def __make_overlay(self, hists, fits, labels, ytitle, suffix=""):
with preserve_current_style():
# Draw each resolution (with fit)
xtitle = self.online_title
canvas = draw(hists,
draw_args={
"xtitle": xtitle,
"ytitle": ytitle
})
if fits:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(len(hists),
header="Pile-up bin",
topmargin=0.35,
entryheight=0.035)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
# Save canvas to file
name = self.filename_format.format(pileup="all")
self.save_canvas(canvas, name + suffix)
def __make_overlay(self, hists, fits, labels, thresholds, suffix=""):
with preserve_current_style():
# Draw each rate vs pileup (with fit)
xtitle = "< \\mu >"
ytitle = "Rate (kHz)"
canvas = draw(hists, draw_args={"xtitle": xtitle, "ytitle": ytitle, "xlimits": (20, 50), "ylimits": (0, 5)})
if fits:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(
len(hists),
header=self.legend_title,
topmargin=0.02,
leftmargin=0.22,
rightmargin=0.78,
textsize=0.025,
entryheight=0.028,
)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
# Save canvas to file
name = self.filename_format.format(threshold=thresholds[0])
self.save_canvas(canvas, name + suffix)
def __make_overlay(self, pileup, threshold, hists, fits, labels, header):
with preserve_current_style():
# Draw each efficiency (with fit)
canvas = draw(hists,
draw_args={
"xtitle": self.offline_title,
"ytitle": "Efficiency"
})
if len(fits) > 0:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(
len(hists),
header=self.legend_title,
topmargin=0.35,
rightmargin=0.3,
leftmargin=0.7,
textsize=0.035,
entryheight=0.035,
)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
# Save canvas to file
name = self.filename_format.format(pileup=pileup,
threshold=threshold)
self.save_canvas(canvas, name)
def __make_overlay(self, pileup, threshold, hists, fits, labels, header):
with preserve_current_style():
name = self.filename_format.format(pileup=pileup,
threshold=threshold)
xmin = hists[0].GetTotalHistogram().GetBinLowEdge(1)
xmax = hists[0].GetTotalHistogram().GetBinLowEdge(
hists[0].GetTotalHistogram().GetNbinsX() + 1)
# Draw each efficiency (with fit)
draw_args = {
"xtitle": self.offline_title,
"ytitle": "Efficiency",
"xlimits": [xmin, xmax]
}
canvas = draw(hists, draw_args=draw_args)
if len(fits) > 0:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(
len(hists),
header=self.legend_title,
topmargin=0.35,
rightmargin=0.3,
leftmargin=0.7,
textsize=0.025,
entryheight=0.028,
)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
for val in [0.25, 0.5, 0.75, 0.95, 1.]:
line = ROOT.TLine(xmin, val, xmax, val)
line.SetLineStyle("dashed")
line.SetLineColor(15)
line.Draw()
for thresh in self.thresholds.bins:
line = ROOT.TLine(thresh, 0., thresh, 1.)
line.SetLineStyle("dashed")
line.SetLineColor(15)
line.Draw()
# Save canvas to file
self.save_canvas(canvas, name)
def __make_overlay(self,
hists,
fits,
labels,
ytitle,
suffix="",
setlogy=False):
with preserve_current_style():
# Draw each resolution (with fit)
xtitle = ""
if 'Jet' in self.online_title:
xtitle = "Jet #it{p}_{T} (GeV)"
if 'HT' in self.online_title:
xtitle = "#it{H}_{T} (GeV)"
if 'MET' in self.online_title:
xtitle = "#it{E}_{T}^{miss} (GeV)"
canvas = draw(hists,
draw_args={
"xtitle": xtitle,
"ytitle": ytitle,
"logy": setlogy,
"ylimits": (0.1, 50000)
})
if fits:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(len(hists),
header=self.legend_title,
topmargin=0.35,
rightmargin=0.2,
leftmargin=0.8,
entryheight=0.028,
textsize=0.03)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
# Save canvas to file
name = self.filename_format.format(pileup="all")
self.save_canvas(canvas, name + suffix)
def __do_draw(self, pileup, hist):
with preserve_current_style():
# Draw each efficiency (with fit)
canvas = draw2D(hist,
draw_args={
"xtitle": self.offline_title,
"ytitle": self.online_title
})
canvas.SetLogz(True)
# Add labels
label_canvas()
# Save canvas to file
name = self.filename_format.format(pileup=pileup)
self.save_canvas(canvas, name)
def __make_overlay(self, hists, fits, labels, ytitle, suffix=""):
with preserve_current_style():
# Draw each resolution (with fit)
# TODO: this feels like it does not belong here
for hist in hists:
hist.GetYaxis().SetRangeUser(0, 0.1)
hist.GetYaxis().SetTitleOffset(1.4)
xtitle = self.resolution_method.label.format(
on=self.online_title, off=self.offline_title)
canvas = draw(hists,
draw_args={
"xtitle": xtitle,
"ytitle": ytitle
})
if fits:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(
len(hists),
header=self.legend_title,
topmargin=0.35,
rightmargin=0.3,
leftmargin=0.7,
textsize=0.03,
entryheight=0.03,
)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
ymax = 1.2 * max([hist.GetMaximum() for hist in hists])
line = ROOT.TLine(0., 0., 0., ymax)
line.SetLineColor(15)
# Save canvas to file
name = self.filename_format.format(pileup="all")
self.save_canvas(canvas, name + suffix)
def __do_draw(self, pileup, hist, suffix=""):
with preserve_current_style():
# Draw each efficiency (with fit)
if suffix == "":
ytitle = "Online Jet Energy / Offline Jet Energy"
elif suffix == "_profile":
ytitle = "RMS/Mean (Online Jet Energy/Offline Jet Energy)"
else:
ytitle = self.resolution_method.label.format(
on=self.online_title,
off=self.offline_title,
)
canvas = draw2D(
hist,
draw_args={"xtitle": self.versus_title, "ytitle": ytitle},
)
# Add labels
label_canvas()
# Save canvas to file
name = self.filename_format.format(pileup=pileup)
self.save_canvas(canvas, name + suffix)
def __make_overlay(self, pileup, threshold, hists, fits, labels, header):
with preserve_current_style():
name = self.filename_format.format(pileup=pileup,
threshold=threshold)
# Draw each efficiency (with fit)
draw_args = {"xtitle": self.offline_title, "ytitle": "Efficiency"}
# TODO: special case should not be implemented here!
if 'Jet' in name and 'HiRange' in name:
draw_args['xlimits'] = [20, 2000]
canvas = draw(hists, draw_args=draw_args)
if len(fits) > 0:
for fit, hist in zip(fits, hists):
fit["asymmetric"].linecolor = hist.GetLineColor()
fit["asymmetric"].Draw("same")
# Add labels
label_canvas()
# Add a legend
legend = Legend(
len(hists),
header=self.legend_title,
topmargin=0.35,
rightmargin=0.3,
leftmargin=0.7,
textsize=0.025,
entryheight=0.028,
)
for hist, label in zip(hists, labels):
legend.AddEntry(hist, label)
legend.SetBorderSize(0)
legend.Draw()
xmin = 0
xmax = self.x_max
# TODO: also specialisation, needs removal
if ("HT" in name):
xmax = 800
xmin = 30
if ("MET" in name):
xmin = 0
xmax = 400
if ("Jet" in name):
xmin = 20
xmax = 400
if ("HiRange" in name):
xmax = 2000
for val in [0.25, 0.5, 0.75, 0.95, 1.]:
line = ROOT.TLine(xmin, val, xmax, val)
line.SetLineStyle("dashed")
line.SetLineColor(15)
line.Draw()
for val in range(100, xmax, 100):
line = ROOT.TLine(val, 0., val, 1.)
line.SetLineStyle("dashed")
line.SetLineColor(15)
line.Draw()
# Save canvas to file
self.save_canvas(canvas, name)
