# Integrated luminosity in fb-1s
intlumi = 19.712 # ABCD
# set root styles
plotTools.SetBoostStyle()
tdrstyle.setTDRStyle()
########################################################
# Make comparison of gen level W pt
hname = "h_MR_jet1ptg200"
htitle = ""
xt = "M_{R} (GeV)"
legd4 = plotTools.ConstructLDict(0.35, 0.9, 0.6, 0.87)
text1 = TText(0.73, 0.55, "T1t1t model")
text1.SetNDC()
text1.SetTextSize(0.04)
hdict_bg = plotTools.ConstructHDict(infile_bg.Get(hname),
name="Total background",
color=rt.kCyan - 8,
fillstyle=3003,
linewidth=0,
title=htitle,
xtitle=xt)
hdict_T1t1t_600_225_50 = plotTools.ConstructHDict(
infile_T1t1t_600_225_50.Get(hname),
name=
"m_{#tilde{g}} = 600 GeV, m_{#tilde{t}_{1}} = 225 GeV, m_{#tilde{#chi}_{1}^{0}} = 50 GeV",
#name="#splitline{m_{#tilde{g}} = 600 GeV, m_{#tilde{t}_{1}} = 225 GeV,}{m_{#tilde{#chi}_{1}^{0}} = 50 GeV}",
color=rt.kCyan + 2,
title=htitle,
if cpu_type == '2376':
h_2_6.Fill(float(t_run)/60.)
c1 = TCanvas("c1","Root Canvas",40,20,800,600)
gStyle.SetOptStat(111111)
h_1.SetFillColor(36)
h_1.GetYaxis().SetTitleOffset(1.2)
h_1.SetYTitle('Entries')
h_1.SetXTitle('Time, s')
c1.SetLogy()
h_1.Draw()
t_task = TText(0.35,0.8,'Task '+ task + " SIGNET" )
t_task.SetNDC()
t_task.Draw()
#print time stamp
t_time = datetime.now()
t_label = 'SP ' + t_time.strftime("%Y-%m-%d")
t = TText(0.905,0.6,t_label)
t.SetNDC()
t.SetTextAlign(21) # middle, bottom
t.SetTextAngle(-90)
t.SetTextSize(0.017)
t.Draw()
c1.Modified()
c1.Update()
def MCSPlot(self, pname):
#print self.fname
f = TFile(self.fname)
self.RMS = {}
self.RMSErr = {}
self.Chi2 = {}
self.RMSsysdiff = {}
self.RMSsyserr = {}
# create a plot for each histvarname
for histvar in self.histvarnames:
self.RMS[histvar] = {}
self.RMSErr[histvar] = {}
self.RMSsysdiff[histvar] = {}
self.RMSsyserr[histvar] = {}
self.Chi2[histvar] = {}
names = [histvar + '_' + x for x in self.histstatenames]
print names
hists = [f.Get(histvar + '_' + x) for x in self.histstatenames]
print hists[0]
hists[0].SetTitle("")
# hists[3].Scale(norm)
# self.formatHist(hist[0], 0)
resplots = [x.Clone() for x in hists]
resplots[0].SetTitle('')
resplots[0].GetYaxis().SetTitle("Normalized Residuals")
# if histvar == 'thetaScatt':
leg = TLegend(0.55, 0.73, 0.89, 0.92)
leg.SetLineColor(10)
# else:
# leg = TLegend(0.35,0.2,0.65,0.5)
for i in range(len(self.histstatedesc)):
hists[i].Sumw2()
if histvar == 'theta2Scatt':
hists[i].Rebin(8)
resplots[i].Rebin(8)
elif histvar == 'thetaScatt':
hists[i].Rebin(1)
resplots[i].Rebin(1)
else:
hists[i].Rebin(1)
resplots[i].Rebin(1)
self.formatHists(hists[i], i)
self.formatHists(resplots[i], i)
self.addToRMS(i, hists[i], hists[0], resplots[i], histvar)
if histvar == 'theta2Scatt':
hists[i].GetYaxis().SetTitle('Probability per ' + str(
round(1000 * 1000 *
hists[i].GetXaxis().GetBinWidth(4), 2)) +
' mrad^{2}')
else:
hists[i].GetYaxis().SetTitle('Probability per ' + str(
round(1000 * hists[i].GetXaxis().GetBinWidth(4), 2)) +
' mrad')
leg.AddEntry(hists[i], self.histstatedesc[i], self.histopts[i])
#print hists[0]
self.calculateChi2(i, hists[i], hists[0], resplots[i], histvar,
pname)
c = TCanvas(self.fname[:-5] + '_' + histvar + '_c1')
if self.desc[0] == 'XePion':
t1 = TText(0.18, 0.885, "MICE ISIS cycle 2015/03")
t2 = TText(0.18, 0.85,
"Xe, " + self.desc[1][2:5] + ", MAUS v3.1.2")
else:
t1 = TText(0.18, 0.885, "MICE ISIS cycle 2015/04")
t2 = TText(0.18, 0.85,
"LiH, " + self.desc[1][2:5] + ", MAUS v3.1.2")
t1.SetNDC(1)
t1.SetTextSize(0.04)
t1.SetTextFont(42)
t2.SetNDC(1)
t2.SetTextSize(0.03)
t2.SetTextFont(42)
hists[0].GetYaxis().SetRangeUser(4e-4, 2.0)
hists[0].SetTitle(";" + hists[0].GetXaxis().GetTitle() +
" (radians);" + hists[0].GetYaxis().GetTitle())
hists[0].Draw('ep')
c.SetBottomMargin(0.15)
c.SetTopMargin(0.075)
for h in hists[1:len(self.histstatedesc)]:
h.Draw('epsame')
leg.SetTextSize(0.04)
leg.Draw('same')
t1.Draw()
t2.Draw()
c.SetLogy()
c.SaveAs(pname + '_' + self.fname[:-5] + '_' + histvar +
'_sys.eps')
c.SaveAs(pname + '_' + self.fname[:-5] + '_' + histvar +
'_sys.root')
c.SaveAs(pname + '_' + self.fname[:-5] + '_' + histvar +
'_sys_pq.jpg')
c.Clear()
c.SetLogy(0)
resplots[0].GetYaxis().SetRangeUser(-2, 2)
resplots[0].SetTitle(";" + resplots[0].GetXaxis().GetTitle() +
" (radians);" +
resplots[0].GetYaxis().GetTitle())
leg.SetX1NDC(0.5)
leg.SetX2NDC(0.89)
leg.SetY1NDC(0.2)
leg.SetY2NDC(0.4)
resplots[0].Draw("p")
for r in resplots:
r.Draw('psame')
leg.SetTextSize(0.04)
leg.Draw('same')
t1.Draw()
t2.Draw()
# pblock.Draw()
c.SaveAs(pname + '_' + self.fname[:-5] + '_' + histvar +
'_sys_res_T.eps')
c.SaveAs(pname + '_' + self.fname[:-5] + '_' + histvar +
'_sys_res_pq.jpg')
momhist = f.Get("cor_mom")
#mom = [momhist.GetMean() + 19.468, momhist.GetMeanError()]
#if self.fname.find("LiHMuon_03172") >= 0:
# mom = [momhist.GetMean()*1.107 + 1.05, momhist.GetMeanError()]
#elif self.fname.find("LiHMuon_03200") >= 0:
# mom = [momhist.GetMean()*1.104 + 1.139, momhist.GetMeanError()]
#elif self.fname.find("LiHMuon_03240") >= 0:
# mom = [momhist.GetMean()*1.17 - 9.41, momhist.GetMeanError()]
if self.fname.find("LiHMuon_03172") >= 0:
mom = [momhist.GetMean(), momhist.GetMeanError()]
elif self.fname.find("LiHMuon_03200") >= 0:
mom = [momhist.GetMean(), momhist.GetMeanError()]
elif self.fname.find("LiHMuon_03240") >= 0:
mom = [momhist.GetMean(), momhist.GetMeanError()]
rms = [momhist.GetRMS(), momhist.GetRMSError()]
summary = []
syssummary = []
def sigfig(x):
if math.fabs(x) > 1e-5:
return int(math.ceil(math.fabs(math.log(math.fabs(x), 10))))
else:
return 1
# syssummary.append("p (MeV/c) & "+self.histvarnames[0]+"&"+self.histvarnames[1]+"&"+self.histvarnames[3]+"\\\\")
if pname != "Truth":
for sys in self.sysFiles:
# if sys[3] == 'Material': stindx = 1
# else:
stindx = 0
# print sys[3], self.histstatenames[stindx]
difference0 = self.RMSsysdiff[self.histvarnames[0]][
self.histstatenames[stindx]][sys[3]]
difference1 = self.RMSsysdiff[self.histvarnames[1]][
self.histstatenames[stindx]][sys[3]]
difference3 = self.RMSsysdiff[self.histvarnames[3]][
self.histstatenames[stindx]][sys[3]]
syserr0 = self.RMSsyserr[self.histvarnames[0]][
self.histstatenames[stindx]][sys[3]]
syserr1 = self.RMSsyserr[self.histvarnames[1]][
self.histstatenames[stindx]][sys[3]]
syserr3 = self.RMSsyserr[self.histvarnames[3]][
self.histstatenames[stindx]][sys[3]]
relerr0 = syserr0 / self.RMS[self.histvarnames[0]][
self.histstatenames[0]]
relerr1 = syserr1 / self.RMS[self.histvarnames[1]][
self.histstatenames[0]]
relerr3 = syserr3 / self.RMS[self.histvarnames[3]][
self.histstatenames[0]]
syssummary.append(str(round(mom[0],sigfig(mom[1])))+"$\pm$"+str(round(mom[1],sigfig(mom[1])))+\
" & "+str(round(difference0,sigfig(difference0)))+\
" & "+str(round(syserr0,sigfig(syserr0)))+\
" & "+str(round(relerr0,sigfig(relerr0)))+\
" & "+str(round(difference1,sigfig(difference1)))+\
" & "+str(round(syserr1,sigfig(syserr1)))+\
" & "+str(round(relerr1,sigfig(relerr1)))+\
" & "+str(round(difference3,sigfig(difference3)))+\
" & "+str(round(syserr3,sigfig(syserr3)))+\
" & "+str(round(relerr3,sigfig(relerr3)))+"\\\\")
# print syssummary[-1]
syssummary.append(str(round(mom[0],2))+"$\pm$"+str(round(mom[1],2))+\
" & "+ str(round(rms[0],2))+"$\pm$"+str(round(rms[1],2))+\
" & "+str(round(self.RMSsysdiff[self.histvarnames[0]][self.histstatenames[0]]['Sum'],2))+\
" & "+str(round(self.RMSsyserr[self.histvarnames[0]][self.histstatenames[0]]['Sum'],2))+\
" & "+str(round(self.RMSsyserr[self.histvarnames[0]][self.histstatenames[0]]['Sum']/self.RMS[self.histvarnames[0]][self.histstatenames[0]],2))+\
" & "+str(round(self.RMSsysdiff[self.histvarnames[1]][self.histstatenames[0]]['Sum'],2))+\
" & "+str(round(self.RMSsyserr[self.histvarnames[1]][self.histstatenames[0]]['Sum'],2))+\
" & "+str(round(self.RMSsyserr[self.histvarnames[1]][self.histstatenames[0]]['Sum']/self.RMS[self.histvarnames[1]][self.histstatenames[0]],2))+\
" & "+str(round(self.RMSsysdiff[self.histvarnames[3]][self.histstatenames[0]]['Sum'],2))+
" & "+str(round(self.RMSsyserr[self.histvarnames[3]][self.histstatenames[0]]['Sum'],2))+
" & "+str(round(self.RMSsyserr[self.histvarnames[3]][self.histstatenames[0]]['Sum']/self.RMS[self.histvarnames[2]][self.histstatenames[0]],2))+"\\\\")
# summary.append("p (MeV/c) & &"+str(self.histstatenames[0])+" & "+str(self.histstatenames[1])+" & $\chi^{2}$/ndf & "+
# +str(self.histstatenames[2])+" & $\chi^{2}$/ndf \\\\")
# print mom, self.RMS, self.RMSErr, self.Chi2
for histvar in self.histvarnames:
summary.append(str(round(mom[0],2))+"$\pm$"+str(round(mom[1],2))+\
"& $\ "+histvar+"$ & "+str(round(self.RMS[histvar][self.histstatenames[0]],2))+ \
"$\pm$"+str(round(self.RMSErr[histvar][self.histstatenames[0]],2))+ \
"$\pm$"+str(round(self.RMSsyserr[histvar][self.histstatenames[0]]["Sum"],2))+ \
" & "+str(round(self.RMS[histvar][self.histstatenames[1]],2))+ \
"$\pm$"+str(round(self.RMSErr[histvar][self.histstatenames[1]],2))+ \
# "$\pm$"+str(round(self.RMSsyserr[histvar][self.histstatenames[1]]["Sum"],2))+\
" & "+str(round(self.Chi2[histvar][self.histstatenames[1]][0],1))+ \
" / "+ str(self.Chi2[histvar][self.histstatenames[1]][1])+ \
" & "+str(round(self.RMS[histvar][self.histstatenames[2]],2))+ \
"$\pm$"+str(round(self.RMSErr[histvar][self.histstatenames[2]],2))+ \
#"$\pm$"+str(round(self.RMSsyserr[histvar][self.histstatenames[2]]["Sum"],2))+\
" & "+str(round(self.Chi2[histvar][self.histstatenames[2]][0],1))+ \
" / "+ str(self.Chi2[histvar][self.histstatenames[2]][1])
+"\\\\")
# print summary[-1]
f.Close()
return [summary, syssummary]
