def do_final_cosmetics(self):
self.decoratee.do_final_cosmetics()
titlebox = TPaveText(0.18, 0.94, 0.9, 0.97, "brNDC")
titlebox.AddText(self.make_title())
titlebox.SetTextSize(0.045)
titlebox.SetFillStyle(0)
titlebox.SetBorderSize(0)
titlebox.SetTextAlign(13)
titlebox.SetMargin(0.0)
titlebox.SetFillColor(0)
titlebox.Draw("SAME")
self.titlebox = titlebox
def plot_all(report_lumi=True):
# prepare all plots
plots = {}
for chan in ('el', 'mu', 'both'):
fn_full, fn_notau, fn_stat = the_files[chan]
file_full = TFile(fn_full)
file_notau = TFile(fn_notau)
file_stat = TFile(fn_stat)
ttree_full = file_full.Get("limit")
n = ttree_full.Draw(draw_command,
"2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
g_full = TGraph(n, ttree_full.GetV2(), ttree_full.GetV1())
ttree_notau = file_notau.Get("limit")
n = ttree_notau.Draw(draw_command,
"2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
g_notau = TGraph(n, ttree_notau.GetV2(), ttree_notau.GetV1())
ttree_stat = file_stat.Get("limit")
n = ttree_stat.Draw(draw_command,
"2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
g_stat = TGraph(n, ttree_stat.GetV2(), ttree_stat.GetV1())
if chan == 'both':
g_full.SetLineWidth(4)
else:
g_full.SetLineWidth(2)
g_notau.SetLineWidth(2)
g_stat.SetLineWidth(2)
g_stat.SetLineStyle(7)
# removing the title
#g_full .SetTitle(";\\text{fitted } #hat{r};") # ROOT latex cannot put a hat on a letter
#g_full .SetTitle(";\\text{fitted } r;-2\\Delta log L")
#g_full .SetTitle(";\\text{fitted signal strength};-2\\Delta log L")
g_full.SetTitle(";%s;-2#Delta log (L)" % args.title_x)
g_notau.SetTitle(";;")
g_stat.SetTitle(";;")
#g_full .GetXaxis().SetRange(0.75, 1.35)
#g_notau.GetXaxis().SetRange(0.75, 1.35)
#g_stat .GetXaxis().SetRange(0.75, 1.35)
g_full.GetXaxis().SetRangeUser(0.75, 1.35)
g_notau.GetXaxis().SetRangeUser(0.75, 1.35)
g_stat.GetXaxis().SetRangeUser(0.75, 1.35)
plots[chan] = g_full, g_notau, g_stat
print "set up observed plots"
plots_expected = {}
# prepare expected plots
for chan in ('el', 'mu', 'both'):
fn_full, fn_notau, fn_stat = the_files_expected[chan]
exp_file_full = TFile(fn_full)
exp_file_notau = TFile(fn_notau)
exp_file_stat = TFile(fn_stat)
print fn_full, fn_notau, fn_stat
exp_ttree_full = exp_file_full.Get("limit")
n = exp_ttree_full.Draw(
draw_command, "2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
exp_g_full = TGraph(n, exp_ttree_full.GetV2(), exp_ttree_full.GetV1())
exp_ttree_notau = exp_file_notau.Get("limit")
n = exp_ttree_notau.Draw(
draw_command, "2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
exp_g_notau = TGraph(n, exp_ttree_notau.GetV2(),
exp_ttree_notau.GetV1())
exp_ttree_stat = exp_file_stat.Get("limit")
n = exp_ttree_stat.Draw(
draw_command, "2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
exp_g_stat = TGraph(n, exp_ttree_stat.GetV2(), exp_ttree_stat.GetV1())
if chan == 'both':
exp_g_full.SetLineWidth(4)
else:
exp_g_full.SetLineWidth(2)
exp_g_notau.SetLineWidth(2)
exp_g_stat.SetLineWidth(2)
exp_g_stat.SetLineStyle(7)
# removing the title
#g_full .SetTitle(";\\text{fitted } #hat{r};") # ROOT latex cannot put a hat on a letter
#exp_g_full .SetTitle(";\\text{fitted } r;-2\\Delta log L")
#exp_g_full .SetTitle(";\\text{fitted signal strength};-2\\Delta log L")
exp_g_full.SetTitle(";%s;-2#Delta log (L)" % args.title_x)
exp_g_notau.SetTitle(";;")
exp_g_stat.SetTitle(";;")
#exp_g_full .GetXaxis().SetRange(0.75, 1.35)
#exp_g_notau.GetXaxis().SetRange(0.75, 1.35)
#exp_g_stat .GetXaxis().SetRange(0.75, 1.35)
exp_g_full.GetXaxis().SetRangeUser(0.75, 1.35)
exp_g_notau.GetXaxis().SetRangeUser(0.75, 1.35)
exp_g_stat.GetXaxis().SetRangeUser(0.75, 1.35)
plots_expected[chan] = exp_g_full, exp_g_notau, exp_g_stat
print "set up expectation plots"
leg = TLegend(0.6, 0.7, 0.89, 0.89)
# plotting
# first plots to set up the canvas
# draw horizontal lines first
drawn = False
if args.horizontal_lines:
for y in [float(s) for s in args.horizontal_lines.split(',')]:
l = TLine(0.1, y, 0.9, y)
l.SetLineColor(kGray)
if not drawn: # root is awesome, isn't it?
drawn = True
l.Draw()
else:
l.Draw('same')
chan = 'el'
print 'plotting %s' % chan
exp_g_full = plots_expected[chan][0]
g_full = plots[chan][0]
exp_g_full.SetLineColor(colors[chan])
g_full.SetLineColor(colors[chan])
if not drawn:
g_full.Draw("ap") # this cast makes the following work
g_full.Draw("L")
else:
g_full.Draw("same ap")
g_full.Draw("same L")
#g_notau.Draw("L same")
#g_stat .Draw("L same")
name = names[chan]
leg.AddEntry(g_full, "%s" % name, "L")
#leg.AddEntry(g_full, "%s observed" % name, "L")
#leg.AddEntry(g_full, "fitted full unc.", "L")
#leg.AddEntry(g_stat, "fitted stat unc.", "L")
#exp_g_full.SetLineStyle(7)
##exp_g_full .Draw("ap")
#exp_g_full .Draw("L same")
##exp_g_notau.Draw("L same")
##exp_g_stat .Draw("L same")
#leg.AddEntry(exp_g_full, "%s expected" % chan, "L")
##leg.AddEntry(exp_g_full, "exp. full unc.", "L")
##leg.AddEntry(exp_g_stat, "exp. stat unc.", "L")
# add el and mu
for chan in ('mu', 'both'):
exp_g_full = plots_expected[chan][0]
g_full = plots[chan][0]
exp_g_full.SetLineColor(colors[chan])
g_full.SetLineColor(colors[chan])
name = names[chan]
g_full.Draw("L same")
#leg.AddEntry(g_full, "%s observed" % name, "L")
leg.AddEntry(g_full, "%s" % name, "L")
#exp_g_full.SetLineStyle(7)
##exp_g_full .Draw("same ap") # this cast makes the following work
#exp_g_full .Draw("same L")
#leg.AddEntry(exp_g_full, "%s expected" % name, "L")
#left_title = TPaveText(0.15, 0.82, 0.3, 0.88, "brNDC")
#left_title.AddText(args.left_title)
#left_title.SetTextFont(1)
#left_title.SetFillColor(0)
if args.left_title_below:
left_title = TPaveText(0.12, 0.82, 0.72, 0.89, "brNDC")
else:
left_title = TPaveText(0.1, 0.92, 0.7, 0.99, "brNDC")
#left_title = TPaveText(0.1, 0.92, 0.7, 0.99, "brNDC")
left_title.SetTextAlign(13)
left_title.SetMargin(0)
left_title.AddText(args.left_title)
left_title.SetFillColor(0)
left_title.Draw("same")
right_title = TPaveText(0.7, 0.9, 0.9, 0.99, "brNDC")
both = True
if report_lumi:
right_title.AddText("%s fb^{-1} (13 TeV)" %
(35.8 if chan == 'el' else 35.8))
elif both:
right_title.AddText("%s fb^{-1} (13 TeV)" % '35.8')
else:
right_title.AddText("(13 TeV)")
right_title.SetTextFont(132)
right_title.SetFillColor(0)
right_title.Draw("same")
leg.SetBorderSize(0)
leg.Draw("same")
plotted = ''
plotted += '_exp'
plotted += '_obs'
c1.SaveAs("uncertainty_scans_%s_%s%s.%s" %
(args.fit_release, 'all', plotted, args.output_type))
#left_title = TPaveText(0.1, 0.9, 0.4, 0.94, "brNDC")
#left_title.AddText("CMS preliminary at 13 TeV")
#left_title.SetTextFont(1)
#left_title = TPaveText(0.15, 0.82, 0.25, 0.88, "brNDC")
#left_title.AddText("CMS")
#left_title.SetTextFont(1)
#left_title.SetFillColor(0)
##left_title.Draw("same")
#left_title = TPaveText(0.1, 0.92, 0.5, 0.99, "brNDC")
left_title = TPaveText(0.1, 0.92, 0.5, 1., "brNDC")
left_title.AddText("CMS")
left_title.SetTextAlign(
13) # this adjust to left (+ margin inside the box and top)
left_title.SetMargin(0)
left_title.SetFillColor(0)
#right_title = TPaveText(0.75, 0.9, 0.9, 0.94, "brNDC")
#right_title.AddText("L = %s fb^{-1}" % args.lumi)
#right_title.SetTextFont(132)
#right_title.SetFillColor(0)
#right_title = TPaveText(0.7, 0.9, 0.9, 0.98, "brNDC")
##if report_lumi:
## right_title.AddText("%s fb^{-1} (13 TeV)" % (31.3 if chan == 'el' else 35.8))
##else:
## right_title.AddText("(13 TeV)")
#right_title.AddText("%s fb^{-1} (13 TeV)" % args.lumi)
#right_title.SetTextFont(132)
#right_title.SetFillColor(0)
def plot(chan, plot_expected, plot_data, report_lumi=True):
#c1.SetGrid();
#c1 = TCanvas("c1","Expected Bias Band Graph",200,10,800,800);
c1 = TCanvas("c1", "Expected Bias Band Graph", 200, 10, args.canvas_size,
args.canvas_size)
c1.DrawFrame(0.85, 0.75, 1.15, 1.25)
gStyle.SetTitleW(0.7) # //per cent of the pad width
gStyle.SetTitleH(0.5) # //per cent of the pad height
# none of these work
# prepare data files
if plot_data:
fn_full, fn_notau, fn_stat = the_files[chan]
file_full = TFile(fn_full)
file_notau = TFile(fn_notau)
file_stat = TFile(fn_stat)
ttree_full = file_full.Get("limit")
n = ttree_full.Draw(draw_command,
"2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
g_full = TGraph(n, ttree_full.GetV2(), ttree_full.GetV1())
ttree_notau = file_notau.Get("limit")
n = ttree_notau.Draw(draw_command,
"2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
g_notau = TGraph(n, ttree_notau.GetV2(), ttree_notau.GetV1())
ttree_stat = file_stat.Get("limit")
n = ttree_stat.Draw(draw_command,
"2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
g_stat = TGraph(n, ttree_stat.GetV2(), ttree_stat.GetV1())
g_full.SetLineWidth(4)
g_notau.SetLineWidth(2)
g_stat.SetLineWidth(2)
g_stat.SetLineStyle(7)
# removing the title
#g_full .SetTitle(";\\text{fitted } #hat{r};") # ROOT latex cannot put a hat on a letter
#g_full .SetTitle(";\\text{fitted } r;-2\\Delta log L")
#g_full .SetTitle(";\\text{fitted signal strength};-2\\Delta log L")
#g_full .SetTitle(";%s;-2#Delta log (L)" % args.title_x)
g_full.SetTitle(";;")
g_notau.SetTitle(";;")
g_stat.SetTitle(";;")
#g_full .GetXaxis().SetRange(0.75, 1.35)
#g_notau.GetXaxis().SetRange(0.75, 1.35)
#g_stat .GetXaxis().SetRange(0.75, 1.35)
g_full.GetXaxis().SetRangeUser(0.75, 1.35)
g_notau.GetXaxis().SetRangeUser(0.75, 1.35)
g_stat.GetXaxis().SetRangeUser(0.75, 1.35)
# font
#set_trace()
g_full.GetXaxis().SetTitleFont(133)
g_notau.GetXaxis().SetTitleFont(133)
g_stat.GetXaxis().SetTitleFont(133)
g_full.GetXaxis().SetTitleSize(args.font_size)
g_notau.GetXaxis().SetTitleSize(args.font_size)
g_stat.GetXaxis().SetTitleSize(args.font_size)
g_full.GetYaxis().SetTitleFont(133)
g_notau.GetYaxis().SetTitleFont(133)
g_stat.GetYaxis().SetTitleFont(133)
g_full.GetYaxis().SetTitleSize(args.font_size)
g_notau.GetYaxis().SetTitleSize(args.font_size)
g_stat.GetYaxis().SetTitleSize(args.font_size)
print "set up data plots", g_full
# prepare expected files
if plot_expected:
fn_full, fn_notau, fn_stat = the_files_expected[chan]
exp_file_full = TFile(fn_full)
exp_file_notau = TFile(fn_notau)
exp_file_stat = TFile(fn_stat)
print fn_full, fn_notau, fn_stat
exp_ttree_full = exp_file_full.Get("limit")
n = exp_ttree_full.Draw(
draw_command, "2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
exp_g_full = TGraph(n, exp_ttree_full.GetV2(), exp_ttree_full.GetV1())
exp_ttree_notau = exp_file_notau.Get("limit")
n = exp_ttree_notau.Draw(
draw_command, "2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
exp_g_notau = TGraph(n, exp_ttree_notau.GetV2(),
exp_ttree_notau.GetV1())
exp_ttree_stat = exp_file_stat.Get("limit")
n = exp_ttree_stat.Draw(
draw_command, "2*deltaNLL>0 && 2*deltaNLL< %f" % args.nll_limit,
"L")
exp_g_stat = TGraph(n, exp_ttree_stat.GetV2(), exp_ttree_stat.GetV1())
exp_g_full.SetLineWidth(2)
exp_g_notau.SetLineWidth(2)
exp_g_stat.SetLineWidth(2)
exp_g_stat.SetLineStyle(7)
# removing the title
#g_full .SetTitle(";\\text{fitted } #hat{r};") # ROOT latex cannot put a hat on a letter
#exp_g_full .SetTitle(";\\text{fitted } r;-2\\Delta log L")
#exp_g_full .SetTitle(";\\text{fitted signal strength};-2\\Delta log L")
exp_g_full.SetTitle(";%s;-2 #Delta log (L)" % args.title_x)
exp_g_notau.SetTitle(";;")
exp_g_stat.SetTitle(";;")
#exp_g_full .GetXaxis().SetRange(0.75, 1.35)
#exp_g_notau.GetXaxis().SetRange(0.75, 1.35)
#exp_g_stat .GetXaxis().SetRange(0.75, 1.35)
exp_g_full.GetXaxis().SetRangeUser(0.75, 1.35)
exp_g_notau.GetXaxis().SetRangeUser(0.75, 1.35)
exp_g_stat.GetXaxis().SetRangeUser(0.75, 1.35)
# fonts
exp_g_full.GetXaxis().SetTitleFont(133)
exp_g_notau.GetXaxis().SetTitleFont(133)
exp_g_stat.GetXaxis().SetTitleFont(133)
exp_g_full.GetXaxis().SetTitleSize(args.font_size)
exp_g_notau.GetXaxis().SetTitleSize(args.font_size)
exp_g_stat.GetXaxis().SetTitleSize(args.font_size)
exp_g_full.GetYaxis().SetTitleFont(133)
exp_g_notau.GetYaxis().SetTitleFont(133)
exp_g_stat.GetYaxis().SetTitleFont(133)
exp_g_full.GetYaxis().SetTitleSize(args.font_size)
exp_g_notau.GetYaxis().SetTitleSize(args.font_size)
exp_g_stat.GetYaxis().SetTitleSize(args.font_size)
exp_g_full.GetXaxis().SetTitleOffset(args.offset_x)
exp_g_notau.GetXaxis().SetTitleOffset(args.offset_x)
exp_g_stat.GetXaxis().SetTitleOffset(args.offset_x)
exp_g_full.GetYaxis().SetTitleOffset(args.offset_y)
exp_g_notau.GetYaxis().SetTitleOffset(args.offset_y)
exp_g_stat.GetYaxis().SetTitleOffset(args.offset_y)
print "set up expectation plots", exp_g_full
## add X axis title
#g_full .SetXTitle("fitted \\mu")
#g_notau.SetXTitle("fitted \\mu")
#g_stat .SetXTitle("fitted \\mu")
leg = TLegend(0.6, 0.7, 0.89, 0.89)
leg.SetTextFont(133)
leg.SetTextSize(args.font_size)
# draw horizontal lines first
drawn = False
if args.horizontal_lines:
for y in [float(s) for s in args.horizontal_lines.split(',')]:
l = TLine(100, y, 1000, y)
l.SetLineColor(kGray)
if not drawn: # root is awesome, isn't it?
drawn = True
l.Draw()
else:
l.Draw('same')
print "drew line", y
if plot_expected and plot_data:
print "plotting both"
exp_g_full.SetLineStyle(7)
if not drawn:
exp_g_full.Draw("ap") # this cast makes the following work
exp_g_full.Draw("L")
else:
exp_g_full.Draw("same ap")
exp_g_full.Draw("same L")
if args.horizontal_lines:
for y in [float(s) for s in args.horizontal_lines.split(',')]:
l = TLine(0, y, 1000, y)
l.SetLineColor(kGray)
l.Draw('same L')
print "drew line", y
exp_g_full.Draw("same ap")
exp_g_full.Draw("same L")
#exp_g_full .Draw("ap") # this cast makes the following work
#exp_g_full .Draw("L")
#exp_g_notau.Draw("L same")
#exp_g_stat .Draw("L same")
leg.AddEntry(exp_g_full, "expected", "L")
#leg.AddEntry(exp_g_full, "exp. full unc.", "L")
#leg.AddEntry(exp_g_stat, "exp. stat unc.", "L")
g_full.Draw("L same")
#g_notau.Draw("L same")
#g_stat .Draw("L same")
leg.AddEntry(g_full, "observed", "L")
#leg.AddEntry(g_full, "fitted full unc.", "L")
#leg.AddEntry(g_stat, "fitted stat unc.", "L")
elif plot_data:
print "plotting data"
g_full.Draw("ap") # this cast makes the following work
g_full.Draw("L")
g_notau.Draw("L same")
g_stat.Draw("L same")
leg.AddEntry(g_full, "fitted full unc.", "L")
leg.AddEntry(g_notau, "#splitline{fitted unc.}{w.o. tau ID}", "L")
leg.AddEntry(g_stat, "fitted stat unc.", "L")
elif plot_expected:
print "plotting expected"
exp_g_full.SetLineColor(43)
exp_g_notau.SetLineColor(43)
exp_g_stat.SetLineColor(43)
exp_g_full.Draw("ap")
exp_g_full.Draw("L")
exp_g_notau.Draw("L same")
exp_g_stat.Draw("L same")
leg.AddEntry(exp_g_full, "exp. full unc.", "L")
leg.AddEntry(exp_g_notau, "#splitline{exp. unc.}{w.o. tau ID}", "L")
leg.AddEntry(exp_g_stat, "exp. stat unc.", "L")
#left_title = TPaveText(0.1, 0.9, 0.4, 0.94, "brNDC")
#left_title.AddText("CMS preliminary at 13 TeV")
#left_title.SetTextFont(1)
#left_title = TPaveText(0.15, 0.82, 0.3, 0.88, "brNDC")
#left_title.AddText("CMS")
#left_title.SetTextFont(1)
#left_title.SetFillColor(0)
if args.left_title_below:
left_title = TPaveText(0.12, 0.82, 0.72, 0.89, "brNDC")
else:
left_title = TPaveText(0.1, 0.92, 0.7, 0.99, "brNDC")
left_title.SetTextAlign(13)
left_title.SetMargin(0)
left_title.AddText(args.left_title)
left_title.SetFillColor(0)
left_title.Draw("same")
#right_title = TPaveText(0.75, 0.9, 0.9, 0.94, "brNDC")
#right_title.AddText("L = %s fb^{-1}" % (31.3 if chan == 'el' else 35.8))
#right_title.SetTextFont(132)
#right_title.SetFillColor(0)
#right_title = TPaveText(0.5, 0.9, 0.9, 0.95, "brNDC")
right_title = TPaveText(0.5, 0.92, 0.9, 0.99, "brNDC")
both = True
if report_lumi:
right_title.AddText("%s fb^{-1} (13 TeV)" % 35.8)
elif both:
right_title.AddText("%s fb^{-1} (13 TeV)" % '35.8')
else:
right_title.AddText("(13 TeV)")
right_title.SetMargin(0)
right_title.SetTextAlign(33)
right_title.SetTextFont(132)
right_title.SetFillColor(0)
right_title.Draw("same")
leg.SetBorderSize(0)
leg.Draw("same")
plotted = ''
plotted += '_exp' if plot_expected else ''
plotted += '_obs' if plot_data else ''
c1.SaveAs("uncertainty_scans_%s_%s%s.%s" %
(args.fit_release, chan, plotted, args.output_type))