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""" | ||
''' | ||
PyROOT placeholder example. we can do way better than this. | ||
""" | ||
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''' | ||
import ROOT | ||
import numpy as np | ||
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import dunestyle.root as dunestyle | ||
#import dunestyle.root as dunestyle | ||
import dunestyle as dunestyle | ||
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c = ROOT.TCanvas() | ||
h = ROOT.TH1D("example", ";x label;y label", 500, -5, 5) | ||
h.FillRandom("gaus") | ||
h.Draw() | ||
dunestyle.CenterTitles(h) | ||
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# 1D histogram example | ||
h1D = ROOT.TH1D('example1d', ';x label;y label', 50, -5, 5) | ||
h1D.FillRandom('gaus',1000) | ||
leg = ROOT.TLegend(0.6,0.65,0.8,0.8) | ||
leg.AddEntry('example1d','1D histogram','l') | ||
h1D.Draw() | ||
leg.Draw() | ||
dunestyle.CenterTitles(h1D) | ||
dunestyle.WIP() | ||
c.SaveAs("example.root.png") | ||
dunestyle.SimulationSide() | ||
c.Print('example.pyroot.pdf(') | ||
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# 1D data/mc comparison type plot | ||
c.Clear() | ||
h1D_ratio = h1D.Clone('h1D_ratio') | ||
p1 = ROOT.TPad('p1','p1',0.,0.35,1.,1.) | ||
p2 = ROOT.TPad('p2','p2',0.,0.,1.,0.35) | ||
p1.SetBottomMargin(0.04) | ||
p1.SetTopMargin(0.15) | ||
p2.SetBottomMargin(0.3) | ||
p2.SetTopMargin(0.04) | ||
c.cd(); p1.Draw(); p1.cd() | ||
h1D.GetXaxis().SetLabelSize(0.) | ||
h1D_ratio.GetXaxis().SetTitleOffset(1.25) | ||
h1D.GetXaxis().SetTickLength(1./0.65*h1D.GetXaxis().GetTickLength()) | ||
h1D.GetXaxis().SetLabelSize(1./0.65*h1D.GetXaxis().GetLabelSize()) | ||
h1D.GetYaxis().SetLabelSize(1./0.65*h1D.GetYaxis().GetLabelSize()) | ||
h1D.GetXaxis().SetTitleSize(1./0.65*h1D.GetXaxis().GetTitleSize()) | ||
h1D.GetYaxis().SetTitleSize(1./0.65*h1D.GetYaxis().GetTitleSize()) | ||
h1D.GetYaxis().SetTitleOffset(0.65*h1D.GetYaxis().GetTitleOffset()) | ||
h1D.GetXaxis().SetTitleOffset(0.65*h1D.GetXaxis().GetTitleOffset()) | ||
h1D_ratio.GetXaxis().SetTickLength(1./0.65*h1D_ratio.GetXaxis().GetTickLength()*6.5/3.5) | ||
h1D_ratio.GetXaxis().SetLabelSize(1./0.65*h1D_ratio.GetXaxis().GetLabelSize()*6.5/3.5) | ||
h1D_ratio.GetYaxis().SetLabelSize(1./0.65*h1D_ratio.GetYaxis().GetLabelSize()*6.5/3.5) | ||
h1D_ratio.GetXaxis().SetTitleSize(1./0.65*h1D_ratio.GetXaxis().GetTitleSize()*6.5/3.5) | ||
h1D_ratio.GetYaxis().SetTitleSize(1./0.65*h1D_ratio.GetYaxis().GetTitleSize()*6.5/3.5) | ||
h1D_ratio.GetYaxis().SetTitleOffset(0.65*h1D_ratio.GetYaxis().GetTitleOffset()*3.5/6.5) | ||
h1D_ratio.GetXaxis().SetTitleOffset(h1D_ratio.GetXaxis().GetTitleOffset()*3.5/6.5) | ||
h1D_ratio.GetYaxis().SetTitle('ratio to fit') | ||
leg.Clear() | ||
h1D.Fit('gaus') | ||
h1D.Draw('E') | ||
fit = h1D.GetFunction('gaus') | ||
leg.AddEntry(h1D,'data','lep') | ||
leg.AddEntry(fit,'fit','l') | ||
leg.Draw() | ||
h1D_ratio.Sumw2() | ||
h1D_ratio.Divide(fit) | ||
one = ROOT.TF1('one','1.',-5,5) | ||
dunestyle.CornerLabel('MC/Data Comparison Example') | ||
c.cd(); p2.Draw(); p2.cd() | ||
h1D_ratio.GetYaxis().SetRangeUser(0.,2.) | ||
h1D_ratio.Draw('E') | ||
one.Draw('same') | ||
c.Print('example.pyroot.pdf') | ||
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# 2D histogram example | ||
c.Clear() | ||
h2D = ROOT.TH2D('example2d', ';x label;y label', 100, -5, 5, 100, -5, 5) | ||
mean = (0,0) | ||
cov = [[0.5,-0.5],[-0.5,1]] | ||
throws = np.random.multivariate_normal(mean, cov, 10000000) | ||
for throw in throws: h2D.Fill(throw[0],throw[1]) | ||
h2D.Draw('colz') | ||
dunestyle.CenterTitles(h2D) | ||
dunestyle.Simulation() | ||
dunestyle.CornerLabel('2D Histogram Example') | ||
c.Print('example.pyroot.pdf') | ||
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# 2D contour example | ||
c.Clear() | ||
leg.Clear() | ||
level1 = 500. | ||
level2 = 5000. | ||
level3 = 25000. | ||
levels = np.array([level1,level2,level3]) | ||
h2D.SetContour(3,levels) | ||
palette = h2D.GetListOfFunctions().FindObject('palette') | ||
l1_h = ROOT.TH1I('l1_h','l1_h',1,0,1) | ||
l1_h.SetFillColor(palette.GetValueColor(h2D.GetContourLevel(0))) | ||
# doesn't work? | ||
#l1_h = ROOT.TH1I('l1_h','l1_h',1,0,1) | ||
#l1_h.SetFillColor(palette.GetValueColor(h2D.GetContourLevel(1))) | ||
l2_h = ROOT.TH1I('l2_h','l2_h',1,0,1) | ||
l2_h.SetFillColor(palette.GetValueColor((h2D.GetContourLevel(2)-h2D.GetContourLevel(0))/2.)) | ||
l3_h = ROOT.TH1I('l3_h','l3_h',1,0,1) | ||
l3_h.SetFillColor(palette.GetValueColor(h2D.GetContourLevel(2))) | ||
leg.AddEntry(l1_h,'level 1 contour','f') | ||
leg.AddEntry(l2_h,'level 2 contour','f') | ||
leg.AddEntry(l3_h,'level 3 contour','f') | ||
h2D.Draw('cont1') | ||
leg.Draw() | ||
dunestyle.CenterTitles(h2D) | ||
dunestyle.Simulation() | ||
dunestyle.SimulationSide() | ||
dunestyle.CornerLabel('2D Contour Example') | ||
c.Print('example.pyroot.pdf') | ||
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# stacked histogram | ||
c.Clear() | ||
leg.Clear() | ||
hstack = ROOT.THStack('examplestack', ';x label;y label') | ||
hs1 = ROOT.TH1D('hs1', ';x label;y label', 100, -5, 5) | ||
hs2 = ROOT.TH1D('hs2', ';x label;y label', 100, -5, 5) | ||
hs3 = ROOT.TH1D('hs3', ';x label;y label', 100, -5, 5) | ||
hs1.FillRandom('gaus',10000) | ||
hs2.FillRandom('gaus',5000) | ||
hs3.FillRandom('gaus',1000) | ||
hstack.Add(hs1) | ||
hstack.Add(hs2) | ||
hstack.Add(hs3) | ||
hstack.Draw('pfc') | ||
leg.SetHeader('Stacked Histograms') | ||
leg.AddEntry('hs1','one hist','f') | ||
leg.AddEntry('hs2','two hist','f') | ||
leg.AddEntry('hs3','three hist','f') | ||
leg.Draw() | ||
dunestyle.CornerLabel('Stacked Histograms Example') | ||
c.Print('example.pyroot.pdf)') | ||
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