Example #1
0
void plotTurnOn(TTree* inttree, TString triggerpass, TString variable, TString varname, TString varlatex)
{
  if(varname=="vtxprob")
    {
      BIN_MIN = 0;
      BIN_MAX = 1;
    }
  else if(varname=="ffls3d")
    {
      BIN_MIN = 0;
      BIN_MAX = 50;
    }
  else if(varname=="cosalpha")
    {
      BIN_MIN = 0.9;
      BIN_MAX = 1;
    }
  TH1D* hAll = new TH1D(Form("h%s_%s_All",triggerpass.Data(),varname.Data()),Form(";%s;Probability",varlatex.Data()),BIN_NUM,BIN_MIN,BIN_MAX);
  inttree->Project(Form("h%s_%s_All",triggerpass.Data(),varname.Data()),variable,prefilter);
  TH1D* hMBseed = new TH1D(Form("h%s_%s_MBseed",triggerpass.Data(),varname.Data()),Form(";%s;Probability",varlatex.Data()),BIN_NUM,BIN_MIN,BIN_MAX);
  inttree->Project(Form("h%s_%s_MBseed",triggerpass.Data(),varname.Data()),variable,Form("%s&&%s",prefilter.Data(),triggerpass.Data()));
  //cout<<hAll->Integral()<<endl;
  hAll->Scale(1./hAll->Integral());
  hMBseed->Scale(1./hMBseed->Integral());
  hAll->SetStats(0);
  hMBseed->SetStats(0);
  hAll->SetMaximum(hMBseed->GetMaximum()*1.3);
  hAll->SetLineWidth(2);
  hAll->SetLineColor(kBlue-7);
  hAll->SetFillColor(kBlue-7);
  hAll->SetFillStyle(3001);
  hMBseed->SetLineWidth(2);
  hMBseed->SetLineColor(kRed);
  hMBseed->SetFillColor(kRed);
  hMBseed->SetFillStyle(3004);
  TCanvas* c = new TCanvas(Form("c%s_%s",triggerpass.Data(),varname.Data()),"",500,500);
  hAll->Draw();
  hMBseed->Draw("same");
  TLatex* tex = new TLatex(0.18,0.96,triggerpass);
  tex->SetNDC();
  tex->SetTextFont(42);
  tex->SetTextSize(0.04);
  tex->Draw();
  TLegend* leg = new TLegend(0.60,0.82,0.92,0.93);
  leg->SetFillStyle(0);
  leg->SetBorderSize(0);
  leg->AddEntry(hAll,"all","f");
  leg->AddEntry(hMBseed,"pass trigger","f");
  leg->Draw();
  c->SaveAs(Form("triggerturnonPlots/pthat%.0f/c%s_%s.pdf",pthat,triggerpass.Data(),varname.Data()));

}
Example #2
0
TH1D* CutFlow::hashErrors(AllSamples samples, Variable variable){
	TH1D * hashErrors = allMChisto(samples, variable);

	hashErrors->SetFillColor(kBlack);
	hashErrors->SetFillStyle(3354);
	hashErrors->SetMarkerSize(0.);
	hashErrors->SetStats(0);

	return hashErrors;
}
Example #3
0
TH1D *
GetITSsaSpectrum(TFile *file, Int_t part, Int_t charge, Int_t cent, Bool_t cutSpectrum = kTRUE, Bool_t addSystematicError = kTRUE)
{
  /* pt limits for combined spectra */
  Double_t ptMin[AliPID::kSPECIES] = {0., 0., 0.1, 0.2, 0.3};
  Double_t ptMax[AliPID::kSPECIES] = {0., 0., 0.6, 0.5, 0.6};

  TList *list = (TList *)file->Get("output");
  TH1D *hin = (TH1D *)list->FindObject(Form("h_%s_%s_cen_%d", ITSsaPartName[part], ITSsaChargeName[charge], cent));
  if (!hin) return NULL;  

  /* get systematics */
  TFile *fsys = TFile::Open("SPECTRASYS_ITSsa.root");
  TH1 *hsys = fsys->Get(Form("hSystTot%s%s", ITSsaChargeName[charge], ITSsaPartName[part]));
			
  TH1D *h = new TH1D(Form("hITSsa_cent%d_%s_%s", cent, AliPID::ParticleName(part), chargeName[charge]), "ITSsa", NptBins, ptBin);
  Double_t pt, width, value, error, sys;
  Int_t bin;
  for (Int_t ipt = 0; ipt < NptBins; ipt++) {
    /* get input bin */
    pt = h->GetBinCenter(ipt + 1);
    width = h->GetBinWidth(ipt + 1);
    bin = hin->FindBin(pt);
    /* sanity check */
    if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
	TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
      continue;
    /* check pt limits */
    if (cutSpectrum && (pt < ptMin[part] || pt > ptMax[part])) continue;
    /* copy bin */
    value = hin->GetBinContent(bin);
    error = hin->GetBinError(bin);
    /*** TEMP ADD SYS ***/
    if (addSystematicError) {
      sys = hsys->GetBinContent(bin) * value;
      error = TMath::Sqrt(error * error + sys * sys);
    }
    h->SetBinContent(ipt + 1, value);
    h->SetBinError(ipt + 1, error);
  }

  h->SetTitle("ITSsa");
  h->SetLineWidth(1);
  h->SetLineColor(1);
  h->SetMarkerStyle(20);
  h->SetMarkerColor(1);
  h->SetFillStyle(0);
  h->SetFillColor(0);

  return h;
}
Example #4
0
TH1D *
GetITSTPCSpectrum(TFile *file, Int_t part, Int_t charge, Int_t cent)
{
  TList *list = (TList *)file->Get("output");
  TH1D *hin = (TH1D *)list->FindObject(Form("h_%s_%s_cen_%d", ITSTPCPartName[part], ITSTPCChargeName[charge], cent + 1));
  if (!hin) return NULL;

  TH1D *h = new TH1D(Form("hITSTPC_cent%d_%s_%s", cent, AliPID::ParticleName(part), chargeName[charge]), "ITSTPC", NptBins, ptBin);
  Double_t pt, width, value, error;
  Int_t bin;
  for (Int_t ipt = 0; ipt < NptBins; ipt++) {
    /* get input bin */
    pt = h->GetBinCenter(ipt + 1);
    width = h->GetBinWidth(ipt + 1);
    bin = hin->FindBin(pt);
    /* sanity check */
    if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
	TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
      continue;
    /* copy bin */
    value = hin->GetBinContent(bin);
    error = hin->GetBinError(bin);
    h->SetBinContent(ipt + 1, value);
    h->SetBinError(ipt + 1, error);
  }
  
#if 0
  /* add systematic error */
  Double_t sys;
  if (part == 2) sys = 0.5;
  else sys = 0.1;
  Double_t cont, conte;
  for (Int_t ipt = 0; ipt < h->GetNbinsX(); ipt++) {
    cont = h->GetBinContent(ipt + 1);
    conte = h->GetBinError(ipt + 1);
    conte = TMath::Sqrt(conte * conte + sys * sys * cont * cont);
    h->SetBinError(ipt + 1, conte);
  }
#endif
  
  h->SetTitle("ITSTPC");
  h->SetLineWidth(1);
  h->SetLineColor(1);
  h->SetMarkerStyle(21);
  h->SetMarkerColor(2);
  h->SetFillStyle(0);
  h->SetFillColor(0);
  return h;
}
TCanvas* pMenu(std::string what)
{
  TCanvas* c = new TCanvas(("cMenu"+what).c_str(),("cMenu"+what).c_str(),1500,400); 
  c->SetBottomMargin(0.6);
  c->SetLeftMargin(0.04);
  c->SetRightMargin(0.01);
  TH1D* h = (TH1D*)gROOT->FindObject(("hMenuAlgos"+what).c_str());
  h->SetLineColor(4);
  h->SetFillColor(4);
  h->SetFillStyle(3003);
  h->LabelsOption("v");
  h->GetYaxis()->SetLabelOffset(0.005);
//  h->GetXaxis()->SetRange(550,680);
  h->DrawCopy();
  return c;
}
Example #6
0
TH1D *
GetTPCTOFSpectrum(TFile *file, Int_t part, Int_t charge, Int_t cent, Bool_t cutSpectrum = kTRUE)
{
  /* pt limits for combined spectra */
  Double_t ptMin[AliPID::kSPECIES] = {0., 0., 0., 0., 0.};
  Double_t ptMax[AliPID::kSPECIES] = {0., 0., 1.2, 1.2, 1.8};

  TH1D *hin = (TH1D *)file->Get(Form("%sFinal%s%d", TPCTOFPartName[part], TPCTOFChargeName[charge], cent));
  if (!hin) return NULL;

  TH1D *h = new TH1D(Form("hTPCTOF_cent%d_%s_%s", cent, AliPID::ParticleName(part), chargeName[charge]), "TPCTOF", NptBins, ptBin);
  Double_t pt, width, value, error;
  Int_t bin;
  for (Int_t ipt = 0; ipt < NptBins; ipt++) {
    /* get input bin */
    pt = h->GetBinCenter(ipt + 1);
    width = h->GetBinWidth(ipt + 1);
    bin = hin->FindBin(pt);
    /* sanity check */
    if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
	TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
      continue;
    /* check pt limits */
    if (cutSpectrum && (pt < ptMin[part] || pt > ptMax[part])) continue;
    /* copy bin */
    value = hin->GetBinContent(bin);
    error = hin->GetBinError(bin);
    h->SetBinContent(ipt + 1, value);
    h->SetBinError(ipt + 1, error);
  }
  
  h->SetTitle("TPCTOF");
  h->SetLineWidth(1);
  h->SetLineColor(1);
  h->SetMarkerStyle(22);
  h->SetMarkerColor(8);
  h->SetFillStyle(0);
  h->SetFillColor(0);
  
  return h;
}
void makePlotWithSelection(TTree* tr, TString varToPlot, TString canvName, TString xAxisName, TCut cutLoose, TCut cutAdditional)
{

  TTree* trCutted = tr->CopyTree(cutLoose);
  TH1D* histLoose = new TH1D("hist",varToPlot,50,trCutted->GetMinimum(varToPlot)-0.1*fabs(trCutted->GetMinimum(varToPlot)),trCutted->GetMaximum(varToPlot)+0.1*fabs(trCutted->GetMaximum(varToPlot)));
  trCutted->Draw(varToPlot+TString(">>hist"),"1","goff");
  TCanvas* canv = new TCanvas(canvName,canvName);
  //TAxis* xAxis = histLoose->GetXaxis();
  histLoose->GetXaxis()->SetTitle(xAxisName);
  histLoose->GetYaxis()->SetRangeUser(0,histLoose->GetMaximumStored());
  histLoose->SetFillStyle(3004);
  histLoose->SetFillColor(2);
  histLoose->Draw();
  trCutted->SetFillStyle(1001);
  trCutted->SetFillColor(3);
  trCutted->Draw(varToPlot,cutAdditional,"same");
  canv->SaveAs(canvName+".png");
  delete histLoose;
  histLoose=0;
  trCutted=0;
  //xAxis=0;
}
Example #8
0
void plotter::draw_rec(TH1D* data_, TH1D* sig_, TH1D* bgr_, TString file_name){
  TH1D* data = (TH1D*) data_->Clone("data");
  TH1D* sig = (TH1D*) sig_->Clone("sig");
  TH1D* bgr = (TH1D*) bgr_->Clone("bgr");

  TCanvas *c= new TCanvas("c","",1200,600);
  gPad->SetLeftMargin(0.15);
  sig->Add(bgr, 1.);
  sig->SetTitle(" ");
  sig->GetYaxis()->SetRangeUser(0., 250);
  sig->GetXaxis()->SetTitle("detector binning");
  sig->GetYaxis()->SetTitle("events");
  sig->GetYaxis()->SetTitleOffset(1.5);
  sig->GetYaxis()->SetNdivisions(505);
  sig->SetFillColor(810);
  sig->SetLineColor(810);
  sig->Draw("HIST");
  bgr->SetFillColor(kGray);
  bgr->SetLineColor(kBlack);
  bgr->SetFillStyle(1001);
  bgr->Draw("HIST SAME");
  data->SetLineColor(kBlack);
  data->SetLineColor(kBlack);
  data->SetLineStyle(1);
  data->SetMarkerColor(kBlack);
  data->SetMarkerStyle(20);
  data->Draw("E SAME");
  TLegend *l=new TLegend(0.2,0.7,0.4,0.88);
  l->SetBorderSize(0);
  l->SetFillStyle(0);
  l->AddEntry(data,"Data","pl");
  l->AddEntry(sig,"t#bar{t}","f");
  l->AddEntry(bgr,"Background","f");
  l->Draw();
  gPad->RedrawAxis();
  c->SaveAs(directory + file_name + ".pdf");
  delete c;
}
void drawInclJetResultSys_Overlay_Feb04(int fragMode= 2, // 1=trkpt, 2=ff
  int cmpStyle = 1, // 1=ratio, 2=diff
  int jtrewthi = 1,
  int jtrewtpp = 1,
  int doMC=0,
  bool doEtaRef = true ) 
{ 
  TH1::SetDefaultSumw2();

  //////////////////////////////////////////////////////////////////////
  // Setup
  //////////////////////////////////////////////////////////////////////
  int binMode =2; // 1 : aj, 2 : cent
  int doCompare=0; // 1=qm12, 2=paper data

  TString tag = Form("trkPtProj_binMode2_Feb05_hi_rewt%d_pp_rewt%d_mc%d",jtrewthi,jtrewtpp,doMC);
  // tag+="_eta1.2";
  if (cmpStyle==1) tag += "_rat";
  else tag += "_diff";
  if (doEtaRef) tag += "_EtaRef";
  TString outdir="plotsFinalFF";

  //////////////////////////////////////////////////////////////////////
  // Specify Inputs
  //////////////////////////////////////////////////////////////////////
  std::string Input_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17data_hi_pprewt.root";
  std::string Inputpp_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17data_hi_pprewt.root";
  // std::string Input_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta1.20_Jan17data_and_mc80and100.root";
  // std::string Inputpp_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta1.20_Jan17data_and_mc80and100.root";
  // higher jet pt thresholds
  // std::string Input_="inclJetFF_output_trackPtCut1_FinalJetPt120to300eta2.00_Jan17data_and_mc80and100.root";
  // std::string Inputpp_="inclJetFF_output_trackPtCut1_FinalJetPt120to300eta2.00_Jan17data_and_mc80and100.root";

  // mc
  if (doMC) {
    // Input_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17mcrefjetsel.root";
    // Inputpp_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17mcrefjetsel.root";
    // Input_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17mc80and120_hi_ppunsmjet.root";
    Input_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17mc80and100_hi.root";
    Inputpp_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17mc80and120_pp.root";
    // Input_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta1.20_Jan17data_and_mc80and100.root";
    // Inputpp_="inclJetFF_output_trackPtCut1_FinalJetPt100to300eta1.20_Jan17data_and_mc80and100.root";
    if (doCompare) doCompare=2;
  }
  if (doCompare==1) tag+="_vs_qm12";
  if (doCompare==2) tag+="_vs_data";

  std::string Input_QM="dijetFF_output_histograms_trkPtProjectOnJetAxis_trackPtCut1_FinaletaCut2.00_pas.root";
  TString cmpFile = Input_QM.data();
  if (doCompare==2) cmpFile = "inclJetFF_output_trackPtCut1_FinalJetPt100to300eta2.00_Jan17data_hi_pprewt.root"; // latest data

  /////////////////////////////////////////////////
  // Get Result Histograms
  /////////////////////////////////////////////////
  TFile* inf = new TFile(Input_.data());
  TH1D* ffhi[3][5]; // (leading, subleading),  (aj bin)
  TH1D* ffpp[3][5];
  TH1D* ffratio[3][5];
  // Analysis Histograms
  TString jname[3] = {"jet","lJet","slJet"};
  int ijet=1;
  TString dataset="data"; // "data", "mc"
  if (doMC) dataset="mc";
  for ( int iaj=1;iaj<=4;iaj++) {
    if ( binMode == 2 ) {
      if (!doEtaRef) ffhi[ijet][iaj]  = (TH1D*)load(Input_.data(),Form("hpt_%s_sigTrk_hidata_icent%d_irj999_fragMode2_closure0_jtrewt0_wtmode0_pt1to300",jname[0].Data(),iaj));
      else {
        ffhi[ijet][iaj]  = (TH1D*)load(Input_.data(),Form("hpt_%s_sigTrk_hi%s_icent%d_irj999_fragMode%d_closure100_jtrewt%d_wtmode0_pt1to300",jname[0].Data(),dataset.Data(),iaj,fragMode,jtrewthi));
      }
      ffpp[ijet][iaj]  = (TH1D*)load(Inputpp_.data(),Form("hpt_%s_sigTrk_pp%s_icent%d_irj999_fragMode%d_closure100_jtrewt%d_wtmode0_pt1to300",jname[0].Data(),dataset.Data(),iaj,fragMode,jtrewtpp));
        // ffpp[ijet][iaj]  = (TH1D*)load(Inputpp_.data(),Form("hpt_%s_sigTrk_ppdata_icent%d_irj999_fragMode2_closure100_jtrewt0_wtmode0_pt1to300",jname[0].Data(),iaj));
        // QM pp reference
        // ffpp[ijet][iaj]  = (TH1D*)load(Input_QM.data(),Form("hpt_%s_sigTrk_ppdata_icent%d_irj999_fragMode2_closure100_wtmode0_pt1to500",jname[ijet].Data(),iaj));
    } 
    handsomeTH1(ffpp[ijet][iaj],1,1.3);
    handsomeTH1(ffhi[ijet][iaj],1,1.3);
  }
  if (doMC) tag += "_mc80and120";

  /////////////////////////////////////////////////
  // Get Comparison Histograms
  /////////////////////////////////////////////////
  TH1D* ffhicmp[3][5];
  TH1D* ffppcmp[3][5];
  TH1D* ffratiocmp[3][5];
  if (doCompare==1) {
    // QM Comparison
    if (fragMode==2) {
      for ( int iaj=1;iaj<=4;iaj++) {
        ffhicmp[ijet][iaj]  = (TH1D*)load(cmpFile.Data(),Form("hpt_%s_sigTrk_hidata_icent%d_irj999_fragMode2_closure100_wtmode0_pt1to500",jname[ijet].Data(),iaj));
        ffppcmp[ijet][iaj]  = (TH1D*)load(cmpFile.Data(),Form("hpt_%s_sigTrk_ppdata_icent%d_irj999_fragMode2_closure100_wtmode0_pt1to500",jname[ijet].Data(),iaj));
        ffratiocmp[ijet][iaj]  = (TH1D*)ffhicmp[ijet][iaj]->Clone(Form("%s_ratcmp",ffhicmp[ijet][iaj]->GetName()));
        if (cmpStyle==1) ffratiocmp[ijet][iaj]->Divide(ffppcmp[ijet][iaj]);
        else if (cmpStyle==2) ffratiocmp[ijet][iaj]->Add(ffppcmp[ijet][iaj],-1);
        handsomeTH1(ffppcmp[ijet][iaj],kRed,0,0);
        ffppcmp[ijet][iaj]->SetLineStyle(2);
        handsomeTH1(ffhicmp[ijet][iaj],kRed,1.3,kOpenCircle);
        handsomeTH1(ffratiocmp[ijet][iaj],kRed,1.3,kOpenCircle);
      }
    } else if (fragMode==1) {
      GetQM12TrkPt(ffppcmp,ffhicmp);
      for ( int iaj=1;iaj<=4;iaj++) {
        ffratiocmp[1][iaj]  = (TH1D*)ffhicmp[ijet][iaj]->Clone(Form("%s_ratcmp",ffhicmp[ijet][iaj]->GetName()));
        if (cmpStyle==1) ffratiocmp[ijet][iaj]->Divide(ffppcmp[ijet][iaj]);
        else if (cmpStyle==2) ffratiocmp[ijet][iaj]->Add(ffppcmp[ijet][iaj],-1);
        handsomeTH1(ffppcmp[ijet][iaj],kRed,0,0);
        ffppcmp[ijet][iaj]->SetLineStyle(2);
        handsomeTH1(ffhicmp[ijet][iaj],kRed,1.3,kOpenCircle);
        handsomeTH1(ffratiocmp[ijet][iaj],kRed,1.3,kOpenCircle);
      }    
    }
  } else if (doCompare==2) {
    for ( int iaj=1;iaj<=4;iaj++) {
      ffhicmp[ijet][iaj]  = (TH1D*)load(cmpFile.Data(),Form("hpt_%s_sigTrk_hidata_icent%d_irj999_fragMode%d_closure100_jtrewt1_wtmode0_pt1to300",jname[0].Data(),iaj,fragMode));
      ffppcmp[ijet][iaj]  = (TH1D*)load(cmpFile.Data(),Form("hpt_%s_sigTrk_ppdata_icent%d_irj999_fragMode%d_closure100_jtrewt1_wtmode0_pt1to300",jname[0].Data(),iaj,fragMode));
      ffratiocmp[ijet][iaj]  = (TH1D*)ffhicmp[ijet][iaj]->Clone(Form("%s_ratcmp",ffhicmp[ijet][iaj]->GetName()));
      if (cmpStyle==1) ffratiocmp[ijet][iaj]->Divide(ffppcmp[ijet][iaj]);
      else if (cmpStyle==2) ffratiocmp[ijet][iaj]->Add(ffppcmp[ijet][iaj],-1);
      handsomeTH1(ffppcmp[ijet][iaj],kRed,0,0);
      ffppcmp[ijet][iaj]->SetLineStyle(2);
      handsomeTH1(ffhicmp[ijet][iaj],kRed,1.3,kOpenCircle);
      handsomeTH1(ffratiocmp[ijet][iaj],kRed,1.3,kOpenCircle);
    }
  }

  /////////////////////////////////////////////////
  // Monitor
  /////////////////////////////////////////////////
  //  TFile outf("finalSys.root","recreate");
  //  outf.Close();
  
  //////////////////////////////////////////////////////////////////////
  // Define Plotting Frames
  //////////////////////////////////////////////////////////////////////
  float xmin=-0.15, xmax=5.5, rmin=0.3, rmax=2.58;
  if (fragMode==1) { xmin=1; xmax=51; }
  if (cmpStyle==2) { rmin=-0.4; rmax=1.1; }
  TH2F * hPadFF, *hPadR, * hPadPt;
  hPadPt = new TH2F("hPadPt",";p_{T}^{ jet} (GeV/c);1/N_{ jet} dN_{ jet} /dp_{T}",150,xmin,xmax,100,6e-3,20);
  hPadFF = new TH2F("hPadFF",";#xi = ln(1/z);1/N_{ jet} dN_{ track} /d#xi",100,xmin,xmax,100,0.02,20);
  hPadR = new TH2F("hPadR",";#xi = ln(1/z);PbPb/pp",100,xmin,xmax,20000,rmin,rmax);
  if (fragMode==1) hPadR->SetXTitle("p_{T}^{Track} (GeV/c)");
  if (cmpStyle==2) hPadR->SetYTitle("PbPb - pp");

  handsomeTH1(hPadFF,1,1.2);
  handsomeTH1(hPadR,1,1.2);
  handsomeTH1(hPadPt,1,1.2);

  fixedFontHist(hPadFF,2.2,2.5,25);
  fixedFontHist(hPadR,2.2,2.5,25);
  fixedFontHist(hPadPt,2.2,2.5,25);

  /////////////////////////////////////////////////
  // Define Systematic Uncertainties
  /////////////////////////////////////////////////
  SysErrors sysff(fragMode,binMode,1,xmin,xmax);

  /////////////////////////////////////////////////
  // Draw Result
  /////////////////////////////////////////////////
  TCanvas *c = new TCanvas("c","",1500,860);
  makeMultiPanelCanvasNew(c,4,2,0.0,0.0,0.22,0.22,0.01,1.0,0.95);
  for ( int iaj=1 ; iaj<=4 ; iaj++) {
    cout << "=============== " << Form("%.0f%% - %.0f%%", float(centBin1[iaj-1]*2.5), float(centBin1[iaj]*2.5)) << " ================" << endl;

      // Draw Distribution
    c->cd(5-iaj);
    bool doNorm=false;
    if (doNorm) {scaleInt(ffpp[ijet][iaj]); scaleInt(ffhi[ijet][iaj]);}
    if (doNorm) ffpp[ijet][iaj]->SetAxisRange(0.00025,1,"Y");

    // Draw Spectrum
    if(fragMode==1) hPadPt->Draw();
    else if(fragMode==2) hPadFF->Draw();
    int iajSys = iaj;
    if (binMode==1) iaj=5-iaj;
    if (fragMode==1) gPad->SetLogx();
    gPad->SetLogy();
    // drawSysErr(ffhi[ijet][iaj],sysff.vErrorHi[ijet][iajSys],sysff.NErrorHi,ijet-1,1,2,1,ijet == 1,0,0,(TPad*)c->GetPad(5-iaj),(TPad*)cerr->GetPad(5-iaj));
    sysff.Combine(ffhi[ijet][iaj],sysff.vErrorHi[ijet][iajSys],sysff.NErrorHi);
    sysff.Apply(ffhi[ijet][iaj]);
    sysff.Draw(ffhi[ijet][iaj]);

    if (doCompare) ffppcmp[ijet][iaj]->Draw("hist same");
    ffpp[ijet][iaj]->Draw(   "hist same");
    ffhi[ijet][iaj]->Draw("same");
    if (doCompare) ffhicmp[ijet][iaj]->Draw("sameE");
    gPad->RedrawAxis();

    // Draw Comparison
    c->cd(9-iaj);
    if (fragMode==1) gPad->SetLogx();
    ffratio[ijet][iaj]= (TH1D*)ffhi[ijet][iaj]->Clone(Form("ffRattio_ijet%d_iaj%d",ijet,iaj));
    if (cmpStyle==1) ffratio[ijet][iaj]->Divide(ffpp[ijet][iaj]);
    else if (cmpStyle==2) ffratio[ijet][iaj]->Add(ffpp[ijet][iaj],-1);

    if(ijet == 1)hPadR->Draw();
    sysff.Combine(ffhi[ijet][iaj],sysff.vErrorRat[ijet][iajSys],sysff.NErrorRatio);
    sysff.ApplyOnRel(ffhi[ijet][iaj],ffpp[ijet][iaj],cmpStyle);
    sysff.Draw(ffratio[ijet][iaj]);
    if (doCompare) ffratiocmp[ijet][iaj]->Draw("sameE");
    ffratio[ijet][iaj]->Draw("same");
    if (cmpStyle==1) jumSun(xmin,1,xmax,1);
    else if (cmpStyle==2) jumSun(xmin,0,xmax,0);
    gPad->RedrawAxis();
    PrintHistogram(ffratio[ijet][iaj]);
  }

  /////////////////////////////////////////////////
  // Annotate
  /////////////////////////////////////////////////
  TH1D* hYel = new TH1D("hYel","",0,10,20);
  handsomeTH1(hYel,TColor::GetColor(0xFFEE00));
  hYel->SetFillColor(TColor::GetColor(0xFFEE00));
  hYel->SetFillStyle(1001);
  TLegend* l2[3];
  TLegend* lsys;
  l2[ijet]  = new TLegend(0.04,0.747,0.77,1.02,NULL,"brNDC");
  easyLeg(l2[ijet],"");
  if (!doMC) {
     // l2[ijet]->AddEntry(ffratiocmp[ijet][1],"PbPb AkPu3Calo","p");
     // l2[ijet]->AddEntry(ffratiocmp[ijet][1],"Jet |#eta|<0.8","p");
     // l2[ijet]->AddEntry(ffhi[ijet][1],"PbPb, 4 Cent. Trk. Eff.","p");
     // l2[ijet]->AddEntry(ffratiocmp[ijet][1],"PbPb, QM12 Trk. Eff.","p");
     // l2[ijet]->AddEntry(ffppcmp[ijet][1],"pp, 100<Jet<300 GeV","l");
    l2[ijet]->AddEntry(ffhi[ijet][1],"PbPb","p");
    if (doCompare==1) l2[ijet]->AddEntry(ffratiocmp[ijet][1],"PbPb QM12","p");
    else if (doCompare==2) l2[ijet]->AddEntry(ffratiocmp[ijet][1],"PbPb (paper)","p");
    l2[ijet]->AddEntry(ffpp[ijet][1],"pp reference","l");
    if (doCompare==1) l2[ijet]->AddEntry(ffppcmp[ijet][1],"pp reference QM12","l");
    else if (doCompare==2) l2[ijet]->AddEntry(ffppcmp[ijet][1],"pp (paper)","l");
  } else {
    l2[ijet]->AddEntry(ffhi[ijet][1],"PYTHIA+HYDJET","p");
    if (doCompare==1) l2[ijet]->AddEntry(ffratiocmp[ijet][1],"PbPb QM12","p");
    else if (doCompare==2) l2[ijet]->AddEntry(ffratiocmp[ijet][1],"PbPb (paper)","p");
    l2[ijet]->AddEntry(ffpp[ijet][1],"PYTHIA","l");
    if (doCompare==1) l2[ijet]->AddEntry(ffppcmp[ijet][1],"pp reference QM12","l");      
    else if (doCompare==2) l2[ijet]->AddEntry(ffppcmp[ijet][1],"pp (paper)","l");
  }
  for ( int iaj=1 ; iaj<=4 ; iaj++) {
    c->cd(5-iaj);
    if (iaj==3 && ijet == 1)  l2[ijet]->Draw();      
    if (iaj==4) {
      drawText("CMS Preliminary",0.27,0.9,1,25); 
      // drawText("L_{Int} = 129 #mub^{-1}",0.27,0.80,1,25);
      if (!doMC) drawText("L_{Int} = 150 #mub^{-1}",0.27,0.80,1,25);
    }
    float legdx = 0.2;
    if (binMode==1&&iaj==4) legdx=+0.15;
    if (binMode==2&&iaj==4) legdx=+0.30;
    if ( binMode == 1 ) {
      drawText(Form("%.2f < x_{2,1} < %.2f", float(rjBin1[iaj-1]), float(rjBin1[iaj])), 0.2+legdx,0.18);
    } else if ( binMode == 2 ) drawText(Form("%.0f%% - %.0f%%", float(centBin1[iaj-1]*2.5), float(centBin1[iaj]*2.5)), 2,0.03,kBlack,25,false);

    if  (iaj==2) {
      lsys = new  TLegend(0.03439587,0.8554279,0.7188686,1.001911,NULL,"brNDC");
      easyLeg(lsys,"");
      lsys->AddEntry(hYel,"Systematic uncertainty","f");
      lsys->Draw();
    }

    if (iaj==1) {
      float ptx(0.08),pty1(0.89);
      drawText("Jet p_{T}  > 100GeV/c, |#eta| < 2",ptx,pty1,kBlack,25);
      // drawText("Jet p_{T}  > 100GeV/c, |#eta| < 1.2",ptx,pty1,kBlack,25);
      // drawText("Jet p_{T}  > 120GeV/c, |#eta| < 2",ptx,pty1,kBlack,25);
      drawText("Track p_{T}  > 1 GeV/c, r < 0.3",ptx,pty1-0.09,kBlack,25);
    }
  }
  c->SaveAs(outdir+Form("/FFana%d_%s.gif",fragMode,tag.Data()));
  c->SaveAs(outdir+Form("/FFana%d_%s.pdf",fragMode,tag.Data()));
  c->SaveAs(outdir+Form("/FFana%d_%s.C",fragMode,tag.Data()));

  /////////////////////////////////////////////////
  // Inspect Errors
  /////////////////////////////////////////////////
  // TCanvas *c2 = new TCanvas("c2","",1500,430);
  // //makeMultiPanelCanvasNew(c,4,2,0.0,0.0,0.22,0.22,0.01,1.0,0.95);
  // c2->Divide(4,1);
  // for ( int icent=1 ; icent<=4 ; icent++) {
  //   c2->cd(5-icent);
  //   if (fragMode==1) gPad->SetLogx();
  //   sysff.Combine(ffhi[ijet][icent],sysff.vErrorRat[ijet][icent],sysff.NErrorRatio);
  //   int doLeg=(icent==4);
  //   sysff.Inspect(sysff.vErrorRat[ijet][icent],sysff.NErrorRatio,doLeg);
  //   drawText(Form("%.0f%% - %.0f%%", float(centBin1[icent-1]*2.5), float(centBin1[icent]*2.5)), 2,0.6,kBlack,25,false);
  // }
  // c2->SaveAs(outdir+Form("/sysana%d_%s.gif",fragMode,tag.Data()));
  // c2->SaveAs(outdir+Form("/sysana%d_%s.pdf",fragMode,tag.Data()));
}
Example #10
0
void dimuonLoop(float ptmin, float ptmax, float ymin, float ymax, int i)
{
  TFile *infData = new TFile(inputdata);
  TFile *infMC = new TFile(inputmc);
  TTree *ntData = (TTree*) infData->Get("ntKp");
  TTree *ntMC = (TTree*) infMC->Get("ntKp");

  TCanvas *c = new TCanvas(Form("c%i",i),"",600,600);
  //if (logy) c->SetLogy();
  
  TH1D* hData = new TH1D("hData","",50,2.85,3.35);
  TH1D* hMC = new TH1D("hMC","",50,2.85,3.35);

  ntData->Project("hData","mumumass",Form("%s&&(pt>%f&&pt<%f)&&(y>%f&&y<%f)",cut.Data(),ptmin,ptmax,ymin,ymax));
  ntMC->Project("hMC","mumumass",Form("%s&&(pt>%f&&pt<%f)&&(y>%f&&y<%f)",cut.Data(),ptmin,ptmax,ymin,ymax));

  hData->Sumw2();

  double normData=0,normMC=0;
  normData = hData->GetEntries();
  normMC = hMC->GetEntries();
  cout<<normData<<" "<<normMC<<endl;
  
  hData->Scale(1./normData);
  hMC->Scale(1./normMC); 

  hData->Sumw2();

  hMC->SetXTitle("#mu#mu mass");
  hMC->SetYTitle("#Probability");
  hMC->SetTitleOffset(1.5,"Y");
  if(hData->GetMaximum()>hMC->GetMaximum()) hMC->SetMaximum(hData->GetMaximum()*1.1);
  else hMC->SetMaximum(hMC->GetMaximum()*1.1);

  //hData->SetLineColor(kBlue+1);
  //hData->SetFillStyle(1001);
  //hData->SetFillColor(kBlue-9);
  //hData->SetLineWidth(3);
  hData->SetMarkerStyle(8);
  hData->SetStats(0);

  hMC->SetLineColor(kRed);
  hMC->SetFillStyle(3004);
  hMC->SetFillColor(kRed);
  hMC->SetLineWidth(3);
  hMC->SetStats(0);

  hMC->Draw();
  hData->Draw("same lep");
  
  TLegend *leg = new TLegend(0.11,0.75,0.50,0.9);
  leg->AddEntry(hData,"data","lep");
  leg->AddEntry(hMC,"MC","f");
  leg->SetBorderSize(0);
  leg->SetFillStyle(0);
  leg->Draw("same");
  TLegend *leg1 = new TLegend(0.60,0.7,0.90,0.9);
  leg1->AddEntry((TObject*)0,Form("%s",particle.Data()),"");
  leg1->AddEntry((TObject*)0,Form("%.0f<p_{T}<%.0f GeV",ptmin,ptmax),"");
  leg1->AddEntry((TObject*)0,Form("%.1f<y_{CM}<%.1f",ymin,ymax),"");
  leg1->SetBorderSize(0);
  leg1->SetFillStyle(0);
  leg1->Draw("same");

  c->SaveAs(Form("MuonResult/plot_Bplus_chi2_trkPt/dimuon_yDM_%i.pdf",i));
  //c->SaveAs(Form("MuonResult/plot_Bplus_chi2_trkPt/dimuon_DM_%i.pdf",i));
  //c->SaveAs("MuonResult/plot_Bplus_chi2_trkPt/dimuon_DM_incl_1.pdf");
}
double* IfitBin(TH1D* dataInput, TH1D* sigTemplate, TH1D* bkgTemplate)
{
   // Start TFractionFitter
   double Spara(0), eSpara(0);
   double Bpara(0), eBpara(0);
   TObjArray *mc = new TObjArray(2);
   mc->Add(sigTemplate);
   mc->Add(bkgTemplate);

   TFractionFitter *fitTemplate = new TFractionFitter(dataInput, mc);
   fitTemplate->Constrain(0, 0.0, 1.0);
   fitTemplate->Constrain(1, 0.0, 1.0);
   int status = fitTemplate->Fit();
   cout<<" Fitting status = "<<status<<endl;
   if (status == 0) {
      fitTemplate->GetResult(0, Spara, eSpara);
      fitTemplate->GetResult(1, Bpara, eBpara);

      cout<<" Fitting result = "<<endl;
      cout<<"               Chi2 = "<<fitTemplate->GetChisquare()<<endl;
      cout<<"                NDF = "<<fitTemplate->GetNDF()<<endl;
      cout<<"               Prob = "<<fitTemplate->GetProb()<<endl;
      cout<<"      Signal fraction     = "<<Spara<<"; Error = "<<eSpara<<endl;
      cout<<"      Background fraction = "<<Bpara<<"; Error = "<<eBpara<<endl;
   }

   TH1D *FitResultReal = (TH1D*)sigTemplate->Clone();
   TH1D *FitResultFake = (TH1D*)bkgTemplate->Clone();
   TH1D *FitResultAll  = (TH1D*)dataInput->Clone();
   FitResultReal->SetName("ResultReal");
   FitResultFake->SetName("ResultFake");
   FitResultAll->SetName("ResultAll");
   FitResultReal->Scale(1./FitResultReal->Integral()*Spara*dataInput->Integral());
   FitResultFake->Scale(1./FitResultFake->Integral()*Bpara*dataInput->Integral());
   FitResultAll->Reset();
   FitResultAll->Add(FitResultReal);
   FitResultAll->Add(FitResultFake);
   
   TCanvas *c1 = new TCanvas("c1", "", 600, 400);
   c1->cd();
   FitResultAll->SetXTitle("#sigma_{i#etai#eta}");
   FitResultAll->SetYTitle("Number of photons");
   FitResultAll->SetMinimum(0);
   FitResultAll->SetMaximum(FitResultAll->GetMaximum()*1.4);
   FitResultAll->SetLineColor(1);
   FitResultAll->SetLineWidth(2);
   FitResultAll->Draw();
   dataInput->SetMarkerStyle(21);
   dataInput->SetMarkerSize(0.7);
   dataInput->SetLineColor(1);
   dataInput->SetLineWidth(2);
   dataInput->Draw("PE1same");
   FitResultReal->SetLineColor(2);
   FitResultReal->SetFillColor(2);
   FitResultReal->SetFillStyle(3002);
   FitResultReal->Draw("same");
   FitResultFake->SetLineColor(4);
   FitResultFake->SetFillColor(4);
   FitResultFake->SetFillStyle(3004);
   FitResultFake->Draw("same");
   TLegend *leg1 = new TLegend(0.5,0.5,0.9,0.85);
   char text[200];
   leg1->SetFillColor(0);
   leg1->SetShadowColor(0);
   leg1->SetFillStyle(0);
   leg1->SetBorderSize(0);
   leg1->SetLineColor(0);
   sprintf(text,"Data: %5.1f events", dataInput->Integral());
   leg1->AddEntry(dataInput, text, "pl");
   sprintf(text,"Fitted: %5.1f events", FitResultAll->Integral());
   leg1->AddEntry(FitResultAll, text, "l");
   sprintf(text,"Signal %5.1f #pm %5.1f events", FitResultReal->Integral(), eSpara/Spara*FitResultReal->Integral());
   leg1->AddEntry(FitResultReal, text, "f");
   sprintf(text,"Background %5.1f #pm %5.1f events", FitResultFake->Integral(), eBpara/Bpara*FitResultFake->Integral());
   leg1->AddEntry(FitResultFake, text, "f");
   leg1->Draw();

   return;
}
Example #12
0
void chipSummary(const char *dirName, int chipId)
{
        directory = TString(dirName);
	
	if (f && f->IsOpen()) f->Close();
	if (f1 && f1->IsOpen()) f1->Close();
	if (g && g->IsOpen()) g->Close();

	gROOT->SetStyle("Plain");
	gStyle->SetPalette(1);
	gStyle->SetOptStat(0);
	gStyle->SetTitle(0);

	gStyle->SetStatFont(132);
	gStyle->SetTextFont(132);
	gStyle->SetLabelFont(132, "X");
	gStyle->SetLabelFont(132, "Y");
	gStyle->SetLabelSize(0.08, "X");
	gStyle->SetLabelSize(0.08, "Y");
	gStyle->SetNdivisions(6, "X");
	gStyle->SetNdivisions(8, "Y");
	gStyle->SetTitleFont(132);

	gROOT->ForceStyle();

	tl = new TLatex;
	tl->SetNDC(kTRUE);
	tl->SetTextSize(0.09);

	ts = new TLatex;
	ts->SetNDC(kTRUE);
	ts->SetTextSize(0.08);

	line = new TLine;
	line->SetLineColor(kRed);
	line->SetLineStyle(kSolid);
	
	box = new TBox;
	box->SetFillColor(kRed);
	box->SetFillStyle(3002);

	f = new TFile(Form("%s/%s", dirName, fileName), "READ");
	
	if (strcmp(fileName, adFileName) == 0) f1 = f;
	else f1 = new TFile(Form("%s/%s", dirName, adFileName), "READ");
	
	if (strcmp(fileName, trimFileName) == 0) g = f;
	else g = new TFile(Form("%s/%s", dirName, trimFileName), "READ");
 
	sprintf(fname, "%s/../../macros/criteria-full.dat", dirName);
	if ( !readCriteria(fname) ) { 
	  
	  printf("\nchipSummary> ----> COULD NOT READ GRADING CRITERIA !!!");
	  printf("chipSummary> ----> Aborting execution of chipgSummaryPage.C ... \n\n", fileName, dirName);  
	  break;
	}

	TH1D *h1;
	TH2D *h2;

	c1 = new TCanvas("c1", "", 800, 800);
	c1->Clear();
	c1->Divide(4,4, 0.01, 0.04);

  //	shrinkPad(0.1, 0.1, 0.1, 0.3);

	FILE *sCurveFile, *phLinearFile, *phTanhFile;

        TString noslash(dirName);
        noslash.ReplaceAll("/", " ");
        noslash.ReplaceAll(".. ", "");
	
	char string[200];
	int pixel_alive;

	int nDeadPixel(0);
	int nIneffPixel(0);
	int nMaskDefect(0);
	int nNoisy1Pixel(0);
	int nDeadBumps(0);
	int nDeadTrimbits(0);
	int nAddressProblems(0);

	int nNoisy2Pixel(0);
	int nThrDefect(0);
	int nGainDefect(0);
	int nPedDefect(0);
	int nPar1Defect(0);

	int nRootFileProblems(0);

	int nDoubleFunctCounts(0);
	int nDoublePerfCounts(0);
	int nDoubleCounts(0);
	int nDoubleTrims(0);
	int nDoublePHs(0);

        int vcal = dac_findParameter(dirName, "Vcal", chipId);
	
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	// Row 1
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

	// -- Dead pixels
	c1->cd(1);

	TH2D *hpm;
	hpm = (TH2D*)f->Get(Form("PixelMap_C%i", chipId));

        if (hpm) {

	  for (int icol = 0; icol < 52; ++icol) {
	    for (int irow = 0; irow < 80; ++irow) {      
	      
	      hpm->SetTitle("");
	      hpm->Draw("colz");
	      tl->DrawLatex(0.1, 0.92, "Pixel Map");
	    }
	  }

	} else { 
	  
	  ++nRootFileProblems; 
	}


	// -- sCurve width and noise level
	TH1D *hw = new TH1D("hw", "", 100, 0., 600.);
	TH1D *hd = new TH1D("hd", "", 100, 0., 600.);  // Noise in unbonded pixel (not displayed)
	TH2D *ht = new TH2D("ht", "", 52, 0., 52., 80, 0., 80.);
	TH1D *htmp;

	float mN(0.), sN(0.), nN(0.), nN_entries(0.);
	int over(0), under(0);

	double htmax(255.), htmin(0.);
	
	float thr, sig;
	int a,b;

	double minThrDiff(-5.);
	double maxThrDiff(5.);

	h2 = (TH2D*)f->Get(Form("vcals_xtalk_C%i", chipId));
        
	sprintf(string, "%s/SCurve_C%i.dat", dirName, chipId);
	sCurveFile = fopen(string, "r");

	if (!sCurveFile) {

	  printf("chipSummary> !!!!!!!!!  ----> SCurve: Could not open file %s to read fit results\n", string);
	
	} else {
	  
	  for (int i = 0; i < 2; i++) fgets(string, 200, sCurveFile);
	  
	  for (int icol = 0; icol < 52; ++icol)	{
	    for (int irow = 0; irow < 80; ++irow) {
	      
	      fscanf(sCurveFile, "%e %e %s %2i %2i", &thr, &sig, string, &a, &b);
	      //  				printf("chipSummary> sig %e thr %e\n", sig, thr);
	      
	      hw->Fill(sig);
	      thr = thr / 65.;
	      
	      ht->SetBinContent(icol+1, irow+1, thr); 
	      
	      if ( h2 ) {
		if( h2->GetBinContent(icol+1, irow+1)  >= minThrDiff) {
		  
		  hd->Fill(sig);
		}
	      }
	    }
	  }
	  
	  fclose(sCurveFile);

	  c1->cd(2);
	  hw->Draw();
	  tl->DrawLatex(0.1, 0.92, "S-Curve widths: Noise (e^{-})");
	  
	  
	  /*		c1->cd(15);
			hd->SetLineColor(kRed);
			hd->Draw();
			tl->DrawLatex(0.1, 0.92, "S-Curve widths of dead bumps");
			if ( hd->GetEntries() > 0 ) {
			ts->DrawLatex(0.55, 0.82, Form("entries: %4.0f", hd->GetEntries()));
			ts->DrawLatex(0.55, 0.74, Form("#mu:%4.2f", hd->GetMean()));
			ts->DrawLatex(0.55, 0.66, Form("#sigma: %4.2f", hd->GetRMS()));
			}
	  */
	  
	  mN =  hw->GetMean();
	  sN =  hw->GetRMS();
	  nN =  hw->Integral(hw->GetXaxis()->GetFirst(), hw->GetXaxis()->GetLast());
	  nN_entries =  hw->GetEntries();
	  
	  under = hw->GetBinContent(0);
	  over  = hw->GetBinContent(hw->GetNbinsX()+1);
	  
	  
	  ts->DrawLatex(0.65, 0.82, Form("N: %4.0f", nN));
	  ts->DrawLatex(0.65, 0.74, Form("#mu: %4.1f", mN));
	  ts->DrawLatex(0.65, 0.66, Form("#sigma: %4.1f", sN));
	  
	  if ( under ) ts->DrawLatex(0.15, 0.55, Form("<= %i", under));			               
	  if ( over  ) ts->DrawLatex(0.75, 0.55, Form("%i =>", over ));
	  
	  c1->cd(3);
	  if ( ht->GetMaximum() < htmax ) { 
	    htmax = ht->GetMaximum();
	  }
	  if ( ht->GetMinimum() > htmin ) {
	    htmin = ht->GetMinimum();
	  }
	  ht->GetZaxis()->SetRangeUser(htmin,htmax);
	  ht->Draw("colz");
	  tl->DrawLatex(0.1, 0.92, "Vcal Threshold Untrimmed");
	  
	}
	
	// -- Noise level map
	c1->cd(4);
        gPad->SetLogy(1);
 	gStyle->SetOptStat(1);

	float mV(0.), sV(0.), nV(0.), nV_entries(0.);
	over = 0.; under = 0.;

	if (!g->IsZombie())
	{
	      h1 = (TH1D*)g->Get(Form("VcalThresholdMap_C%iDistribution;7", chipId));
              if (h1) {
		h1->SetTitle("");
		h1->SetAxisRange(0., 100.);
		h1->Draw();

		mV = h1->GetMean();
		sV = h1->GetRMS();
		nV = h1->Integral(h1->GetXaxis()->GetFirst(), h1->GetXaxis()->GetLast());
		nV_entries = h1->GetEntries();

		under = h1->GetBinContent(0);
		over  = h1->GetBinContent(h1->GetNbinsX()+1);
              }
              else {

	        ++nRootFileProblems;
		mV = 0.;
		sV = 0.;
               
              }

	      ts->DrawLatex(0.15, 0.82, Form("N: %4.0f", nV));
	      ts->DrawLatex(0.15, 0.74, Form("#mu: %4.1f", mV));
	      ts->DrawLatex(0.15, 0.66, Form("#sigma: %4.1f", sV));
	      
	      if ( under ) ts->DrawLatex(0.15, 0.55, Form("<= %i", under));			               
	      if ( over  ) ts->DrawLatex(0.75, 0.55, Form("%i =>", over ));
	}

	tl->DrawLatex(0.1, 0.92, "Vcal Threshold Trimmed");

	
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	// Row 2
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

	// -- Bump Map
	TH2D *hbm;

	c1->cd(5);
	gStyle->SetOptStat(0);
	hbm = (TH2D*)f->Get(Form("vcals_xtalk_C%i", chipId));
        
        if (hbm) {

	  h2->SetTitle("");
	  h2->GetZaxis()->SetRangeUser(minThrDiff, maxThrDiff);
	  h2->Draw("colz");
	  tl->DrawLatex(0.1, 0.92, "Bump Bonding Problems");
	}

	else { ++nRootFileProblems; }

	// -- Bump Map
	c1->cd(6);  
	gPad->SetLogy(1);
	//gStyle->SetOptStat(1);
	h1 = (TH1D*)f->Get(Form("vcals_xtalk_C%iDistribution", chipId));

        if (h1) {
  	  h1->SetTitle("");
	  h1->GetXaxis()->SetRangeUser(-50., 50.);
	  h1->GetYaxis()->SetRangeUser(0.5, 5.0*h1->GetMaximum());
	  h1->DrawCopy();
	  tl->DrawLatex(0.1, 0.92, "Bump Bonding");
	
	} else { 
	  
	  ++nRootFileProblems; 
	}
	
	// -- Trim bits
	int trimbitbins(3);
	c1->cd(7); 
	gPad->SetLogy(1);
	h1 = (TH1D*)f->Get(Form("TrimBit14_C%i", chipId));
	if (h1) {
	  h1->SetTitle("");
	  h1->SetAxisRange(0., 60.);
	  h1->SetMinimum(0.5);
	  h1->Draw("");
	  tl->DrawLatex(0.1, 0.92, "Trim Bit Test");          
	}
	else { ++nRootFileProblems; }

	h1 = (TH1D*)f->Get(Form("TrimBit13_C%i", chipId));
	if (h1) {
	  h1->SetLineColor(kRed);
	  h1->Draw("same");
	}
	else { ++nRootFileProblems; }

	h1 = (TH1D*)f->Get(Form("TrimBit11_C%i", chipId));
	if (h1) {
	  h1->SetLineColor(kBlue);
	  h1->Draw("same");
	}
	else { ++nRootFileProblems; }

	h1 = (TH1D*)f->Get(Form("TrimBit7_C%i", chipId));
	if (h1) {
	  h1->SetLineColor(kGreen);
	  h1->Draw("same");
	}	
	else { ++nRootFileProblems; }
	
	// -- For numerics and titels see at end


	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	// Row 3
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

	// -- Address decoding	
	// --------------------

	TH2D *ham;
	ham = (TH2D*)f1->Get(Form("AddressDecoding_C%i", chipId));

	c1->cd(9);
	gStyle->SetOptStat(0);
        if (ham) {

	  ham->SetTitle("");
	  ham->Draw("colz");
	  tl->DrawLatex(0.1, 0.92, "Address decoding");
	}

	else { ++nRootFileProblems; }

	// -- Address levels

	c1->cd(10); 
	gPad->SetLogy(1);
	h1 = (TH1D*)f1->Get(Form("AddressLevels_C%i", chipId));
        if (h1) {
	  h1->SetTitle("");
	  h1->SetAxisRange(-1500., 1500.);
	  h1->Draw();
	  tl->DrawLatex(0.1, 0.92, "Address Levels");
	
	} else { 
	  
	  ++nRootFileProblems; 
	}


	// -- PHCalibration: Linear Fit (Gain & Pedesdtal)
	// -----------------------------------------------

	TH1D *hg = new TH1D("hg", "", 300, -2.0, 5.5);
	TH2D *hgm = new TH2D("hgm", "", 52, 0., 52., 80, 0., 80.);
	
	TH1D *hp = new TH1D("hp", "", 900, -300., 600.);
	hp->StatOverflows(kTRUE);

	TH1D *rp = new TH1D("rp", "", 900, -300., 600.);
	rp->StatOverflows(kFALSE);

	TH1D *htmp;

	float par0, par1, par2, par3, par4, par5; // Parameters of Vcal vs. Pulse Height Fit

	float mG(0.), sG(0.), nG(0.), nG_entries(0.);
	float mP(0.), sP(0.), nP(0.), nP_entries(0.); 
	over = 0.; under = 0.;

	float ped, gain;
	int a,b;
	
	int mPbin(0), xlow(-100), xup(255), extra(0);       // for restricted RMS
	float pedMin(0), pedMax(1000);
	double integral(0.);

	sprintf(string, "%s/phCalibrationFit_C%i.dat", dirName, chipId);
	phLinearFile = fopen(string, "r");

	if (!phLinearFile) {
	  
	  printf("chipSummary> !!!!!!!!!  ----> phCal: Could not open file %s to read fit results\n", string);
	
	} else {
		
	  for (int i = 0; i < 2; i++) fgets(string, 200, phLinearFile);
	  
	  for (int icol = 0; icol < 52; ++icol)	{
	    for (int irow = 0; irow < 80; ++irow) {
	      fscanf(phLinearFile, "%e %e %e %e %e %e %s %2i %2i", 
		     &par0, &par1, &par2, &par3, &par4, &par5, string, &a, &b);
	      
	      if (par2 != 0.)  {  // dead pixels have par2 == 0.
		
		gain = 1./par2;
		ped = par3;
		hp->Fill(ped);
		hg->Fill(gain);
		hgm->SetBinContent(icol + 1, irow + 1, gain);
	      }
	    }
	  }
	  
	  fclose(phLinearFile);
	  

	  // -- Gain

	  c1->cd(11);

	  mG =  hg->GetMean();
	  sG =  hg->GetRMS();
	  nG =  hg->Integral(hg->GetXaxis()->GetFirst(), hg->GetXaxis()->GetLast());
	  nG_entries = hg->GetEntries();
	  
	  under = hg->GetBinContent(0);
	  over  = hg->GetBinContent(hp->GetNbinsX()+1);
	  	  
	  gPad->SetLogy(1);
	  hg->GetYaxis()->SetRangeUser(0.5, 5.0*hg->GetMaximum());
	  hg->Draw();
	  tl->DrawLatex(0.1, 0.92, "PH Calibration: Gain (ADC/DAC)");
	  
	  if ( hg->GetMean() > 1.75 ) {

	    ts->DrawLatex(0.15, 0.80, Form("N: %4.0f", nG));
	    ts->DrawLatex(0.15, 0.72, Form("#mu: %4.2f", mG));
	    ts->DrawLatex(0.15, 0.64, Form("#sigma: %4.2f", sG));

	  } else {

	    ts->DrawLatex(0.65, 0.80, Form("N: %4.0f", nG));
	    ts->DrawLatex(0.65, 0.72, Form("#mu: %4.2f", mG));
	    ts->DrawLatex(0.65, 0.64, Form("#sigma: %4.2f", sG));
	  }
	  
	    
	  if ( under ) ts->DrawLatex(0.15, 0.55, Form("<= %i", under));			               
	  if ( over  ) ts->DrawLatex(0.75, 0.55, Form("%i =>", over ));
	  
	  c1->cd(15);

	  hgm->Draw("colz");
	  tl->DrawLatex(0.1, 0.92, "PH Calibration: Gain (ADC/DAC)");

	  // -- Pedestal

	  c1->cd(12);

	  mP =  hp->GetMean();
	  sP =  hp->GetRMS();
	  nP =  hp->Integral(hp->GetXaxis()->GetFirst(), hp->GetXaxis()->GetLast());
	  nP_entries = hp->GetEntries();
	  
	  if ( nP > 0 ) {
	    
	    // -- restricted RMS
	    integral = 0.;
	    mPbin = -1000; xlow = -1000; xup = 1000;
	    over = 0.; under = 0.;
	    
	    mPbin = hp->GetXaxis()->FindBin(mP);
	    
	    for (int i = 0; integral <  pedDistr; i++) { 
		    
	      xlow = mPbin-i;
	      xup =  mPbin+i;
	      integral = hp->Integral(xlow, xup)/nP;
		    
	    }
		  
	    extra = xup - xlow;
	  }
	  else {

	    xlow = -300; xup = 600; extra = 0;
	    over = 0.; under = 0.;
	  }

  	  under = hp->Integral(0, xlow - extra);
  	  over  = hp->Integral(xup + 1.5*extra, hp->GetNbinsX());
		  
	  hp->GetXaxis()->SetRange(xlow - extra, xup + 1.5*extra);

	  nP    = hp->Integral(hp->GetXaxis()->GetFirst(), hp->GetXaxis()->GetLast());

	  pedMin = hp->GetBinCenter(xlow-extra);
	  pedMax = hp->GetBinCenter(xup+1.5*extra);


	  cout<< " ========> Ped min  " << pedMin << " Ped max " << pedMax 
	      << ", over: " << over << " under: " << under << endl;		

	  hp->DrawCopy();

	  rp->Add(hp);
	  rp->GetXaxis()->SetRange(xlow, xup);

	  mP =  rp->GetMean();
	  sP =  rp->GetRMS();

	  // box->DrawBox( rp->GetBinCenter(xlow), 0, rp->GetBinCenter(xup), 1.05*rp->GetMaximum());
	  rp->SetFillColor(kRed);
	  rp->SetFillStyle(3002);
	  rp->Draw("same");
	  line->DrawLine(rp->GetBinCenter(xlow), 0, rp->GetBinCenter(xlow), 0.6*rp->GetMaximum());
	  line->DrawLine(rp->GetBinCenter(xup),  0, rp->GetBinCenter(xup),  0.6*rp->GetMaximum());
	 
	  tl->DrawLatex(0.1, 0.92, "PH Calibration: Pedestal (DAC)");
		
	  if ( hp->GetMean() < 126. ) {

	    ts->DrawLatex(0.65, 0.82, Form("N: %4.0f", nP));
	    ts->SetTextColor(kRed);
	    ts->DrawLatex(0.65, 0.74, Form("#mu: %4.1f", mP));
	    ts->DrawLatex(0.65, 0.66, Form("#sigma: %4.1f", sP));
				
	  } else {

	    ts->DrawLatex(0.16, 0.82, Form("N: %4.0f", nP));
	    ts->SetTextColor(kRed);
	    ts->DrawLatex(0.16, 0.74, Form("#mu: %4.1f", mP));
	    ts->DrawLatex(0.16, 0.66, Form("#sigma: %4.1f", sP));
	  }

	  if ( under ) ts->DrawLatex(0.15, 0.55, Form("<= %i", under));			               
	  if ( over  ) ts->DrawLatex(0.75, 0.55, Form("%i =>", over ));
	  ts->SetTextColor(kBlack);
	  

		
	}

	
	// -- PHCalibration: Tanh Fit (Parameter1)
	// ----------------------------------------
	
	c1->cd(11);

	over = 0.; under = 0.;

	float nPar1(0.), nPar1_entries(0.), mPar1(0.), sPar1(0.);
	
        TH1D *hPar1 = new TH1D("par1", "", 350, -1., 6.);

	sprintf(string, "%s/phCalibrationFitTan_C%i.dat", dirName, chipId);
	phTanhFile = fopen(string, "r");
	
	if (!phTanhFile) {
	  
	  printf("chipSummary> !!!!!!!!!  ----> phCal: Could not open file %s to read fit results\n", string);
	
	} else {
	  
	  for (int i = 0; i < 2; i++) fgets(string, 200, phTanhFile);
	  
	  for (int icol = 0; icol < 52; ++icol) {
	    for (int irow = 0; irow < 80; ++irow) {
	      
	      fscanf(phTanhFile, "%e %e %e %e %s %2i %2i", &par0, &par1, &par2, &par3, string, &a, &b);		
	      hPar1->Fill(par1);
	    }
	  }
	  
	  fclose(phTanhFile);	


	  // -- Parameter 1

	  hPar1->SetLineColor(kBlue);
	  hPar1->Draw("same");
	  
	  mPar1 =  hPar1->GetMean();
	  sPar1 =  hPar1->GetRMS();
	  nPar1 =  hPar1->Integral(hPar1->GetXaxis()->GetFirst(), hPar1->GetXaxis()->GetLast());	
	  nPar1_entries = hPar1->GetEntries();
	  
	  under = hPar1->GetBinContent(0);
	  over  = hPar1->GetBinContent(hPar1->GetNbinsX()+1);
	  
	  ts->SetTextColor(kBlue);
	  
	  if ( hg->GetMean() > 1.75 ) {
	  
	    ts->DrawLatex(0.15, 0.40, "Par1:");
	    ts->DrawLatex(0.15, 0.30, Form("N: %4.0f", nPar1));
	    ts->DrawLatex(0.15, 0.22, Form("#mu: %4.2f", mPar1));
	    ts->DrawLatex(0.15, 0.14, Form("#sigma: %4.2f", sPar1));
	  
	  } else {

	    ts->DrawLatex(0.65, 0.40, "Par1:");
	    ts->DrawLatex(0.65, 0.30, Form("N: %4.0f", nPar1));
	    ts->DrawLatex(0.65, 0.22, Form("#mu: %4.2f", mPar1));
	    ts->DrawLatex(0.65, 0.14, Form("#sigma: %4.2f", sPar1));
	  }
	  
	    
	  if ( under ) ts->DrawLatex(0.15, 0.48, Form("<= %i", under));			               
	  if ( over  ) ts->DrawLatex(0.75, 0.48, Form("%i =>", over ));
	  ts->SetTextColor(kBlack);
	}



	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	// Row 4
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	
	// Trim Bits
	// ----------

	TH2D *htm = new TH2D("htm", "", 80, 0., 80., 52, 0., 52.);

	c1->cd(13);
	
	gStyle->SetOptStat(0);
	h2 = (TH2D*)f->Get(Form("TrimMap_C%i;8", chipId));

        if (h2) {
	  for (int icol = 0; icol < 52; ++icol) {
	    for (int irow = 0; irow < 80; ++irow) {
	      
	      htm->SetBinContent(irow+1, icol+1, h2->GetBinContent(icol+1, irow+1));
	    }
	  }
  	  h2->SetTitle("");
	  h2->GetZaxis()->SetRangeUser(0., 16.);
	  h2->Draw("colz");
	}

	else { ++nRootFileProblems; }

	tl->DrawLatex(0.1, 0.92, "Trim Bits");


	FILE *tCalFile;
	sprintf(string, "%s/../T-calibration/TemperatureCalibration_C%i.dat", dirName, chipId);
	tCalFile = fopen(string, "r");
	char tCalDir[200];
	sprintf(tCalDir, "%s/../T-calibration", dirName);

	if ( tCalFile ) {
	
	  analyse(tCalDir, chipId);
	}
	else {

	  c1->cd(14);
	  TGraph *graph = (TGraph*)f->Get(Form("TempCalibration_C%i", chipId));
	  if ( graph ) { graph->Draw("A*"); }
	  else { ++nRootFileProblems; }
	  tl->DrawLatex(0.1, 0.92, "Temperature calibration");
	}



	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	// -- Count defects and double counting
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

	float fl0, fl1, fl2, fl3, fl4, fl5, tmp;
	int   i1, i2;
	char hname[200];

//  	TH2D *get = 0, *hget = 0, *htb0 = 0, *htb1 = 0, *htb2 = 0, *htb3 = 0, *htb4 = 0;

//  	for (int i = 1; i < 6; ++i) {
	  
//  	  get = (TH2D*)f->Get(Form("CalThresholdMap_C%i;%i", chipId, i));

//  	  if (get) {
//  	    hget = (TH2D*)get->Clone();
//  	    hget->SetName(Form("TB0C%i", i));

//  	    if (i == 1) htb0 = hget;
//  	    if (i == 2) htb1 = hget;
//  	    if (i == 3) htb2 = hget;
//  	    if (i == 4) htb3 = hget;
//  	    if (i == 5) htb4 = hget;

//  	  }
//  	}


 	TH2D *htb[5];
 	for (int i = 0; i < 5; ++i) {

 	  htb[i] = (TH2D*)f->Get(Form("CalThresholdMap_C%i;%i", chipId, i+1));
	  htb[i]->SetName(Form("tbC%i%i", chipId, i+1));
 	}

	TH2D *htthr = 0;
 	htthr = (TH2D*)f->Get(Form("VcalThresholdMap_C%d;8", chipId));

	sprintf(string, "%s/SCurve_C%i.dat", dirName, chipId);
	sCurveFile = fopen(string, "r");

	sprintf(string, "%s/phCalibrationFit_C%i.dat", dirName, chipId);
	phLinearFile = fopen(string, "r");
	
	sprintf(string, "%s/phCalibrationFitTan_C%i.dat", dirName, chipId);
	phTanhFile = fopen(string, "r");
	
	if (sCurveFile)   for (int i = 0; i < 2; i++) fgets(string, 200, sCurveFile);
	if (phLinearFile) for (int i = 0; i < 2; i++) fgets(string, 200, phLinearFile);
	if (phTanhFile)   for (int i = 0; i < 2; i++) fgets(string, 200, phTanhFile);

	int px_counted    = 0;
	int px_funct_counted    = 0;
	int px_perf_counted    = 0;
	int trim_counted    = 0;
	int ph_counted    = 0;
	float tb_diff = 0;
	float tb, tb0;
	    
	for (int icol = 0; icol < 52; ++icol) {
	  for (int irow = 0; irow < 80; ++irow) {
	    
	    pixel_alive   = 1;
	    px_funct_counted = 0;
	    px_perf_counted = 0;
	    px_counted = 0;

	    trim_counted = 0;
	    ph_counted = 0;
	    
	    // -- Pixel alive
	    if (hpm && hpm->GetBinContent(icol+1, irow+1)  == 0)  { 
	      
	      pixel_alive = 0; 
	      
	      ++nDeadPixel;   
	      cout << Form("chipSummary> dead pixel %3d %3d: %7.5f", 
			   icol, irow, hpm->GetBinContent(icol+1, irow+1)) << endl;
	    }

	    if (hpm && hpm->GetBinContent(icol+1,irow+1)  > 10) { ++nNoisy1Pixel; px_counted = 1; px_funct_counted = 1;}
	    if (hpm && hpm->GetBinContent(icol+1, irow+1)  < 0) { ++nMaskDefect;  px_counted = 1; px_funct_counted = 1;}

	    if (hpm && (hpm->GetBinContent(icol+1, irow+1) < 10) 
		  && (hpm->GetBinContent(icol+1, irow+1) > 0) ) { ++nIneffPixel;  px_counted = 1; px_funct_counted = 1;}
	    
	    
	    // -- Bump bonding
	    if ( pixel_alive && hbm ) {
	      if ( hbm->GetBinContent(icol+1, irow+1)  >= minThrDiff ) {

		if ( px_counted )      nDoubleCounts++;
		px_counted = 1;

		if ( px_funct_counted ) nDoubleFunctCounts++;
		px_funct_counted = 1;
		
		++nDeadBumps;	
		
		cout << Form("chipSummary> bump defect %3d %3d: %7.5f", 
			     icol, irow, hbm->GetBinContent(icol+1, irow+1)) << endl;
	      }
	    }
	    
	    
	    // -- Trim bits 1 - 4
	    if ( pixel_alive && htb[0] ) {

	      tb0 = htb[0]->GetBinContent(icol+1, irow+1);
	      
	      for ( int i = 1; i <= 4; i++ ) {

		if ( htb[i] ) {
		  
		  tb = htb[i]->GetBinContent(icol+1, irow+1);

		  tb_diff = TMath::Abs(tb-tb0);

		  if (tb_diff  <= 2) {
		    
		    if ( px_counted ) nDoubleCounts++;
		    px_counted = 1;
		    
		    if ( px_funct_counted ) nDoubleFunctCounts++;
		    px_funct_counted = 1;
		    
		    if ( trim_counted ) nDoubleTrims++;
		    trim_counted = 1;
		    
		    ++nDeadTrimbits;
		    
		    cout << Form("chipSummary> trim bit defect %3d %3d: %4.2f", icol, irow, tb_diff) << endl;
		  }
		}
	      }
	    }

	    // -- Address decoding
	    if (pixel_alive && ham) {

	      if( ham->GetBinContent(icol+1, irow+1) < 1 ) {

		if ( px_counted ) nDoubleCounts++;
		px_counted = 1;
		    
		if ( px_funct_counted ) nDoubleFunctCounts++;
		px_funct_counted = 1;

		++nAddressProblems;

		cout << Form("chipSummary> address problem %3d %3d: %7.5f", 
			     icol, irow, ham->GetBinContent(icol+1, irow+1)) << endl;
	      }
	    }
	    
	    // -- Threshold
	    if (pixel_alive && htthr) {

	      if ( TMath::Abs(htthr->GetBinContent(icol+1, irow+1) - vcalTrim) > tthrTol ) {

		if ( px_counted ) nDoubleCounts++;
		px_counted = 1;
		    
		if ( px_perf_counted ) nDoublePerfCounts++;
		px_perf_counted = 1;

		++nThrDefect;

		cout << Form("chipSummary> threshold problem %3d %3d: %7.5f", 
			     icol, irow, htthr->GetBinContent(icol+1, irow+1)) << endl;
	      }
	    }

	    // -- Noise
	    fscanf(sCurveFile, "%e %e %s %2i %2i", &fl1, &fl2, string, &i1, &i2);

	    if (pixel_alive) {
	      if ( (fl2 < noiseMin) 
		   || (fl2 > noiseMax) ) {
		
		if ( px_counted ) nDoubleCounts++;
		px_counted = 1;
		    
		if ( px_perf_counted ) nDoublePerfCounts++;
		px_perf_counted = 1;
		
		++nNoisy2Pixel; 

		cout << Form("chipSummary> noise defect %3d %3d: %7.5f (%2i %2i)", 
			     icol, irow, fl2, i1, i2) << endl;
	      } 
	    }
	    
	    // -- Gain & Pedestal
	    fscanf(phLinearFile, "%e %e %e %e %e %e %s %2i %2i", 
		   &fl0, &fl1, &fl2, &fl3, &fl4, &fl5, string, &i1, &i2);

	    if (pixel_alive) {
	      
	      if (fl2 != 0) gain = 1./fl2;
	      ped = fl3;

	      if ( (gain < gainMin) || (gain > gainMax) ) {
		
		if ( px_counted ) nDoubleCounts++;
		px_counted = 1;
		    
		if ( px_perf_counted ) nDoublePerfCounts++;
		px_perf_counted = 1;

		if ( ph_counted ) nDoublePHs++;
		ph_counted = 1;

		++nGainDefect;

		cout << Form("chipSummary> gain defect %3d %3d: %7.5f (%2i %2i)", 
			     icol, irow, gain, i1, i2) << endl;
	      }

	      if ( (ped < pedMin) 
		   || (ped > pedMax) ) {
		
		if ( px_counted ) nDoubleCounts++;
		px_counted = 1;

		if ( px_perf_counted ) nDoublePerfCounts++;
		px_perf_counted = 1;

		if ( ph_counted ) nDoublePHs++;
		ph_counted = 1;

		++nPedDefect;

		cout << Form("chipSummary> pedestal defect %3d %3d: %7.5f (%2i %2i)", 
			     icol, irow, ped, i1, i2) << endl;
	      }
		
	      
	    }
	    

	    // -- Par1
	    fscanf(phTanhFile, "%e %e %e %e %s %2i %2i", 
		   &fl0, &fl1, &fl2, &fl3, string, &i1, &i2);
	    
	    if (pixel_alive && phTanhFile) {
	      
	      if ( (fl1 < par1Min) 
		   || (fl1 > par1Max) ) {
		
		if ( px_counted ) nDoubleCounts++;
		px_counted = 1;

		if ( px_perf_counted ) nDoublePerfCounts++;
		px_perf_counted = 1;

		if ( ph_counted ) nDoublePHs++;
		ph_counted = 1;

		++nPar1Defect;

		cout << Form("chipSummary> par1 defect %3d %3d: %7.5f (%2i %2i)", 
			     icol, irow, par1, i1, i2) << endl;
	      }
	    }
	    
	  }
	}
			
	fclose(sCurveFile); 
	fclose(phLinearFile);
	fclose(phTanhFile);
	      

	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	// Numerics and Titles
	// %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

	// -- Compute the final verdict on this chip  //?? FIXME (below is pure randomness)
	float finalVerdict(0);
	if (nDeadTrimbits > 0)    finalVerdict += 1;
	if (nDeadPixel > 0)       finalVerdict += 10;
	if (nNoisy1Pixel > 0)     finalVerdict += 10;
	if (nAddressProblems > 0) finalVerdict += 10;
	if (nDeadBumps > 0)       finalVerdict += 100;
	if (nNoisy2Pixel > 0)     finalVerdict += 1000;
	if (nThrDefect > 0)       finalVerdict += 10000;
	if (nGainDefect > 0)      finalVerdict += 100000;
	if (nPedDefect > 0)       finalVerdict += 100000;
	if (nPar1Defect > 0)      finalVerdict += 100000;

	// -- Defects
	c1->cd(8);
	tl->SetTextSize(0.10);
	tl->SetTextFont(22);
	double y = 0.98;

	y -= 0.11;
	tl->DrawLatex(0.1, y, "Summary");
// 	tl->DrawLatex(0.6, y, Form("%06d", finalVerdict));

	tl->SetTextFont(132);
	tl->SetTextSize(0.09);
	y -= 0.11;
	tl->DrawLatex(0.1, y, Form("Dead Pixels: "));
	tl->DrawLatex(0.7, y, Form("%4d", nDeadPixel));

// 	y -= 0.10;
// 	tl->DrawLatex(0.1, y, Form("Noisy Pixels 1: "));
// 	tl->DrawLatex(0.7, y, Form("%4d", nNoisy1Pixel));
	
	y -= 0.10;
	tl->DrawLatex(0.1, y, "Mask defects: ");
	tl->DrawLatex(0.7, y, Form("%4d", nMaskDefect));

	y -= 0.10;
	tl->DrawLatex(0.1, y, "Dead Bumps: ");
	tl->DrawLatex(0.7, y, Form("%4d", nDeadBumps));

	y -= 0.10;
	tl->DrawLatex(0.1, y, "Dead Trimbits: ");
	tl->DrawLatex(0.7, y, Form("%4d", nDeadTrimbits));

	y -= 0.10;
	tl->DrawLatex(0.1, y, "Address Probl: ");
	tl->DrawLatex(0.7, y, Form("%4d", nAddressProblems));

	y -= 0.10;
	tl->DrawLatex(0.1, y, Form("Noisy Pixels 2: "));
	tl->DrawLatex(0.7, y, Form("%4d", nNoisy2Pixel));

	y -= 0.10;
	tl->DrawLatex(0.1, y, Form("Trim Probl.: "));
	tl->DrawLatex(0.7, y, Form("%4d", nThrDefect));

	y -= 0.10;
	tl->DrawLatex(0.1, y, Form("PH defects: "));
	tl->DrawLatex(0.5, y, Form("%4d/", nGainDefect));

	tl->SetTextColor(kRed);
	tl->DrawLatex(0.6, y, Form("%4d/",nPedDefect));
	tl->SetTextColor(kBlack);

	tl->SetTextColor(kBlue);
	tl->DrawLatex(0.7, y, Form("%4d",nPar1Defect));
	tl->SetTextColor(kBlack);

// 	y -= 0.10;
// 	tl->DrawLatex(0.1, y, Form("Par1 defect: "));
// 	tl->DrawLatex(0.7, y, Form("%4d", nPar1Defect));


	// -- Operation Parameters
	c1->cd(16);
	
	y = 0.92;
	tl->SetTextSize(0.10);
	tl->SetTextFont(22);
	y -= 0.11;
	tl->DrawLatex(0.1, y, Form("Op. Parameters"));

	tl->SetTextFont(132);
	tl->SetTextSize(0.09);

	y -= 0.11;
	int vana(-1.);
        vana = dac_findParameter(dirName, "Vana", chipId);
	tl->DrawLatex(0.1, y, "VANA: ");
	if (vana >= 0.) tl->DrawLatex(0.6, y, Form("%3i DAC", vana));
	else tl->DrawLatex(0.7, y, "N/A");

	y -= 0.10;
	int caldel(-1.);
        caldel = dac_findParameter(dirName, "CalDel", chipId);
	tl->DrawLatex(0.1, y, "CALDEL: ");
	if (vana >= 0.) tl->DrawLatex(0.6, y, Form("%3d DAC", caldel));
	else tl->DrawLatex(0.7, y, "N/A");

	y -= 0.10;
	int vthrcomp(-1.);
        vthrcomp = dac_findParameter(dirName, "VthrComp", chipId);
	tl->DrawLatex(0.1, y, "VTHR: ");
	if (vana >= 0.) tl->DrawLatex(0.6, y, Form("%3d DAC", vthrcomp));
	else tl->DrawLatex(0.7, y, "N/A");

	y -= 0.10;
	int vtrim(-1.);
        vtrim = dac_findParameter(dirName, "Vtrim", chipId);
	tl->DrawLatex(0.1, y, "VTRIM: ");
	if (vana >= 0.) tl->DrawLatex(0.6, y, Form("%3d DAC", vtrim));
	else tl->DrawLatex(0.7, y, "N/A");
	
	y -= 0.10;
	int ibias(-1.);
        ibias = dac_findParameter(dirName, "Ibias_DAC", chipId);
	tl->DrawLatex(0.1, y, "IBIAS_DAC: ");
	if (vana >= 0.) tl->DrawLatex(0.6, y, Form("%3d DAC", ibias));
	else tl->DrawLatex(0.7, y, "N/A");
       
	y -= 0.10;
	int voffset(-1.);
        voffset = dac_findParameter(dirName, "VoffsetOp", chipId);
	tl->DrawLatex(0.1, y, "VOFFSETOP: ");
	if (vana >= 0.) tl->DrawLatex(0.6, y, Form("%3d DAC", voffset));
	else tl->DrawLatex(0.7, y, "N/A");

	// -- Page title
	c1->cd(0);
	tl->SetTextSize(0.04);
	tl->SetTextFont(22);
	tl->DrawLatex(0.02, 0.97, Form("%s (C%i)", noslash.Data(), chipId));

	TDatime date;
	tl->SetTextSize(0.02);
	tl->DrawLatex(0.75, 0.97, Form("%s", date.AsString()));

	c1->SaveAs(Form("%s/chipSummary_C%i.ps", dirName, chipId));
	c1->SaveAs(Form("%s/C%i.png", dirName, chipId));
		

	// -- Dump into logfile
	ofstream OUT(Form("%s/summary_C%i.txt", dirName, chipId));
	OUT << "nDeadPixel: "         << nDeadPixel << endl;
	OUT << "nNoisy1Pixel: "       << nNoisy1Pixel << endl;
	OUT << "nDeadTrimbits: "      << nDeadTrimbits << endl;
	OUT << "nDeadBumps: "         << nDeadBumps << endl;
	OUT << "nMaskDefect: "        << nMaskDefect << endl;
	OUT << "nAddressProblems: "   << nAddressProblems << endl;
	OUT << "nNoisy2Pixel: "       << nNoisy2Pixel << endl;
	OUT << "nTThrDefect: "        << nThrDefect << endl;
	OUT << "nGainDefect: "        << nGainDefect << endl;
	OUT << "nPedDefect: "         << nPedDefect << endl;
	OUT << "nParDefect: "         << nPar1Defect << endl;
	OUT << "nDoubleCounts: "      << nDoubleCounts << endl;
	OUT << "nDoubleFunctCounts: " << nDoubleFunctCounts << endl;
	OUT << "nDoublePerfCounts: "  << nDoublePerfCounts << endl;
	OUT << "nDoubleTrims: "       << nDoubleTrims << endl;
	OUT << "nDoublePHs: "         << nDoublePHs << endl;
        OUT << "nRootFileProblems: "  << nRootFileProblems << endl;
	OUT << "SCurve "              << nN_entries    << " " << mN << " " << sN << endl;
	OUT << "Threshold "           << nV_entries    << " " << mV  << " " << sV << endl;
	OUT << "Gain "                << nG_entries    << " " << mG << " " << sG << endl;
	OUT << "Pedestal "            << nP_entries    << " " << mP << " " << sP << endl;
	OUT << "Parameter1 "          << nPar1_entries << " " << mPar1 << " " << sPar1 << endl;
	OUT.close();
	
}
Example #13
0
/** 
 * 
 * 
 * @param o 
 * @param useWeights 
 * @param correct
 *
 * @ingroup pwglf_forward_scripts_tests
 */
void
TestPoisson(Double_t o=.3, bool useWeights=false, bool correct=true)
{
  const char* load = "$ALICE_PHYSICS/PWGLF/FORWARD/analysis2/scripts/LoadLibs.C";
  if (!gROOT->GetClass("AliAODForwardMult")) {
    gROOT->Macro(load);
    gROOT->GetInterpreter()->UnloadFile(gSystem->ExpandPathName(load));
  }
  
  // --- Parameters of this script -----------------------------------
  Int_t      nBin =  5;  // Our detector matrix size 
  Int_t      nMax = TMath::Max(Int_t(nBin * nBin * o + .5)+nBin/2,nBin);  
  Int_t      nEv  = 10000; // Number of events
  Double_t   mp   = o;   // The 'hit' probability 


  TH2D* base = new TH2D("base", "Basic histogram", 
			nBin,-.5, nBin-.5, nBin, -.5, nBin-.5);
  base->SetXTitle("#eta");
  base->SetYTitle("#varphi");
  base->SetDirectory(0);
  base->SetOption("colz");

  Int_t tN1=nMax;    Double_t tMin1; Double_t tMax1;
  Int_t tN2=nMax*10; Double_t tMin2; Double_t tMax2=nMax;
  MakeIntegerAxis(tN1, tMin1, tMax1);
  MakeIntegerAxis(tN2, tMin2, tMax2);
  TH2D* corr = new TH2D("comp", "Comparison", 
			tN1, tMin1, tMax1, tN2, tMin2, tMax2);
  corr->SetXTitle("Input");
  corr->SetYTitle("Poisson");
  corr->SetDirectory(0);
  corr->SetOption("colz");
  corr->SetStats(0);
  TLine* lcorr = new TLine(0, 0, tMax2, tMax2);

  Int_t mm = TMath::Max(Int_t(nBin * o + .5),nBin/2);
  tN2=mm*10; tMax2 = mm;
  MakeIntegerAxis(tN2, tMin2, tMax2);
  Info("", "Making mean w/nbins=%d,range=[%f,%f]", tN2, tMin2, tMax2);
  TH2D* mean = new TH2D("mean", "Mean comparison", 
			tN2, tMin2, tMax2, tN2, tMin2, tMax2);
  mean->SetXTitle("Input");
  mean->SetYTitle("Poisson");
  mean->SetDirectory(0);
  mean->SetOption("colz");
  mean->SetStats(0);
  TLine* lmean = new TLine(tMin2, tMin2, tMax2, tMax2);

  TH1D* dist = new TH1D("dist", "Distribution of hits", tN1, tMin1, tMax1);
  dist->SetXTitle("s");
  dist->SetYTitle("P(s)");
  dist->SetFillColor(kRed+1);
  dist->SetFillStyle(3001);
  dist->SetDirectory(0);

  TH1D* diff = new TH1D("diff", "P-T", 100, -25, 25);
  diff->SetXTitle("Difference");
  diff->SetFillColor(kRed+1);
  diff->SetFillStyle(3001);
  diff->SetYTitle("Prob");

  AliPoissonCalculator* c = new AliPoissonCalculator("ignored");
  c->Init(nBin ,nBin);

  for (Int_t i = 0; i < nEv; i++) { 
    c->Reset(base);
    base->Reset();

    for (Int_t iEta = 0; iEta < nBin; iEta++) { 
      for (Int_t iPhi = 0; iPhi < nBin; iPhi++) { 
	// Throw a die 
	Int_t m = gRandom->Poisson(mp);
	dist->Fill(m);

	// Fill into our base histogram 
	base->Fill(iEta, iPhi, m);

	// Fill into poisson calculator 
	c->Fill(iEta, iPhi, m > 0, (useWeights ? m : 1));
      }
    }
    // Calculate the result 
    TH2D* res = c->Result(correct);
    
    // Now loop and compare 
    Double_t mBase = 0;
    Double_t mPois = 0;
    for (Int_t iEta = 0; iEta < nBin; iEta++) { 
      for (Int_t iPhi = 0; iPhi < nBin; iPhi++) { 
	Double_t p = res->GetBinContent(iEta, iPhi);
	Double_t t = base->GetBinContent(iEta, iPhi);

	mBase += t;
	mPois += p;
	corr->Fill(t, p);
	diff->Fill(p-t);
      }
    }
    Int_t nn = nBin * nBin;
    mean->Fill(mBase / nn, mPois / nn);
  }

  TCanvas* cc = new TCanvas("c", "c", 900, 900);
  cc->SetFillColor(0);
  cc->SetFillStyle(0);
  cc->SetBorderMode(0);
  cc->SetRightMargin(0.02);
  cc->SetTopMargin(0.02);
  cc->Divide(2,2);
  
  TVirtualPad* pp = cc->cd(1);
  pp->SetFillColor(0);
  pp->SetFillStyle(0);
  pp->SetBorderMode(0);
  pp->SetRightMargin(0.15);
  pp->SetTopMargin(0.02);
  pp->SetLogz();
  pp->SetGridx();
  pp->SetGridy();
  corr->Draw();
  lcorr->Draw();

  pp = cc->cd(2);
  pp->SetFillColor(0);
  pp->SetFillStyle(0);
  pp->SetBorderMode(0);
  pp->SetRightMargin(0.02);
  pp->SetTopMargin(0.02);
#if 0
  c->GetMean()->Draw();
#elif 1 
  pp->SetLogy();
  diff->Draw();
#elif 1
  c->GetOccupancy()->Draw();
#else
  pp->SetLogy();
  dist->SetStats(0);
  dist->Scale(1. / dist->Integral());
  dist->Draw();
  TH1D* m1 = c->GetMean();
  m1->Scale(1. / m1->Integral());
  m1->Draw("same");
  Double_t eI;
  Double_t ii = 100 * dist->Integral(2, 0);
  TLatex* ll = new TLatex(.97, .85, 
			  Form("Input #bar{m}: %5.3f", mp));
  ll->SetNDC();
  ll->SetTextFont(132);
  ll->SetTextAlign(31);
  ll->Draw();
  ll->DrawLatex(.97, .75, Form("Result #bar{m}: %5.3f", dist->GetMean()));
  ll->DrawLatex(.97, .65, Form("Occupancy: #int_{1}^{#infty}P(s)ds = %6.2f%%",
			       ii));
			 
#endif

  pp = cc->cd(3);
  pp->SetFillColor(0);
  pp->SetFillStyle(0);
  pp->SetBorderMode(0);
  pp->SetRightMargin(0.15);
  pp->SetTopMargin(0.02);
  pp->SetGridx();
  pp->SetGridy();
  c->GetCorrection()->Draw();

  pp = cc->cd(4);
  pp->SetFillColor(0);
  pp->SetFillStyle(0);
  pp->SetBorderMode(0);
  pp->SetRightMargin(0.15);
  pp->SetTopMargin(0.02);
  pp->SetLogz();
  pp->SetGridx();
  pp->SetGridy();
  mean->Draw();
  lmean->Draw();

  cc->cd();
}
Example #14
0
void draw_from_trees(TString var, TCut other_cuts,
		     TString weights, TString title, int nbinsx, 
		     double xlow, double xup,
		     TString options="plotSig:plotLog:plotData",
		     double cut_low=-1, double cut_high=-1,
		     TString plot_title="default")
{

  bool plotSig = options.Contains("plotSig") && (!options.Contains("!plotSig"));
  bool plotLog = options.Contains("plotLog") && (!options.Contains("!plotLog"));
  bool plotData = options.Contains("plotData") && (!options.Contains("!plotData"));
  bool sigStack = options.Contains("sigStack") && (!options.Contains("!sigStack"));

  // Book histograms
  TH1D * httbar = new TH1D("ttbar" , title, nbinsx, xlow, xup);
  TH1D * hqcd = new TH1D("qcd" , title, nbinsx, xlow, xup);
  TH1D * hznn = new TH1D("znn" , title, nbinsx, xlow, xup);
  TH1D * hwjets = new TH1D("wjets" , title, nbinsx, xlow, xup);
  TH1D * hother = new TH1D("other" , title, nbinsx, xlow, xup);
  TH1D * hmc_exp = new TH1D("mc_exp" , title, nbinsx, xlow, xup);
  TH1D * hsingle_top = new TH1D("single_top" , title, nbinsx, xlow, xup);  
  TH1D * ht1bbbb_1500_100 = new TH1D("t1bbbb_1500_100" , title, nbinsx, xlow, xup);
  TH1D * ht1bbbb_1000_900 = new TH1D("t1bbbb_1000_900" , title, nbinsx, xlow, xup);
  TH1D * ht1tttt_1500_100 = new TH1D("t1tttt_1500_100" , title, nbinsx, xlow, xup);
  TH1D * ht1tttt_1200_800 = new TH1D("t1tttt_1200_800" , title, nbinsx, xlow, xup);
  TH1D * ht1qqqq_1400_100 = new TH1D("t1qqqq_1400_100" , title, nbinsx, xlow, xup);
  TH1D * ht1qqqq_1000_800 = new TH1D("t1qqqq_1000_800" , title, nbinsx, xlow, xup);

  // Format cuts
  TCut cut(other_cuts);

  // TCut ttbar_weight("(weightppb*4000)/top_pt_weight_official");

  TCut ttbar_weight("(3.17760399999999981e-05*4000)");

  cout << "Filling histograms for " << var.Data() << endl;
  ttbar_ch->Project("ttbar",var,(cut)*ttbar_weight);
  qcd_ch->Project("qcd",var,cut*weights);
  znn_ch->Project("znn",var,cut*weights);
  wjets_ch->Project("wjets",var,(cut)*weights);
  other_ch->Project("other",var,cut*weights);
  single_top_ch->Project("single_top",var,cut*weights);
  t1bbbb_1500_100_ch->Project("t1bbbb_1500_100",var,(cut)*weights);
  t1bbbb_1000_900_ch->Project("t1bbbb_1000_900",var,(cut)*weights);
  t1tttt_1500_100_ch->Project("t1tttt_1500_100",var,(cut)*weights);
  t1tttt_1200_800_ch->Project("t1tttt_1200_800",var,(cut)*weights);
  t1qqqq_1400_100_ch->Project("t1qqqq_1400_100",var,(cut)*weights);
  t1qqqq_1000_800_ch->Project("t1qqqq_1000_800",var,(cut)*weights);


  bool addOverflow(true);
  Double_t e_overflow(0.), i_overflow(0.);
  if (addOverflow) {
    i_overflow=httbar->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    httbar->SetBinContent(nbinsx, i_overflow);
    httbar->SetBinError(nbinsx, e_overflow);
    i_overflow=hqcd->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    hqcd->SetBinContent(nbinsx, i_overflow);
    hqcd->SetBinError(nbinsx, e_overflow);
    i_overflow=hznn->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    hznn->SetBinContent(nbinsx, i_overflow);
    hznn->SetBinError(nbinsx, e_overflow);
    i_overflow=hwjets->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    hwjets->SetBinContent(nbinsx, i_overflow);
    hwjets->SetBinError(nbinsx, e_overflow);
    i_overflow=hsingle_top->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    hsingle_top->SetBinContent(nbinsx, i_overflow);
    hsingle_top->SetBinError(nbinsx, e_overflow);
    i_overflow=hother->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    hother->SetBinContent(nbinsx, i_overflow);
    hother->SetBinError(nbinsx, e_overflow);
    i_overflow=ht1bbbb_1500_100->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    ht1bbbb_1500_100->SetBinContent(nbinsx, i_overflow);
    ht1bbbb_1500_100->SetBinError(nbinsx, e_overflow);
    i_overflow=ht1bbbb_1000_900->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    ht1bbbb_1000_900->SetBinContent(nbinsx, i_overflow);
    ht1bbbb_1000_900->SetBinError(nbinsx, e_overflow);
    i_overflow=ht1tttt_1500_100->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    ht1tttt_1500_100->SetBinContent(nbinsx, i_overflow);
    ht1tttt_1500_100->SetBinError(nbinsx, e_overflow);
    i_overflow=ht1tttt_1200_800->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    ht1tttt_1200_800->SetBinContent(nbinsx, i_overflow);
    ht1tttt_1200_800->SetBinError(nbinsx, e_overflow);
    i_overflow=ht1qqqq_1400_100->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    ht1qqqq_1400_100->SetBinContent(nbinsx, i_overflow);
    ht1qqqq_1400_100->SetBinError(nbinsx, e_overflow);
    i_overflow=ht1qqqq_1000_800->IntegralAndError(nbinsx,nbinsx+1,e_overflow);
    ht1qqqq_1000_800->SetBinContent(nbinsx, i_overflow);
    ht1qqqq_1000_800->SetBinError(nbinsx, e_overflow);
  }

  
  // Add up MC histograms
  hmc_exp->Add(httbar);
  hmc_exp->Add(hqcd);
  hmc_exp->Add(hznn);
  hmc_exp->Add(hwjets);
  hmc_exp->Add(hsingle_top);
  hmc_exp->Add(hother);


  double binwidth = (xup - xlow) / nbinsx;
  TString ytitle = Form("Events / %.3f", binwidth);
  hmc_exp->GetXaxis()->SetTitle(httbar->GetXaxis()->GetTitle());
  hmc_exp->GetYaxis()->SetTitle(ytitle);
  cout << "... DONE: add all backgrounds to mc_exp." << endl;
  
  Double_t ttbar_e(0.), qcd_e(0.), znn_e(0.), wjets_e(0.), other_e(0.), single_top_e(0.), bg_tot_e(0.), t1tttt_1500_100_e(0.);
  double ttbar_n(httbar->IntegralAndError(0,nbinsx+1, ttbar_e));
  double qcd_n(hqcd->IntegralAndError(0,nbinsx+1, qcd_e));
  double znn_n(hznn->IntegralAndError(0,nbinsx+1, znn_e));
  double wjets_n(hwjets->IntegralAndError(0,nbinsx+1, wjets_e));
  double other_n(hother->IntegralAndError(0,nbinsx+1, other_e));
  double single_top_n(hsingle_top->IntegralAndError(0,nbinsx+1, single_top_e));
  double bg_tot(hmc_exp->IntegralAndError(0,nbinsx+1, bg_tot_e));
  double t1tttt_1500_100_n(ht1tttt_1500_100->IntegralAndError(0,nbinsx+1, t1tttt_1500_100_e));


  printf("Counts before cut: %s\n",var.Data());
  printf("&ttbar&qcd&znn&wjets&single top&other&t1bbbb_1500_100\\\\ \n");
  printf("%s & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f & %3.2f+-%3.2f \\\\\n",
	 var.Data(),
	 ttbar_n,ttbar_e,
	 qcd_n,qcd_e,
	 znn_n,znn_e,
	 wjets_n,wjets_e,
	 single_top_n,single_top_e,
	 other_n,other_e,
	 //	 hmc_exp->GetBinContent(1), hmc_exp->GetBinError(1),
	 bg_tot,bg_tot_e,
	 t1tttt_1500_100_n,t1tttt_1500_100_e);


  cout << "... DONE: filled histograms." << endl;
 
  if (sigStack) {
    for (int bin(0); bin<nbinsx; bin++) {
      ht1bbbb_1500_100->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
      ht1bbbb_1000_900->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
      ht1tttt_1500_100->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
      ht1tttt_1200_800->SetBinContent(bin+1, hmc_exp->GetBinContent(bin+1));
    }
  }
 
  THStack * hs = new THStack("hs", "");
  hs->Add(hother); 
  hs->Add(hsingle_top);
  hs->Add(hwjets);
  hs->Add(hznn);
  if (httbar->Integral()>hqcd->Integral()) {
    hs->Add(hqcd);
    hs->Add(httbar);
  } else {
    hs->Add(httbar);
    hs->Add(hqcd);
  }


  //hs->GetYaxis()->SetTitle("Events / 5 fb^{-1}");
  //hs->GetXaxis()->SetTitle(httbar->GetXaxis()->GetTitle());

  // Setup histogram styles
  set_style(httbar, "ttbar");
  set_style(hqcd, "qcd");
  set_style(hznn, "znn");
  set_style(hwjets, "wjets");
  set_style(hother, "other");
  set_style(hsingle_top, "single_top");

  // Setup auxiliary histograms (ratios, errors, etc)
  TH1D * staterr = (TH1D *) hmc_exp->Clone("staterr");
  staterr->Sumw2();
  //staterr->SetFillColor(kRed);
  staterr->SetFillColor(kGray+3);
  staterr->SetMarkerSize(0);
  staterr->SetFillStyle(3013);

 
  // Setup legends
  TLegend * leg1 = new TLegend(0.48, 0.6, 0.72, 0.92);
  set_style(leg1,0.025);
  if (plotData) leg1->AddEntry(hsingle_top, "Data", "pel");
  if (plotSig) {
    leg1->AddEntry(ht1bbbb_1500_100, "#splitline{T1bbbb}{(1500,100) GeV}", "l");
    leg1->AddEntry(ht1bbbb_1000_900, "#splitline{T1bbbb}{(1000,900) GeV}", "l");
    leg1->AddEntry(ht1tttt_1500_100, "#splitline{T1tttt}{(1500,100) GeV}", "l");
    leg1->AddEntry(ht1tttt_1200_800, "#splitline{T1tttt}{(1200,800) GeV}", "l");
    leg1->AddEntry(ht1qqqq_1400_100, "#splitline{T1qqqq}{(1400,100) GeV}", "l");
    leg1->AddEntry(ht1qqqq_1000_800, "#splitline{T1qqqq}{(1000,800) GeV}", "l");
  }
 

  TLegend * leg2 = new TLegend(0.72, 0.6, 0.94, 0.92);
  set_style(leg2,0.025);
  if (httbar->Integral()>hqcd->Integral()) {
    leg2->AddEntry(httbar, "t#bar{t}", "f");
    leg2->AddEntry(hqcd, "QCD", "f");
  } else {
    leg2->AddEntry(hqcd, "QCD", "f");
    leg2->AddEntry(httbar, "t#bar{t}", "f");
  }
  leg2->AddEntry(hznn, "Z+jets", "f");
  leg2->AddEntry(hwjets, "W+jets", "f");
  leg2->AddEntry(hsingle_top, "Single Top", "f");
  leg2->AddEntry(hother, "Other", "f");
  leg2->AddEntry(staterr, "MC uncert.", "f");
    
  double ymax = hs->GetMaximum();
  if (ht1tttt_1500_100->GetMaximum()>ymax) ymax=ht1tttt_1500_100->GetMaximum();
  if (ht1bbbb_1500_100->GetMaximum()>ymax) ymax=ht1bbbb_1500_100->GetMaximum();
  if (ht1qqqq_1400_100->GetMaximum()>ymax) ymax=ht1qqqq_1400_100->GetMaximum();


  if(plotLog) {
    hs->SetMaximum(200*ymax);
    hs->SetMinimum(0.1);
  }
  else {
    hs->SetMaximum(2*ymax);
    if (plot_title.Contains("baseline")) hs->SetMaximum(1.3*ymax);
  }
  // Vertical lines for cuts
  TLine* line_low = new TLine(cut_low,0,cut_low,1.5*ymax);
  TLine* line_high = new TLine(cut_high,0,cut_high,1.5*ymax);
  set_style(line_low);
  set_style(line_high);

  // Setup canvas and pads  
  TCanvas * c1 = new TCanvas("c1", "c1", 700, 700);
  TPad * pad1 = new TPad("pad1", "top pad" , 0.0, 0.3, 1.0, 1.0);
  TPad * pad2 = new TPad("pad2", "bottom pad", 0.0, 0.0, 1.0, 0.3);
  if(plotData) {
    pad1->SetBottomMargin(0.0);
    pad1->Draw();
    pad2->SetTopMargin(0.0);
    pad2->SetBottomMargin(0.35);
    pad2->Draw();
    pad1->cd();
    pad1->SetLogy(plotLog);
  }
  else {
    c1->cd();
    c1->SetLogy(plotLog);
  }
  // Draw hists
  hs->Draw("hist");
  hs->SetTitle(hmc_exp->GetTitle());
  hs->GetXaxis()->SetTitle(httbar->GetXaxis()->GetTitle());
  hs->GetYaxis()->SetTitle(ytitle);
  hs->GetXaxis()->SetLabelSize(0.03);
  hs->GetYaxis()->SetLabelSize(0.03);
  if (plotData) 
    {
      //  hsingle_top->Draw("e1 same");
      hs->GetXaxis()->SetLabelSize(0);
    }
  staterr->Draw("e2 same");
  if (plotSig) {
    ht1bbbb_1500_100->SetLineColor(2);
    ht1bbbb_1500_100->SetLineWidth(4);
    ht1bbbb_1500_100->SetFillColor(0);
    ht1bbbb_1000_900->SetLineColor(2);
    ht1bbbb_1000_900->SetLineWidth(4);
    ht1bbbb_1000_900->SetLineStyle(7);
    ht1bbbb_1000_900->SetFillColor(0);
    ht1tttt_1500_100->SetLineColor(kGreen);
    ht1tttt_1500_100->SetLineWidth(4);
    ht1tttt_1500_100->SetFillColor(0);
    ht1tttt_1200_800->SetLineColor(kGreen);
    ht1tttt_1200_800->SetLineStyle(7);
    ht1tttt_1200_800->SetLineWidth(4);
    ht1tttt_1200_800->SetFillColor(0);
    ht1qqqq_1400_100->SetLineColor(1006);
    ht1qqqq_1400_100->SetLineWidth(4);
    ht1qqqq_1400_100->SetFillColor(0);
    ht1qqqq_1000_800->SetLineColor(1006);
    ht1qqqq_1000_800->SetLineWidth(4);
    ht1qqqq_1000_800->SetLineStyle(7);
    ht1qqqq_1000_800->SetFillColor(0);
    ht1bbbb_1500_100->Draw("hist same");
    ht1bbbb_1000_900->Draw("hist same");
    ht1tttt_1500_100->Draw("hist same");
    ht1tttt_1200_800->Draw("hist same");
    ht1qqqq_1400_100->Draw("hist same");
    ht1qqqq_1000_800->Draw("hist same");
  }
  if (cut_low>0) line_low->Draw("same");
  if (cut_high>0) line_high->Draw("same");


  // Draw legends
  leg1->Draw();
  leg2->Draw();
  TLatex * latex = new TLatex();
  latex->SetNDC();
  latex->SetTextAlign(12);
  latex->SetTextFont(62);
  latex->SetTextSize(0.042);
  latex->DrawLatex(0.19, 0.89, "CMS Simulation");
  latex->SetTextSize(0.03);
  latex->DrawLatex(0.19, 0.84, "#sqrt{s} = 13 TeV, L = 4 fb^{-1}");
  
  // Print
  cout << "MakePlots(): Printing..." << endl;

  c1->cd();
  if (plot_title.EqualTo("default")) plot_title=plotdir+var;
  gPad->Print(plotdir+plot_title+".pdf");


  // Clean up
  delete staterr;
  delete leg1;
  delete leg2;
  delete latex;
  // delete pave;
  delete hs;
  delete pad1;
  delete pad2;
  delete c1;

  delete httbar;
  delete hqcd;
  delete hznn;
  delete hwjets;
  delete hsingle_top;
  delete hother;
  delete hmc_exp;

  delete ht1bbbb_1500_100;
  delete ht1bbbb_1000_900;
  delete ht1tttt_1500_100;
  delete ht1tttt_1200_800;
  delete ht1qqqq_1400_100;
  delete ht1qqqq_1000_800;

  cout << "MakePlots(): DONE!" << endl;

  return;
}
Example #15
0
void plotXY(char* fname){

  // input: root file from GBL

  gStyle->SetOptStat(0);
  Double_t w = 1.2; // number of RMS for gaussian fit
  TString filename = fname;
  TCanvas *cTop = new TCanvas("cTop","Residuals in lab frame, TOP", 800, 1000);
  TCanvas *cBot = new TCanvas("cBot","Residuals in lab frame, BOTTOM",800, 1000);
  cTop->SetFillColor(kBlue-10); cTop->SetFillStyle(3001);
  cBot->SetFillColor(kMagenta-10); cBot->SetFillStyle(3001);
  Double_t halfWid = 38.34/2.;
  Double_t halfLen = 98.33/2.;
  TBox *module = new TBox(-halfLen, -halfWid, halfLen, halfWid);
  module->SetLineColor(kMagenta);
  module->SetFillStyle(0);

  Int_t ic=0;
  TFile *f = new TFile(filename.Data());
  // extract string 
  Int_t idx2 = filename.Index("/");
  Int_t idx1 = filename.Index("_");
  TString outn = filename(idx1+1,idx2-(idx1+1));
  TString outname ="predXY_"; outname += outn.Data(); outname += ".txt";
  TString topName ="predXY_"; topName += outn.Data(); topName += "_topO.gif";
  TString botName ="predXY_"; botName += outn.Data(); botName += "_botO.gif";
  //  ofstream outf(outname.Data());
  // top
  Int_t nrow = 13;
  Double_t space = 0.007;
  Double_t space1 = 0.03;
  Double_t y2 = 1./13*nrow-space1;
  Double_t y1 = 1./13*(--nrow)-space1;
  TPad *tp1 = new TPad("tp1","tp1",0.33,y1,0.66,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *tp2 = new TPad("tp2","tp2",0.33,y1,0.66,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *tp3 = new TPad("tp3","tp3",0.33,y1,0.66,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *tp4 = new TPad("tp4","tp4",0.33,y1,0.66,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *tp5 = new TPad("tp5","tp5",0.33,y1,0.66,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *tp6 = new TPad("tp6","tp6",0.33,y1,0.66,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  Double_t off = 0.12;
  off = 0.165;
  y1 -= space1; y2 -= space1;
  space1 *= 2;
  TPad *tp7 = new TPad("tp7","tp7",0.+off,y1,0.33+off,y2);
  TPad *tp8 = new TPad("tp8","tp8",0.66-off,y1,1.-off,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *tp9 = new TPad("tp9","tp9",0.+off,y1,0.33+off,y2);
  TPad *tp10 = new TPad("tp10","tp10",0.66-off,y1,1.-off,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *tp11 = new TPad("tp11","tp11",0.+off,y1,0.33+off,y2);
  TPad *tp12 = new TPad("tp12","tp12",0.66-off,y1,1.-off,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *tp13 = new TPad("tp13","tp13",0.+off,y1,0.33+off,y2);
  TPad *tp14 = new TPad("tp14","tp14",0.66-off,y1,1.-off,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *tp15 = new TPad("tp15","tp15",0.+off,y1,0.33+off,y2);
  TPad *tp16 = new TPad("tp16","tp16",0.66-off,y1,1.-off,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *tp17 = new TPad("tp17","tp17",0.+off,y1,0.33+off,y2);
  TPad *tp18 = new TPad("tp18","tp18",0.66-off,y1,1.-off,y2);
  cout << " TOP " << endl;

  cTop->cd();
  tp1->Draw();
  tp2->Draw();
  tp3->Draw();
  tp4->Draw();
  tp5->Draw();
  tp6->Draw();
  tp7->Draw();
  tp8->Draw();
  tp9->Draw();
  tp10->Draw();
  tp11->Draw();
  tp12->Draw();
  tp13->Draw();
  tp14->Draw();
  tp15->Draw();
  tp16->Draw();
  tp17->Draw();
  tp18->Draw();

  ic = 2;
  Int_t ipad=0;
  for(Int_t i=1; i<4; i++){
    TString hisname = "h_xy_module_L"; hisname  += i;
    hisname += "t_halfmodule_axial_sensor0";
    TString layer = "L"; layer+=i; layer+= "TA"; 
    TH2D *his2 = (TH2D*) f->Get(hisname.Data());
    TH1D *his = (TH1D*)his2->ProjectionY();
    ipad++;
    TString pd = "tp"; pd+=ipad;
    TPad *pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    Double_t low = his->GetMean()-w*his->GetRMS();
    Double_t up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up);
    his2->Draw("colz");
    module->Draw("same");
    TF1 *fit = his->GetFunction("gaus");
    // cout << "sensor " << i << " axial mean :  " << his->GetMean()*1000. << " - RMS : " << his->GetRMS()*1000. << " (um) " << " " << his->GetEntries() << endl;
    // cout << "sensor " << i << " axial mu :  " << fit->GetParameter(1)*1000. << " - sigma : " << fit->GetParameter(2)*1000. << " (um) " << endl;
    // outf << layer.Data() << " " << fit->GetParameter(1)*1000. << " " << fit->GetParameter(2)*1000. << " " << his->GetEntries() << endl;

    hisname = "h_xy_module_L"; hisname  += i;
    hisname += "t_halfmodule_stereo_sensor0";
    layer = "L"; layer+=i; layer+= "TS"; 
    his2 = (TH2D*) f->Get(hisname.Data());
    his = (TH1D*)his2->ProjectionY();
    ipad++;
    pd = "tp"; pd+=ipad;
    pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
  }
  //  ic = 19;
  for(Int_t i=4; i<7; i++){
    TString hisname = "h_xy_module_L"; hisname  += i;
    TString hisname2 = hisname;
    hisname += "t_halfmodule_axial_hole_sensor0";
    hisname2 += "t_halfmodule_axial_slot_sensor0";
    TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
    Double_t norma2 = hisOther->GetMaximum();
    TString layer = "L"; layer+=i; layer+= "TAHo"; 
    TH2D *his2 = (TH2D*) f->Get(hisname.Data());
    TH1D *his = (TH1D*)his2->ProjectionY();     
    Double_t norma1 = his2->GetMaximum();
    Double_t normamax = TMath::Max(norma1,norma2);
    his2->SetMaximum(normamax);
    ipad++;
    TString pd = "tp"; pd+=ipad;
    TPad *pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    Double_t low = his->GetMean()-w*his->GetRMS();
    Double_t up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    TF1 *fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    hisname2 = hisname;
    hisname += "t_halfmodule_stereo_hole_sensor0";
    hisname2 += "t_halfmodule_stereo_slot_sensor0";
    TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
    norma2 = hisOther->GetMaximum();
    TString layer = "L"; layer+=i; layer+= "TAHo"; 
    TH2D *his2 = (TH2D*) f->Get(hisname.Data());
    TH1D *his = (TH1D*)his2->ProjectionY();     
    norma1 = his2->GetMaximum();
    normamax2 = TMath::Max(norma1,norma2);
    his2->SetMaximum(normamax2);
    layer = "L"; layer+=i; layer+= "TSHo"; 
    his2 = (TH2D*) f->Get(hisname.Data());
    his = (TH1D*)his2->ProjectionY();
    ipad++; ipad++;
    pd = "tp"; pd+=ipad;
    pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    hisname += "t_halfmodule_axial_slot_sensor0";
    layer = "L"; layer+=i; layer+= "TASl";
    his2 = (TH2D*) f->Get(hisname.Data());
    his2->SetMaximum(normamax);
    his = (TH1D*)his2->ProjectionY();     
    ipad--;
    pd = "tp"; pd+=ipad;
    pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    hisname += "t_halfmodule_stereo_slot_sensor0";
    layer = "L"; layer+=i; layer+= "TSSl"; 
    his2 = (TH2D*) f->Get(hisname.Data());
    his2->SetMaximum(normamax2);
    his = (TH1D*)his2->ProjectionY();     
    ipad++; ipad++;
    pd = "tp"; pd+=ipad;
    pad = (TPad*) cTop->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
  }
  cout << endl;
  cout << "------------------------" << endl;
  cout << endl;
  cout << " BOTTOM " << endl;
  nrow = 13;
  space = 0.007;
  space1 = 0.03;
  y2 = 1./13*nrow-space1;
  y1 = 1./13*(--nrow)-space1;
  TPad *bp1 = new TPad("bp1","bp1",0.33,y1,0.66,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *bp2 = new TPad("bp2","bp2",0.33,y1,0.66,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *bp3 = new TPad("bp3","bp3",0.33,y1,0.66,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *bp4 = new TPad("bp4","bp4",0.33,y1,0.66,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *bp5 = new TPad("bp5","bp5",0.33,y1,0.66,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *bp6 = new TPad("bp6","bp6",0.33,y1,0.66,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  off = 0.165;
  y1 -= space1; y2 -= space1;
  space1 *= 2;
  TPad *bp7 = new TPad("bp7","bp7",0.+off,y1,0.33+off,y2);
  TPad *bp8 = new TPad("bp8","bp8",0.66-off,y1,1.-off,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *bp9 = new TPad("bp9","bp9",0.+off,y1,0.33+off,y2);
  TPad *bp10 = new TPad("bp10","bp10",0.66-off,y1,1.-off,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *bp11 = new TPad("bp11","bp11",0.+off,y1,0.33+off,y2);
  TPad *bp12 = new TPad("bp12","bp12",0.66-off,y1,1.-off,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *bp13 = new TPad("bp13","bp13",0.+off,y1,0.33+off,y2);
  TPad *bp14 = new TPad("bp14","bp14",0.66-off,y1,1.-off,y2);
  y2 = y1-space; y1 = 1./13.*(--nrow)-space1;
  TPad *bp15 = new TPad("bp15","bp15",0.+off,y1,0.33+off,y2);
  TPad *bp16 = new TPad("bp16","bp16",0.66-off,y1,1.-off,y2);
  y2 = y1; y1 = 1./13.*(--nrow)-space1;
  TPad *bp17 = new TPad("bp17","bp17",0.+off,y1,0.33+off,y2);
  TPad *bp18 = new TPad("bp18","bp18",0.66-off,y1,1.-off,y2);

  cBot->cd();
  bp1->Draw();
  bp2->Draw();
  bp3->Draw();
  bp4->Draw();
  bp5->Draw();
  bp6->Draw();
  bp7->Draw();
  bp8->Draw();
  bp9->Draw();
  bp10->Draw();
  bp11->Draw();
  bp12->Draw();
  bp13->Draw();
  bp14->Draw();
  bp15->Draw();
  bp16->Draw();
  bp17->Draw();
  bp18->Draw();

  cBot->cd();
  bp1->Draw();
  bp2->Draw();
  bp3->Draw();
  bp4->Draw();
  bp5->Draw();
  bp6->Draw();
  bp7->Draw();
  bp8->Draw();
  bp9->Draw();
  bp10->Draw();
  bp11->Draw();
  bp12->Draw();
  bp13->Draw();
  bp14->Draw();
  bp15->Draw();
  bp16->Draw();
  bp17->Draw();
  bp18->Draw();

  ic=0;
  ipad = 0;
  for(Int_t i=1; i<4; i++){
    TString hisname = "h_xy_module_L"; hisname  += i;
    TString hisname2 = hisname;
    hisname += "b_halfmodule_stereo_sensor0";
    hisname2 += "b_halfmodule_axial_sensor0";
    TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
    Double_t norma2 = hisOther->GetMaximum();
    TString layer = "L"; layer+=i; layer+= "BS"; 
    TH2D *his2 = (TH2D*) f->Get(hisname.Data());
    Double_t norma1 = his2->GetMaximum();
    Double_t normamax = TMath::Max(norma1,norma2);
    //    his2->SetMaximum(normamax);
    TH1D *his = (TH1D*)his2->ProjectionY();     
    if(layer.Contains("1")){his->SetFillColor(kRed);}
    else if(layer.Contains("2")){his->SetFillColor(kOrange);}
    else if(layer.Contains("3")){his->SetFillColor(kYellow);}
    else if(layer.Contains("4")){his->SetFillColor(kGreen);}
    else if(layer.Contains("5")){his->SetFillColor(kCyan);}
    else if(layer.Contains("6")){his->SetFillColor(kBlue);}
    if(layer.Contains("A")){his->SetFillStyle(3007);}
    else if(layer.Contains("S")){his->SetFillStyle(3004);}
    //    cBot->cd(++ic);
    ipad++;
    TString pd = "bp"; pd+=ipad;
    TPad *pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    Double_t low = his->GetMean()-w*his->GetRMS();
    Double_t up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    TF1 *fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    hisname += "b_halfmodule_axial_sensor0";
    layer = "L"; layer+=i; layer+= "BA"; 
    his2 = (TH2D*) f->Get(hisname.Data());
    //   his2->SetMaximum(normamax);
    his = (TH1D*)his2->ProjectionY();     
    ipad++;
    pd = "bp"; pd+=ipad;
    pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
  }
  for(Int_t i=4; i<7; i++){
    TString hisname = "h_xy_module_L"; hisname  += i;
    TString hisname2 = hisname;
    hisname += "b_halfmodule_stereo_hole_sensor0";
    hisname2 += "b_halfmodule_stereo_slot_sensor0";
    TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
    Double_t norma2 = hisOther->GetMaximum();
    TString layer = "L"; layer+=i; layer+= "BSHo"; 
    TH2D *his2 = (TH2D*) f->Get(hisname.Data());
    TH1D *his = (TH1D*)his2->ProjectionY();     
    Double_t norma1 = his2->GetMaximum();
    Double_t normamax1 = TMath::Max(norma1,norma2);
    his2->SetMaximum(normamax1);
    ipad++; 
    TString pd = "bp"; pd+=ipad;
    TPad *pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    Double_t low = his->GetMean()-w*his->GetRMS();
    Double_t up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    TF1 *fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    TString hisname2 = hisname;
    hisname += "b_halfmodule_axial_hole_sensor0";
    hisname2 += "b_halfmodule_axial_slot_sensor0";
    TH2D *hisOther = (TH2D*) f->Get(hisname2.Data());
    Double_t norma2 = hisOther->GetMaximum();
    TString layer = "L"; layer+=i; layer+= "BAHo"; 
    TH2D *his2 = (TH2D*) f->Get(hisname.Data());
    TH1D *his = (TH1D*)his2->ProjectionY();     
    Double_t norma1 = his2->GetMaximum();
    Double_t normamax2 = TMath::Max(norma1,norma2);
    his2->SetMaximum(normamax2);
    ipad++; ipad++;
    pd = "bp"; pd+=ipad;
    pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    hisname += "b_halfmodule_stereo_slot_sensor0";
    layer = "L"; layer+=i; layer+= "BSSl"; 
    his2 = (TH2D*) f->Get(hisname.Data());
    his2->SetMaximum(normamax1);
    his = (TH1D*)his2->ProjectionY();     
    ipad--;
    pd = "bp"; pd+=ipad;
    pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
    hisname = "h_xy_module_L"; hisname  += i;
    hisname += "b_halfmodule_axial_slot_sensor0";
    layer = "L"; layer+=i; layer+= "BASl"; 
    his2 = (TH2D*) f->Get(hisname.Data());
    his2->SetMaximum(normamax2);
    his = (TH1D*)his2->ProjectionY();     
    ipad++; ipad++;
    pd = "bp"; pd+=ipad;
    pad = (TPad*) cBot->GetListOfPrimitives()->FindObject(pd.Data());
    pad->cd();
    low = his->GetMean()-w*his->GetRMS();
    up = his->GetMean()+w*his->GetRMS();    
    his->Fit("gaus","Q0","",low,up); his2->Draw("colz");
    module->Draw("same");
    fit = his->GetFunction("gaus");
  }

  //  outf.close();
  cTop->SaveAs(topName.Data());
  cBot->SaveAs(botName.Data());

}
Example #16
0
TH1D *
GetTPCTOFRatio(TFile *file, Int_t num, Int_t den, Int_t cent, Bool_t cutSpectrum = kTRUE)
{
  /* pt limits for combined spectra */
  Double_t ptMin_[9] = {
    0.0, 0.0, 0.0, 
    0., 0., 0., 
    0.5, 0.5, 0.5
  };
  Double_t ptMax_[9] = {
    1.2, 1.2, 1.2, 
    1.2, 1.2, 1.2, 
    1.8, 1.8, 1.8
  };

  Double_t ptMin = TMath::Max(ptMin_[num], ptMin_[den]);
  Double_t ptMax = TMath::Min(ptMax_[num], ptMax_[den]);

  Int_t part = 0, charge = 0;
  if (num == kPiMinus && den == kPiPlus) {
    part = AliPID::kPion;
    charge = 1;
  }
  else if (num == kKaMinus && den == kKaPlus) {
    part = AliPID::kKaon;
    charge = 1;
  }
  else if (num == kPrMinus && den == kPrPlus) {
    part = AliPID::kProton;
    charge = 1;
  }
  else if (num == kKaMinus && den == kPiMinus) {
    part = AliPID::kKaon;
    charge = 1;
  }
  else if (num == kKaPlus && den == kPiPlus) {
    part = AliPID::kKaon;
    charge = 0;
  }
  else if (num == kPrMinus && den == kPiMinus) {
    part = AliPID::kProton;
    charge = 1;
  }
  else if (num == kPrPlus && den == kPiPlus) {
    part = AliPID::kProton;
    charge = 0;
  }

  TH1D *hin = (TH1D *)file->Get(Form("%sFinal%s%d", TPCTOFPartName[part], TPCTOFChargeName[charge], cent));
  if (!hin) return NULL;

  TH1D *h = new TH1D(Form("hTPCTOF_cent%d_%s_%s", cent, ratioName[num], ratioName[den]), "TPCTOF", NptBins, ptBin);
  Double_t pt, width, value, error;
  Int_t bin;
  for (Int_t ipt = 0; ipt < NptBins; ipt++) {
    /* get input bin */
    pt = h->GetBinCenter(ipt + 1);
    width = h->GetBinWidth(ipt + 1);
    bin = hin->FindBin(pt);
    /* sanity check */
    if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
	TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
      continue;
    /* check pt limits */
    if (cutSpectrum && (pt < ptMin || pt > ptMax)) continue;
    /* copy bin */
    value = hin->GetBinContent(bin);
    error = hin->GetBinError(bin);
    h->SetBinContent(ipt + 1, value);
    h->SetBinError(ipt + 1, error);
  }
  
  h->SetTitle("TPCTOF");
  h->SetLineWidth(1);
  h->SetLineColor(1);
  h->SetMarkerStyle(22);
  h->SetMarkerColor(8);
  h->SetFillStyle(0);
  h->SetFillColor(0);
  
  return h;
}
Example #17
0
void MakeClosurePlot(TH1D* hObs, TH1D* hPred, TString name, bool logy=true) {
  set_style(hObs,"data_obs");
  set_style(hPred,"pred");

  // Setup canvas and pads
  TCanvas * c1 = new TCanvas("c1", "c1", 700, 700);
  c1->SetFillStyle(4000);
  TPad * pad1 = new TPad("pad1", "top pad" , 0.0, 0.3, 1.0, 1.0);
  pad1->SetFillStyle(4000);
  pad1->SetBottomMargin(0.0);
  pad1->Draw();
  TPad * pad2 = new TPad("pad2", "bottom pad", 0.0, 0.0, 1.0, 0.3);
  pad2->SetFillStyle(4000);
  pad2->SetTopMargin(0.0);
  pad2->SetBottomMargin(0.35);
  pad2->Draw();
  pad1->cd();
  pad1->SetLogy(logy);

  TH1D * staterr = (TH1D *) hPred->Clone("staterr");
  //  staterr->Sumw2();
  //staterr->SetFillColor(kRed);
  staterr->SetFillColor(kGray+3);
  staterr->SetMarkerSize(0);
  staterr->SetFillStyle(3013);

  //cout << "Compute ratio hist..." << endl;
  TH1D * ratio = (TH1D *) hPred->Clone("ratio");
  //ratio->Sumw2();
  ratio->SetMarkerSize(0.8);
  ratio->SetMarkerColor(1);
  //ratio->SetMarkerSize(0.5);
  ratio->Divide(hObs, hPred, 1., 1., "B");
  ratio->Print("all");
  TH1D * ratiostaterr = (TH1D *) hObs->Clone("ratiostaterr");
  //  ratiostaterr->Sumw2();
  ratiostaterr->SetStats(0);
  ratiostaterr->SetTitle(hPred->GetTitle());
  ratiostaterr->GetYaxis()->SetTitle("Obs/Pred.");
  ratiostaterr->SetMaximum(2.2);
  ratiostaterr->SetMinimum(0);
  ratiostaterr->SetMarkerSize(0);
  //ratiostaterr->SetFillColor(kRed);
  ratiostaterr->SetFillColor(kGray+3);
  ratiostaterr->SetFillStyle(3013);
  ratiostaterr->GetXaxis()->SetLabelSize(0.2);
  ratiostaterr->GetXaxis()->SetLabelOffset(0.03);
  ratiostaterr->GetXaxis()->SetTitleSize(0.14);
  ratiostaterr->GetXaxis()->SetTitleOffset(1.10);
  ratiostaterr->GetYaxis()->SetLabelSize(0.10);
  ratiostaterr->GetYaxis()->SetTitleSize(0.12);
  ratiostaterr->GetYaxis()->SetTitleOffset(0.6);
  ratiostaterr->GetYaxis()->SetNdivisions(505);
  TLine* ratiounity = new TLine(hPred->GetBinLowEdge(1),1,hPred->GetBinLowEdge(hPred->GetNbinsX()+1),1);
  ratiounity->SetLineStyle(2);
  for (Int_t i = 0; i < hPred->GetNbinsX()+2; i++) {
    // if (hObs->GetBinContent(i)>0.) ratio->SetBinError(i, hObs->GetBinError(i)/hObs->GetBinContent(i)); // just the fractional uncertainty on the observation
    ratiostaterr->SetBinContent(i, 1.0);
    if (hPred->GetBinContent(i) > 1e-6) { //< not empty
      double binerror = hPred->GetBinError(i) / hPred->GetBinContent(i);
      ratiostaterr->SetBinError(i, binerror);
    } else {
      ratiostaterr->SetBinError(i, 999.);
    }
  }
  TH1D * ratiosysterr = (TH1D *) ratiostaterr->Clone("ratiosysterr");
  //  ratiosysterr->Sumw2();
  ratiosysterr->SetMarkerSize(0);
  ratiosysterr->SetFillColor(kYellow-4);
  //ratiosysterr->SetFillStyle(3002);
  ratiosysterr->SetFillStyle(1001);
  for (Int_t i = 0; i < hPred->GetNbinsX()+2; i++) {
    if (hPred->GetBinContent(i) > 1e-6) { //< not empty
      double binerror2 = (pow(hPred->GetBinError(i), 2));
      double binerror = sqrt(binerror2);
      ratiosysterr->SetBinError(i, binerror / hPred->GetBinContent(i));
    }
  }


  double max = hObs->GetMaximum();
  if (hPred->GetMaximum() > max) max = hPred->GetMaximum();

  if (logy) {
    hPred->SetMaximum(max*10);
    hPred->SetMinimum(0.09);
  } else {
    hPred->SetMaximum(max*1.5);
    hPred->SetMinimum(0.);
  }

  hPred->GetYaxis()->SetTitle("Events / bin");
  hPred->Draw("hist");
  hObs->Draw("e1,same");
  staterr->Draw("e2 same");
  hPred->GetXaxis()->SetTitleSize(0.035);
  hPred->GetXaxis()->SetLabelSize(0.035);
  /* hObs->GetYaxis()->SetTitleSize(0.035); */
  /* hObs->GetYaxis()->SetLabelSize(0.035); */

  TLegend * leg2 = new TLegend(0.72, 0.68, 0.94, 0.92);
  set_style(leg2,0.035);
  leg2->AddEntry(hObs,"Obs.","elp");
  leg2->AddEntry(hPred,"Pred.","f");
  leg2->AddEntry(staterr, "Syst. uncert.", "f");
  leg2->Draw();
  TLatex * latex = new TLatex();
  latex->SetNDC();
  latex->SetTextAlign(12);
  latex->SetTextFont(62);
  latex->SetTextSize(0.042);
  latex->DrawLatex(0.19, 0.89, "CMS Simulation");
  latex->SetTextSize(0.03);
  TString stamp = Form("#sqrt{s} = 13 TeV, L = %3.1f fb^{-1}", int_lumi);
  latex->DrawLatex(0.19, 0.84, stamp);

  pad2->cd();
  pad2->SetGridy(0);
  ratiostaterr->GetXaxis()->SetRangeUser(0,6);
  ratiostaterr->Draw("e2");
  //ratiosysterr->Draw("e2 same");
  ratiostaterr->Draw("e2 same");
  ratiounity->Draw();
  ratio->Draw("e1 same");

  TPaveText * pave = new TPaveText(0.18, 0.86, 0.4, 0.96, "brNDC");
  pave->SetLineColor(0);
  pave->SetFillColor(kWhite);
  pave->SetShadowColor(0);
  pave->SetBorderSize(1);
  double nchisq = hObs->Chi2Test(hPred, "UWCHI2/NDF, P"); // MC uncert. (stat)
  double p_value = hObs->Chi2Test(hPred, "UW"); // MC uncert. (stat)
  // //double kolprob = hdata_obs->KolmogorovTest(hmc_pred); // MC uncert. (stat)
  TText * text = pave->AddText(Form("#chi_{#nu}^{2}/ndf = %.3f, p = %.3f", nchisq, p_value));
  // //TText * text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f", nchisq, kolprob));
  text->SetTextFont(62);
  text->SetTextSize(0.07);
  // text->SetTextSize(0.06);
  pave->Draw();
  
  /* TLegend * ratioleg = new TLegend(0.72, 0.88, 0.94, 0.96); */
  /* set_style(ratioleg); */
  /* ratioleg->SetTextSize(0.07); */
  /* ratioleg->AddEntry(ratiostaterr, "MC uncert. (stat)", "f"); */
  /* ratioleg->Draw(); */

  pad1->cd();
  gPad->RedrawAxis();
  gPad->Modified();
  gPad->Update();
  pad2->cd();
  gPad->RedrawAxis();
  gPad->Modified();
  gPad->Update();

  c1->cd();
  
  c1->Print("Closure/plots/no_dp_cut/"+name+".pdf");

  delete staterr;
  delete ratio;
  delete ratiostaterr;
  delete ratiosysterr;
  delete leg2;
  // delete ratioleg;
  delete pad1;
  delete pad2;
  delete c1;
  delete latex;
  
}
Example #18
0
// -----------------------------------------------------------------------------
//
TCanvas* aDrawBkgdPlots( TString path, 
			 TString canvas_name, 
			 TString name, 
			 TString dirmame, 
			 int rebin, 
			 bool norm, 
			 bool log,
			 TDirectory* file )
{

  // SetSomeStyles();

  // Create legend
  TLegend* legend = new TLegend( 0.75, 0.65, 0.92, 0.92, NULL, "brNDC" );
  legend->SetFillColor(0);
  legend->SetLineColor(0); 
  
  // Create canvas
  TCanvas* aCanvas = getaCanvas( canvas_name, file, log );
  
  // Create histograms
  TH1D* qcd     = readHist( path, name, "IC5Calo_QCD_Pythia_Merged.root", dirmame, rebin );
  TH1D* tt_jets = readHist( path, name, "IC5Calo_TTbarJets.root", dirmame, rebin );
  TH1D* w_jets  = readHist( path, name, "IC5Calo_WJets.root", dirmame, rebin );
  TH1D* z_inv   = readHist( path, name, "IC5Calo_Zinv.root", dirmame, rebin );
  TH1D* z_jets  = readHist( path, name, "IC5Calo_ZJets.root", dirmame, rebin );
  TH1D* lm0     = readHist( path, name, "IC5Calo_LM0.root", dirmame, rebin );
  TH1D* lm1     = readHist( path, name, "IC5Calo_LM1.root", dirmame, rebin );

  // Combine Z+jets and Z->inv
  TH1D* z_all = z_inv->Clone(); 
  z_all->Add(z_jets,1);

//   TH1D* z_all = 0;
//   if ( z_inv && z_jets ) { 
//     z_all = z_inv->Clone(); 
//     z_all->Add(z_jets,1);
//   } else if ( z_inv ) { 
//     z_all = z_inv->Clone(); 
//   } else if ( z_jets ) { 
//     z_all = z_jets->Clone(); 
//   }
  
  // Select Z+jets and Z->inv separate or not
  bool combine = true;
  
  // Line colour and fill
  if ( qcd ) qcd->SetLineColor(kGreen+2);
  if ( qcd ) qcd->SetFillColor(kGreen+2);
  if ( qcd ) qcd->SetFillStyle(3003);
  if ( tt_jets ) tt_jets->SetLineColor(kBlue);
  if ( tt_jets ) tt_jets->SetLineStyle(1);
  if ( tt_jets ) tt_jets->SetLineWidth(1);
  w_jets->SetLineColor(kBlue);
  w_jets->SetLineStyle(3);
  w_jets->SetLineWidth(1);
  if ( combine ) {
    z_all->SetLineColor(kBlack);
    z_all->SetLineStyle(3);
    z_all->SetLineWidth(1);
  } else {
    z_inv->SetLineColor(kBlack);
    z_inv->SetLineStyle(1);
    z_inv->SetLineWidth(1);
    z_jets->SetLineColor(kBlack);
    z_jets->SetLineStyle(3);
    z_jets->SetLineWidth(1);
  }
  lm0->SetLineColor(kRed);
  lm0->SetLineStyle(1);
  lm0->SetLineWidth(2);
  lm1->SetLineColor(kRed);
  lm1->SetLineStyle(3);
  lm1->SetLineWidth(2);

  // Populate legend
  legend->AddEntry( qcd, " QCD", "f" );
  legend->AddEntry( lm0, " SUSY LM0", "L" );
  legend->AddEntry( lm1, " SUSY LM1", "L" );
  legend->AddEntry( tt_jets, " t#bar{t}+jets", "L" );
  legend->AddEntry( w_jets, " W+jets", "L" );
  if ( combine ) {
    legend->AddEntry( z_all, " Z", "L" );
  } else {
    legend->AddEntry( z_jets, " Z+jets", "L" );
    legend->AddEntry( z_inv, " Z#rightarrow#nu#nu", "L" );
  }

  // Calc maximum number of entries
  double aMax = 0.;
  if ( qcd->GetMaximum()     > aMax ) { aMax = qcd->GetMaximum(); }
  if ( lm0->GetMaximum()     > aMax ) { aMax = lm0->GetMaximum(); }
  if ( lm1->GetMaximum()     > aMax ) { aMax = lm1->GetMaximum(); }
  if ( tt_jets->GetMaximum() > aMax ) { aMax = tt_jets->GetMaximum(); }  
  if ( w_jets->GetMaximum()  > aMax ) { aMax = w_jets->GetMaximum(); }  
  if ( combine ) {
    if ( z_all->GetMaximum()  > aMax ) { aMax = z_all->GetMaximum(); }  
  } else {
    if ( z_inv->GetMaximum()   > aMax ) { aMax = z_inv->GetMaximum(); }  
    if ( z_jets->GetMaximum()  > aMax ) { aMax = z_jets->GetMaximum(); }  
  }

  // Calc minimum number of entries
  double aMin = 1.e12;
  if ( qcd->GetMinimum(1.e-12)     < aMin ) { aMin = qcd->GetMinimum(1.e-12); }
  if ( lm0->GetMinimum(1.e-12)     < aMin ) { aMin = lm0->GetMinimum(1.e-12); }
  if ( lm1->GetMinimum(1.e-12)     < aMin ) { aMin = lm1->GetMinimum(1.e-12); }
  if ( tt_jets->GetMinimum(1.e-12) < aMin ) { aMin = tt_jets->GetMinimum(1.e-12); }  
  if ( w_jets->GetMinimum(1.e-12)  < aMin ) { aMin = w_jets->GetMinimum(1.e-12); }  
  if ( combine ) {
    if ( z_all->GetMinimum(1.e-12)   < aMin ) { aMin = z_all->GetMinimum(1.e-12); }  
  } else {
    if ( z_inv->GetMinimum(1.e-12)   < aMin ) { aMin = z_inv->GetMinimum(1.e-12); }  
    if ( z_jets->GetMinimum(1.e-12)  < aMin ) { aMin = z_jets->GetMinimum(1.e-12); }  
  }

  if ( qcd ) qcd->GetYaxis()->SetTitleOffset(1.43);
  if ( qcd ) qcd->GetYaxis()->SetTitleSize(0.06);
  if ( qcd ) qcd->GetXaxis()->SetTitleSize(0.06);
  if ( qcd ) qcd->GetXaxis()->SetTitleOffset(0.9);

  if ( log ) {
    if ( qcd ) qcd->SetMaximum( aMax * 10. );
    if ( qcd ) qcd->SetMinimum( aMin * 0.1 );
  } else {
    if ( qcd ) qcd->SetMaximum( aMax * 1.1 );
    if ( qcd ) qcd->SetMinimum( aMin * 0.9 );
  }

  if ( norm ) {
    if ( qcd ) qcd->DrawNormalized("Ehist");
    if ( lm0->GetEntries() > 0. )     { lm0->DrawNormalized("hsame"); }
    if ( lm1->GetEntries() > 0. )     { lm1->DrawNormalized("hsame"); }
    if ( tt_jets->GetEntries() > 0. ) { tt_jets->DrawNormalized("hsame"); }
    if ( w_jets->GetEntries() > 0. )  { w_jets->DrawNormalized("hsame"); }
    if ( combine ) {
      if ( z_all->GetEntries() > 0. )   { z_all->DrawNormalized("hsame"); }
    } else {
      if ( z_inv->GetEntries() > 0. )   { z_inv->DrawNormalized("hsame"); }
      if ( z_jets->GetEntries() > 0. )  { z_jets->DrawNormalized("hsame"); }
    }
  } else {
    if ( qcd ) qcd->Draw("h");
    lm0->Draw("sameH");
    lm1->Draw("sameH");
    if ( tt_jets ) tt_jets->Draw("sameh");
    w_jets->Draw("sameH");
    if ( combine ) {
      z_all->Draw("sameH");
    } else {
      z_inv->Draw("sameH");
      z_jets->Draw("sameH");
    }
  }
  
  file->cd();
  legend->Draw("same");
  aCanvas->Write();
  return aCanvas;

}
Example #19
0
void fitWm(const TString  outputDir,   // output directory
           const Double_t lumi,        // integrated luminosity (/fb)
	   const Double_t nsigma=0     // vary MET corrections by n-sigmas (nsigma=0 means nominal correction)
) {
  gBenchmark->Start("fitWm");

  //--------------------------------------------------------------------------------------------------------------
  // Settings 
  //==============================================================================================================   
  
  // MET histogram binning and range
  const Int_t    NBINS   = 50;
  const Double_t METMAX  = 100;
  
  const Double_t PT_CUT  = 25;
  const Double_t ETA_CUT = 2.1;

  // file format for output plots
  const TString format("png"); 

    
  // recoil correction
  RecoilCorrector recoilCorr("../Recoil/ZmmData/fits.root");//, (!) uncomment to perform corrections to recoil from W-MC/Z-MC
                             //"../Recoil/WmpMC/fits.root",
			     //"../Recoil/WmmMC/fits.root",
			     //"../Recoil/ZmmMC/fits.root");
   
  // NNLO boson pT k-factors
  TFile nnloCorrFile("/data/blue/ksung/EWKAna/8TeV/Utils/Ratio.root");
  TH1D *hNNLOCorr = (TH1D*)nnloCorrFile.Get("RpT_B");
  
  //
  // input ntuple file names
  //
  enum { eData, eWmunu, eEWK, eAntiData, eAntiWmunu, eAntiEWK };  // data type enum
  vector<TString> fnamev;
  vector<Int_t>   typev;
  
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/data_select.root"); typev.push_back(eData);
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/wm_select.root");   typev.push_back(eWmunu);
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/ewk_select.root");  typev.push_back(eEWK);
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/Wmunu/ntuples/top_select.root");  typev.push_back(eEWK);
  
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/data_select.root"); typev.push_back(eAntiData);
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/wm_select.root");   typev.push_back(eAntiWmunu);
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/ewk_select.root");  typev.push_back(eAntiEWK);
  fnamev.push_back("/data/blue/ksung/EWKAna/8TeV/Selection/AntiWmunu/ntuples/top_select.root");  typev.push_back(eAntiEWK);


  //--------------------------------------------------------------------------------------------------------------
  // Main analysis code 
  //==============================================================================================================  
  
  // Create output directory
  gSystem->mkdir(outputDir,kTRUE);
  CPlot::sOutDir = outputDir;  
  
  //
  // Declare MET histograms
  //
  TH1D *hDataMet   = new TH1D("hDataMet","",  NBINS,0,METMAX); hDataMet->Sumw2();
  TH1D *hDataMetm  = new TH1D("hDataMetm","", NBINS,0,METMAX); hDataMetm->Sumw2();  
  TH1D *hDataMetp  = new TH1D("hDataMetp","", NBINS,0,METMAX); hDataMetp->Sumw2();
  TH1D *hWmunuMet  = new TH1D("hWmunuMet","", NBINS,0,METMAX); hWmunuMet->Sumw2();
  TH1D *hWmunuMetp = new TH1D("hWmunuMetp","",NBINS,0,METMAX); hWmunuMetp->Sumw2();
  TH1D *hWmunuMetm = new TH1D("hWmunuMetm","",NBINS,0,METMAX); hWmunuMetm->Sumw2();
  TH1D *hEWKMet    = new TH1D("hEWKMet", "",  NBINS,0,METMAX); hEWKMet->Sumw2();
  TH1D *hEWKMetp   = new TH1D("hEWKMetp", "", NBINS,0,METMAX); hEWKMetp->Sumw2();
  TH1D *hEWKMetm   = new TH1D("hEWKMetm", "", NBINS,0,METMAX); hEWKMetm->Sumw2();

  TH1D *hAntiDataMet   = new TH1D("hAntiDataMet","",  NBINS,0,METMAX); hAntiDataMet->Sumw2();
  TH1D *hAntiDataMetm  = new TH1D("hAntiDataMetm","", NBINS,0,METMAX); hAntiDataMetm->Sumw2();  
  TH1D *hAntiDataMetp  = new TH1D("hAntiDataMetp","", NBINS,0,METMAX); hAntiDataMetp->Sumw2();
  TH1D *hAntiWmunuMet  = new TH1D("hAntiWmunuMet","", NBINS,0,METMAX); hAntiWmunuMet->Sumw2();
  TH1D *hAntiWmunuMetp = new TH1D("hAntiWmunuMetp","",NBINS,0,METMAX); hAntiWmunuMetp->Sumw2();
  TH1D *hAntiWmunuMetm = new TH1D("hAntiWmunuMetm","",NBINS,0,METMAX); hAntiWmunuMetm->Sumw2();
  TH1D *hAntiEWKMet    = new TH1D("hAntiEWKMet", "",  NBINS,0,METMAX); hAntiEWKMet->Sumw2();
  TH1D *hAntiEWKMetp   = new TH1D("hAntiEWKMetp", "", NBINS,0,METMAX); hAntiEWKMetp->Sumw2();
  TH1D *hAntiEWKMetm   = new TH1D("hAntiEWKMetm", "", NBINS,0,METMAX); hAntiEWKMetm->Sumw2();

  //
  // Declare variables to read in ntuple
  //
  UInt_t  runNum, lumiSec, evtNum;
  UInt_t  npv, npu;
  Float_t genVPt, genVPhi;
  Float_t scale1fb;
  Float_t met, metPhi, sumEt, mt, u1, u2;
  Int_t   q;
  LorentzVector *lep=0;
  Float_t pfChIso, pfGamIso, pfNeuIso;
    
  TFile *infile=0;
  TTree *intree=0;

  //
  // Loop over files
  //
  for(UInt_t ifile=0; ifile<fnamev.size(); ifile++) {
    
    // Read input file and get the TTrees
    cout << "Processing " << fnamev[ifile] << "..." << endl;
    infile = new TFile(fnamev[ifile]);	  assert(infile);
    intree = (TTree*)infile->Get("Events"); assert(intree);

    intree->SetBranchAddress("runNum",   &runNum);    // event run number
    intree->SetBranchAddress("lumiSec",  &lumiSec);   // event lumi section
    intree->SetBranchAddress("evtNum",   &evtNum);    // event number
    intree->SetBranchAddress("npv",      &npv);       // number of primary vertices
    intree->SetBranchAddress("npu",      &npu);       // number of in-time PU events (MC)
    intree->SetBranchAddress("genVPt",   &genVPt);    // GEN W boson pT (signal MC)
    intree->SetBranchAddress("genVPhi",  &genVPhi);   // GEN W boson phi (signal MC)   
    intree->SetBranchAddress("scale1fb", &scale1fb);  // event weight per 1/fb (MC)
    intree->SetBranchAddress("met",      &met);       // MET
    intree->SetBranchAddress("metPhi",   &metPhi);    // phi(MET)
    intree->SetBranchAddress("sumEt",    &sumEt);     // Sum ET
    intree->SetBranchAddress("mt",       &mt);        // transverse mass
    intree->SetBranchAddress("u1",       &u1);        // parallel component of recoil
    intree->SetBranchAddress("u2",       &u2);        // perpendicular component of recoil
    intree->SetBranchAddress("q",        &q);	      // lepton charge
    intree->SetBranchAddress("lep",      &lep);       // lepton 4-vector
    intree->SetBranchAddress("pfChIso",  &pfChIso);
    intree->SetBranchAddress("pfGamIso", &pfGamIso);
    intree->SetBranchAddress("pfNeuIso", &pfNeuIso);
  
    //
    // loop over events
    //
    for(UInt_t ientry=0; ientry<intree->GetEntries(); ientry++) {
      intree->GetEntry(ientry);
      
      if(lep->Pt()        < PT_CUT)  continue;	
      if(fabs(lep->Eta()) > ETA_CUT) continue;
      
      if( (typev[ifile]==eAntiData || typev[ifile]==eAntiWmunu || typev[ifile]==eAntiEWK) &&
          (pfChIso+pfGamIso+pfNeuIso)>0.5*(lep->Pt()) ) 
	  continue;
      
      if(typev[ifile]==eData) {
        hDataMet->Fill(met);
	if(q>0) { hDataMetp->Fill(met); } 
	else    { hDataMetm->Fill(met); }
      
      } else if(typev[ifile]==eAntiData) {
        hAntiDataMet->Fill(met);
	if(q>0) { hAntiDataMetp->Fill(met); } 
	else    { hAntiDataMetm->Fill(met); }      
      
      } else {
        Double_t weight = 1;
        weight *= scale1fb*lumi;
	
	if(typev[ifile]==eWmunu) {
          Double_t corrMet=met, corrMetPhi=metPhi;
        
	  // apply recoil corrections to W MC
	  Double_t lepPt = lep->Pt();
	  //Double_t lepPt = gRandom->Gaus(lep->Pt(),0.5);  // (!) uncomment to apply scale/res corrections to MC
	  recoilCorr.Correct(corrMet,corrMetPhi,genVPt,genVPhi,lepPt,lep->Phi(),nsigma,q);
	
          Double_t nnlocorr=1;
          for(Int_t ibin=1; ibin<=hNNLOCorr->GetNbinsX(); ibin++) {
            if(genVPt >= hNNLOCorr->GetBinLowEdge(ibin) &&
               genVPt < (hNNLOCorr->GetBinLowEdge(ibin)+hNNLOCorr->GetBinWidth(ibin)))
              nnlocorr = hNNLOCorr->GetBinContent(ibin);
          }
	  //weight *= nnlocorr;  // (!) uncomment to apply NNLO corrections
	  
          hWmunuMet->Fill(corrMet,weight);
	  if(q>0) { hWmunuMetp->Fill(corrMet,weight); } 
	  else    { hWmunuMetm->Fill(corrMet,weight); }
        }
	if(typev[ifile]==eAntiWmunu) {
          Double_t corrMet=met, corrMetPhi=metPhi;
        
	  // apply recoil corrections to W MC
	  Double_t lepPt = lep->Pt();//gRandom->Gaus(lep->Pt(),0.5);
	  //Double_t lepPt = gRandom->Gaus(lep->Pt(),0.5);  // (!) uncomment to apply scale/res corrections to MC
	  recoilCorr.Correct(corrMet,corrMetPhi,genVPt,genVPhi,lepPt,lep->Phi(),nsigma,q);
          
	  Double_t nnlocorr=1;
          for(Int_t ibin=1; ibin<=hNNLOCorr->GetNbinsX(); ibin++) {
            if(genVPt >= hNNLOCorr->GetBinLowEdge(ibin) &&
               genVPt < (hNNLOCorr->GetBinLowEdge(ibin)+hNNLOCorr->GetBinWidth(ibin)))
              nnlocorr = hNNLOCorr->GetBinContent(ibin);
          }
	  //weight *= nnlocorr;  // (!) uncomment to apply NNLO corrections
          
	  hAntiWmunuMet->Fill(corrMet,weight);
	  if(q>0) { hAntiWmunuMetp->Fill(corrMet,weight); } 
	  else    { hAntiWmunuMetm->Fill(corrMet,weight); }
        }
        if(typev[ifile]==eEWK) {
          hEWKMet->Fill(met,weight);
	  if(q>0) { hEWKMetp->Fill(met,weight); }
	  else    { hEWKMetm->Fill(met,weight); }
        }
        if(typev[ifile]==eAntiEWK) {
          hAntiEWKMet->Fill(met,weight);
	  if(q>0) { hAntiEWKMetp->Fill(met,weight); }
	  else    { hAntiEWKMetm->Fill(met,weight); }
        }
      }
    }
  }  
  delete infile;
  infile=0, intree=0;   
  
  //
  // Declare fit parameters for signal and background yields
  // Note: W signal and EWK+top PDFs are constrained to the ratio described in MC
  //
  RooRealVar nSig("nSig","nSig",0.7*(hDataMet->Integral()),0,hDataMet->Integral());
  RooRealVar nQCD("nQCD","nQCD",0.3*(hDataMet->Integral()),0,hDataMet->Integral());
  RooRealVar cewk("cewk","cewk",0.1,0,5) ;
  cewk.setVal(hEWKMet->Integral()/hWmunuMet->Integral());
  cewk.setConstant(kTRUE);
  RooFormulaVar nEWK("nEWK","nEWK","cewk*nSig",RooArgList(nSig,cewk));
  RooRealVar nAntiSig("nAntiSig","nAntiSig",0.05*(hAntiDataMet->Integral()),0,hAntiDataMet->Integral());
  RooRealVar nAntiQCD("nAntiQCD","nAntiQCD",0.9*(hDataMet->Integral()),0,hDataMet->Integral());
  RooRealVar dewk("dewk","dewk",0.1,0,5) ;
  dewk.setVal(hAntiEWKMet->Integral()/hAntiWmunuMet->Integral());
  dewk.setConstant(kTRUE);
  RooFormulaVar nAntiEWK("nAntiEWK","nAntiEWK","dewk*nAntiSig",RooArgList(nAntiSig,dewk));
  
  RooRealVar nSigp("nSigp","nSigp",0.7*(hDataMetp->Integral()),0,hDataMetp->Integral());
  RooRealVar nQCDp("nQCDp","nQCDp",0.3*(hDataMetp->Integral()),0,hDataMetp->Integral());
  RooRealVar cewkp("cewkp","cewkp",0.1,0,5) ;
  cewkp.setVal(hEWKMetp->Integral()/hWmunuMetp->Integral());
  cewkp.setConstant(kTRUE);
  RooFormulaVar nEWKp("nEWKp","nEWKp","cewkp*nSigp",RooArgList(nSigp,cewkp));
  RooRealVar nAntiSigp("nAntiSigp","nAntiSigp",0.05*(hAntiDataMetp->Integral()),0,hAntiDataMetp->Integral());
  RooRealVar nAntiQCDp("nAntiQCDp","nAntiQCDp",0.9*(hAntiDataMetp->Integral()),0,hAntiDataMetp->Integral());
  RooRealVar dewkp("dewkp","dewkp",0.1,0,5) ;
  dewkp.setVal(hAntiEWKMetp->Integral()/hAntiWmunuMetp->Integral());
  dewkp.setConstant(kTRUE);
  RooFormulaVar nAntiEWKp("nAntiEWKp","nAntiEWKp","dewkp*nAntiSigp",RooArgList(nAntiSigp,dewkp));
  
  RooRealVar nSigm("nSigm","nSigm",0.7*(hDataMetm->Integral()),0,hDataMetm->Integral());
  RooRealVar nQCDm("nQCDm","nQCDm",0.3*(hDataMetm->Integral()),0,hDataMetm->Integral());
  RooRealVar cewkm("cewkm","cewkm",0.1,0,5) ;
  cewkm.setVal(hEWKMetm->Integral()/hWmunuMetm->Integral());
  cewkm.setConstant(kTRUE);
  RooFormulaVar nEWKm("nEWKm","nEWKm","cewkm*nSigm",RooArgList(nSigm,cewkm));  
  RooRealVar nAntiSigm("nAntiSigm","nAntiSigm",0.05*(hAntiDataMetm->Integral()),0,hAntiDataMetm->Integral());
  RooRealVar nAntiQCDm("nAntiQCDm","nAntiQCDm",0.9*(hAntiDataMetm->Integral()),0,hAntiDataMetm->Integral());
  RooRealVar dewkm("dewkm","dewkm",0.1,0,5) ;
  dewkm.setVal(hAntiEWKMetm->Integral()/hAntiWmunuMetm->Integral());
  dewkm.setConstant(kTRUE);
  RooFormulaVar nAntiEWKm("nAntiEWKm","nAntiEWKm","dewkm*nAntiSigm",RooArgList(nAntiSigm,dewkm));

  //
  // Construct PDFs for fitting
  //
  RooRealVar pfmet("pfmet","pfmet",0,METMAX);
  pfmet.setBins(NBINS);
   
  // Signal PDFs
  RooDataHist wmunuMet ("wmunuMET", "wmunuMET", RooArgSet(pfmet),hWmunuMet);  RooHistPdf pdfWm ("wm", "wm", pfmet,wmunuMet, 1);
  RooDataHist wmunuMetp("wmunuMETp","wmunuMETp",RooArgSet(pfmet),hWmunuMetp); RooHistPdf pdfWmp("wmp","wmp",pfmet,wmunuMetp,1);
  RooDataHist wmunuMetm("wmunuMETm","wmunuMETm",RooArgSet(pfmet),hWmunuMetm); RooHistPdf pdfWmm("wmm","wmm",pfmet,wmunuMetm,1); 
  
  // EWK+top PDFs
  RooDataHist ewkMet ("ewkMET", "ewkMET", RooArgSet(pfmet),hEWKMet);  RooHistPdf pdfEWK ("ewk", "ewk", pfmet,ewkMet, 1);
  RooDataHist ewkMetp("ewkMETp","ewkMETp",RooArgSet(pfmet),hEWKMetp); RooHistPdf pdfEWKp("ewkp","ewkp",pfmet,ewkMetp,1); 
  RooDataHist ewkMetm("ewkMETm","ewkMETm",RooArgSet(pfmet),hEWKMetm); RooHistPdf pdfEWKm("ewkm","ewkm",pfmet,ewkMetm,1); 
  
  // QCD Pdfs
  CPepeModel1 qcd("qcd",pfmet);
  CPepeModel1 qcdp("qcdp",pfmet);
  CPepeModel1 qcdm("qcdm",pfmet);
  
  // Signal + Background PDFs
  RooAddPdf pdfMet ("pdfMet", "pdfMet", RooArgList(pdfWm,pdfEWK,*(qcd.model)),   RooArgList(nSig,nEWK,nQCD));  
  RooAddPdf pdfMetp("pdfMetp","pdfMetp",RooArgList(pdfWmp,pdfEWKp,*(qcdp.model)),RooArgList(nSigp,nEWKp,nQCDp));
  RooAddPdf pdfMetm("pdfMetm","pdfMetm",RooArgList(pdfWmm,pdfEWKm,*(qcdm.model)),RooArgList(nSigm,nEWKm,nQCDm));
    
  
  // Anti-Signal PDFs
  RooDataHist awmunuMet ("awmunuMET", "awmunuMET", RooArgSet(pfmet),hAntiWmunuMet);  RooHistPdf apdfWm ("awm", "awm", pfmet,awmunuMet, 1);
  RooDataHist awmunuMetp("awmunuMETp","awmunuMETp",RooArgSet(pfmet),hAntiWmunuMetp); RooHistPdf apdfWmp("awmp","awmp",pfmet,awmunuMetp,1);
  RooDataHist awmunuMetm("awmunuMETm","awmunuMETm",RooArgSet(pfmet),hAntiWmunuMetm); RooHistPdf apdfWmm("awmm","awmm",pfmet,awmunuMetm,1); 
  
  // Anti-EWK+top PDFs
  RooDataHist aewkMet ("aewkMET", "aewkMET", RooArgSet(pfmet),hAntiEWKMet);  RooHistPdf apdfEWK ("aewk", "aewk", pfmet,aewkMet, 1);
  RooDataHist aewkMetp("aewkMETp","aewkMETp",RooArgSet(pfmet),hAntiEWKMetp); RooHistPdf apdfEWKp("aewkp","aewkp",pfmet,aewkMetp,1); 
  RooDataHist aewkMetm("aewkMETm","aewkMETm",RooArgSet(pfmet),hAntiEWKMetm); RooHistPdf apdfEWKm("aewkm","aewkm",pfmet,aewkMetm,1); 
  
  // Anti-QCD Pdfs
  CPepeModel1 aqcd("aqcd",pfmet,qcd.a1);
  CPepeModel1 aqcdp("aqcdp",pfmet,qcdp.a1);
  CPepeModel1 aqcdm("aqcdm",pfmet,qcdm.a1);
  
  // Anti-selection PDFs
  RooAddPdf apdfMet ("apdfMet", "apdfMet", RooArgList(apdfWm,apdfEWK,*(aqcd.model)),   RooArgList(nAntiSig,nAntiEWK,nAntiQCD));  
  RooAddPdf apdfMetp("apdfMetp","apdfMetp",RooArgList(apdfWmp,apdfEWKp,*(aqcdp.model)),RooArgList(nAntiSigp,nAntiEWKp,nAntiQCDp));
  RooAddPdf apdfMetm("apdfMetm","apdfMetm",RooArgList(apdfWmm,apdfEWKm,*(aqcdm.model)),RooArgList(nAntiSigm,nAntiEWKm,nAntiQCDm));
  
  // PDF for simultaneous fit
  RooCategory rooCat("rooCat","rooCat");
  rooCat.defineType("Select");
  rooCat.defineType("Anti");
  
  RooSimultaneous pdfTotal("pdfTotal","pdfTotal",rooCat);
  pdfTotal.addPdf(pdfMet, "Select");
  pdfTotal.addPdf(apdfMet,"Anti");
  
  RooSimultaneous pdfTotalp("pdfTotalp","pdfTotalp",rooCat);
  pdfTotalp.addPdf(pdfMetp, "Select");
  pdfTotalp.addPdf(apdfMetp,"Anti");
  
  RooSimultaneous pdfTotalm("pdfTotalm","pdfTotalm",rooCat);
  pdfTotalm.addPdf(pdfMetm, "Select");
  pdfTotalm.addPdf(apdfMetm,"Anti");
  
  //
  // Perform fits
  //

  RooDataHist dataMet("dataMet", "dataMet", RooArgSet(pfmet), hDataMet);
  RooDataHist antiMet("antiMet", "antiMet", RooArgSet(pfmet), hAntiDataMet);
  RooDataHist dataTotal("dataTotal","dataTotal", RooArgList(pfmet), Index(rooCat),
                        Import("Select", dataMet),
                        Import("Anti",   antiMet));
  RooFitResult *fitRes = pdfTotal.fitTo(dataTotal,Extended(),Minos(kTRUE),Save(kTRUE));
  
  RooDataHist dataMetp("dataMetp", "dataMetp", RooArgSet(pfmet), hDataMetp);
  RooDataHist antiMetp("antiMetp", "antiMetp", RooArgSet(pfmet), hAntiDataMetp);
  RooDataHist dataTotalp("dataTotalp","dataTotalp", RooArgList(pfmet), Index(rooCat),
                         Import("Select", dataMetp),
                         Import("Anti",   antiMetp));
  RooFitResult *fitResp = pdfTotalp.fitTo(dataTotalp,Extended(),Minos(kTRUE),Save(kTRUE));
  
  RooDataHist dataMetm("dataMetm", "dataMetm", RooArgSet(pfmet), hDataMetm);
  RooDataHist antiMetm("antiMetm", "antiMetm", RooArgSet(pfmet), hAntiDataMetm);
  RooDataHist dataTotalm("dataTotalm","dataTotalm", RooArgList(pfmet), Index(rooCat),
                         Import("Select", dataMetm),
                         Import("Anti",   antiMetm));
  RooFitResult *fitResm = pdfTotalm.fitTo(dataTotalm,Extended(),Minos(kTRUE),Save(kTRUE));
    
  //
  // Use histogram version of fitted PDFs to make ratio plots
  // (Will also use PDF histograms later for Chi^2 and KS tests)
  //
  TH1D *hPdfMet = (TH1D*)(pdfMet.createHistogram("hPdfMet", pfmet));
  hPdfMet->Scale((nSig.getVal()+nEWK.getVal()+nQCD.getVal())/hPdfMet->Integral());
  TH1D *hMetDiff = makeDiffHist(hDataMet,hPdfMet,"hMetDiff");
  hMetDiff->SetMarkerStyle(kFullCircle);
  hMetDiff->SetMarkerSize(0.9);
   
  TH1D *hPdfMetp = (TH1D*)(pdfMetp.createHistogram("hPdfMetp", pfmet));
  hPdfMetp->Scale((nSigp.getVal()+nEWKp.getVal()+nQCDp.getVal())/hPdfMetp->Integral());
  TH1D *hMetpDiff = makeDiffHist(hDataMetp,hPdfMetp,"hMetpDiff");
  hMetpDiff->SetMarkerStyle(kFullCircle);
  hMetpDiff->SetMarkerSize(0.9);
    
  TH1D *hPdfMetm = (TH1D*)(pdfMetm.createHistogram("hPdfMetm", pfmet));
  hPdfMetm->Scale((nSigm.getVal()+nEWKm.getVal()+nQCDm.getVal())/hPdfMetm->Integral());
  TH1D *hMetmDiff = makeDiffHist(hDataMetm,hPdfMetm,"hMetmDiff");
  hMetmDiff->SetMarkerStyle(kFullCircle); 
  hMetmDiff->SetMarkerSize(0.9);
   
  TH1D *hPdfAntiMet = (TH1D*)(apdfMet.createHistogram("hPdfAntiMet", pfmet));
  hPdfAntiMet->Scale((nAntiSig.getVal()+nAntiEWK.getVal()+nAntiQCD.getVal())/hPdfAntiMet->Integral());
  TH1D *hAntiMetDiff = makeDiffHist(hAntiDataMet,hPdfAntiMet,"hAntiMetDiff");
  hAntiMetDiff->SetMarkerStyle(kFullCircle);
  hAntiMetDiff->SetMarkerSize(0.9);
   
  TH1D *hPdfAntiMetp = (TH1D*)(apdfMetp.createHistogram("hPdfAntiMetp", pfmet));
  hPdfAntiMetp->Scale((nAntiSigp.getVal()+nAntiEWKp.getVal()+nAntiQCDp.getVal())/hPdfAntiMetp->Integral());
  TH1D *hAntiMetpDiff = makeDiffHist(hAntiDataMetp,hPdfAntiMetp,"hAntiMetpDiff");
  hAntiMetpDiff->SetMarkerStyle(kFullCircle);
  hAntiMetpDiff->SetMarkerSize(0.9);
    
  TH1D *hPdfAntiMetm = (TH1D*)(apdfMetm.createHistogram("hPdfAntiMetm", pfmet));
  hPdfAntiMetm->Scale((nAntiSigm.getVal()+nAntiEWKm.getVal()+nAntiQCDm.getVal())/hPdfAntiMetm->Integral());
  TH1D *hAntiMetmDiff = makeDiffHist(hAntiDataMetm,hPdfAntiMetm,"hAntiMetmDiff");
  hAntiMetmDiff->SetMarkerStyle(kFullCircle); 
  hAntiMetmDiff->SetMarkerSize(0.9);
   
  
  //--------------------------------------------------------------------------------------------------------------
  // Make plots 
  //==============================================================================================================  
  
  TCanvas *c = MakeCanvas("c","c",800,800);
  c->Divide(1,2,0,0);
  c->cd(1)->SetPad(0,0.3,1.0,1.0);
  c->cd(1)->SetTopMargin(0.1);
  c->cd(1)->SetBottomMargin(0.01);
  c->cd(1)->SetLeftMargin(0.15);  
  c->cd(1)->SetRightMargin(0.07);  
  c->cd(1)->SetTickx(1);
  c->cd(1)->SetTicky(1);  
  c->cd(2)->SetPad(0,0,1.0,0.3);
  c->cd(2)->SetTopMargin(0.05);
  c->cd(2)->SetBottomMargin(0.45);
  c->cd(2)->SetLeftMargin(0.15);
  c->cd(2)->SetRightMargin(0.07);
  c->cd(2)->SetTickx(1);
  c->cd(2)->SetTicky(1);
  gStyle->SetTitleOffset(1.100,"Y");
  TGaxis::SetMaxDigits(3);
  
  char ylabel[100];  // string buffer for y-axis label
  
  // label for lumi
  char lumitext[100];
  if(lumi<0.1) sprintf(lumitext,"%.1f pb^{-1}  at  #sqrt{s} = 8 TeV",lumi*1000.);
  else         sprintf(lumitext,"%.2f fb^{-1}  at  #sqrt{s} = 8 TeV",lumi);
  
  // plot colors
  Int_t linecolorW   = kOrange-3;
  Int_t fillcolorW   = kOrange-2;
  Int_t linecolorEWK = kOrange+10;
  Int_t fillcolorEWK = kOrange+7;
  Int_t linecolorQCD = kViolet+2;
  Int_t fillcolorQCD = kViolet-5;
  Int_t ratioColor   = kGray+2;
  
  //
  // Dummy histograms for TLegend
  // (I can't figure out how to properly pass RooFit objects...)
  //
  TH1D *hDummyData = new TH1D("hDummyData","",0,0,10);
  hDummyData->SetMarkerStyle(kFullCircle);
  hDummyData->SetMarkerSize(0.9);
  
  TH1D *hDummyW = new TH1D("hDummyW","",0,0,10);
  hDummyW->SetLineColor(linecolorW);
  hDummyW->SetFillColor(fillcolorW);
  hDummyW->SetFillStyle(1001);
  
  TH1D *hDummyEWK = new TH1D("hDummyEWK","",0,0,10);
  hDummyEWK->SetLineColor(linecolorEWK);
  hDummyEWK->SetFillColor(fillcolorEWK);
  hDummyEWK->SetFillStyle(1001);
  
  TH1D *hDummyQCD = new TH1D("hDummyQCD","",0,0,10);
  hDummyQCD->SetLineColor(linecolorQCD);
  hDummyQCD->SetFillColor(fillcolorQCD);
  hDummyQCD->SetFillStyle(1001);
   
  //
  // W MET plot
  //
  RooPlot *wmframe = pfmet.frame(Bins(NBINS)); 
  wmframe->GetYaxis()->SetNdivisions(505);
  dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  pdfMet.plotOn(wmframe,FillColor(fillcolorW),DrawOption("F"));
  pdfMet.plotOn(wmframe,LineColor(linecolorW));
  pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*(qcd.model))),FillColor(fillcolorEWK),DrawOption("F"));
  pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*(qcd.model))),LineColor(linecolorEWK));
  pdfMet.plotOn(wmframe,Components(RooArgSet(*(qcd.model))),FillColor(fillcolorQCD),DrawOption("F"));
  pdfMet.plotOn(wmframe,Components(RooArgSet(*(qcd.model))),LineColor(linecolorQCD));
  pdfMet.plotOn(wmframe,Components(RooArgSet(pdfWm)),LineColor(linecolorW),LineStyle(2));
  dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));  
  
  sprintf(ylabel,"Events / %.1f GeV",hDataMet->GetBinWidth(1));
  CPlot plotMet("fitmet",wmframe,"","",ylabel);
  plotMet.SetLegend(0.68,0.57,0.93,0.77);
  plotMet.GetLegend()->AddEntry(hDummyData,"data","PL");
  plotMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F");
  plotMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
  plotMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
  plotMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
  plotMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
  plotMet.SetYRange(0.1,1.1*(hDataMet->GetMaximum()));
  plotMet.Draw(c,kFALSE,format,1);

  CPlot plotMetDiff("fitmet","","#slash{E}_{T} [GeV]","#chi");
  plotMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor);
  plotMetDiff.SetYRange(-8,8);
  plotMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
  plotMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
  plotMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
  plotMetDiff.Draw(c,kTRUE,format,2);
  
  plotMet.SetName("fitmetlog");
  plotMet.SetLogy();
  plotMet.SetYRange(1e-3*(hDataMet->GetMaximum()),10*(hDataMet->GetMaximum()));
  plotMet.Draw(c,kTRUE,format,1);
    
  RooPlot *awmframe = pfmet.frame(Bins(NBINS));    
  antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  apdfMet.plotOn(awmframe,FillColor(fillcolorW),DrawOption("F"));
  apdfMet.plotOn(awmframe,LineColor(linecolorW));
  apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*(aqcd.model))),FillColor(fillcolorEWK),DrawOption("F"));
  apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*(aqcd.model))),LineColor(linecolorEWK));
  apdfMet.plotOn(awmframe,Components(RooArgSet(*(aqcd.model))),FillColor(fillcolorQCD),DrawOption("F"));
  apdfMet.plotOn(awmframe,Components(RooArgSet(*(aqcd.model))),LineColor(linecolorQCD));
  apdfMet.plotOn(awmframe,Components(RooArgSet(apdfWm)),LineColor(linecolorW),LineStyle(2));
  antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));  
  
  sprintf(ylabel,"Events / %.1f GeV",hAntiDataMet->GetBinWidth(1));
  CPlot plotAntiMet("fitantimet",awmframe,"","",ylabel);
  plotAntiMet.SetLegend(0.68,0.57,0.93,0.77);
  plotAntiMet.GetLegend()->AddEntry(hDummyData,"data","PL");
  plotAntiMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F");
  plotAntiMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
  plotAntiMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
  plotAntiMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
  plotAntiMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
  plotAntiMet.SetYRange(0.1,1.1*(hAntiDataMet->GetMaximum())); 
  plotAntiMet.Draw(c,kFALSE,format,1);

  CPlot plotAntiMetDiff("fitantimet","","#slash{E}_{T} [GeV]","#chi");
  plotAntiMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor);
  plotAntiMetDiff.SetYRange(-8,8);
  plotAntiMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
  plotAntiMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
  plotAntiMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
  plotAntiMetDiff.Draw(c,kTRUE,format,2);
  
  plotAntiMet.SetName("fitantimetlog");
  plotAntiMet.SetLogy();
  plotAntiMet.SetYRange(1e-3*(hAntiDataMet->GetMaximum()),10*(hAntiDataMet->GetMaximum()));
  plotAntiMet.Draw(c,kTRUE,format,1);
    
  //
  // W+ MET plot
  //
  RooPlot *wmpframe = pfmet.frame(Bins(NBINS));
  wmpframe->GetYaxis()->SetNdivisions(505);
  dataMetp.plotOn(wmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  pdfMetp.plotOn(wmpframe,FillColor(fillcolorW),DrawOption("F"));
  pdfMetp.plotOn(wmpframe,LineColor(linecolorW));
  pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfEWKp,*(qcdp.model))),FillColor(fillcolorEWK),DrawOption("F"));
  pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfEWKp,*(qcdp.model))),LineColor(linecolorEWK));
  pdfMetp.plotOn(wmpframe,Components(RooArgSet(*(qcdp.model))),FillColor(fillcolorQCD),DrawOption("F"));
  pdfMetp.plotOn(wmpframe,Components(RooArgSet(*(qcdp.model))),LineColor(linecolorQCD));
  pdfMetp.plotOn(wmpframe,Components(RooArgSet(pdfWmp)),LineColor(linecolorW),LineStyle(2));
  dataMetp.plotOn(wmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));  
  
  sprintf(ylabel,"Events / %.1f GeV",hDataMetp->GetBinWidth(1));
  CPlot plotMetp("fitmetp",wmpframe,"","",ylabel);
  plotMetp.SetLegend(0.68,0.57,0.93,0.77);
  plotMetp.GetLegend()->AddEntry(hDummyData,"data","PL");
  plotMetp.GetLegend()->AddEntry(hDummyW,"W^{+}#rightarrow#mu^{+}#nu","F");
  plotMetp.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
  plotMetp.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
  plotMetp.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
  plotMetp.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
//  plotMetp.SetYRange(0.1,1.1*(hDataMetp->GetMaximum()));
plotMetp.SetYRange(0.1,4100);
  plotMetp.Draw(c,kFALSE,format,1);

  CPlot plotMetpDiff("fitmetp","","#slash{E}_{T} [GeV]","#chi");
  plotMetpDiff.AddHist1D(hMetpDiff,"EX0",ratioColor);
  plotMetpDiff.SetYRange(-8,8);
  plotMetpDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
  plotMetpDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
  plotMetpDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
  plotMetpDiff.Draw(c,kTRUE,format,2);
  
  plotMetp.SetName("fitmetplog");
  plotMetp.SetLogy();
  plotMetp.SetYRange(1e-3*(hDataMetp->GetMaximum()),10*(hDataMetp->GetMaximum()));
  plotMetp.Draw(c,kTRUE,format,1);

  RooPlot *awmpframe = pfmet.frame(Bins(NBINS));    
  antiMetp.plotOn(awmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  apdfMetp.plotOn(awmpframe,FillColor(fillcolorW),DrawOption("F"));
  apdfMetp.plotOn(awmpframe,LineColor(linecolorW));
  apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfEWKp,*(aqcdp.model))),FillColor(fillcolorEWK),DrawOption("F"));
  apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfEWKp,*(aqcdp.model))),LineColor(linecolorEWK));
  apdfMetp.plotOn(awmpframe,Components(RooArgSet(*(aqcdp.model))),FillColor(fillcolorQCD),DrawOption("F"));
  apdfMetp.plotOn(awmpframe,Components(RooArgSet(*(aqcdp.model))),LineColor(linecolorQCD));
  apdfMetp.plotOn(awmpframe,Components(RooArgSet(apdfWmp)),LineColor(linecolorW),LineStyle(2));
  antiMetp.plotOn(awmpframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));  
  
  sprintf(ylabel,"Events / %.1f GeV",hAntiDataMetp->GetBinWidth(1));
  CPlot plotAntiMetp("fitantimetp",awmpframe,"","",ylabel);
  plotAntiMetp.SetLegend(0.68,0.57,0.93,0.77);
  plotAntiMetp.GetLegend()->AddEntry(hDummyData,"data","PL");
  plotAntiMetp.GetLegend()->AddEntry(hDummyW,"W^{+}#rightarrow#mu^{+}#nu","F");
  plotAntiMetp.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
  plotAntiMetp.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
  plotAntiMetp.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
  plotAntiMetp.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
//  plotAntiMetp.SetYRange(0.1,1.1*(hAntiDataMetp->GetMaximum()));
plotAntiMetp.SetYRange(0.1,1500);
  plotAntiMetp.Draw(c,kFALSE,format,1);

  CPlot plotAntiMetpDiff("fitantimetp","","#slash{E}_{T} [GeV]","#chi");
  plotAntiMetpDiff.AddHist1D(hAntiMetpDiff,"EX0",ratioColor);
  plotAntiMetpDiff.SetYRange(-8,8);
  plotAntiMetpDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
  plotAntiMetpDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
  plotAntiMetpDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
  plotAntiMetpDiff.Draw(c,kTRUE,format,2);
  
  plotAntiMetp.SetName("fitantimetplog");
  plotAntiMetp.SetLogy();
  plotAntiMetp.SetYRange(1e-3*(hAntiDataMetp->GetMaximum()),10*(hAntiDataMetp->GetMaximum()));
  plotAntiMetp.Draw(c,kTRUE,format,1);
  
  //
  // W- MET plot
  //
  RooPlot *wmmframe = pfmet.frame(Bins(NBINS)); 
  wmmframe->GetYaxis()->SetNdivisions(505);
  dataMetm.plotOn(wmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  pdfMetm.plotOn(wmmframe,FillColor(fillcolorW),DrawOption("F"));
  pdfMetm.plotOn(wmmframe,LineColor(linecolorW));
  pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfEWKm,*(qcdm.model))),FillColor(fillcolorEWK),DrawOption("F"));
  pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfEWKm,*(qcdm.model))),LineColor(linecolorEWK));
  pdfMetm.plotOn(wmmframe,Components(RooArgSet(*(qcdm.model))),FillColor(fillcolorQCD),DrawOption("F"));
  pdfMetm.plotOn(wmmframe,Components(RooArgSet(*(qcdm.model))),LineColor(linecolorQCD));
  pdfMetm.plotOn(wmmframe,Components(RooArgSet(pdfWmm)),LineColor(linecolorW),LineStyle(2));
  dataMetm.plotOn(wmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  
  sprintf(ylabel,"Events / %.1f GeV",hDataMetm->GetBinWidth(1));
  CPlot plotMetm("fitmetm",wmmframe,"","",ylabel);
  plotMetm.SetLegend(0.68,0.57,0.93,0.77);
  plotMetm.GetLegend()->AddEntry(hDummyData,"data","PL");
  plotMetm.GetLegend()->AddEntry(hDummyW,"W^{-}#rightarrow#mu^{-}#bar{#nu}","F");
  plotMetm.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
  plotMetm.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
  plotMetm.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
  plotMetm.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
//  plotMetm.SetYRange(0.1,1.1*(hDataMetm->GetMaximum()));
plotMetm.SetYRange(0.1,4100);
  plotMetm.Draw(c,kFALSE,format,1);

  CPlot plotMetmDiff("fitmetm","","#slash{E}_{T} [GeV]","#chi");
  plotMetmDiff.AddHist1D(hMetmDiff,"EX0",ratioColor);
  plotMetmDiff.SetYRange(-8,8);
  plotMetmDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
  plotMetmDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
  plotMetmDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
  plotMetmDiff.Draw(c,kTRUE,format,2);
  
  plotMetm.SetName("fitmetmlog");
  plotMetm.SetLogy();
  plotMetm.SetYRange(1e-3*(hDataMetm->GetMaximum()),10*(hDataMetm->GetMaximum()));
  plotMetm.Draw(c,kTRUE,format,1);

  RooPlot *awmmframe = pfmet.frame(Bins(NBINS)); 
  antiMetm.plotOn(awmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  apdfMetm.plotOn(awmmframe,FillColor(fillcolorW),DrawOption("F"));
  apdfMetm.plotOn(awmmframe,LineColor(linecolorW));
  apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfEWKm,*(aqcdm.model))),FillColor(fillcolorEWK),DrawOption("F"));
  apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfEWKm,*(aqcdm.model))),LineColor(linecolorEWK));
  apdfMetm.plotOn(awmmframe,Components(RooArgSet(*(aqcdm.model))),FillColor(fillcolorQCD),DrawOption("F"));
  apdfMetm.plotOn(awmmframe,Components(RooArgSet(*(aqcdm.model))),LineColor(linecolorQCD));
  apdfMetm.plotOn(awmmframe,Components(RooArgSet(apdfWmm)),LineColor(linecolorW),LineStyle(2));
  antiMetm.plotOn(awmmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
  
  sprintf(ylabel,"Events / %.1f GeV",hDataMetm->GetBinWidth(1));
  CPlot plotAntiMetm("fitantimetm",awmmframe,"","",ylabel);
  plotAntiMetm.SetLegend(0.68,0.57,0.93,0.77);
  plotAntiMetm.GetLegend()->AddEntry(hDummyData,"data","PL");
  plotAntiMetm.GetLegend()->AddEntry(hDummyW,"W^{-}#rightarrow#mu^{-}#bar{#nu}","F");
  plotAntiMetm.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
  plotAntiMetm.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
  plotAntiMetm.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
  plotAntiMetm.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
//  plotAntiMetm.SetYRange(0.1,1.1*(hAntiDataMetm->GetMaximum()));
plotAntiMetm.SetYRange(0.1,1500);
  plotAntiMetm.Draw(c,kFALSE,format,1);

  CPlot plotAntiMetmDiff("fitantimetm","","#slash{E}_{T} [GeV]","#chi");
  plotAntiMetmDiff.AddHist1D(hAntiMetmDiff,"EX0",ratioColor);
  plotAntiMetmDiff.SetYRange(-8,8);
  plotAntiMetmDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
  plotAntiMetmDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
  plotAntiMetmDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
  plotAntiMetmDiff.Draw(c,kTRUE,format,2);
  
  plotAntiMetm.SetName("fitantimetmlog");
  plotAntiMetm.SetLogy();
  plotAntiMetm.SetYRange(1e-3*(hAntiDataMetm->GetMaximum()),10*(hAntiDataMetm->GetMaximum()));
  plotAntiMetm.Draw(c,kTRUE,format,1);

    
  //--------------------------------------------------------------------------------------------------------------
  // Output
  //==============================================================================================================
   
  cout << "*" << endl;
  cout << "* SUMMARY" << endl;
  cout << "*--------------------------------------------------" << endl;  
  
  //
  // Write fit results
  //
  ofstream txtfile;
  char txtfname[100];    
  
  ios_base::fmtflags flags;
  
  Double_t chi2prob, chi2ndf;
  Double_t ksprob, ksprobpe;
  
  chi2prob = hDataMet->Chi2Test(hPdfMet,"PUW");
  chi2ndf  = hDataMet->Chi2Test(hPdfMet,"CHI2/NDFUW");
  ksprob   = hDataMet->KolmogorovTest(hPdfMet);
  ksprobpe = hDataMet->KolmogorovTest(hPdfMet,"DX");
  sprintf(txtfname,"%s/fitresWm.txt",CPlot::sOutDir.Data());
  txtfile.open(txtfname);
  assert(txtfile.is_open());
  
  flags = txtfile.flags();
  txtfile << setprecision(10);
  txtfile << " *** Yields *** " << endl;
  txtfile << "Selected: " << hDataMet->Integral() << endl;
  txtfile << "  Signal: " << nSig.getVal() << " +/- " << nSig.getPropagatedError(*fitRes) << endl;
  txtfile << "     QCD: " << nQCD.getVal() << " +/- " << nQCD.getPropagatedError(*fitRes) << endl;
  txtfile << "   Other: " << nEWK.getVal() << " +/- " << nEWK.getPropagatedError(*fitRes) << endl;
  txtfile << endl;
  txtfile.flags(flags);
  
  fitRes->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
  txtfile << endl;
  printCorrelations(txtfile, fitRes);
  txtfile << endl;
  printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
  txtfile.close();
  
  chi2prob = hDataMetp->Chi2Test(hPdfMetp,"PUW");
  chi2ndf  = hDataMetp->Chi2Test(hPdfMetp,"CHI2/NDFUW");
  ksprob   = hDataMetp->KolmogorovTest(hPdfMetp);
  ksprobpe = hDataMetp->KolmogorovTest(hPdfMetp,"DX");  
  sprintf(txtfname,"%s/fitresWmp.txt",CPlot::sOutDir.Data());
  txtfile.open(txtfname);
  assert(txtfile.is_open());
  
  flags = txtfile.flags();
  txtfile << setprecision(10);
  txtfile << " *** Yields *** " << endl;
  txtfile << "Selected: " << hDataMetp->Integral() << endl;
  txtfile << "  Signal: " << nSigp.getVal() << " +/- " << nSigp.getPropagatedError(*fitResp) << endl;
  txtfile << "     QCD: " << nQCDp.getVal() << " +/- " << nQCDp.getPropagatedError(*fitResp) << endl;
  txtfile << "   Other: " << nEWKp.getVal() << " +/- " << nEWKp.getPropagatedError(*fitResp) << endl;
  txtfile << endl; 
  txtfile.flags(flags);
  
  fitResp->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
  txtfile << endl;
  printCorrelations(txtfile, fitResp);
  txtfile << endl;
  printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
  txtfile.close();

  chi2prob = hDataMetm->Chi2Test(hPdfMetm,"PUW");
  chi2ndf  = hDataMetm->Chi2Test(hPdfMetm,"CHI2/NDFUW");
  ksprob   = hDataMetm->KolmogorovTest(hPdfMetm);
  ksprobpe = hDataMetm->KolmogorovTest(hPdfMetm,"DX");  
  sprintf(txtfname,"%s/fitresWmm.txt",CPlot::sOutDir.Data());
  txtfile.open(txtfname);
  assert(txtfile.is_open());
  
  flags = txtfile.flags();
  txtfile << setprecision(10);
  txtfile << " *** Yields *** " << endl;
  txtfile << "Selected: " << hDataMetm->Integral() << endl;
  txtfile << "  Signal: " << nSigm.getVal() << " +/- " << nSigm.getPropagatedError(*fitResm) << endl;
  txtfile << "     QCD: " << nQCDm.getVal() << " +/- " << nQCDm.getPropagatedError(*fitResm) << endl;
  txtfile << "   Other: " << nEWKm.getVal() << " +/- " << nEWKm.getPropagatedError(*fitResm) << endl;
  txtfile << endl;
  txtfile.flags(flags);
  
  fitResm->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
  txtfile << endl;
  printCorrelations(txtfile, fitResm);
  txtfile << endl;
  printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
  txtfile.close();

  makeHTML(outputDir);
  
  cout << endl;
  cout << "  <> Output saved in " << outputDir << "/" << endl;    
  cout << endl;     
  
  gBenchmark->Show("fitWm");
}
void Channel::GetShapes(TString SelectionName, TString xtitle, const int nbins, const double *bins){ 
	MT2Shapes *tA;
	if(fWriteToFile) tA = new MT2Shapes(fOutDir, fRootFile, fLogStream);
	else             tA = new MT2Shapes(fOutDir, fRootFile);
	tA->setVerbose(fVerbose);
	tA->init(fSamples);
	tA->SetPrintSummary(true);
	tA->SetDraw(false);
	tA->SetWrite(false);
  
//                    variable,      cuts,  njet, nlep,  selection_name,      HLT,   xtitle   nbins  bins   
        tA->GetShapes(fVariable,  fCuts,    -1,  -10  , SelectionName,    fTrigger , xtitle , nbins, bins);

	// retrieve shapes
	for(int i=0; i<tA->GetNShapes(); ++i){
		TString name =tA->fh_shapes[i]->GetName();
		if      (name.Contains("QCD_"))        {hQCD         = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hQCD->SetDirectory(fDir);}
		else if (name.Contains("PhotonsJets_")){hPhotons     = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hPhotons->SetDirectory(fDir);}
		else if (name.Contains("Data_"))       {hData        = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hData->SetDirectory(fDir);}
		else if (name.Contains("WJets_"))      {hWJets       = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hWJets->SetDirectory(fDir);}
		else if (name.Contains("ZJetsToLL_"))  {hZJetsToLL   = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hZJetsToLL->SetDirectory(fDir);}
		else if (name.Contains("ZJetsToNuNu_")){hZJetsToNuNu = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hZJetsToNuNu->SetDirectory(fDir);}
		else if (name.Contains("Top_"))        {hTop         = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hTop->SetDirectory(fDir);}
		else if (name.Contains("Signal_"))     {hSignal      = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hSignal->SetDirectory(fDir);}
		else if (name.Contains("Other_"))      {hOther       = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hOther->SetDirectory(fDir);}
	}
	delete tA;
	fGotShapes=true;

	fDir->cd();

	// fix colors
	if(hQCD!=0)        {hQCD    ->SetLineColor(kYellow+1);    hQCD    ->SetFillColor(kYellow+1);      hQCD    ->SetFillStyle(3001);}
	if(hPhotons!=0)    {hPhotons->SetLineColor(kViolet-3);    hPhotons->SetFillColor(kViolet-3);      hPhotons->SetFillStyle(3001);}
	if(hOther!=0)      {hOther  ->SetLineColor(kCyan+2);      hOther  ->SetFillColor(kCyan+2);        hOther  ->SetFillStyle(3001);}
	if(hZJetsToNuNu!=0){hZJetsToNuNu->SetLineColor(kGreen+1); hZJetsToNuNu->SetFillColor(kGreen+1);   hZJetsToNuNu  ->SetFillStyle(3001);}
	if(hSignal!=0)     {hSignal ->SetLineColor(kBlack);       hSignal  ->SetFillColor(kBlack);        hSignal  ->SetFillStyle(3001);}
	if(hZJetsToLL!=0)  {hZJetsToLL->SetLineColor(kOrange);    hZJetsToLL->SetFillColor(kOrange);      hZJetsToLL->SetFillStyle(3001);}
	if(hTop!=0)        {hTop    ->SetLineColor(600);          hTop     ->SetFillColor(600);           hTop->SetFillStyle(3001);}

	if(fSaveResults){
		if(hQCD!=0)         {hQCD->Write();}
		if(hPhotons!=0)     {hPhotons->Write();}
		if(hOther!=0)       {hOther->Write();}
		if(hData!=0)        {hData->Write();}
		if(hTop!=0)         {hTop->Write();}
		if(hZJetsToLL!=0)   {hZJetsToLL->Write();}
		if(hZJetsToNuNu!=0) {hZJetsToNuNu->Write();}
		if(hSignal!=0)      {hSignal->Write();}
	}
	if(fDraw){
		if(hQCD!=0)        DrawHisto(hQCD,           hQCD->GetName(),            "hist", this);
		if(hPhotons!=0)    DrawHisto(hPhotons,       hPhotons->GetName(),        "hist", this);
		if(hOther!=0)      DrawHisto(hOther,         hOther->GetName(),          "hist", this);
		if(hData!=0)       DrawHisto(hData,          hData->GetName(),           "EXO",  this);
		if(hTop!=0)        DrawHisto(hTop,           hTop ->GetName(),           "hist", this);
		if(hZJetsToNuNu!=0)DrawHisto(hZJetsToNuNu,   hZJetsToNuNu->GetName(),    "hist", this);
		if(hSignal!=0)     DrawHisto(hSignal,        hSignal->GetName(),         "hist", this);
		if(hZJetsToLL!=0)  DrawHisto(hZJetsToLL,     hZJetsToLL->GetName(),      "hist", this);
	}
}
void run_DataGammaJetsZllToZnunu(){

	// defs ---------------------------------------------------------
	gSystem->CompileMacro("../MT2Code/src/MT2Shapes.cc", "k");
	
	// logStream
	fLogStream = new std::ostringstream();
	
	// create dir
	if(!fOutDir.EndsWith("/")) fOutDir += "/";
	char cmd[500];
	sprintf(cmd,"mkdir -p %s", fOutDir.Data());
	system(cmd);

	DefineCutStreams(fHTmin, fHTmax, fMT2min, fMT2max);
	TString filename=fOutDir+"/"+fRootFile;
	fOutFile = new TFile(filename.Data(), "RECREATE");
	fDir     = (TDirectory*) fOutFile;

	// fix output dir
//	if(fHTmax <10000) fOutDir= TString::Format("%s_%d_HT_%d",  fOutDir.Data(), abs(fHTmin),  abs(fHTmax));
//	else              fOutDir= TString::Format("%s_%d_HT_%s",  fOutDir.Data(), abs(fHTmin),  "Inf");
//	if(fMT2max<10000) fOutDir= TString::Format("%s_%d_MT2_%d", fOutDir.Data(), abs(fMT2min), abs(fMT2max));
//	else              fOutDir= TString::Format("%s_%d_MT2_%s", fOutDir.Data(), abs(fMT2min), "Inf");
	
	// log MT2 and HT cuts
	*fLogStream << "------------------------------------------------------------------------------------------------" << endl;
	*fLogStream << "+++ new Znunu with Gamma+jets prediction                                                     +++" << endl;
	*fLogStream << "+++ outputdir: " << fOutDir <<                                                              "+++" << endl; 
	*fLogStream << "------------------------------------------------------------------------------------------------" << endl;
	
	// new prediction ------------------------------------------------------
	Prediction* prediction = new Prediction();
	prediction->fVerbose=fVerbose;
	prediction->fSave   =fSaveResults;


	// Photon Pt
	if(fDoPhotonPtShape){
  	const int gNMT2bins                   = 11;
  	double  gMT2bins[gNMT2bins+1]   = {150, 160, 170, 180, 190, 200, 225, 250, 300, 400, 550, 800}; 	
	prediction->ChPhotonPt = new Channel("PhotonPt", "photon[0].lv.Pt()", cutStream_PhotonPt.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPt);
	prediction->ChPhotonPt->fVerbose =prediction->fVerbose;
//	prediction->ChPhotonPt->GetShapes("PhotonPt", "#gamma Pt", 2, 300, 800);
	prediction->ChPhotonPt->GetShapes("PhotonPt", "#gamma Pt", 100, 150, 800);
//	prediction->ChPhotonPt->GetShapes("PhotonPt", "#gamma Pt", gNMT2bins, gMT2bins);
	}
	
	// Zll Pt
	if(fDoZllPtShape){
  	const int gNMT2bins                   = 11;
  	double  gMT2bins[gNMT2bins+1]   = {150, 160, 170, 180, 190, 200, 225, 250, 300, 400, 550, 800}; 	
	prediction->ChZllPt = new Channel("ZllPt", "RecoOSDiLeptPt(20,2.4,71,111)", cutStreamZll.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPt);
	prediction->ChZllPt->fVerbose =prediction->fVerbose;
//	prediction->ChZllPt->GetShapes("ZllPt", "Zll Pt", 2, 300, 800);
	prediction->ChZllPt->GetShapes("ZllPt", "Zll Pt", 100, 150, 800);
//	prediction->ChZllPt->GetShapes("ZllPt", "Zll Pt", gNMT2bins, gMT2bins);
	}

	// compute Zll/gamma pt ratio
	if(fDoPhotonPtShape && fDoZllPtShape){
		TH1D* hPhotonToZllPtRatio = prediction->GetRatio(fDoDataZllToPhotonRatio? prediction->ChZllPt->hData    : prediction->ChZllPt->hZJetsToLL, 
				                                 fDoDataZllToPhotonRatio? prediction->ChPhotonPt->hData : prediction->ChPhotonPt->hPhotons, 4);
		DrawHisto(hPhotonToZllPtRatio,hPhotonToZllPtRatio->GetName(),"EX0");
		TString rationame=hPhotonToZllPtRatio->GetName();
		rationame +="_fittedRatio";
		TF1 *f_lin = new TF1(rationame,"pol0(0)", fZllToGammaFitMin , fZllToGammaFitMax);   f_lin->SetLineColor(8);
		if(fDoFits){ 
			hPhotonToZllPtRatio->Fit(rationame,"0L","", fZllToGammaFitMin, fZllToGammaFitMax);    // set al weights to 1
			fZllToPhotonRatio   = f_lin->GetParameter(0);
		} else{
			fZllToPhotonRatio   = prediction->GetLimitedRatio(fDoDataZllToPhotonRatio? prediction->ChZllPt->hData: prediction->ChZllPt->hZJetsToLL,
			                                              fDoDataZllToPhotonRatio? prediction->ChPhotonPt->hData : prediction->ChPhotonPt->hPhotons,
				                                      fZllToGammaFitMin, fZllToGammaFitMax, false, fZllToPhotonRatioRelErr);
			f_lin->SetParameter(0,fZllToPhotonRatio);
		}
  		const int nBins= 3;
		const double Bins[nBins+1] = {150, fZllToGammaFitMin>150?fZllToGammaFitMin:150.0001, fZllToGammaFitMax<800? fZllToGammaFitMax:799.99, 800};
		TH1D* hErrorbar = new TH1D(rationame.Data(), "", nBins, Bins);
		hErrorbar->SetBinContent(2,fZllToPhotonRatio);
		hErrorbar->SetBinError(2,fZllToPhotonRatioRelErr*fZllToPhotonRatio);
		hErrorbar->SetBinContent(1,-10);
		hErrorbar->SetBinError( 1,0);
		hErrorbar->SetFillColor(5);
		hErrorbar->SetFillStyle(3001);
		hErrorbar->Draw("e2same");
		f_lin->Draw("same");
		hPhotonToZllPtRatio->Draw("EX0same");
	}
	
	// GenLevel Zll Pt, no acceptance cuts
	if(fDoGenZllShape){
	prediction->ChGenZllPt = new Channel("GenZllPt", "GenDiLeptPt(0,10,0,1000,true)", cutStreamGenZll.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPtMConly);
	prediction->ChGenZllPt->fVerbose =prediction->fVerbose;
	prediction->ChGenZllPt->GetShapes("GenZllPt", "GenZll Pt", 8, 0, 800);
	}
	
	// GenLevel Zll Pt, within acceptance
	if(fDoGenAccZllShape){
	prediction->ChGenZllPtAcc = new Channel("GenZllPtAcc", "GenDiLeptPt(20,2.4,71,111,true)", cutStreamGenZllAcc.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPtMConly);
	prediction->ChGenZllPtAcc->fVerbose =prediction->fVerbose;
	prediction->ChGenZllPtAcc->GetShapes("GenZllPtAcc", "GenZll Pt", 8, 0, 800);
	}
	// Get Acceptance Efficiency
	if(fDoGenZllShape && fDoGenAccZllShape){
		Bool_t binomial =true;
		TH1D* hZllAccEff = prediction->GetRatio(prediction->ChGenZllPtAcc->hZJetsToLL, prediction->ChGenZllPt->hZJetsToLL, 1, binomial);
		DrawHisto(hZllAccEff,hZllAccEff->GetName(),"EX");
//		TString rationame=hZllAccEff->GetName();
//		rationame +="_fittedRatio";
//		TF1 *f_lin = new TF1(rationame,"pol0(0)", fZllAccFitMin ,   fZllAccFitMax);   f_lin->SetLineColor(8);
//		if(fDoFits){ 
//			hZllAccEff->Fit(rationame,"0L","", fZllAccFitMin, fZllAccFitMax);    // set al weights to 1
//			fZllAccEff= f_lin->GetParameter(0);
//		} else{
//			fZllAccEff= prediction->GetLimitedRatio(prediction->ChGenZllPtAcc->hZJetsToLL,prediction->ChGenZllPt->hZJetsToLL,
//				                                fZllAccFitMin, fZllAccFitMax, true, fZllAccEffRelErr);
//			f_lin->SetParameter(0,fZllAccEff);
//		}
//  		const int nBins= 3;
//		const double Bins[nBins+1] = {150, fZllAccFitMin>150?fZllAccFitMin:150.0001, fZllAccFitMax<800? fZllAccFitMax:799.99, 800};
//		TH1D* hErrorbar = new TH1D(rationame.Data(), "", nBins,Bins);
//		hErrorbar->SetBinContent(2,fZllAccEff);
//		hErrorbar->SetBinError(2,fZllAccEffRelErr*fZllAccEff);
//		hErrorbar->SetBinContent(1,-1);
//		hErrorbar->SetBinError(1,0);
//		hErrorbar->SetFillColor(5);
//		hErrorbar->SetFillStyle(3001);
//		hErrorbar->Draw("e2same");
//		f_lin->Draw("same");
//		hZllAccEff->Draw("EX0same");
	}
	
	// GenLevel Zll Pt, within acceptance, OS dilepton recoed
	if(fDoGenAccZllRecoShape){
	prediction->ChGenZllPtAccRecoed = new Channel("GenZllPtAccRecoed", "GenDiLeptPt(20,2.4,71,111,true)", cutStreamGenZllAcc_recoed.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPtMConly);
	prediction->ChGenZllPtAccRecoed->fVerbose =prediction->fVerbose;
	prediction->ChGenZllPtAccRecoed->GetShapes("GenZllPtAccRecoed", "GenZll Pt", 100, 150, 800);
	}
	if(fDoGenAccZllShape && fDoGenAccZllRecoShape){
		Bool_t binomial =true;
		TH1D* hZllRecoEff = prediction->GetRatio(prediction->ChGenZllPtAccRecoed->hZJetsToLL, prediction->ChGenZllPtAcc->hZJetsToLL, 4, binomial);
		DrawHisto(hZllRecoEff,hZllRecoEff->GetName(),"EX");
		TString rationame=hZllRecoEff->GetName();
		rationame +="_fittedRatio";
		TF1 *f_lin = new TF1(rationame,"pol0(0)", fZllRecoEffFitMin , fZllRecoEffFitMax);   f_lin->SetLineColor(8);
		if(fDoFits){ 
			hZllRecoEff->Fit(rationame,"0L","", fZllRecoEffFitMin, fZllRecoEffFitMax);    // set al weights to 1
			fZllRecoEff= f_lin->GetParameter(0);
		} else{
			fZllRecoEff= prediction->GetLimitedRatio(prediction->ChGenZllPtAccRecoed->hZJetsToLL,prediction->ChGenZllPtAcc->hZJetsToLL,
				                                fZllRecoEffFitMin, fZllRecoEffFitMax, true, fZllRecoEffRelErr);
			f_lin->SetParameter(0,fZllRecoEff);
		}
  		const int nBins= 3;
		const double Bins[nBins+1] = {150, fZllRecoEffFitMin>150?fZllRecoEffFitMin:150.001, fZllRecoEffFitMax<800? fZllRecoEffFitMax:799.99, 800};
		TH1D* hErrorbar = new TH1D(rationame.Data(), "", nBins,Bins);
		hErrorbar->SetBinContent(2,fZllRecoEff);
		hErrorbar->SetBinError(2,fZllRecoEffRelErr*fZllRecoEff);
		hErrorbar->SetBinContent(1,-1);
		hErrorbar->SetBinError(1,0);
		hErrorbar->SetFillColor(5);
		hErrorbar->SetFillStyle(3001);
		hErrorbar->Draw("e2same");
		f_lin->Draw("same");
		hZllRecoEff->Draw("EX0same");
	}
	
	// Photons Hadronic Search MT2
	if(fDoPhotonMT2Shape){
	prediction->ChPhotonsMT2 = new Channel("PhotonsMT2", "photon[0].lv.Pt()", cutStreamPhotonMT2.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPt);
	prediction->ChPhotonsMT2->fVerbose =prediction->fVerbose;
	prediction->ChPhotonsMT2->GetShapes("PhotonsMT2", "MET", 40, 0, 800);
	}

	// Znunu Hadronic Search MT2
	if(fDoZnunuMT2Shape){
	prediction->ChZnunuMT2 = new Channel("ZnunuMT2", "misc.MET", cutStreamZnunuMT2.str().c_str(), fTriggerStream.str().c_str(),fSamplesZnunu);
	prediction->ChZnunuMT2->fVerbose =prediction->fVerbose;
	prediction->ChZnunuMT2->GetShapes("ZnunuMT2", "MET", 40, 0, 800);
	}

	if(fDoZnunuMT2Shape && fDoPhotonMT2Shape){
	TH1D* ZnunuToPhotonMT2Ratio = prediction->GetRatio(prediction->ChZnunuMT2->hZJetsToNuNu, prediction->ChPhotonsMT2->hPhotons, 1);
	DrawHisto(ZnunuToPhotonMT2Ratio,ZnunuToPhotonMT2Ratio->GetName(),"EX0");
	}


	
	// Do Pt spectra comparison plot
	if(fDoPtSpectraComparison && fDoPhotonPtShape && fDoZllPtShape){
		*fLogStream<< "************************* produce pr spectra plot ****************************** " << endl;
		TH1D* hZllMC_cp      = prediction->GetScaledHisto(prediction->ChZllPt->hZJetsToLL, fDoPtSpectraComparisonScaling?(prediction->ChZllPt->hData->Integral())/(prediction->ChZllPt->hZJetsToLL->Integral())    :1, 0, 1);
		TH1D* hZllData_cp    = prediction->GetScaledHisto(prediction->ChZllPt->hData,    1, 0, 1) ;
		TH1D* hPhotonMC_cp   = prediction->GetScaledHisto(prediction->ChPhotonPt->hPhotons,fDoPtSpectraComparisonScaling?(prediction->ChPhotonPt->hData->Integral())/(prediction->ChPhotonPt->hPhotons->Integral()):1, 0, 1);
		TH1D* hPhotonData_cp = prediction->GetScaledHisto(prediction->ChPhotonPt->hData,    1, 0, 1);

		if(fDoPtSpectraComparisonAccCorr){
			TFile *f = new TFile("../RootMacros/ZllAcceptance.root", "OPEN");
			TH1D*  hZllAcc = (TH1D*) f->Get("ZJetsToLL_GenZllPtAcc_ZJetsToLL_GenZllPt_Ratio");
			if (hZllAcc==0) {cout << "WARNING: could not get histo ZJetsToLL_GenZllPtAcc_ZJetsToLL_GenZllPt_Ratio" << endl; exit(1);}
			for(int i=1; i<=hZllMC_cp->GetNbinsX(); ++i){
				if(hZllAcc->GetBinLowEdge(i) != hZllMC_cp->GetBinLowEdge(i)) {cout << "Zll Acc Correction: binnin does not match!!" << endl; exit(1);}
				if(hZllMC_cp  ->GetBinContent(i)<=0) continue;
				double acc_eff   = hZllAcc->GetBinContent(i);
				double orig_mc   = hZllMC_cp     ->GetBinContent(i);
				double orig_data = hZllData_cp   ->GetBinContent(i);
				cout << "bin i " << i << " acc eff " << acc_eff << " orig_mc " << orig_mc << " become " << orig_mc/acc_eff 
				     << " orig_data " << orig_data << " becomes " << orig_data/acc_eff << endl;
				hZllMC_cp   ->SetBinContent(i, orig_mc  /acc_eff);
				hZllData_cp ->SetBinContent(i, orig_data/acc_eff);
			}
			delete f;
		}
		
		hZllMC_cp->SetMarkerStyle(22);
		hZllMC_cp->SetLineColor(kOrange);
		hZllMC_cp->SetMarkerColor(kOrange);
		hZllMC_cp->SetMarkerSize(1.2);
		hZllData_cp->SetMarkerStyle(26);
		hZllData_cp->SetMarkerColor(kBlack);
		hZllData_cp->SetLineColor(kBlack);
		hPhotonMC_cp->SetLineColor(kMagenta+2);
		hPhotonMC_cp->SetMarkerColor(kMagenta+2);
		hPhotonMC_cp->SetMarkerStyle(20);
		hPhotonMC_cp->SetMarkerSize(1.2);
		hPhotonData_cp->SetMarkerStyle(4);
		hPhotonData_cp->SetMarkerColor(kBlack);
		hPhotonData_cp->SetLineColor(kBlack);

		TCanvas *col = new TCanvas("ZllToGammaPtSpectra", "", 0, 0, 500, 500);
		col->SetFillStyle(0);
		col->SetFrameFillStyle(0);
//		col->cd();
		gPad->SetFillStyle(0);
		gStyle->SetPalette(1);
		gPad->SetRightMargin(0.15);

		TLegend* leg2 = new TLegend(0.2, 0.6, 0.5, 0.9);	
		leg2->AddEntry(hPhotonMC_cp,"Gamma+Jets MC","p" );
		leg2->AddEntry(hPhotonData_cp,"Photon Data","p" );
		leg2->AddEntry(hZllMC_cp ,"Zll MC","p" );
		leg2->AddEntry(hZllData_cp,"Zll Data","p" );
		leg2 -> SetFillColor(0);
		leg2 -> SetBorderSize(0);
	//	
		hPhotonMC_cp->SetXTitle("V boson p_{T} (GeV)");
		hPhotonMC_cp->SetYTitle("Events / 7 GeV");
		hPhotonMC_cp->Draw("EX");
		hPhotonData_cp->Draw("EXsame");
		hZllMC_cp->Draw("EXsame");
		hZllData_cp->Draw("EXsame");
		leg2->Draw();
	
		TCanvas *c3 = new TCanvas("ZllToGammaPtSpectraRatio", "", 500, 500);
		TH1D* h_ratio         = (TH1D*) hZllMC_cp      ->Clone("h_ratio");	
		TH1D* h_ratioData     = (TH1D*) hZllData_cp    ->Clone("h_ratioData");	
		TH1D* hPhotonMC_cp2   = (TH1D*) hPhotonMC_cp   ->Clone("hPhotonMC_cp2");
		TH1D* hPhotonData_cp2 = (TH1D*) hPhotonData_cp ->Clone("hPhotonData_cp2");
		h_ratio->Rebin(1); h_ratioData->Rebin(1);
		h_ratio->SetYTitle("#frac{Z(ll)}{#gamma}");
		h_ratio->SetXTitle("boson p_{T} (GeV)");
		h_ratio    ->Divide(hPhotonMC_cp2->Rebin(1));
		h_ratioData->Divide(hPhotonData_cp2->Rebin(1));
		h_ratio    ->SetMarkerStyle(20);
		h_ratio    ->SetMarkerSize(1.2);
		h_ratio    ->SetLineColor(kMagenta+2);
		h_ratio    ->SetMarkerColor(kMagenta+2);
		h_ratioData->SetMarkerStyle(26);
		h_ratioData->SetMarkerColor(kBlack);
		h_ratio    ->Draw("EX0");
		h_ratioData->Draw("EX0same");
		
		TLegend* leg3 = new TLegend(0.2, 0.6, 0.5, 0.9);	
		leg3->AddEntry(h_ratioData,"Zll/photon Data","p" );
		leg3->AddEntry(h_ratio    ,"Zll/photon MC","p" );
		leg3 -> SetFillColor(0);
		leg3 -> SetBorderSize(0);
		leg3 ->Draw();
	}

	if(fDoMT2SpectraCompaison && fDoZnunuMT2Shape && fDoPhotonMT2Shape){
		*fLogStream<<  "************************* MT2 spectra comparison ***************  " << endl;
		TH1D* hZNunuMT2      = prediction->GetScaledHisto(prediction->ChZnunuMT2   ->hZJetsToNuNu, fDoMT2SpectraCompaisonScaling?(prediction->ChPhotonsMT2 ->hData->Integral())/(prediction->ChPhotonsMT2 ->hPhotons->Integral()):1, 0, 1);
		TH1D* hPhotonMT2     = prediction->GetScaledHisto(prediction->ChPhotonsMT2 ->hPhotons,     fDoMT2SpectraCompaisonScaling?(prediction->ChPhotonsMT2 ->hData->Integral())/(prediction->ChPhotonsMT2 ->hPhotons->Integral()):1, 0, 1);
		TH1D* hPhotonDataMT2 = prediction->GetScaledHisto(prediction->ChPhotonsMT2 ->hData, 1, 0, 1);
		
		hZNunuMT2->SetFillStyle(0);
		hZNunuMT2->SetLineWidth(3);

		TCanvas *col = new TCanvas("ZnunuToGammaPtSpectra", "", 0, 0, 500, 500);
		col->SetFillStyle(0);
		col->SetFrameFillStyle(0);
//		col->cd();
		gPad->SetFillStyle(0);
		gStyle->SetPalette(1);
		gPad->SetRightMargin(0.15);
		gPad->SetLogy(1);

		TLegend* leg2 = new TLegend(0.2, 0.6, 0.5, 0.9);	
		leg2->AddEntry(hPhotonMT2,"#gamma+jets MC","f" );
		leg2->AddEntry(hZNunuMT2,"Z(#nu#nu)+jets MC","l" );
		leg2->AddEntry(hPhotonDataMT2,"data","p" );
		leg2 -> SetFillColor(0);
		leg2 -> SetBorderSize(0);
	//	
		hPhotonMT2->SetXTitle("min #Delta #phi(jets,MET)");
		hPhotonMT2->SetYTitle("Events");
		hPhotonMT2->Draw("hist");
		hZNunuMT2->Draw("histsame");
		hPhotonDataMT2->Draw("EXsame");
		leg2->Draw();
//		gPad->RedrawAxis();
		// cout integral above 250 in MT2 and ratio
//		double sumPhotons=0;
//		double sumZnunu  =0;
//		for(int i=1;  i<=hPhotonMT2->GetNbinsX(); ++i){
//			if(hPhotonMT2->GetBinLowEdge(i)>=250){
//				sumPhotons+=hPhotonMT2->GetBinContent(i);
//				sumZnunu  +=hZNunuMT2 ->GetBinContent(i);
//			}
//		}
//		*fLogStream<< ">>> hPhotonMT2: integral above 250: " << sumPhotons << endl;
//		*fLogStream<< ">>> hZNunuMT2 : integral above 250: " << sumZnunu   << endl;
//		*fLogStream<< ">>> -> Ratio  : "                     << sumZnunu/sumPhotons << endl;
		
	}

	if(fDoZnunuGammaGenPtSpectraComparison){
		*fLogStream<< "*************************ZnunuGammaGenPtSpectraComparison**********" << endl;
		// gen photons
		prediction->ChGenPhotonPt = new Channel("GenPhotonPt", "GenPhoton[0].Pt()", cutStreamGenPhoton.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPtMConly);
		prediction->ChGenPhotonPt->fVerbose =prediction->fVerbose;
		prediction->ChGenPhotonPt->GetShapes("GenPhotonPt", "Gen-level #gamma Pt", 50, 150, 800);
		
		// Gen Znunu
		prediction->ChGenZnunuPt = new Channel("GenZnunuPt", "GenZ[0].Pt()", cutStreamGenZnunu.str().c_str(), fTriggerStream.str().c_str(),fSamplesZnunu);
		prediction->ChGenZnunuPt->fVerbose =prediction->fVerbose;
		prediction->ChGenZnunuPt->GetShapes("GenZnunuPt", "Gen-level Z(#nu#nu) Pt", 50, 150, 800);
		
		prediction->DrawHistos(prediction->ChGenPhotonPt->hPhotons, prediction->ChGenZnunuPt->hZJetsToNuNu,
				       "EX0"                              , "EX0same",
				       kViolet+3                          , kBlack,
				       20                                 ,4,
				       "#gamma Pt"                        ,"Z(#nu#nu)");

		TH1D* hGenPhotonToZnunuRatio = prediction->GetRatio(prediction->ChGenZnunuPt->hZJetsToNuNu, prediction->ChGenPhotonPt->hPhotons, 1, false);
		hGenPhotonToZnunuRatio->SetMarkerColor(kBlack);
		hGenPhotonToZnunuRatio->SetLineColor(kBlack);
		hGenPhotonToZnunuRatio->SetMarkerStyle(4);
		DrawHisto(hGenPhotonToZnunuRatio, "GenPhotonToZnunuRatio","EX0", prediction->ChGenPhotonPt);
	}

	if(fDoPhotonRecoEff){
		prediction->ChGenPhotonPtForRecoEff = new Channel("GenPhotonPtForRecoEff", "GenPhoton[0].Pt()", cutStream_GenPhotonforRecoEff.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPtMConly);
		prediction->ChGenPhotonPtForRecoEff->fVerbose =prediction->fVerbose;
		prediction->ChGenPhotonPtForRecoEff->GetShapes("GenPhotonPtForRecoEff", "Gen-level #gamma Pt", 50, 150, 800);
		
		prediction->ChPhotonPtForRecoEff = new Channel("PhotonPtForRecoEff", "GenPhoton[0].Pt()", cutStream_PhotonPtforRecoEff.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPtMConly);
		prediction->ChPhotonPtForRecoEff->fVerbose =prediction->fVerbose;
		prediction->ChPhotonPtForRecoEff->GetShapes("PhotonPtForRecoEff", "Gen-level #gamma Pt", 50, 150, 800);
		
		prediction->DrawHistos(prediction->ChGenPhotonPtForRecoEff->hPhotons, prediction->ChPhotonPtForRecoEff->hPhotons,
				       "EX0"                              , "EX0same",
				       kViolet+3                          , kBlack,
				       20                                 ,4,
				       "#all"                             ,"recoed");
		TH1D* hPhotonRecoEff = prediction->GetRatio(prediction->ChPhotonPtForRecoEff->hPhotons, prediction->ChGenPhotonPtForRecoEff->hPhotons, 1, false);
		hPhotonRecoEff->SetMarkerColor(kBlack);
		hPhotonRecoEff->SetLineColor(kBlack);
		hPhotonRecoEff->SetMarkerStyle(4);
		DrawHisto(hPhotonRecoEff, "PhotonRecoEff","EX0", prediction->ChPhotonPtForRecoEff);
	}

	// Prediction
	if(fDoPrediction){
		*fLogStream<< "************************* Prediction ****************************** " << endl;

		TH1D* MCZnunu = prediction->GetScaledHisto(prediction->ChZnunuMT2->hZJetsToNuNu,fLumiCorr,0);  // scale to lumi 4400
		double MCZnunuEst    = MCZnunu->GetBinContent(1);
		double MCZnunuEstErr = MCZnunu->GetBinError(1);
		delete MCZnunu;
		if(fDoData){ 
		double nGamma    = prediction->ChPhotonsMT2->hData->Integral();
		double nGammaErr = sqrt(nGamma);
		*fLogStream << "********** Data Prediction ***************************************************** " << endl;
		MakePrediction(nGamma, nGammaErr, fZllToPhotonRatio, fZllToPhotonRatioRelErr, fZllAccEff, fZllAccEffRelErr, fZllRecoEff, fZllRecoEffRelErr, MCZnunuEst, MCZnunuEstErr);
		}
		TH1D* hDummy =   prediction->GetScaledHisto(prediction->ChPhotonsMT2->hPhotons, 1, 0);
		float nGammaMC   =hDummy->GetBinContent(1);
		float nGammaMCErr=hDummy->GetBinError(1);
		*fLogStream << "********** MC Prediction ***************************************************** " << endl;
		MakePrediction(nGammaMC, nGammaMCErr, fZllToPhotonRatio, fZllToPhotonRatioRelErr, fZllAccEff, fZllAccEffRelErr, fZllRecoEff, fZllRecoEffRelErr, MCZnunuEst, MCZnunuEstErr);
	}

	// write -----------
	if(fWriteToFile){
		TString logname =fOutDir + ".log"; 
		ofstream f_log (logname.Data(), ios::app);
		f_log << fLogStream->str();
	} else{
		cout << fLogStream->str();
	}

//	fOutFile->Close();

}
/* ***************************************************************************************************************** */
int main(int argc, char* argv[]) {

  cout << "sis3316_offline" << endl; // prints sis3316_offline

  /******************************************************************************************************************************/
  /* CERN ROOT                                                                                                                  */
  /******************************************************************************************************************************/

  #ifdef CERN_ROOT_PLOT

    printf("--> CERN_ROOT_PLOT is defined \n");
    int root_graph_x ;
    int root_graph_y ;
    int root_graph_x_size ;
    int root_graph_y_size ;
    char root_graph_text[80] ;

    root_graph_x_size = 1000 ;
    root_graph_y_size = 500 ;

    root_graph_x = 10 ;
    root_graph_y = 620 ;

    cout << "argc: " << argc << endl;
    for (int i = 1; i < argc; i++){ cout << "argv[" << i << "]: " << argv[i] << endl; }


    // this root class extracts data from argc and argv, modifying them in the
    // process
    TApplication theApp("SIS3316 Application: Test", &argc, argv);
    strcpy(root_graph_text,"SIS3316 Graph: Raw data") ;
    gl_graph_raw      = new sis_root_graph(root_graph_text, root_graph_x, root_graph_y, root_graph_x_size, root_graph_y_size) ;

  #endif

  #ifdef raus
    printf("--> raus is defined \n");
    // file read
    gl_FILE_DataEvenFilePointer = fopen("ne213/sis3316_test_data.dat","rb") ;
    if (gl_FILE_DataEvenFilePointer == NULL) {
            printf("gl_FILE_DataEvenFilePointer == NULL \n");
            return -1;
    }
    else {
            printf("file is opened \n");
    }
  #endif
  UInt_t valid_BankBufferHeader_valid_flag ;
  int nof_read ;
  UInt_t buffer_no ;
  UInt_t i_event ;
  UInt_t nof_events ;
  UInt_t buffer_length ;
  UInt_t event_length ;
  UInt_t header_length ;
  UInt_t wfm_length ;
  UInt_t channel_no ;
  UInt_t maw_length ;
  UInt_t i_ch ;
  UInt_t headerformat ;
  UInt_t header_indentifier ;
  UInt_t header_reserved ;


  //gl_graph_raw->sis3316_draw_XYaxis (50000); // clear and draw X/Y
  //gl_graph_raw->sis3316_draw_XYaxis (wfm_length); // clear and draw X/Y
  UInt_t bank_buffer_counter ;

  char filename[128]  ;
  int i_file;

  bank_buffer_counter = 8 ;


  bool doDraw = true;
  if ( gROOT->IsBatch() ) {
    doDraw = false; 
    cout << "--> running in batch mode" << endl;
  }

  // loop over enumerated files in internal directory:
  //for (i_file=0; i_file<10; i_file++) {

    //sprintf(filename,"../data_files/sample_test_gui/sis3316_test_data_%d.dat",i_file ) ;
    //sprintf(filename,"../data_files/external/sis3316_test_data_%d.dat",i_file ) ;
    //sprintf(filename,"../data_files/internal/sis3316_test_data_%d.dat",i_file ) ;

  // loop over args:
  for (i_file = 1; i_file<theApp.Argc(); i_file++) {

    //cout << "filename: " <<  argv[i_file+1] << endl;
    //sprintf(filename,"%s",argv[i_file+1]) ;
    sprintf(filename,"%s", theApp.Argv(i_file)) ;

#ifdef CERN_ROOT_PLOT


    string filename_str(filename);
    if ( filename_str.size() < 3 ) { 
      cout << "option: " << filename_str << endl; 
      continue; 
    }
    cout << "filename: " << filename << endl;
    size_t dot = filename_str.find_last_of(".");
    size_t slash = filename_str.find_last_of("/");
    string basename_str = "tier1_" + filename_str.substr(slash+1, dot-slash-1);
    string config_filename_str = filename_str.substr(0, dot) + ".ini";
    cout << "Setting file label " << basename_str << endl;

    // open a root file
    TFile root_file((basename_str + ".root").c_str(), "recreate");

    // make trees
    TTree *tree[16];

    //default values for branches
    //global parameters
        Bool_t is_external = true;
        Float_t sampling_freq_Hz = 25e6; // in Hz
        UShort_t wfm_delay = 200;
        UShort_t maw_delay = 600;
        Bool_t is_pospolarity[16];
        Bool_t is_50ohm[16];
        Bool_t is_2Vinput[16];
        UShort_t maw_gap = 250;
        UShort_t maw_peaking = 50;
        UShort_t maw_thres = 60;
        for(int i=0; i<=15; i++) {is_pospolarity[i] = is_50ohm[i] = is_2Vinput[i] = true;}

     //read from config file
        ReadConfigFile(config_filename_str, &is_external, &sampling_freq_Hz, &wfm_delay, &maw_delay, is_pospolarity, is_50ohm, is_2Vinput, &maw_gap, &maw_peaking, &maw_thres);

     //other parameters
        Int_t wfm_max = 0; 
        UShort_t wfm_max_time = 0;
        Int_t wfm_min = 0;
        Int_t maw_max = 0; 
        Int_t maw_min = 0; 
        UChar_t channel = 0;
        ULong64_t timestamp = 0;
        Double_t timestampDouble = 0;
        //ULong64_t timestampLo = 0;
        //ULong64_t timestampHi = 0;
        UShort_t * wfm = new UShort_t[65536]; 
        Int_t * maw = new Int_t[2048*4];

    //read configuration file

    for(int i=0; i<=15; i++) { // looping over the 16 trees
        ostringstream treename;
        treename << "tree" << i;
        tree[i] = new TTree(treename.str().c_str(), "tree of SIS waveform data");

        // global parameters
        tree[i]->Branch("is_external", &is_external, "is_external/O");
        tree[i]->Branch("sampling_freq_Hz", &sampling_freq_Hz, "sampling_freq_Hz/F");
        tree[i]->Branch("wfm_delay", &wfm_delay, "wfm_delay/s");
        tree[i]->Branch("wfm_length", &wfm_length, "wfm_length/i");
        tree[i]->Branch("maw_delay", &maw_delay, "maw_delay/s");
        tree[i]->Branch("maw_length", &maw_length, "maw_length/i");
        tree[i]->Branch("is_pospolarity", &is_pospolarity[i], "is_pospolarity/O");
        tree[i]->Branch("is_50ohm", &is_50ohm[i], "is_50ohm/O");
        tree[i]->Branch("is_2Vinput", &is_2Vinput[i], "is_2Vinput/O");
        tree[i]->Branch("maw_gap", &maw_gap, "maw_gap/s");
        tree[i]->Branch("maw_peaking", &maw_peaking, "maw_peaking/s");
        tree[i]->Branch("maw_thres", &maw_thres, "maw_thres/s");

        // create a maximum-value branch
        //UInt_t wfm_max = 0; 
        tree[i]->Branch("wfm_max", &wfm_max, "wfm_max/I");

        // time of waveform max value:
        //UInt_t wfm_max_time = 0;
        tree[i]->Branch("wfm_max_time", &wfm_max_time, "wfm_max_time/s");

        // create a mininum-value branch
        //UInt_t wfm_min = 0; 
        tree[i]->Branch("wfm_min", &wfm_min, "wfm_min/I");

        // create a maximum-value branch
        //signed int maw_max = 0; 
        tree[i]->Branch("maw_max", &maw_max, "maw_max/I");

        // create a mininum-value branch
        //signed int maw_min = 0; 
        tree[i]->Branch("maw_min", &maw_min, "maw_min/I");

        // create a channel branch
        //int channel = 0;
        tree[i]->Branch("channel", &channel, "channel/b"); // 8 bit unsigned integer

        // create a timestamp branch
        //ULong64_t timestamp = 0;
        //double  timestampDouble = 0;
        tree[i]->Branch("timestamp", &timestamp, "timestamp/l"); // 64 bit unsigned integer (ULong64_t)
        tree[i]->Branch("timestampDouble", &timestampDouble, "timestampDouble/D"); // (Double_t)

        // create a buffer number branch
        // tree[i]->Branch("buffer_no", &buffer_no);

        // create an event  number branch
        tree[i]->Branch("event", &i_event, "event/i"); // unsigned integer (UInt_t)
    
        // wfm
        //UShort_t * wfm = new UShort_t[2048*4]; 
        tree[i]->Branch("wfm", wfm, "wfm[wfm_length]/s");

        // maw buffer
        tree[i]->Branch("maw_length", &maw_length);

        // maw
        //signed int * maw = new signed int[2048*4]; 
        tree[i]->Branch("maw", maw, "maw[maw_length]/I");
    }
#endif

    cout << "argc: " << argc << endl;
    for (int i = 1; i < argc; i++){ cout << "argv[" << i << "]: " << argv[i] << endl; }

    //cout << theApp.Argc() << endl;
    //cout << theApp.Argv(i_file) << endl;

    printf("--> processing file: %s\n",filename) ;
    gl_FILE_DataEvenFilePointer = fopen(filename,"rb") ;
    if (gl_FILE_DataEvenFilePointer != NULL) {

      do {

        valid_BankBufferHeader_valid_flag = 0 ;

        // read the buffer header
        nof_read = ReadBufferHeaderCounterNofChannelToDataFile (&header_indentifier, &buffer_no, &channel_no, &nof_events, &event_length, &maw_length, &header_reserved) ;
        buffer_length = event_length * nof_events ;

        printf("\n");
        printf("header information: \tnof_read = %d    \tindentifier = %d   \tbuffer_no = %d  \tchannel_no = %d   \n", nof_read, header_indentifier, buffer_no, channel_no);
        printf("header information: \tnof_events = %d  \tbuffer_length = %d   \tevent_length = %d    \n", nof_events, buffer_length, event_length );
        printf("header information: \tmaw_length = %d \treserved = %d \n",  maw_length, header_reserved);
        unsigned uint_plot_axis_flag;
        if (nof_read == 8) {
          uint_plot_axis_flag = 1 ;
          valid_BankBufferHeader_valid_flag = 1 ;

          // read buffer (of nof_events  events) into gl_ch_data 
          nof_read =  ReadEventsFromDataFile (gl_ch_data, buffer_length);

          // grab header format and channel number from the 0th event; assume
          // this applies to all nof_events 

          // mask to get the header format:
          headerformat =  (gl_ch_data[0] & 0xf) ;

          // mask and bitshift to get the channel number 
          i_ch = (gl_ch_data[0] & 0xfff0) >> 4 ;
          
          printf("nof_read = %d  \tch = %d   \theaderformat = 0x%02X \n", nof_read, i_ch, headerformat);

          if (i_ch != channel_no) {
            cout << "WARNING -- i_ch=" << i_ch << ", channel_no=" << channel_no << endl; 
          }

          header_length = 3 ; // if headerformat == 0
          if((headerformat & 0x1) == 1) {header_length = header_length + 7; }
          if((headerformat & 0x2) == 2) {header_length = header_length + 2; }
          if((headerformat & 0x4) == 4) {header_length = header_length + 3; }
          if((headerformat & 0x8) == 8) {header_length = header_length + 2; }

          // wfm_length is the number of 16-bit ADC samples in each event
       // event_length is the number of 32-bit words in each event
          wfm_length = 2 * (gl_ch_data[header_length-1] & 0x3ffffff) ; // if headerformat == 0

          if(uint_plot_axis_flag == 1) {
                  //printf("uint_plot_axis_flag == 1\n");
                  uint_plot_axis_flag = 0 ;
                  gl_graph_raw->sis3316_draw_XYaxis (wfm_length); // clear and draw X/Y
          }

          // loop over all events in gl_ch_data
          for (i_event = 0; i_event < nof_events; i_event++) {
            //if (i_event<10) { // plot ony the first 10. events
            //if (i_event<1) { // plot ony 1. event

              //cout << sizeof(UInt_t) << endl;
              // gl_ch_data is an UInt_t is 4 bytes (32 bits), at least on
              // Alexis' Mac. Bit mask each part of the timestamp, then bit shift to
              // make the 48-bit timestamp
              // 0xffff = 32 bits, 4 bytes

              size_t event_index = i_event*event_length;

              //cout << "gl_ch_data[event_index + 1] : " << gl_ch_data[event_index + 1] << endl;
              //cout << "gl_ch_data[event_index]: " << gl_ch_data[event_index] << endl;
              //cout << "(gl_ch_data[event_index] & 0xffff0000): " << ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000)) << endl;
              //cout << "(gl_ch_data[event_index] & 0xffff0000) << 16 :" << ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000) << 16) << endl;

              timestamp = ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000) << 16) ;
              timestamp += gl_ch_data[event_index + 1];
              //timestampHi = ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000) << 16) ;
              //timestampLo = gl_ch_data[event_index + 1];
              timestampDouble = (Double_t) timestamp;


              // find the wfm maximum value
              wfm_max = 0; 
              wfm_max_time = 0;
              wfm_min = pow(2, 14); // max value of ADC
              UShort_t* ushort_adc_buffer_ptr = (UShort_t*) (&gl_ch_data[i_event*(event_length) + header_length]);
              for (UInt_t i = 0; i < wfm_length; i++ ) {
                UInt_t adc_value = (UInt_t) ushort_adc_buffer_ptr[i];
                wfm[i] = adc_value;
                //cout << i << " | " << adc_value << endl;
                if (adc_value > wfm_max){ 
                    wfm_max = adc_value; 
                    wfm_max_time = i;
                }
                if (adc_value < wfm_min){ wfm_min = adc_value; }
              }

              if (doDraw) {
                cout << "wfm_max: " << wfm_max << endl;
                cout << "timestamp: " << timestamp << endl;

                gl_graph_raw->sis3316_draw_chN (wfm_length,
                    &gl_ch_data[event_index + header_length], i_ch&0xf);

                // insert pause 
                cout << "event " << i_event 
                  << " | channel " << i_ch
                  << " |  enter to continue (q=quit, b=batch, p=print)--> ";
                int val = cin.get();
                cout << endl;
                if (val == (int) 'q' || val == (int) 'Q') { return 0; }
                if (val == (int) 'b') { doDraw = false; }
                if (val == (int) 'p') { 

                    ostringstream plotName; 
                    plotName << basename_str  << i_event;
                    //gl_graph_raw->c1->Print((plotName.str() + ".png").c_str());
                    //gl_graph_raw->c1->Print((plotName.str() + ".pdf").c_str());
                }
              }

              //wfm = (UShort_t*) &(gl_ch_data[event_index + header_length]);

              //------------------------------------------------------------------------------
              // MAW
              //------------------------------------------------------------------------------

              // find the maw maximum value
              // I hope this is the MAW
              maw_max = 0; 
              maw_min = INT_MAX; // max value of MAW

              //UShort_t* maw_adc_buffer_ptr = (UShort_t*)
              //(&gl_ch_data[i_event*(event_length) + header_length +
              //wfm_length/2]);

              // Tino says maw is 32 bits:
              UInt_t* maw_adc_buffer_ptr =
              &gl_ch_data[i_event*(event_length) + header_length +
              wfm_length/2];

              for (UInt_t i = 0; i < maw_length; i++ ) {
                signed int maw_value = maw_adc_buffer_ptr[i] - 0x8000000; // per Tino
                maw[i] = maw_value;

                //cout << i 
                //  << " | maw_adc_buffer_ptr[i]:" << maw_adc_buffer_ptr[i] 
                //  << " | maw_value: " << maw_value 
                //  << " | maw[i] " << maw[i] 
                //  << endl;

                if (maw_value > maw_max){ maw_max = maw_value; }
                if (maw_value < maw_min){ maw_min = maw_value; }
              }

              /*
              if (doDraw) {
                cout << "maw_max: " << maw_max << endl;
                cout << "timestamp: " << timestamp << endl;

                gl_graph_raw->sis3316_draw_chN (wfm_length,
                    &gl_ch_data[event_index + header_length + wfm_length/2], i_ch&0xf);

                // insert pause 
                cout << "event " << i_event 
                  << " | channel " << i_ch
                  << " |  enter to continue (q=quit, b=batch)--> ";
                int val = cin.get();
                cout << endl;
                if (val == (int) 'q' || val == (int) 'Q') { return 0; }
                if (val == (int) 'b') { doDraw = false; }
              }
              */

              channel = (gl_ch_data[event_index] & 0xfff0) >> 4;
              tree[channel]->Fill();

              // each buffer should contain data from only one channel
              if (i_ch != channel_no) {
                cout << "WARNING -- channel=" << channel << ", channel_no=" << channel_no << endl; 
              }

            //} // end limit on n events

          } // end loop over events

        } // end if(nof_read==8)
        else {
                valid_BankBufferHeader_valid_flag = 0 ;
        }
      } while(valid_BankBufferHeader_valid_flag == 1) ;
            printf("\n");

            fclose(gl_FILE_DataEvenFilePointer);
            printf("file closed and finished   \n");
            bank_buffer_counter++;
    }


  gROOT->SetStyle("Plain");     
  gStyle->SetOptStat(0);        
  gStyle->SetPalette(1);        
  gStyle->SetTitleStyle(0);     
  gStyle->SetTitleBorderSize(0);       

  int n_bins = 200;
  int min = 0;
  int max = 16384; 

  const size_t n_channels = 16; 
  const size_t n_colors = 4; 
  TH1D* hist_array[n_channels]; 
  int color[n_colors] = {kRed, kBlue, kGreen+1, kViolet}; 
  int fillStyle[n_channels] = {3004, 3005, 3006, 3007, 3001, 3002, 3003, 3016,
      3017, 3018, 3020, 3021}; 

  TH1D frame_hist("frame_hist","",n_bins, min, max);
  frame_hist.SetXTitle("Waveform max (ADC units)");
  frame_hist.SetYTitle("Counts");


  for (size_t i = 0; i <n_channels; i++) {

    ostringstream name; 
    name << "h" << i;
    TH1D* hist = new TH1D(name.str().c_str(), "", n_bins, min, max);
    int i_color = i % n_colors;
    //cout << i << " | " << name.str() << " | " << i_color << endl;
    hist->SetLineColor(color[i_color]);
    hist->SetFillColor(color[i_color]);
    hist->SetFillStyle(fillStyle[i]);
    hist_array[i] = hist;
  }

  TLegend legend(0.1, 0.81, 0.9, 0.99);
  legend.SetNColumns(4); 

  TCanvas canvas("canvas", "");
  canvas.SetLogy(1); 
  canvas.SetGrid(1,1);
  canvas.SetTopMargin(0.2);

  double hist_max = 0;
  frame_hist.Draw();

  for (size_t i = 0; i < n_channels; i++) {
  
    ostringstream entry;
    ostringstream name;
    ostringstream selection;

    name << "wfm_max >> h" << i;  
    selection << "channel==" << i; 
    int n_counts = tree[0]->Draw(name.str().c_str(), selection.str().c_str(), "same");
    cout << i << " | n counts = " << n_counts << " | " << name.str() << " | " << selection.str() << endl;
    entry << "ch " << i+1 << " (" << n_counts << ")";
    TH1D* hist = hist_array[i];
    legend.AddEntry(hist, entry.str().c_str(), "f");
    if ( n_counts > hist_max ) { hist_max = n_counts; }
  }

  frame_hist.SetMaximum(hist_max*1.1);

  legend.Draw();
  canvas.Update();
  //canvas.Print((basename_str + ".png").c_str());
  //canvas.Print((basename_str + ".pdf").c_str());

  for(int i=0; i<=15; i++) {tree[i]->Write();}
  canvas.Write();

// create a run_tree with event parameters
  TTree *run_tree = new TTree("run_tree", "run tree");
  run_tree->Branch("is_external", &is_external, "is_external/O");
  run_tree->Branch("sampling_freq_Hz", &sampling_freq_Hz, "sampling_freq_Hz/F");
  run_tree->Branch("wfm_delay", &wfm_delay, "wfm_delay/s");
  run_tree->Branch("wfm_length", &wfm_length, "wfm_length/i");
  run_tree->Branch("maw_delay", &maw_delay, "maw_delay/s");
  run_tree->Branch("maw_length", &maw_length, "maw_length/i");
  run_tree->Branch("maw_gap", &maw_gap, "maw_gap/s");
  run_tree->Branch("maw_peaking", &maw_peaking, "maw_peaking/s");
  run_tree->Branch("maw_thres", &maw_thres, "maw_thres/s");

  run_tree->Fill();
  run_tree->Write();

  } // end loop over arguments/files
void plotLeadingJet(int cbin,
		    TString infname,
		    TString pythia,
		    TString mix,
		    bool useWeight,
		    bool drawXLabel,
		    bool drawLeg)
{

  TString cut="et1>120 && et2>50 && dphi>2.5";
  TString cutpp="et1>120 && et2>50 && dphi>2.5";
  TString cstring = "";
  if(cbin==0) {
    cstring = "0-10%";
    cut+=" && bin>=0 && bin<4";
    cut+=" && ((et1-et2)/(et1+et2) > 0.3)";
  } else if (cbin==1) {
     cstring = "10-30%";
     cut+=" && bin>=4 && bin<12";
     cut+=" && ((et1-et2)/(et1+et2) > 0.3)";
  } else {
     cstring = "30-100%";
     cut+=" && bin>=12 && bin<40";
     cut+=" && ((et1-et2)/(et1+et2) > 0.3)";
  }
  
  // open the data file
  TFile *inf = new TFile(infname.Data());
  TTree *nt =(TTree*)inf->FindObjectAny("nt");

  // open the pythia (MC) file
  TFile *infPythia = new TFile(pythia.Data());
  TTree *ntPythia = (TTree*) infPythia->FindObjectAny("nt");

  // open the datamix file
  TFile *infMix = new TFile(mix.Data());
  TTree *ntMix =(TTree*)infMix->FindObjectAny("nt");


  // projection histogram
  TH1D *h = new TH1D("h","",10,60,135);
  TH1D *hPythia = new TH1D("hPythia","",10,60,135);
  TH1D *hDataMix = new TH1D("hDataMix","",10,60,135);
  nt->Draw("et2>>h",Form("(%s)",cut.Data())); 
   
  if (useWeight) {
    // use the weight value caluculated by Matt's analysis macro
    ntMix->Draw("et2>>hDataMix",Form("(%s)*weight",cut.Data())); 
  } else {
    // ignore centrality reweighting
    ntMix->Draw("et2>>hDataMix",Form("(%s)",cut.Data()));  
  }
    ntPythia->Draw("et2>>hPythia",Form("(%s)",cutpp.Data())); 
  // calculate the statistical error and normalize
  h->Sumw2();
  h->Scale(1./h->GetEntries());
  h->SetMarkerStyle(20);

  hPythia->Scale(1./hPythia->Integral(0,20));
  hPythia->SetLineColor(kBlue);
  hPythia->SetFillColor(kAzure-8);
  hPythia->SetFillStyle(3005);
   
  hPythia->SetStats(0);
  hPythia->Draw("hist");
  if(drawXLabel) hPythia->SetXTitle("Subleading Jet E_{T} (GeV)");

  hPythia->GetXaxis()->SetLabelSize(20);
  hPythia->GetXaxis()->SetLabelFont(43);
  hPythia->GetXaxis()->SetTitleSize(22);
  hPythia->GetXaxis()->SetTitleFont(43);
  hPythia->GetXaxis()->SetTitleOffset(1.5);
  hPythia->GetXaxis()->CenterTitle();

  hPythia->GetXaxis()->SetNdivisions(904,true);

  hPythia->SetYTitle("Event Fraction");

  hPythia->GetYaxis()->SetLabelSize(20);
  hPythia->GetYaxis()->SetLabelFont(43);
  hPythia->GetYaxis()->SetTitleSize(20);
  hPythia->GetYaxis()->SetTitleFont(43);
  hPythia->GetYaxis()->SetTitleOffset(2.5);
  hPythia->GetYaxis()->CenterTitle();

  hPythia->SetAxisRange(2E-3,3,"Y");
  hDataMix->SetAxisRange(2E-3,3,"Y");
  h->SetAxisRange(2E-3,3,"Y");


  h->Draw("same");

  hDataMix->Scale(1./hDataMix->Integral(0,20));
  hDataMix->SetLineColor(kRed);
  hDataMix->SetFillColor(kRed-9);
  hDataMix->SetFillStyle(3004);
  hDataMix->Draw("same");

  if(drawLeg){
     TLegend *t3=new TLegend(0.25,0.74,0.79,0.90);
    t3->AddEntry(h,"Pb+Pb  #sqrt{s}_{_{NN}}=2.76 TeV","pl");
    t3->AddEntry(hPythia,"PYTHIA","lf");
    t3->AddEntry(hDataMix,"embedded PYTHIA","lf");
    t3->SetFillColor(0);
    t3->SetBorderSize(0);
    t3->SetFillStyle(0);
    t3->SetTextFont(63);
    t3->SetTextSize(15);
    t3->Draw();
  }
  
}
Example #24
0
void MuScale() {

    //--------------------------------------------------------------------------------------------------------------
    // Settings
    //==============================================================================================================

    // event category enumeration
    enum { eMuMu2HLT=1, eMuMu1HLT1L1, eMuMu1HLT, eMuMuNoSel, eMuSta, eMuTrk };  // event category enum

    TString outputDir = "MuScaleResults";

    vector<TString> infilenamev;
    infilenamev.push_back("/afs/cern.ch/work/c/cmedlock/public/wz-ntuples/Zmumu/ntuples/data_select.trkCuts.root"); // data
    infilenamev.push_back("/afs/cern.ch/work/c/cmedlock/public/wz-ntuples/Zmumu/ntuples/zmm_select.raw.trkCuts.root");  // MC

    const Double_t MASS_LOW  = 60;
    const Double_t MASS_HIGH = 120;
    const Double_t PT_CUT    = 25;
    const Double_t ETA_CUT   = 2.4;
    const Double_t MU_MASS   = 0.105658369;

    vector<pair<Double_t,Double_t> > scEta_limits;
    scEta_limits.push_back(make_pair(0.0,1.2));
    scEta_limits.push_back(make_pair(1.2,2.1));
    scEta_limits.push_back(make_pair(2.1,2.4));

    CPlot::sOutDir = outputDir;

    const TString format("png");

    //--------------------------------------------------------------------------------------------------------------
    // Main analysis code
    //==============================================================================================================

    enum { eData=0, eMC };

    char hname[100];
    vector<TH1D*> hMCv, hDatav;
    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        for(UInt_t jbin=ibin; jbin<scEta_limits.size(); jbin++) {
            sprintf(hname,"mc_%i_%i",ibin,jbin);
            hMCv.push_back(new TH1D(hname,"",80,MASS_LOW,MASS_HIGH));
            hMCv.back()->Sumw2();

            sprintf(hname,"data_%i_%i",ibin,jbin);
            hDatav.push_back(new TH1D(hname,"",80,MASS_LOW,MASS_HIGH));
            hDatav.back()->Sumw2();
        }
    }

    //
    // Declare output ntuple variables
    //
    UInt_t  runNum, lumiSec, evtNum;
    Float_t scale1fb, puWeight;
    UInt_t  matchGen;
    UInt_t  category;
    UInt_t  npv, npu;
    Int_t   q1, q2;
    TLorentzVector *dilep=0, *lep1=0, *lep2=0;

    for(UInt_t ifile=0; ifile<infilenamev.size(); ifile++) {
        cout << "Processing " << infilenamev[ifile] << "..." << endl;
        TFile *infile = TFile::Open(infilenamev[ifile]);
        assert(infile);
        TTree *intree = (TTree*)infile->Get("Events");
        assert(intree);

        intree->SetBranchAddress("runNum",   &runNum);    // event run number
        intree->SetBranchAddress("lumiSec",  &lumiSec);   // event lumi section
        intree->SetBranchAddress("evtNum",   &evtNum);    // event number
        intree->SetBranchAddress("scale1fb", &scale1fb);  // event weight
        intree->SetBranchAddress("puWeight", &puWeight);  // pileup reweighting
        intree->SetBranchAddress("matchGen", &matchGen);  // event has both leptons matched to MC Z->ll
        intree->SetBranchAddress("category", &category);  // dilepton category
        intree->SetBranchAddress("npv",      &npv);	      // number of primary vertices
        intree->SetBranchAddress("npu",      &npu);	      // number of in-time PU events (MC)
        intree->SetBranchAddress("q1",       &q1);	      // charge of lead lepton
        intree->SetBranchAddress("q2",       &q2);	      // charge of trail lepton
        intree->SetBranchAddress("dilep",    &dilep);     // dilepton 4-vector
        intree->SetBranchAddress("lep1",     &lep1);      // lead lepton 4-vector
        intree->SetBranchAddress("lep2",     &lep2);      // trail lepton 4-vector

        for(UInt_t ientry=0; ientry<intree->GetEntries(); ientry++) {
            intree->GetEntry(ientry);

            Double_t weight = 1;
            if(ifile==eMC) {
                //if(!matchGen) continue;
                weight=scale1fb*puWeight*1.1*TMath::Power(10,7)/5610.0;
            }

            if((category!=eMuMu2HLT) && (category!=eMuMu1HLT) && (category!=eMuMu1HLT1L1)) continue;
            if(q1 == q2) continue;
            if(dilep->M()	   < MASS_LOW)  continue;
            if(dilep->M()	   > MASS_HIGH) continue;
            if(lep1->Pt()	   < PT_CUT)    continue;
            if(lep2->Pt()	   < PT_CUT)    continue;
            if(fabs(lep1->Eta()) > ETA_CUT)   continue;
            if(fabs(lep2->Eta()) > ETA_CUT)   continue;

            TLorentzVector vLep1(0,0,0,0);
            TLorentzVector vLep2(0,0,0,0);

            vLep1.SetPtEtaPhiM(lep1->Pt(), lep1->Eta(), lep1->Phi(), MU_MASS);
            vLep2.SetPtEtaPhiM(lep2->Pt(), lep2->Eta(), lep2->Phi(), MU_MASS);

            TLorentzVector vDilep = vLep1 + vLep2;

            Int_t bin1=-1, bin2=-1;
            for(UInt_t i=0; i<scEta_limits.size(); i++) {
                Double_t etalow  = scEta_limits.at(i).first;
                Double_t etahigh = scEta_limits.at(i).second;
                if(fabs(lep1->Eta())>=etalow && fabs(lep1->Eta())<=etahigh) bin1=i;
                if(fabs(lep2->Eta())>=etalow && fabs(lep2->Eta())<=etahigh) bin2=i;
            }
            assert(bin1>=0);
            assert(bin2>=0);
            Int_t ibin= (bin1<=bin2) ? bin1 : bin2;
            Int_t jbin= (bin1<=bin2) ? bin2 : bin1;

            UInt_t n=jbin-ibin;
            for(Int_t k=0; k<ibin; k++)
                n+=(scEta_limits.size()-k);

            if(ifile==eData) hDatav[n]->Fill(vDilep.M(),weight);
            if(ifile==eMC)   hMCv[n]->Fill(vDilep.M(),weight);
        }

        delete infile;
        infile=0, intree=0;
    }

    //
    // Fit for energy scale and resolution corrections
    //
    char vname[100];  // buffer for RooFit object names

    char pname[100];
    char str1[100];
    char str2[100];
    TCanvas *c = MakeCanvas("c","c",800,600);

    // Dummy histograms for TLegend (I can't figure out how to properly pass RooFit objects...)
    TH1D *hDummyData = new TH1D("hDummyData","",0,0,10);
    hDummyData->SetMarkerStyle(kFullCircle);
    hDummyData->SetMarkerSize(0.9);
    TH1D *hDummyMC = new TH1D("hDummyMC","",0,0,10);
    hDummyMC->SetLineColor(kBlue);
    hDummyMC->SetFillColor(kBlue);
    hDummyMC->SetFillStyle(3002);
    TH1D *hDummyFit = new TH1D("hDummyFit","",0,0,10);
    hDummyFit->SetLineColor(kGreen+2);

    RooRealVar mass("mass","M_{#mu#mu}",60.0,120.0,"GeV") ;
    mass.setBins(1600,"cache");

    RooRealVar massmc("massmc","massmc",0.0,150.0,"GeV");  // mass variable for building MC template

    RooCategory zscEta_cat("zscEta_cat","zscEta_cat");
    RooSimultaneous combscalefit("combscalefit","combscalefit",zscEta_cat);

    map<string,TH1*> hmap;  // Mapping of category labels and data histograms

    RooArgList scalebins;   // List of RooRealVars storing per bin energy scale corrections
    RooArgList sigmabins;   // List of RooRealVars storing per bin energy resolution corrections
    Int_t intOrder = 1;     // Interpolation order for
    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        sprintf(vname,"scale_%i",ibin);
        RooRealVar *scalebinned = new RooRealVar(vname,vname,1.0,0.5,1.5);
        scalebins.add(*scalebinned);

        sprintf(vname,"sigma_%i",ibin);
        RooRealVar *sigmabinned = new RooRealVar(vname,vname,1.0,0.0,2.0);
        sigmabins.add(*sigmabinned);
    }

    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        for(UInt_t jbin=ibin; jbin<scEta_limits.size(); jbin++) {
            UInt_t n=jbin-ibin;
            for(UInt_t k=0; k<ibin; k++)
                n+=(scEta_limits.size()-k);

            sprintf(vname,"masslinearshifted_%i_%i",ibin,jbin);
            RooFormulaVar *masslinearshifted = new RooFormulaVar(vname,vname,"sqrt(@0*@1)",RooArgList(*scalebins.at(ibin),*scalebins.at(jbin)));

            sprintf(vname,"massshiftedscEta_%i_%i",ibin,jbin);
            RooLinearVar *massshiftedscEta = new RooLinearVar(vname,vname,mass,*masslinearshifted,RooConst(0.0));

            // MC-based template
            sprintf(vname,"zmassmcscEta_%i_%i",ibin,jbin);
            RooDataHist *zmassmcscEta = new RooDataHist(vname,vname,RooArgList(massmc),hMCv[n]);
            sprintf(vname,"masstemplatescEta_%i_%i",ibin,jbin);
            RooHistPdf *masstemplatescEta = new RooHistPdf(vname,vname,RooArgList(*massshiftedscEta),RooArgList(massmc),*zmassmcscEta,intOrder);

            // Gaussian smearing function
            sprintf(vname,"sigmascEta_%i_%i",ibin,jbin);
            RooFormulaVar *sigmascEta = new RooFormulaVar(vname,vname,"sqrt(@0*@[email protected]*@1)",RooArgList(*sigmabins.at(ibin),*sigmabins.at(jbin)));
            sprintf(vname,"resscEta_%i_%i",ibin,jbin);
            RooGaussian *resscEta = new RooGaussian(vname,vname,mass,RooConst(0.),*sigmascEta);

            // Fit model: MC-template convoluted with Gaussian
            sprintf(vname,"fftscEta_%i_%i",ibin,jbin);
            RooFFTConvPdf *fftscEta = new RooFFTConvPdf(vname,vname,mass,*masstemplatescEta,*resscEta);
            fftscEta->setBufferStrategy(RooFFTConvPdf::Flat);

            // Add bin as a category
            char zscEta_catname[100];
            sprintf(zscEta_catname,"zscEta_cat_%i_%i",ibin,jbin);
            zscEta_cat.defineType(zscEta_catname);
            zscEta_cat.setLabel(zscEta_catname);
            hmap.insert(pair<string,TH1*>(zscEta_catname,hDatav[n]));
            combscalefit.addPdf(*fftscEta,zscEta_catname);
        }
    }

    // perform fit
    RooDataHist zdatascEta_comb("zdatascEta_comb","zdatascEta_comb",RooArgList(mass),zscEta_cat,hmap,1.0);
    combscalefit.fitTo(zdatascEta_comb,PrintEvalErrors(kFALSE),Minos(kFALSE),Strategy(0),Minimizer("Minuit2",""));

    Double_t xval[scEta_limits.size()];
    Double_t xerr[scEta_limits.size()];
    Double_t scaleDatatoMC[scEta_limits.size()];
    Double_t scaleDatatoMCerr[scEta_limits.size()];
    Double_t scaleMCtoData[scEta_limits.size()];
    Double_t scaleMCtoDataerr[scEta_limits.size()];
    Double_t sigmaMCtoData[scEta_limits.size()];
    Double_t sigmaMCtoDataerr[scEta_limits.size()];

    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        Double_t etalow  = scEta_limits.at(ibin).first;
        Double_t etahigh = scEta_limits.at(ibin).second;

        xval[ibin] = 0.5*(etahigh+etalow);
        xerr[ibin] = 0.5*(etahigh-etalow);

        scaleDatatoMC[ibin]    = ((RooRealVar*)scalebins.at(ibin))->getVal();
        scaleDatatoMCerr[ibin] = ((RooRealVar*)scalebins.at(ibin))->getError();

        scaleMCtoData[ibin]    = 1.0/scaleDatatoMC[ibin];
        scaleMCtoDataerr[ibin] = scaleDatatoMCerr[ibin]/scaleDatatoMC[ibin]/scaleDatatoMC[ibin];

        sigmaMCtoData[ibin]    = ((RooRealVar*)sigmabins.at(ibin))->getVal();
        sigmaMCtoDataerr[ibin] = ((RooRealVar*)sigmabins.at(ibin))->getError();
    }
    TGraphErrors *grScaleDatatoMC = new TGraphErrors(scEta_limits.size(),xval,scaleDatatoMC,xerr,scaleDatatoMCerr);
    TGraphErrors *grScaleMCtoData = new TGraphErrors(scEta_limits.size(),xval,scaleMCtoData,xerr,scaleMCtoDataerr);
    TGraphErrors *grSigmaMCtoData = new TGraphErrors(scEta_limits.size(),xval,sigmaMCtoData,xerr,sigmaMCtoDataerr);

    CPlot plotScale1("mu_scale_datatomc","","Muon |#eta|","Data scale correction");
    plotScale1.AddGraph(grScaleDatatoMC,"",kBlue);
    plotScale1.SetYRange(0.98,1.02);
    plotScale1.AddLine(0,1,2.5,1,kBlack,7);
    plotScale1.Draw(c,kTRUE,format);

    CPlot plotScale2("mu_scale_mctodata","","Muon |#eta|","MC#rightarrowData scale correction");
    plotScale2.AddGraph(grScaleMCtoData,"",kBlue);
    plotScale2.SetYRange(0.98,1.02);
    plotScale2.AddLine(0,1,2.5,1,kBlack,7);
    plotScale2.Draw(c,kTRUE,format);

    CPlot plotRes("mu_res_mctodata","","Muon |#eta|","MC#rightarrowData additional smear [GeV]");
    plotRes.AddGraph(grSigmaMCtoData,"",kBlue);
    plotRes.SetYRange(0,1.6);
    plotRes.Draw(c,kTRUE,format);

    double nData=0;

    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        for(UInt_t jbin=ibin; jbin<scEta_limits.size(); jbin++) {
            UInt_t n=jbin-ibin;
            for(UInt_t k=0; k<ibin; k++)
                n+=(scEta_limits.size()-k);

            // Post-fit plot
            RooPlot *frame = mass.frame();
            char catname[100];
            sprintf(catname,"zscEta_cat_%i_%i",ibin,jbin);
            char cutstr[100];
            sprintf(cutstr,"zscEta_cat==zscEta_cat::%s",catname);
            RooDataHist zmc(catname,catname,RooArgList(mass),hMCv[n]);
            RooHistPdf mctemplate(catname,catname,RooArgList(mass),zmc,intOrder);
            //mctemplate.plotOn(frame,LineColor(kBlue),LineWidth(1),Normalization(hDatav[n]->GetEntries()));
            mctemplate.plotOn(frame,LineColor(kBlue),LineWidth(1),Normalization(hDatav[n]->Integral()));
            //mctemplate.plotOn(frame,LineColor(kBlue),FillColor(kBlue),FillStyle(3002),DrawOption("F"),Normalization(hDatav[n]->GetEntries()));
            mctemplate.plotOn(frame,LineColor(kBlue),FillColor(kBlue),FillStyle(3002),DrawOption("F"),Normalization(hDatav[n]->Integral()));
            zdatascEta_comb.plotOn(frame,Cut(cutstr),MarkerStyle(kFullCircle),MarkerSize(1.0),DrawOption("ZP"));
            combscalefit.plotOn(frame,Slice(zscEta_cat,catname),ProjWData(RooArgSet(mass,catname),zdatascEta_comb),
                                LineColor(kGreen+2));
            sprintf(pname,"postfit_%i_%i",ibin,jbin);
            sprintf(str1,"[%.1f, %.1f]",scEta_limits.at(ibin).first,scEta_limits.at(ibin).second);
            sprintf(str2,"[%.1f, %.1f]",scEta_limits.at(jbin).first,scEta_limits.at(jbin).second);
            CPlot plot(pname,frame,"","m(#mu^{+}#mu^{-}) [GeV/c^{2}]","Events / 0.6 GeV/c^{2}");
            plot.AddTextBox(str1,0.21,0.80,0.45,0.87,0,kBlack,-1);
            plot.AddTextBox(str2,0.21,0.73,0.45,0.80,0,kBlack,-1);
            plot.SetLegend(0.75,0.64,0.93,0.88);
            plot.GetLegend()->AddEntry(hDummyData,"Data","PL");
            plot.GetLegend()->AddEntry(hDummyMC,"Sim","FL");
            plot.GetLegend()->AddEntry(hDummyFit,"Fit","L");
            plot.Draw(c,kTRUE,format);

            nData += hDatav[n]->Integral();
        }
    }

    cout<<"nData = "<<nData<<endl;
    //--------------------------------------------------------------------------------------------------------------
    // Output
    //==============================================================================================================

    cout << "*" << endl;
    cout << "* SUMMARY" << endl;
    cout << "*--------------------------------------------------" << endl;
    cout << endl;

    ofstream txtfile;
    char txtfname[100];
    sprintf(txtfname,"%s/summary.txt",outputDir.Data());
    txtfile.open(txtfname);
    assert(txtfile.is_open());
    txtfile << "  Data->MC scale correction" << endl;
    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        Double_t etalow  = scEta_limits.at(ibin).first;
        Double_t etahigh = scEta_limits.at(ibin).second;
        txtfile << "$" << etalow << " < |\\eta| < " << etahigh << "$ & ";
        txtfile << "$" << ((RooRealVar*)scalebins.at(ibin))->getVal() << "$ \\pm $" << ((RooRealVar*)scalebins.at(ibin))->getError() << "$ \\\\" << endl;
    }
    txtfile << endl;
    txtfile << "  MC->Data resolution correction [GeV]" << endl;
    for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
        Double_t etalow  = scEta_limits.at(ibin).first;
        Double_t etahigh = scEta_limits.at(ibin).second;
        txtfile << etalow << " < |\\eta| < " << etahigh << " & ";
        txtfile << "$" << ((RooRealVar*)sigmabins.at(ibin))->getVal() << "$ \\pm $" << ((RooRealVar*)sigmabins.at(ibin))->getError() << "$ \\\\" << endl;
    }
    txtfile.close();

    cout << endl;
    cout << "  <> Output saved in " << outputDir << "/" << endl;
    cout << endl;

}
Example #25
0
void plot_stuff(){
  
  gStyle->SetOptStat(0);
  gStyle->SetOptTitle(0);
  
  gROOT->ForceStyle();
  TFile *in = TFile::Open("IncLusive_Plots_vmd.root");
  
  TH1D *hIVEpEmGam = (TH1D*)in->Get("hIVEpEmGam");
  TH1D *hIVEpEmGam_cut = (TH1D*)in->Get("hIVEpEmGam_cut");
  
  hIVEpEmGam->SetLineColor(kBlack);
  hIVEpEmGam->SetStats(false);
  hIVEpEmGam_cut->SetStats(false);
  hIVEpEmGam->GetXaxis()->SetTitle("M(e^{+}e^{-}#gamma) [GeV]");
  hIVEpEmGam->GetXaxis()->SetTitleSize(0.05);
  hIVEpEmGam->GetXaxis()->SetTitleOffset(0.8);
  hIVEpEmGam->GetYaxis()->SetTitle("Counts / 35.5 MeV");
  hIVEpEmGam->GetYaxis()->SetTitleSize(0.05);
  hIVEpEmGam->GetYaxis()->SetTitleOffset(1.0);
  
  hIVEpEmGam->SetLineWidth(2);
  
  hIVEpEmGam_cut->SetLineColor(kRed);
  hIVEpEmGam_cut->SetFillColor(kRed);
  hIVEpEmGam_cut->SetFillStyle(3001);
  
  TH1D *hMMPEmX = (TH1D*)in->Get("hMMPEmX");
  TH1D *hMMPEmX_cut = (TH1D*)in->Get("hMMPEmX_cut");
  
  hMMPEmX->SetLineColor(kBlack);
  hMMPEmX->SetLineWidth(2);
  
  hMMPEmX->GetXaxis()->SetTitle("M_{x}(pe^{-}) [GeV]");
  hMMPEmX->SetStats(false);
  hMMPEmX_cut->SetStats(false);
  hMMPEmX->GetXaxis()->SetTitleSize(0.05);
  hMMPEmX->GetXaxis()->SetTitleOffset(0.8);
  hMMPEmX->GetYaxis()->SetTitle("Counts / 35.5 MeV");
  hMMPEmX->GetYaxis()->SetTitleSize(0.05);
  hMMPEmX->GetYaxis()->SetTitleOffset(1.0);
  
  hMMPEmX_cut->SetLineColor(kRed);
  hMMPEmX_cut->SetFillColor(kRed);
  hMMPEmX_cut->SetFillStyle(3001);
  
  
  
  TH1D *IVrest = (TH1D*)hIVEpEmGam->Clone();
  int critIVbin = IVrest->GetXaxis()->FindFixBin(1.5);
  
  TH1D *MMrest = (TH1D*)hMMPEmX->Clone();
  int critMMbin = MMrest->GetXaxis()->FindFixBin(1.2);
  
  for(int i=1;i<= IVrest->GetNbinsX();i++){
    if(i<critIVbin){
      IVrest->SetBinContent(i,0);
    }
  }
  IVrest->SetFillStyle(3001);
  IVrest->SetFillColor(8);
  IVrest->SetLineColor(8);
  
  
  for(int i=1;i<= MMrest->GetNbinsX();i++){
    if(i>critMMbin){
      MMrest->SetBinContent(i,0);
    }
  }
    MMrest->SetFillStyle(3001);
    MMrest->SetFillColor(8);
    MMrest->SetLineColor(8);
    
    TLegend *leg1 = new TLegend(0.25,0.7,0.9,0.9);
    leg1->SetFillColor(0);
    leg1->AddEntry(IVrest,"Select e^{-}' from e^{-}p#rightarrow e^{-}'pX");
    leg1->AddEntry(hIVEpEmGam_cut,"Select e^{-} from #eta'#rightarrow e^{+}e^{-}#gamma");
    
    TLegend *leg2 = new TLegend(0.25,0.7,0.9,0.9);
    leg2->SetFillColor(0);
    leg2->AddEntry(MMrest,"Select e^{-}' from e^{-}p#rightarrow e^{-}'pX");
    leg2->AddEntry(hMMPEmX_cut,"Select e^{-} from #eta'#rightarrow e^{+}e^{-}#gamma");
    
    TCanvas *c = new TCanvas("c","",1200,500);
    c->Divide(2);
    c->cd(1);
    
  //IVrest->Draw();
  hIVEpEmGam->Draw();

    fitMKVoight(hIVEpEmGam, 0.6, 2.1, 0, 0, 0, 0, 0.957, 0.01, 0.001, 2.5, 1);
  

  
    hIVEpEmGam_cut->Draw("same");
    //hIVEpEmGam->Draw("same");
    IVrest->Draw("same");
    leg1->Draw("same");
    c->cd(2);
    
    MMrest->Draw();
    fitMKVoight(hMMPEmX, 0.6, 2.1, 0, 0, 0, 0, 0.957, 0.01, 0.001, 2.5, 1);
    
    hMMPEmX_cut->Draw("same");
    hMMPEmX->Draw("same");
    leg2->Draw("same");
    c->cd();
    
    TH1D *hIVEpEm = (TH1D*)in->Get("hIVEpEm");
    TH1D *hIVEpEm_cut = (TH1D*)in->Get("hIVEpEm_cut");
    TH1D *hEpEm_contam = (TH1D*)in->Get("hEpEm_contam");
    
    
    hIVEpEm->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
    hIVEpEm->GetXaxis()->SetTitleSize(0.05);
    hIVEpEm->GetXaxis()->SetTitleOffset(0.8);
    
    hIVEpEm->GetYaxis()->SetTitle("Counts / 40 MeV");
    hIVEpEm->GetYaxis()->SetTitleSize(0.05);
    hIVEpEm->GetYaxis()->SetTitleOffset(0.8);
    
    hIVEpEm->SetLineColor(kBlack);
    hIVEpEm->SetLineWidth(2);
    
    
    hIVEpEm_cut->SetLineColor(kRed);
    hIVEpEm_cut->SetFillColor(kRed);
    hIVEpEm_cut->SetFillStyle(3001);
    
    
    hEpEm_contam->SetLineColor(8);
    hEpEm_contam->SetFillColor(8);
    hEpEm_contam->SetFillStyle(3001);
    
    TLegend *leg3 = new TLegend(0.6,0.6,0.9,0.9);
    leg3->SetFillColor(0);
    leg3->AddEntry(hIVEpEm_cut,"Select e^{-} from #eta'#rightarrowe^{+}e^{-}#gamma");
    leg3->AddEntry(hEpEm_contam,"Select e^{-}' from e^{-}p#rightarrow e^{-}'pX");
    
    TCanvas *c2 = new TCanvas("c2","",1);
    hIVEpEm->Draw();
    hIVEpEm_cut->Rebin(4);
    hIVEpEm_cut->Draw("same");
    hEpEm_contam->Rebin(4);
    hEpEm_contam->Draw("same");
    hIVEpEm->Draw("same");
    leg3->Draw("same");
    c2->SetLogy();
    
    
    TH1D *hEmP = (TH1D*)in->Get("hEmP");
    TH1D *hEmP_cut = (TH1D*)in->Get("hEmP_cut");
    
    hEmP->GetXaxis()->SetTitle("Momentum of e^{-} [GeV/c]");
    hEmP->GetXaxis()->SetTitleSize(0.05);
    hEmP->GetXaxis()->SetTitleOffset(0.8);
    
    hEmP->GetYaxis()->SetTitle("Counts / 110 MeV");
    hEmP->GetYaxis()->SetTitleSize(0.05);
    hEmP->GetYaxis()->SetTitleOffset(0.8);
    
    hEmP->SetLineColor(kBlack);
    hEmP->SetLineWidth(2);
    
    hEmP_cut->SetLineColor(kRed);
    hEmP_cut->SetFillColor(kRed);
    hEmP_cut->SetFillStyle(3001);
    
    TLegend *leg4 = new TLegend(0.6,0.6,0.9,0.9);
    leg4->SetFillStyle(0);
    leg4->AddEntry(hEmP_cut,"Select e^{-} from #eta'#rightarrow e^{+}e^{-}#gamma");
    
    TCanvas *c3 = new TCanvas("c3","",1);
    hEmP->Draw();
    hEmP_cut->Draw("same");
    leg4->Draw("same");
    c3->cd();
    
    
    

  
  
  
  
  //MK stuff
  
  /*
   TCanvas *cmkII =  new TCanvas("cmkII","cmkII",1200,500);
   //cmkII->Divide(1,2);
   cmkII->cd();
   cmkII->SetLogy();
   TH1D *hIVEpEm_cut_clone = (TH1D*)in->Get("hIVEpEm_cut_clone");
   hIVEpEm_cut_clone->SetLineColor(kRed);
   hIVEpEm_cut_clone->SetYTitle("Expected Counts / 10 MeV");
   hIVEpEm_cut_clone->GetYaxis()->SetTitleSize(0.05);
   hIVEpEm_cut_clone->GetYaxis()->SetTitleOffset(0.8);
   hIVEpEm_cut_clone->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hIVEpEm_cut_clone->GetXaxis()->SetTitleSize(0.05);
   hIVEpEm_cut_clone->GetXaxis()->SetTitleOffset(0.8);
   TH1D *hEpEm_corrected = (TH1D*)in->Get("hEpEm_corrected");
   hEpEm_corrected->SetYTitle("Counts / 10 MeV");
   hEpEm_corrected->GetYaxis()->SetTitleSize(0.05);
   hEpEm_corrected->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_corrected->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_corrected->GetXaxis()->SetTitleSize(0.05);
   hEpEm_corrected->Draw("EP");
   hIVEpEm_cut_clone->Draw("EP same");
   
   TLegend *legmkII = new TLegend(0.45,0.7,0.9,0.9);
   legmkII->SetTextSize(0.05);
   legmkII->SetFillColor(0);
   legmkII->AddEntry(hIVEpEm_cut_clone,"Expected counts in 80 days","l");
   
   legmkII->AddEntry(hEpEm_corrected,"Accepted corrected counts in 80 days","l");
   legmkII->Draw("same");
   
   
   TCanvas *cmkIII =  new TCanvas("cmkIII","cmkIII",1200,500);
   cmkIII->cd();
   TH1D *hEpEm_acceptance = (TH1D*)in->Get("hEpEm_acceptance");
   hEpEm_acceptance->SetLineColor(kRed);
   hEpEm_acceptance->SetYTitle("Acceptance / 10 MeV");
   hEpEm_acceptance->GetYaxis()->SetTitleSize(0.05);
   hEpEm_acceptance->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_acceptance->GetXaxis()->SetTitleSize(0.05);
   hEpEm_acceptance->GetXaxis()->SetTitleOffset(0.8);
   TH1D *hEpEm_acceptance_flat = (TH1D*)inflat->Get("hEpEm_acceptance");
   hEpEm_acceptance_flat->SetYTitle("Acceptance / 10 MeV");
   hEpEm_acceptance_flat->GetYaxis()->SetTitleSize(0.05);
   hEpEm_acceptance_flat->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance_flat->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_acceptance_flat->GetXaxis()->SetTitleSize(0.05);
   hEpEm_acceptance_flat->GetXaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance->GetYaxis()->SetRangeUser(0,0.16);
   hEpEm_acceptance->Draw("EP");
   hEpEm_acceptance_flat->Draw("EP same");
   
   TLegend *legmkIII = new TLegend(0.11,0.7,0.45,0.9);
   legmkIII->SetTextSize(0.05);
   legmkIII->SetFillColor(0);
   legmkIII->AddEntry(hEpEm_acceptance,"QED+VMD M(e^{+}e^{-}) Acceptance","l");
   
   legmkIII->AddEntry(hEpEm_acceptance_flat,"Flat M(e^{+}e^{-}) Acceptance","l");
   legmkIII->Draw("same");
   
   
   //
   double QED_par[8] = {0.957}; //{Mass}
   TF1 *QED_norm = new TF1("QED_norm",Eval_Kroll_wada,0.,1.,1);
   QED_norm->SetParameters(&QED_par[0]);
   
   TH1D *hEpEm_corrected_flat = new TH1D("hEpEm_corrected_flat","hEpEm_corrected_flat",100,0.0,1);
   TH1D *hEpEm_QEDnorm_flat = new TH1D("hEpEm_QEDnorm_flat","hEpEm_QEDnorm_flat",100,0.0,1);
   for (int i = 1; i<hIVEpEm_cut_clone->GetNbinsX(); i++) {
   
   Double_t bin_factor = 1.65; //this needs to be solved at somepoint
   Double_t intotal_acceptance = hEpEm_acceptance_flat->GetBinContent(i)*bin_factor;
   Double_t intotal_events_upper;
   if (intotal_acceptance == 0) {
   intotal_events_upper = 0;
   }else{
   intotal_events_upper = hIVEpEm_cut_clone->GetBinContent(i)/intotal_acceptance;
   }
   hEpEm_corrected_flat->SetBinContent(i,intotal_events_upper);
   hEpEm_corrected_flat->SetBinError(i,sqrt(intotal_events_upper));
   
   Double_t QED_factor = QED_norm->Eval(hIVEpEm_cut_clone->GetBinCenter(i));//2.0e-06;
   
   hEpEm_QEDnorm_flat->SetBinContent(i,intotal_events_upper/QED_factor);
   //hEpEm_QEDnorm->SetBinError(i,sqrt(intotal_events_upper/QED_factor));
   
   }
   
   
   
   //
   
   double pole_par[3] = {10, 0.59,0.0144}; //{A,Lambda,Gamma}
   
   TF1 *FF_fittepole = new TF1("FF_fittepole", Pole_FFII,0.02,0.92,3);
   FF_fittepole->SetParameters(&pole_par[0]);
   FF_fittepole->SetParLimits(0,0.,100.);
   FF_fittepole->SetParLimits(1,pole_par[1] - pole_par[1]*0.1,pole_par[1] + pole_par[1]*0.1);
   FF_fittepole->SetParLimits(2,pole_par[2] - pole_par[2]*0.5,pole_par[2] + pole_par[2]*0.5);
   
   //for flat
   double pole_parII[3] = {10, 0.59,0.0144}; //{A,Lambda,Gamma}
   
   TF1 *FF_fittepoleII = new TF1("FF_fittepoleII", Pole_FFII,0.02,0.85,3);
   FF_fittepoleII->SetParameters(&pole_parII[0]);
   FF_fittepoleII->SetParLimits(0,0.,100.);
   FF_fittepoleII->SetParLimits(1,pole_parII[1] - pole_parII[1]*0.1,pole_parII[1] + pole_parII[1]*0.1);
   FF_fittepoleII->SetParLimits(2,pole_parII[2] - pole_parII[2]*0.5,pole_parII[2] + pole_parII[2]*0.5);
   FF_fittepoleII->SetLineColor(kBlue);
   //TF1 *FF_fitterGaus = new TF1("FF_fitterGaus","gaus",0.55,0.92);
   
   TCanvas *cmkI =  new TCanvas("cmkI","cmkI",1200,500);
   
   TH1D *hEpEm_QEDnorm = (TH1D*)in->Get("hEpEm_QEDnorm");
   cmkI->cd();
   hEpEm_QEDnorm->SetTitle("Expected distribution of |F(q^{2})|^{2}");
   hEpEm_QEDnorm->SetLineColor(kBlack);
   hEpEm_QEDnorm->SetYTitle("|F(q^{2})|^{2}");
   hEpEm_QEDnorm->GetYaxis()->SetTitleSize(0.05);
   hEpEm_QEDnorm->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_QEDnorm->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_QEDnorm->GetXaxis()->SetTitleSize(0.05);
   hEpEm_QEDnorm->GetXaxis()->SetTitleOffset(0.8);
   hEpEm_QEDnorm->Draw("EP");
   hEpEm_QEDnorm_flat->SetLineColor(8);
   hEpEm_QEDnorm_flat->Draw("EP same");
   hEpEm_QEDnorm_flat->Fit("FF_fittepoleII","REM");
   hEpEm_QEDnorm->Fit("FF_fittepole","REM+");
   
   Double_t Lambda = FF_fittepole->GetParameter(1);
   Double_t Lambdaerr = FF_fittepole->GetParError(1);
   Double_t bn = 1./Lambda;
   Double_t bn_err = Lambdaerr/(bn*bn);
   
   
   Double_t Lambda_flat = FF_fittepoleII->GetParameter(1);
   Double_t Lambdaerr_flat = FF_fittepoleII->GetParError(1);
   Double_t bn_flat = 1./Lambda_flat;
   Double_t bn_err_flat = Lambdaerr_flat/(bn_flat*bn_flat);
   
   
   TString sLambda = Form("#Lambda^{2}_{fit}  = %2.4f #pm %2.4f  ", Lambda,Lambdaerr);
   TString sbn = Form("b_{n} = %2.4f #pm %2.4f  ", bn,bn_err);
   
   TString sLambda_gen = Form("#Lambda^{2}_{gen}  = %2.4f  ", 0.5776);
   TString sbn_gen = Form("b_{n gen} = %2.4f  ", 1./0.5776);
   
   TString sLambda_flat = Form("#Lambda^{2}_{fit}  = %2.4f #pm %2.4f  ", Lambda_flat,Lambdaerr_flat);
   TString sbn_flat = Form("b_{n} = %2.4f #pm %2.4f  ", bn_flat,bn_err_flat);
   >>>>>>> master
   
   TCanvas *cmkII =  new TCanvas("cmkII","cmkII",1200,500);
   //cmkII->Divide(1,2);
   cmkII->cd();
   cmkII->SetLogy();
   TH1D *hIVEpEm_cut_clone = (TH1D*)in->Get("hIVEpEm_cut_clone");
   hIVEpEm_cut_clone->SetLineColor(kRed);
   hIVEpEm_cut_clone->SetYTitle("Expected Counts / 10 MeV");
   hIVEpEm_cut_clone->GetYaxis()->SetTitleSize(0.05);
   hIVEpEm_cut_clone->GetYaxis()->SetTitleOffset(0.8);
   hIVEpEm_cut_clone->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hIVEpEm_cut_clone->GetXaxis()->SetTitleSize(0.05);
   hIVEpEm_cut_clone->GetXaxis()->SetTitleOffset(0.8);
   TH1D *hEpEm_corrected = (TH1D*)in->Get("hEpEm_corrected");
   hEpEm_corrected->SetYTitle("Counts / 10 MeV");
   hEpEm_corrected->GetYaxis()->SetTitleSize(0.05);
   hEpEm_corrected->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_corrected->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_corrected->GetXaxis()->SetTitleSize(0.05);
   hEpEm_corrected->Draw("EP");
   hIVEpEm_cut_clone->Draw("EP same");
   
   TLegend *legmkII = new TLegend(0.45,0.7,0.9,0.9);
   legmkII->SetTextSize(0.05);
   legmkII->SetFillColor(0);
   legmkII->AddEntry(hIVEpEm_cut_clone,"Expected counts in 80 days","l");
   
   legmkII->AddEntry(hEpEm_corrected,"Accepted corrected counts in 80 days","l");
   legmkII->Draw("same");
   
   
   TCanvas *cmkIII =  new TCanvas("cmkIII","cmkIII",1200,500);
   cmkIII->cd();
   TH1D *hEpEm_acceptance = (TH1D*)in->Get("hEpEm_acceptance");
   hEpEm_acceptance->SetLineColor(kRed);
   hEpEm_acceptance->SetYTitle("Acceptance / 10 MeV");
   hEpEm_acceptance->GetYaxis()->SetTitleSize(0.05);
   hEpEm_acceptance->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_acceptance->GetXaxis()->SetTitleSize(0.05);
   hEpEm_acceptance->GetXaxis()->SetTitleOffset(0.8);
   TH1D *hEpEm_acceptance_flat = (TH1D*)inflat->Get("hEpEm_acceptance");
   hEpEm_acceptance_flat->SetYTitle("Acceptance / 10 MeV");
   hEpEm_acceptance_flat->GetYaxis()->SetTitleSize(0.05);
   hEpEm_acceptance_flat->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance_flat->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_acceptance_flat->GetXaxis()->SetTitleSize(0.05);
   hEpEm_acceptance_flat->GetXaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance->GetYaxis()->SetRangeUser(0,0.16);
   hEpEm_acceptance->Draw("EP");
   hEpEm_acceptance_flat->Draw("EP same");
   
   TLegend *legmkIII = new TLegend(0.11,0.7,0.45,0.9);
   legmkIII->SetTextSize(0.05);
   legmkIII->SetFillColor(0);
   legmkIII->AddEntry(hEpEm_acceptance,"QED+VMD M(e^{+}e^{-}) Acceptance","l");
   
   legmkIII->AddEntry(hEpEm_acceptance_flat,"Flat M(e^{+}e^{-}) Acceptance","l");
   legmkIII->Draw("same");
   
   
   //
   double QED_par[8] = {0.957}; //{Mass}
   TF1 *QED_norm = new TF1("QED_norm",Eval_Kroll_wada,0.,1.,1);
   QED_norm->SetParameters(&QED_par[0]);
   
   TH1D *hEpEm_corrected_flat = new TH1D("hEpEm_corrected_flat","hEpEm_corrected_flat",100,0.0,1);
   TH1D *hEpEm_QEDnorm_flat = new TH1D("hEpEm_QEDnorm_flat","hEpEm_QEDnorm_flat",100,0.0,1);
   for (int i = 1; i<hIVEpEm_cut_clone->GetNbinsX(); i++) {
   
   Double_t bin_factor = 1.65; //this needs to be solved at somepoint
   Double_t intotal_acceptance = hEpEm_acceptance_flat->GetBinContent(i)*bin_factor;
   Double_t intotal_events_upper;
   if (intotal_acceptance == 0) {
   intotal_events_upper = 0;
   }else{
   intotal_events_upper = hIVEpEm_cut_clone->GetBinContent(i)/intotal_acceptance;
   }
   hEpEm_corrected_flat->SetBinContent(i,intotal_events_upper);
   hEpEm_corrected_flat->SetBinError(i,sqrt(intotal_events_upper));
   
   Double_t QED_factor = QED_norm->Eval(hIVEpEm_cut_clone->GetBinCenter(i));//2.0e-06;
   
   hEpEm_QEDnorm_flat->SetBinContent(i,intotal_events_upper/QED_factor);
   //hEpEm_QEDnorm->SetBinError(i,sqrt(intotal_events_upper/QED_factor));
   
   }
   
   
   
   //
   
   double pole_par[3] = {10, 0.59,0.0144}; //{A,Lambda,Gamma}
   
   TF1 *FF_fittepole = new TF1("FF_fittepole", Pole_FFII,0.02,0.92,3);
   FF_fittepole->SetParameters(&pole_par[0]);
   FF_fittepole->SetParLimits(0,0.,100.);
   FF_fittepole->SetParLimits(1,pole_par[1] - pole_par[1]*0.1,pole_par[1] + pole_par[1]*0.1);
   FF_fittepole->SetParLimits(2,pole_par[2] - pole_par[2]*0.5,pole_par[2] + pole_par[2]*0.5);
   
   //for flat
   double pole_parII[3] = {10, 0.59,0.0144}; //{A,Lambda,Gamma}
   
   TF1 *FF_fittepoleII = new TF1("FF_fittepoleII", Pole_FFII,0.02,0.85,3);
   FF_fittepoleII->SetParameters(&pole_parII[0]);
   FF_fittepoleII->SetParLimits(0,0.,100.);
   FF_fittepoleII->SetParLimits(1,pole_parII[1] - pole_parII[1]*0.1,pole_parII[1] + pole_parII[1]*0.1);
   FF_fittepoleII->SetParLimits(2,pole_parII[2] - pole_parII[2]*0.5,pole_parII[2] + pole_parII[2]*0.5);
   FF_fittepoleII->SetLineColor(kBlue);
   //TF1 *FF_fitterGaus = new TF1("FF_fitterGaus","gaus",0.55,0.92);
   
   TCanvas *cmkI =  new TCanvas("cmkI","cmkI",1200,500);
   
   TH1D *hEpEm_QEDnorm = (TH1D*)in->Get("hEpEm_QEDnorm");
   cmkI->cd();
   hEpEm_QEDnorm->SetTitle("Expected distribution of |F(q^{2})|^{2}");
   hEpEm_QEDnorm->SetLineColor(kBlack);
   hEpEm_QEDnorm->SetYTitle("|F(q^{2})|^{2}");
   hEpEm_QEDnorm->GetYaxis()->SetTitleSize(0.05);
   hEpEm_QEDnorm->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_QEDnorm->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_QEDnorm->GetXaxis()->SetTitleSize(0.05);
   hEpEm_QEDnorm->GetXaxis()->SetTitleOffset(0.8);
   hEpEm_QEDnorm->Draw("EP");
   hEpEm_QEDnorm_flat->SetLineColor(8);
   hEpEm_QEDnorm_flat->Draw("EP same");
   hEpEm_QEDnorm_flat->Fit("FF_fittepoleII","REM");
   hEpEm_QEDnorm->Fit("FF_fittepole","REM+");
   
   Double_t Lambda = FF_fittepole->GetParameter(1);
   Double_t Lambdaerr = FF_fittepole->GetParError(1);
   Double_t bn = 1./Lambda;
   Double_t bn_err = Lambdaerr/(bn*bn);
   
   
   Double_t Lambda_flat = FF_fittepoleII->GetParameter(1);
   Double_t Lambdaerr_flat = FF_fittepoleII->GetParError(1);
   Double_t bn_flat = 1./Lambda_flat;
   Double_t bn_err_flat = Lambdaerr_flat/(bn_flat*bn_flat);
   
   
   TString sLambda = Form("#Lambda^{2}_{fit}  = %2.4f #pm %2.4f  ", Lambda,Lambdaerr);
   TString sbn = Form("b_{n} = %2.4f #pm %2.4f  ", bn,bn_err);
   
   TString sLambda_gen = Form("#Lambda^{2}_{gen}  = %2.4f  ", 0.5776);
   TString sbn_gen = Form("b_{n gen} = %2.4f  ", 1./0.5776);
   
   TString sLambda_flat = Form("#Lambda^{2}_{fit}  = %2.4f #pm %2.4f  ", Lambda_flat,Lambdaerr_flat);
   TString sbn_flat = Form("b_{n} = %2.4f #pm %2.4f  ", bn_flat,bn_err_flat);
   
   TLegend *legmkII = new TLegend(0.45,0.7,0.9,0.9);
   legmkII->SetTextSize(0.05);
   legmkII->SetFillColor(0);
   legmkII->AddEntry(hIVEpEm_cut_clone,"Expected counts in 80 days","l");
   
   legmkII->AddEntry(hEpEm_corrected,"Accepted corrected counts in 80 days","l");
   legmkII->Draw("same");
   
   
   TCanvas *cmkIII =  new TCanvas("cmkIII","cmkIII",1200,500);
   cmkIII->cd();
   TH1D *hEpEm_acceptance = (TH1D*)in->Get("hEpEm_acceptance");
   hEpEm_acceptance->SetLineColor(kRed);
   hEpEm_acceptance->SetYTitle("Acceptance / 10 MeV");
   hEpEm_acceptance->GetYaxis()->SetTitleSize(0.05);
   hEpEm_acceptance->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_acceptance->GetXaxis()->SetTitleSize(0.05);
   hEpEm_acceptance->GetXaxis()->SetTitleOffset(0.8);
   TH1D *hEpEm_acceptance_flat = (TH1D*)inflat->Get("hEpEm_acceptance");
   hEpEm_acceptance_flat->SetYTitle("Acceptance / 10 MeV");
   hEpEm_acceptance_flat->GetYaxis()->SetTitleSize(0.05);
   hEpEm_acceptance_flat->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance_flat->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_acceptance_flat->GetXaxis()->SetTitleSize(0.05);
   hEpEm_acceptance_flat->GetXaxis()->SetTitleOffset(0.8);
   hEpEm_acceptance->GetYaxis()->SetRangeUser(0,0.16);
   hEpEm_acceptance->Draw("EP");
   hEpEm_acceptance_flat->Draw("EP same");
   
   TLegend *legmkIII = new TLegend(0.11,0.7,0.45,0.9);
   legmkIII->SetTextSize(0.05);
   legmkIII->SetFillColor(0);
   legmkIII->AddEntry(hEpEm_acceptance,"QED+VMD M(e^{+}e^{-}) Acceptance","l");
   
   legmkIII->AddEntry(hEpEm_acceptance_flat,"Flat M(e^{+}e^{-}) Acceptance","l");
   legmkIII->Draw("same");
   
   
   //
   double QED_par[8] = {0.957}; //{Mass}
   TF1 *QED_norm = new TF1("QED_norm",Eval_Kroll_wada,0.,1.,1);
   QED_norm->SetParameters(&QED_par[0]);
   
   TH1D *hEpEm_corrected_flat = new TH1D("hEpEm_corrected_flat","hEpEm_corrected_flat",100,0.0,1);
   TH1D *hEpEm_QEDnorm_flat = new TH1D("hEpEm_QEDnorm_flat","hEpEm_QEDnorm_flat",100,0.0,1);
   for (int i = 1; i<hIVEpEm_cut_clone->GetNbinsX(); i++) {
   
   Double_t bin_factor = 1.65; //this needs to be solved at somepoint
   Double_t intotal_acceptance = hEpEm_acceptance_flat->GetBinContent(i)*bin_factor;
   Double_t intotal_events_upper;
   if (intotal_acceptance == 0) {
   intotal_events_upper = 0;
   }else{
   intotal_events_upper = hIVEpEm_cut_clone->GetBinContent(i)/intotal_acceptance;
   }
   hEpEm_corrected_flat->SetBinContent(i,intotal_events_upper);
   hEpEm_corrected_flat->SetBinError(i,sqrt(intotal_events_upper));
   
   Double_t QED_factor = QED_norm->Eval(hIVEpEm_cut_clone->GetBinCenter(i));//2.0e-06;
   
   hEpEm_QEDnorm_flat->SetBinContent(i,intotal_events_upper/QED_factor);
   //hEpEm_QEDnorm->SetBinError(i,sqrt(intotal_events_upper/QED_factor));
   
   }
   
   
   
   //
   
   double pole_par[3] = {10, 0.59,0.0144}; //{A,Lambda,Gamma}
   
   TF1 *FF_fittepole = new TF1("FF_fittepole", Pole_FFII,0.02,0.92,3);
   FF_fittepole->SetParameters(&pole_par[0]);
   FF_fittepole->SetParLimits(0,0.,100.);
   FF_fittepole->SetParLimits(1,pole_par[1] - pole_par[1]*0.1,pole_par[1] + pole_par[1]*0.1);
   FF_fittepole->SetParLimits(2,pole_par[2] - pole_par[2]*0.5,pole_par[2] + pole_par[2]*0.5);
   
   //for flat
   double pole_parII[3] = {10, 0.59,0.0144}; //{A,Lambda,Gamma}
   
   TF1 *FF_fittepoleII = new TF1("FF_fittepoleII", Pole_FFII,0.02,0.85,3);
   FF_fittepoleII->SetParameters(&pole_parII[0]);
   FF_fittepoleII->SetParLimits(0,0.,100.);
   FF_fittepoleII->SetParLimits(1,pole_parII[1] - pole_parII[1]*0.1,pole_parII[1] + pole_parII[1]*0.1);
   FF_fittepoleII->SetParLimits(2,pole_parII[2] - pole_parII[2]*0.5,pole_parII[2] + pole_parII[2]*0.5);
   FF_fittepoleII->SetLineColor(kBlue);
   //TF1 *FF_fitterGaus = new TF1("FF_fitterGaus","gaus",0.55,0.92);
   
   TCanvas *cmkI =  new TCanvas("cmkI","cmkI",1200,500);
   
   TH1D *hEpEm_QEDnorm = (TH1D*)in->Get("hEpEm_QEDnorm");
   cmkI->cd();
   hEpEm_QEDnorm->SetTitle("Expected distribution of |F(q^{2})|^{2}");
   hEpEm_QEDnorm->SetLineColor(kBlack);
   hEpEm_QEDnorm->SetYTitle("|F(q^{2})|^{2}");
   hEpEm_QEDnorm->GetYaxis()->SetTitleSize(0.05);
   hEpEm_QEDnorm->GetYaxis()->SetTitleOffset(0.8);
   hEpEm_QEDnorm->GetXaxis()->SetTitle("M(e^{+}e^{-}) [GeV]");
   hEpEm_QEDnorm->GetXaxis()->SetTitleSize(0.05);
   hEpEm_QEDnorm->GetXaxis()->SetTitleOffset(0.8);
   hEpEm_QEDnorm->Draw("EP");
   hEpEm_QEDnorm_flat->SetLineColor(8);
   hEpEm_QEDnorm_flat->Draw("EP same");
   hEpEm_QEDnorm_flat->Fit("FF_fittepoleII","REM");
   hEpEm_QEDnorm->Fit("FF_fittepole","REM+");
   
   Double_t Lambda = FF_fittepole->GetParameter(1);
   Double_t Lambdaerr = FF_fittepole->GetParError(1);
   Double_t bn = 1./Lambda;
   Double_t bn_err = Lambdaerr/(bn*bn);
   
   
   Double_t Lambda_flat = FF_fittepoleII->GetParameter(1);
   Double_t Lambdaerr_flat = FF_fittepoleII->GetParError(1);
   Double_t bn_flat = 1./Lambda_flat;
   Double_t bn_err_flat = Lambdaerr_flat/(bn_flat*bn_flat);
   
   
   TString sLambda = Form("#Lambda^{2}_{fit}  = %2.4f #pm %2.4f  ", Lambda,Lambdaerr);
   TString sbn = Form("b_{n} = %2.4f #pm %2.4f  ", bn,bn_err);
   
   TString sLambda_gen = Form("#Lambda^{2}_{gen}  = %2.4f  ", 0.5776);
   TString sbn_gen = Form("b_{n gen} = %2.4f  ", 1./0.5776);
   
   TString sLambda_flat = Form("#Lambda^{2}_{fit}  = %2.4f #pm %2.4f  ", Lambda_flat,Lambdaerr_flat);
   TString sbn_flat = Form("b_{n} = %2.4f #pm %2.4f  ", bn_flat,bn_err_flat);
   
   
   TLegend *legmkI = new TLegend(0.12,0.55,0.37,0.9);
   legmkI->SetTextSize(0.04);
   
   legmkI->SetHeader("\t QED+VMD M(e^{+}e^{-}) Acceptance");
   legmkI->SetFillColor(0);
   legmkI->AddEntry(FF_fittepole,sLambda,"l");
   legmkI->AddEntry((TObject*)0,sbn,"");
   legmkI->AddEntry((TObject*)0,sLambda_gen,"");
   legmkI->AddEntry((TObject*)0,sbn_gen,"");
   legmkI->Draw("same");
   
   TLegend *legmkI_I = new TLegend(0.37,0.55,0.57,0.9);
   legmkI_I->SetTextSize(0.04);
   
   legmkI_I->SetHeader("\t Flat M(e^{+}e^{-}) Acceptance");
   legmkI_I->SetFillColor(0);
   legmkI_I->AddEntry(FF_fittepoleII,sLambda_flat,"l");
   legmkI_I->AddEntry((TObject*)0,sbn_flat,"");
   legmkI_I->AddEntry((TObject*)0,"","");
   legmkI_I->AddEntry((TObject*)0,"","");
   
   legmkI_I->Draw("same");
   */
}
Example #26
0
// -----------------------------------------------------------------------------
//
TCanvas* createPlot( TString path, 
		     TString canvas_name, 
		     TString name, 
		     TString dirmame, 
		     int rebin, 
		     bool norm, 
		     bool log,
		     TDirectory* file )
{

  // SetSomeStyles();

  float lumi = 250.0;// 15.04;//10.9;//6.8;
 
  // Create legend
  TLegend* legend = new TLegend(0.75, 0.6, 0.99, 0.99, "", "brNDC" );
  legend->SetFillColor(0);
  legend->SetLineColor(0); 
  legend->SetShadowColor(0);
  TLatex* prelim = new TLatex(0.6,0.54,"#scale[0.8]{CMS preliminary 2010}");
  prelim->SetNDC();
  TLatex* alumi = new TLatex(0.6,.45,"#scale[0.8]{#int L dt = 35 pb^{-1}, #sqrt{s} = 7 TeV}");
  alumi->SetNDC();

  // Create canvas 
  TCanvas* aCanvas = createCanvas( canvas_name, file, log );

  // Create histogram
  TString aname("nAll");
  // TH1D* data1    = getHisto( path+"S14datacleaned/Edward_Data_Skim/",name,"data.root",aname,rebin);
  // TH1D* data    = getHisto( path+"S14datacleaned/Edward_Data_Skim/",name,"data.root",dirmame,rebin);
 
  TH1D* data    = getHisto( path+"", name, "tt.root", dirmame, rebin );
  TH1D* qcd     = getHisto( path+"", name, "lm1.root", dirmame, rebin );
  TH1D* w_jets  = getHisto( path+"", name, "w.root", dirmame, rebin );
  TH1D* tt_jets = getHisto( path+"", name, "tt.root", dirmame, rebin );
  TH1D* z_jets  = getHisto( path+"", name, "z.root", dirmame, rebin );
  TH1D* lm3     = getHisto( path+"", name, "lm3.root", dirmame, rebin );
  TH1D* lm1     = getHisto( path+"", name, "lm1.root", dirmame, rebin );
  TH1D* lm6     = getHisto( path+"", name, "data.root", dirmame, rebin );
  TH1D* wm     = getHisto( path+"", name, "w.root", dirmame, rebin );
  data->Scale(lumi/100.);
  qcd->Scale(lumi/100.);
  tt_jets->Scale(lumi/100);
  w_jets->Scale(lumi/100);
  //  w_jets->Scale(10);
  //  z_inv->Scale(lumi/100);
  //  lm6->Scale(lumi/100);
  lm1->Scale(lumi/100);
  lm3->Scale(lumi/100);
  z_jets->Scale(lumi/100);
  wm->Scale(lumi/100);
  // Combine Z+jets and Z->inv
  // TH1D* z_all = z_inv->Clone(); 
  //  z_all->Add(z_jets,1);
  //z_jets->Add(z_inv,1);
  TH1D* total = tt_jets->Clone();
  total->Add(w_jets);
  total->Add(z_jets);

  // total->
 
  Int_t binMax =   total->GetNbinsX();
  Double_t& err = new Double_t(0.);
  total->IntegralAndError(10,binMax ,err);
  Double_t& errW = new Double_t(0.);
  w_jets->IntegralAndError(10,binMax ,errW);
  Double_t& errtt = new Double_t(0.);
  tt_jets->IntegralAndError(10,binMax ,errtt);
  Double_t& errZ = new Double_t(0.);
  z_jets->IntegralAndError(10,binMax ,errZ);
  Double_t& errQCD = new Double_t(0.);
  qcd->IntegralAndError(10,binMax ,errQCD );


  cout  <<endl;
  //  cout << "MC:" <<  total->IntegralAndError(11,binMax ,err) <<" && " <<  w_jets->Integral(11,binMax)<<" && "<<tt_jets->Integral(11,binMax) << "&&  "<<z_jets->Integral(11,binMax)<<" && "<< "\/\ /\hline"<<endl;
  //  cout << total->IntegralAndError(0,binMax ,err) <<" & " << lm1->Integral(0,binMax) <<" & " << lm3->Integral(0,binMax)<<" & " << lm6->Integral(0,binMax)   <<"\\\\ \\hline"<<endl;
  //  cout <<"270: " <<  total->IntegralAndError(27,binMax ,err) <<" & " << lm1->Integral(27,binMax) <<" & " << lm3->Integral(27,binMax)<<" & " << lm6->Integral(27,binMax)   <<"\\\\ \\hline"<<endl;


  cout <<"250& " <<  total->IntegralAndError(6,binMax ,err) <<" & " << lm1->Integral(6,binMax) <<" & " << lm3->Integral(6,binMax)<<" & " << lm6->Integral(6,binMax)   <<"\\\\ \\hline"<<endl;
 
  // cout << "300: " <<  total->IntegralAndError(7,binMax ,err) <<" & " << lm1->Integral(7,binMax) <<" & " << lm3->Integral(7,binMax)<<" &" << lm6->Integral(7,binMax)   <<"\\\\ \\hline"<<endl;

  cout <<"350& " <<  total->IntegralAndError(8,binMax ,err) <<" & " << lm1->Integral(8,binMax) <<" & " << lm3->Integral(8,binMax)<<" & " << lm6->Integral(8,binMax)    <<"\\\\ \\hline"<<endl;

  //   cout << "400: " <<  total->IntegralAndError(9,binMax ,err) <<" & " << lm1->Integral(9,binMax) <<" & " << lm3->Integral(9,binMax)<<" & " << lm6->Integral(9,binMax)    <<"\\\\ \\hline"<<endl;

cout << "450& " <<  total->IntegralAndError(10,binMax ,err) <<" & " << lm1->Integral(10,binMax) <<" & " << lm3->Integral(10,binMax)<<" & " << lm6->Integral(10,binMax)    <<"\\\\ \\hline"<<endl;

//cout << "500: " <<   total->IntegralAndError(11,binMax ,err) <<" & " << lm1->Integral(11,binMax) <<" & " << lm3->Integral(11,binMax)<<" & " << lm6->Integral(11,binMax)    <<"\\\\ \\hline"<<endl;

  cout <<"550& " <<  total->IntegralAndError(12,binMax ,err) <<" & " << lm1->Integral(12,binMax) <<" & " << lm3->Integral(12,binMax)<<" & " << lm6->Integral(12,binMax)    <<"\\\\ \\hline"<<endl;
  /*
 cout << "MC:" <<  total->IntegralAndError(7,binMax ,err) <<" && " << lm1->Integral(7,binMax) <<" && " << lm3->Integral(7,binMax)<<" && " << lm6->Integral(6,binMax)   <<"/\/\ /\hline"<<endl;
  cout << "MC:" <<  total->IntegralAndError(8,binMax ,err) <<" && " << lm1->Integral(8,binMax) <<" && " << lm3->Integral(8,binMax)<<" && " << lm6->Integral(7,binMax)   <<"/\/\ /\hline"<<endl;
  cout << "MC:" <<  total->IntegralAndError(10,binMax ,err) <<" && " << lm1->Integral(10,binMax) <<" && " << lm3->Integral(10,binMax)<<" && " << lm6->Integral(10,binMax)   <<"/\/\ /\hline"<<endl;
 cout << "MC:" <<  total->IntegralAndError(11,binMax ,err) <<" && " << lm1->Integral(11,binMax) <<" && " << lm3->Integral(11,binMax)<<" && " << lm6->Integral(11,binMax)   <<"/\/\ /\hline"<<endl;
 cout << "MC:" <<  total->IntegralAndError(12,binMax ,err) <<" && " << lm1->Integral(12,binMax) <<" && " << lm3->Integral(12,binMax)<<" && " << lm6->Integral(12,binMax)   <<"/\/\ /\hline"<<endl;
  // cout << "MC:" << err  <<", W: " << errW<<", tt: "<<errtt << ", Z: "<<errZ<<", QCD: "<<  errQCD<< endl;
  */

  //  cout << "data:" << data->Integral() << endl;


  TH1D* hcen = total->Clone();
  TH1D* herr = total->Clone();
  
  herr->SetLineColor(kTeal+3);
  herr->SetMarkerColor(kAzure+6);
  herr->SetFillColor(kAzure+6);
  herr->SetLineWidth(3);
  
  total->SetLineWidth(3);
  total->SetFillColor(kAzure+2);
  total->SetLineColor(kAzure+2);
  total->SetFillStyle(3245);
 
  hcen->SetFillStyle(0);
  hcen->SetMarkerColor(kTeal+3);
  hcen->SetLineColor(kTeal+3);
  hcen->SetLineWidth(3);

  // Merge Z+jets and Z->inv
  bool combine = false;
  
  // Line colour and fill
  qcd->SetLineColor(kPink+4);
  qcd->SetLineWidth(3);
  tt_jets->SetLineColor(kBlue+1);
  tt_jets->SetLineWidth(3);
  
  w_jets->SetLineColor(kPink+7);
  w_jets->SetLineWidth(3);

  z_jets->SetLineWidth(3);
  z_jets->SetLineColor(kTeal-7);
  
  if ( combine ) {
    z_all->SetLineColor(kBlack);
    z_all->SetLineStyle(3);
    z_all->SetLineWidth(1);
  } else {
    data->SetLineColor(1);
    data->SetLineStyle(1);
    data->SetLineWidth(3);
    data->SetMarkerStyle(20);
    data->SetFillColor(0);
  }
  //  lm0->SetLineColor(kRed);
  //  lm0->SetLineWidth(3);
  // lm1->SetLineColor(kRed+3);
  // lm1->SetLineWidth(3);

  // Populate legend
  // legend->AddEntry( data, "tt fully leptonic/", "LP" );
   legend->AddEntry( herr, "full SM", "LP" );
    legend->AddEntry( z_jets, " Z+jets ", "LP" );
    legend->AddEntry( w_jets, " W+jets", "LP" );
    legend->AddEntry( tt_jets, " t#bar{t}", "LP" );
    //  legend->AddEntry( lm3, " SUSY LM3", "LP" );
    //   legend->AddEntry( lm1, " SUSY LM1", "LP" );
    legend->AddEntry( lm6, " data", "LP" );
    // legend->AddEntry(wm,"W Mad","lp");
    
  // Calc maximum number of entries
  double aMax = 0.;
  if( data->GetMaximum()     > aMax ) { aMax = data->GetMaximum()+data->GetBinError(data->GetMaximumBin()); }
  if ( qcd->GetMaximum()     > aMax ) { aMax = qcd->GetMaximum(); }
  //  if ( lm0->GetMaximum()     > aMax ) { aMax = lm0->GetMaximum(); }
  //  if ( lm1->GetMaximum()     > aMax ) { aMax = lm1->GetMaximum(); }
  if ( tt_jets->GetMaximum() > aMax ) { aMax = tt_jets->GetMaximum(); }  
  if ( w_jets->GetMaximum()  > aMax ) { aMax = w_jets->GetMaximum(); }  
  if ( combine ) {
    if ( z_all->GetMaximum()  > aMax ) { aMax = z_all->GetMaximum(); }  
  } else {
    //   if ( data->GetMaximum()   > aMax ) { aMax = z_inv->GetMaximum(); }  
    if ( z_jets->GetMaximum()  > aMax ) { aMax = z_jets->GetMaximum(); }  
  }

  // Calc minimum number of entries
  double aMin = 1.e12;
  if ( qcd->GetMinimum(1.e-12)     < aMin ) { aMin = qcd->GetMinimum(1.e-12); }
  //  if ( lm0->GetMinimum(1.e-12)     < aMin ) { aMin = lm0->GetMinimum(1.e-12); }
  //  if ( lm1->GetMinimum(1.e-12)     < aMin ) { aMin = lm1->GetMinimum(1.e-12); }
  if ( tt_jets->GetMinimum(1.e-12) < aMin ) { aMin = tt_jets->GetMinimum(1.e-12); }  
  if ( w_jets->GetMinimum(1.e-12)  < aMin ) { aMin = w_jets->GetMinimum(1.e-12); }  
  if ( combine ) {
    if ( z_all->GetMinimum(1.e-12)   < aMin ) { aMin = z_all->GetMinimum(1.e-12); }  
  } else {
    // if ( data->GetMinimum(1.e-12)   < aMin ) { aMin = z_inv->GetMinimum(1.e-12); }  
    if ( z_jets->GetMinimum(1.e-12)  < aMin ) { aMin = z_jets->GetMinimum(1.e-12); }  
  }

  if ( qcd ) qcd->GetYaxis()->SetTitleOffset(1.43);
  if ( qcd ) qcd->GetYaxis()->SetTitleSize(0.06);
  if ( qcd ) qcd->GetXaxis()->SetTitleSize(0.06);
  if ( qcd ) qcd->GetXaxis()->SetTitleOffset(0.9);

 
  if ( log ) {
    if ( qcd ) herr->SetMaximum( aMax * 10. );
    //   if ( qcd ) herr->SetMinimum( aMin * 0.1 );
    if ( qcd ) herr->SetMinimum( 0.005);
  } else {
    if ( qcd ) herr->SetMaximum( aMax * 1.1 );
    //   if ( qcd ) herr->SetMinimum( aMin * 0.9 );
  if ( qcd ) herr->SetMinimum( 0.005);

  }

  /*  TPad* mainPad = new TPad("","",0.01,0.25,0.99,0.99);
  mainPad->SetNumber(1);
  mainPad->SetFillColor(0);
  // mainPad->Range(-288.2483,-2.138147,1344.235,6.918939);
  mainPad->SetFillColor(0);
  mainPad->SetBorderMode(0);
  mainPad->SetBorderSize(2);
  if ( log == true)mainPad->SetLogy();
   mainPad->SetLeftMargin(0.1765705);
  mainPad->SetRightMargin(0.05772496);
  mainPad->SetTopMargin(0.04778761);
  mainPad->SetBottomMargin(0.1256637);
  mainPad->SetFrameFillStyle(0);
  mainPad->SetFrameLineWidth(2);
  mainPad->SetFrameBorderMode(0);
  mainPad->SetFrameFillStyle(0);
  mainPad->SetFrameLineWidth(2);
  mainPad->SetFrameBorderMode(0);
  if ( log == true)mainPad->SetLogy();
  mainPad->Draw();
  TPad*  ratioPad = new TPad("","",0.01,0.01,0.99,0.25);
  ratioPad->SetNumber(2);
  ratioPad->SetFillColor(0);
  ratioPad->SetFillColor(0);
  ratioPad->SetBorderMode(0);
  ratioPad->SetBorderSize(2);
  // if ( log == true)ratioPad->SetLogy();
   ratioPad->SetLeftMargin(0.1765705);
  ratioPad->SetRightMargin(0.05772496);
  ratioPad->SetTopMargin(0.04778761);
  ratioPad->SetBottomMargin(0.1256637);
  ratioPad->SetFrameFillStyle(0);
  ratioPad->SetFrameLineWidth(2);
  ratioPad->SetFrameBorderMode(0);
  ratioPad->SetFrameFillStyle(0);
  ratioPad->SetFrameLineWidth(2);
  ratioPad->SetFrameBorderMode(0);
  //  if ( log == true)ratioPad->SetLogy();
  ratioPad->Draw();
 

  aCanvas->cd(1);
  */

  herr->GetYaxis()->SetTitle("events");


  if ( norm ) {
    if ( qcd ) qcd->DrawNormalized("Ehist");
    // if ( lm0->GetEntries() > 0. )     { lm0->DrawNormalized("hsame"); }
    if ( lm1->GetEntries() > 0. )     { lm1->DrawNormalized("hsame"); }
    if ( tt_jets->GetEntries() > 0. ) { tt_jets->DrawNormalized("hsame"); }
    if ( w_jets->GetEntries() > 0. )  { w_jets->DrawNormalized("hsame"); }
    if ( combine ) {
      if ( z_all->GetEntries() > 0. )   { z_all->DrawNormalized("hsame"); }
    } else {
      if ( data->GetEntries() > 0. )   { z_inv->DrawNormalized("hsame"); }
      if ( z_jets->GetEntries() > 0. )  { z_jets->DrawNormalized("hsame"); }
    }
  } else {
     herr->Draw("hist");
   
   
     // qcd->SetFillStyle(3240);
     // qcd->SetFillColor(kPink+4);
    // qcd->Draw("hist");
    w_jets->Draw("hSameh");
    z_jets->Draw("9Sameh");
    w_jets->Draw("9Sameh");
    tt_jets->Draw("9SAMEh");
    //data1->Draw("9SAMEh");
     //lm0->Draw("9SAMEh");
     lm1->SetLineColor(12);
     lm1->SetLineStyle(2);
     lm1->SetLineWidth(2);
     //     lm1->Draw("9SAMEh");
     lm3->SetLineColor(14);
     lm3->SetLineStyle(2);
     lm3->SetLineWidth(2);
     //  lm3->Draw("9SAMEh");
     lm6->Draw("9SAMEh");
     wm->SetLineStyle(2);
     wm->SetLineColor(kPink+7);
     // wm->Draw("9Sameh");

     // total->DrawNormalized("9E2same");
     //      data->Draw("SAMEh");
    //  tt_jets->Divide(data);
    //  tt_jets->Draw("h");
  //  data->SetLineColor(kRed);
  //  data->Draw("sameh");
     //     data1->SetLineColor(kRed);
     //  data1->Draw("9SAMEP");
  }
  
    legend->Draw();
  // prelim->Draw();
  // alumi->Draw();



  /*  TH1D* ratioBottom = total->Clone();
  TH1D* ratioTop = data->Clone();
  ratioTop->GetYaxis()->SetTitle("data / sim");
  ratioTop->Divide(ratioBottom);
  
  aCanvas->cd(1)->Update();
 
  aCanvas->cd(2);

  ratioTop->SetTitleSize(0.1, "XYZ");
  ratioTop->SetTitleOffset(0.55, "X");
  ratioTop->SetTitleOffset(0.3, "Y");
  ratioTop->SetLabelSize(0.06,"XY");
    
  // ratioTop->GetXaxis().SetRangeUser(MinX,MaxX);
  ratioTop->GetYaxis()->SetRangeUser(0.,2.0);
  ratioTop->Draw();*/
  /* TBox* unity = TBox(ratioTop->GetXaxis()->GetBinLowEdge(ratioTop->GetXaxis()->GetFirst()), 0.89,ratioTop->GetXaxis()->GetBinLowEdge(ratioTop->GetXaxis()->GetLast()), 1.11);
  unity->SetLineWidth(2);
   
  unity->SetLineColor(2);
  unity->SetFillColor(2);
  unity->SetFillStyle(3002);
  unity->Draw();

  */
  file->cd();
 
  aCanvas->SaveAs( std::string(canvas_name+".pdf").c_str() );
  aCanvas->Write();



  //   aCanvas->Print(".png");
 return aCanvas;

}
Example #27
0
void plot(TString var, TString varlatex, TString varname, Int_t nbins, Double_t vmin, Double_t vmax)
{
  cout<<"---- Processing - "<<var<<endl;
  cout<<"  -- Fill histograms"<<endl;
  TFile* ifBkg = new TFile(infnameBkg[isChannel]);
  TTree* ntBkg = (TTree*)ifBkg->Get(texNtuple[isChannel]);
  ntBkg->AddFriend("ntHlt");
  TFile* ifSgl = new TFile(infnameSgl[isChannel]);
  TTree* ntSgl = (TTree*)ifSgl->Get(texNtuple[isChannel]);
  ntSgl->AddFriend("ntHlt");
  ntSgl->AddFriend("ntHi");

  TH1D* hBkg = new TH1D(Form("hBkg_%s",varname.Data()),"",nbins,vmin,vmax);
  TH1D* hSgl = new TH1D(Form("hSgl_%s",varname.Data()),"",nbins,vmin,vmax);

  ntBkg->Project(Form("hBkg_%s",varname.Data()),var,Form("%s&&%s",selTriggerBkg[isChannel].Data(),selBkg[isChannel].Data()));
  ntSgl->Project(Form("hSgl_%s",varname.Data()),var,TCut(weight[isChannel])*Form("%s&&%s",selTriggerSgl[isChannel].Data(),selSgl[isChannel].Data()));

  cout<<"  -- Calculate normalization"<<endl;
  Double_t normBkg=0,normSgl=0;
  //normBkg = hBkg->GetEntries();
  //normSgl = hSgl->GetEntries();
  normBkg = hBkg->Integral(vmin,vmax);
  normSgl = hSgl->Integral(vmin,vmax);
  cout<<"     normBkg: "<<normBkg<<" ;   normSgl: "<<normSgl<<endl;

  cout<<"  -- Normalize histograms"<<endl;
  hBkg->Scale(1./normBkg);
  hSgl->Scale(1./normSgl); 

  cout<<"  -- Plot"<<endl;
  hBkg->SetXTitle(varlatex);
  hBkg->SetYTitle("#Probability");
  hBkg->SetTitleOffset(1.5,"Y");
  Double_t hisMax = (hBkg->GetMaximum()>hSgl->GetMaximum())?hBkg->GetMaximum():hSgl->GetMaximum();
  hBkg->SetMaximum(hisMax*1.2);

  hBkg->SetLineColor(kBlue+1);
  hBkg->SetFillStyle(1001);
  hBkg->SetFillColor(kBlue-9);
  hBkg->SetLineWidth(3);
  hBkg->SetStats(0);

  TH1D* hSglplot = new TH1D(Form("hSglplot_%s",varname.Data()),"",nbins,vmin,vmax);
  for(int ib=0;ib<nbins;ib++) hSglplot->SetBinContent(ib+1,hSgl->GetBinContent(ib+1));
  hSglplot->SetLineColor(kRed);
  hSglplot->SetFillStyle(3004);
  hSglplot->SetFillColor(kRed);
  hSglplot->SetLineWidth(3);
  hSglplot->SetStats(0);

  TCanvas* c = new TCanvas(Form("c_%s",varname.Data()),"",600,600);
  hBkg->Draw();
  hSglplot->Draw("same");

  cout<<"  -- Plot legends"<<endl;
  TLatex* tex = new TLatex(0.18,0.935,Form("5.02TeV %s",texPP[isChannel].Data()));
  tex->SetNDC();
  tex->SetTextFont(42);
  tex->SetTextSize(0.055);
  tex->Draw();
  TLatex* texp;
  texp = new TLatex(0.68,0.935,texDecay[isChannel]);
  texp->SetNDC();
  texp->SetTextFont(42);
  texp->SetTextSize(0.055);
  texp->Draw();
  TLegend* leg = new TLegend(0.56,0.70,0.86,0.86);
  leg->AddEntry(hBkg,"Background","f");
  leg->AddEntry(hSglplot,"Signal","f");
  leg->SetBorderSize(0);
  leg->SetFillStyle(0);
  leg->Draw("same");

  cout<<"  -- Save plots"<<endl;
  c->SaveAs(Form("plots/%s_%s/c_%s.pdf",texPP[isChannel].Data(),texNtuple[isChannel].Data(),varname.Data()));
  cout<<endl;
}
Example #28
0
TH1D *
GetTOFRatio(TFile *file, Int_t num, Int_t den, Int_t cent, Bool_t cutSpectrum = kTRUE)
{
  /* pt limits for combined spectra */
  Double_t ptMin_[9] = {
    0.5, 0.5, 0.5, 
    0.45, 0.45, 0.45, 
    0.5, 0.5, 0.5
  };
  Double_t ptMax_[9] = {
    3.0, 3.0, 3.0, 
    3.0, 3.0, 3.0, 
    4.5, 4.5, 4.5
  };

  Double_t ptMin = TMath::Max(ptMin_[num], ptMin_[den]);
  Double_t ptMax = TMath::Min(ptMax_[num], ptMax_[den]);
  
  TH1D *hin = (TH1D *)file->Get(Form("hRatio_cent%d_%s_%s", cent, ratioName[num], ratioName[den]));
  if (!hin) return NULL;


#if 0
  /* get matching systematics */
  TFile *fsys = TFile::Open(Form("MATCHSYS_TOF_%s.root", TOFChargeName[charge]));
  TH1 *hsys = fsys->Get(Form("hErr%sMatch", ITSsaPartName[part]));
  TF1 *ffsys = new TF1("fsys", "[0] + [1] * x + [2] * TMath::Exp(-[3] * x)");
  ffsys->SetParameter(0, 0.02);
  ffsys->FixParameter(1, 0.);
  ffsys->SetParameter(2, 0.5);
  ffsys->SetParameter(3, 10.);
  hsys->Fit(ffsys, "W");
  ffsys->ReleaseParameter(1);
  hsys->Fit(ffsys, "W");
  hsys->Fit(ffsys, "W");
  hsys->Fit(ffsys, "W");
  hsys->Draw();
#endif
			
  TH1D *h = new TH1D(Form("hTOF_cent%d_%s_%s", cent, ratioName[num], ratioName[den]), "TOF", NptBins, ptBin);
  Double_t pt, width, value, error, sys;
  Int_t bin;
  for (Int_t ipt = 0; ipt < NptBins; ipt++) {
    /* get input bin */
    pt = h->GetBinCenter(ipt + 1);
    width = h->GetBinWidth(ipt + 1);
    bin = hin->FindBin(pt);
    /* sanity check */
    if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
	TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
      continue;
    /* check pt limits */
    if (cutSpectrum && (pt < ptMin || pt > ptMax)) continue;
    /* copy bin */
    value = hin->GetBinContent(bin);
    error = hin->GetBinError(bin);
    /*** TEMP ADD SYS ***/
    //    sys = ffsys->Eval(pt) * value;
    //    error = TMath::Sqrt(error * error + sys * sys);
    //    h->SetBinContent(ipt + 1, value);
    //    h->SetBinError(ipt + 1, error);

    h->SetBinContent(ipt + 1, value);
    h->SetBinError(ipt + 1, error);
  }
  
  h->SetTitle("TOF");
  h->SetLineWidth(1);
  h->SetLineColor(1);
  h->SetMarkerStyle(23);
  h->SetMarkerColor(4);
  h->SetFillStyle(0);
  h->SetFillColor(0);
  return h;
}
Example #29
0
void plottingmacro_IVF()
{


  double fa = 0.46502;
  double fb = 0.53498;
  bool debug_ = true;

  //  std::string path("Nov10thFall11Plots/");
  //  std::string path("Nov10Fall1160MTopSlimPlots/");
  std::string path("Nov10Fall1160MTopIVFPlots_b/");

  if(debug_)
    std::cout << "Init the style form setTDRStyle" << std::endl;
  setTDRStyle();
  gStyle->SetErrorX(0.5);
  gROOT->ForceStyle();
  initOptions();
  

  if(debug_)
    std::cout << "Init the sample" << std::endl;
  //  std::vector<Sample> s = Nov10thDiJetPtUpdatedSlimHistos();
  //std::vector<Sample> s = Nov10Fall1160MTopSlimHistos();
  std::vector<Sample> s = Nov10Fall1160MTopIVFHistos();

  Sample data(1,"fake data","S1.root",0,true,1000);

  if(debug_)
    std::cout << "Init the data sample" << std::endl;
  for(size_t i=0;i< s.size();i++) if(s[i].data) {data=s[i];break;}

  if(debug_)
    std::cout << "Ls data sample" << std::endl;
  data.file()->ls(); 

  if(debug_)
    std::cout << "Init the mc sample" << std::endl;
  for(size_t i=0;i< s.size();i++) s[i].dump(1,fa,fb);

  std::vector<std::string> names;

  if(debug_)
    std::cout << "Get List of Keys" << std::endl;
  TList * subs = data.file()->GetListOfKeys();
  for(size_t i=0;i< subs->GetSize();i++)
    {
      TString nn = subs->At(i)->GetName();
      if( nn.Contains(TRegexp("Count*")) )
	continue;
      if(debug_)
	std::cout << "Get List of Keys in subdirs" << std::endl;
      TList * objs = ((TDirectoryFile *)data.file()->Get(subs->At(i)->GetName()))->GetListOfKeys();
      for(size_t j=0;j< objs->GetSize();j++)
	{
	  if(debug_)
	    std::cout << "Name = " << subs->At(i)->GetName()+std::string("/")  + objs->At(j)->GetName() << std::endl;
	  names.push_back(subs->At(i)->GetName()+std::string("/")  + objs->At(j)->GetName());
	  //      std::cout << subs->At(i)->GetName() << "/"  << objs->At(j)->GetName() << std::endl;
	  //TODO: select plots via regexp
	}
    }


  if(debug_)
    std::cout << "Starting plotting" << std::endl;

  std::string process;

  for(size_t i = 0 ; i < names.size() ; i++) 
    {
      
      std::map<std::string,TH1F *> grouped;
      TString n=names[i];
      //      if(!n.Contains(TRegexp("VlightRegionHZee/HiggsPtVlightRegionHZee"))) continue;
      //      if(!n.Contains(TRegexp("VlightRegionHZee/ZPtVlightRegionHZee"))) continue;
      //      if(!n.Contains(TRegexp("VlightRegionHZee"))) continue;
      //      if(!n.Contains(TRegexp("ZSVRegionZmmSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVRegionZeeSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVRegionZcombSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVPureRegionZcombSV"))) continue;
      //      if(!n.Contains(TRegexp("ZSVTTbarPureRegionZcombSV"))) continue;
      if(!n.Contains(TRegexp("TTbarRegionZeeSVJets"))) continue;

      if(n.Contains(TRegexp("RegionHZcomb")))
	process = "Z(l^{+}l^{-})H(b#bar{b})";
      if(n.Contains(TRegexp("RegionHZmm")))
	process = "Z(#mu^{+}#mu^{-})H(b#bar{b})";
      if(n.Contains(TRegexp("RegionHZee")))
	process = "Z(e^{+}e^{-})H(b#bar{b})";

      if(debug_)
	std::cout << "Creating the Canvas" << std::endl;

      TCanvas *c = new TCanvas();
      c->SetLogy(false);
      c->SetTitle(names[i].c_str());

      if(debug_)
	std::cout << "Creating histograms" << std::endl;
  
      TH1F *hd = ((TH1F*)data.file()->Get(names[i].c_str()));
      hd->Sumw2();
      Options o=options[names[i]];
      //      hd->Rebin(o.rebin);
      hd->SetMarkerStyle(20);
      hd->GetXaxis()->SetLabelOffset(99);
      hd->SetYTitle(o.yaxis.c_str());
      double nbin = hd->GetNbinsX();
      double min_bin = hd->GetXaxis()->GetXmin();
      double max_bin = hd->GetXaxis()->GetXmax();
      TH1F *hmc = new TH1F("hmc","hmc", nbin, min_bin, max_bin);
      hmc->SetFillColor(kWhite);
      hmc->Sumw2();
      //      hmc->Rebin(o.rebin);

      if(debug_)
	std::cout << "Creating the THStack and Legend" << std::endl;
      THStack * sta = new THStack("sta",hd->GetTitle());
      TLegend * l = new TLegend(o.legendx1,o.legendy1,o.legendx2,o.legendy2); //0.7,0.1,0.9,0.6);
      l->SetFillColor(kWhite);
      l->SetBorderSize(0);
      l->SetTextFont(62);
      l->SetTextSize(0.03);
      if(debug_)
	std::cout << "Adding data to the legend" << std::endl;  
      l->AddEntry(hd, "Data","P");
      if(debug_)
	std::cout << "Adding MC to the THStack" << std::endl;  

      //with the proper trigger eff
      //      double SF[] = {1.01,1.03,1.00};
      //      double SF[] = {1.03,1.054,1.032};
      double SF[] = {1.0,1.0,1.0};

      if(debug_){
	for(int i = 0; i< 3; ++i)
	  std::cout << "SF [" << i << "] = " << SF[i] << std::endl;
      }

      double mcIntegral=0;
      for(size_t j=0;j< s.size() ;j++) 
	{ 
	  if(!s[j].data) 
	    {
	      if(debug_)
		std::cout << "Creating TH1F from file " << s[j].name << std::endl;  
	      TH1F * h = ((TH1F*)s[j].file()->Get(names[i].c_str()));
	      h->Sumw2();
	      if(debug_){
		std::cout << "TH1F created from file " << s[j].name << std::endl;  
		std::cout << "Scaling : " << s[j].scale(data.lumi(),fa,fb) << std::endl;  
		std::cout << "Scaling with SF : " << s[j].scale(data.lumi(),fa,fb,SF) << std::endl;  
		std::cout << "Histo integral before scaling = " << h->Integral() << std::endl;
	      }
	      h->Scale(s[j].scale(data.lumi(),fa,fb,SF));
	      if(debug_){
		std::cout << "Histo integral after scaling = " << h->Integral() << std::endl;
		std::cout << "Managing style... " << std::endl;  
	      }
	      h->SetLineWidth(1.);
	      h->SetFillColor(s[j].color);
	      h->SetLineColor(s[j].color);
	      //	      h->Rebin(options[names[i]].rebin);
	      if(debug_)
		std::cout << "Cloning and update legend " << std::endl;  
	      if(grouped.find(s[j].name) == grouped.end()){
		l->AddEntry(h,s[j].name.c_str(),"F");
	      }
	      std::cout << "Sample : " << s[j].name << " - Integral for plot " << names[i] << " = " << h->Integral(-10000,10000) << std::endl;
	      mcIntegral += h->Integral();
	      sta->Add(h);
	      hmc->Add(h);	      
	      //TO FIX grouped map
	      // sovrascrive histo con lo stesso nome tipo VV o ST etc...
	      grouped[s[j].name]=(TH1F *)h->Clone(("_"+names[i]).c_str());
	    }
	}

      if(debug_){
	std::cout << "Data total = " << hd->Integral() << std::endl;
	std::cout << "MC = " << mcIntegral << std::endl;
	std::cout << "Data/MC = " << hd->Integral()/mcIntegral << std::endl;
      }

      TPad * TopPad = new TPad("TopPad","Top Pad",0.,0.3,1.,1. ) ;
      TPad * BtmPad = new TPad("BtmPad","Bottom Pad",0.,0.,1.,0.313 ) ;
      TopPad->SetBottomMargin(0.02);
      BtmPad->SetTopMargin(0.0);
      BtmPad->SetFillStyle(4000);
      TopPad->SetFillStyle(4000);
      BtmPad->SetFillColor(0);
      BtmPad->SetBottomMargin(0.35);
      TopPad->Draw() ;
      BtmPad->Draw() ;
      std::cout << "hd maximum = " << hd->GetMaximum() << "  sta maximum = " << sta->GetMaximum() << std::endl;
      double maxY;
      if(hd->GetMaximum() > sta->GetMaximum()) maxY = (hd->GetMaximum())*1.5;
      else maxY = (sta->GetMaximum())*1.5;
      TopPad->cd();
      hd->Draw("E1X0");
      sta->Draw("sameHIST");
      hmc->Draw("sameE2");
      hmc->SetFillColor(2);
      hmc->SetMarkerSize(0);
      hmc->SetFillStyle(3013);
      hd->Draw("E1X0same");
      l->Draw("same");
      std::cout << "Set Maximum to = " << maxY << std::endl;
      hd->GetYaxis()->SetRangeUser(0.,maxY);
      hd->GetXaxis()->SetRangeUser(options[names[i]].min,options[names[i]].max);

      BtmPad->cd();
      std::cout << "Division" << std::endl;

      TH1D * divisionErrorBand = (TH1D*)(hmc)->Clone("divisionErrorBand");
      divisionErrorBand->Sumw2();
      divisionErrorBand->Divide(hmc);
      divisionErrorBand->Draw("E2");      
      divisionErrorBand->SetMaximum(2.49);
      divisionErrorBand->SetMinimum(0);
      divisionErrorBand->SetMarkerStyle(20);
      divisionErrorBand->SetMarkerSize(0.55);
      divisionErrorBand->GetXaxis()->SetTitleOffset(1.12);
      divisionErrorBand->GetXaxis()->SetLabelSize(0.12);
      divisionErrorBand->GetXaxis()->SetTitleSize(0.5);
      divisionErrorBand->GetYaxis()->SetTitle("Data/MC");
      divisionErrorBand->GetYaxis()->SetLabelSize(0.12);
      divisionErrorBand->GetYaxis()->SetTitleSize(0.12);
      divisionErrorBand->GetYaxis()->SetTitleOffset(0.40);
      divisionErrorBand->GetYaxis()->SetNdivisions(505);
      //divisionErrorBand->UseCurrentStyle();
      divisionErrorBand->SetFillColor(2);
      divisionErrorBand->SetFillStyle(3001);
      divisionErrorBand->SetMarkerSize(0.);

      TH1D * division = (TH1D*)(hd)->Clone("division");
      division->Sumw2();
      division->Divide(hmc);
//       division->SetMaximum(2.5);
//       division->SetMinimum(0);
//       division->SetMarkerStyle(20);
//       division->SetMarkerSize(0.55);
//       division->GetXaxis()->SetLabelSize(0.12);
//       division->GetXaxis()->SetTitleSize(0.14);
//       division->GetYaxis()->SetLabelSize(0.10);
//       division->GetYaxis()->SetTitleSize(0.10);
//      division->GetYaxis()->SetTitle("Data/MC");
      Double_t min = division->GetXaxis()->GetXmin();
      Double_t max = division->GetXaxis()->GetXmax();
      division->Draw("E1X0same");

      TLine *line = new TLine(min, 1.0, max, 1.0);
      line->SetLineColor(kRed);
      line->Draw("same");
      
      TLegend * leg3 =new TLegend(0.50,0.86,0.69,0.96);
      leg3->AddEntry(divisionErrorBand,"MC uncert. (stat.)","f");
      leg3->SetFillColor(0);
      leg3->SetLineColor(0);
      leg3->SetShadowColor(0);
      leg3->SetTextFont(62);
      leg3->SetTextSize(0.06);
      leg3->Draw();

      TPaveText *pave = new TPaveText(0.15,0.85,0.32,0.96,"brNDC");
      pave->SetTextAlign(12);
      pave->SetLineColor(0);
      pave->SetFillColor(0);
      pave->SetShadowColor(0);
      //TText *text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f",histDt->Chi2Test(histCopyMC5,"UWCHI2/NDF"),histDt->KolmogorovTest(histCopyMC5))); // stat + sys
      TText *text = pave->AddText(Form("#chi_{#nu}^{2} = %.3f, K_{s} = %.3f",hd->Chi2Test(hmc,"UWCHI2/NDF"),hd->KolmogorovTest(hmc))); // stat only
      text->SetTextFont(62);
      text->SetTextSize(0.08);
      pave->Draw();

      TopPad->cd();
      TLatex latex;
      latex.SetNDC();
      latex.SetTextAlign(12);
      latex.SetTextSize(0.052);
      latex.DrawLatex(0.17,0.89,"CMS Preliminary");
      latex.SetTextSize(0.04);
      latex.DrawLatex(0.17,0.84,"#sqrt{s} = 7 TeV, L = 4.7 fb^{-1}");
      //      latex.DrawLatex(0.17,0.79,"Z(e^{+}e^{-})H(b#bar{b})");
      latex.DrawLatex(0.17,0.79,process.c_str());
      c->Update();
      std::string cName= hd->GetName();
      cName += "_bare.pdf";
      cName = path+cName;
      c->Print(cName.c_str(),"pdf");

//       std::cout << names[i] << " d: " <<  hd->Integral() << " ";
//       THStack * sta2 = new THStack("sta2",hd->GetTitle());
//       float tot=0;
//       float toterr2=0;

//       if(debug_)
// 	std::cout << "Putting the iterator in the for loop" << std::endl;
//       for(std::map<std::string,TH1F *>::reverse_iterator it=grouped.rbegin(); it!=grouped.rend();++it)
//  	{
// 	  if(debug_)
// 	    std::cout << "Using the iterator" << std::endl;
// 	  std::cout << (*it).first << " " << (*it).second->Integral() << " | " << std::endl ;
// 	  if((*it).second->GetEntries() > 0) {
// 	    float er=1.*sqrt((*it).second->GetEntries())/(*it).second->GetEntries()*(*it).second->Integral();
// 	    toterr2+=er*er;
// 	  }
// 	  tot+=(*it).second->Integral();
// 	  sta2->Add(it->second);
//  	}
//       std::cout << " Tot: " << tot << "+-" << sqrt(toterr2) <<  " SF: " << hd->Integral()/tot << std::endl;
//       TCanvas *c2 = new TCanvas();
//       c2->SetTitle(names[i].c_str());
//       std::cout << "hd maximum = " << hd->GetMaximum() << "  sta2 maximum = " << sta2->GetMaximum() << std::endl;
//       if(hd->GetMaximum() > sta2->GetMaximum()) maxY =  hd->GetBinContent(hd->GetMaximumBin()) * 1.5;
//       else maxY = ( sta2->GetMaximum())*1.5;
//       //      hd->Draw("E1"); 
//       sta2->Draw("PADSHIST");
//       //    hd->Draw("E1same");
//       //      l->Draw("same");
//       std::cout << "Set Maximum to = " << maxY << std::endl;
//       hd->GetYaxis()->SetRangeUser(0.,maxY);
//       hd->GetXaxis()->SetRangeUser(options[names[i]].min,options[names[i]].max);
//       c2->Update();

//       std::string c2Name = hd->GetName();
//       c2Name = path+c2Name;
//       c2Name += "_norm.pdf";
//       c2->Print(c2Name.c_str(),"pdf");  

    }

}
Example #30
0
void updateHIN11010(int etPho = 60, int etJet = 30, bool scaleByR=true, bool drawMC=true, int prodDate=20131021) {
  bool mcOnly=false;

  int percentBin[5] = {0,10,30,50,100};
  TH1D* hxgj[5][10];   //[data kind] [ centrality] 
  TH1D* hxgjpp[20];
  TFile *fSum1 = new TFile(Form("histOutputFiles60GeVInclusive/HisOutput_Photonv7_v29_akPu3PF_InclPtRatio_gamma%djet%ddphiSig2749_Isol0_Norm1.root",etPho,etJet));
  for ( int icent=0; icent<=3 ; icent++) { 
    hxgj[khimc][icent] =  (TH1D*)fSum1->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khimc,icent));
    hxgj[khidata][icent] =  (TH1D*)fSum1->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khidata,icent));
  }
  hxgjpp[kppdata] = (TH1D*)fSum1->Get("dataSrc2_reco1_cent0SubtractedExtrapExtrapNorm");

  TFile *fSum2 = new TFile(Form("histOutputFiles60GeVInclusive/HisOutput_Photonv7_v29_akPu3PF_InclPtRatio_gamma%djet%ddphiSig2749_Isol0_Norm2.root",etPho,etJet));
  TGraphAsymmErrors* mxhimc = (TGraphAsymmErrors*)fSum2->Get("dataSrc0_reco1_x_Summary_0");
  TGraphAsymmErrors* mxhidata = (TGraphAsymmErrors*)fSum2->Get("dataSrc1_reco1_x_Summary_0");
  //  TGraphAsymmErrors* mxppdata = (TGraphAsymmErrors*)fSum2->Get("dataSrc2_reco1_x_Summary_0");
  TGraphAsymmErrors* mxppdata;
  TGraphAsymmErrors* mxppmc = (TGraphAsymmErrors*)fSum2->Get("dataSrc10_reco1_x_Summary_0");

  TGraphAsymmErrors* rxhimc = (TGraphAsymmErrors*)fSum2->Get("dataSrc0_reco1_R_Summary_0");
  TGraphAsymmErrors* rxhidata = (TGraphAsymmErrors*)fSum2->Get("dataSrc1_reco1_R_Summary_0");
  TGraphAsymmErrors* rxppdata = (TGraphAsymmErrors*)fSum2->Get("dataSrc2_reco1_R_Summary_0");
  TGraphAsymmErrors* rxppmc = (TGraphAsymmErrors*)fSum2->Get("dataSrc10_reco1_R_Summary_0");

  TFile *fSum3 = new TFile(Form("histOutputFiles60GeVInclusive/HisOutput_Photonv7_v29_akPu3PF_InclDeltaPhi_gamma%djet%ddphiSig628_subJ1SS1_Isol0_Norm1.root",etPho,etJet));

  TFile *fSum4 = new TFile("histOutputFiles60GeVInclusive/HisSummary_Photonv7_v29_akPu3PF_InclDeltaPhi_gamma60jet30dphiSig628_subJ1SS1_Isol0_Norm1.root");
  TGraphAsymmErrors* dphihimc = (TGraphAsymmErrors*)fSum4->Get("dataSrc0_reco1_dphi_Summary");
  TGraphAsymmErrors* dphihidata = (TGraphAsymmErrors*)fSum4->Get("dataSrc1_reco1_dphi_Summary");
  TGraphAsymmErrors* dphippdata = (TGraphAsymmErrors*)fSum4->Get("dataSrc2_reco1_dphi_Summary");
  TGraphAsymmErrors* dphippmc = (TGraphAsymmErrors*)fSum4->Get("dataSrc10_reco1_dphi_Summary");

  // new dphihidata points
  //


  double sysDphi[4] = {0.032,0.03,0.045,0.077};
  //0.109940, 0.046998, 0.034206,0.142664};
  double sysDphipp[1] = {sysDphi[3]};
  
  double sysR[4] = {0.045,0.039,0.041,0.037};
  //0.017232,0.012847,0.011691,0.012724};
  double sysRpp[1] = {sysR[3]};
  
  double sysMx[4] = { 0.053,0.048,0.051,0.032};
  double sysMxpp[1] = {0.009};
  double corrSysMx =  0.028;

  TH1D* hdphi[5][5];   //[data kind] [ centrality]                                                                                     
  TH1D* hdphipp[20];
  for ( int icent=0; icent<=3 ; icent++) {
    hdphi[khimc][icent] =  (TH1D*)fSum3->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khimc,icent));
    hdphi[khidata][icent] =  (TH1D*)fSum3->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khidata,icent));
  }
  hdphipp[kppdata] = (TH1D*)fSum3->Get("dataSrc2_reco1_cent0SubtractedExtrapExtrapNorm");
  
  // 2013 pp data!!!!!!
  TFile* pp13 = new TFile(Form("ffFilesPP60GeVInclusive/photonTrackCorr_ppDATA_output_photonPtThr60_to_9999_jetPtThr30_%d.root", prodDate));
  // TFile* pp13 = new TFile("ffFilesPP60GeVInclusive/oldSmearing.root");

  hdphi[kppdata13][1] =  (TH1D*)pp13->Get("jetDphi_icent10010_final");
  hxgj[kppdata13][1] = (TH1D*)pp13->Get("xjg_icent10010_final");
  hdphi[kppdata13][2] =  (TH1D*)pp13->Get("jetDphi_icent11030_final");
  hxgj[kppdata13][2] = (TH1D*)pp13->Get("xjg_icent11030_final");
  hdphi[kppdata13][3] =  (TH1D*)pp13->Get("jetDphi_icent13050_final");
  hxgj[kppdata13][3] = (TH1D*)pp13->Get("xjg_icent13050_final");
  hdphi[kppdata13][4] =  (TH1D*)pp13->Get("jetDphi_icent15099_final");
  hxgj[kppdata13][4] = (TH1D*)pp13->Get("xjg_icent15099_final");
  hdphi[kppdata13][5] =  (TH1D*)pp13->Get("jetDphi_icent7_final");
  hxgj[kppdata13][5] = (TH1D*)pp13->Get("xjg_icent7_final");
  

  for ( int icent  = 1 ; icent<=5 ; icent++) {
    hdphi[kppdata13][icent]->Scale(1./hdphi[kppdata13][icent]->Integral());
    for ( int i = 1 ; i<=5 ; i++) {
      hdphi[kppdata13][icent]->SetBinContent(i,-1e4);
    }
    //    hxgj[kppdata13][icent]->Rebin(10);  // Now the bins are already rebined from photonTrackCorr_ppDATA_output_photonPtThr60_to_9999_jetPtThr30_20131021.root
    hxgj[kppdata13][icent]->Scale(1./hxgj[kppdata13][icent]->Integral("width"));
  }
  
  TH1D* hPtPP2013[10];  
  hPtPP2013[1] = (TH1D*)pp13->Get("jetPt_icent10010_final");
  hPtPP2013[2] = (TH1D*)pp13->Get("jetPt_icent11030_final");
  hPtPP2013[3] = (TH1D*)pp13->Get("jetPt_icent13050_final");
  hPtPP2013[4] = (TH1D*)pp13->Get("jetPt_icent15099_final");
  hPtPP2013[5] = (TH1D*)pp13->Get("jetPt_icent7_final");
  
  TH1D* hRpp2013[10]; 
  hRpp2013[1] = new TH1D("hrpp2013_icent1","",1, 359.1-10, 359.1+10);
  hRpp2013[2] = new TH1D("hrpp2013_icent2","",1, 235.6-10, 235.6+10);
  hRpp2013[3] = new TH1D("hrpp2013_icent3","",1, 116.4-10, 116.4+10);
  hRpp2013[4] = new TH1D("hrpp2013_icent4","",1, 43.6-10,  43.6 +10);
  hRpp2013[5] = new TH1D("hrpp2013_icent5","",1, -8,  18 );

  for ( int icent=1 ;  icent<=5; icent++) { 
    double temprPP13err;
    double temprPP13 = hPtPP2013[icent]->IntegralAndError(1,hPtPP2013[icent]->GetNbinsX(),temprPP13err,"width");
    hRpp2013[icent]->SetBinContent(1,temprPP13);
    hRpp2013[icent]->SetBinError(1,temprPP13err);
    handsomeTH1(hRpp2013[icent],1);
    hRpp2013[icent]->SetMarkerStyle(21);
  }
  
  TH1D* hMXpp2013[10];
  hMXpp2013[1] = new TH1D("hmxpp2013_icent1","",1, 359.1-10, 359.1+10);
  hMXpp2013[2] = new TH1D("hmxpp2013_icent2","",1, 235.6-10, 235.6+10);
  hMXpp2013[3] = new TH1D("hmxpp2013_icent3","",1, 116.4-10, 116.4+10);
  hMXpp2013[4] = new TH1D("hmxpp2013_icent4","",1, 43.6-10,  43.6 +10);
  hMXpp2013[5] = new TH1D("hmxpp2013_icent5","",1, -8, 18);
  for ( int icent=1 ;  icent<=5; icent++) {
    hMXpp2013[icent]->SetBinContent(1,hxgj[kppdata13][icent]->GetMean());
    hMXpp2013[icent]->SetBinError(1,hxgj[kppdata13][icent]->GetMeanError());
    handsomeTH1(hMXpp2013[icent],1);
    hMXpp2013[icent]->SetMarkerStyle(21);
  }


  TFile* fPPsys = new TFile("ffFilesPP60GeVInclusive/relativeSys_merged_pp60GeV.root");

  TH1D* hdphiWidth  = (TH1D*)fPPsys->Get("dphiWidth_uncertainty_merged");
  
  TH1D* hDphiPPUnc = new TH1D("hdphippunc","",1,0,1);
  hDphiPPUnc->SetBinContent(1, hdphiWidth->GetBinContent(1) );

  TH1D* ppSysX[4];
  ppSysX[0] = (TH1D*)fPPsys->Get("dNdXjg_uncertainty_merged");
  ppSysX[1] = (TH1D*)ppSysX[0]->Clone("ppSysx1");
  ppSysX[2] = (TH1D*)ppSysX[0]->Clone("ppSysx2");
  ppSysX[3] = (TH1D*)ppSysX[0]->Clone("ppSysx3");

  TH1D* meanXpp13Sys = (TH1D*)fPPsys->Get("meanXjg_uncertainty_merged");

  float ppSysMx60 = meanXpp13Sys->GetBinContent(1);    // UPDATED on Oct 22nd
  TH1D* ppSysMx = new TH1D("ppSysMx","",1,0,1);
  ppSysMx->SetBinContent(1,ppSysMx60);

  TH1D* meanRpp13Sys = (TH1D*)fPPsys->Get("meanRjg_uncertainty_merged");
  float ppSysR60 = meanRpp13Sys->GetBinContent(1); // UPDATED on Oct 22nd
  TH1D* ppSysR = new TH1D("ppSysR","",1,0,1);
  ppSysR->SetBinContent(1,ppSysR60);

  
  
  // xjg distributions
  TCanvas *c1 = new TCanvas("c1","",1100,330);
  makeMultiPanelCanvas(c1,4,1,0.0,0.0,0.24,0.15,0.075);
  c1->cd(0);
  drawCMSppPbPb(0.1,0.95);
  //c1->Divide(4,1,0.0,0.0);
  for ( int icent=0; icent<=3 ; icent++) {
    c1->cd( 4 - icent);
    //hxgj[khimc][icent]->SetAxisRange(-.2,2.5,"Y");
    hxgj[khimc][icent]->SetAxisRange(0,2.5,"Y");
    hxgj[khimc][icent]->SetNdivisions(505);
    //    hxgj[khimc][icent]->SetTitle(";x_{J#gamma} = p^{Jet}_{T}/p^{#gamma}_{T}; #frac{1}{N_{J#gamma}} #frac{dN_{J#gamma}}{dx_{J#gamma}}");
    hxgj[khimc][icent]->SetTitle(";x_{J#gamma}; #frac{1}{N_{J#gamma}} #frac{dN_{J#gamma}}{dx_{J#gamma}}");
    handsomeTH1(hxgj[khimc][icent]);
    fixedFontHist(hxgj[khimc][icent],1,1.35);
    mcStyle2(hxgj[khimc][icent]);
    handsomeTH1(hxgj[khidata][icent],2);
    
    hxgj[khimc][icent]->GetYaxis()->SetTitleOffset(1.5);
    TH1D * htemp41 = (TH1D*)hxgj[khimc][icent]->Clone(Form("htemp41_%d",icent));
    for ( int i=0 ; i<=20 ; i++) {
      htemp41->SetBinContent(i,0);
      htemp41->SetBinError(i,0);
    }
    if (scaleByR) {
      htemp41->SetAxisRange(0,2,"Y");
      htemp41->SetYTitle("#frac{1}{N_{#gamma}} #frac{dN_{J#gamma}}{dx_{J#gamma}}");
    }
    htemp41->DrawCopy("hist");

    if (scaleByR)    {
      hxgj[kppdata13][icent+1]->Scale(hRpp2013[icent+1]->GetBinContent(1));
      std::cout <<"  Scaled by pp R :" << hRpp2013[icent+1]->GetBinContent(1) << std::endl;
      
      double x,y;
      rxhidata->GetPoint(icent, x,y);
      hxgj[khidata][icent]->Scale(y);
      std::cout << " scaled by PbPb R: " << y << std::endl;

      rxhimc->GetPoint(icent, x,y);
      hxgj[khimc][icent]->Scale(y);
      std::cout << " scaled by PbPb R: " << y << std::endl;
    }
    if(drawMC) hxgj[khimc][icent]->DrawCopy("hist same");

    if ( !mcOnly )    drawXSys(icent,hxgj[khidata][icent]);
    //   if ( icent==3){ }
    
    handsomeTH1(hxgj[kppdata13][icent+1]);
    hxgj[kppdata13][icent+1]->SetMarkerStyle(21);

    drawSys(hxgj[kppdata13][icent+1],ppSysX[icent],kGreen,3001);

    hxgj[kppdata13][icent+1]->Draw("same ");
    
    if ( !mcOnly )   hxgj[khidata][icent]->Draw("same");
    //onSun(0,0,2,0);
 
    // if ( icent == 2) {
    //   TLegend *leg0  = new TLegend(0.2796373,0.7545885,0.9742202,0.9937661,NULL,"brNDC");
    //     easyLeg(leg0,"");
    //   //      if ( !mcOnly )       leg0->AddEntry(hxgj[khidata][icent],"PbPb Data","p");
    //   leg0->AddEntry(hxgj[khimc][icent],"PYTHIA + HYDJET","f");
    //   leg0->AddEntry(hxgjpp[kppdata],"","");

    //   leg0->Draw();
    // }
    
    if ( icent == 3) {
      TLegend *leg0 = new TLegend(0.2916647,0.7045885,0.9862476,0.9869226,NULL,"brNDC");
      easyLeg(leg0);
      leg0->AddEntry(hxgj[khidata][icent],"PbPb Data","p");
      if ( !mcOnly )       leg0->AddEntry(hxgj[kppdata13][icent+1],"Smeared pp reference","p");
      //    leg0->AddEntry(hxgj[khidata][icent],"","");
      if(drawMC) leg0->AddEntry(hxgj[khimc][icent],"PbPb PYTHIA + HYDJET","f");
      leg0->Draw();
      //drawText("#sqrt{s_{NN}}=2.76 TeV ",0.65,0.74,0,15);
    }
        
    if ( icent == 2) {
      drawText(Form("p^{#gamma}_{T} > %d GeV/c     |#eta^{#gamma}| < 1.44",etPho),0.2,0.85,0,15);
      drawText(Form("p^{Jet}_{T} > %d GeV/c    |#eta^{Jet}| < 1.6",etJet),0.2,0.77,0,15);
      drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.2,0.69,0,15);
    }
    if ( icent == 0 ) {
      //      drawText("CMS",0.8,0.9,1);
      //      drawText("pp       #int L dt = 231 nb^{-1}",0.4,0.68,1,15);
    }
    
    if ( icent == 3) 
      drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.72,0.5,0,15);
    else 
      drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.67,0.5,0,15);
    
    /*    if ( icent == 3)
      drawText("(a)",0.275,0.8,1);
    if ( icent == 2)
      drawText("(b)",0.05,0.8,1);  
    if ( icent == 1)
      drawText("(c)",0.05,0.8,1);   
    if ( icent == 0)
      drawText("(d)",0.05,0.8,1);
    */
    gPad->RedrawAxis();
  }

  c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.pdf");
  //c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.png");
  //c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.gif");
  //c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.C");

  
  
  // TCanvas *c1all = new TCanvas("c1all","",500,500);

  // for ( int icent=0;icent<4;icent++){
  //   hxgj[khimc][icent]->SetFillStyle(0);
  //   hxgj[khimc][icent]->SetMarkerSize(1.5);
  // }
  // hxgj[khimc][0]->SetMarkerStyle(22);
  // hxgj[khimc][1]->SetMarkerStyle(26);
  // hxgj[khimc][2]->SetMarkerStyle(23);
  // hxgj[khimc][3]->SetMarkerStyle(32);
  // hxgj[khimc][0]->DrawCopy("");
  // hxgj[khimc][1]->DrawCopy(" same");
  // hxgj[khimc][2]->DrawCopy(" same");
  // hxgj[khimc][3]->DrawCopy(" same");
  // jumSun(0,0,2,0);

  // drawText("PYTHIA+HYDJET",0.2,0.80,0,25);
  // TLegend *legc1all = new TLegend(0.6149194,0.6716102,0.9435484,0.9555085,NULL,"brNDC");
  // easyLeg(legc1all,"");
  // legc1all->AddEntry(hxgj[khimc][3],"50-100%","p");
  // legc1all->AddEntry(hxgj[khimc][2],"30-50%","p");
  // legc1all->AddEntry(hxgj[khimc][1],"10-30%","p");
  // legc1all->AddEntry(hxgj[khimc][0],"0-10%","p");
  // legc1all->Draw();
  
  // dphi distributions
  TCanvas *c1ppDphi = new TCanvas("c1ppDphi","",500,500);
  TString fitFunc = "(TMath::Pi()/20.0)*exp(-(TMath::Pi()-x)/[0])/([0]*(1-exp(-TMath::Pi()/[0])))";
  float fitxmin=3.1415926*2./3;
  TF1 *fdphiPP[10];
  TH1D* hDphiPP2013[10];
  hDphiPP2013[1] = new TH1D("hDphiPP2013_icent1","",1, 359.1-10, 359.1+10);
  hDphiPP2013[2] = new TH1D("hDphiPP2013_icent2","",1, 235.6-10, 235.6+10);
  hDphiPP2013[3] = new TH1D("hDphiPP2013_icent3","",1, 116.4-10, 116.4+10);
  hDphiPP2013[4] = new TH1D("hDphiPP2013_icent4","",1, 43.6-10,  43.6 +10);
  hDphiPP2013[5] = new TH1D("hDphiPP2013_icent5","",1, -8, 18);
  
  for ( int icent=1; icent<=5 ; icent++) {
    fdphiPP[icent] = new TF1(Form("fdphiPP_icent%d",icent),fitFunc.Data(),2.0*TMath::Pi()/3.0,TMath::Pi());
    fdphiPP[icent]->SetParName(0,"width");
    fdphiPP[icent]->SetParameter("width",0.3);
    hdphi[kppdata13][icent]->Fit(Form("fdphiPP_icent%d",icent),"0","",fitxmin,3.1415926);
    fdphiPP[icent]->SetLineWidth(1);
    fdphiPP[icent]->SetLineStyle(2);
    fdphiPP[icent]->SetLineColor(1);
    hdphi[kppdata13][icent]->SetAxisRange(1.00001e-3,1,"Y");
    hdphi[kppdata13][icent]->SetStats(0);
    hdphi[kppdata13][icent]->Draw("");
    hdphi[kppdata13][icent]->SetAxisRange(1.00001e-3,1,"Y");
    hdphi[kppdata13][icent]->SetStats(0);
    fdphiPP[icent]->SetLineWidth(2);
    fdphiPP[icent]->SetLineStyle(7); 
    fdphiPP[icent]->DrawCopy("same");
    gPad->SetLogy();
  
    float dphiWidth13 = fdphiPP[icent]->GetParameter(0) ; 
    float dphiWidth13err = fdphiPP[icent]->GetParError(0);
    hDphiPP2013[icent]->SetBinContent(1,dphiWidth13);
    hDphiPP2013[icent]->SetBinError(  1,dphiWidth13err);
    handsomeTH1(hDphiPP2013[icent],1);
    hDphiPP2013[icent]->SetMarkerStyle(21);
  }

  TCanvas *c1dphi = new TCanvas("c1dphi","",1100,330);
  makeMultiPanelCanvas(c1dphi,4,1,0.0,0.0,0.24,0.18,0.075);
  c1dphi->cd(0);
  drawCMSppPbPb(0.1,0.95);

  for ( int icent=0; icent<=3 ; icent++) {
    c1dphi->cd( 4 - icent);
    hdphi[khimc][icent]->SetAxisRange(1.e-3,1,"Y");
    //   hdphi[khimc][icent]->SetNdivisions(505);
    hdphi[khimc][icent]->GetXaxis()->SetNdivisions(3,5,0,kFALSE);
    
    hdphi[khimc][icent]->SetTitle(";#Delta#phi_{J#gamma};Pair Fraction");

    handsomeTH1(hdphi[khimc][icent]);
    fixedFontHist(hdphi[khimc][icent],1,1.35);
    mcStyle2(hdphi[khimc][icent]);
    handsomeTH1(hdphi[khidata][icent],2);

    TF1 *fdphi = new TF1("fdphi",fitFunc.Data(),2.0*TMath::Pi()/3.0,TMath::Pi());
    fdphi->SetParName(0,"width");
    fdphi->SetParameter("width",0.3);
    
    hdphi[khimc][icent]->Fit("fdphi","0llm","",fitxmin,3.1415926);

    fdphi->SetLineWidth(1);
    fdphi->SetLineStyle(2);
    fdphi->SetLineColor(kBlue); 
    // float dphiWidth = fdphi->GetParameter("width");
    // float dphiWidthErr = fdphi->GetParError(0);
    // std::cout << " dphiWidth,dphiWidthErr = " << dphiWidth <<"   "<< dphiWidthErr << std::endl;
    hdphi[khimc][icent]->SetAxisRange(1.00001e-3,1,"Y");
    hdphi[khimc][icent]->SetStats(0);
    TH1D* hdphitemp = (TH1D*)hdphi[khimc][icent]->Clone(Form("hdphitemp55_%d",icent));
    if(!drawMC)
    {
      for ( int i=0;i<=30;i++) { 
	hdphitemp->SetBinContent(i,0);
	hdphitemp->SetBinError(i,0);
      }
    }
    hdphitemp->Draw("hist");
    hdphi[khidata][icent]->SetAxisRange(1.00001e-3,1,"Y");
    if (!mcOnly) hdphi[khidata][icent]->Draw("same ");
    hdphi[khidata][icent]->SetStats(0);
    fdphi->SetLineWidth(2);
    fdphi->SetLineStyle(7);
    if ( mcOnly )    fdphi->DrawCopy("same");


    gPad->SetLogy();
    handsomeTH1(hdphi[kppdata13][icent+1]);
    
    hdphi[kppdata13][icent+1]->SetMarkerStyle(21);
    hdphi[kppdata13][icent+1]->Draw("same");

    
    if ( icent == 3) {
      TLegend *leg0  = new TLegend(0.32,0.7,0.9,0.89,NULL,"brNDC");
      easyLeg(leg0);
      if ( !mcOnly )   leg0->AddEntry(hdphi[kppdata13][icent+1],"Smeared pp reference","p");
      if ( !mcOnly )      leg0->AddEntry(hdphi[khidata][icent],"PbPb Data","p");
      if(drawMC) leg0->AddEntry(hdphi[khimc][icent],"PYTHIA + HYDJET","f");
      leg0->Draw();
    }

    if (( !mcOnly ) && ( icent == 2)) {
      //drawText("#sqrt{s_{NN}}=2.76 TeV ",0.4,0.88,0,15);
      //drawText("#int L dt = 150 #mub^{-1}",0.4,0.75,0,15);
    }

    if ( icent == 1) {
      drawText(Form("p^{#gamma}_{T} > %d GeV/c     |#eta^{#gamma}| < 1.44",etPho),0.15,0.8,0,15);
      drawText(Form("p^{Jet}_{T} > %d GeV/c    |#eta^{Jet}| < 1.6",etJet),0.15,0.7,0,15);
    }

    if ( icent == 0 ) {
      //      drawText("CMS",0.8,0.9,1);
      //      drawText("pp       #int L dt = 231 nb^{-1}",0.4,0.68,1,15);                                                                     
    }


    if ( icent == 3)
      drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.313,0.6,0,15);
    else
      drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.1,0.6,0,15);

    if ( icent == 3)
      drawText("(a)",0.275,0.8,1);
    if ( icent == 2)
      drawText("(b)",0.05,0.8,1);
    if ( icent == 1)
      drawText("(c)",0.05,0.8,1);
    if ( icent == 0)
      drawText("(d)",0.05,0.8,1);
    
    double bottomY = 0.0009;
    double pi = TMath::Pi();

    drawPatch(-0.5,bottomY/100,pi+0.5,bottomY);

    bottomY = 0.0005;
    drawText("0",0.05,bottomY,0,18,false);
    drawText("#frac{1}{3}#pi",pi/3-0.05,bottomY,0,18,0);
    drawText("#frac{2}{3}#pi",2*pi/3-0.05,bottomY,0,18,0);
    if ( icent==0) 
      drawText("#pi",pi-0.1,bottomY,0,18,0);
    drawText("#Delta#phi_{J#gamma}",pi/2.-0.1,bottomY-0.0002,0,18,0);
    
  }
  


  gPad->RedrawAxis();
  c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.pdf");
  //c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.png");
  //c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.gif");
  //c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.C");
  
  ////////////////////////////// summary plots
  TCanvas *c2 = new TCanvas("c2","",350,350);
  TH1D* hTemp2 = new TH1D("htemp2",";N_{part};<x_{J#gamma}>",100,-20,400);
  hTemp2->SetNdivisions(505);
  handsomeTH1(hTemp2,1);
  handsomeTGraph(mxhidata,2);
  mxhidata->SetMarkerStyle(20);
  handsomeTGraph(mxhimc,1);
  mxhimc->SetMarkerStyle(24);
  //  handsomeTGraph(mxppdata,1);
  //  mxppdata->SetMarkerStyle(21);
  handsomeTGraph(mxppmc,1);
  mxppmc->SetMarkerStyle(25);
  
    
  hTemp2->SetAxisRange(0.6,1.1,"Y");
  hTemp2->DrawCopy();
  //  TH1D* hMXpp2013_2 = new TH1D("hmxpp2013_2","",1,-10,370);
  //  hMXpp2013_2->SetBinContent(1,hMXpp2013->GetBinContent(1));
  //  if ( !mcOnly )   drawSys(hMXpp2013_2,sysMxpp,kGreen,3001);
  if ( !mcOnly )   drawSys(mxhidata,sysMx,10);
  
  // mxppmc->Draw("p");
  //  if ( !mcOnly )   mxppdata->Draw("p");
  if ( !mcOnly )  {
    hMXpp2013[5]->SetMarkerStyle(20);
    for ( int icent = 1 ; icent<=5 ; icent++) {
      drawSys(hMXpp2013[icent],ppSysMx,kGreen,3001);
      hMXpp2013[icent]->DrawCopy("p same");
    }
  }
  if(drawMC) mxhimc->Draw("p same");
  if ( !mcOnly )  mxhidata->Draw("p same");

  hMXpp2013[5]->SetFillStyle(3001);
  hMXpp2013[5]->SetFillColor(kGreen);
  hMXpp2013[5]->SetLineColor(0);
  hDphiPP2013[2]->SetFillStyle(3001);
  hDphiPP2013[2]->SetFillColor(kGreen);
  hDphiPP2013[2]->SetLineColor(0);
  TH1D *dummyHist = new TH1D("dummyHist","",10,0,1);
  dummyHist->SetFillStyle(1001);
  dummyHist->SetMarkerColor(kRed);
  dummyHist->SetFillColor(90);
  dummyHist->SetLineColor(0);
  
  //// sys bar by energy scale
  /*
  TBox *b1 = new TBox(400-20,0.85 - corrSysMx ,400,  0.85 + corrSysMx);
  b1->SetFillColor(1);
  b1->SetFillStyle(1001);
  if ( !mcOnly )   b1->Draw();
  TBox *b2 = new TBox(400-20+3,0.85 - corrSysMx+ 0.002 ,400-3,  0.85 + corrSysMx- 0.002);
  b2->SetFillColor(0);
  b2->SetFillStyle(1001);
  if ( !mcOnly )   b2->Draw();
  */
  //  drawText("Common uncertainty due to jet ",0.35,0.25,0,15);
  //  drawText("energy scale & photon purity",0.35,0.2,0,15);
  //  drawText("#sqrt{s_{NN}}=2.76 TeV ",0.5,0.85,0,15);
  //  drawText("#int L dt = 150 #mub^{-1}",0.5,0.72,0,15);
  //  drawText("(a)",0.22,0.87,1);
  drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.7,0.75,0);
  drawCMSppPbPb(0.1,0.95,12);
  //  drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.5,0.38,0);
  // drawText("CMS",0.78,0.88,1);

  TLegend *leg4 =  new TLegend(0.1630303,0.6054839,0.7590909,0.8931183,NULL,"brNDC");
  easyLeg(leg4,"");
  //  if ( !mcOnly )  leg4->AddEntry(mxppdata,"pp Data 231nb^{-1}","p");
  if ( !mcOnly ) leg4->AddEntry(dummyHist,"PbPb Data","fp");
  if ( !mcOnly )  leg4->AddEntry(hMXpp2013[5],"pp Data","fp");
  if ( !mcOnly )  leg4->AddEntry(hDphiPP2013[2],"Smeared pp reference","fp");
  if(drawMC) leg4->AddEntry(mxhimc,"PYTHIA + HYDJET","p");
  //  leg4->AddEntry(mxppmc,"PYTHIA","p");




  //  leg4->AddEntry(hSysTemp,"Sys. Uncertainty","f");                                                                                         
  leg4->Draw();


  gPad->RedrawAxis();
  
  c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.pdf");
  //c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.png");
  //c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.gif");
  //c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.C");
  
  ////////////////////////////// rx 
  TCanvas *c3 = new TCanvas("c3","",350,350);

  TH1D* hTemp3 = new TH1D("htemp2",";N_{part};R_{J#gamma}",100,-20,400);
  hTemp3->SetNdivisions(505);
  handsomeTH1(hTemp3,1);
  handsomeTGraph(rxhidata,2);
  rxhidata->SetMarkerStyle(20);
  handsomeTGraph(rxhimc,1);
  rxhimc->SetMarkerStyle(24);
  handsomeTGraph(rxppdata,1);
  rxppdata->SetMarkerStyle(21);
  handsomeTGraph(rxppmc,1);
  rxppmc->SetMarkerStyle(25);

  hTemp3->SetAxisRange(0.41,1.,"Y");
  hTemp3->Draw();


  // Ratio
  // DivideTG(rxppdata,rxppmc);
  // DivideTG(rxhidata,rxhimc);
  //////////////////////////////////////////////
  //  TH1D* hdphi2013_2 = new TH1D("hdphi2013_2","",1,-10,370);
  //  hdphi2013_2->SetBinContent(1,hRpp2013->GetBinContent(1));
  //  if ( !mcOnly )   drawSys(hdphi2013_2,sysRpp,kGreen,3001);
  if ( !mcOnly )   drawSys(rxhidata,sysR,10);
  //  if ( !mcOnly )   drawSys(rxppdata,sysRpp,10);
  // jumSun(-10,1,400,1);
  if(drawMC) rxhimc->Draw("p");
  //  rxppmc->Draw("p");
  //  if ( !mcOnly )   rxppdata->Draw("p");
  if ( !mcOnly )   {
    hRpp2013[5]->SetMarkerStyle(20);
    for ( int icent =1 ; icent<=5 ; icent++) { 
      drawSys(hRpp2013[icent],ppSysR,kGreen,3001);
      hRpp2013[icent]->Draw("same");
    }
  }
  if ( !mcOnly )   rxhidata->Draw("p same");
  //  drawText(Form("p^{#gamma}_{T} > %d GeV/c",etPho),0.6,0.75,0,15);
  //  drawText(Form("p^{Jet}_{T} > %d GeV/c",etJet),0.6,0.67,0,15);
  //  drawText("CMS",0.78,0.88,1);
  //  drawText("(b)",0.22,0.87,1);
  drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.7,0.75,0);
  drawCMSppPbPb(0.1,0.95,12);

  leg4->Draw();
  gPad->RedrawAxis();

  c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.pdf");
  //c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.png");
  //c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.gif");
  //c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.C");
  
  TCanvas *c4 = new TCanvas("c4","",350,350);

  TH1D* hTemp4 = new TH1D("htemp2",";N_{part};#sigma(#Delta#phi_{J#gamma})",100,-20,400);
  hTemp4->SetNdivisions(505);
  handsomeTH1(hTemp4,1);
  handsomeTGraph(dphihidata,2);
  dphihidata->SetMarkerStyle(20);
  handsomeTGraph(dphihimc,1);
  dphihimc->SetMarkerStyle(24);
  handsomeTGraph(dphippdata,1);
  dphippdata->SetMarkerStyle(21);
  handsomeTGraph(dphippmc,1);
  dphippmc->SetMarkerStyle(25);

  hTemp4->SetAxisRange(0,.5,"Y");
  hTemp4->Draw();
  
                                                                                 
  // TH1D* h2013_3 = new TH1D("hdphi2013_3","",1,-10,370);
  //  h2013_3->SetBinContent(1,hDphiPP2013->GetBinContent(1));

  //  if ( !mcOnly )  drawSys(h2013_3,sysDphipp,kGreen,3001);
  if ( !mcOnly )  drawSys(dphihidata,sysDphi,10);
  if(drawMC) dphihimc->Draw("p same");
  // dphippmc->Draw("p");
  //  if ( !mcOnly )  dphippdata->Draw("p");
  for ( int icent=1 ; icent<=5 ; icent++){
    drawSys(hDphiPP2013[icent], hDphiPPUnc, kGreen,3001);
  }
  
  TH1D* hDphiPP2013Temp = new TH1D("hDphiPP2013Temp","",1,380,400);
  hDphiPP2013Temp->SetBinContent(1,0.27);
  hDphiPP2013[5]->SetMarkerStyle(20);
  for ( int icent=1 ; icent<=5 ; icent++){ 
    hDphiPP2013[icent]->Draw("same");
  }
  if ( !mcOnly )  dphihidata->Draw("p");

  // TLegend *legDphi =  new TLegend(0.32,0.18,0.93,0.7,NULL,"brNDC");
  // easyLeg(legDphi,"");
  // legDphi->SetTextSize(17);
  // //  drawText("|#Delta#phi_{J#gamma}| > #frac{2}{3}#pi",0.5,0.38,0);
  // //  drawText("Fit : #frac{e^{#frac{|#Delta#phi_{J#gamma}|-#pi}{#sigma}}}{#sigma(1-e^{-#pi/#sigma})}",0.5,0.23,0);
  // legDphi->Draw();
  // //  drawText("(a)",0.22,0.87,1);
  // //  drawText("CMS",0.78,0.88,1);


  TH1D* hSysTemp = new TH1D("hSystemp","",1,0,1);
  hSysTemp->SetFillColor(newYellow);
  hSysTemp->SetLineColor(newYellow);

  leg4->Draw();

  drawText(Form("p^{#gamma}_{T} > %d GeV/c     |#eta^{#gamma}| < 1.44",etPho),0.25,0.3,0,15);
  drawText(Form("p^{Jet}_{T} > %d GeV/c    |#eta^{Jet}| < 1.6",etJet),0.25,0.2,0,15);
  drawCMSppPbPb(0.1,0.95,12);

  gPad->RedrawAxis();
  c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.pdf");
  //c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.png");
  //c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.gif");
  //c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.C");

   // // print numbers
   // std::cout << " Summary of Points for PbPb " << std::endl;
   // PrintGraphAndSys(dphihidata,sysDphi);
   // PrintGraphAndSys(mxhidata,sysMx);
   // PrintGraphAndSys(rxhidata,sysR);

   // std::cout << " Summary of Points for PYTHIA + HYDJET " << std::endl;
   // PrintGraph(dphihimc);
   // PrintGraph(mxhimc);
   // PrintGraph(rxhimc);

   //   std::cout << " Summary of Points for pp " << std::endl;
   //  PrintGraphAndSys(dphippdata[5],sysDphipp);
   //  PrintGraphAndSys(mxppdata[5],sysMxpp);
   // PrintGraphAndSys(rxppdata[5],sysRpp);


   
   /*
   TCanvas *c5 = new TCanvas("c5","",500,500);
   hxgj[khidata][0]->SetAxisRange(-.2,2.5,"Y");
   hxgj[khidata][0]->SetNdivisions(505);
   fixedFontHist(hxgj[khidata][0],1,1.35);
   handsomeTH1(hxgj[khidata][0],2);
   hxgj[khidata][0]->GetYaxis()->SetTitleOffset(1.5);
   hxgj[khidata][0]->DrawCopy("");
   handsomeTH1(hxgj[kppdata13][5],4);
   hxgj[kppdata13][5]->Draw("same hist");
   onSun(0,0,2,0);
   */
}