Created
May 23, 2018 18:08
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checking double-b output
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import ROOT as rt | |
from DataFormats.FWLite import Events,Handle | |
import rootpy #hands down, a better version of PyROOT | |
import rootpy.plotting as plt | |
events = Events("step2.root") | |
handle = Handle("vector<pat::Jet>") | |
#print [i for i in dir(jets[0]) if 'disc' in i.lower()] | |
#print [i.first for i in jets[0].getPairDiscri()] | |
histograms = { | |
'DoubleB' : plt.Hist(100,0,1), | |
'DeepDoubleB' : plt.Hist(100,0,1), | |
} | |
for evt in events: | |
evt.getByLabel("slimmedJetsAK8", handle) | |
jets = handle.product() | |
for j in jets: | |
for i in j.getPairDiscri(): | |
#print [i.first for i in jets[0].getPairDiscri()] | |
if i.first=='pfBoostedDoubleSecondaryVertexAK8BJetTags': | |
print i.first, i.second | |
histograms['DoubleB'].fill((i.second+1)/2.) | |
elif i.first=='pfDeepDoubleBJetTags:probH': | |
print i.first, i.second | |
histograms['DeepDoubleB'].fill(i.second) | |
histograms['DoubleB'].linecolor = 'blue' | |
histograms['DeepDoubleB'].linecolor = 'red' | |
canvas = plt.Canvas(600, 600) | |
histograms['DoubleB'].Draw('hist') | |
histograms['DeepDoubleB'].Draw('histsame') | |
canvas.Draw() #You need this to display inline | |
canvas.Print('canvas.pdf') |
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