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;
}
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()));
}
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;
}
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;
}
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;
}
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;
}
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;
}
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;
}
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()));
}
/**
*
*
* @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();
}
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");
}
/* ***************************************************************************************************************** */
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", ×tamp, "timestamp/l"); // 64 bit unsigned integer (ULong64_t)
tree[i]->Branch("timestampDouble", ×tampDouble, "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 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();
}
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;
}
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;
}
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");
}
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;
}
// -----------------------------------------------------------------------------
//
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;
}
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();
}
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();
}
}
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*@0+@1*@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;
}
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");
*/
}
// -----------------------------------------------------------------------------
//
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;
}
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;
}
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());
}
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");
}
}
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);
*/
}