| 1 |
dhidas |
1.1 |
from ROOT import *
|
| 2 |
|
|
from math import fsum
|
| 3 |
|
|
|
| 4 |
|
|
|
| 5 |
|
|
def getHistsFromFiles( histnames, files ):
|
| 6 |
|
|
TFileOpen = TFile.Open
|
| 7 |
|
|
allHists = {}
|
| 8 |
|
|
gcd = gROOT.cd
|
| 9 |
|
|
for sample, file in files.iteritems():
|
| 10 |
|
|
file = TFileOpen( file )
|
| 11 |
|
|
allHists[sample] = {}
|
| 12 |
|
|
fg = file.Get
|
| 13 |
|
|
gcd()
|
| 14 |
|
|
for hist in histnames:
|
| 15 |
|
|
allHists[sample][hist] = fg( hist ).Clone()
|
| 16 |
|
|
return allHists
|
| 17 |
|
|
|
| 18 |
|
|
def addSampleSum( hists = {} ):
|
| 19 |
|
|
qcdList = {}
|
| 20 |
|
|
mc_all_list = {}
|
| 21 |
|
|
singleTopList = {}
|
| 22 |
|
|
|
| 23 |
|
|
qcdSamples = ['bce1', 'bce2', 'bce3', 'enri1', 'enri2', 'enri3', 'pj1', 'pj2', 'pj3']
|
| 24 |
|
|
# allMCSamples = ['ttbar', 'wjets', 'zjets', 'tW', 'tchan', 'bce1', 'bce2', 'bce3', 'enri1',
|
| 25 |
|
|
# 'enri2', 'enri3', 'pj1', 'pj2', 'pj3']
|
| 26 |
|
|
singleTopSamples = ['tW', 'tchan']
|
| 27 |
|
|
|
| 28 |
|
|
|
| 29 |
|
|
for sample, histlist in hists.iteritems():
|
| 30 |
|
|
for histname, hist in histlist.iteritems():
|
| 31 |
|
|
if sample in qcdSamples:
|
| 32 |
|
|
if not qcdList.has_key( histname ):
|
| 33 |
|
|
qcdList[histname] = hist.Clone( 'qcd' )
|
| 34 |
|
|
else:
|
| 35 |
|
|
qcdList[histname].Add( hist )
|
| 36 |
|
|
|
| 37 |
|
|
# if sample in allMCSamples:
|
| 38 |
|
|
# if not mc_all_list.has_key( histname ):
|
| 39 |
|
|
# mc_all_list[histname] = hist.Clone( 'all_mc' )
|
| 40 |
|
|
# else:
|
| 41 |
|
|
# mc_all_list[histname].Add( hist )
|
| 42 |
|
|
|
| 43 |
|
|
if sample in singleTopSamples:
|
| 44 |
|
|
if not singleTopList.has_key( histname ):
|
| 45 |
|
|
singleTopList[histname] = hist.Clone( 'singleTop' )
|
| 46 |
|
|
else:
|
| 47 |
|
|
singleTopList[histname].Add( hist )
|
| 48 |
|
|
|
| 49 |
|
|
hists['qcd'] = qcdList
|
| 50 |
|
|
# hists['allMC'] = mc_all_list
|
| 51 |
|
|
hists['singleTop'] = singleTopList
|
| 52 |
|
|
|
| 53 |
|
|
return hists
|
| 54 |
|
|
|
| 55 |
|
|
def makeDetailedMCStack( hists ):
|
| 56 |
|
|
|
| 57 |
|
|
allMCSamples = ['bce1', 'bce2', 'bce3', 'enri1',
|
| 58 |
|
|
'enri2', 'enri3', 'pj1', 'pj2', 'pj3', 'zjets', 'wjets', 'tW', 'tchan', 'ttbar' ]
|
| 59 |
|
|
|
| 60 |
|
|
hists['allMCDetailed'] = makeStack( hists, allMCSamples )
|
| 61 |
|
|
return hists
|
| 62 |
|
|
# mcStack = {}
|
| 63 |
|
|
#
|
| 64 |
|
|
# for sample in allMCSamples:
|
| 65 |
|
|
# if hists.has_key(sample):
|
| 66 |
|
|
# histlist = hists[sample]
|
| 67 |
|
|
# for histname, hist in histlist.iteritems():
|
| 68 |
|
|
# if sample in allMCSamples:
|
| 69 |
|
|
# if not mcStack.has_key( histname ):
|
| 70 |
|
|
# mcStack[histname] = THStack("MC", "MC")
|
| 71 |
|
|
# mcStack[histname].Add( hist )
|
| 72 |
|
|
# hists['allMCDetailed'] = mcStack
|
| 73 |
|
|
# return hists
|
| 74 |
|
|
|
| 75 |
|
|
def makeMCStack( hists ):
|
| 76 |
|
|
|
| 77 |
|
|
allMCSamples = ['qcd', 'zjets', 'wjets', 'singleTop', 'ttbar']
|
| 78 |
|
|
hists['allMC'] = makeStack( hists, allMCSamples )
|
| 79 |
|
|
return hists
|
| 80 |
|
|
|
| 81 |
|
|
def makeStack( hists, samples ):
|
| 82 |
|
|
mcStack = {}
|
| 83 |
|
|
|
| 84 |
|
|
for sample in samples:
|
| 85 |
|
|
if hists.has_key( sample ):
|
| 86 |
|
|
histlist = hists[sample]
|
| 87 |
|
|
for histname, hist in histlist.iteritems():
|
| 88 |
|
|
if not mcStack.has_key( histname ):
|
| 89 |
|
|
mcStack[histname] = THStack( "MC", "MC" )
|
| 90 |
|
|
mcStack[histname].Add( hist )
|
| 91 |
|
|
|
| 92 |
|
|
return mcStack
|
| 93 |
|
|
|
| 94 |
|
|
def addJetSum( hists ):
|
| 95 |
|
|
allhists = ['QCDest_CombRelIso_0jet', 'QCDest_CombRelIso_1jet', 'QCDest_CombRelIso_2jets',
|
| 96 |
|
|
'QCDest_CombRelIso_3jets', 'QCDest_CombRelIso_4orMoreJets']
|
| 97 |
|
|
oneOrMore = ['QCDest_CombRelIso_1jet', 'QCDest_CombRelIso_2jets',
|
| 98 |
|
|
'QCDest_CombRelIso_3jets', 'QCDest_CombRelIso_4orMoreJets']
|
| 99 |
|
|
twoOrMore = ['QCDest_CombRelIso_2jets',
|
| 100 |
|
|
'QCDest_CombRelIso_3jets', 'QCDest_CombRelIso_4orMoreJets']
|
| 101 |
|
|
threeOrMore = ['QCDest_CombRelIso_3jets', 'QCDest_CombRelIso_4orMoreJets']
|
| 102 |
|
|
|
| 103 |
|
|
addUp = addUpHistograms
|
| 104 |
|
|
for sample, histlist in hists.iteritems():
|
| 105 |
|
|
if( len( hists[sample].keys() ) == 0 ):
|
| 106 |
|
|
continue
|
| 107 |
|
|
hists[sample]['QCDest_CombRelIso_0orMoreJets'] = addUp( hists[sample], allhists )
|
| 108 |
|
|
hists[sample]['QCDest_CombRelIso_1orMoreJets'] = addUp( hists[sample], oneOrMore )
|
| 109 |
|
|
hists[sample]['QCDest_CombRelIso_2orMoreJets'] = addUp( hists[sample], twoOrMore )
|
| 110 |
|
|
hists[sample]['QCDest_CombRelIso_3orMoreJets'] = addUp( hists[sample], threeOrMore )
|
| 111 |
|
|
return hists
|
| 112 |
|
|
|
| 113 |
|
|
def addUpHistograms( dictOfHists, histsToAdd ):
|
| 114 |
|
|
hist = dictOfHists[histsToAdd[0]].Clone()
|
| 115 |
|
|
hadd = hist.Add
|
| 116 |
|
|
[hadd( h ) for name, h in dictOfHists.iteritems() if name in histsToAdd[1:]]
|
| 117 |
|
|
return hist
|
| 118 |
|
|
|
| 119 |
|
|
|
| 120 |
|
|
|
| 121 |
|
|
if __name__ == "__main__":
|
| 122 |
|
|
histnames = ['QCDest_CombRelIso_0jet', 'QCDest_CombRelIso_1jet', 'QCDest_CombRelIso_2jets',
|
| 123 |
|
|
'QCDest_CombRelIso_3jets', 'QCDest_CombRelIso_4orMoreJets']
|
| 124 |
|
|
files = {'data':"/storage/workspace/BristolAnalysisTools/outputfiles/new/data_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 125 |
|
|
'ttbar' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/ttjet_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 126 |
|
|
'wjets' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/wj_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 127 |
|
|
'zjets' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/zj_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 128 |
|
|
# 'bce1' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/bce1_35pb.root",
|
| 129 |
|
|
'bce2' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/bce2_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 130 |
|
|
'bce3' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/bce3_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 131 |
|
|
'enri1' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/enri1_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 132 |
|
|
'enri2' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/enri2_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 133 |
|
|
'enri3' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/enri3_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 134 |
|
|
'pj1' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/pj1_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 135 |
|
|
'pj2' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/pj2_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 136 |
|
|
'pj3' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/pj3_35pb_PFElectron_PF2PATJets_PFMET.root"}
|
| 137 |
|
|
# 'tW' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/tW_35pb_PFElectron_PF2PATJets_PFMET.root",
|
| 138 |
|
|
# 'tchan' : "/storage/workspace/BristolAnalysisTools/outputfiles/new/tchan_35pb_PFElectron_PF2PATJets_PFMET.root"}
|
| 139 |
|
|
# HistGetter.samplefiles = files
|
| 140 |
|
|
# HG = HistGetter()
|
| 141 |
|
|
# HG.setStyle()
|
| 142 |
|
|
hists = getHistsFromFiles( histnames, files )
|
| 143 |
|
|
hists = addSampleSum( hists )
|
| 144 |
|
|
hists = addJetSum( hists )
|
| 145 |
|
|
qcdSamples = ['bce1', 'bce2', 'bce3', 'enri1', 'enri2', 'enri3', 'pj1', 'pj2', 'pj3']
|
| 146 |
|
|
allMCSamples = ['ttbar', 'wjets', 'zjets', 'tW', 'tchan', 'bce1', 'bce2', 'bce3', 'enri1',
|
| 147 |
|
|
'enri2', 'enri3', 'pj1', 'pj2', 'pj3']
|
| 148 |
|
|
singleTopSamples = ['tW', 'tchan']
|
| 149 |
|
|
|
| 150 |
|
|
nqcd = 0
|
| 151 |
|
|
nstop = 0
|
| 152 |
|
|
nmc = 0
|
| 153 |
|
|
nqcd = fsum( [hists[sample]['QCDest_CombRelIso_0jet'].Integral() for sample in qcdSamples if hists.has_key( sample )] )
|
| 154 |
|
|
# nstop = sum([hists[sample][0].Integral() for sample in singleTopSamples if hists.has_key(sample)])
|
| 155 |
|
|
nmc = fsum( [hists[sample]['QCDest_CombRelIso_0jet'].Integral() for sample in allMCSamples if hists.has_key( sample )] )
|
| 156 |
|
|
print hists['qcd']['QCDest_CombRelIso_0jet'].Integral(), nqcd
|
| 157 |
|
|
# print hists['singleTop'][0].Integral(), nstop
|
| 158 |
|
|
print hists['allMC']['QCDest_CombRelIso_0jet'].Integral(), nmc
|
| 159 |
|
|
print
|
| 160 |
|
|
print hists['allMC']['QCDest_CombRelIso_0orMoreJets'].Integral(), hists['allMC']['QCDest_CombRelIso_0jet'].Integral()
|
| 161 |
|
|
print hists['allMC']['QCDest_CombRelIso_1orMoreJets'].Integral(), hists['allMC']['QCDest_CombRelIso_1jet'].Integral()
|
| 162 |
|
|
print hists['allMC']['QCDest_CombRelIso_2orMoreJets'].Integral(), hists['allMC']['QCDest_CombRelIso_2jets'].Integral()
|
| 163 |
|
|
print hists['allMC']['QCDest_CombRelIso_3orMoreJets'].Integral(), hists['allMC']['QCDest_CombRelIso_3jets'].Integral()
|
| 164 |
|
|
print hists['allMC']['QCDest_CombRelIso_4orMoreJets'].Integral()
|
| 165 |
|
|
print hists['allMC'].keys()
|
| 166 |
|
|
c = []
|
| 167 |
|
|
for histname, hist in hists['allMC'].iteritems():
|
| 168 |
|
|
c.append( TCanvas( "cname" + histname, histname, 800, 600 ) )
|
| 169 |
|
|
c[-1].cd()
|
| 170 |
|
|
hist.Draw()
|
| 171 |
|
|
|
| 172 |
|
|
a = raw_input()
|
