// Modes: linear or log
plotHistogram(const char* canvas, const char* mode, const char* title,
double xlo, double xhi, int nbin,
double* sig, double* sigerr, double* bgr, double* bgrerr)
{
TCanvas *c
= new TCanvas(canvas,"SPR Classifier Output",200,10,600,400);
gStyle->SetPalette(1);
TLegend *leg = new TLegend(0.1,0.85,0.5,1.,"Classifier Output","NDC");
double dx = (xhi-xlo) / nbin;
TH1D* hs = new TH1D("signal", title,nbin,xlo,xhi);
TH1D* hb = new TH1D("background",title,nbin,xlo,xhi);
leg->AddEntry(hs,"Signal","L");
leg->AddEntry(hb,"Background","L");
for( int i=0;i<nbin;i++ ) {
hs->SetBinContent(i+1,sig[i]);
hs->SetBinError(i+1,sigerr[i]);
hb->SetBinContent(i+1,bgr[i]);
hb->SetBinError(i+1,bgrerr[i]);
}
TPad* pad = new TPad("pad","pad",0,0,1,1);
if( strcmp(mode,"log") == 0 ) pad->SetLogy(1);
pad->Draw();
pad->cd();
hs->SetLineColor(2);
hs->SetLineWidth(3);
hb->SetLineColor(4);
hb->SetLineWidth(3);
hb->Draw();
hs->Draw("same");
leg->Draw();
}
void LHCHiggsExample()
{
#ifdef __CINT__
gROOT->LoadMacro("LHCHiggsUtils.C");
#endif
SetLHCHiggsStyle();
TCanvas* c1 = new TCanvas("c1","Higgs Cross Section",50,50,600,600);
TPad* thePad = (TPad*)c1->cd();
thePad->SetLogy();
Double_t ymin=1.e-2; Double_t ymax=1.e2;
Double_t xmin=90.00; Double_t xmax=600.;
TH1F *h1 = thePad->DrawFrame(xmin,ymin,xmax,ymax);
h1->SetYTitle("#sigma_{pp #rightarrow H} [pb]");
h1->SetXTitle("M_{H} [GeV]");
h1->GetYaxis()->SetTitleOffset(1.4);
h1->GetXaxis()->SetTitleOffset(1.4);
//h1->GetXaxis()->SetNdivisions(5);
h1->Draw();
myText(0.2,0.88,1,"#sqrt{s}= 13 TeV");
myBoxText(0.55,0.67,0.05,5,"NNLO QCD");
LHCHIGGS_LABEL(0.98,0.725);
myText(0.2,0.2,1,"Preliminary");
c1->Print("LHCHiggsExample.eps");
c1->Print("LHCHiggsExample.png");
c1->Print("LHCHiggsExample.pdf");
}
/**
* Draw the Poisson estimate of the occupancy in a given ring.
*
* @param p List
* @param d Detector
* @param r Ring
*
* @return The occupancy (in percent)
*
* @deprecated Use QATrender instead
* @ingroup pwglf_forward_scripts_qa
*/
Double_t
DrawRingOccupancy(TList* p, UShort_t d, Char_t r)
{
if (!p) return 0;
TList* ring = static_cast<TList*>(p->FindObject(Form("FMD%d%c",d,r)));
if (!ring) {
Error("DrawOccupancy", "List FMD%d%c not found in %s",d,r,p->GetName());
return 0;
}
TH1* corr = static_cast<TH1*>(ring->FindObject("occupancy"));
if (!corr) {
Error("DrawRingOccupancy", "Histogram occupancy not found in FMD%d%c",
d, r);
return 0;
}
corr->Rebin(4);
TPad* pad = static_cast<TPad*>(gPad);
pad->SetGridy();
pad->SetGridx();
pad->SetLogy();
pad->SetFillColor(0);
pad->SetRightMargin(0.01);
#if 0
if (d == 3) {
pad->SetPad(pad->GetXlowNDC(), pad->GetYlowNDC(), .99,
pad->GetYlowNDC()+pad->GetHNDC());
pad->SetRightMargin(0.15);
}
#endif
corr->Draw("hist");
TLatex* ltx = new TLatex(.95, .95, Form("FMD%d%c", d, r));
ltx->SetNDC();
ltx->SetTextAlign(33);
ltx->SetTextSize(.08);
ltx->Draw();
return corr->GetMean();
}
void EMCDistribution(TString gain = "CALIB", bool log_scale = false)
{
TText *t;
TCanvas *c1 = new TCanvas(
"EMCDistribution_" + gain + TString(log_scale ? "_Log" : "") + cuts,
"EMCDistribution_" + gain + TString(log_scale ? "_Log" : "") + cuts, 1800,
1000);
c1->Divide(8, 8, 0., 0.01);
int idx = 1;
TPad *p;
for (int iphi = 8 - 1; iphi >= 0; iphi--)
{
for (int ieta = 0; ieta < 8; ieta++)
{
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
p->SetGridx(0);
p->SetGridy(0);
TString hname = Form("hEnergy_ieta%d_iphi%d", ieta, iphi) + TString(log_scale ? "_Log" : "");
TH1 *h = NULL;
if (log_scale)
h = new TH1F(hname,
Form(";Calibrated Tower Energy Sum (GeV);Count / bin"), 300,
5e-3, 3096);
else
// h = new TH1F(hname,
// Form(";Calibrated Tower Energy Sum (GeV);Count / bin"), 196,
// 1900, 2096);
h = new TH1F(hname,
Form(";Calibrated Tower Energy Sum (GeV);Count / bin"), 596,
-96, 500);
h->SetLineWidth(0);
h->SetLineColor(kBlue + 3);
h->SetFillColor(kBlue + 3);
h->GetXaxis()->SetTitleSize(.09);
h->GetXaxis()->SetLabelSize(.08);
h->GetYaxis()->SetLabelSize(.08);
if (log_scale)
QAHistManagerDef::useLogBins(h->GetXaxis());
T->Draw(
"TOWER_" + gain + "_CEMC[].get_energy_power_law_exp()>>" + hname,
Form(
"TOWER_%s_CEMC[].get_bineta()==%d && TOWER_%s_CEMC[].get_binphi()==%d",
gain.Data(), ieta, gain.Data(), iphi),
"");
TText *t = new TText(.9, .9, Form("Col%d Row%d", ieta, iphi));
t->SetTextAlign(33);
t->SetTextSize(.15);
t->SetNDC();
t->Draw();
// return;
}
}
SaveCanvas(c1,
TString(_file0->GetName()) + TString("_DrawPrototype3EMCalTower_") + TString(c1->GetName()), false);
}
void EMCDistribution_PeakSample_Fast(bool full_gain = false)
{
const TString gain = "RAW";
TString hname = "EMCDistribution_" + gain + TString(full_gain ? "_FullGain" : "") + cuts;
TH2 *h2 = NULL;
{
if (full_gain)
{
h2 = new TH2F(hname,
Form(";Calibrated Tower Energy Sum (ADC);Count / bin"), 100,
.05 * 100, 25 * 100, 64, -.5, 63.5);
QAHistManagerDef::useLogBins(h2->GetXaxis());
}
else
{
h2 = new TH2F(hname,
Form(";Calibrated Tower Energy Sum (ADC);Count / bin"), 260,
-.2 * 100, 5 * 100, 64, -.5, 63.5);
}
T->Draw(
"TOWER_" + gain + "_CEMC[].get_bineta() + 8* TOWER_" + gain + "_CEMC[].get_binphi():(TOWER_RAW_CEMC[].signal_samples[10] - TOWER_RAW_CEMC[].signal_samples[0])*(-1)>>" + hname, "", "goff");
}
TText *t;
TCanvas *c1 = new TCanvas(
"EMCDistribution_PeakSample_Fast_" + TString(full_gain ? "_FullGain" : "") + cuts,
"EMCDistribution_PeakSample_Fast_" + TString(full_gain ? "_FullGain" : "") + cuts, 1800, 950);
c1->Divide(8, 8, 0., 0.01);
int idx = 1;
TPad *p;
for (int iphi = 8 - 1; iphi >= 0; iphi--)
{
for (int ieta = 0; ieta < 8; ieta++)
{
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
if (full_gain)
{
p->SetLogx();
}
p->SetGridx(0);
p->SetGridy(0);
TString hname = Form("hEnergy_ieta%d_iphi%d", ieta, iphi) + TString(full_gain ? "_FullGain" : "");
TH1 *h = h2->ProjectionX(hname, ieta + 8 * iphi + 1,
ieta + 8 * iphi + 1); // axis bin number is encoded as ieta+8*iphi+1
h->SetLineWidth(0);
h->SetLineColor(kBlue + 3);
h->SetFillColor(kBlue + 3);
h->GetXaxis()->SetTitleSize(.09);
h->GetXaxis()->SetLabelSize(.08);
h->GetYaxis()->SetLabelSize(.08);
h->Draw();
if (full_gain)
h->Fit("x*gaus", "M");
else
h->Fit("landau", "M");
double peak = -1;
TF1 *fit = ((TF1 *) (h->GetListOfFunctions()->At(0)));
if (fit)
{
fit->SetLineColor(kRed);
peak = fit->GetParameter(1);
}
cout << Form("Finished <Col%d Row%d> = %.1f", ieta, iphi, peak)
<< endl;
TText *t = new TText(.9, .9,
Form("<Col%d Row%d> = %.1f", ieta, iphi, peak));
t->SetTextAlign(33);
t->SetTextSize(.15);
t->SetNDC();
t->Draw();
}
}
SaveCanvas(c1,
TString(_file0->GetName()) + TString("_DrawPrototype3EMCalTower_") + TString(c1->GetName()), false);
}
void vs_PlotQCDcomp() {
Bool_t saveC = false;
Bool_t diJets = true;
Bool_t isMC = false;
TString vsSave;
vsSave = "_T07w";
TString jSave;
if(diJets) jSave = "2j";
else jSave = "3j";
TString sample;
if(diJets) sample = "select_1ph_2jets";
else sample = "select_1ph_3jets";
TString FOtag;
if(isMC) FOtag = "_FO_CorrMC";
// else FOtag = "_FO_Corr";
else FOtag = "_FO";
TString sysu = "SYSTUP_";
TString sysd = "SYSTDOWN_";
TString outDir;
outDir = "Plots_PhotonSusyAnalysis/QCDweights/";
// string inputFile1 = "/data/user/vsola/CMSSW_Releases/CMSSW_5_3_9/src/Plots_PhotonSusyAnalysis/Merged_QCD_PhotonJet_T07w_PAT/mergedHistos.root";
// string inputFile1 = "/data/user/vsola/CMSSW_Releases/CMSSW_5_3_9/src/Plots_PhotonSusyAnalysis/Merged_Data_V05w_PAT/mergedHistos.root";
string inputFile1 = "/data/user/vsola/CMSSW_Releases/CMSSW_5_3_9/src/Plots_PhotonSusyAnalysis/PhotonHadReReco_22Jan2013_V05_PAT/mergedHistos.root";
setMyTDRStyle();
gROOT->SetStyle("mytdrStyle");
// gStyle->SetHistMinimumZero();
// gStyle->SetPaintTextFormat("4.2f");
gStyle->SetHistLineWidth(2);
gStyle->UseCurrentStyle();
// gStyle->SetPadTopMargin(1.0);
// gStyle->SetPadLeftMargin(3.2);
// gStyle->SetPadRightMargin(4.5);
// gStyle->SetPadBottomMargin(3.2);
gROOT->ForceStyle(1);
static const Int_t nHt = 7;
static const Int_t nPt = 13;
static const Int_t nMet = 16;
static const Int_t nJet = 15;
Double_t binPt[nPt+1] = {0.,75.,90.,120.,160.,210.,260.,320.,400.,500.,650.,800.,1000.,1500.};
Double_t binHt[nHt+1] = {0.,400.,450.,550.,700.,900.,1200.,1500.};
Double_t binMet[nMet+1] = {0.,10.,20.,30.,40.,50.,60.,70.,80.,90.,100.,120.,160.,200.,270.,350.,500.};
Double_t binJet[nJet+1] = {0.,1.,2.,3.,4.,5.,6.,7.,8.,9.,10.,11.,12.,13.,14.,15};
TLatex *as = new TLatex();
as->SetNDC(true);
as->SetTextColor(12);
as->SetTextFont(43);
as->SetTextSize(19);
TLegend *legend = new TLegend(0.60, 0.70, 0.75, 0.85, "");
legend->SetFillColor(10);
legend->SetFillStyle(1001);
legend->SetTextSize(0.04);
legend->SetBorderSize(0);
legend->SetShadowColor(0);
std::string outLumi = "CMS Work in Progress - QCD MC #sqrt{s} = 8 TeV - #geq 1 #gamma, #geq 2 j";
TFile* f1 = TFile::Open( inputFile1.c_str() );
//photon Pt
TCanvas * cPt = new TCanvas("cPt","cPt");
TH1F* hpt = (TH1F*) f1->Get( sample+"/PreselCut_photonPt" );
TH1F* hptFO = (TH1F*) f1->Get( sample+FOtag+"/PreselCut_photonPt" );
TH1F *hptR = (TH1F*) hpt->Rebin(nPt,hpt->GetTitle(),binPt);
if (hptR->GetSumw2N() == 0)
hptR->Sumw2();
TH1F *hptFOR = (TH1F*) hptFO->Rebin(nPt,hptFO->GetTitle(),binPt);
if (hptFOR->GetSumw2N() == 0)
hptFOR->Sumw2();
TH1F* hptSU = (TH1F*) f1->Get( sample+FOtag+"/PreselCut_"+sysu+"photonPt" );
TH1F* hptSD = (TH1F*) f1->Get( sample+FOtag+"/PreselCut_"+sysd+"photonPt" );
TH1F *hptSUR = (TH1F*) hptSU->Rebin(nPt,hptSU->GetTitle(),binPt);
if (hptSUR->GetSumw2N() == 0)
hptSUR->Sumw2();
TH1F *hptSDR = (TH1F*) hptSD->Rebin(nPt,hptSD->GetTitle(),binPt);
if (hptSDR->GetSumw2N() == 0)
hptSDR->Sumw2();
if ( hptFOR != 0 ) {
for (int b = 0; b < hptFOR->GetNbinsX(); b++) {
Double_t mainHistoContent = hptFOR->GetBinContent(b);
Double_t systUpHistoContent = hptSUR->GetBinContent(b);
Double_t systDnHistoContent = hptSDR->GetBinContent(b);
Double_t systDiffUp = fabs( (double) systUpHistoContent - mainHistoContent );
Double_t systDiffDn = fabs( (double) mainHistoContent - systDnHistoContent );
// use average error for histogram
Double_t systDiff = ( systDiffUp + systDiffDn ) / 2.;
Double_t statErr = hptFOR->GetBinError(b);
Double_t combError = sqrt( systDiff * systDiff + statErr * statErr );
hptFOR->SetBinError(b, combError);
} //for
}//if
cPt->SetLogy(1);
gPad->Update();
cPt->Update();
// hptR->Scale(1,"width");
// hptR->SetMinimum(0.02);
// hptR->SetMaximum(1000);
hptR->GetXaxis()->SetTitle("1^{st} photon p_{T} [GeV]");
hptR->GetYaxis()->SetTitle("Number of Events / GeV");
if(isMC) hptR->SetMarkerSize(0);
if(isMC) hptR->Draw("histE");
else hptR->Draw("E X0");
hptFOR->SetMarkerSize(0);
hptFOR->SetLineColor(2);
hptFOR->SetFillColor(2);
hptFOR->SetFillStyle(3004);
hptFOR->Draw("same hist ][ E2");
legend->Clear();
if(isMC) legend->SetHeader("#gamma/QCD (Sim)");
else legend->SetHeader("#gamma/QCD (Data)");
if(isMC) legend->AddEntry(hptR, "#gamma", "l");
else legend->AddEntry(hptR, "#gamma", "p");
legend->AddEntry(hptFOR, "Pred (from #gamma_{jet})", "f");
legend->Draw();
as->DrawLatex(0.17, 0.93, outLumi.c_str() );
cPt->Update();
cPt->SetBottomMargin(0.2 + 0.8 * cPt->GetBottomMargin() - 0.2 * cPt->GetTopMargin());
TPad *ratioPt = new TPad("BottomPad", "", 0, 0, 1, 1);
ratioPt->SetTopMargin(0.8 - 0.8 * ratioPt->GetBottomMargin() + 0.2 * ratioPt->GetTopMargin());
ratioPt->SetFillStyle(0);
ratioPt->SetFrameFillColor(10);
ratioPt->SetFrameBorderMode(0);
ratioPt->Draw();
ratioPt->cd();
ratioPt->SetLogy(0);
TH1F *hptRat = (TH1F*) divideHistosForRatio(hptR,hptFOR);
hptRat->SetMinimum(0.);
hptRat->SetMaximum(10.);
hptRat->GetXaxis()->SetNdivisions(505);
if(isMC) hptRat->GetYaxis()->SetTitle("Sim/Pred");
else hptRat->GetYaxis()->SetTitle("Data/Pred");
hptRat->GetYaxis()->SetTitleSize(0.04);
hptRat->GetYaxis()->SetLabelSize(0.03);
hptRat->GetYaxis()->SetTitleOffset(1.3);
hptRat->GetYaxis()->SetNdivisions(505);
hptRat->SetMarkerStyle(20);
hptRat->SetMarkerSize(1);
hptRat->SetMarkerColor(1);
hptRat->SetLineColor(1);
hptRat->Draw("E X0");
TH1F *hptFRat = (TH1F*) getSystErrForRatio(hptFOR);
hptFRat->SetLineColor(2);
hptFRat->SetFillColor(2);
hptFRat->SetFillStyle(3004);
hptFRat->Draw("same hist ][ E2");
TLine * line = new TLine( hptRat->GetXaxis()->GetXmin(), 1., hptRat->GetXaxis()->GetXmax(), 1. );
line->SetLineColor(1);
line->SetLineWidth(0.5);
line->SetLineStyle(1);
line->Draw("same");
hptR->GetXaxis()->SetLabelSize(0);
hptR->GetXaxis()->SetTitle("");
cPt->RedrawAxis();
gPad->Update();
cPt->Update();
return;
}
void QA_Draw_CEMC_G4Hit(
const char *qa_file_name_new =
"/phenix/u/jinhuang/links/ePHENIX_work/sPHENIX_work/production_analysis_updates/spacal1d/fieldmap/G4Hits_sPHENIX_pi-_eta0.30_32GeV-0000.root_qa.root",
const char *qa_file_name_ref =
"/phenix/u/jinhuang/links/ePHENIX_work/sPHENIX_work/production_analysis_updates/spacal1d/fieldmap/G4Hits_sPHENIX_pi+_eta0.30_32GeV-0000.root_qa.root")
{
SetsPhenixStyle();
TVirtualFitter::SetDefaultFitter("Minuit2");
TFile *qa_file_new = new TFile(qa_file_name_new);
assert(qa_file_new->IsOpen());
TFile *qa_file_ref = NULL;
if (qa_file_name_ref)
{
qa_file_ref = new TFile(qa_file_name_ref);
assert(qa_file_ref->IsOpen());
}
TCanvas *c1 = new TCanvas("QA_Draw_CEMC_G4Hit", "QA_Draw_CEMC_G4Hit", 1800, 900);
c1->Divide(4, 2);
int idx = 1;
TPad *p;
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogz();
TH2F *h_QAG4Sim_CEMC_G4Hit_XY = (TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_XY", "TH2F");
assert(h_QAG4Sim_CEMC_G4Hit_XY);
h_QAG4Sim_CEMC_G4Hit_XY->GetYaxis()->SetTitleOffset(1.5);
h_QAG4Sim_CEMC_G4Hit_XY->Draw("COLZ");
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogz();
TH2F *h_QAG4Sim_CEMC_G4Hit_RZ = (TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_RZ", "TH2F");
assert(h_QAG4Sim_CEMC_G4Hit_RZ);
h_QAG4Sim_CEMC_G4Hit_RZ->GetYaxis()->SetTitleOffset(1.5);
h_QAG4Sim_CEMC_G4Hit_RZ->Draw("COLZ");
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogz();
{
TH2F *h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection =
(TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection);
TH1D *proj_new =
h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection->ProjectionX(
"qa_file_new_h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection_px");
proj_new->Scale(1. / proj_new->GetSum());
TH1D *proj_ref = NULL;
if (qa_file_ref)
{
TH2F *h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection =
(TH2F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection);
proj_ref = h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection->ProjectionX(
"qa_file_ref_h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection_px");
proj_ref->Scale(1. / proj_ref->GetSum());
}
proj_new->GetYaxis()->SetTitle("Normalized energy distribution");
proj_new->GetXaxis()->SetRangeUser(-10, 10);
DrawReference(proj_new, proj_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogz();
{
TH2F *h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection =
(TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection);
TH1D *proj_new =
h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection->ProjectionY(
"qa_file_new_h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection_py");
proj_new->Scale(1. / proj_new->GetSum());
TH1D *proj_ref = NULL;
if (qa_file_ref)
{
TH2F *h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection =
(TH2F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection);
proj_ref = h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection->ProjectionY(
"qa_file_ref_h_QAG4Sim_CEMC_G4Hit_LateralTruthProjection_py");
proj_ref->Scale(1. / proj_ref->GetSum());
}
proj_new->GetYaxis()->SetTitle("Normalized energy distribution");
proj_new->GetXaxis()->SetRangeUser(-10, 10);
DrawReference(proj_new, proj_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogx();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_HitTime", "TH1F");
assert(h_new);
h_new->Rebin(5);
h_new->Scale(1. / h_new->GetSum());
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_HitTime", "TH1F");
assert(h_ref);
h_ref->Rebin(5);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Normalized energy per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogx();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_FractionTruthEnergy", "TH1F");
assert(h_new);
h_new->Rebin(20);
h_new->Sumw2();
h_new->Scale(1. / h_new->GetSum());
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_FractionTruthEnergy", "TH1F");
assert(h_ref);
h_ref->Rebin(20);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Probability per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogz();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_VSF", "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / h_new->GetSum());
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_VSF", "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Sumw2();
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Probability per bin");
h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogz();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_FractionEMVisibleEnergy", "TH1F");
assert(h_new);
h_new->Rebin(4);
h_new->Sumw2();
h_new->Scale(1. / h_new->GetSum());
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CEMC_G4Hit_FractionEMVisibleEnergy", "TH1F");
assert(h_ref);
h_ref->Rebin(4);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Probability per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
// PutInputFileName(c1, .04, qa_file_name_new, qa_file_name_ref);
SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), true);
}
void
QA_Draw_Calorimeter_Sum_TrackProjEP(
const char * qa_file_name_new =
"/phenix/u/jinhuang/links/ePHENIX_work/sPHENIX_work/production_analysis_updates/spacal1d/fieldmap/G4Hits_sPHENIX_pi-_eta0.30_32GeV-0000.root_qa.root",
const char * qa_file_name_ref =
"/phenix/u/jinhuang/links/ePHENIX_work/sPHENIX_work/production_analysis_updates/spacal1d/fieldmap/G4Hits_sPHENIX_pi+_eta0.30_32GeV-0000.root_qa.root")
//QA_Draw_Calorimeter_Sum_TrackProjEP(const char * qa_file_name_new =
// "data/G4sPHENIXCells_100e24GeV.root_qa.root",
// const char * qa_file_name_ref =
// "data/G4Hits_sPHENIX_e-_eta0_24GeV-0000.root_qa.root")
{
SetOKStyle();
gStyle->SetOptStat(0);
gStyle->SetOptFit(1111);
TVirtualFitter::SetDefaultFitter("Minuit2");
TFile * qa_file_new = new TFile(qa_file_name_new);
assert(qa_file_new->IsOpen());
TFile * qa_file_ref = NULL;
if (qa_file_name_ref)
{
qa_file_ref = new TFile(qa_file_name_ref);
assert(qa_file_ref->IsOpen());
}
// obtain normalization
double Nevent_new = 1;
double Nevent_ref = 1;
// obtain normalization
double Ntrack_new = 0;
double Ntrack_ref = 0;
if (qa_file_new)
{
TH1D * h_norm = (TH1D *) qa_file_new->GetObjectChecked(
TString("h_QAG4Sim_CalorimeterSum_Normalization"), "TH1D");
assert(h_norm);
Nevent_new = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin("Event"));
Ntrack_new = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin("Track"));
}
if (qa_file_ref)
{
TH1D * h_norm = (TH1D *) qa_file_ref->GetObjectChecked(
TString("h_QAG4Sim_CalorimeterSum_Normalization"), "TH1D");
assert(h_norm);
Nevent_ref = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin("Event"));
Ntrack_ref = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin("Track"));
}
TCanvas *c1 = new TCanvas("QA_Draw_Calorimeter_Sum_TrackProjEP",
"QA_Draw_Calorimeter_Sum_TrackProjEP", 1800, 600);
c1->Divide(3, 1);
int idx = 1;
TPad * p;
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
if (Ntrack_new>0)
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CalorimeterSum_TrackProj_3x3Tower_EP", "TH1F");
assert(h_new);
h_new->Sumw2();
h_new->Scale(1. / Ntrack_new);
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CalorimeterSum_TrackProj_3x3Tower_EP", "TH1F");
assert(h_ref);
h_ref->Scale(1. / Ntrack_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / track / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
if (Ntrack_new>0)
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CalorimeterSum_TrackProj_5x5Tower_EP", "TH1F");
assert(h_new);
h_new->Sumw2();
h_new->Scale(1. / Ntrack_new);
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CalorimeterSum_TrackProj_5x5Tower_EP", "TH1F");
assert(h_ref);
h_ref->Scale(1. / Ntrack_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / track / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
if (Nevent_new>0)
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_CalorimeterSum_Cluster_EP", "TH1F");
if (h_new)
{
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_CalorimeterSum_Cluster_EP", "TH1F");
assert(h_ref);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
}
PutInputFileName(c1,0.07, qa_file_name_new, qa_file_name_ref);
SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), true);
}
void determineWorkingPoint(TString algo="csv",TString baseURL="~/scratch0/top-nosyst/plotter.root")
{
float workPoint(0.244);
float sfb(1.020), sfberr(0.04); //from BTV-11-003
float sflight(1.08), sflighterr(0.13); //from BTV-11-002
// float sfb(0.99), sfberr(0.099); //from BTV-11-001
// float sflight(1.07882), sflighterr(0.244); //from BTV-11-001
if(algo=="tche")
{
workPoint=1.7;
sfb=0.95; sfberr=0.095;
sflight=1.08018; sflighterr=0.1125;
}
TObjArray bjets=getDistributionFromPlotter(algo+"b",baseURL);
TObjArray lightjets=getDistributionFromPlotter(algo+"light",baseURL);
TH1F *bDisc=(TH1F *) bjets.At(1);
TH1F *lightDisc=(TH1F *) lightjets.At(1);
setStyle();
gStyle->SetOptFit(0);
TCanvas *cnv = getNewCanvas("c","c",false);
cnv->Clear();
cnv->SetCanvasSize(1200,1200);
cnv->SetWindowSize(1200,1200);
cnv->Divide(2,2);
//draw the discriminator
TPad *p = (TPad *)cnv->cd(1);
bDisc->SetTitle("b");
bDisc->SetLineColor(1);
bDisc->SetMarkerColor(1);
bDisc->SetMarkerStyle(20);
bDisc->SetFillStyle(0);
bDisc->DrawNormalized("histe1");
lightDisc->SetLineColor(1);
lightDisc->SetMarkerColor(1);
lightDisc->SetMarkerStyle(24);
lightDisc->SetFillStyle(0);
lightDisc->SetTitle("udcsg");
lightDisc->DrawNormalized("histe1same");
TLegend *leg=p->BuildLegend();
formatForCmsPublic(p,leg,"CMS simulation",2);
//draw the b/light efficiencies
p=(TPad *)cnv->cd(2);
p->SetLogy();
TGraphAsymmErrors *bEff = getEfficiencyFrom(bDisc);
TGraphAsymmErrors *lightEff = getEfficiencyFrom(lightDisc);
bEff->SetMarkerStyle(20);
bEff->SetFillStyle(0);
bEff->Draw("ap");
bEff->GetXaxis()->SetTitle(bDisc->GetXaxis()->GetTitle());
bEff->GetYaxis()->SetTitle("Efficiency");
lightEff->SetMarkerStyle(24);
lightEff->SetFillStyle(0);
lightEff->Draw("p");
//draw relatively to a given working point
p=(TPad *)cnv->cd(3);
Double_t baseBEff=bEff->Eval(workPoint);
TGraphAsymmErrors *relBEff=new TGraphAsymmErrors;
relBEff->SetMarkerStyle(20);
relBEff->SetFillStyle(0);
Double_t baseLightEff=lightEff->Eval(workPoint);
TGraphAsymmErrors *relLightEff=new TGraphAsymmErrors;
relLightEff->SetMarkerStyle(24);
relLightEff->SetFillStyle(0);
for(int ip=0; ip<bEff->GetN(); ip++)
{
Double_t cut, y,ey;
bEff->GetPoint(ip,cut,y); ey = bEff->GetErrorY(ip);
Double_t relEff(y/baseBEff);
if(relEff<sfb+2*sfberr && relEff>sfb-2*sfberr)
{
int ipt=relBEff->GetN();
relBEff->SetPoint(ipt,cut,relEff);
relBEff->SetPointError(ipt,0,0,ey/baseBEff,ey/baseBEff);
}
lightEff->GetPoint(ip,cut,y); ey = lightEff->GetErrorY(ip);
relEff=y/baseLightEff;
// if(relEff<sflight+7*sflighterr && relEff>sflight-7*sflighterr)
if(relEff<sflight+3*sflighterr && relEff>sflight-3*sflighterr)
{
int ipt=relLightEff->GetN();
relLightEff->SetPoint(ipt,cut,relEff);
relLightEff->SetPointError(ipt,0,0,ey/baseLightEff,ey/baseLightEff);
}
}
relLightEff->Draw("ap");
relLightEff->GetXaxis()->SetTitle( bDisc->GetXaxis()->GetTitle() );
relLightEff->GetYaxis()->SetTitle( "#varepsilon/#varepsilon_{0}" );
relLightEff->Fit("expo","Q+");
TF1 *ffunc=relLightEff->GetFunction("expo");
float newLightCut=(TMath::Log(sflight)-ffunc->GetParameter(0))/ffunc->GetParameter(1);
float newLightCutErrPlus=(TMath::Log(sflight+sflighterr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newLightCut;
float newLightCutErrMinus=(TMath::Log(sflight-sflighterr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newLightCut;
TArrow *lightArrow = new TArrow(newLightCut, sflight-3*sflighterr, newLightCut, sflight-3*sflighterr*0.8, 0.02, "<|");
lightArrow->SetLineColor(kGray+2);
lightArrow->SetFillColor(kGray+2);
lightArrow->Draw("SAME <|");
relBEff->Draw("p");
relBEff->Fit("expo","Q+");
ffunc=relBEff->GetFunction("expo");
float newBCut=(TMath::Log(sfb)-ffunc->GetParameter(0))/ffunc->GetParameter(1);
float newBCutErrPlus=(TMath::Log(sfb+sfberr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newBCut;
float newBCutErrMinus=(TMath::Log(sfb-sfberr)-ffunc->GetParameter(0))/ffunc->GetParameter(1)-newBCut;
cout << sfb << " " << sfb+sfberr << " " << sfb-sfberr << endl;
TArrow *bArrow = new TArrow(newBCut, sflight-3*sflighterr, newBCut, sflight-3*sflighterr*0.8, 0.02, "<|");
bArrow->Draw("SAME <|");
//draw epsilon_b vs epsilon_q
p=(TPad *)cnv->cd(4);
p->SetLogy();
TGraphAsymmErrors *perf=new TGraphAsymmErrors;
perf->SetName("algoperformance");
perf->SetMarkerStyle(20);
perf->SetFillStyle(0);
for(int ip=0; ip<bEff->GetN(); ip++)
{
Double_t cut;
Double_t x,ex; bEff->GetPoint(ip,cut,x); ex = bEff->GetErrorY(ip);
Double_t y,ey; lightEff->GetPoint(ip,cut,y); ey = lightEff->GetErrorY(ip);
perf->SetPoint(ip,x,y);
perf->SetPointError(ip,ex,ex,ey,ey);
}
perf->Draw("ap");
perf->GetXaxis()->SetTitle( bEff->GetTitle() );
perf->GetYaxis()->SetTitle( lightEff->GetTitle() );
//new performance expected after applying the new cuts
TGraphAsymmErrors *newperf=new TGraphAsymmErrors;
newperf->SetName("newalgoperformance");
newperf->SetMarkerStyle(24);
newperf->SetFillStyle(0);
newperf->SetLineWidth(2);
newperf->SetLineColor(kRed);
newperf->SetLineColor(kRed);
newperf->SetPoint(0,baseBEff*sfb,baseLightEff*sflight);
newperf->SetPointError(0,baseBEff*sfberr,baseBEff*sfberr,baseLightEff*sflighterr,baseLightEff*sflighterr);
newperf->Draw("p");
cnv->Modified();
cnv->Update();
cnv->SaveAs("discFlavor.C");
cnv->SaveAs("discFlavor.png");
cout << "[determineWorkingPoint]" << endl
<< "To emulate the measured scale-factors you can use the following new cuts per jet flavor" << endl
<< "SF-b : " << newBCut << " +" << newBCutErrPlus << " " << newBCutErrMinus << endl
<< "SF-light : " << newLightCut << " +" << newLightCutErrPlus << " " << newLightCutErrMinus << endl;
}
void limit()
{
//=========Macro generated from canvas: limit/limit
//========= (Thu Apr 27 14:38:33 2017) by ROOT version6.02/05
TCanvas *limit = new TCanvas("limit", "limit",0,0,600,600);
gStyle->SetOptFit(1);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
limit->SetHighLightColor(2);
limit->Range(0,0,1,1);
limit->SetFillColor(0);
limit->SetBorderMode(0);
limit->SetBorderSize(2);
limit->SetLeftMargin(0.16);
limit->SetRightMargin(0.04);
limit->SetTopMargin(0.06);
limit->SetBottomMargin(0.12);
limit->SetFrameFillStyle(0);
limit->SetFrameBorderMode(0);
// ------------>Primitives in pad: pad
TPad *pad = new TPad("pad", "pad",0,0,1,1);
pad->Draw();
pad->cd();
pad->Range(-59.99999,-2.046818,1565,15.01);
pad->SetFillColor(0);
pad->SetBorderMode(0);
pad->SetLogy();
pad->SetBorderSize(2);
pad->SetTickx(1);
pad->SetTicky(1);
pad->SetLeftMargin(0.16);
pad->SetRightMargin(0.04);
pad->SetTopMargin(0.06);
pad->SetBottomMargin(0.12);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
pad->SetFrameFillStyle(0);
pad->SetFrameBorderMode(0);
TH1F *tmp01 = new TH1F("tmp01","Graph",100,200,1500);
tmp01->SetMinimum(0.);
tmp01->SetMaximum(13.98659);
tmp01->SetStats(0);
tmp01->SetLineStyle(0);
tmp01->SetMarkerStyle(20);
tmp01->GetXaxis()->SetTitle("m_{H} (GeV)");
tmp01->GetXaxis()->SetLabelFont(42);
tmp01->GetXaxis()->SetLabelOffset(0.01);
tmp01->GetXaxis()->SetTitleSize(0.05);
tmp01->GetXaxis()->SetTickLength(0.02);
tmp01->GetXaxis()->SetTitleOffset(1.08);
tmp01->GetXaxis()->SetTitleFont(42);
tmp01->GetYaxis()->SetTitle("95% CL limit on #sigma/#sigma_{SM}");
tmp01->GetYaxis()->SetLabelFont(42);
tmp01->GetYaxis()->SetLabelOffset(0.007);
tmp01->GetYaxis()->SetTitleSize(0.05);
tmp01->GetYaxis()->SetTickLength(0.02);
tmp01->GetYaxis()->SetTitleOffset(1.56);
tmp01->GetYaxis()->SetTitleFont(42);
tmp01->GetZaxis()->SetLabelFont(42);
tmp01->GetZaxis()->SetLabelOffset(0.007);
tmp01->GetZaxis()->SetTitleSize(0.05);
tmp01->GetZaxis()->SetTickLength(0.02);
tmp01->GetZaxis()->SetTitleFont(42);
tmp01->Draw("AXIS");
TH1F *tmp02 = new TH1F("tmp02","Graph",100,200,1500);
tmp02->SetMinimum(0);
tmp02->SetMaximum(13.98659);
tmp02->SetStats(0);
tmp02->SetLineStyle(0);
tmp02->SetMarkerStyle(20);
tmp02->GetXaxis()->SetTitle("m_{H} (GeV)");
tmp02->GetXaxis()->SetLabelFont(42);
tmp02->GetXaxis()->SetLabelOffset(0.01);
tmp02->GetXaxis()->SetTitleSize(0.05);
tmp02->GetXaxis()->SetTickLength(0.02);
tmp02->GetXaxis()->SetTitleOffset(1.08);
tmp02->GetXaxis()->SetTitleFont(42);
tmp02->GetYaxis()->SetTitle("95% CL limit on #sigma/#sigma_{SM}");
tmp02->GetYaxis()->SetLabelFont(42);
tmp02->GetYaxis()->SetLabelOffset(0.007);
tmp02->GetYaxis()->SetTitleSize(0.05);
tmp02->GetYaxis()->SetTickLength(0.02);
tmp02->GetYaxis()->SetTitleOffset(1.56);
tmp02->GetYaxis()->SetTitleFont(42);
tmp02->GetZaxis()->SetLabelFont(42);
tmp02->GetZaxis()->SetLabelOffset(0.007);
tmp02->GetZaxis()->SetTitleSize(0.05);
tmp02->GetZaxis()->SetTickLength(0.02);
tmp02->GetZaxis()->SetTitleFont(42);
tmp02->Draw("AXIGSAME");
Double_t Graph0_fx3001[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph0_fy3001[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
Double_t Graph0_felx3001[27] = {
4.032346e-316,
0,
0,
0,
6.906313e-310,
4.032343e-316,
2.121996e-314,
4.032582e-316,
0,
4.032588e-316,
4.032343e-316,
0,
4.032584e-316,
1.508018e-316,
1.508219e-316,
4.032589e-316,
2.124327e-314,
4.032593e-316,
5.582942e-322,
6.906313e-310,
0,
4.032344e-316,
4.032583e-316,
4.032588e-316,
1.58101e-322,
4.032293e-316,
5.582942e-322};
Double_t Graph0_fely3001[27] = {
2.370331,
1.057434,
0.405159,
0.1845837,
0.09618759,
0.05231667,
0.03192902,
0.02331161,
0.01754379,
0.01435089,
0.01183319,
0.009315491,
0.008041382,
0.006484985,
0.005966187,
0.004928589,
0.00440979,
0.004119873,
0.004119873,
0.003570557,
0.003570557,
0.00302124,
0.00302124,
0.002471924,
0.002471924,
0.002471924,
0.002471924};
Double_t Graph0_fehx3001[27] = {
4.031643e-316,
0,
0,
0,
6.906313e-310,
4.032106e-316,
2.121996e-314,
4.032349e-316,
0,
4.032354e-316,
4.032106e-316,
0,
4.032351e-316,
1.508018e-316,
1.508219e-316,
4.032356e-316,
2.124327e-314,
4.03236e-316,
5.582942e-322,
6.906313e-310,
0,
4.032107e-316,
4.03235e-316,
4.032354e-316,
1.58101e-322,
4.032222e-316,
5.582942e-322};
Double_t Graph0_fehy3001[27] = {
5.693069,
2.47175,
0.8989364,
0.4081147,
0.2108151,
0.1170805,
0.07362081,
0.05438244,
0.04146756,
0.03243252,
0.02825768,
0.02361592,
0.01990321,
0.01752287,
0.01712826,
0.0153559,
0.01456667,
0.01341494,
0.01192601,
0.0124739,
0.01149977,
0.01055484,
0.01051202,
0.008670811,
0.008670811,
0.008635777,
0.008635777};
TGraphAsymmErrors *grae = new TGraphAsymmErrors(27,Graph0_fx3001,Graph0_fy3001,Graph0_felx3001,Graph0_fehx3001,Graph0_fely3001,Graph0_fehy3001);
grae->SetName("Graph0");
grae->SetTitle("Graph");
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffff00");
grae->SetFillColor(ci);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3001 = new TH1F("Graph_Graph3001","Graph",100,70,1630);
Graph_Graph3001->SetMinimum(0);
Graph_Graph3001->SetMaximum(11.53875);
Graph_Graph3001->SetDirectory(0);
Graph_Graph3001->SetStats(0);
Graph_Graph3001->SetLineStyle(0);
Graph_Graph3001->SetMarkerStyle(20);
Graph_Graph3001->GetXaxis()->SetLabelFont(42);
Graph_Graph3001->GetXaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetXaxis()->SetTickLength(0.02);
Graph_Graph3001->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph3001->GetXaxis()->SetTitleFont(42);
Graph_Graph3001->GetYaxis()->SetLabelFont(42);
Graph_Graph3001->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph3001->GetYaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetYaxis()->SetTickLength(0.02);
Graph_Graph3001->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph3001->GetYaxis()->SetTitleFont(42);
Graph_Graph3001->GetZaxis()->SetLabelFont(42);
Graph_Graph3001->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph3001->GetZaxis()->SetTitleSize(0.05);
Graph_Graph3001->GetZaxis()->SetTickLength(0.02);
Graph_Graph3001->GetZaxis()->SetTitleFont(42);
grae->SetHistogram(Graph_Graph3001);
grae->Draw("3");
Double_t Graph1_fx3002[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph1_fy3002[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
Double_t Graph1_felx3002[27] = {
4.028644e-316,
2.608667e-321,
4.022558e-316,
0,
2.420922e-322,
4.028601e-316,
0,
2.11372e-314,
0,
4.940656e-323,
8.744962e-322,
0,
0,
4.940656e-323,
0,
6.906314e-310,
5.33769e+160,
0,
4.021573e-316,
6.906314e-310,
0,
1.188318e-312,
4.027998e-316,
0,
1.58101e-322,
4.027629e-316,
1.630417e-322};
Double_t Graph1_fely3002[27] = {
1.490716,
0.6650269,
0.2516418,
0.1146438,
0.05974151,
0.03228919,
0.01945674,
0.01420552,
0.01069075,
0.009417772,
0.007765532,
0.006113291,
0.005277157,
0.003647804,
0.00335598,
0.002772331,
0.002480507,
0.002317429,
0.002832413,
0.002231598,
0.002231598,
0.001888275,
0.001888275,
0.001544952,
0.001544952,
0.001544952,
0.002162933};
Double_t Graph1_fehx3002[27] = {
1.179415e-312,
2.608667e-321,
4.022558e-316,
0,
2.420922e-322,
4.028634e-316,
0,
2.113722e-314,
0,
4.940656e-323,
8.744962e-322,
0,
0,
4.940656e-323,
0,
6.906314e-310,
2.139459e+161,
0,
4.021573e-316,
6.906314e-310,
0,
1.188318e-312,
4.027998e-316,
0,
1.58101e-322,
4.027675e-316,
1.630417e-322};
Double_t Graph1_fehy3002[27] = {
2.351828,
1.053343,
0.3849801,
0.1768222,
0.09017253,
0.05078118,
0.03126747,
0.02303264,
0.01790216,
0.012869,
0.0113431,
0.009505779,
0.008205643,
0.007395977,
0.0068043,
0.006212621,
0.006088058,
0.005138258,
0.004204029,
0.005262822,
0.003643492,
0.004453157,
0.003768056,
0.004204029,
0.004204029,
0.003643492,
0.003643492};
grae = new TGraphAsymmErrors(27,Graph1_fx3002,Graph1_fy3002,Graph1_felx3002,Graph1_fehx3002,Graph1_fely3002,Graph1_fehy3002);
grae->SetName("Graph1");
grae->SetTitle("Graph");
ci = TColor::GetColor("#00ff00");
grae->SetFillColor(ci);
grae->SetMarkerStyle(20);
TH1F *Graph_Graph3002 = new TH1F("Graph_Graph3002","Graph",100,-8.010917e+160,2.406781e+161);
Graph_Graph3002->SetMinimum(0);
Graph_Graph3002->SetMaximum(7.86335);
Graph_Graph3002->SetDirectory(0);
Graph_Graph3002->SetStats(0);
Graph_Graph3002->SetLineStyle(0);
Graph_Graph3002->SetMarkerStyle(20);
Graph_Graph3002->GetXaxis()->SetLabelFont(42);
Graph_Graph3002->GetXaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetXaxis()->SetTickLength(0.02);
Graph_Graph3002->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph3002->GetXaxis()->SetTitleFont(42);
Graph_Graph3002->GetYaxis()->SetLabelFont(42);
Graph_Graph3002->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph3002->GetYaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetYaxis()->SetTickLength(0.02);
Graph_Graph3002->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph3002->GetYaxis()->SetTitleFont(42);
Graph_Graph3002->GetZaxis()->SetLabelFont(42);
Graph_Graph3002->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph3002->GetZaxis()->SetTitleSize(0.05);
Graph_Graph3002->GetZaxis()->SetTickLength(0.02);
Graph_Graph3002->GetZaxis()->SetTitleFont(42);
grae->SetHistogram(Graph_Graph3002);
grae->Draw("3");
Double_t Graph2_fx1[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph2_fy1[27] = {
4.796875,
2.148438,
0.8398438,
0.3857422,
0.2001953,
0.1088867,
0.06591797,
0.04736328,
0.03564453,
0.02783203,
0.02294922,
0.01806641,
0.01513672,
0.01220703,
0.01123047,
0.009277344,
0.008300781,
0.007324219,
0.007324219,
0.006347656,
0.006347656,
0.005371094,
0.005371094,
0.004394531,
0.004394531,
0.004394531,
0.004394531};
TGraph *graph = new TGraph(27,Graph2_fx1,Graph2_fy1);
graph->SetName("Graph2");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff0000");
graph->SetLineColor(ci);
graph->SetLineWidth(2);
graph->SetMarkerStyle(20);
TH1F *Graph_Graph1 = new TH1F("Graph_Graph1","Graph",100,70,1630);
Graph_Graph1->SetMinimum(0);
Graph_Graph1->SetMaximum(5.276123);
Graph_Graph1->SetDirectory(0);
Graph_Graph1->SetStats(0);
Graph_Graph1->SetLineStyle(0);
Graph_Graph1->SetMarkerStyle(20);
Graph_Graph1->GetXaxis()->SetLabelFont(42);
Graph_Graph1->GetXaxis()->SetTitleSize(0.05);
Graph_Graph1->GetXaxis()->SetTickLength(0.02);
Graph_Graph1->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph1->GetXaxis()->SetTitleFont(42);
Graph_Graph1->GetYaxis()->SetLabelFont(42);
Graph_Graph1->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph1->GetYaxis()->SetTitleSize(0.05);
Graph_Graph1->GetYaxis()->SetTickLength(0.02);
Graph_Graph1->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph1->GetYaxis()->SetTitleFont(42);
Graph_Graph1->GetZaxis()->SetLabelFont(42);
Graph_Graph1->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph1->GetZaxis()->SetTitleSize(0.05);
Graph_Graph1->GetZaxis()->SetTickLength(0.02);
Graph_Graph1->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph1);
graph->Draw("l");
Double_t Graph3_fx2[27] = {
200,
250,
300,
350,
400,
450,
500,
550,
600,
650,
700,
750,
800,
850,
900,
950,
1000,
1050,
1100,
1150,
1200,
1250,
1300,
1350,
1400,
1450,
1500};
Double_t Graph3_fy2[27] = {
4.79203,
2.152691,
0.8377939,
0.3861777,
0.1995838,
0.1090425,
0.0660598,
0.04759021,
0.03596779,
0.02751563,
0.02238263,
0.01815241,
0.01512282,
0.01228406,
0.01162986,
0.009836298,
0.008643669,
0.007866618,
0.007089044,
0.006702567,
0.005960677,
0.005744891,
0.005145786,
0.004956617,
0.004917011,
0.004476165,
0.004343825};
graph = new TGraph(27,Graph3_fx2,Graph3_fy2);
graph->SetName("Graph3");
graph->SetTitle("Graph");
graph->SetFillColor(1);
graph->SetLineWidth(2);
graph->SetMarkerStyle(20);
TH1F *Graph_Graph2 = new TH1F("Graph_Graph2","Graph",100,70,1630);
Graph_Graph2->SetMinimum(0);
Graph_Graph2->SetMaximum(5.270799);
Graph_Graph2->SetDirectory(0);
Graph_Graph2->SetStats(0);
Graph_Graph2->SetLineStyle(0);
Graph_Graph2->SetMarkerStyle(20);
Graph_Graph2->GetXaxis()->SetLabelFont(42);
Graph_Graph2->GetXaxis()->SetTitleSize(0.05);
Graph_Graph2->GetXaxis()->SetTickLength(0.02);
Graph_Graph2->GetXaxis()->SetTitleOffset(1.08);
Graph_Graph2->GetXaxis()->SetTitleFont(42);
Graph_Graph2->GetYaxis()->SetLabelFont(42);
Graph_Graph2->GetYaxis()->SetLabelOffset(0.007);
Graph_Graph2->GetYaxis()->SetTitleSize(0.05);
Graph_Graph2->GetYaxis()->SetTickLength(0.02);
Graph_Graph2->GetYaxis()->SetTitleOffset(1.56);
Graph_Graph2->GetYaxis()->SetTitleFont(42);
Graph_Graph2->GetZaxis()->SetLabelFont(42);
Graph_Graph2->GetZaxis()->SetLabelOffset(0.007);
Graph_Graph2->GetZaxis()->SetTitleSize(0.05);
Graph_Graph2->GetZaxis()->SetTickLength(0.02);
Graph_Graph2->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph2);
graph->Draw("pl");
TH1F *tmp0_copy3 = new TH1F("tmp0_copy3","Graph",100,200,1500);
tmp0_copy3->SetMinimum(0);
tmp0_copy3->SetMaximum(11.53875);
tmp0_copy3->SetDirectory(0);
tmp0_copy3->SetStats(0);
tmp0_copy3->SetLineStyle(0);
tmp0_copy3->SetMarkerStyle(20);
tmp0_copy3->GetXaxis()->SetLabelFont(42);
tmp0_copy3->GetXaxis()->SetTitleSize(0.05);
tmp0_copy3->GetXaxis()->SetTickLength(0.02);
tmp0_copy3->GetXaxis()->SetTitleOffset(1.08);
tmp0_copy3->GetXaxis()->SetTitleFont(42);
tmp0_copy3->GetYaxis()->SetLabelFont(42);
tmp0_copy3->GetYaxis()->SetLabelOffset(0.007);
tmp0_copy3->GetYaxis()->SetTitleSize(0.05);
tmp0_copy3->GetYaxis()->SetTickLength(0.02);
tmp0_copy3->GetYaxis()->SetTitleOffset(1.56);
tmp0_copy3->GetYaxis()->SetTitleFont(42);
tmp0_copy3->GetZaxis()->SetLabelFont(42);
tmp0_copy3->GetZaxis()->SetLabelOffset(0.007);
tmp0_copy3->GetZaxis()->SetTitleSize(0.05);
tmp0_copy3->GetZaxis()->SetTickLength(0.02);
tmp0_copy3->GetZaxis()->SetTitleFont(42);
tmp0_copy3->Draw("sameaxis");
TH1F *tmp0_copy4 = new TH1F("tmp0_copy4","Graph",100,200,1500);
tmp0_copy4->SetMinimum(0);
tmp0_copy4->SetMaximum(11.53875);
tmp0_copy4->SetDirectory(0);
tmp0_copy4->SetStats(0);
tmp0_copy4->SetLineStyle(0);
tmp0_copy4->SetMarkerStyle(20);
tmp0_copy4->GetXaxis()->SetLabelFont(42);
tmp0_copy4->GetXaxis()->SetTitleSize(0.05);
tmp0_copy4->GetXaxis()->SetTickLength(0.02);
tmp0_copy4->GetXaxis()->SetTitleOffset(1.08);
tmp0_copy4->GetXaxis()->SetTitleFont(42);
tmp0_copy4->GetYaxis()->SetLabelFont(42);
tmp0_copy4->GetYaxis()->SetLabelOffset(0.007);
tmp0_copy4->GetYaxis()->SetTitleSize(0.05);
tmp0_copy4->GetYaxis()->SetTickLength(0.02);
tmp0_copy4->GetYaxis()->SetTitleOffset(1.56);
tmp0_copy4->GetYaxis()->SetTitleFont(42);
tmp0_copy4->GetZaxis()->SetLabelFont(42);
tmp0_copy4->GetZaxis()->SetLabelOffset(0.007);
tmp0_copy4->GetZaxis()->SetTitleSize(0.05);
tmp0_copy4->GetZaxis()->SetTickLength(0.02);
tmp0_copy4->GetZaxis()->SetTitleFont(42);
tmp0_copy4->Draw("sameaxig");
TLegend *leg = new TLegend(0.495,0.825,0.945,0.925,NULL,"NBNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
TLegendEntry *entry=leg->AddEntry("Graph3","Observed","LP");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph2","Expected","L");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph1","#pm1#sigma Expected","F");
ci = TColor::GetColor("#00ff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph0","#pm2#sigma Expected","F");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TPave *pave = new TPave(0.16,0.81,0.96,0.94,1,"brNDC");
pave->SetFillColor(0);
pave->Draw();
leg = new TLegend(0.495,0.825,0.945,0.925,NULL,"NBNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
entry=leg->AddEntry("Graph3","Observed","LP");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(20);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph2","Expected","L");
ci = TColor::GetColor("#ff0000");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(2);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph1","#pm1#sigma Expected","F");
ci = TColor::GetColor("#00ff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph0","#pm2#sigma Expected","F");
ci = TColor::GetColor("#ffff00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TLatex * tex = new TLatex(0.196,0.9113,"CMS");
tex->SetNDC();
tex->SetTextAlign(13);
tex->SetTextSize(0.048);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.196,0.8537,"Internal");
tex->SetNDC();
tex->SetTextAlign(13);
tex->SetTextFont(52);
tex->SetTextSize(0.03648);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.96,0.952,"");
tex->SetNDC();
tex->SetTextAlign(31);
tex->SetTextFont(42);
tex->SetTextSize(0.036);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.16,0.952,"");
tex->SetNDC();
tex->SetTextFont(42);
tex->SetTextSize(0.036);
tex->SetLineWidth(2);
tex->Draw();
pad->Modified();
limit->cd();
limit->Modified();
limit->cd();
limit->SetSelected(limit);
}
void readroot(char* input="/gpfs/mnt/gpfs02/phenix/mpcex/liankun/Run16/Ana/offline/analysis/mpcexcode/Liankun/macro/offline_monitor/453692/Run16Ana_MinBias_NoCMN_Sub-453692-0.root"){
char input_file[5000];
strcpy(input_file,input);
strtok(input_file, "-");
int runnumber = atoi(strtok(0, "-"));
int segment = atoi(strtok(strtok(0, "-"), "."));
cout<<"Run Number: "<<runnumber<<" segment: "<<segment<<endl;
gSystem->Load("libMyMpcEx.so");
TFile* ifile = new TFile(input,"READONLY");
if(!ifile){
cout<<"Open "<<input<<" failed !"<<endl;
return;
}
TH2D* hkey_adc_high;
TH2D* hkey_adc_low;
TH2D* hkey_rawadc_high;
TH2D* hkey_rawadc_low;
TH2D* hHL_sensor[2][8][24];
TH2D* hHL_sensor_raw[2][8][24];
Exogram* hgrammy_high[2];
Exogram* hgrammy_low[2];
Exogram* hgrammy_combine[2];
TH2D* hadc_mpc_e[2];
TH2D* hlayer_adc_high[2];
TH2D* hlayer_adc_low[2];
TH2D* htower_e;
TH2D* hbbc_adc[2];
TH2D* hbbc_adc_low[2];
TH2D* hbbc_nhits[2];
char hname[500];
vector<TH2D*> h2d_list;
hkey_adc_high = (TH2D*)ifile->Get("hkey_adc_high");
h2d_list.push_back(hkey_adc_high);
hkey_adc_low = (TH2D*)ifile->Get("hkey_adc_low");
h2d_list.push_back(hkey_adc_low);
hkey_rawadc_high = (TH2D*)ifile->Get("hkey_rawadc_high");
h2d_list.push_back(hkey_rawadc_high);
hkey_rawadc_low = (TH2D*)ifile->Get("hkey_rawadc_low");
h2d_list.push_back(hkey_rawadc_low);
hbbc_nhits[0] = (TH2D*)ifile->Get("hbbc_nhits_arm0");
hbbc_nhits[1] = (TH2D*)ifile->Get("hbbc_nhits_arm1");
h2d_list.push_back(hbbc_nhits[0]);
h2d_list.push_back(hbbc_nhits[1]);
hbbc_adc[0] = (TH2D*)ifile->Get("hbbc_adc_arm0");
hbbc_adc[1] = (TH2D*)ifile->Get("hbbc_adc_arm1");
h2d_list.push_back(hbbc_adc[0]);
h2d_list.push_back(hbbc_adc[1]);
hbbc_adc_low[0] = (TH2D*)ifile->Get("hbbc_adc_low_arm0");
hbbc_adc_low[1] = (TH2D*)ifile->Get("hbbc_adc_low_arm1");
h2d_list.push_back(hbbc_adc_low[0]);
h2d_list.push_back(hbbc_adc_low[1]);
hlayer_adc_high[0] = (TH2D*)ifile->Get("hlayer_adc_high_arm0");
hlayer_adc_high[1] = (TH2D*)ifile->Get("hlayer_adc_high_arm1");
h2d_list.push_back(hlayer_adc_high[0]);
h2d_list.push_back(hlayer_adc_high[1]);
hlayer_adc_low[0] = (TH2D*)ifile->Get("hlayer_adc_low_arm0");
hlayer_adc_low[1] = (TH2D*)ifile->Get("hlayer_adc_low_arm1");
h2d_list.push_back(hlayer_adc_low[0]);
h2d_list.push_back(hlayer_adc_low[1]);
htower_e = (TH2D*)ifile->Get("htower_e");
h2d_list.push_back(htower_e);
hadc_mpc_e[0] = (TH2D*)ifile->Get("hadc_mpc_e_arm0");
hadc_mpc_e[1] = (TH2D*)ifile->Get("hadc_mpc_e_arm1");
h2d_list.push_back(hadc_mpc_e[0]);
h2d_list.push_back(hadc_mpc_e[1]);
for(unsigned int i = 0;i < h2d_list.size();i++){
string s = h2d_list[i]->GetName();
stringstream ss("");
ss<<s<<"_"<<runnumber<<"_"<<segment;
s=ss.str();
// cout << s <<endl;
TCanvas* c = new TCanvas(s.c_str(),s.c_str(),1200,800);
c->SetLogz();
h2d_list[i]->Draw("colz");
ss.str("");
ss << runnumber <<"/"<<s<<".gif";
s=ss.str();
c->Print(s.c_str(),"gif");
delete c;
}
vector<Exogram*> hexo_list;
hgrammy_high[0] = (Exogram*)ifile->Get("hgrammy_high0");
hgrammy_high[1] = (Exogram*)ifile->Get("hgrammy_high1");
hexo_list.push_back(hgrammy_high[0]);
hexo_list.push_back(hgrammy_high[1]);
hgrammy_low[0] = (Exogram*)ifile->Get("hgrammy_low0");
hgrammy_low[1] = (Exogram*)ifile->Get("hgrammy_low1");
hexo_list.push_back(hgrammy_low[0]);
hexo_list.push_back(hgrammy_low[1]);
hgrammy_combine[0] = (Exogram*)ifile->Get("hgrammy_combine0");
hgrammy_combine[1] = (Exogram*)ifile->Get("hgrammy_combine1");
hexo_list.push_back(hgrammy_combine[0]);
hexo_list.push_back(hgrammy_combine[1]);
for(unsigned int i = 0;i < hexo_list.size();i++){
string s = hexo_list[i]->GetName();
stringstream ss("");
ss<<s<<"_"<<runnumber<<"_"<<segment;
s=ss.str();
TCanvas* c = new TCanvas(s.c_str(),s.c_str(),1400,800);
c->Divide(4,2);
double max = hexo_list[i]->GetBinContent(hexo_list[i]->GetMaximumBin());
for(unsigned int j = 0;j < 8;j++){
c->cd(j+1);
TPad *pd =(TPad*)c->cd(j+1);
pd->SetLogz();
hexo_list[i]->SetAxisRange(j,j,"z");
TH2D* htemp = hexo_list[i]->Project3D("yx");
string tmp_s = htemp->GetName();
stringstream tmp_ss("");
tmp_ss<<tmp_s<<"_"<<"layer"<<j;
tmp_s = tmp_ss.str();
htemp->SetName(tmp_s.c_str());
htemp->SetMaximum(max);
htemp->Draw("colz");
}
ss.str("");
ss << runnumber <<"/"<<s<<".gif";
s=ss.str();
c->Print(s.c_str(),"gif");
delete c;
}
for(int iarm = 0;iarm < 2;iarm++){
for(int ilayer = 0;ilayer < 8;ilayer++){
for(int isen = 0;isen< 24;isen++){
char hname[500];
sprintf(hname,"hHL_sensor_arm%d_layer%d_sensor%d",iarm,ilayer,isen);
hHL_sensor[iarm][ilayer][isen] = (TH2D*)ifile->Get(hname);
sprintf(hname,"hHL_sensor_raw_arm%d_layer%d_sensor%d",iarm,ilayer,isen);
hHL_sensor_raw[iarm][ilayer][isen] = (TH2D*)ifile->Get(hname);
}
}
}
//sensor adc for each layer
double max_sensor_x[2][8][24] = {{{0.}}};
double max_sensor_y[2][8][24] = {{{0.}}};
double min_sensor_x[2][8][24] = {{{0.}}};
double min_sensor_y[2][8][24] = {{{0.}}};
TH1D* hsensor_high[2][8][24];
TH1D* hsensor_low[2][8][24];
for(int iarm = 0;iarm < 2;iarm++){
for(int ilayer = 0;ilayer < 8;ilayer++){
for(int isen = 0;isen < 24;isen++){
char name[100];
sprintf(name,"hsensor_arm%d_layer%d_index%d_high",iarm,ilayer,isen);
hsensor_high[iarm][ilayer][isen] = new TH1D(name,name,300,-40.5,259.5);
sprintf(name,"hsensor_arm%d_layer%d_index%d_low",iarm,ilayer,isen);
hsensor_low[iarm][ilayer][isen] = new TH1D(name,name,300,-40.5,259.5);
max_sensor_x[iarm][ilayer][isen] = -9999;
max_sensor_y[iarm][ilayer][isen] = -9999;
min_sensor_x[iarm][ilayer][isen] = 9999;
min_sensor_y[iarm][ilayer][isen] = 9999;
}
}
}
ifstream sensor_pos("sensor_position.txt");
string s;
while(getline(sensor_pos,s)){
stringstream ss(s);
int arm = 0;
int layer = 0;
int sensor = 0;
double x0=0;
double x1=0;
double y0=0;
double y1=0;
ss>>arm>>layer>>sensor>>x0>>x1>>y0>>y1;
// cout <<arm <<" "<<layer<<" "<<sensor<<" "<<x0<<" "<<x1<<" "<<y0<<" "<<y1<<endl;
max_sensor_x[arm][layer][sensor] = x1;
min_sensor_x[arm][layer][sensor] = x0;
max_sensor_y[arm][layer][sensor] = y1;
min_sensor_y[arm][layer][sensor] = y0;
}
MpcExMapper* mapper = MpcExMapper::instance();
for(unsigned int i = 0;i < 50000;i++){
hkey_adc_high->SetAxisRange(i,i,"X");
hkey_adc_low->SetAxisRange(i,i,"X");
TH1D* htemp0 = hkey_adc_high->ProjectionY();
TH1D* htemp1 = hkey_adc_low->ProjectionY();
if(htemp0->GetEntries() < 10) continue;
int arm = mapper->get_arm(i);
int quadrant = mapper->get_quadrant(i);
int sensor = mapper->get_sensor_in_quadrant(i);
int index = 6*quadrant+sensor;
int layer = mapper->get_layer(i);
hsensor_high[arm][layer][index]->Add(htemp0);
hsensor_low[arm][layer][index]->Add(htemp1);
}
for(int iarm = 0;iarm < 2;iarm++){
for(int ilayer = 0;ilayer < 8;ilayer++){
char cname[100];
sprintf(cname,"csensor_arm%d_layer%d_%d_%d",iarm,ilayer,runnumber,segment);
TCanvas* c = new TCanvas(cname,cname,1400,800);
for(int index = 0;index < 24;index++){
char pname[100];
sprintf(pname,"sensor_arm%d_layer%d_index%d",iarm,ilayer,index);
double x0 = min_sensor_x[iarm][ilayer][index];
double x1 = max_sensor_x[iarm][ilayer][index];
double y0 = min_sensor_y[iarm][ilayer][index];
double y1 = max_sensor_y[iarm][ilayer][index];
if(ilayer%2 == 0){
y0 = y0 - 0.85;
y1 = y1 + 0.85;
}
if(ilayer%2 == 1){
x0 = x0 - 0.85;
x1 = x1 + 0.85;
}
TPad* pad = new TPad(pname,pname,0.5+x0/40.,0.5+y0/40.,0.5+x1/40.,0.5+y1/40.);
pad->cd();
pad->SetLogy();
hsensor_high[iarm][ilayer][index]->Draw("");
hsensor_low[iarm][ilayer][index]->SetLineColor(kRed);
hsensor_low[iarm][ilayer][index]->Draw("");
c->cd();
pad->DrawClone("same");
delete pad;
}
sprintf(cname,"%d/csensor_arm%d_layer%d_%d_%d.gif",runnumber,iarm,ilayer,runnumber,segment);
c->Print(cname,"gif");
delete c;
}
}
}
void FastVsSlowSimPtRes() {
Int_t plusTPC =0;
gROOT->LoadMacro("~/fig_template.C"); // figure style
myOptions(0);
gROOT->ForceStyle();
TCanvas *myCan = new TCanvas("myCan");
myCan->Draw();
myCan->cd();
TPad *myPad = new TPad("myPad", "The pad",0,0,1,1);
myPadSetUp(myPad,0.15,0.04,0.04,0.15);
myPad->Draw(); myPad->cd();
myPad->SetGridx(); myPad->SetGridy(); myPad->SetLogx(); myPad->SetLogy();
TLegend *leg = new TLegend(0.44,0.13,0.1.7,0.9,"","brCDN");
leg->SetFillColor(0);
TGraph *c[6];
// Current ITS +++++++++++++++++++++++++++++++++++++++++
Int_t color=1; Int_t linewidth=2;
Int_t pi =0;
DetectorK its("ALICE","ITS");
its.MakeAliceCurrent(0,plusTPC);
its.SetMaxRadiusOfSlowDetectors(0.1);
its.SolveViaBilloir(0);
Int_t color=1; Int_t linewidth=2;
c[pi] = its.GetGraphMomentumResolution(color,linewidth);
c[pi]->Draw("AC");
leg->AddEntry(c[pi],"FastTool: Current ITS","l");
// Current ITS +++++++++++++++++++++++++++++++++++++++++
Int_t color=3; Int_t linewidth=2;
Int_t pi =2;
DetectorK its("ALICE","ITS");
its.MakeAliceCurrent(0,plusTPC);
its.SetRadius("bpipe",2.0);
its.AddLayer("spd0", 2.2,1,1,1);
its.SetRadius("spd0",2.2); its.SetRadiationLength("spd0",X0); its.SetResolution("spd0",resRPhi,resZ);
its.SetRadius("spd1",4.8); its.SetRadiationLength("spd1",X0); its.SetResolution("spd1",resRPhi,resZ);
its.SetRadius("spd2",9.1); its.SetRadiationLength("spd2",X0); its.SetResolution("spd2",resRPhi,resZ);
its.SetMaxRadiusOfSlowDetectors(0.1);
its.SolveViaBilloir(0);
c[pi] = its.GetGraphMomentumResolution(color,linewidth);
c[pi]->Draw("C");
leg->AddEntry(c[pi],"FastTool: \"New SPDs\"","l");
// ALL NEW +++++++++++++++++++++++++++++++++++++++++++
color=2; Int_t linewidth=2;
Int_t pi =1;
// for a 0.8,0.2 weight configuration
DetectorK *itsU = new DetectorK((char*)"ALICE",(char*)"ITS");
itsU->AddLayer((char*)"bpipe", 2.0,0.0022); // beam pipe
itsU->AddLayer((char*)"vertex", 0, 0); // dummy vertex for matrix calculation
itsU->AddLayer("ddd1", 2.2 , X0, resRPhi, resZ);
itsU->AddLayer("ddd2", 3.8 , X0, resRPhi, resZ);
itsU->AddLayer("ddd3", 6.8 , X0, resRPhi, resZ);
itsU->AddLayer("ddd4", 12.4 , X0, resRPhi, resZ);
itsU->AddLayer("ddd5", 23.5 , X0, resRPhi, resZ);
itsU->AddLayer("ddd6", 39.6 , X0, resRPhi, resZ);
itsU->AddLayer("ddd7", 43.0 , X0, resRPhi, resZ);
if(plusTPC) itsU->AddTPC(0.1,0.1);
itsU->SetMaxRadiusOfSlowDetectors(0.1);
itsU->SolveViaBilloir(0);
itsU->PrintLayout();
c[pi] = itsU->GetGraphMomentumResolution(color,linewidth);
c[pi]->Draw("C");
leg->AddEntry(c[pi],"FastTool: \"All New\" ","l");
// ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
TFile f1("root/FastVsSlow_CurrentITS-PbPb-fran.root");
TFile f2("root/FastVsSlow_NewSPDs-PbPb-fran.root");
TFile f3("root/FastVsSlow_AllNew-PbPb-fran.root");
TGraphErrors *gpt1 = (TGraphErrors*)f1.Get("dPt");
TGraphErrors *gpt2 = (TGraphErrors*)f2.Get("dPt");
TGraphErrors *gpt3 = (TGraphErrors*)f3.Get("dPt");
gpt1->SetMarkerStyle(21); gpt1->SetMarkerColor(1);
gpt2->SetMarkerStyle(21); gpt2->SetMarkerColor(3);
gpt3->SetMarkerStyle(21); gpt3->SetMarkerColor(2);
leg->AddEntry(gpt1,"FullMC: Current ITS","PE");
leg->AddEntry(gpt2,"FullMC: \"New SPDs\"","PE");
leg->AddEntry(gpt3,"FullMC: \"All New\" ","PE");
gpt1->Draw("APE"); gpt1->SetMinimum(0.1); gpt1->SetMaximum(20);
gpt2->Draw("PE");
gpt3->Draw("PE");
c[0]->Draw("C");
c[1]->Draw("C");
c[2]->Draw("C");
leg->Draw();
myCan->SaveAs(Form("FastVsSlowSim-PtRes-%d.pdf",plusTPC));
myCan->SaveAs(Form("FastVsSlowSim-PtRes-%d.eps",plusTPC));
}
void AtlasExample()
{
#ifdef __CINT__
gROOT->LoadMacro("AtlasUtils.C");
#endif
SetAtlasStyle();
Int_t icol1=5;
Int_t icol2=5;
TCanvas* c1 = new TCanvas("c1","single inclusive jets",50,50,600,600);
// TCanvas* c1 = new TCanvas("c1","single inclusive jets");
TPad* thePad = (TPad*)c1->cd();
thePad->SetLogy();
Double_t ymin=1.e-3; Double_t ymax=2e7;
Double_t xmin=60.00; Double_t xmax=3500.;
TH1F *h1 = thePad->DrawFrame(xmin,ymin,xmax,ymax);
h1->SetYTitle("d#sigma_{jet}/dE_{T,jet} [fb/GeV]");
h1->SetXTitle("E_{T,jet} [GeV]");
h1->GetYaxis()->SetTitleOffset(1.4);
h1->GetXaxis()->SetTitleOffset(1.4);
//h1->GetXaxis()->SetNdivisions(5);
h1->Draw();
const Int_t ncut=1;
TGraphErrors *data[ncut];
for (Int_t icut=0; icut<ncut; icut++) { // loop over cuts
TGraphErrors *g1[nren][ncut];
for (Int_t ir=0; ir<nren; ir++) { // loop over ren scale
g1[ir][icut]= GetGraph(ir,ir,icut,0);
if (g1[ir][icut])
cout << g1[ir][icut]->GetTitle() << " found " << g1[ir][icut]->GetName() << endl;
else {
cout << " g1 not found " << endl;
return;
}
g1[ir][icut]->SetLineColor(1);
g1[ir][icut]->SetMarkerStyle(0);
//g1[ir][icut]->Draw("C");
}
char daname[100];
sprintf(daname,"data_%d",icut);
data[icut]=(TGraphErrors*)g1[0][icut]->Clone(daname);
data[icut]->SetMarkerStyle(20);
data[icut]->SetMarkerColor(1);
// just invent some data
for (Int_t i=0; i< data[icut]->GetN(); i++) {
Double_t x1,y1,e,dx1=0.;
data[icut]->GetPoint(i,x1,y1);
Double_t r1 = 0.4*(gRandom->Rndm(1)+2);
Double_t r2 = 0.4*(gRandom->Rndm(1)+2);
//cout << " i= " << i << " x1= " << x1 << " y1= " << y1 << " r= " << r << endl;
Double_t y;
if (icut==0) y=r1*y1+r1*r2*r2*x1/50000.;
else y=r1*y1;
e=sqrt(y*1000)/200;
data[icut]->SetPoint(i, x1,y);
data[icut]->SetPointError(i,dx1,e);
}
//data[icut]->Print();
TGraphAsymmErrors* scale[ncut];
TGraphAsymmErrors* scalepdf[ncut];
scale[icut]= myMakeBand(g1[0][icut],g1[1][icut],g1[2][icut]);
//printf(" band1: \n");
//scale->Print();
scalepdf[icut]=(TGraphAsymmErrors* ) scale[icut]->Clone("scalepdf");
TGraphErrors *gpdf[NUMPDF][ncut];
for (Int_t ipdf=0; ipdf<NUMPDF; ipdf++) {
gpdf[ipdf][icut]= GetGraph(0,0,icut,ipdf);
if (gpdf[ipdf][icut])
cout << gpdf[ipdf][icut]->GetTitle() << " found " << gpdf[ipdf][icut]->GetName() << endl;
else {
cout << " gpdf not found " << endl;
return;
}
gpdf[ipdf][icut]->SetLineColor(2);
gpdf[ipdf][icut]->SetLineStyle(1);
gpdf[ipdf][icut]->SetMarkerStyle(0);
myAddtoBand(gpdf[ipdf][icut],scalepdf[icut]);
}
scalepdf[icut]->SetFillColor(icol2);
scalepdf[icut]->Draw("zE2");
scale[icut]->SetFillColor(icol1);
scale[icut]->Draw("zE2");
g1[0][icut]->SetLineWidth(3);
g1[0][icut]->Draw("z");
data[icut]->Draw("P");
}
myText( 0.3, 0.85, 1, "#sqrt{s}= 14 TeV");
myText( 0.57, 0.85, 1, "|#eta_{jet}|<0.5");
myMarkerText( 0.55, 0.75, 1, 20, "Data 2009",1.3);
myBoxText( 0.55, 0.67, 0.05, icol1, "NLO QCD");
//ATLAS_LABEL(0.2,0.2); myText( 0.37,0.2,1,"Preliminary");
// new method for ATLAS labels. Use this!
//ATLASLabel(0.2,0.2);
ATLASLabel(0.2,0.2,"Preliminary");
//ATLASLabel(0.2,0.2,"Work in progress");
c1->Print("AtlasExample.eps");
c1->Print("AtlasExample.png");
c1->Print("AtlasExample.pdf");
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas. //
// It also plots the signal as a dashed //
// line and the data with a ratio at the //
// the bottom of data/allBackgrounds //
// //
// This one is supposed to make plots for //
// the paper draft //
// *************************************** //
TCanvas* drawPlots::plotAll_VLQ_paperStyle(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, std::vector<TH1D*> signal, TH1D* data, TGraphAsymmErrors* err, bool doLogAxis, std::string extraTag){
const unsigned int CANVAS_WIDTH = 720;
const unsigned int CANVAS_HEIGHT = 750;
const double RATIOPLOT_YAXIS_TITLE_OFFSET = 0.75;
const double RATIOPLOT_YAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_YAXIS_LABEL_SIZE = 0.09;
const double RATIOPLOT_XAXIS_TITLE_OFFSET = 1.6;
const double RATIOPLOT_XAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_XAXIS_LABEL_SIZE = 0.09;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,CANVAS_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
//canvas->cd();
SetAtlasStyle();
gStyle->SetHistLineWidth(1.);
gStyle->SetErrorX(0);
err->SetLineColor(kWhite);
err->SetLineWidth(0);
// create histogram to store all backgrounds
TH1D* allBackgrounds;
bool gotSomething=false;
for(int c=0; c<signal.size(); c++){
if(signal[c]){
allBackgrounds = (TH1D*)signal[c]->Clone("all_backgrounds");
gotSomething=true;
}
}
if(!gotSomething && data){
allBackgrounds = (TH1D*)data->Clone("all_backgrounds");
gotSomething=true;
}
if(!gotSomething){
for(int b=0; b<histos.size(); b++){
if(histos[b] && !gotSomething){
allBackgrounds = (TH1D*)histos[b]->Clone("all_backgrounds");
gotSomething=true;
}
}
}
if(!gotSomething){
std::cout << "Error: could not find any background, data, or signal for this plot" << std::endl;
return canvas;
}
// set all bins to zero
for(int i=0; i<=allBackgrounds->GetNbinsX()+1; i++)
allBackgrounds->SetBinContent(i,0);
// go through histos and combine the histograms that need to be combined
// WZ stays separate, ttV stays separate, all others become "Other bkg"
TH1D* otherBkgs=0; TH1D* ttbarX=0; TH1D* WZ_Sherpa=0;
for(int cc=0; cc<histos.size(); cc++){
if(histos[cc]){
for(int j=0; j<=allBackgrounds->GetNbinsX()+1; j++){
double binContent=allBackgrounds->GetBinContent(j)+histos[cc]->GetBinContent(j);
allBackgrounds->SetBinContent(j,binContent);
}
if(names[cc]=="ttbarX")
ttbarX=(TH1D*)histos[cc]->Clone("ttbarX_new");
else if(names[cc]=="WZ_Sherpa")
WZ_Sherpa=(TH1D*)histos[cc]->Clone("WZ_new");
else{
if(!otherBkgs)
otherBkgs=(TH1D*)histos[cc]->Clone("other_bkg_new");
else
otherBkgs->Add(histos[cc]);
}
}
}
// make stack of backgrounds, fill backgrounds histogram
THStack* Stack = new THStack();
if(ttbarX){
ttbarX->SetLineColor(kGray);
ttbarX->SetFillColor(kGray);
Stack->Add(ttbarX);
}
if(WZ_Sherpa){
WZ_Sherpa->SetLineColor(kBlue-9);
WZ_Sherpa->SetFillColor(kBlue-9);
Stack->Add(WZ_Sherpa);
}
if(otherBkgs){
otherBkgs->SetLineColor(kOrange-2);
otherBkgs->SetFillColor(kOrange-2);
Stack->Add(otherBkgs);
}
TH1D* backgroundsForRatio = (TH1D*)allBackgrounds->Clone("bkgds_for_ratio");
// create main pad
const double mainPad_ylow = 0.3;
const double mainPad_yhigh = 0.95;
const double mainPad_xlow = 0.;
const double mainPad_xhigh = 0.95;
const double pad_margin_left = 0.2;
const double pad_margin_right = 0.02;
double main_y_max = -99;
double main_y_min = -99;
TPad* mainPad = new TPad("main","main",mainPad_xlow,mainPad_ylow,mainPad_xhigh,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
// find max y
if(allBackgrounds){
int maxBinBkg = allBackgrounds->GetMaximumBin();
double bkgYmax = allBackgrounds->GetBinContent(maxBinBkg);
main_y_max = bkgYmax;
}
if(data){
int maxBinData = data->GetMaximumBin();
double dataYmax = data->GetBinContent(maxBinData);
if(dataYmax > main_y_max) main_y_max = dataYmax;
}
if(main_y_max < .002) main_y_max = .1;
if(doLogAxis){
mainPad->SetLogy();
main_y_min = 0.07;
main_y_max*=60;
}else{
main_y_min = 0.001;
main_y_max*=1.6;
}
// draw axis
allBackgrounds->SetMaximum(main_y_max);
allBackgrounds->SetMinimum(main_y_min);
std::string title = std::string(";") + axisName + ";Events";
std::stringstream binw;
binw<<allBackgrounds->GetBinWidth(1);
std::string width = binw.str();
if (axisName.find("GeV") != std::string::npos){
width += " GeV";
title += " / "+width;
}
allBackgrounds->SetTitle(title.c_str());
allBackgrounds->GetYaxis()->SetTitleOffset(1.4);
allBackgrounds->GetYaxis()->SetTitleSize(0.06);
allBackgrounds->GetXaxis()->SetTitleOffset(1.2);
allBackgrounds->GetYaxis()->SetLabelSize(0.04);
allBackgrounds->GetXaxis()->SetLabelSize(0.04);
allBackgrounds->Draw("hist");
// draw stack with error
Stack->Draw("hist same");
if(err){
err->Draw("E2 same");
}
// make error histograms for the ratio plot
TGraphAsymmErrors* ratioErr = tools::getRatio(err, backgroundsForRatio);
// draw data
if(data)
data->Draw("e same");
// draw signal
if(signal[0]){
signal[0]->SetLineStyle(2);
signal[0]->SetLineColor(kRed+2);//kGreen+3 before
signal[0]->SetLineWidth(5);
signal[0]->Draw("hist same");
}
if(signal.size() > 1){
if(signal[1]){
//signal[1]->SetLineStyle(2);
signal[1]->SetLineColor(kRed+2);
signal[1]->SetLineWidth(4);
signal[1]->Draw("hist same");
}
if(signal.size() > 2){
if(signal[2]){
//signal[2]->SetLineStyle(2);
signal[2]->SetLineColor(kBlue+2);
signal[2]->SetLineWidth(4);
signal[2]->Draw("hist same");
}
}
}
allBackgrounds->Draw("axis same");
// draw legend
float leg_height = 0.3;
float leg_width = 0.2;
float leg_xoffset = 0.74;
float leg_yoffset = 0.77;
TLegend* leg = new TLegend(leg_xoffset,leg_yoffset-leg_height/2,leg_xoffset+leg_width,leg_yoffset+leg_height/2);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(52);
leg->SetTextSize(0.033);
// currently assuming first signal is Tbq (single T production), second is TTS, third is BBS
leg->AddEntry(data, "data 2012");
leg->AddEntry(otherBkgs, "Other bkg.", "f");
leg->AddEntry(WZ_Sherpa, "WZ", "f");
leg->AddEntry(ttbarX, "t#bar{t}+X", "f");
if(signal.size()>1){
if(signal[2])
leg->AddEntry(signal[2], "B#bar{B} (650 GeV)", "l");
if(signal[1])
leg->AddEntry(signal[1], "T#bar{T} (650 GeV)", "l");
}
if(signal[0])
leg->AddEntry(signal[0], "T#bar{b}q (650 GeV)", "l");
leg->AddEntry( err, "Uncertainty", "f");
leg->Draw("lpe");
ATLAS_LABEL(0.24,0.86,1);
myText(0.36, 0.86, 1, .05, "Internal");
char text[]="#sqrt{s}=8 TeV";
myText(0.55,0.77,1,.04, text);
char text_L[]="#int L dt = 20.3 fb^{-1}";
myText(0.5, 0.84,1, .04, text_L);
if(extraTag!=""){
char tag_txt[extraTag.size()];
strcpy(tag_txt, extraTag.c_str());
if(extraTag.size()>15)
myText(0.7, 0.56, 1, .04, tag_txt);
else
myText(0.75, 0.56, 1, .04, tag_txt);
}
char text_tri[]="Trilepton";
myText(0.55, 0.70, 1, .04, text_tri);
/*
double back_int = allBackgrounds->Integral(0,allBackgrounds->GetNbinsX()+1);
int t;
char inText[100];
if(back_int > 10000.)
t=sprintf(inText, "N_{B} = %.3e", back_int);
else
t=sprintf(inText, "N_{B} = %.1f", back_int);
myText(0.24, 0.6, 1, .04, inText);
if(data)
t=sprintf(inText, "N_{D} = %.0f", data->Integral(0,data->GetNbinsX()+1));
else
t=sprintf(inText, "N_{D} = %.0f", 0.);
myText(0.24, 0.7, 1, .04, inText);
*/
canvas->cd();
// Draw Ratio plot
// 1.6 and .4 are the normal ones
double ratio_max = 3.2;
double ratio_min = -.9;
double pad_xlow = 0.;
double pad_xhigh = 0.95;
double pad_ylow = 0.0;
double pad_yhigh = 0.3;
const char* pad_name = "pad";
TPad* pad4ratio = new TPad(pad_name,pad_name,pad_xlow,pad_ylow,pad_xhigh,pad_yhigh);
pad4ratio->SetMargin(pad_margin_left,pad_margin_right,0.46,0.);
pad4ratio->Draw();
pad4ratio->cd();
TH1D* ratioPlot;
if(data)
ratioPlot = (TH1D*)data->Clone("ratio");
else if (signal[0])
ratioPlot = (TH1D*)signal[0]->Clone("ratio"); // just for getting the axis
else if (signal[1])
ratioPlot = (TH1D*)signal[1]->Clone("ratio");
else
return canvas;
ratioPlot->SetTitle("");
ratioPlot->Divide(allBackgrounds);
ratioPlot->GetYaxis()->SetTitle("Data / bkg");
ratioPlot->GetXaxis()->SetTitle(axisName.c_str());
if (data){
// here change ratio_min and ratio_max if the ratio plot is quite flat
double maxDeviation=0;
double minDeviation=10.;
double tempDev=0;
for(int ibin=1; ibin<=allBackgrounds->GetNbinsX(); ibin++){
double binContent = ratioPlot->GetBinContent(ibin);
tempDev=0;
if(binContent>0 && binContent < 10) tempDev = std::abs(binContent-1.);
if(tempDev > maxDeviation) maxDeviation = tempDev;
if(tempDev < minDeviation) minDeviation = tempDev;
}
if(maxDeviation < 0.6){
ratio_max = 1.6;
ratio_min = 0.4;
}
else if(maxDeviation < 0.1){
ratio_max = 1.12;
ratio_min = 0.88;
}
else if(maxDeviation < 0.2){
ratio_max = 1.25;
ratio_min = .75;
}
if(minDeviation > 1.5){
if(minDeviation > 2.)
ratio_max = 2.7;
else
ratio_max = 2.2;
}
ratioPlot->SetMinimum(ratio_min);
ratioPlot->SetMaximum(ratio_max);
}
if(ratioPlot->GetXaxis()->GetNdivisions() > ratioPlot->GetNbinsX())
ratioPlot->GetXaxis()->SetNdivisions(ratioPlot->GetNbinsX());
if(ratioPlot->GetXaxis()->GetNdivisions() > 11)
ratioPlot->GetXaxis()->SetNdivisions(11);
ratioPlot->GetXaxis()->SetLabelSize(RATIOPLOT_XAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetLabelSize(RATIOPLOT_YAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetNdivisions(3);
ratioPlot->GetYaxis()->SetTitleSize(RATIOPLOT_YAXIS_TITLE_SIZE);
ratioPlot->GetYaxis()->SetTitleOffset(RATIOPLOT_YAXIS_TITLE_OFFSET);
ratioPlot->GetXaxis()->SetTitleSize(RATIOPLOT_XAXIS_TITLE_SIZE);
ratioPlot->GetXaxis()->SetTitleOffset(RATIOPLOT_XAXIS_TITLE_OFFSET);
if(data){
ratioPlot->Draw();
// plot horizontal line at y=1
TF1* horizontal = new TF1("horizontal","pol1",-10000,10000);
horizontal->SetParameter(0,1.);
horizontal->SetParameter(1,0.);
horizontal->SetLineColor(kBlack);
horizontal->SetLineStyle(2);
horizontal->SetLineWidth(1);
horizontal->Draw("same");
ratioErr->Draw("E2 same");
}else{ // there is no data
ratioPlot->Draw("axis");
char text[]="NO DATA";
myText(0.4,0.6,1,.15,text);
}
return canvas;
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas. //
// It also plots the signal as a dashed //
// line and the data with a ratio at the //
// the bottom of data/allBackgrounds //
// //
// This one is supposed to match the plots //
// make by JP //
// *************************************** //
TCanvas* drawPlots::plotAll_VLQ(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, std::vector<TH1D*> signal, TH1D* data, TGraphAsymmErrors* err, bool isSignalRegion, bool doLogAxis, std::string channel){
const unsigned int CANVAS_WIDTH = 720;
const unsigned int CANVAS_HEIGHT = 750;
const double RATIOPLOT_YAXIS_TITLE_OFFSET = 0.75;
const double RATIOPLOT_YAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_YAXIS_LABEL_SIZE = 0.09;
const double RATIOPLOT_XAXIS_TITLE_OFFSET = 1.6;
const double RATIOPLOT_XAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_XAXIS_LABEL_SIZE = 0.09;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,CANVAS_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
canvas->cd();
SetAtlasStyle();
gStyle->SetHistLineWidth(1.);
// create histogram to store all backgrounds
TH1D* allBackgrounds;
bool gotSomething=false;
for(int c=0; c<signal.size(); c++){
if(signal[c]){
allBackgrounds = (TH1D*)signal[c]->Clone("all_backgrounds");
gotSomething=true;
}
}
if(!gotSomething && data)
allBackgrounds = (TH1D*)data->Clone("all_backgrounds");
if(!gotSomething){
for(int b=0; b<histos.size(); b++){
if(histos[b] && !gotSomething){
allBackgrounds = (TH1D*)histos[b]->Clone("all_backgrounds");
gotSomething=true;
}
}
}
if(!gotSomething){
std::cout << "Error: could not find any background, data, or signal for this plot" << std::endl;
return canvas;
}
// set all bins to zero
for(int i=0; i<=allBackgrounds->GetNbinsX()+1; i++)
allBackgrounds->SetBinContent(i,0);
// make stack of backgrounds, fill backgrounds histogram
THStack* Stack = new THStack();
for(int b=0; b<histos.size(); b++){
if(histos[b]){
if(histos[b]->GetEntries() > 0.){
histos[b]->SetLineColor(1);
histos[b]->SetFillColor(tools::setColor(names[b]));
Stack->Add(histos[b]);
for(int j=0; j<=allBackgrounds->GetNbinsX()+1; j++){
double binContent=allBackgrounds->GetBinContent(j)+histos[b]->GetBinContent(j);
allBackgrounds->SetBinContent(j,binContent);
}
}
}
}
TH1D* backgroundsForRatio = (TH1D*)allBackgrounds->Clone("bkgds_for_ratio");
// create main pad
const double mainPad_ylow = 0.3;
const double mainPad_yhigh = 0.95;
const double mainPad_xlow = 0.;
const double mainPad_xhigh = 0.95;
const double pad_margin_left = 0.2;
const double pad_margin_right = 0.02;
double main_y_max = -99;
double main_y_min = -99;
TPad* mainPad = new TPad("main","main",mainPad_xlow,mainPad_ylow,mainPad_xhigh,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
// find max y
if(allBackgrounds){
int maxBinBkg = allBackgrounds->GetMaximumBin();
double bkgYmax = allBackgrounds->GetBinContent(maxBinBkg);
main_y_max = bkgYmax;
}
if(data){
int maxBinData = data->GetMaximumBin();
double dataYmax = data->GetBinContent(maxBinData);
if(dataYmax > main_y_max) main_y_max = dataYmax;
}
if(main_y_max < .002) main_y_max = .1;
if(doLogAxis){
mainPad->SetLogy();
main_y_min = 0.007;
main_y_max*=600;
}else{
main_y_min = 0.001;
main_y_max*=1.6;
}
// draw axis
allBackgrounds->SetMaximum(main_y_max);
allBackgrounds->SetMinimum(main_y_min);
std::string title = std::string(";") + axisName + ";events/bin";
allBackgrounds->SetTitle(title.c_str());
allBackgrounds->GetYaxis()->SetTitleOffset(1.4);
allBackgrounds->GetYaxis()->SetTitleSize(0.06);
allBackgrounds->GetXaxis()->SetTitleOffset(1.2);
allBackgrounds->GetYaxis()->SetLabelSize(0.04);
allBackgrounds->GetXaxis()->SetLabelSize(0.04);
allBackgrounds->Draw("hist");
// draw stack with error
Stack->Draw("hist same");
if(err){
err->Draw("E2 same");
}
// make error histograms for the ratio plot
TGraphAsymmErrors* ratioErr = tools::getRatio(err, backgroundsForRatio);
// draw data
if(!isSignalRegion && data)
data->Draw("e same");
// draw signal
if(signal[0]){
signal[0]->SetLineStyle(2);
signal[0]->SetLineColor(kRed);
signal[0]->SetLineWidth(5);
signal[0]->Draw("hist same");
}
if(signal.size() > 1){
if(signal[1]){
signal[1]->SetLineStyle(2);
signal[1]->SetLineColor(kOrange+7);
signal[1]->SetLineWidth(4);
signal[1]->Draw("hist same");
}
if(signal.size() > 2){
if(signal[2]){
signal[2]->SetLineStyle(2);
signal[2]->SetLineColor(kPink-6);
signal[2]->SetLineWidth(4);
signal[2]->Draw("hist same");
}
}
}
allBackgrounds->Draw("axis same");
// draw legend
float leg_height = 0.45;
float leg_width = 0.2;
float leg_xoffset = 0.74;
float leg_yoffset = 0.7;
TLegend* leg = new TLegend(leg_xoffset,leg_yoffset-leg_height/2,leg_xoffset+leg_width,leg_yoffset+leg_height/2);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(52);
leg->SetTextSize(0.033);
// currently assuming first signal is Tbq (single T production), second is TTS, third is BBS
if(signal[0])
leg->AddEntry(signal[0], "Tbq (650 GeV)", "l");
if(signal.size()>1){
if(signal[1])
leg->AddEntry(signal[1], "TT_{S} (650 GeV)", "l");
if(signal[2])
leg->AddEntry(signal[2], "BB_{S} (650 GeV)", "l");
}
if(!isSignalRegion)
leg->AddEntry(data, "data 2012");
for(int q=0; q<histos.size(); q++){
if(histos[q]){
if(histos[q]->GetEntries() > 0.)
leg->AddEntry(histos[q], plotLists::GetLegendName(names[q]).c_str(), "f");
}
}
leg->Draw("lpe");
ATLAS_LABEL(0.24,0.86,1);
myText(0.36, 0.86, 1, .05, "Internal");
char text[]="#sqrt{s}=8 TeV";
myText(0.55,0.77,1,.04, text);
char text_L[]="#int L dt = 20.3 fb^{-1}";
myText(0.5, 0.84,1, .04, text_L);
if(channel!=""){
char chan_txt[channel.size()-1];
strcpy(chan_txt, (channel.substr(1)).c_str());
myText(0.5, 0.7, 1, .06, chan_txt);
}
char inText[100];
int t;
if(signal[0])
t=sprintf(inText, "N_{Tbq} = %.1f", signal[0]->Integral(0,signal[0]->GetNbinsX()+1));
else
t=sprintf(inText, "N_{Tbq} = %.1f", 0.);
myText(0.24, 0.7, 1, .04, inText);
if(signal.size()>1){
if(signal[1])
t=sprintf(inText, "N_{TTS} = %.1f", signal[1]->Integral(0,signal[1]->GetNbinsX()+1));
else
t=sprintf(inText, "N_{TTS} = %.1f", 0.);
myText(0.24, 0.65, 1, .04, inText);
if(signal.size()>2){
if(signal[2])
t=sprintf(inText, "N_{BBS} = %.1f", signal[2]->Integral(0,signal[2]->GetNbinsX()+1));
else
t=sprintf(inText, "N_{BBS} = %.1f", 0.);
myText(0.24, 0.6, 1, .04, inText);
}
}
double back_int = allBackgrounds->Integral(0,allBackgrounds->GetNbinsX()+1);
if(back_int > 10000.)
t=sprintf(inText, "N_{B} = %.3e", back_int);
else
t=sprintf(inText, "N_{B} = %.1f", back_int);
myText(0.24, 0.75, 1, .04, inText);
if(!isSignalRegion){
if(data)
t=sprintf(inText, "N_{D} = %.0f", data->Integral(0,data->GetNbinsX()+1));
else
t=sprintf(inText, "N_{D} = %.0f", 0.);
myText(0.24, 0.8, 1, .04, inText);
}
canvas->cd();
// Draw Ratio plot
double ratio_max = 1.6;
double ratio_min = 0.4;
double pad_xlow = 0.;
double pad_xhigh = 0.95;
double pad_ylow = 0.0;
double pad_yhigh = 0.3;
const char* pad_name = "pad";
TPad* pad4ratio = new TPad(pad_name,pad_name,pad_xlow,pad_ylow,pad_xhigh,pad_yhigh);
pad4ratio->SetMargin(pad_margin_left,pad_margin_right,0.46,0.);
pad4ratio->Draw();
pad4ratio->cd();
TH1D* ratioPlot;
if(data)
ratioPlot = (TH1D*)data->Clone("ratio");
else if (signal[0])
ratioPlot = (TH1D*)signal[0]->Clone("ratio"); // just for getting the axis
ratioPlot->SetTitle("");
ratioPlot->Divide(allBackgrounds);
ratioPlot->GetYaxis()->SetTitle("Data/MC");
ratioPlot->GetXaxis()->SetTitle(axisName.c_str());
if (data){
// here change ratio_min and ratio_max if the ratio plot is quite flat
double maxDeviation=0;
double tempDev=0;
for(int ibin=1; ibin<=allBackgrounds->GetNbinsX(); ibin++){
tempDev = std::abs(ratioPlot->GetBinContent(ibin)-1.);
if(tempDev > maxDeviation) maxDeviation = tempDev;
}
if(maxDeviation < 0.1){
ratio_max = 1.12;
ratio_min = 0.88;
}
else if(maxDeviation < 0.2){
ratio_max = 1.25;
ratio_min = .75;
}
ratioPlot->SetMinimum(ratio_min);
ratioPlot->SetMaximum(ratio_max);
}
if(ratioPlot->GetXaxis()->GetNdivisions() > ratioPlot->GetNbinsX())
ratioPlot->GetXaxis()->SetNdivisions(ratioPlot->GetNbinsX());
if(ratioPlot->GetXaxis()->GetNdivisions() > 11)
ratioPlot->GetXaxis()->SetNdivisions(11);
ratioPlot->GetXaxis()->SetLabelSize(RATIOPLOT_XAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetLabelSize(RATIOPLOT_YAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetNdivisions(3);
ratioPlot->GetYaxis()->SetTitleSize(RATIOPLOT_YAXIS_TITLE_SIZE);
ratioPlot->GetYaxis()->SetTitleOffset(RATIOPLOT_YAXIS_TITLE_OFFSET);
ratioPlot->GetXaxis()->SetTitleSize(RATIOPLOT_XAXIS_TITLE_SIZE);
ratioPlot->GetXaxis()->SetTitleOffset(RATIOPLOT_XAXIS_TITLE_OFFSET);
if(!isSignalRegion && data){
ratioPlot->Draw();
// plot horizontal line at y=1
TF1* horizontal = new TF1("horizontal","pol1",-10000,10000);
horizontal->SetParameter(0,1.);
horizontal->SetParameter(1,0.);
horizontal->SetLineColor(kBlack);
horizontal->SetLineStyle(2);
horizontal->SetLineWidth(1);
horizontal->Draw("same");
ratioErr->Draw("E2 same");
}else if(isSignalRegion){
ratioPlot->Draw("axis");
char text[]="DATA IS BLIND HERE";
myText(0.4,0.6,1,.15,text);
}else{ // in this case it is not the signal region but there is no data
ratioPlot->Draw("axis");
char text[]="NO DATA";
myText(0.4,0.6,1,.15,text);
}
return canvas;
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas. //
// It also plots the signal as a dashed //
// line and the data with a ratio at the //
// the bottom of data/allBackgrounds //
// *************************************** //
TCanvas* drawPlots::plotAll(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, TH1D* signal, TH1D* data, TH1D* errDown, TH1D* errUp, bool isSignalRegion, bool doLogAxis){
const unsigned int MAINPLOT_WIDTH = 800;
const unsigned int MAINPLOT_HEIGHT = 500;
const unsigned int RATIOPLOT_HEIGHT = 125;
const unsigned int OFFSET = 10;
//LUKE: Title offset and title size are proportional in
//root, so you have to change them together,
//this makes me a sad panda
const double RATIOPLOT_YAXIS_TITLE_OFFSET = 0.4;
const double RATIOPLOT_YAXIS_TITLE_SIZE = 0.14;
const double RATIOPLOT_YAXIS_TICK_LENGTH = 0.01;
const double RATIOPLOT_YAXIS_LABEL_SIZE = 0.15;
const double RATIOPLOT_XAXIS_TITLE_OFFSET = 0.9;
const double RATIOPLOT_XAXIS_TITLE_SIZE = 0.2;
const double RATIOPLOT_XAXIS_TICK_LENGTH = 0.05;
const double RATIOPLOT_XAXIS_LABEL_SIZE = 0.2;
const double CANVAS_HEIGHT = MAINPLOT_HEIGHT+RATIOPLOT_HEIGHT+OFFSET;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,MAINPLOT_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
canvas->cd();
// create main pad
const double mainPad_ylow = (CANVAS_HEIGHT - MAINPLOT_HEIGHT)/CANVAS_HEIGHT;
const double mainPad_yhigh = 1.;
const double pad_margin_left = 0.15;
const double pad_margin_right = 0.05;
double main_y_max = -99;
double main_y_min = -99;
double main_x_max = -99;
double main_x_min = -99;
for(int a=0; a<histos.size(); a++){
if(histos[a]){
if(histos[a]->GetEntries()> 0.){
GetAxisLimits(histos[a], main_x_min, main_x_max, main_y_min, main_y_max);
}
}
}
if(data){
int maxBinData = data->GetMaximumBin();
double dataYmax = data->GetBinContent(maxBinData);
if(dataYmax > main_y_max) main_y_max = dataYmax;
}
// create main pad
TPad* mainPad = new TPad("main","main",0.,mainPad_ylow,1.,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
SetAtlasStyle();
if(doLogAxis)mainPad->SetLogy();
// clone signal or data because one should exist for each plot
TH1D* allBackgrounds;
bool gotSomething=false;
if(signal)
allBackgrounds = (TH1D*)signal->Clone("all_backgrounds");
else if(data)
allBackgrounds = (TH1D*)data->Clone("all_backgrounds");
else{
for(int b=0; b<histos.size(); b++){
if(histos[b] && !gotSomething){
allBackgrounds = (TH1D*)histos[b]->Clone("all_backgrounds");
gotSomething=true;
}
}
}
// set all bins to zero so that you can add all histograms to it
for(int i=0; i<=allBackgrounds->GetNbinsX()+1; i++)
allBackgrounds->SetBinContent(i,0);
THStack* Stack = new THStack();
std::string title = std::string(";") + axisName + ";Events";
Stack->SetTitle(title.c_str());
for(int b=0; b<histos.size(); b++){
if(histos[b]){
if(histos[b]->GetEntries() > 0.){
histos[b]->SetLineColor(1);
histos[b]->SetFillColor(tools::setColor(names[b]));
Stack->Add(histos[b]);
for(int j=0; j<=allBackgrounds->GetNbinsX()+1; j++){
double binContent=allBackgrounds->GetBinContent(j)+histos[b]->GetBinContent(j);
allBackgrounds->SetBinContent(j,binContent);
}
}
}
}
TH1D* backgroundsForRatio = (TH1D*)allBackgrounds->Clone("bkgds_for_ratio");
if(doLogAxis){
main_y_max = main_y_max*10;
if(Stack->GetMinimum()>.1) Stack->SetMinimum(.1);
}
else main_y_max = main_y_max*1.4;
Stack->SetMaximum(main_y_max);
Stack->Draw("hist");
errDown->Draw("E2same");
errUp->Draw("E2Same");
// make error histograms for the ratio plot
TH1D* ratioErrDown = (TH1D*) errDown->Clone("ratio_error_down");
TH1D* ratioErrUp = (TH1D*) errUp->Clone("ratio_error_up");
ratioErrDown->Divide(backgroundsForRatio);
ratioErrUp->Divide(backgroundsForRatio);
if(!isSignalRegion && data)
data->Draw("e same");
if(signal){
signal->SetLineStyle(2);
signal->SetLineColor(kRed);
signal->SetLineWidth(5);
signal->Draw("hist same");
}
TLegend* leg = new TLegend(0.8,0.65,0.95,0.9);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
if(signal)
leg->AddEntry(signal, "Signal", "l");
if(!isSignalRegion)
leg->AddEntry(data, "Data");
for(int q=0; q<histos.size(); q++){
if(histos[q]){
if(histos[q]->GetEntries() > 0.)
leg->AddEntry(histos[q], names[q].c_str(), "f");
}
}
leg->Draw("lpe");
ATLAS_LABEL(0.2,0.85,1);
char text[]="#sqrt{s}=8 TeV";
myText(0.6,0.75,1,.04, text);
char text_L[]="#int L dt = 20.3 fb^{-1}";
myText(0.6, 0.85,1, .04, text_L);
char inText[100];
int t;
if(signal)
t=sprintf(inText, "N_{Signal} = %.1f", signal->Integral(0,signal->GetNbinsX()+1));
else
t=sprintf(inText, "N_{Signal} = %.1f", 0.);
myText(0.2, 0.75, 1, .04, inText);
double back_int = allBackgrounds->Integral(0,allBackgrounds->GetNbinsX()+1);
if(back_int > 10000.)
t=sprintf(inText, "N_{Bkgd} = %.3e", back_int);
else
t=sprintf(inText, "N_{Bkgd} = %.1f", back_int);
myText(0.2, 0.7, 1, .04, inText);
if(!isSignalRegion){
if(data)
t=sprintf(inText, "N_{Data} = %.0f", data->Integral(0,data->GetNbinsX()+1));
else
t=sprintf(inText, "N_{Data} = %.0f", 0.);
myText(0.2, 0.65, 1, .04, inText);
}
canvas->cd();
// Draw Ratio plot
double ratio_max = 1.6;
double ratio_min = 0.4;
const double x_axis_size = 0.4;
const double ratio_pad_height = RATIOPLOT_HEIGHT/CANVAS_HEIGHT;
double pad_xlow = 0.,pad_xhigh = 1.;
double pad_ylow = OFFSET/CANVAS_HEIGHT,pad_yhigh = ratio_pad_height;
const char* pad_name = "pad";
TPad* pad4ratio = new TPad(pad_name,pad_name,pad_xlow,pad_ylow,pad_xhigh,pad_yhigh);
pad4ratio->SetMargin(pad_margin_left,pad_margin_right,x_axis_size,0.);
pad4ratio->Draw();
pad4ratio->cd();
TH1D* ratioPlot;
if(data) ratioPlot = (TH1D*)data->Clone("ratio");
else if(signal) ratioPlot = (TH1D*)signal->Clone("ratio"); // if there is no data then use signal for axis
ratioPlot->SetTitle("");
ratioPlot->GetYaxis()->SetTitle("Data/MC");
ratioPlot->GetXaxis()->SetTitle(axisName.c_str());
if(data){
ratioPlot->Divide(allBackgrounds);
// here change ratio_min and ratio_max if the ratio plot is quite flat
double maxDeviation=0;
double tempDev=0;
for(int ibin=1; ibin<=allBackgrounds->GetNbinsX(); ibin++){
tempDev = std::abs(ratioPlot->GetBinContent(ibin)-1.);
if(tempDev > maxDeviation) maxDeviation = tempDev;
}
if(maxDeviation < 0.1){
ratio_max = 1.12;
ratio_min = 0.88;
}
else if(maxDeviation < 0.2){
ratio_max = 1.25;
ratio_min = .75;
}
ratioPlot->SetMinimum(ratio_min);
ratioPlot->SetMaximum(ratio_max);
}
ratioPlot->GetXaxis()->SetLabelSize(RATIOPLOT_XAXIS_LABEL_SIZE);
ratioPlot->GetXaxis()->SetTickLength(RATIOPLOT_XAXIS_TICK_LENGTH);
ratioPlot->GetYaxis()->SetLabelSize(RATIOPLOT_YAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetTickLength(RATIOPLOT_YAXIS_TICK_LENGTH);
ratioPlot->GetYaxis()->SetNdivisions(3);
ratioPlot->GetYaxis()->SetTitleSize(RATIOPLOT_YAXIS_TITLE_SIZE);
ratioPlot->GetYaxis()->SetTitleOffset(RATIOPLOT_YAXIS_TITLE_OFFSET);
ratioPlot->GetXaxis()->SetTitleSize(RATIOPLOT_XAXIS_TITLE_SIZE);
ratioPlot->GetXaxis()->SetTitleOffset(RATIOPLOT_XAXIS_TITLE_OFFSET);
if(!isSignalRegion && data){
ratioPlot->Draw();
// plot horizontal line at y=1
TF1* horizontal = new TF1("horizontal","pol1",-10000,10000);
horizontal->SetParameter(0,1.);
horizontal->SetParameter(1,0.);
horizontal->SetLineColor(kBlack);
horizontal->SetLineStyle(2);
horizontal->SetLineWidth(1);
horizontal->Draw("same");
ratioErrDown->Draw("E2same");
ratioErrUp->Draw("E2same");
}else if(isSignalRegion){
ratioPlot->Draw("axis");
char text[]="DATA IS BLINDED HERE";
myText(0.4,0.6,1,.2,text);
}else{ // in this case it is not the signal region but there is no data
ratioPlot->Draw("axis");
char text[]="NO DATA";
myText(0.4,0.6,1,.2,text);
}
return canvas;
}
// *************************************** //
// this is a function that draws all //
// backrounds as a grey area, and compares //
// the shape of the backgrounds to that of //
// the signal //
// This one is supposed to match the plots //
// make by JP (Fig 3 of CONF note) //
// *************************************** //
TCanvas* drawPlots::plotShape_VLQ(TH1D* bkgd, std::string axisName, std::vector<TH1D*> signal, bool doLogAxis, std::string channel){
// only drawing shapes so normalize histograms
std::cout << "background integral: " << bkgd->Integral() << std::endl;
bkgd->Scale(1./bkgd->Integral());
for(int ahist=0; ahist<signal.size(); ahist++){
if(signal[ahist]){
std::cout << "scaling signal: " << ahist << " with integral: " << signal[ahist]->Integral() << std::endl;
signal[ahist]->Scale(1./signal[ahist]->Integral());
}
}
const unsigned int CANVAS_WIDTH = 720;
const unsigned int CANVAS_HEIGHT = 750;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,CANVAS_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
canvas->cd();
SetAtlasStyle();
gStyle->SetHistLineWidth(1.);
// create main pad
const double mainPad_ylow = 0.;
const double mainPad_yhigh = 1.;
const double mainPad_xlow = 0.;
const double mainPad_xhigh = 1.;
const double pad_margin_left = 0.16;
const double pad_margin_right = 0.035;
double main_y_max = -99;
double main_y_min = -99;
TPad* mainPad = new TPad("main","main",mainPad_xlow,mainPad_ylow,mainPad_xhigh,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.16,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
// find max y
int maxBinBkg = bkgd->GetMaximumBin();
double bkgYmax = bkgd->GetBinContent(maxBinBkg);
main_y_max = bkgYmax;
// std::cout << "background maximum: " << bkgYmax << std::endl;
if(main_y_max < .002) main_y_max = .1;
if(doLogAxis){
mainPad->SetLogy();
main_y_min = 0.0001;
main_y_max*=500;
}else{
main_y_min = 0.00001;
main_y_max*=1.6;
}
// draw axis
bkgd->SetMaximum(main_y_max);
bkgd->SetMinimum(main_y_min);
std::string title = std::string(";") + axisName + ";Fraction of events";
std::stringstream binw;
binw<<bkgd->GetBinWidth(1);
std::string width = binw.str();
if (axisName.find("GeV") != std::string::npos) width += " GeV";
if(bkgd->GetBinWidth(1) != 1) title += " / "+width;
bkgd->SetTitle(title.c_str());
bkgd->GetYaxis()->SetTitleOffset(1.6);
bkgd->GetXaxis()->SetTitleOffset(1.2);
bkgd->GetYaxis()->SetLabelSize(0.03);
bkgd->GetYaxis()->SetTitleSize(0.045);
bkgd->GetXaxis()->SetTitleSize(0.045);
bkgd->GetXaxis()->SetLabelSize(0.03);
bkgd->SetFillStyle(3354);
bkgd->SetFillColor(kGray+2);
bkgd->SetLineColor(kGray+2);
bkgd->Draw("histf");
// draw signal
if(signal[0]){
std::cout << "printing Tbq" << std::endl;
signal[0]->SetLineStyle(2);
signal[0]->SetLineColor(kRed+2); // kGreen+3 was being used before
signal[0]->SetLineWidth(5);
signal[0]->Draw("hist same");
}
if(signal.size() > 1){
if(signal[1]){
std::cout << "printing TTS" << std::endl;
// signal[1]->SetLineStyle(2);
signal[1]->SetLineColor(kRed+2);
signal[1]->SetLineWidth(4);
signal[1]->Draw("hist same");
}
if(signal.size() > 2){
if(signal[2]){
std::cout << "printing BBS" << std::endl;
// signal[2]->SetLineStyle(2);
signal[2]->SetLineColor(kBlue+2);
signal[2]->SetLineWidth(4);
signal[2]->Draw("hist same");
}
}
}
bkgd->Draw("axis same");
// draw legend
float leg_height = 0.2;
float leg_width = 0.4;
float leg_xoffset = 0.65;
float leg_yoffset = 0.8;
TLegend* leg = new TLegend(leg_xoffset,leg_yoffset-leg_height/2,leg_xoffset+leg_width,leg_yoffset+leg_height/2);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(72);
leg->SetTextSize(0.026);
// currently assuming first signal is single T, second is TTS
leg->AddEntry(bkgd,"Background", "f");
if(signal.size()>1){
if(signal.size()>2){
if(signal[2])
leg->AddEntry(signal[2], "B#bar{B} (650 GeV)", "l");
}
if(signal[1])
leg->AddEntry(signal[1], "T#bar{T} (650 GeV)", "l");
}
if(signal[0])
leg->AddEntry(signal[0], "T#bar{b}q (650 GeV)", "l");
leg->Draw("lpe");
ATLAS_LABEL(0.24,0.86,1);
myText(0.26, 0.81, 1, .04, "Internal");
char text[]="#sqrt{s}=8 TeV";
myText(0.48,0.82,1,.03, text);
char text_L[]="Simulation";
myText(0.47, 0.87,1, .03, text_L);
char text_tri[]="Trilepton";
myText(0.485, 0.77, 1, .03, text_tri);
if(channel!=""){
char chan_txt[channel.size()-1];
strcpy(chan_txt, (channel.substr(1)).c_str());
if(channel.size()>10)
myText(0.55, 0.56, 1, .03, chan_txt);
else
myText(0.65, 0.56, 1, .03, chan_txt);
}
canvas->cd();
return canvas;
}
void
QA_Draw_HCALIN_TowerCluster(
const char * qa_file_name_new =
"/phenix/u/jinhuang/links/ePHENIX_work/sPHENIX_work/production_analysis_updates/spacal1d/fieldmap/G4Hits_sPHENIX_pi-_eta0.30_32GeV-0000.root_qa.root",
const char * qa_file_name_ref =
"/phenix/u/jinhuang/links/ePHENIX_work/sPHENIX_work/production_analysis_updates/spacal1d/fieldmap/G4Hits_sPHENIX_pi+_eta0.30_32GeV-0000.root_qa.root")
{
SetOKStyle();
gStyle->SetOptStat(0);
gStyle->SetOptFit(1111);
TVirtualFitter::SetDefaultFitter("Minuit2");
TFile * qa_file_new = new TFile(qa_file_name_new);
assert(qa_file_new->IsOpen());
TFile * qa_file_ref = NULL;
if (qa_file_name_ref)
{
qa_file_ref = new TFile(qa_file_name_ref);
assert(qa_file_ref->IsOpen());
}
TCanvas *c1 = new TCanvas("QA_Draw_HCALIN_TowerCluster",
"QA_Draw_HCALIN_TowerCluster", 1800, 900);
c1->Divide(4, 2);
int idx = 1;
TPad * p;
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogx();
p->SetLogy();
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_1x1", "TH1F");
assert(h_new);
h_new->Scale(1. / h_new->GetSum());
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_1x1", "TH1F");
assert(h_ref);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Normalized tower count per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogx();
p->SetLogy();
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_3x3", "TH1F");
assert(h_new);
h_new->Scale(1. / h_new->GetSum());
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_3x3", "TH1F");
assert(h_ref);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Normalized tower count per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogx();
p->SetLogy();
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_1x1_max", "TH1F");
assert(h_new);
h_new->Rebin(40);
h_new->Sumw2();
h_new->Scale(1. / h_new->GetSum());
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_1x1_max", "TH1F");
assert(h_ref);
h_ref->Rebin(40);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Probability per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogx();
p->SetLogy();
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_4x4_max", "TH1F");
assert(h_new);
h_new->Rebin(40);
h_new->Sumw2();
h_new->Scale(1. / h_new->GetSum());
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Tower_4x4_max", "TH1F");
assert(h_ref);
h_ref->Rebin(40);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Probability per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogz();
TH2F * h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection =
(TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection);
h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->GetYaxis()->SetTitleOffset(
1.5);
// h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->GetXaxis()->SetRangeUser(-5,
// 5);
// h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->GetYaxis()->SetRangeUser(-5,
// 5);
h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->Draw("COLZ");
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogz();
{
TH2F * h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection =
(TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection);
TH1D * proj_new =
h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->ProjectionX(
"qa_file_new_h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection_px");
proj_new->Rebin(4);
proj_new->Scale(1. / proj_new->GetSum());
TH1D * proj_ref = NULL;
if (qa_file_ref)
{
TH2F * h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection =
(TH2F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection);
proj_ref =
h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->ProjectionX(
"qa_file_ref_h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection_px");
proj_ref->Rebin(4);
proj_ref->Scale(1. / proj_ref->GetSum());
}
proj_new->GetYaxis()->SetTitleOffset(1.);
proj_new->GetXaxis()->SetTitleOffset(1.);
proj_new->GetYaxis()->SetTitle("Normalized energy distribution");
// proj_new->GetXaxis()->SetRangeUser(-10, 10);
DrawReference(proj_new, proj_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogz();
{
TH2F * h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection =
(TH2F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection);
TH1D * proj_new =
h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->ProjectionY(
"qa_file_new_h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection_py");
proj_new->Rebin(4);
proj_new->Scale(1. / proj_new->GetSum());
TH1D * proj_ref = NULL;
if (qa_file_ref)
{
TH2F * h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection =
(TH2F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection", "TH2F");
assert(h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection);
proj_ref =
h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection->ProjectionY(
"qa_file_ref_h_QAG4Sim_HCALIN_Cluster_LateralTruthProjection_py");
proj_ref->Rebin(4);
proj_ref->Scale(1. / proj_ref->GetSum());
}
proj_new->GetYaxis()->SetTitleOffset(1.);
proj_new->GetXaxis()->SetTitleOffset(1.);
proj_new->GetYaxis()->SetTitle("Normalized energy distribution");
// proj_new->GetXaxis()->SetRangeUser(-10, 10);
DrawReference(proj_new, proj_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F * h_new = (TH1F *) qa_file_new->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_BestMatchERatio", "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / h_new->GetSum());
TH1F * h_ref = NULL;
if (qa_file_ref)
{
TH1F * h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
"h_QAG4Sim_HCALIN_Cluster_BestMatchERatio", "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / h_ref->GetSum());
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Probability per bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
PutInputFileName(c1, .04, qa_file_name_new, qa_file_name_ref);
SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), true);
}
void goftest() {
// ------------------------------------------------------------------------
// C a s e 1 : C r e a t e l o g N o r m a l r a n d o m s a m p l e
// ------------------------------------------------------------------------
UInt_t nEvents1 = 1000;
//ROOT::Math::Random<ROOT::Math::GSLRngMT> r;
TF1 * f1 = new TF1("logNormal","ROOT::Math::lognormal_pdf(x,[0],[1])",0,500);
// set the lognormal parameters (m and s)
f1->SetParameters(4.0,1.0);
f1->SetNpx(1000);
Double_t* sample1 = new Double_t[nEvents1];
TH1D* h1smp = new TH1D("h1smp", "LogNormal distribution histogram", 100, 0, 500);
h1smp->SetStats(kFALSE);
for (UInt_t i = 0; i < nEvents1; ++i) {
//Double_t data = f1->GetRandom();
Double_t data = gRandom->Gaus(4,1);
data = TMath::Exp(data);
sample1[i] = data;
h1smp->Fill(data);
}
// normalize correctly the histogram using the entries inside
h1smp->Scale( ROOT::Math::lognormal_cdf(500.,4.,1) / nEvents1, "width");
TCanvas* c = new TCanvas("c","1-Sample and 2-Samples GoF Tests");
c->Divide(1, 2);
TPad * pad = (TPad *)c->cd(1);
h1smp->Draw();
h1smp->SetLineColor(kBlue);
pad->SetLogy();
f1->SetNpx(100); // use same points as histo for drawing
f1->SetLineColor(kRed);
f1->Draw("SAME");
// -----------------------------------------
// C r e a t e G o F T e s t o b j e c t
// -----------------------------------------
ROOT::Math::GoFTest* goftest_1 = new ROOT::Math::GoFTest(nEvents1, sample1, ROOT::Math::GoFTest::kLogNormal);
/* Possible calls for the Anderson - DarlingTest test */
/*----------------------------------------------------*/
/* a) Returning the Anderson-Darling standardized test statistic */
Double_t A2_1 = goftest_1-> AndersonDarlingTest("t");
Double_t A2_2 = (*goftest_1)(ROOT::Math::GoFTest::kAD, "t");
assert(A2_1 == A2_2);
/* b) Returning the p-value for the Anderson-Darling test statistic */
Double_t pvalueAD_1 = goftest_1-> AndersonDarlingTest(); // p-value is the default choice
Double_t pvalueAD_2 = (*goftest_1)(); // p-value and Anderson - Darling Test are the default choices
assert(pvalueAD_1 == pvalueAD_2);
/* Rebuild the test using the default 1-sample construtor */
delete goftest_1;
goftest_1 = new ROOT::Math::GoFTest(nEvents1, sample1 ); // User must then input a distribution type option
goftest_1->SetDistribution(ROOT::Math::GoFTest::kLogNormal);
/* Possible calls for the Kolmogorov - Smirnov test */
/*--------------------------------------------------*/
/* a) Returning the Kolmogorov-Smirnov standardized test statistic */
Double_t Dn_1 = goftest_1-> KolmogorovSmirnovTest("t");
Double_t Dn_2 = (*goftest_1)(ROOT::Math::GoFTest::kKS, "t");
assert(Dn_1 == Dn_2);
/* b) Returning the p-value for the Kolmogorov-Smirnov test statistic */
Double_t pvalueKS_1 = goftest_1-> KolmogorovSmirnovTest();
Double_t pvalueKS_2 = (*goftest_1)(ROOT::Math::GoFTest::kKS);
assert(pvalueKS_1 == pvalueKS_2);
/* Valid but incorrect calls for the 2-samples methods of the 1-samples constucted goftest_1 */
#ifdef TEST_ERROR_MESSAGE
Double_t A2 = (*goftest_1)(ROOT::Math::GoFTest::kAD2s, "t"); // Issues error message
Double_t pvalueKS = (*goftest_1)(ROOT::Math::GoFTest::kKS2s); // Issues error message
assert(A2 == pvalueKS);
#endif
TPaveText* pt1 = new TPaveText(0.58, 0.6, 0.88, 0.80, "brNDC");
Char_t str1[50];
sprintf(str1, "p-value for A-D 1-smp test: %f", pvalueAD_1);
pt1->AddText(str1);
pt1->SetFillColor(18);
pt1->SetTextFont(20);
pt1->SetTextColor(4);
Char_t str2[50];
sprintf(str2, "p-value for K-S 1-smp test: %f", pvalueKS_1);
pt1->AddText(str2);
pt1->Draw();
// ------------------------------------------------------------------------
// C a s e 2 : C r e a t e G a u s s i a n r a n d o m s a m p l e s
// ------------------------------------------------------------------------
UInt_t nEvents2 = 2000;
Double_t* sample2 = new Double_t[nEvents2];
TH1D* h2smps_1 = new TH1D("h2smps_1", "Gaussian distribution histograms", 100, 0, 500);
h2smps_1->SetStats(kFALSE);
TH1D* h2smps_2 = new TH1D("h2smps_2", "Gaussian distribution histograms", 100, 0, 500);
h2smps_2->SetStats(kFALSE);
TRandom3 r;
for (UInt_t i = 0; i < nEvents1; ++i) {
Double_t data = r.Gaus(300, 50);
sample1[i] = data;
h2smps_1->Fill(data);
}
h2smps_1->Scale(1. / nEvents1, "width");
c->cd(2);
h2smps_1->Draw();
h2smps_1->SetLineColor(kBlue);
for (UInt_t i = 0; i < nEvents2; ++i) {
Double_t data = r.Gaus(300, 50);
sample2[i] = data;
h2smps_2->Fill(data);
}
h2smps_2->Scale(1. / nEvents2, "width");
h2smps_2->Draw("SAME");
h2smps_2->SetLineColor(kRed);
// -----------------------------------------
// C r e a t e G o F T e s t o b j e c t
// -----------------------------------------
ROOT::Math::GoFTest* goftest_2 = new ROOT::Math::GoFTest(nEvents1, sample1, nEvents2, sample2);
/* Possible calls for the Anderson - DarlingTest test */
/*----------------------------------------------------*/
/* a) Returning the Anderson-Darling standardized test statistic */
A2_1 = goftest_2->AndersonDarling2SamplesTest("t");
A2_2 = (*goftest_2)(ROOT::Math::GoFTest::kAD2s, "t");
assert(A2_1 == A2_2);
/* b) Returning the p-value for the Anderson-Darling test statistic */
pvalueAD_1 = goftest_2-> AndersonDarling2SamplesTest(); // p-value is the default choice
pvalueAD_2 = (*goftest_2)(ROOT::Math::GoFTest::kAD2s); // p-value is the default choices
assert(pvalueAD_1 == pvalueAD_2);
/* Possible calls for the Kolmogorov - Smirnov test */
/*--------------------------------------------------*/
/* a) Returning the Kolmogorov-Smirnov standardized test statistic */
Dn_1 = goftest_2-> KolmogorovSmirnov2SamplesTest("t");
Dn_2 = (*goftest_2)(ROOT::Math::GoFTest::kKS2s, "t");
assert(Dn_1 == Dn_2);
/* b) Returning the p-value for the Kolmogorov-Smirnov test statistic */
pvalueKS_1 = goftest_2-> KolmogorovSmirnov2SamplesTest();
pvalueKS_2 = (*goftest_2)(ROOT::Math::GoFTest::kKS2s);
assert(pvalueKS_1 == pvalueKS_2);
#ifdef TEST_ERROR_MESSAGE
/* Valid but incorrect calls for the 1-sample methods of the 2-samples constucted goftest_2 */
A2 = (*goftest_2)(ROOT::Math::GoFTest::kAD, "t"); // Issues error message
pvalueKS = (*goftest_2)(ROOT::Math::GoFTest::kKS); // Issues error message
assert(A2 == pvalueKS);
#endif
TPaveText* pt2 = new TPaveText(0.13, 0.6, 0.43, 0.8, "brNDC");
sprintf(str1, "p-value for A-D 2-smps test: %f", pvalueAD_1);
pt2->AddText(str1);
pt2->SetFillColor(18);
pt2->SetTextFont(20);
pt2->SetTextColor(4);
sprintf(str2, "p-value for K-S 2-smps test: %f", pvalueKS_1);
pt2-> AddText(str2);
pt2-> Draw();
// ------------------------------------------------------------------------
// C a s e 3 : C r e a t e L a n d a u r a n d o m s a m p l e
// ------------------------------------------------------------------------
UInt_t nEvents3 = 1000;
Double_t* sample3 = new Double_t[nEvents3];
for (UInt_t i = 0; i < nEvents3; ++i) {
Double_t data = r.Landau();
sample3[i] = data;
}
// ------------------------------------------
// C r e a t e G o F T e s t o b j e c t s
// ------------------------------------------
/* Possible constructors for the user input distribution */
/*-------------------------------------------------------*/
/* a) User input PDF */
ROOT::Math::Functor1D f(&TMath::Landau);
double min = 3*TMath::MinElement(nEvents3, sample3);
double max = 3*TMath::MaxElement(nEvents3, sample3);
ROOT::Math::GoFTest* goftest_3a = new ROOT::Math::GoFTest(nEvents3, sample3, f, ROOT::Math::GoFTest::kPDF, min,max); // need to specify am interval
/* b) User input CDF */
ROOT::Math::Functor1D fI(&TMath::LandauI);
ROOT::Math::GoFTest* goftest_3b = new ROOT::Math::GoFTest(nEvents3, sample3, fI, ROOT::Math::GoFTest::kCDF,min,max);
/* Returning the p-value for the Anderson-Darling test statistic */
pvalueAD_1 = goftest_3a-> AndersonDarlingTest(); // p-value is the default choice
pvalueAD_2 = (*goftest_3b)(); // p-value and Anderson - Darling Test are the default choices
/* Checking consistency between both tests */
std::cout << " \n\nTEST with LANDAU distribution:\t";
if (TMath::Abs(pvalueAD_1 - pvalueAD_2) > 1.E-1 * pvalueAD_2) {
std::cout << "FAILED " << std::endl;
Error("goftest","Error in comparing testing using Landau and Landau CDF");
std::cerr << " pvalues are " << pvalueAD_1 << " " << pvalueAD_2 << std::endl;
}
else
std::cout << "OK ( pvalues = " << pvalueAD_2 << " )" << std::endl;
}
void plotFinal() {
double yPos, xPos, theta, energy = 0.; // NOTE: theta comes in degrees
int numHit, pID = 0;
TFile* file = new TFile("complete.root");
TTree* Hits_Info = (TTree *)file->Get("Signal");
Hits_Info->SetBranchAddress("numHits", &numHit);
Hits_Info->SetBranchAddress("energyTot", &energy);
Hits_Info->SetBranchAddress("XPosition", &xPos);
Hits_Info->SetBranchAddress("YPosition", &yPos);
Hits_Info->SetBranchAddress("Particle_ID", &pID);
Hits_Info->SetBranchAddress("Theta", &theta);
// Initialize histograms
double nEnergyMin = 10; // MeV
double nEnergyMax = 510; // MeV
int nEnergyBins = 50;
double dEnergyBinSize = (double)(nEnergyMax - nEnergyMin) / (double)nEnergyBins;
double nThetaMin = 52; // mrad
double nThetaMax = 70; // mrad
int nThetaBins = 50;
double dThetaBinSize = (nThetaMax - nThetaMin) / nThetaBins;
double nM2Min = -1000; // MeV
double nM2Max = 1000; // MeV
int nM2Bins = 100;
double dM2BinSize = (nM2Max - nM2Min)/nM2Bins;
TH1D* hgammaEnergy = new TH1D("Energy" , // plot label
"Gamma Energy Distribution", // title
nEnergyBins, // x number of bins
nEnergyMin, // x lower bound
nEnergyMax); // x upper bound
TH1D* hgammaTheta = new TH1D("#theta" , // plot label
"Gamma #theta Distribution", // title
nThetaBins, // x number of bins
nThetaMin, // x lower bound
nThetaMax); // x upper bound
TH1D* hm2 = new TH1D("M_{A'}^{2}" , // plot label
"Missing Mass Squared", // title
nM2Bins, // x number of bins
nM2Min, // x lower bound
nM2Max); // x upper bound
TH2F* henergytheta = new TH2F("scatter", // plot label
"#theta vs Energy", // title
nThetaBins, // x num of bins
nThetaMin, // x min
nThetaMax, // x max
nEnergyBins, // y num of bins
nEnergyMin, // y min
nEnergyMax); // y max
// go through all entries and fill the histograms
int nentries = Hits_Info->GetEntries();
for (int i=0; i<nentries; i++) {
Hits_Info->GetEntry(i);
if (pID == 22) { // gammas only
theta*= TMath::Pi()/180; //radians
hgammaEnergy->Fill(energy,BINNING_WEIGHT / dEnergyBinSize);
hgammaTheta->Fill(theta*1000, BINNING_WEIGHT / dThetaBinSize);
henergytheta->Fill(theta*1000, energy);
hm2->Fill(mSquared(energy, theta), BINNING_WEIGHT / dM2BinSize);
}
}
// create canvas and draw histogram
TCanvas* canvas = new TCanvas("canvas", "canvas", 700, 700);
canvas->Divide(3,2);
TPad* p;
p = (TPad*)canvas->cd(2);
p->SetLogy();
p->SetGrid();
hgammaEnergy->SetFillColor(kBlue);
hgammaEnergy->SetFillStyle(3001);
hgammaEnergy->Draw();
hgammaEnergy->GetXaxis()->SetTitle("Energy (MeV)");
hgammaEnergy->GetYaxis()->SetTitle("Photons per MeV per Second (MeV^{-1} s^{-1})");
hgammaEnergy->GetXaxis()->CenterTitle();
hgammaEnergy->GetYaxis()->CenterTitle();
p = (TPad*)canvas->cd(5);
p->SetLogy();
p->SetGrid();
hgammaTheta->SetFillColor(kBlue);
hgammaTheta->SetFillStyle(3001);
hgammaTheta->Draw();
hgammaTheta->GetXaxis()->SetTitle("#theta (mrad)");
hgammaTheta->GetXaxis()->CenterTitle();
hgammaTheta->GetYaxis()->SetTitle("Photons per mrad per Second (mrad^{-1} s^{-1})");
hgammaTheta->GetYaxis()->CenterTitle();
p = (TPad*)canvas->cd(1);
p->SetGrid();
hm2->SetFillColor(kBlue);
hm2->SetFillStyle(3001);
hm2->GetXaxis()->SetTitle("M_{A'}^{2} (MeV^{2})");
hm2->GetYaxis()->SetTitle("Photons per MeV^{2} per Second (MeV^{-2} s^{-1})");
hm2->GetXaxis()->CenterTitle();
hm2->GetYaxis()->CenterTitle();
hm2->Draw();
p = (TPad*)canvas->cd(4);
p->SetLogy();
p->SetGrid();
hm2->Draw();
p = (TPad*)canvas->cd(3);
henergytheta->Draw();
henergytheta->GetYaxis()->SetTitle("Energy (MeV)");
henergytheta->GetXaxis()->SetTitle("#theta (mrad)");
henergytheta->GetXaxis()->CenterTitle();
henergytheta->GetYaxis()->CenterTitle();
}
void plot1d(int hid) {
gStyle->SetOptStat(0);
char c[50];
c1->Clear();
if(m1dHist[hid]==0){
c1->Divide(2,2);
for(int quad=0; quad<kFgtNumQuads; quad++){
TVirtualPad* pad1 = c1->cd(quad+1);
pad1->SetLogy(l1dHist[hid]);
double xmin, xmax, ymin=0.0, ymax=0.0;
if(l1dHist[hid]==1) ymin=0.1;
for(int disc=0; disc<kFgtNumDiscs; disc++){
sprintf(c,"%1d%1s-%s",disc+1,cquad[quad],c1dHist[hid]);
//printf("Getting %s\n",c);
TH1F *h = hist1[disc][quad][hid] = (TH1F*)file->Get(c);
xmin=h->GetXaxis()->GetXmin();
xmax=h->GetXaxis()->GetXmax();
double m=h->GetMaximum();
if(ymax<m) ymax=m;
printf("disc=%d max=%6.1f ymax=%6.1f xmin=%6.1f xmax=%6.1f\n",disc+1,m,ymax,xmin,xmax);
}
sprintf(c,"Quad%1s-%s",cquad[quad],c1dHist[hid]);
TH2F *frame = new TH2F(c,c,1,xmin,xmax,1,ymin,ymax*1.2); frame->SetStats(0); frame->Draw();
for(int disc=0; disc<kFgtNumDiscs; disc++){
TH1F *h=hist1[disc][quad][hid];
h->SetLineColor(color[disc]); h->SetLineWidth(3); h->Draw("SAME");
if(f1dHist[hid]==0){
float mean=h->GetMean();
sprintf(c,"%1d%s mean=%6.2f",disc+1,cquad[quad],mean);
}else if(f1dHist[hid]==1){
int res = h->Fit("gaus","0Q");
TF1 *f = h->GetFunction("gaus");
float sig = f->GetParameter(2);
if(res==0 && sig>0.0001 && h->GetEntries()>5){
f->SetLineColor(color[disc]); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s sig=%6.3f",disc+1,cquad[quad],sig);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
}else if(f1dHist[hid]==2){
int res = h->Fit("landau","0Q");
TF1 *f = h->GetFunction("landau");
float peak = f->GetParameter(1);
if(res==0 && peak>0 && h->GetEntries()>5){
f->SetLineColor(color[disc]); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s mpv=%6.0f",disc+1,cquad[quad],peak);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
}
TText *t1;
float x1= 0.2, x2= 0.55;
float y1=0.8 - 0.07*disc;
float y2=0.8 - 0.07*(disc-3);
if(disc<3) { t1 = new TText(x1,y1,c); }
else { t1 = new TText(x2,y2,c); }
t1->SetNDC();
t1->SetTextSize(0.04);
t1->SetTextColor(color[disc]);
t1->Draw();
}
}
}else{
c1->Divide(4,6);
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetOptFit(0);
for(int disc=0; disc<kFgtNumDiscs; disc++){
for(int quad=0; quad<kFgtNumQuads; quad++){
TPad* pad = c1->cd(disc*4+quad+1);
pad->SetRightMargin(0.01); pad->SetLeftMargin(0.1);
pad->SetTopMargin(0.01); pad->SetBottomMargin(0.1);
pad->SetLogy(l1dHist[hid]);
sprintf(c,"%1d%1s-%s",disc+1,cquad[quad],c1dHist[hid]);
TH1F *h = hist1[disc][quad][hid] = (TH1F*)file->Get(c);
h->SetFillColor(color[disc]);
h->GetXaxis()->SetLabelSize(0.1);
h->GetYaxis()->SetLabelSize(0.1);
h->GetXaxis()->SetNdivisions(205);
h->Draw();
if(f1dHist[hid]==0){
float mean=h->GetMean();
sprintf(c,"%1d%s mean=%6.2f",disc+1,cquad[quad],mean);
}else if(f1dHist[hid]==1){
int res = h->Fit("gaus","0Q");
TF1 *f = h->GetFunction("gaus");
float sig = f->GetParameter(2);
if(res==0 && sig>0.0001 && h->GetEntries()>5){
f->SetLineColor(color[disc]); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s sig=%6.3f",disc+1,cquad[quad],sig);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
}else if(f1dHist[hid]==2){
int res = h->Fit("landau","0Q");
TF1 *f = h->GetFunction("landau");
float peak = f->GetParameter(1);
if(res==0 && peak>0 && h->GetEntries()>5){
f->SetLineColor(1); f->SetLineWidth(2); f->Draw("SAME");
sprintf(c,"%1d%s mpv=%6.0f",disc+1,cquad[quad],peak);
}else{
sprintf(c,"%1d%s",disc+1,cquad[quad]);
}
if(hid==8) {mPeakC[disc][quad]=peak;}
if(hid==9) {
mPeakA[disc][quad]=peak;
int n=h->GetEntries();
if(n>0){
float cut=2800;
int bin=h->FindBin(cut);
int nbin=h->GetNbinsX();
float sat=h->Integral(bin,nbin+1);
//printf("bin=%d nbin=%d sat=%f\n",bin,nbin,sat);
mFracA[disc][quad]=sat/float(n);
}
}
if(hid==11) {mPeakL[disc][quad]=peak;} // printf("LandauPeak=%f\n",peak);}
}
TText *t1 = new TText(0.3,0.85,c);
t1->SetNDC();
t1->SetTextSize(0.15);
t1->SetTextColor(color[disc]);
t1->Draw();
}
}
}
c1->Update();
save(c1dHist[hid]);
}
bool createPlot(TString hname, TString dirname, TFile *V1file, TString relstring1, TFile *V2file, TString relstring2, TCanvas *canvas, int scale) {
setTDRStyle();
// don't look at non-zero bin
Int_t range_upper = histV1->GetXaxis()->GetLast();
histV1->GetXaxis()->SetRangeUser(1,range_upper);
histV2->GetXaxis()->SetRangeUser(1,range_upper);
int SetScale = scale;
//IF =0 --> No scale applied ('direct' comparison)
//IF =1 --> Scale INDIVIDUALLY (scale histograms individually)
//IF =2 --> Scale all GLOBALLY (scale all histograms to #tracks=1)
//IF =3 --> Scale all GLOBALLY nEVENTS (scale all histos to nEntries in nTracks per Event)
bool DrawRatio = true;
canvas->cd();
TPad* mainpad = new TPad("mainpad","mainpad",0.0,0.0,1.0,0.8);
mainpad->Draw();
mainpad->cd();
// ************ Get name of histos and get histos ************* //
TString basename1 = "DQMData/Run ";
basename1.Append("1");
TString hnameV1 = basename1;
hnameV1.Append(dirname+"/");
hnameV1.Append(hname);
if (hname != "vtxNbr"){
hnameV1.Append("_GenTk");
}
TH1F * histV1 = (TH1F*)V1file->Get(hnameV1);
if ( histV1 == (TH1F*) NULL ) {
cout << "histV1 failed on " << hnameV1 << endl << " for file " << V1file->GetName() << endl;
exit(1);
}
TString basename2 = "DQMData/Run ";
basename2.Append("1");
TString hnameV2 = basename2;
hnameV2.Append(dirname+"/");
hnameV2.Append(hname);
if (hname != "vtxNbr"){
hnameV2.Append("_GenTk");
}
TH1F * histV2 = (TH1F*)V2file->Get(hnameV2);
if ( histV2 == (TH1F*) NULL ) {
cout << "histV2 failed on " << hnameV2 << endl << " for file " << V2file->GetName() << endl;
exit(1);
}
//******************* Get histo integrals ***********************//
double V1_integral = 1.0;
double V2_integral = 1.0;
TH1F * hTempV1 = 0;
TH1F * hTempV2 = 0;
if (SetScale==1){
V1_integral = histV1->Integral();
V2_integral = histV2->Integral();
}
else if ( (SetScale==2) || (SetScale==3) ){
if (hname != "NumberOfTracks"){
TString hTempNameV1 = basename1;
hTempNameV1.Append("/Tracking/Run summary/TrackParameters/generalTracks/GeneralProperties/NumberOfTracks_GenTk");
hTempV1 = (TH1F*)V1file->Get(hTempNameV1);
TString hTempNameV2 = basename2;
hTempNameV2.Append("/Tracking/Run summary/TrackParameters/generalTracks/GeneralProperties/NumberOfTracks_GenTk");
hTempV2 = (TH1F*)V2file->Get(hTempNameV2);
}
else{
hTempV1 = (TH1F*)histV1->Clone("hTempV1");
hTempV2 = (TH1F*)histV2->Clone("hTempV2");
}
if (SetScale==2){
V1_integral = hTempV1->GetBinContent(2);
V2_integral = hTempV2->GetBinContent(2);
std::cout << "The number of single tracks for V1 is " << V1_integral << std::endl;
std::cout << "The number of single tracks for V2 is " << V2_integral << std::endl;
}
else if (SetScale==3){
V1_integral = hTempV1->GetEntries();
V2_integral = hTempV2->GetEntries();
std::cout << "The number of events for V1 is " << V1_integral << std::endl;
std::cout << "The number of events for V2 is " << V2_integral << std::endl;
}
}
//*****NORMALIZING V1-V2****************************************
if(V1_integral>V2_integral) {
histV1->Scale(V2_integral / V1_integral);
histV2->Scale(1);
}
else if(V2_integral>V1_integral){
histV1->Scale(1);
histV2->Scale(V1_integral / V2_integral);
}
//*****NORMALIZING V1-V2*end***************************************
//***Name the files under comparison***
TString V1_V1run = "Run 1 ("+relstring1+")";
TString V2_V2run = "Run 1 ("+relstring2+")";
histV1->SetName(V1_V1run);
histV2->SetName(V2_V2run);
TString x_title = "";
if( hname.Contains("vtxNbr")) x_title="Number of Primary Vertices per Event";
histV1->SetLineWidth(5);
histV1->SetLineStyle(1);
histV1->SetLineColor(kRed);
histV1->GetYaxis()->SetLabelSize(0.038);
histV2->SetLineWidth(3);
histV2->SetLineStyle(1);
histV2->SetLineColor(kBlue);
if ( hname.Contains("NumberOfTracks",TString::kExact)
|| hname.Contains("NumberOfGoodTracks",TString::kExact)
|| hname.Contains("TrackPt",TString::kExact)
|| hname.Contains("Chi2Prob",TString::kExact)
){
mainpad->SetLogy(1);
}
else {
mainpad->SetLogy(0);
}
if (hname.Contains("NumberOfGoodTracks",TString::kExact)) {
histV1->GetXaxis()->SetRangeUser(0,200);
histV2->GetXaxis()->SetRangeUser(0,200);
}
if (hname.Contains("Chi2oNDF",TString::kExact)) {
histV1->GetXaxis()->SetRangeUser(0,10);
histV2->GetXaxis()->SetRangeUser(0,10);
}
if (hname.Contains("vtxNbr")){
histV1->GetXaxis()->SetTitle(x_title);
histV1->GetYaxis()->SetTitle("Number of Events");
}
if ( hname.Contains("NumberOfTracks",TString::kExact)){
histV1->GetXaxis()->SetRangeUser(125,range_upper);
histV2->GetXaxis()->SetRangeUser(125,range_upper);
}
double max = 0;
double V1max = histV1->GetBinContent(histV1->GetMaximumBin());
double V2max = histV2->GetBinContent(histV2->GetMaximumBin());
max = (V1max>V2max) ? V1max : V2max;
histV1->SetMaximum(max*(1.1));
histV1->Draw();
histV2->Draw("sames");
mainpad->Update();
TPaveStats *st1 = (TPaveStats*)(histV1->GetListOfFunctions()->FindObject("stats"));
st1->SetX1NDC(0.77);
st1->SetY1NDC(0.80);
st1->SetX2NDC(0.98);
st1->SetY2NDC(0.97);
Double_t defaulth = st1->GetY2NDC() - st1->GetY1NDC();
Double_t gaph = 0.02;
TPaveStats *st2 = (TPaveStats*)(histV2->GetListOfFunctions()->FindObject("stats"));
st2->SetX1NDC(0.77);
st2->SetY1NDC(st1->GetY1NDC() - 1.0*defaulth - gaph);
st2->SetX2NDC(0.98);
st2->SetY2NDC(st1->GetY1NDC() - gaph);
TLegend *leg = new TLegend(0.32,0.86,0.76,0.97);
leg->SetTextSize(0.042);
leg->SetTextFont(42);
leg->SetFillColor(10);
leg->SetBorderSize(1); // no frame, no shadow
leg->AddEntry(histV1, V1_V1run, "L" );
leg->AddEntry(histV2, V2_V2run, "L" );
leg->Draw("SAME");
// Draw ratio histogram
if (DrawRatio){
canvas->cd();
TPad* respad = new TPad("respad","respad",0.0,0.78,1.0,0.95);
respad->SetTopMargin(1.05);
respad->Draw();
respad->cd();
TH1F* hratio = (TH1F*) histV2->Clone("hratio");
hratio->Divide(histV1);
hratio->SetMaximum(hratio->GetMaximum()*1.01);
//if (hratio->GetMinimum()==0.0) hratio->SetMinimum(1.0/hratio->GetMaximum());
hratio->SetMinimum(1.0/hratio->GetMaximum());
hratio->GetYaxis()->SetLabelSize(0.1);
hratio->GetYaxis()->SetRangeUser(0,2);
hratio->GetXaxis()->SetLabelSize(0);
hratio->GetXaxis()->SetTitleSize(0);
hratio->GetYaxis()->SetTitleSize(0.22);
hratio->GetYaxis()->SetTitleOffset(0.26);
hratio->GetYaxis()->SetLabelSize(0.2);
hratio->GetYaxis()->SetNdivisions(5);
hratio->GetYaxis()->SetTitle("PM/SM");
hratio->Draw();
}
// Compare parameters of histograms
double Entries1 = histV1->GetEntries();
double Entries2 = histV2->GetEntries();
if (Entries1 != Entries2) {
std::cout<<" Difference in # of ENTRIES for " <<hname<< std::endl;
std::cout<<"\t Entries1 = " << Entries1 << "\t Entries2 = " << Entries2 << std::endl;
}
double Mean1 = histV1->GetMean();
double Mean2 = histV2->GetMean();
if (Mean1 != Mean2) {
std::cout<<" Difference in MEANS for " <<hname<< std::endl;
std::cout<<"\t Mean1 = " << Mean1 << "\t Mean2 = " << Mean2 << std::endl;
}
double RMS1 = histV1->GetRMS();
double RMS2 = histV2->GetRMS();
if (RMS1 != RMS2) {
std::cout<<" Difference in RMS for " <<hname<< std::endl;
std::cout<<"\t RMS1 = " << RMS1 << "\t RMS2 = " << RMS2 << std::endl;
}
TString filename = hname;
if (hname.Contains("vtxNbr")){
filename = "NumberOfPrimaryVertices";
}
if (dirname.Contains("highPurityTracks/pt_1/GeneralProperties",TString::kExact))
filename.Prepend("RunComparison/GoodTracks_");
else filename.Prepend("RunComparison/");
filename.Append(".png");
canvas->Print(filename);
if ( histV1 ) {histV1->Delete();}
if ( histV2 ) {histV2->Delete();}
if ( hTempV1 ) {hTempV1->Delete();}
if ( hTempV2 ) {hTempV2->Delete();}
return true;
}
void compareInDir(TFile* f1, TFile* f2, std::string dirName,unsigned int logmod=0, unsigned int dOpt=1){
TCanvas* cv = 0;
TPad* pH = 0;
TPad* pD = 0;
TPaveText* pt = 0;
// std::cout<<"Start with "<<dirName.c_str()<<std::endl;
// cv->Print("diff.ps[");
TDirectory* d1 = f1->GetDirectory(dirName.c_str());
TDirectory* d2 = f2->GetDirectory(dirName.c_str());
if (d1==0 || d2 == 0){
std::cout<<"ERROR: "<<dirName.c_str()<<" not found"<<std::endl;
return;
}
// std::cout<<"\t\t "<<d1->GetName()<<std::endl;
TList* list1 = d1->GetListOfKeys();
TIterator* keyIt1 = list1->MakeIterator();
TObject* obj;
while ((obj = keyIt1->Next())){
TObject* obj1 = d1->Get(obj->GetName());
if(obj1 == 0){
// std::cout<<"ERROR: failed to read in "<<d1->GetName()<<" / "<<obj->GetName()<<std::endl;
continue;
}
// std::cout<<d1->GetName()<<"/"<<obj->GetName()<<std::endl;
if (! obj1->InheritsFrom(TH1::Class())) continue;
TObject* obj2 = d2->Get(obj1->GetName());
if (obj2 == 0){
// std::cout<<"WARNING: failed to get"<<d1->GetName()<<"/"<<obj1->GetName()<<std::endl;
continue;
}
TH1* h1 = (TH1*)obj1;
TH1* h2 = (TH1*)obj2;
// std::cout<<"Will check "<<dirName.c_str()<<"/"<<h1->GetName()<<" dOpt "<<dOpt<<std::endl;
if(h1->Integral() == 0 && h2->Integral() == 0){
// std::cout<<"Integral is 0: "<<d1->GetName()<<"/"<<obj1->GetName()<<std::endl;
continue;
}
// if (TString(h1->GetTitle()).Index("ffic")<0) continue;
bool isProf = obj1->InheritsFrom(TProfile::Class());
bool isH2 = obj1->InheritsFrom(TH2::Class());
double bDiff = 0;
if(!isH2){
unsigned int nX1 = h1->GetNbinsX();
// std::cout<<"\t is 1D with nBins "<<nX1<<std::endl;
for(unsigned int iB=0; iB<=nX1+1; ++iB){
if(h1->GetBinError(iB)==0 && h1->GetBinContent(iB)!=0) h1->SetBinError(iB,1e-3*fabs(h1->GetBinContent(iB)));
if(h2->GetBinError(iB)==0 && h2->GetBinContent(iB)!=0) h2->SetBinError(iB,1e-3*fabs(h2->GetBinContent(iB)));
bDiff +=fabs(h1->GetBinContent(iB) - h2->GetBinContent(iB));
}
} else {
unsigned int nX1 = h1->GetNbinsX();
unsigned int nY1 = h1->GetNbinsY();
// std::cout<<"\t is 2D with nBins "<<nX1<<" : "<<nY1<<std::endl;
for(unsigned int iB=0; iB<=nX1+1; ++iB){
for(unsigned int jB=0; jB<=nY1+1; ++jB){
if(h1->GetBinError(iB,jB)==0 && h1->GetBinContent(iB,jB)!=0) h1->SetBinError(iB,jB,1e-3*fabs(h1->GetBinContent(iB,jB)));
if(h2->GetBinError(iB,jB)==0 && h2->GetBinContent(iB,jB)!=0) h2->SetBinError(iB,jB,1e-3*fabs(h2->GetBinContent(iB,jB)));
bDiff +=fabs(h1->GetBinContent(iB,jB) - h2->GetBinContent(iB,jB));
}
}
}
double ksProb = 0;
if (bDiff == 0) ksProb = 1;
else ksProb = h1->KolmogorovTest(h2);
if (dOpt%10 == 0 && bDiff ==0 ) continue;
if (dOpt%10 == 1 && (bDiff ==0 || 1.-ksProb <1e-12) ) continue;
if (dOpt%10 == 2 && (bDiff ==0 || ksProb >0.1 )) continue;
if (dOpt%10 == 3 && (bDiff ==0 || 1.-ksProb < 0.001 )) continue;
if (dOpt%10 == 4 && (bDiff ==0 || ksProb >0.9 )) continue;
if (dOpt%10 == 5 && (bDiff ==0 || ksProb >0.5 )) continue;
if (cv == 0){
cv = new TCanvas(dirName.c_str(),dirName.c_str());
cv->cd();
pH = new TPad("head","head", 0, 0.93, 1, 1);
pH->Draw();
pH->cd();
pt = new TPaveText(0,0,1,1); pt->SetFillColor(0);
pt->AddText(dirName.c_str());
pt->Draw();
cv->cd();
pD = new TPad("dis","dis", 0, 0.0, 1, 0.93);
pD->Draw();
pD->cd();
}
pD->Clear();
pD->cd();
std::cout<<"Save : "<<dirName.c_str()<<"/"<<h1->GetName()<<std::endl;
if (! isH2){
h1->SetLineWidth(2);
h1->SetLineColor(1);
h1->SetMarkerColor(1);
h2->SetLineColor(2);
h2->SetMarkerColor(2);
// if (h1->GetNbinsX() > 25) h1 = h1->Rebin();
// if (h2->GetNbinsX() > 25) h2 = h2->Rebin();
// if (h1->GetNbinsX() > 50) h1 = h1->Rebin(5);
// if (h2->GetNbinsX() > 50) h2 = h2->Rebin(5);
double max1 = h1->GetMaximum();
double max2 = h2->GetMaximum();
double min1 = h1->GetMinimum();
double min2 = h2->GetMinimum();
if (max2> max1) h1->SetMaximum(max2+0.15*fabs(max2));
if (min2 < min1) h1->SetMinimum(min2-0.15*fabs(min2));
// pD->SetLogy();
if ((logmod&1)) pD->SetLogx();
if ((logmod&2)) pD->SetLogy();
h1->Draw();
h2->Draw("sames");
if (std::string(h1->GetName())==std::string("reconstruction_step_module_total")
|| std::string(h1->GetName())==std::string("validation_step_module_total")){
TPaveText ksPt(0,0, 0.35, 0.04, "NDC"); ksPt.SetBorderSize(0); ksPt.SetFillColor(0);
ksPt.AddText(Form("P(KS)=%g, diffBins=%g, eblk %g ered %g",ksProb, bDiff, h1->GetEntries(), h2->GetEntries()));
// ksPt.AddText(h1->GetName());
ksPt.Draw();
cv->Print("diff.ps");
int nX = h1->GetNbinsX();
TAxis* h1Ax = h1->GetXaxis();
int nRanges = nX/20 + 1;
double h1Int = h1->Integral();
float curBMargin = pD->GetBottomMargin();
pD->SetBottomMargin(0.3);
for (int iR = 0; iR < nRanges; iR++){
h1Ax->SetRange(iR*20+1, iR*20+20);
double bDiffL = 0;
double max1L = -1;
double max2L = -1;
double min1L = h1->GetMaximum();
double min2L = h2->GetMaximum();
for (int iBL = iR*20+1; iBL<= iR*20+20; ++iBL){
double h1L = h1->GetBinContent(iBL);
double h2L = h2->GetBinContent(iBL);
bDiffL += std::abs(h1L-h2L);
if (max1L < h1L) max1L = h1L;
if (max2L < h2L) max2L = h2L;
if (min1L > h1L) min1L = h1L;
if (min2L > h2L) min2L = h2L;
}
if (max2L> max1L) h1->SetMaximum(max2L+0.15*std::abs(max2L));
else h1->SetMaximum(max1L+0.15*std::abs(max1L));
if (min2L < min1L) h1->SetMinimum(min2L-0.15*std::abs(min2L));
else h1->SetMinimum(min1L-0.15*std::abs(min1L));
h1->Draw();
h2->Draw("sames");
TPaveText ksPtL(0,0, 0.35, 0.04, "NDC"); ksPtL.SetBorderSize(0); ksPtL.SetFillColor(0);
ksPtL.AddText(Form("P(KS)=%g, diffBinsL=%g(%g), eblk %g ered %g",ksProb, bDiffL, bDiffL/h1Int, h1->GetEntries(), h2->GetEntries()));
ksPtL.Draw();
cv->Print("diff.ps");
}
pD->SetBottomMargin(curBMargin);
}
}
if (isH2){
pD->Divide(2);
pD->cd(1);
h1->Draw("colz");
pD->cd(2);
h2->Draw("colz");
}
TPaveText ksPt(0,0, 0.55, 0.06, "NDC"); ksPt.SetBorderSize(0); ksPt.SetFillColor(0);
ksPt.AddText(Form("P(KS)=%g, diffBins=%g, eblk %g ered %g",ksProb, bDiff, h1->GetEntries(), h2->GetEntries()));
ksPt.AddText(h1->GetName());
ksPt.Draw();
cv->Print("diff.ps");
cv->Print("diff.pdf");
}
// std::cout<<"Done in "<<dirName.c_str()<<std::endl;
// delete pH; delete pD;
if (cv) delete cv;
// cv->Print("diff.ps]");
}
bool createPlot(TString hname, TString dirname, TFile *V1file, TString runstring1, TString relstring1, TFile *V2file, TString runstring2, TString relstring2, TCanvas *canvas, int scale) {
setTDRStyle();
int SetScale = scale;
//IF =0 --> No scale applied ('direct' comparison)
//IF =1 --> Scale INDIVIDUALLY (scale histograms individually)
//IF =2 --> Scale all GLOBALLY (scale all histograms to #tracks=1)
//IF =3 --> Scale all GLOBALLY nEVENTS (scale all histos to nEntries in nTracks per Event)
bool DrawRatio = true;
canvas->cd();
TPad* mainpad = new TPad("mainpad","mainpad",0.0,0.0,1.0,0.8);
mainpad->Draw();
mainpad->cd();
// ************ Get name of histos and get histos ************* //
if (dirname.Contains("GeneralProperties/GoodTracks",TString::kExact)){
if ((hname != "FractionOfGoodTracks") && (hname != "NumberOfGoodTracks")){
hname.Prepend("GoodTrack");
}
}
TString basename1 = "DQMData/Run ";
basename1.Append(runstring1);
TString hnameV1 = basename1;
hnameV1.Append(dirname+"/");
hnameV1.Append(hname);
if (hname != "vtxNbr"){
hnameV1.Append("_GenTk");
}
TH1F * hBinTempV1 = (TH1F*)V1file->Get(hnameV1);
if ( hBinTempV1 == (TH1F*) NULL ) {
cout << "histV1 failed on " << hnameV1 << endl << " for file " << V1file->GetName() << endl;
exit(1);
}
TString basename2 = "DQMData/Run ";
basename2.Append(runstring2);
TString hnameV2 = basename2;
hnameV2.Append(dirname+"/");
hnameV2.Append(hname);
if (hname != "vtxNbr"){
hnameV2.Append("_GenTk");
}
TH1F * hBinTempV2 = (TH1F*)V2file->Get(hnameV2);
if ( hBinTempV2 == (TH1F*) NULL ) {
cout << "histV2 failed on " << hnameV2 << endl << " for file " << V2file->GetName() << endl;
exit(1);
}
// Check that bins match for ratio plot
TH1F * histV1 = 0;
TH1F * histV2 = 0;
Double_t h1_xlow = hBinTempV1->GetXaxis()->GetBinLowEdge(hBinTempV1->GetXaxis()->GetFirst());
Double_t h2_xlow = hBinTempV2->GetXaxis()->GetBinLowEdge(hBinTempV2->GetXaxis()->GetFirst());
Double_t h1_xup = hBinTempV1->GetXaxis()->GetBinUpEdge(hBinTempV1->GetXaxis()->GetLast());
Double_t h2_xup = hBinTempV2->GetXaxis()->GetBinUpEdge(hBinTempV2->GetXaxis()->GetLast());
Int_t h1_nbins = hBinTempV1->GetNbinsX();
Int_t h2_nbins = hBinTempV2->GetNbinsX();
Double_t h1_binWidth = (h1_xup - h1_xlow) / (Double_t)h1_nbins;
Double_t h2_binWidth = (h2_xup - h2_xlow) / (Double_t)h2_nbins;
if ((h1_xlow == h2_xlow) && (h1_xup == h2_xup) && (h1_binWidth == h2_binWidth)){
histV1 = (TH1F*)V1file->Get(hnameV1);
histV2 = (TH1F*)V2file->Get(hnameV2);
}
else if((h1_xlow == h2_xlow) && (h1_xup < h2_xup) && (h1_binWidth == h2_binWidth)){ // Fill h1 from h1xlow to h1high with h1 info, and up to h2high, fill zero
histV2 = (TH1F*)V2file->Get(hnameV2); // copy histV2
histV1 = new TH1F(hBinTempV1->GetName(),hBinTempV1->GetTitle(),h2_nbins,h2_xlow,h2_xup);
histV1->SetXTitle(hBinTempV1->GetXaxis()->GetTitle());
histV1->SetYTitle(hBinTempV1->GetYaxis()->GetTitle());
for (Int_t ibin = 1; ibin <= h2_nbins; ibin++){
if (ibin <= h1_nbins){
histV1->SetBinContent(ibin,hBinTempV1->GetBinContent(ibin));
}
else if (ibin > h1_nbins){
histV1->SetBinContent(ibin,0.0);
}
}
}
else if((h1_xlow == h2_xlow) && (h1_xup > h2_xup) && (h1_binWidth == h2_binWidth)){ // Fill h1 from h1xlow to h1high with h1 info, and up to h2high, fill zero
histV1 = (TH1F*)V1file->Get(hnameV1); // copy histV1
histV2 = new TH1F(hBinTempV2->GetName(),hBinTempV2->GetTitle(),h1_nbins,h1_xlow,h1_xup);
histV2->SetXTitle(hBinTempV2->GetXaxis()->GetTitle());
histV2->SetYTitle(hBinTempV2->GetYaxis()->GetTitle());
for (Int_t ibin = 1; ibin <= h1_nbins; ibin++){
if (ibin <= h2_nbins){
histV2->SetBinContent(ibin,hBinTempV2->GetBinContent(ibin));
}
else if (ibin > h2_nbins){
histV2->SetBinContent(ibin,0.0);
}
}
}
else{
cout << "Bin Check Failed... here's what happened: " << endl;
cout << "histV1 failed on " << hnameV1 << endl << " for file " << V1file->GetName() << endl;
cout << " bin info: " << h1_xlow << " " << h1_xup << " " << h1_nbins << endl;
cout << "histV2 failed on " << hnameV2 << endl << " for file " << V2file->GetName() << endl;
cout << " bin info: " << h2_xlow << " " << h2_xup << " " << h2_nbins << endl;
exit(1);
}
// Don't look at zero bin -- > Also could use this for truncation and bin setting -->Range is binlower to upper
// Int_t range_upper = histV1->GetXaxis()->GetLast();
// histV1->GetXaxis()->SetRangeUser(1,range_upper);
// histV2->GetXaxis()->SetRangeUser(1,range_upper);
//******************* Get histo integrals ***********************//
double V1_integral = 1.0;
double V2_integral = 1.0;
TH1F * hNormTempV1 = 0;
TH1F * hNormTempV2 = 0;
if (SetScale==1){
V1_integral = histV1->Integral();
V2_integral = histV2->Integral();
}
else if ( (SetScale==2) || (SetScale==3) ){
if (hname != "NumberOfTracks"){
TString hTempNameV1 = basename1;
hTempNameV1.Append("/Tracking/Run summary/TrackParameters/GeneralProperties/NumberOfTracks_GenTk");
hNormTempV1 = (TH1F*)V1file->Get(hTempNameV1);
TString hTempNameV2 = basename2;
hTempNameV2.Append("/Tracking/Run summary/TrackParameters/GeneralProperties/NumberOfTracks_GenTk");
hNormTempV2 = (TH1F*)V2file->Get(hTempNameV2);
}
else{
hNormTempV1 = (TH1F*)histV1->Clone("hNormTempV1");
hNormTempV2 = (TH1F*)histV2->Clone("hNormTempV2");
}
if (SetScale==2){
V1_integral = hNormTempV1->GetBinContent(2);
V2_integral = hNormTempV2->GetBinContent(2);
std::cout << "The number of single tracks for V1 is " << V1_integral << std::endl;
std::cout << "The number of single tracks for V2 is " << V2_integral << std::endl;
}
else if (SetScale==3){
V1_integral = hNormTempV1->GetEntries();
V2_integral = hNormTempV2->GetEntries();
std::cout << "The number of events for V1 is " << V1_integral << std::endl;
std::cout << "The number of events for V2 is " << V2_integral << std::endl;
}
}
//*****NORMALIZING V1-V2****************************************
if(V1_integral>V2_integral) {
histV1->Scale(V2_integral / V1_integral);
histV2->Scale(1);
}
else if(V2_integral>V1_integral){
histV1->Scale(1);
histV2->Scale(V1_integral / V2_integral);
}
//*****NORMALIZING V1-V2*end***************************************
//***Name the files under comparison***
TString V1_V1run = "Run "+runstring1+" ("+relstring1+")";
TString V2_V2run = "Run "+runstring2+" ("+relstring2+")";
histV1->SetName(V1_V1run);
histV2->SetName(V2_V2run);
double max = 0;
double V1max = histV1->GetBinContent(histV1->GetMaximumBin());
double V2max = histV2->GetBinContent(histV2->GetMaximumBin());
max = (V1max>V2max) ? V1max : V2max;
histV1->Draw();
histV1->SetLineStyle(1);
histV1->GetYaxis()->SetLabelSize(0.038);
histV1->SetLineWidth(5);
histV1->SetLineColor(kRed);
histV1->SetMaximum(max*(1.1));
histV2->Draw();
histV2->SetLineWidth(3);
histV2->SetLineStyle(1);
histV2->SetLineColor(kBlue);
if( hname.Contains("NumberOfTracks",TString::kExact)
|| hname.Contains("NumberOfGoodTracks",TString::kExact)
|| hname.Contains("TrackPt",TString::kExact)
|| hname.Contains("Chi2Prob",TString::kExact)
){
mainpad->SetLogy(1);
}
else{
mainpad->SetLogy(0);
}
if (hname.Contains("NumberOfTracks",TString::kExact)){
histV1->GetXaxis()->SetRangeUser(0,500);
histV2->GetXaxis()->SetRangeUser(0,500);
}
if (hname.Contains("NumberOfGoodTracks",TString::kExact)) {
histV1->GetXaxis()->SetRangeUser(0,200);
histV2->GetXaxis()->SetRangeUser(0,200);
}
if (hname.Contains("Chi2oNDF",TString::kExact)) {
histV1->GetXaxis()->SetRangeUser(0,10);
histV2->GetXaxis()->SetRangeUser(0,10);
}
if (hname.Contains("vtxNbr")){
histV1->GetXaxis()->SetTitle("Number of Primary Vertices per Event");
histV1->GetYaxis()->SetTitle("Number of Events");
}
histV1->Draw(); // Draw old histo first, ratio is new/old
histV2->Draw("sames");
mainpad->Update();
TPaveStats *st1 = (TPaveStats*)(histV1->GetListOfFunctions()->FindObject("stats"));
st1->SetX1NDC(0.77);
st1->SetY1NDC(0.80);
st1->SetX2NDC(0.98);
st1->SetY2NDC(0.97);
Double_t defaulth = st1->GetY2NDC() - st1->GetY1NDC();
Double_t gaph = 0.02;
TPaveStats *st2 = (TPaveStats*)(histV2->GetListOfFunctions()->FindObject("stats"));
st2->SetX1NDC(0.77);
st2->SetY1NDC(st1->GetY1NDC() - 1.0*defaulth - gaph);
st2->SetX2NDC(0.98);
st2->SetY2NDC(st1->GetY1NDC() - gaph);
TLegend *leg = new TLegend(0.32,0.86,0.76,0.97);
leg->SetTextSize(0.042);
leg->SetTextFont(42);
leg->SetFillColor(10);
leg->SetBorderSize(1); // no frame, no shadow
leg->AddEntry(histV1, V1_V1run, "L" );
leg->AddEntry(histV2, V2_V2run, "L" );
leg->Draw("SAME");
// Draw ratio histogram
if (DrawRatio){
canvas->cd();
TPad* respad = new TPad("respad","respad",0.0,0.78,1.0,0.95);
respad->SetTopMargin(1.05);
respad->Draw();
respad->cd();
TH1F* hratio = (TH1F*) histV2->Clone("hratio");
hratio->Divide(histV1);
hratio->SetMaximum(hratio->GetMaximum()*1.1);
hratio->SetMinimum(hratio->GetMinimum()/1.1);
//if (hratio->GetMinimum()==0.0) hratio->SetMinimum(1.0/hratio->GetMaximum());
// hratio->SetMinimum(1.0/hratio->GetMaximum());
hratio->GetYaxis()->SetLabelSize(0.1);
// hratio->GetYaxis()->SetRangeUser(0,2);
hratio->GetXaxis()->SetLabelSize(0);
hratio->GetXaxis()->SetTitleSize(0);
hratio->GetYaxis()->SetTitleSize(0.22);
hratio->GetYaxis()->SetTitleOffset(0.26);
hratio->GetYaxis()->SetLabelSize(0.2);
hratio->GetYaxis()->SetNdivisions(5);
hratio->GetYaxis()->SetTitle("NEW/REF");
hratio->Draw();
}
// Compare parameters of histograms
double Entries1 = histV1->GetEntries();
double Entries2 = histV2->GetEntries();
if (Entries1 != Entries2) {
std::cout<<" Difference in # of ENTRIES for " <<hname<< std::endl;
std::cout<<"\t Entries1 = " << Entries1 << "\t Entries2 = " << Entries2 << std::endl;
}
double Mean1 = histV1->GetMean();
double Mean2 = histV2->GetMean();
if (Mean1 != Mean2) {
std::cout<<" Difference in MEANS for " <<hname<< std::endl;
std::cout<<"\t Mean1 = " << Mean1 << "\t Mean2 = " << Mean2 << std::endl;
}
double RMS1 = histV1->GetRMS();
double RMS2 = histV2->GetRMS();
if (RMS1 != RMS2) {
std::cout<<" Difference in RMS for " <<hname<< std::endl;
std::cout<<"\t RMS1 = " << RMS1 << "\t RMS2 = " << RMS2 << std::endl;
}
TString filename = hname;
if (hname.Contains("vtxNbr")){
filename = "NumberOfPrimaryVertices";
}
if (dirname.Contains("GeneralProperties/GoodTracks",TString::kExact))
filename.Prepend("RunComparison/GoodTracks_");
else filename.Prepend("RunComparison/");
filename.Append(".png");
canvas->Print(filename);
if ( histV1 ) {histV1->Delete();}
if ( histV2 ) {histV2->Delete();}
if ( hNormTempV1 ) {hNormTempV1->Delete();}
if ( hNormTempV2 ) {hNormTempV2->Delete();}
// if ( hBinTempV1 ) {hBinTempV1->Delete();} // why cant this work?!
// if ( hBinTempV2 ) {hBinTempV2->Delete();}
return true;
}
void plotDistribution( TChain* data , TChain *mc , TCut sel , TCut vtxweight , char* var , int nbins , float xmin , float xmax , char* xtitle , char* plottitle = "" , bool printplot = false , bool residual = false , bool log = false ){
//--------------------------------------
// define histograms and TGraphs
//--------------------------------------
TH1F* hdata = new TH1F(Form("hdata_%i" , iplot),Form("hdata_%i" , iplot),nbins,xmin,xmax);
TH1F* hmc = new TH1F(Form("hmc_%i" , iplot),Form("hmc_%i" , iplot),nbins,xmin,xmax);
TH1F* hmc_novtx = new TH1F(Form("hmc_novtx_%i" , iplot),Form("hmc_novtx%i" , iplot),nbins,xmin,xmax);
hdata->Sumw2();
hmc->Sumw2();
TGraphAsymmErrors* grdata = new TGraphAsymmErrors();
TGraphAsymmErrors* grmc = new TGraphAsymmErrors();
TH1F* hdata_denom = new TH1F(Form("hdata_denom_%i",iplot),"",nbins,xmin,xmax);
TH1F* hmc_denom = new TH1F(Form("hmc_denom_%i" ,iplot),"",nbins,xmin,xmax);
//--------------------------------------
// set up canvas and pads
//--------------------------------------
TCanvas *can = new TCanvas(Form("can_%i",iplot),Form("can_%i",iplot),600,600);
can->cd();
if( log ) gPad->SetLogy();
TPad *mainpad = new TPad("mainpad","mainpad",0.0,0.0,1.0,0.8);
if( residual ){
mainpad->Draw();
mainpad->cd();
if( log ) mainpad->SetLogy();
}
//--------------------------------------
// fill histos and TGraphs
//--------------------------------------
data->Draw(Form("min(%s,%f)>>hdata_%i" , var,xmax-0.0001,iplot),sel);
mc ->Draw(Form("min(%s,%f)>>hmc_%i" , var,xmax-0.0001,iplot),sel*vtxweight);
mc ->Draw(Form("min(%s,%f)>>hmc_novtx_%i" , var,xmax-0.0001,iplot),sel);
for( int ibin = 1 ; ibin <= nbins ; ibin++ ){
hdata_denom->SetBinContent(ibin,hdata->Integral());
hmc_denom->SetBinContent(ibin,hmc->Integral());
}
grdata->BayesDivide(hdata,hdata_denom);
grmc->BayesDivide(hmc_novtx,hmc_denom);
//--------------------------------------
// get efficiencies and errors
//--------------------------------------
/*
float ndata1 = (float) hdata->GetBinContent(1);
float ndata = (float) hdata->Integral();
float effdata = 1-ndata1 / ndata;
// TGraphAsymmErrors* grdata_temp = new TGraphAsymmErrors();
// TH1F* hdata_num_temp = new TH1F(Form("hdata_num_temp_%i",iplot),"",1,0,1);
// TH1F* hdata_den_temp = new TH1F(Form("hdata_den_temp_%i",iplot),"",1,0,1);
// hdata_num_temp->SetBinContent(1,ndata-ndata1);
// hdata_den_temp->SetBinContent(1,ndata);
// grdata_temp->BayesDivide(hdata_num_temp,hdata_den_temp);
//float effdataerr = sqrt(ndata1) / ndata;
float effdataerr = 0.5 * ( grdata->GetErrorYlow(0) + grdata->GetErrorYhigh(0) );
//float effdataerr = 0.5 * ( grdata_temp->GetErrorYlow(0) + grdata_temp->GetErrorYhigh(0) );
float nmc1 = (float) hmc->GetBinContent(1);
float nmc = (float) hmc->Integral();
float effmc = 1-nmc1 / nmc;
//float effmcerr = hmc->GetBinError(1) / nmc;
float effmcerr = 0.5 * ( grmc->GetErrorYlow(0) + grmc->GetErrorYhigh(0) );
float datatot = hdata->Integral();
float mctot = hmc->Integral();
cout << endl;
cout << plottitle << endl;
cout << "Data eff " << Form("%.2f +/- %.3f",effdata,effdataerr) << endl;
cout << "MC eff " << Form("%.2f +/- %.3f",effmc ,effmcerr) << endl;
cout << "Data/MC " << Form("%.2f +/- %.2f",ratio ,ratioerr) << endl;
*/
float ndata = hdata->Integral();
float ndata1 = hdata->Integral(2,20);
float ndata2 = hdata->Integral(3,20);
float ndata3 = hdata->Integral(4,20);
float ndata4 = hdata->Integral(5,20);
float ndata5 = hdata->Integral(6,20);
float nmc = hmc->Integral();
float nmc1 = hmc->Integral(2,20);
float nmc2 = hmc->Integral(3,20);
float nmc3 = hmc->Integral(4,20);
float nmc4 = hmc->Integral(5,20);
float nmc5 = hmc->Integral(6,20);
float effdata1 = ndata1/ndata;
float effdata2 = ndata2/ndata;
float effdata3 = ndata3/ndata;
float effdata4 = ndata4/ndata;
float effdata5 = ndata5/ndata;
float effmc1 = nmc1/nmc;
float effmc2 = nmc2/nmc;
float effmc3 = nmc3/nmc;
float effmc4 = nmc4/nmc;
float effmc5 = nmc5/nmc;
float effdata1err = getBinomialError(ndata1,ndata);
float effdata2err = getBinomialError(ndata2,ndata);
float effdata3err = getBinomialError(ndata3,ndata);
float effdata4err = getBinomialError(ndata4,ndata);
float effdata5err = getBinomialError(ndata5,ndata);
float effmc1err = getBinomialError(nmc1,nmc);
float effmc2err = getBinomialError(nmc2,nmc);
float effmc3err = getBinomialError(nmc3,nmc);
float effmc4err = getBinomialError(nmc4,nmc);
float effmc5err = getBinomialError(nmc5,nmc);
float ratio1 = effdata1/effmc1;
float ratio2 = effdata2/effmc2;
float ratio3 = effdata3/effmc3;
float ratio4 = effdata4/effmc4;
float ratio5 = effdata5/effmc5;
float ratio1err = ratio1 * sqrt(pow(effdata1err/effdata1,2)+pow(effmc1err/effmc1,2));
float ratio2err = ratio2 * sqrt(pow(effdata2err/effdata2,2)+pow(effmc2err/effmc2,2));
float ratio3err = ratio3 * sqrt(pow(effdata3err/effdata3,2)+pow(effmc3err/effmc3,2));
float ratio4err = ratio4 * sqrt(pow(effdata4err/effdata4,2)+pow(effmc4err/effmc4,2));
float ratio5err = ratio5 * sqrt(pow(effdata5err/effdata5,2)+pow(effmc5err/effmc5,2));
cout << endl << endl << plottitle << endl;
int left = 20;
// char* delimstart = "|";
// char* delim = "|";
// char* delimend = "|";
// char* pm = "+/-";
char* delimstart = "";
char* delim = "&";
char* delimend = "\\\\";
char* pm = "$\\pm$";
cout << delimstart << setw(10) << "" << setw(4)
<< delim << setw(left) << "$>$ 1 GeV" << setw(4)
<< delim << setw(left) << "$>$ 2 GeV" << setw(4)
<< delim << setw(left) << "$>$ 3 GeV" << setw(4)
<< delim << setw(left) << "$>$ 4 GeV" << setw(4)
<< delim << setw(left) << "$>$ 5 GeV" << setw(4)
<< delimend << endl;
cout << delimstart << setw(10) << "data" << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effdata1,pm,effdata1err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effdata2,pm,effdata2err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effdata3,pm,effdata3err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effdata4,pm,effdata4err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effdata5,pm,effdata5err) << setw(4)
<< delimend << endl;
cout << delimstart << setw(10) << "mc" << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effmc1,pm,effmc1err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effmc2,pm,effmc2err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effmc3,pm,effmc3err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effmc4,pm,effmc4err) << setw(4)
<< delim << setw(left) << Form("%.3f %s %.4f",effmc5,pm,effmc5err) << setw(4)
<< delimend << endl;
cout << delimstart << setw(10) << "data/mc" << setw(4)
<< delim << setw(left) << Form("%.2f %s %.2f",ratio1,pm,ratio1err) << setw(4)
<< delim << setw(left) << Form("%.2f %s %.2f",ratio2,pm,ratio2err) << setw(4)
<< delim << setw(left) << Form("%.2f %s %.2f",ratio3,pm,ratio3err) << setw(4)
<< delim << setw(left) << Form("%.2f %s %.2f",ratio4,pm,ratio4err) << setw(4)
<< delim << setw(left) << Form("%.2f %s %.2f",ratio5,pm,ratio5err) << setw(4)
<< delimend << endl;
//--------------------------------------
// draw stuff
//--------------------------------------
hdata->Scale(1.0/hdata->Integral());
hmc->Scale(1.0/hmc->Integral());
if( log ) hmc->GetYaxis()->SetRangeUser(0.0001,5);
else hmc->GetYaxis()->SetRangeUser(0.0,1);
hmc->GetXaxis()->SetTitle(xtitle);
hmc->SetLineColor(2);
hmc->SetMarkerColor(2);
hmc->DrawNormalized("hist");
hmc->DrawNormalized("sameE1");
hdata->SetLineColor(4);
hdata->SetMarkerColor(4);
hdata->Draw("sameE1");
grdata->SetLineColor(6);
grmc->SetLineColor(7);
//grdata->Draw("sameP");
//grmc->Draw("sameP");
TLegend *leg = new TLegend(0.6,0.7,0.8,0.9);
leg->AddEntry(hdata , "data" , "lp");
leg->AddEntry(hmc , "MC" , "lp");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->Draw();
TLatex *t = new TLatex();
t->SetNDC();
if( TString(plottitle).Contains("el") ) t->DrawLatex(0.6,0.6,"electrons");
if( TString(plottitle).Contains("mu") ) t->DrawLatex(0.6,0.6,"muons");
if( TString(plottitle).Contains("0j") ) t->DrawLatex(0.6,0.5,"n_{jets} #geq 0");
if( TString(plottitle).Contains("1j") ) t->DrawLatex(0.6,0.5,"n_{jets} #geq 1");
if( TString(plottitle).Contains("2j") ) t->DrawLatex(0.6,0.5,"n_{jets} #geq 2");
if( TString(plottitle).Contains("3j") ) t->DrawLatex(0.6,0.5,"n_{jets} #geq 3");
if( TString(plottitle).Contains("4j") ) t->DrawLatex(0.6,0.5,"n_{jets} #geq 4");
//--------------------------------------
// draw residual plots
//--------------------------------------
if( residual ){
can->cd();
TPad *respad = new TPad("respad","respad",0.0,0.8,1.0,1.0);
respad->Draw();
respad->cd();
respad->SetGridy();
TH1F* hratio = (TH1F*) hdata->Clone(Form("hratio_%i",iplot));
hratio->Divide(hmc);
hratio->SetMarkerColor(1);
hratio->SetLineColor(1);
hratio->Draw();
hratio->GetYaxis()->SetRangeUser(0.5,1.5);
hratio->GetYaxis()->SetNdivisions(5);
hratio->GetYaxis()->SetLabelSize(0.2);
hratio->GetXaxis()->SetLabelSize(0.0);
TLine line;
line.DrawLine(xmin,1.0,xmax,1.0);
}
//data->Scan("run:lumi:event:probe->pt():probe->eta():tkisonew:met:mt:njets:nbl:nbm",sel+"tkisonew>20");
//data->Scan("run:lumi:event:probe->pt():probe->eta():tkisonew:met:mt:njets:nbl:nbm",sel);
if( printplot ) can->Print(Form("plots/%s.pdf",plottitle));
iplot++;
// TCanvas *c2 = new TCanvas();
// c2->cd();
// grdata->Draw("AP");
}
void QA_Draw_Jet_Spectrum(
//
// const char * jet = "h_QAG4SimJet_AntiKt_Tower_r07",
const char *jet = "h_QAG4SimJet_AntiKt_Truth_r07",
const char *qa_file_name_new =
"data/G4sPHENIXCells_250jets25GeV.root_qa.root",
const char *qa_file_name_ref =
"data/G4sPHENIXCells_2000jets25GeV.root_qa.root")
{
SetsPhenixStyle();
TVirtualFitter::SetDefaultFitter("Minuit2");
TFile *qa_file_new = new TFile(qa_file_name_new);
assert(qa_file_new->IsOpen());
TFile *qa_file_ref = NULL;
if (qa_file_name_ref)
{
qa_file_ref = new TFile(qa_file_name_ref);
assert(qa_file_ref->IsOpen());
}
// obtain normalization
double Nevent_new = 1;
double Nevent_ref = 1;
if (qa_file_new)
{
TH1D *h_norm = (TH1D *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Normalization"), "TH1D");
assert(h_norm);
Nevent_new = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin("Event"));
}
if (qa_file_ref)
{
TH1D *h_norm = (TH1D *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Normalization"), "TH1D");
assert(h_norm);
Nevent_ref = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin("Event"));
}
TCanvas *c1 = new TCanvas(TString("QA_Draw_Jet_Spectrum_") + TString(jet),
TString("QA_Draw_Jet_Spectrum_") + TString(jet), 1800, 1000);
c1->Divide(4, 2);
int idx = 1;
TPad *p;
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_eta"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_eta"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_phi"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_phi"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_Et"), "TH1F");
assert(h_new);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_Et"), "TH1F");
assert(h_ref);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_Mass"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_Mass"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogx();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_CompSize"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_CompSize"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_CEMC_Ratio"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_CEMC_Ratio"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_CEMC_HCalIN_Ratio"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_CEMC_HCalIN_Ratio"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
if (TString(jet).Contains("Truth"))
{
// truth jets
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
{
TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(
TString(jet) + TString("_Leading_Leakage_Ratio"), "TH1F");
assert(h_new);
h_new->Rebin(2);
h_new->Sumw2();
h_new->Scale(1. / Nevent_new);
TH1F *h_ref = NULL;
if (qa_file_ref)
{
h_ref = (TH1F *) qa_file_ref->GetObjectChecked(
TString(jet) + TString("_Leading_Leakage_Ratio"), "TH1F");
assert(h_ref);
h_ref->Rebin(2);
h_ref->Scale(1. / Nevent_ref);
}
h_new->GetYaxis()->SetTitleOffset(1.5);
h_new->GetYaxis()->SetTitle("Count / event / bin");
// h_new->GetXaxis()->SetRangeUser(-0, .1);
DrawReference(h_new, h_ref);
}
}
// PutInputFileName(c1, .04, qa_file_name_new, qa_file_name_ref);
SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), true);
}
void showHistograms(double canvasSizeX, double canvasSizeY,
TH1* histogram_ref, const std::string& legendEntry_ref, double integral_ref,
TH1* histogram2, const std::string& legendEntry2, double integral2,
TH1* histogram3, const std::string& legendEntry3, double integral3,
TH1* histogram4, const std::string& legendEntry4, double integral4,
TH1* histogram5, const std::string& legendEntry5, double integral5,
TH1* histogram6, const std::string& legendEntry6, double integral6,
const std::string& xAxisTitle, double xAxisOffset,
bool useLogScale, double yMin, double yMax, const std::string& yAxisTitle, double yAxisOffset,
double legendX0, double legendY0,
const std::string& outputFileName)
{
if ( !(histogram_ref && histogram2) ) return;
TCanvas* canvas = new TCanvas("canvas", "canvas", canvasSizeX, canvasSizeY);
canvas->SetFillColor(10);
canvas->SetBorderSize(2);
canvas->SetLeftMargin(0.12);
canvas->SetBottomMargin(0.12);
TPad* topPad = new TPad("topPad", "topPad", 0.00, 0.35, 1.00, 1.00);
topPad->SetFillColor(10);
topPad->SetTopMargin(0.04);
topPad->SetLeftMargin(0.15);
topPad->SetBottomMargin(0.03);
topPad->SetRightMargin(0.05);
topPad->SetLogy(useLogScale);
TPad* bottomPad = new TPad("bottomPad", "bottomPad", 0.00, 0.00, 1.00, 0.35);
bottomPad->SetFillColor(10);
bottomPad->SetTopMargin(0.02);
bottomPad->SetLeftMargin(0.15);
bottomPad->SetBottomMargin(0.24);
bottomPad->SetRightMargin(0.05);
bottomPad->SetLogy(false);
canvas->cd();
topPad->Draw();
topPad->cd();
//int colors[6] = { kBlack, kGreen - 6, kBlue - 7, kMagenta - 7, kCyan - 6, kRed - 6 };
int colors[6] = { kBlack, kRed, kBlue - 7, kMagenta - 7, kCyan - 6, kRed - 6 };
int markerStyles[6] = { 24, 25, 20, 21, 22, 23 };
int markerSizes[6] = { 1, 1, 1, 1, 1, 1 };
TLegend* legend = new TLegend(legendX0, legendY0, legendX0 + 0.61, legendY0 + 0.21, "", "brNDC");
legend->SetBorderSize(0);
legend->SetFillColor(0);
histogram_ref->SetTitle("");
histogram_ref->SetStats(false);
histogram_ref->SetMinimum(yMin);
histogram_ref->SetMaximum(yMax);
histogram_ref->SetLineColor(colors[0]);
histogram_ref->SetLineWidth(2);
histogram_ref->SetMarkerColor(colors[0]);
histogram_ref->SetMarkerStyle(markerStyles[0]);
histogram_ref->SetMarkerSize(markerSizes[0]);
histogram_ref->Draw("e1p");
//if ( integral_ref >= 0. ) legend->AddEntry(histogram_ref, Form("%s: %1.2f", legendEntry_ref.data(), integral_ref), "p");
//else legend->AddEntry(histogram_ref, legendEntry_ref.data(), "p");
legend->AddEntry(histogram_ref, Form("%s: %1.2f", legendEntry_ref.data(), integral_ref), "p");
TAxis* xAxis_top = histogram_ref->GetXaxis();
xAxis_top->SetTitle(xAxisTitle.data());
xAxis_top->SetTitleOffset(xAxisOffset);
xAxis_top->SetLabelColor(10);
xAxis_top->SetTitleColor(10);
TAxis* yAxis_top = histogram_ref->GetYaxis();
yAxis_top->SetTitle(yAxisTitle.data());
yAxis_top->SetTitleOffset(yAxisOffset);
if ( histogram2 ) {
histogram2->SetLineColor(colors[1]);
histogram2->SetLineWidth(2);
histogram2->SetMarkerColor(colors[1]);
histogram2->SetMarkerStyle(markerStyles[1]);
histogram2->SetMarkerSize(markerSizes[1]);
histogram2->Draw("e1psame");
//if ( integral2 >= 0. ) legend->AddEntry(histogram2, Form("%s: %1.2f", legendEntry2.data(), integral2), "p");
//else legend->AddEntry(histogram2, legendEntry2.data(), "p");
legend->AddEntry(histogram2, Form("%s: %1.2f", legendEntry2.data(), integral2), "p");
}
if ( histogram3 ) {
histogram3->SetLineColor(colors[2]);
histogram3->SetLineWidth(2);
histogram3->SetMarkerColor(colors[2]);
histogram3->SetMarkerStyle(markerStyles[2]);
histogram3->SetMarkerSize(markerSizes[2]);
histogram3->Draw("e1psame");
//if ( integral3 >= 0. ) legend->AddEntry(histogram3, Form("%s: %1.2f", legendEntry3.data(), integral3), "p");
//else legend->AddEntry(histogram3, legendEntry3.data(), "p");
legend->AddEntry(histogram3, Form("%s: %1.2f", legendEntry3.data(), integral3), "p");
}
if ( histogram4 ) {
histogram4->SetLineColor(colors[3]);
histogram4->SetLineWidth(2);
histogram4->SetMarkerColor(colors[3]);
histogram4->SetMarkerStyle(markerStyles[3]);
histogram4->SetMarkerSize(markerSizes[3]);
histogram4->Draw("e1psame");
if ( integral4 >= 0. ) legend->AddEntry(histogram4, Form("%s: %1.2f", legendEntry4.data(), integral4), "p");
else legend->AddEntry(histogram4, legendEntry4.data(), "p");
}
if ( histogram5 ) {
histogram5->SetLineColor(colors[4]);
histogram5->SetLineWidth(2);
histogram5->SetMarkerColor(colors[4]);
histogram5->SetMarkerStyle(markerStyles[4]);
histogram5->SetMarkerSize(markerSizes[4]);
histogram5->Draw("e1psame");
if ( integral5 >= 0. ) legend->AddEntry(histogram5, Form("%s: %1.2f", legendEntry5.data(), integral5), "p");
else legend->AddEntry(histogram5, legendEntry5.data(), "p");
}
if ( histogram6 ) {
histogram6->SetLineColor(colors[5]);
histogram6->SetLineWidth(2);
histogram6->SetMarkerColor(colors[5]);
histogram6->SetMarkerStyle(markerStyles[5]);
histogram6->SetMarkerSize(markerSizes[5]);
histogram6->Draw("e1psame");
if ( integral6 >= 0. ) legend->AddEntry(histogram6, Form("%s: %1.2f", legendEntry6.data(), integral6), "p");
else legend->AddEntry(histogram6, legendEntry6.data(), "p");
}
legend->Draw();
canvas->cd();
bottomPad->Draw();
bottomPad->cd();
TH1* histogram2_div_ref = 0;
if ( histogram2 ) {
std::string histogramName2_div_ref = std::string(histogram2->GetName()).append("_div_").append(histogram_ref->GetName());
histogram2_div_ref = compRatioHistogram(histogramName2_div_ref, histogram2, histogram_ref);
if ( histogram2_div_ref ) {
histogram2_div_ref->SetTitle("");
histogram2_div_ref->SetStats(false);
histogram2_div_ref->SetMinimum(-0.50);
histogram2_div_ref->SetMaximum(+0.50);
TAxis* xAxis_bottom = histogram2_div_ref->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogram2_div_ref->GetYaxis();
yAxis_bottom->SetTitle(Form("#frac{%s - %s}{%s}", legendEntry2.data(), legendEntry_ref.data(), legendEntry_ref.data()));
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
histogram2_div_ref->Draw("e1p");
}
}
TH1* histogram3_div_ref = 0;
if ( histogram3 ) {
std::string histogramName3_div_ref = std::string(histogram3->GetName()).append("_div_").append(histogram_ref->GetName());
histogram3_div_ref = compRatioHistogram(histogramName3_div_ref, histogram3, histogram_ref);
if ( histogram3_div_ref ) {
histogram3_div_ref->SetTitle("");
histogram3_div_ref->SetStats(false);
histogram3_div_ref->SetMinimum(-0.50);
histogram3_div_ref->SetMaximum(+0.50);
TAxis* xAxis_bottom = histogram3_div_ref->GetXaxis();
xAxis_bottom->SetTitle(xAxis_top->GetTitle());
xAxis_bottom->SetLabelColor(1);
xAxis_bottom->SetTitleColor(1);
xAxis_bottom->SetTitleOffset(1.20);
xAxis_bottom->SetTitleSize(0.08);
xAxis_bottom->SetLabelOffset(0.02);
xAxis_bottom->SetLabelSize(0.08);
xAxis_bottom->SetTickLength(0.055);
TAxis* yAxis_bottom = histogram3_div_ref->GetYaxis();
yAxis_bottom->SetTitle(Form("#frac{%s - %s}{%s}", legendEntry3.data(), legendEntry_ref.data(), legendEntry_ref.data()));
yAxis_bottom->SetTitleOffset(0.85);
yAxis_bottom->SetNdivisions(505);
yAxis_bottom->CenterTitle();
yAxis_bottom->SetTitleSize(0.08);
yAxis_bottom->SetLabelSize(0.08);
yAxis_bottom->SetTickLength(0.04);
if ( histogram2 ) histogram3_div_ref->Draw("e1psame");
else histogram3_div_ref->Draw("e1p");
}
}
TGraph* graph_line = new TGraph(2);
graph_line->SetPoint(0, xAxis_top->GetXmin(), 0.);
graph_line->SetPoint(1, xAxis_top->GetXmax(), 0.);
graph_line->SetLineColor(8);
graph_line->SetLineWidth(1);
graph_line->Draw("L");
if ( histogram2_div_ref ) histogram2_div_ref->Draw("e1psame");
if ( histogram3_div_ref ) histogram3_div_ref->Draw("e1psame");
TH1* histogram4_div_ref = 0;
if ( histogram4 ) {
std::string histogramName4_div_ref = std::string(histogram4->GetName()).append("_div_").append(histogram_ref->GetName());
histogram4_div_ref = compRatioHistogram(histogramName4_div_ref, histogram4, histogram_ref);
if ( histogram4_div_ref ) {
histogram4_div_ref->Draw("e1psame");
}
}
TH1* histogram5_div_ref = 0;
if ( histogram5 ) {
std::string histogramName5_div_ref = std::string(histogram5->GetName()).append("_div_").append(histogram_ref->GetName());
histogram5_div_ref = compRatioHistogram(histogramName5_div_ref, histogram5, histogram_ref);
if ( histogram5_div_ref ) {
histogram5_div_ref->Draw("e1psame");
}
}
TH1* histogram6_div_ref = 0;
if ( histogram6 ) {
std::string histogramName6_div_ref = std::string(histogram6->GetName()).append("_div_").append(histogram_ref->GetName());
histogram6_div_ref = compRatioHistogram(histogramName6_div_ref, histogram6, histogram_ref);
if ( histogram6_div_ref ) {
histogram6_div_ref->Draw("e1psame");
}
}
canvas->Update();
size_t idx = outputFileName.find_last_of('.');
std::string outputFileName_plot = std::string(outputFileName, 0, idx);
if ( useLogScale ) outputFileName_plot.append("_log");
else outputFileName_plot.append("_linear");
if ( idx != std::string::npos ) canvas->Print(std::string(outputFileName_plot).append(std::string(outputFileName, idx)).data());
canvas->Print(std::string(outputFileName_plot).append(".png").data());
//canvas->Print(std::string(outputFileName_plot).append(".pdf").data());
//canvas->Print(std::string(outputFileName_plot).append(".root").data());
delete legend;
delete histogram2_div_ref;
delete histogram3_div_ref;
delete histogram4_div_ref;
delete histogram5_div_ref;
delete histogram6_div_ref;
delete topPad;
delete bottomPad;
delete canvas;
}
void EMCDistribution_ShowShape(TString CherenkovSignal = "C2_Inner",
const double che_cut = 10)
{
TString cut_pass = CherenkovSignal + Form(">%.1f", che_cut);
TString cut_rej = CherenkovSignal + Form("<%.1f", che_cut);
const double event_pass = T->GetEntries(cut_pass);
const double event_rej = T->GetEntries(cut_rej);
TH2 *EnergyDist_pass = new TH2F("EnergyDist_pass",
cut_pass + ";Column;Row;<Energy> / Event / Tower", 8, -.5, 7.5, 8, -.5,
7.5);
TH2 *EnergyDist_rej = new TH2F("EnergyDist_rej",
cut_rej + ";Column;Row;<Energy> / Event / Tower", 8, -.5, 7.5, 8, -.5,
7.5);
TH2 *Hodoscope_dist = new TH2F("Hodoscope_dist",
cut_rej + ";7 - Horizontal Hodoscope (5 mm);7 - Vertical Hodoscope (5 mm); Event / finger^2", 8, -.5, 7.5, 8, -.5,
7.5);
TH1 *Che_full = new TH1F("Che_full",
";" + CherenkovSignal + " Signal (ADC);Count / bin", 200, 0, 2000);
TH1 *Che_pass = new TH1F("Che_pass",
";" + CherenkovSignal + " Signal (ADC);Count / bin", 200, 0, 2000);
TH1 *Che_rej = new TH1F("Che_rej",
";" + CherenkovSignal + " Signal (ADC);Count / bin", 200, 0, 2000);
Che_full->SetLineColor(kBlue + 3);
Che_full->SetLineWidth(2);
Che_pass->SetLineColor(kGreen + 3);
Che_pass->SetLineWidth(2);
Che_pass->SetFillColor(kGreen + 3);
Che_pass->SetFillStyle(1);
Che_rej->SetLineColor(kBlue + 3);
Che_rej->SetLineWidth(2);
Che_rej->SetFillColor(kBlue + 3);
Che_rej->SetFillStyle(1);
T->Draw(
"TOWER_CALIB_CEMC[].get_binphi():TOWER_CALIB_CEMC[].get_bineta()>>EnergyDist_pass",
Form("(%s) * (TOWER_CALIB_CEMC[].get_energy())", cut_pass.Data()),
"goff");
T->Draw(
"TOWER_CALIB_CEMC[].get_binphi():TOWER_CALIB_CEMC[].get_bineta()>>EnergyDist_rej",
Form("(%s) * (TOWER_CALIB_CEMC[].get_energy())", cut_rej.Data()), "goff");
T->Draw(
"7 - Average_HODO_VERTICAL:7 - Average_HODO_HORIZONTAL>>Hodoscope_dist", "1", "goff");
T->Draw(CherenkovSignal + ">>Che_full", NULL, "goff");
T->Draw(CherenkovSignal + ">>Che_pass", cut_pass, "goff");
T->Draw(CherenkovSignal + ">>Che_rej", cut_rej, "goff");
EnergyDist_pass->Scale(1. / event_pass);
EnergyDist_rej->Scale(1. / event_rej);
TText *t;
TCanvas *c1 = new TCanvas("EMCDistribution_ShowShape" + cuts,
"EMCDistribution_ShowShape" + cuts, 1100, 950);
c1->Divide(2, 2);
int idx = 1;
TPad *p;
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
p->SetGridx(0);
p->SetGridy(0);
Che_full->DrawClone();
Che_pass->DrawClone("same");
Che_rej->DrawClone("same");
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogy();
EnergyDist_pass->DrawClone("colz");
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogy();
// p->SetGridx(0);
// p->SetGridy(0);
EnergyDist_rej->DrawClone("colz");
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogy();
// p->SetGridx(0);
// p->SetGridy(0);
Hodoscope_dist->DrawClone("colz");
SaveCanvas(c1,
TString(_file0->GetName()) + TString("_DrawPrototype3EMCalTower_") + TString(c1->GetName()), false);
}
void plotComparison( TH1F* h_dt , TH1F* h_mc , TH1F *h_extra, char* label, bool dolog, bool drawbkg) {
TPad* fullpad = new TPad();
TPad* plotpad = new TPad();
TPad* respad = new TPad();
fullpad = new TPad("fullpad","fullpad",0,0,1,1);
fullpad->Draw();
fullpad->cd();
plotpad = new TPad("plotpad","plotpad",0,0,1,0.8);
plotpad->Draw();
plotpad->cd();
if (dolog) plotpad->SetLogy();
h_dt->GetYaxis()->SetTitle("Entries");
h_dt->GetXaxis()->SetTitle(Form("%s", label));
h_dt->GetYaxis()->SetTitleSize(0.05);
h_dt->GetXaxis()->SetTitleSize(0.05);
h_dt->GetYaxis()->SetTitleOffset(1.5);
h_dt->GetXaxis()->SetTitleOffset(1.3);
if (!dolog) h_dt->GetYaxis()->SetRangeUser(0., 1.4*h_dt->GetMaximum());
h_dt->SetLineColor(kBlack);
h_dt->SetMarkerColor(kBlack);
h_mc->SetLineColor(kBlue);
h_mc->SetMarkerColor(kBlue);
h_extra->SetLineColor(kRed);
h_extra->SetLineWidth(2);
h_mc->SetLineWidth(2);
h_dt->Draw();
h_mc->Draw("HISTSAME");
if (drawbkg) h_extra->Draw("HISTSAME");
h_dt->Draw("ESAME");
TLegend *legComp = new TLegend( 0.653, 0.663, 0.944, 0.870);
legComp->AddEntry(h_dt, "Data", "lp");
legComp->AddEntry(h_mc, "MC", "l");
if (drawbkg) legComp->AddEntry(h_extra, "MC Bkg", "l");
legComp->SetFillColor(0);
legComp->SetBorderSize(0);
legComp->Draw();
TLatex *text = new TLatex();
text->SetNDC();
text->SetTextSize(0.04);
// float xtex = 0.65;
// text->DrawLatex(xtex,0.88,"1 lepton + jets Sample");
fullpad->cd();
respad = new TPad("respad","respad",0,0.8,1,1);
respad->Draw();
respad->cd();
//gPad->SetGridy();
TH1F* ratio = (TH1F*) h_dt->Clone("ratio");
ratio->Divide(h_mc);
ratio->GetYaxis()->SetTitleOffset(0.3);
ratio->GetYaxis()->SetTitleSize(0.2);
ratio->GetYaxis()->SetNdivisions(5);
ratio->GetYaxis()->SetLabelSize(0.2);
if (dolog) ratio->GetYaxis()->SetRangeUser(0.5,1.5);
else ratio->GetYaxis()->SetRangeUser(0.7,1.3);
ratio->GetYaxis()->SetTitle("Ratio ");
ratio->GetXaxis()->SetLabelSize(0);
ratio->GetXaxis()->SetTitleSize(0);
ratio->SetMarkerSize(1);
ratio->SetLineWidth(2);
ratio->SetLineColor(kBlue);
ratio->SetMarkerColor(kBlue);
ratio->SetFillColor(kBlue);
ratio->SetFillStyle(3002);
ratio->Draw("E2");
TLine line;
line.SetLineWidth(2);
line.DrawLine(h_dt->GetXaxis()->GetXmin(),1,h_dt->GetXaxis()->GetXmax(),1);
}
void EMCDistribution_SUM_RawADC(TString sTOWER = "Energy_Sum_col1_row2_5x5",
TString CherenkovSignal = "C2_Inner")
{
TH1 *EnergySum_LG_full = new TH1F("EnergySum_LG_full",
";Tower Energy Sum (ADC);Count / bin", 260, -100, 2500);
TH1 *EnergySum_LG = new TH1F("EnergySum_LG",
";Tower Energy Sum (ADC);Count / bin", 260, -100, 2500);
// TH1 * EnergySum_HG = new TH1F("EnergySum_HG",
// ";Low range Tower Energy Sum (ADC);Count / bin", 50, 0, 500);
TH1 *C2_Inner_full = new TH1F("C2_Inner_full",
CherenkovSignal + ";Cherenkov Signal (ADC);Count / bin", 1000, 0, 2000);
TH1 *C2_Inner = new TH1F("C2_Inner",
CherenkovSignal + ";Cherenkov Inner Signal (ADC);Count / bin", 1000, 0, 2000);
EnergySum_LG_full->SetLineColor(kBlue + 3);
EnergySum_LG_full->SetLineWidth(2);
EnergySum_LG->SetLineColor(kGreen + 3);
EnergySum_LG->SetLineWidth(3);
EnergySum_LG->SetMarkerColor(kGreen + 3);
C2_Inner_full->SetLineColor(kBlue + 3);
C2_Inner_full->SetLineWidth(2);
C2_Inner->SetLineColor(kGreen + 3);
C2_Inner->SetLineWidth(3);
C2_Inner->SetMarkerColor(kGreen + 3);
TCut c2 = CherenkovSignal + ">240";
T->Draw(sTOWER + ">>EnergySum_LG_full", "", "goff");
T->Draw(sTOWER + ">>EnergySum_LG", c2, "goff");
T->Draw(CherenkovSignal + ">>C2_Inner_full", "", "goff");
T->Draw(CherenkovSignal + ">>C2_Inner", c2, "goff");
TText *t;
TCanvas *c1 = new TCanvas(
"EMCDistribution_SUM_RawADC_" + sTOWER + "_" + CherenkovSignal + cuts,
"EMCDistribution_SUM_RawADC_" + sTOWER + "_" + CherenkovSignal + cuts, 1800,
600);
c1->Divide(3, 1);
int idx = 1;
TPad *p;
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
p->SetGridx(0);
p->SetGridy(0);
C2_Inner_full->DrawClone();
C2_Inner->DrawClone("same");
p = (TPad *) c1->cd(idx++);
c1->Update();
p->SetLogy();
p->SetGridx(0);
p->SetGridy(0);
TH1 *h = (TH1 *) EnergySum_LG_full->DrawClone();
// h->GetXaxis()->SetRangeUser(0, h->GetMean() + 5 * h->GetRMS());
(TH1 *) EnergySum_LG->DrawClone("same");
p = (TPad *) c1->cd(idx++);
c1->Update();
// p->SetLogy();
p->SetGridx(0);
p->SetGridy(0);
TH1 *h_full = (TH1 *) EnergySum_LG_full->DrawClone();
TH1 *h = (TH1 *) EnergySum_LG->DrawClone("same");
TF1 *fgaus_g = new TF1("fgaus_LG_g", "gaus", h->GetMean() - 1 * h->GetRMS(),
h->GetMean() + 4 * h->GetRMS());
fgaus_g->SetParameters(1, h->GetMean() - 2 * h->GetRMS(),
h->GetMean() + 2 * h->GetRMS());
h->Fit(fgaus_g, "MR0N");
TF1 *fgaus = new TF1("fgaus_LG", "gaus",
fgaus_g->GetParameter(1) - 1 * fgaus_g->GetParameter(2),
fgaus_g->GetParameter(1) + 4 * fgaus_g->GetParameter(2));
fgaus->SetParameters(fgaus_g->GetParameter(0), fgaus_g->GetParameter(1),
fgaus_g->GetParameter(2));
h->Fit(fgaus, "MR");
h->Sumw2();
h_full->Sumw2();
h_full->GetXaxis()->SetRangeUser(h->GetMean() - 4 * h->GetRMS(),
h->GetMean() + 4 * h->GetRMS());
h->SetLineWidth(2);
h->SetMarkerStyle(kFullCircle);
h_full->SetTitle(
Form("#DeltaE/<E> = %.1f%%",
100 * fgaus->GetParameter(2) / fgaus->GetParameter(1)));
// p = (TPad *) c1->cd(idx++);
// c1->Update();
// p->SetLogy();
// p->SetGridx(0);
// p->SetGridy(0);
//
// TH1 * h = (TH1 *) EnergySum_LG->DrawClone();
// h->GetXaxis()->SetRangeUser(0,500);
// h->SetLineWidth(2);
// h->SetLineColor(kBlue + 3);
//// h->Sumw2();
// h->GetXaxis()->SetRangeUser(0, h->GetMean() + 5 * h->GetRMS());
//
// p = (TPad *) c1->cd(idx++);
// c1->Update();
//// p->SetLogy();
// p->SetGridx(0);
// p->SetGridy(0);
//
// TH1 * h = (TH1 *) EnergySum_LG->DrawClone();
// h->GetXaxis()->SetRangeUser(0,500);
//
// TF1 * fgaus = new TF1("fgaus_HG", "gaus", 0, 100);
// fgaus->SetParameters(1, h->GetMean() - 2 * h->GetRMS(),
// h->GetMean() + 2 * h->GetRMS());
// h->Fit(fgaus, "M");
//
// h->Sumw2();
// h->GetXaxis()->SetRangeUser(h->GetMean() - 4 * h->GetRMS(),
// h->GetMean() + 4 * h->GetRMS());
//
// h->SetLineWidth(2);
// h->SetMarkerStyle(kFullCircle);
//
// h->SetTitle(
// Form("#DeltaE/<E> = %.1f%%",
// 100 * fgaus->GetParameter(2) / fgaus->GetParameter(1)));
SaveCanvas(c1,
TString(_file0->GetName()) + TString("_DrawPrototype3EMCalTower_") + TString(c1->GetName()), false);
}