hNum = RebinHist(htmp, theBins, False)
# print theBins
intNum = hNum.Integral()
intDen = hDen.Integral()
hNum.Scale(intDen / intNum)
hRat = hNum.Clone()
hRat.SetName("Ratio")
hRat.Divide(hNum, hDen, 1., 1., "")
Hlist = TObjArray()
Hlist.Add(hRat)
cname = "pT"
c1 = prepPlot("c1", cname, 300, 20, 500, 500)
c1.SetLogy(False)
# i1=90; i2=110
i1 = 0
i2 = 500
hNum.GetXaxis().SetRange(i1, i2)
hDen.SetLineColor(ROOT.kRed)
hNum.Draw()
hDen.Draw("same")
c1.Update()
cname = "Ratio"
c2 = prepPlot("c2", cname, 750, 120, 500, 500)
c2.SetLogy(0)
SetStyle()
#===============================================================
x, y, ex, ey = array('d'), array('d'), array('d'), array('d')
for ptBin in ptBins:
ptmin = ptBin[0]
ptmax = ptBin[1]
pt = (ptmax + ptmin) / 2.
x.append(pt)
ex.append(0)
ey.append(0.1)
c1 = prepPlot("c0", "c0", 700, 20, 500, 500)
c1.SetLogy(False)
y.append(1.08)
y.append(1.1)
y.append(1.15)
y.append(1.2)
y.append(1.2)
y.append(1.22)
y.append(1.22)
n = len(x)
gr0 = TGraphErrors(n, x, y, ex, ey)
gr0.SetMarkerColor(ROOT.kBlue)
gr0.SetMarkerStyle(20)
def drawIt(h1,h2,h3,ptmin,ptmax):
scl1=h1.Integral();
scl2=h2.Integral();
scl3=h3.Integral();
if scl1>0: h1.Scale(1./scl1)
if scl2>0: h2.Scale(1./scl2)
if scl3>0: h3.Scale(1./scl3)
## h1.SetMinimum(1.1e-6)
SetHistColorAndMarker(h1,ROOT.kBlue,20)
SetHistColorAndMarker(h2,ROOT.kRed,20)
SetHistColorAndMarker(h3,ROOT.kMagenta,20)
h1.GetXaxis().SetTitle("Response")
h1.SetMinimum(2.e-6)
fName="GFit"
fitfunc="gaus"
h1fit = TF1(fName,fitfunc,1.,1.5);
h1fit.SetParameter(0, 1)
h1fit.SetParameter(1, 1)
h1fit.SetParameter(2, .1)
h2fit=h1fit.Clone()
h3fit=h1fit.Clone()
h1fit.SetLineColor(h1.GetLineColor())
h2fit.SetLineColor(h2.GetLineColor())
h3fit.SetLineColor(h3.GetLineColor())
c1 = prepPlot("c0","c0",700,20,500,500)
c1.SetLogy(1)
h1.Draw()
h2.Draw("same")
## h3.Scale(0.8)
h3.Draw("same")
h1.Fit(h1fit,"0R");
# h1fit.Draw("sames")
h2.Fit(h2fit,"0R");
# h2fit.Draw("sames")
h3.Fit(h3fit,"0R");
# h3fit.Draw("sames")
print "XXX: ",h1.GetTitle(), h2.GetTitle()
label=h1.GetTitle()
## h1overFlow=(h1.GetBinContent(h1.GetNbinsX()+1)/h1.Integral(1,h1.GetNbinsX()+1)) * 100
## h2overFlow=(h2.GetBinContent(h2.GetNbinsX()+1)/h2.Integral(1,h2.GetNbinsX()+1)) * 100
## h3overFlow=(h3.GetBinContent(h3.GetNbinsX()+1)/h3.Integral(1,h2.GetNbinsX()+1)) * 100
## # print h1overFlow,h2overFlow,h3overFlow
## # print h1.GetEntries(),h2.GetEntries(),h3.GetEntries()
##
## # print h1.GetEntries(),h1.Integral(),h1.Integral(1,h1.GetNbinsX()),h1.Integral(1,h1.GetNbinsX()+1)
## # print h2.GetEntries(),h2.Integral(),h2.Integral(1,h2.GetNbinsX()),h2.Integral(1,h2.GetNbinsX()+1)
## # print h2.Integral(1,h2.GetNbinsX()+1) -h2.Integral(1,h2.GetNbinsX())
##
## print "Reco underflows/overflows: ",h1.GetBinContent(h1.GetNbinsX()+1),h1overFlow
## print "CB underflows/overflows: ", h2.GetBinContent(h2.GetNbinsX()+1),h2overFlow
## print "GS underflows/overflows: ", h3.GetBinContent(h3.GetNbinsX()+1),h3overFlow
## print
xl1=.15; yl1=0.75; xl2=xl1+.28; yl2=yl1+.15;
leg =TLegend(xl1,yl1,xl2,yl2);
leg.SetFillColor(0);
leg.SetLineColor(0);
leg.SetShadowColor(0);
leg.SetTextSize(0.038)
leg.AddEntry(h1,"Full Sim","lp");
leg.AddEntry(h2,"Crystal Ball","lp");
leg.AddEntry(h3,"Gaussian","lp");
leg.Draw()
t1 = TLatex();
t1.SetNDC();
txtsize=0.038; t1.SetTextSize(txtsize); t1.SetTextAlign(22);
if ymin == -ymax:
leglabel2="|y| < " + str(ymax)
else:
leglabel2= str(ymin) + " < y < " + str(ymax)
xtxt=.785; ytxt=.885;
t1.DrawLatex(xtxt,ytxt,label);
t1.DrawLatex(xtxt,ytxt-0.06,leglabel2);
c1.Modified()
c1.Update()
if SavePlots:
outfile="SmearedResponse_" + str(int(ptmin)) + "pT" + str(int(ptmax))
if wExtraSmearing:
outfile=outfile + "_wExtraSmearing"
outfile=outfile + ".pdf"
c1.Print(outfile)
return
hDen = f2.Get(hname)
norm1=hNum.Integral();
norm2=hDen.Integral();
print norm1, norm2
hNum.Scale(1./norm1)
hDen.Scale(1./norm2)
hRat= hNum.Clone()
hRat.SetName("Ratio")
hRat.Divide(hNum,hDen,1.,1.,"");
Hlist=TObjArray()
Hlist.Add(hRat);
cname="pT"
c1 = prepPlot("c1",cname,300,20,500,500)
c1.SetLogy(0);
# i1=90; i2=110
# i1=0; i2=500
# hNum.GetXaxis().SetRange(i1,i2)
hDen.SetLineColor(ROOT.kRed)
hNum.SetMaximum(.11)
hNum.Draw()
hDen.Draw("same")
cname="Ratio"
c2 = prepPlot("c2",cname,750,120,500,500)
c2.SetLogy(0);
min=0.; max=1.24
SetStyle()
# ===============================================================
x, y, ex, ey = array("d"), array("d"), array("d"), array("d")
for ptBin in ptBins:
ptmin = ptBin[0]
ptmax = ptBin[1]
pt = (ptmax + ptmin) / 2.0
x.append(pt)
ex.append(0)
ey.append(0.1)
c1 = prepPlot("c0", "c0", 700, 20, 500, 500)
c1.SetLogy(False)
y.append(1.08)
y.append(1.1)
y.append(1.15)
y.append(1.2)
y.append(1.2)
y.append(1.22)
y.append(1.22)
n = len(x)
gr0 = TGraphErrors(n, x, y, ex, ey)
gr0.SetMarkerColor(ROOT.kBlue)
gr0.SetMarkerStyle(20)
def CompGT(Triggers,TriggerSet):
runid="240923"
HistFile1="Histograms_CompStage1_Any_"+runid+".root"
f1 = TFile(HistFile1)
f1.ls()
hname="compStage1/hL1_1"
hLegOrg = f1.Get(hname)
hname="compStage1/hL1_2"
hStage1Org = f1.Get(hname)
nlumi=129
hLegOrg.Scale((nlumi*23.3));
hStage1Org.Scale((nlumi*23.3));
hLegOrg.Sumw2()
hStage1Org.Sumw2()
nchan=len(Triggers)
hLegacy = TH1F( 'hLegacy','EG Trigger Rates -- Legacy', nchan, 0, float(nchan) )
hS1Emu = TH1F( 'hS1Emu','EG Trigger Rates -- Stage1 Emulator', nchan, 0, float(nchan) )
hStage1 = TH1F( 'hStage1','EG Trigger Rates -- Stage1', nchan, 0, float(nchan) )
hLegEmu = TH1F( 'hLegEmu','EG Trigger Rates -- Legacy Emulator', nchan, 0, float(nchan) )
hLegacy.Sumw2()
hS1Emu.Sumw2()
hStage1.Sumw2()
hLegEmu.Sumw2()
ibin=-1
for trig in Triggers:
print trig
ibin+=1
hLegacy.GetXaxis().SetBinLabel(ibin+1,trig)
## hS1Emu.GetXaxis().SetBinLabel(ibin+1,trig)
hStage1.GetXaxis().SetBinLabel(ibin+1,trig)
## hLegEmu.GetXaxis().SetBinLabel(ibin+1,trig)
theBin=hLegOrg.GetXaxis().FindBin(trig)
rate=hLegOrg.GetBinContent(theBin)
err=hLegOrg.GetBinError(theBin)
print "Legacy: ",trig,theBin,rate,err
# print rate,err
hLegacy.SetBinContent(ibin+1,rate)
hLegacy.SetBinError(ibin+1,err)
## theBin=hS1EmuOrg.GetXaxis().FindBin(trig)
## rate=hS1EmuOrg.GetBinContent(theBin)
## err=hS1EmuOrg.GetBinError(theBin)
## print "S1 Emu: ",trig,theBin,rate,err
## # if trigName == "L1_SingleJet16":
## # rate=rate*10
## # err=err*10
## # print rate,err
## hS1Emu.SetBinContent(ibin+1,rate)
## hS1Emu.SetBinError(ibin+1,err)
theBin=hStage1Org.GetXaxis().FindBin(trig)
rate=hStage1Org.GetBinContent(theBin)
err=hStage1Org.GetBinError(theBin)
print "Stage1: ",trig,theBin,rate,err
hStage1.SetBinContent(ibin+1,rate)
hStage1.SetBinError(ibin+1,err)
## theBin=hLegEmuOrg.GetXaxis().FindBin(trig)
## rate=hLegEmuOrg.GetBinContent(theBin)
## err=hLegEmuOrg.GetBinError(theBin)
## print "Leg Emu: ",trig,theBin,rate,err,"\n"
##
## hLegEmu.SetBinContent(ibin+1,rate)
## hLegEmu.SetBinError(ibin+1,err)
hRat= hLegacy.Clone()
hRat.SetName("Leg/Stage1")
hRat.Divide(hLegacy,hStage1,1.,1.,"");
hRat1= hS1Emu.Clone()
hRat1.SetName("S1Emu/Stage1")
hRat1.Divide(hS1Emu,hStage1,1.,1.,"");
hRat2= hS1Emu.Clone()
hRat2.SetName("LegEmu/Legacy")
hRat2.Divide(hLegEmu,hLegacy,1.,1.,"");
Hlist=TObjArray()
Hlist.Add(hRat);
Hlist.Add(hRat1);
Hlist.Add(hRat2);
cname="Rates"
c1 = prepPlot("c1",cname,100,20,850,500)
c1.SetLogy(1);
lmargin=0.08; c1.SetLeftMargin(lmargin);
rmargin=0.08; c1.SetRightMargin(rmargin);
bmargin=0.15; c1.SetBottomMargin(bmargin);
# hLegacy.Scale(0.1)
# hStage1.Scale(0.9)
# hLegEmu.Scale(0.9)
SetHistColorAndMarker(hStage1,kRed,20); hStage1.SetFillColor(kRed)
SetHistColorAndMarker(hS1Emu,kGreen+3,24)
SetHistColorAndMarker(hLegacy,kBlue,20); hLegacy.SetFillColor(kBlue)
SetHistColorAndMarker(hLegEmu,kMagenta,24)
# hNum.Draw()
hLegacy.SetMinimum(0.1)
hStage1.SetMinimum(0.1)
hS1Emu.SetMinimum(0.1)
hLegEmu.SetMinimum(0.1)
if plotEmu:
print "JEE"
# maxContents=FindMaxContents(hS1Emu)
# hS1Emu.SetMaximum(maxContents*2.)
# hS1Emu.Draw("e")
hStage1.Draw("hist")
hLegacy.Draw("e,same")
hLegEmu.Draw("e,same")
hS1Emu.Draw("e,same")
hS1Emu.Draw("axis,same")
else:
#maxContents=FindMaxContents(hLegacy)
#hStage1.SetMaximum(maxContents*2.)
#hLegacy.Draw("hist")
maxContents=FindMaxContents(hStage1)
hStage1.SetMaximum(maxContents*2.)
hStage1.Draw("hist")
hLegacy.Draw("e,same")
hLegacy.Draw("axis,same")
x1=0.4; y1=0.2; x2=x1+0.22; y2=y1+.2
leg=PrepLegend(x1,y1,x2,y2,0.038)
leg.SetHeader("Run " + runid)
leg.AddEntry( hStage1, 'Stage1 (Fed809)' , "l")
leg.AddEntry( hLegacy, 'Legacy (Fed813)' , "pl")
if plotEmu:
leg.AddEntry( hS1Emu, 'Stage1 Emulator', "pl")
leg.AddEntry( hLegEmu, 'Legacy Emulator' , "pl")
leg.Draw()
## DrawText(0.4,0.2,"Run " + runid + " Splashes",0.04)
c1.Update()
if (PrintPlot):
psname=TriggerSet + "_Run" + str(runid)
c1.Print(psname + ".gif")
cname="Ratio"
c2 = prepPlot("c2",cname,900,40,850,500)
c2.SetLogy(0);
min=0.; max=1.24
hRat.SetMaximum(1.24)
hRat.SetMinimum(0.0)
hRat.Draw()
## hRat2.Draw("same")
c2.Update()
if (PrintPlot):
psname="ratio_" + TriggerSet + "_Run" + str(runid)
c2.Print(psname + ".gif")
# f2=TFile(OutFile,"RECREATE")
# f2.cd()
# hRat.Write()
# f2.Close()
#===============================================================
ans=raw_input('\npress return to continue, \"e\" to exit...')
if len(ans)>0:
return 1
return 0