leg.SetTextSize(0.03)
lineColors = [ kBlue, kMagenta, kRed ]
bins = [150, 250, 350, 500]
for chiso in ChIsoSbSels:
purityFile.write(chiso[0]+" ")
hist = TH1F(chiso[0],chiso[0],(len(bins)-1),array('d',bins))
hist.GetXaxis().SetTitle("#gamma p_{T} (GeV)")
hist.GetYaxis().SetTitle("Purity")
hist.SetMaximum(1.05)
hist.SetMinimum(0.5)
hist.SetLineColor(lineColors[ChIsoSbSels.index(chiso)])
hist.SetLineWidth(2)
hist.SetStats(False)
leg.AddEntry(hist,chiso[0],'L')
for ptCut in PhotonPtSels[0][1:]:
lowEdge = int(ptCut[0].split("t")[2])
binNumber = 0
for bin in bins:
if bin == lowEdge:
binNumber = bins.index(bin) + 1
purity = float(purities[loc][pid][chiso[0]][MetSels[0][0]][ptCut[0]][source][0])
uncertainty = float(purities[loc][pid][chiso[0]][MetSels[0][0]][ptCut[0]][source][1])
# print binNumber, purity, uncertainty
chIsoRange = chiso[0].strip("ChIso").split("to")
chIsoLabel = " CH Iso $[%.1f, %.1f]$ " % (float(chIsoRange[0])/10.0, float(chIsoRange[1])/10.0)
purityFile.write(chIsoLabel)
hists = []
himp = TH1F(chiso[0]+"imp",chiso[0]+"imp;#gamma p_{T} (GeV)",(len(bins)-1),array('d',bins))
himp.GetYaxis().SetTitle("Impurity (%)")
hists.append(himp)
herr = TH1F(chiso[0]+"err",chiso[0]+"err;#gamma p_{T} (GeV)",(len(bins)-1),array('d',bins))
herr.GetYaxis().SetTitle("Relative Error on Impurity (%)")
hists.append(herr)
canvas.legend.add(chiso[0], title = chIsoLabel.replace("$",""),
lcolor = lineColors[ChIsoSbSels.index(chiso)], lwidth = 3)
canvas.legend.apply(chiso[0], hists[0])
canvas.legend.apply(chiso[0], hists[1])
for ptCut in PhotonPtSels[1:]:
lowEdge = int(ptCut[0].split("t")[2])
binNumber = 0
for bin in bins:
if bin == lowEdge:
binNumber = bins.index(bin) + 1
impurity = float(purities[source][loc][pid][ptCut[0]][metCut[0]][chiso[0]][0])
uncertainty = float(purities[source][loc][pid][ptCut[0]][metCut[0]][chiso[0]][-1])
# print binNumber, purity, uncertainty
purityFile.write(r"& %.2f $\pm$ %.2f " % (impurity, uncertainty) )
hists[0].SetBinContent(binNumber, impurity)