def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle):
templPrefix = inputDir+prefix
MCtemplates = {}
MCtemplates['TTGamma'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
(templPrefix+'ttgamma.root', gSF*newTTgamma_xs/newTTgamma_num)
], varList, ROOT.kRed +1, fillStyle)
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets', [
(templPrefix+'ttjets.root', gSF*TTJets_xs/TTJets_num),
], varList ,ROOT.kRed -7, fillStyle)
SF_ttjets = gSF*TTJets_xs/TTJets_num
print SF_ttjets
MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, 'Single Top', [
(templPrefix+'st_t.root', gSF*SingTopT_xs/SingTopT_num),
(templPrefix+'st_t_anti.root', gSF*SingTopTbar_xs/SingTopTbar_num),
(templPrefix+'st_tW.root', gSF*SingToptW_xs/SingToptW_num),
(templPrefix+'st_tW_anti.root', gSF*SingTopbartW_xs/SingTopbartW_num),
(templPrefix+'st_s.root', gSF*SingTopS_xs/SingTopS_num),
], varList, ROOT.kMagenta, fillStyle)
MCtemplates['WJets'] = distribution('WJets'+titleSuffix, 'W+jets', [
(templPrefix+'Wjets.root', gSF*WJets_xs/WJets_num),
], varList, ROOT.kGreen -3, fillStyle)
MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, 'Z+jets', [
(templPrefix+'DYJets.root', gSF*ZJets_xs/ZJets_num)], varList, ROOT.kAzure-2, fillStyle)
return MCtemplates
def saveTTgammaAccTemplates(inputDir, outFileName):
varList = ['MCcategory','MCcategoryfid']#,'genPhoRegionWeight_1l_2l']
AccTemplates = {}
print inputDir
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '', [
(inputDir+'hist_1pho_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_photonSel'] = distribution('TTGamma_photonSel', '', [
(inputDir+'hist_1pho_barrel_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_photonSelSignal'] = distribution('TTGamma_photonSelSignal', '', [
(inputDir+'hist_1pho_rs_barrel_top_TTGamma.root', 1.0),
], varList, 97)
# AccTemplates['TTJets1l'] = distribution('TTJets1l_presel', '', [
# (inputDir+'hist_1pho_top_TTJets1l.root', 1.0),
# ], varList ,11)
# AccTemplates['TTJets2l'] = distribution('TTJets2l_presel', '', [
# (inputDir+'hist_1pho_top_TTJets2l.root', 1.0),
# ], varList ,11)
# AccTemplates['TTJetsHad'] = distribution('TTJetsHad_presel', '', [
# (inputDir+'hist_1pho_top_TTJetsHad.root', 1.0),
# ], varList ,11)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def loadQCDTemplate(varlist, inputDir, prefix):
templPrefix = inputDir+prefix
QCD_sf = QCDSF
QCDTempl = distribution('QCD', 'QCD', [
(templPrefix+'Data_a.root', QCD_sf),
(templPrefix+'Data_b.root', QCD_sf),
(templPrefix+'Data_c.root', QCD_sf),
(templPrefix+'Data_d.root', QCD_sf),
(templPrefix+'TTJets1l.root', -1 * QCD_sf * TopSF * gSF * TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', -1 * QCD_sf * TopSF * gSF * TTJets2l_xs/TTJets2l_num),
(templPrefix+'TTJetsHad.root', -1 * QCD_sf * TopSF * gSF * TTJetsHad_xs/TTJetsHad_num),
(templPrefix+'TTGamma.root', -1 * QCD_sf * TTGSF * gSF * newTTgamma_xs/newTTgamma_num),
(templPrefix+'SingleT_t.root', -1 * QCD_sf * otherMCSF * gSF * SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', -1 * QCD_sf * otherMCSF * gSF * SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', -1 * QCD_sf * otherMCSF * gSF * SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', -1 * QCD_sf * otherMCSF * gSF * SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', -1 * QCD_sf * otherMCSF * gSF * SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', -1 * QCD_sf * otherMCSF * gSF * SingTopbartW_xs/SingTopbartW_num),
(templPrefix+'W2Jets.root', -1 * QCD_sf * WJetsSF * gSF * W2Jets_xs/W2Jets_num),
(templPrefix+'W3Jets.root', -1 * QCD_sf * WJetsSF * gSF * W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', -1 * QCD_sf * WJetsSF * gSF * W4Jets_xs/W4Jets_num),
(templPrefix+'ZJets.root', -1 * QCD_sf * ZJetsSF * otherMCSF * gSF * ZJets_xs/ZJets_num),
(templPrefix+'Zgamma.root', -1 * QCD_sf * otherMCSF * gSF * Zgamma_xs/Zgamma_num),
(templPrefix+'Wgamma.root', -1 * QCD_sf * otherMCSF * gSF * Wgamma_xs/Wgamma_num),
], varlist, ROOT.kYellow)
return QCDTempl
def loadQCDTemplate(varlist, inputDir, prefix):
templPrefix = inputDir + prefix
QCD_sf = QCDSF
QCDTempl = distribution(
'QCD',
'QCD',
[
# (templPrefix+'data_c.root', QCD_sf),
(templPrefix + 'data_d.root', QCD_sf),
# (templPrefix+'data_d_PR.root', QCD_sf),
(templPrefix + 'ttjets.root',
-1 * QCD_sf * TopSF * gSF * TTJets_xs / TTJets_num),
######## Added in all other channels of MC, previously just ttjets 1l and 2l removed to get QCD template ########
(templPrefix + 'ttjets.root', -1 * gSF * TTJets_xs / TTJets_num),
(templPrefix + 'ttgamma.root',
-1 * gSF * newTTgamma_xs / newTTgamma_num),
(templPrefix + 'st_t.root', -1 * gSF * SingTopT_xs / SingTopT_num),
(templPrefix + 'st_t_anti.root',
-1 * gSF * SingTopTbar_xs / SingTopTbar_num),
(templPrefix + 'st_s.root', -1 * gSF * SingTopS_xs / SingTopS_num),
(templPrefix + 'st_tW.root',
-1 * gSF * SingToptW_xs / SingToptW_num),
(templPrefix + 'st_tW_anti.root',
-1 * gSF * SingTopbartW_xs / SingTopbartW_num),
(templPrefix + 'Wjets.root', -1 * gSF * WJets_xs / WJets_num),
(templPrefix + 'DYJets.root', -1 * gSF * ZJets_xs / ZJets_num),
],
varlist,
ROOT.kYellow)
return QCDTempl
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle):
templPrefix = inputDir+prefix
MCtemplates = {}
#MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
# (templPrefix+'WHIZARD.root', TopSF*gSF*TTgamma_xs/WHIZARD_num)
# ], varList, 98, fillStyle)
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
(templPrefix+'TTGamma.root', TopSF*gSF*newTTgamma_xs/newTTgamma_num)
], varList, ROOT.kRed +1, fillStyle)
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets', [
(templPrefix+'TTJets1l.root', TopSF*gSF*TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', TopSF*gSF*TTJets2l_xs/TTJets2l_num),
(templPrefix+'TTJetsHad.root', TopSF*gSF*TTJetsHad_xs/TTJetsHad_num),
], varList ,ROOT.kRed -7, fillStyle)
###################################
#return MCtemplates
###################################
nonWJetsSF = 1.0
MCtemplates['Vgamma'] = distribution('Vgamma'+titleSuffix, 'V+#gamma', [
(templPrefix+'Zgamma.root', otherMCSF*gSF*Zgamma_xs/Zgamma_num),
(templPrefix+'Wgamma.root', otherMCSF*WgammaSF*gSF*Wgamma_xs/Wgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
], varList, ROOT.kGray, fillStyle)
MCtemplates['Zgamma'] = distribution('Zgamma'+titleSuffix, 'Z+#gamma', [
(templPrefix+'Zgamma.root', otherMCSF*gSF*Zgamma_xs/Zgamma_num),
], varList, ROOT.kAzure+3, fillStyle)
MCtemplates['Wgamma'] = distribution('Wgamma'+titleSuffix, 'W+#gamma', [
(templPrefix+'Wgamma.root', otherMCSF*WgammaSF*gSF*Wgamma_xs/Wgamma_num),
], varList, ROOT.kGray, fillStyle)
MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, 'Single Top', [
(templPrefix+'SingleT_t.root', otherMCSF*gSF*SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', otherMCSF*gSF*SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', otherMCSF*gSF*SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', otherMCSF*gSF*SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', otherMCSF*gSF*SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', otherMCSF*gSF*SingTopbartW_xs/SingTopbartW_num),
], varList, ROOT.kMagenta, fillStyle)
MCtemplates['WJets'] = distribution('WJets'+titleSuffix, 'W+jets', [
#(templPrefix+'WJets.root', WJetsSF*gSF*WJets_xs/WJets_num),
# (templPrefix+'W2Jets.root', WJetsSF*gSF*W2Jets_xs/W2Jets_num),
(templPrefix+'W3Jets.root', WJetsSF*gSF*W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', WJetsSF*gSF*W4Jets_xs/W4Jets_num),
], varList, ROOT.kGreen -3, fillStyle)
######## Added back in the ZJetsSF scaling ########
MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, 'Z+jets', [
(templPrefix+'ZJets.root',ZJetsSF*otherMCSF*gSF*ZJets_xs/ZJets_num)], varList, ROOT.kAzure-2, fillStyle)
return MCtemplates
def loadDataTemplate(varlist, inputDir, prefix):
templPrefix = inputDir+prefix
DataTempl = distribution('data', 'data', [
(templPrefix+'data_c.root', 1),
(templPrefix+'data_d.root', 1),
(templPrefix+'data_d_PR.root',1),
], varlist)
return DataTempl
def loadDataTemplate(varlist, inputDir, prefix):
templPrefix = inputDir + prefix
DataTempl = distribution('data', 'data', [
(templPrefix + 'data_c.root', 1),
(templPrefix + 'data_d.root', 1),
(templPrefix + 'data_d_PR.root', 1),
], varlist)
return DataTempl
def saveTTgammaAccTemplates2(inputDir, outFileName):
varList = ['MCcategory','MCcategoryfid','genPhoRegionWeight_1l_2l']
print inputDir
AccTemplates = {}
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '', [
(inputDir+'hist_1pho_top_TTGamma.root', 1.0),
], varList, 97)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def loadQCDTemplate(varlist, inputDir, prefix):
templPrefix = inputDir+prefix
QCD_sf = QCDSF
QCDTempl = distribution('QCD', [
(templPrefix+'Data_a.root', QCD_sf),
(templPrefix+'Data_b.root', QCD_sf),
(templPrefix+'Data_c.root', QCD_sf),
(templPrefix+'Data_d.root', QCD_sf),
(templPrefix+'TTJets1l.root', -1 * QCD_sf * gSF * TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', -1 * QCD_sf * gSF * TTJets2l_xs/TTJets2l_num),
], varlist, 46)
return QCDTempl
def saveAccTemplates(inputDir, outFileName,ttjetsSyst=''):
varList = ['MCcategory']
if not (ttjetsSyst=='' or ttjetsSyst=='special'):
ttbarTemplPrefix = inputDir.replace('hist_bins','hist_bins_Modeling')
print ttbarTemplPrefix
AccTemplates = {}
AccTemplates['TTGamma'] = distribution('TTGamma_signal', 'TTGamma', [
(inputDir+'hist_1pho_rs_barrel_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', 'TTGamma', [
(inputDir+'hist_1pho_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTJets1l'] = distribution('TTJets1l_presel', '', [
(inputDir+'hist_1pho_top_TTJets1l.root', 1.0),
], varList ,11)
AccTemplates['TTJets2l'] = distribution('TTJets2l_presel', '', [
(inputDir+'hist_1pho_top_TTJets2l.root', 1.0),
], varList ,11)
AccTemplates['TTJetsHad'] = distribution('TTJetsHad_presel', '', [
(inputDir+'hist_1pho_top_TTJetsHad.root', 1.0),
], varList ,11)
if not ttjetsSyst=='':
print ttbarTemplPrefix+'hist_1pho_top_TTJets'+ttjetsSyst+'.root'
AccTemplates['TTJets'] = distribution('TTJets_presel', 't#bar{t}+jets', [
(ttbarTemplPrefix+'hist_1pho_top_TTJets'+ttjetsSyst+'.root', 1.0),
], varList ,11)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def saveAccTemplates(inputDir, outFileName):
varList = ['MCcategory']
AccTemplates = {}
AccTemplates['TTGamma'] = distribution('TTGamma_signal', '',[
(inputDir+'hist_1pho_rs_barrel_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '',[
(inputDir+'hist_1pho_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTJets1l'] = distribution('TTJets1l_presel', '',[
(inputDir+'hist_1pho_top_TTJets1l.root', 1.0),
], varList ,11)
AccTemplates['TTJets2l'] = distribution('TTJets2l_presel', '',[
(inputDir+'hist_1pho_top_TTJets2l.root', 1.0),
], varList ,11)
AccTemplates['TTJetsHad'] = distribution('TTJetsHad_presel', '',[
(inputDir+'hist_1pho_top_TTJetsHad.root', 1.0),
], varList ,11)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def saveAccTemplates(inputDir, outFileName):
varList = ['MCcategory']
AccTemplates = {}
AccTemplates['TTGamma'] = distribution('TTGamma_signal', [
(inputDir+'hist_1pho_rs_barrel_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', [
(inputDir+'hist_1pho_top_TTGamma.root', 1.0),
], varList, 97)
AccTemplates['TTJets1l'] = distribution('TTJets1l_presel', [
(inputDir+'hist_1pho_top_TTJets1l.root', 1.0),
], varList ,11)
AccTemplates['TTJets2l'] = distribution('TTJets2l_presel', [
(inputDir+'hist_1pho_top_TTJets2l.root', 1.0),
], varList ,11)
AccTemplates['TTJetsHad'] = distribution('TTJetsHad_presel', [
(inputDir+'hist_1pho_top_TTJetsHad.root', 1.0),
], varList ,11)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle):
templPrefix = inputDir + prefix
MCtemplates = {}
MCtemplates['TTGamma'] = distribution(
'TTGamma' + titleSuffix, 't#bar{t}+#gamma',
[(templPrefix + 'ttgamma.root', gSF * newTTgamma_xs / newTTgamma_num)],
varList, ROOT.kRed + 1, fillStyle)
MCtemplates['TTJets'] = distribution(
'TTJets' + titleSuffix, 't#bar{t}+jets', [
(templPrefix + 'ttjets.root', gSF * TTJets_xs / TTJets_num),
], varList, ROOT.kRed - 7, fillStyle)
SF_ttjets = gSF * TTJets_xs / TTJets_num
print SF_ttjets
MCtemplates['SingleTop'] = distribution(
'SingleTop' + titleSuffix, 'Single Top', [
(templPrefix + 'st_t.root', gSF * SingTopT_xs / SingTopT_num),
(templPrefix + 'st_t_anti.root',
gSF * SingTopTbar_xs / SingTopTbar_num),
(templPrefix + 'st_tW.root', gSF * SingToptW_xs / SingToptW_num),
(templPrefix + 'st_tW_anti.root',
gSF * SingTopbartW_xs / SingTopbartW_num),
(templPrefix + 'st_s.root', gSF * SingTopS_xs / SingTopS_num),
], varList, ROOT.kMagenta, fillStyle)
MCtemplates['WJets'] = distribution('WJets' + titleSuffix, 'W+jets', [
(templPrefix + 'Wjets.root', gSF * WJets_xs / WJets_num),
], varList, ROOT.kGreen - 3, fillStyle)
MCtemplates['ZJets'] = distribution(
'ZJets' + titleSuffix, 'Z+jets',
[(templPrefix + 'DYJets.root', gSF * ZJets_xs / ZJets_num)], varList,
ROOT.kAzure - 2, fillStyle)
return MCtemplates
def loadQCDTemplate(varlist, inputDir, prefix):
templPrefix = inputDir+prefix
QCD_sf = QCDSF
QCDTempl = distribution('QCD', 'QCD', [
(templPrefix+'Data_a.root', QCD_sf),
(templPrefix+'Data_b.root', QCD_sf),
(templPrefix+'Data_c.root', QCD_sf),
(templPrefix+'Data_d.root', QCD_sf),
(templPrefix+'TTJets1l.root', -1 * QCD_sf * TopSF * gSF * TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', -1 * QCD_sf * TopSF * gSF * TTJets2l_xs/TTJets2l_num),
######## Added in all other channels of MC, previously just ttjets 1l and 2l removed to get QCD template ########
(templPrefix+'TTJetsHad.root', -1 * QCD_sf * TopSF * gSF * TTJetsHad_xs/TTJetsHad_num),
(templPrefix+'TTGamma.root', -1 * QCD_sf * TTGSF * gSF * newTTgamma_xs/newTTgamma_num),
(templPrefix+'SingleT_t.root', -1 * QCD_sf * otherMCSF * gSF * SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', -1 * QCD_sf * otherMCSF * gSF * SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', -1 * QCD_sf * otherMCSF * gSF * SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', -1 * QCD_sf * otherMCSF * gSF * SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', -1 * QCD_sf * otherMCSF * gSF * SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', -1 * QCD_sf * otherMCSF * gSF * SingTopbartW_xs/SingTopbartW_num),
(templPrefix+'W2Jets.root', -1 * QCD_sf * WJetsSF * gSF * W2Jets_xs/W2Jets_num),
(templPrefix+'W3Jets.root', -1 * QCD_sf * WJetsSF * gSF * W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', -1 * QCD_sf * WJetsSF * gSF * W4Jets_xs/W4Jets_num),
(templPrefix+'ZJets.root', -1 * QCD_sf * ZJetsSF * otherMCSF * gSF * ZJets_xs/ZJets_num),
(templPrefix+'Zgamma.root', -1 * QCD_sf * otherMCSF * gSF * Zgamma_xs/Zgamma_num),
(templPrefix+'Wgamma.root', -1 * QCD_sf * otherMCSF * gSF * Wgamma_xs/Wgamma_num),
], varlist, ROOT.kYellow)
for var in ['photon1ChHadSCRIso','photon1ChHadRandIso']:
if not var in varlist: continue
tempSum = 0.
tempSumErr = 0.
print '!@#$%'*20
print var
print QCDTempl.histList[var].FindBin(0)
for i_bin in range(QCDTempl.histList[var].FindBin(0)+1):
print QCDTempl.histList[var].GetBinLowEdge(i_bin+1), QCDTempl.histList[var].GetBinContent(i_bin), tempSum
print QCDTempl.histList[var].GetBinLowEdge(i_bin+1), QCDTempl.histList[var].GetBinError(i_bin), tempSumErr
tempSum += QCDTempl.histList[var].GetBinContent(i_bin)
tempSumErr += QCDTempl.histList[var].GetBinError(i_bin)**2
QCDTempl.histList[var].SetBinContent(i_bin,0.0)
QCDTempl.histList[var].SetBinError(i_bin,0.0)
QCDTempl.histList[var].SetBinContent(QCDTempl.histList[var].FindBin(0),tempSum)
QCDTempl.histList[var].SetBinError(QCDTempl.histList[var].FindBin(0),tempSumErr**0.5)
return QCDTempl
def loadQCDTemplate(varlist, inputDir, prefix):
templPrefix = inputDir+prefix
QCD_sf = QCDSF
QCDTempl = distribution('QCD', 'QCD', [
# (templPrefix+'data_c.root', QCD_sf),
(templPrefix+'data_d.root', QCD_sf),
# (templPrefix+'data_d_PR.root', QCD_sf),
(templPrefix+'ttjets.root', -1 * QCD_sf * TopSF * gSF * TTJets_xs/TTJets_num),
######## Added in all other channels of MC, previously just ttjets 1l and 2l removed to get QCD template ########
(templPrefix+'ttjets.root', -1 * gSF * TTJets_xs/TTJets_num),
(templPrefix+'ttgamma.root', -1 * gSF * newTTgamma_xs/newTTgamma_num),
(templPrefix+'st_t.root', -1 * gSF * SingTopT_xs/SingTopT_num),
(templPrefix+'st_t_anti.root', -1 * gSF * SingTopTbar_xs/SingTopTbar_num),
(templPrefix+'st_s.root', -1 * gSF * SingTopS_xs/SingTopS_num),
(templPrefix+'st_tW.root', -1 * gSF * SingToptW_xs/SingToptW_num),
(templPrefix+'st_tW_anti.root', -1 * gSF * SingTopbartW_xs/SingTopbartW_num),
(templPrefix+'Wjets.root', -1 * gSF * WJets_xs/WJets_num),
(templPrefix+'DYJets.root', -1 * gSF * ZJets_xs/ZJets_num),
], varlist, ROOT.kYellow)
return QCDTempl
def saveTTgammaAccTemplates(inputDir, outFileName):
varList = [
'MCcategory', 'genPhoRegionWeight_1l_2l', 'MCcategoryfid',
'genPhoRegionWeight_1lfid'
]
print inputDir
AccTemplates = {}
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '', [
(inputDir + 'hist_1pho_top_TTGamma.root', 1.0),
], varList, 97)
# AccTemplates['TTJets1l'] = distribution('TTJets1l_presel', '', [
# (inputDir+'hist_1pho_top_TTJets1l.root', 1.0),
# ], varList ,11)
# AccTemplates['TTJets2l'] = distribution('TTJets2l_presel', '', [
# (inputDir+'hist_1pho_top_TTJets2l.root', 1.0),
# ], varList ,11)
# AccTemplates['TTJetsHad'] = distribution('TTJetsHad_presel', '', [
# (inputDir+'hist_1pho_top_TTJetsHad.root', 1.0),
# ], varList ,11)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def saveTTgammaAccTemplates(inputDir, outFileName, ttjetsSyst=''):
varList = ['MCcategory','MCcategoryfid']#,'genPhoRegionWeight_1lfid']
print inputDir
AccTemplates = {}
if not ttjetsSyst=='':
if isElectron: ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/Electrons/testScale2/test_TTJets'+ttjetsSyst+'Invert/'
if isMuon: ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/TTGammaElectrons/testScale2/test_TTJets'+ttjetsSyst+'Invert/'
print ttgammaTemplPrefix+'TTJets'+ttjetsSyst+'Invert.root'
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '', [
(ttgammaTemplPrefix+'hist_1pho_top_TTJets'+ttjetsSyst+'Invert.root', 1.0),
# (ttbarTemplPrefix+'hist_1pho_top_TTJets'+ttjetsSyst+'Invert.root', 1.0),
], varList ,97)
AccTemplates['TTGamma_photonSel'] = distribution('TTGamma_photonSel', '', [
(ttgammaTemplPrefix+'hist_1pho_barrel_top_TTJets'+ttjetsSyst+'Invert.root', 1.0),
# (ttbarTemplPrefix+'hist_1pho_barrel_top_TTJets'+ttjetsSyst+'Invert.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_photonSelSignal'] = distribution('TTGamma_photonSelSignal', '', [
(ttgammaTemplPrefix+'hist_1pho_rs_barrel_top_TTJets'+ttjetsSyst+'Invert.root', 1.0),
# (ttbarTemplPrefix+'hist_1pho_rs_barrel_top_TTJets'+ttjetsSyst+'Invert.root', 1.0),
], varList, 97)
else:
if isElectron: ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/Electrons/testScale2/test_TTJetsInvert/'
if isMuon: ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/TTGammaElectrons/testScale2/test_TTJetsInvert/'
print ttgammaTemplPrefix+'hist_1pho_top_TTJets1l.root'
AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '', [
(ttgammaTemplPrefix+'hist_1pho_top_TTJets1lInvert.root', 1.0),
], varList ,97)
AccTemplates['TTGamma_photonSel'] = distribution('TTGamma_photonSel', '', [
(ttgammaTemplPrefix+'hist_1pho_barrel_top_TTJets1lInvert.root', 1.0),
], varList, 97)
AccTemplates['TTGamma_photonSelSignal'] = distribution('TTGamma_photonSelSignal', '', [
(ttgammaTemplPrefix+'hist_1pho_rs_barrel_top_TTJets1lInvert.root', 1.0),
], varList, 97)
# else:
# AccTemplates['TTGamma_presel'] = distribution('TTGamma_presel', '', [
# (inputDir+'hist_1pho_top_TTGamma.root', 1.0),
# ], varList, 97)
# AccTemplates['TTGamma_photonSel'] = distribution('TTGamma_photonSel', '', [
# (inputDir+'hist_1pho_barrel_top_TTGamma.root', 1.0),
# ], varList, 97)
# AccTemplates['TTGamma_photonSelSignal'] = distribution('TTGamma_photonSelSignal', '', [
# (inputDir+'hist_1pho_rs_barrel_top_TTGamma.root', 1.0),
# ], varList, 97)
# AccTemplates['TTJets1l'] = distribution('TTJets1l_presel', '', [
# (inputDir+'hist_1pho_top_TTJets1l.root', 1.0),
# ], varList ,11)
# AccTemplates['TTJets2l'] = distribution('TTJets2l_presel', '', [
# (inputDir+'hist_1pho_top_TTJets2l.root', 1.0),
# ], varList ,11)
# AccTemplates['TTJetsHad'] = distribution('TTJetsHad_presel', '', [
# (inputDir+'hist_1pho_top_TTJetsHad.root', 1.0),
# ], varList ,11)
saveTemplatesToFile(AccTemplates.values(), varList, outFileName)
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle):
templPrefix = inputDir+prefix
MCtemplates = {}
#MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
# (templPrefix+'WHIZARD.root', TopSF*gSF*TTgamma_xs/WHIZARD_num)
# ], varList, 98, fillStyle)
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
(templPrefix+'TTGamma.root', TopSF*gSF*newTTgamma_xs/newTTgamma_num)
], varList, 97, fillStyle)
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, [
(templPrefix+'TTJets1l.root', TopSF*gSF*TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', TopSF*gSF*TTJets2l_xs/TTJets2l_num),
(templPrefix+'TTJetsHad.root', TopSF*gSF*TTJetsHad_xs/TTJetsHad_num),
], varList ,11, fillStyle)
###################################
#return MCtemplates
###################################
nonWJetsSF = 1.0
MCtemplates['Vgamma'] = distribution('Vgamma'+titleSuffix, [
(templPrefix+'Zgamma.root', VgammaSF*nonWJetsSF*gSF*Zgamma_xs/Zgamma_num),
(templPrefix+'Wgamma.root', VgammaSF*nonWJetsSF*gSF*Wgamma_xs/Wgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
], varList, 90, fillStyle)
MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, [
(templPrefix+'SingleT_t.root', nonWJetsSF*gSF*SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', nonWJetsSF*gSF*SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', nonWJetsSF*gSF*SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', nonWJetsSF*gSF*SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', nonWJetsSF*gSF*SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', nonWJetsSF*gSF*SingTopbartW_xs/SingTopbartW_num),
], varList, 8, fillStyle)
MCtemplates['WJets'] = distribution('WJets'+titleSuffix, [
#(templPrefix+'WJets.root', WJetsSF*gSF*WJets_xs/WJets_num),
(templPrefix+'W3Jets.root', WJetsSF*gSF*W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', WJetsSF*gSF*W4Jets_xs/W4Jets_num),
], varList, 7, fillStyle)
MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, [
(templPrefix+'ZJets.root', ZJetsSF*nonWJetsSF*gSF*ZJets_xs/ZJets_num)], varList, 9, fillStyle)
#MCtemplates['Other'] = distribution('Diboson'+titleSuffix, [
#(templPrefix+'WZ_3lnu.root', nonWJetsSF*gSF*WZ_3lnu_xs/WZ_3lnu_num),
#(templPrefix+'WZ_2l2q.root', nonWJetsSF*gSF*WZ_2l2q_xs/WZ_2l2q_num),
#(templPrefix+'ZZ_2e2mu.root', nonWJetsSF*gSF*ZZ_2e2mu_xs/ZZ_2e2mu_num),
#(templPrefix+'ZZ_2e2tau.root', nonWJetsSF*gSF*ZZ_2e2tau_xs/ZZ_2e2tau_num),
#(templPrefix+'ZZ_2mu2tau.root', nonWJetsSF*gSF*ZZ_2mu2tau_xs/ZZ_2mu2tau_num),
#(templPrefix+'ZZ_4e.root', nonWJetsSF*gSF*ZZ_4e_xs/ZZ_4e_num),
#(templPrefix+'ZZ_4mu.root', nonWJetsSF*gSF*ZZ_4mu_xs/ZZ_4mu_num),
#(templPrefix+'ZZ_4tau.root', nonWJetsSF*gSF*ZZ_4tau_xs/ZZ_4tau_num),
#(templPrefix+'WW_2l2nu.root', nonWJetsSF*gSF*WW_2l2nu_xs/WW_2l2nu_num),
#(templPrefix+'TTW.root', gSF*TTW_xs/TTW_num),
#(templPrefix+'TTZ.root', gSF*TTZ_xs/TTZ_num),
# ], varList, 49, fillStyle)
return MCtemplates
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle,ttjetsSyst=''):
templPrefix = inputDir+prefix
if not ttjetsSyst=='':
ttbarTemplPrefix = inputDir.replace('hist_bins','hist_bins_Modeling')+prefix
else:
ttbarTemplPrefix = templPrefix
MCtemplates = {}
#MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
# (templPrefix+'WHIZARD.root', TopSF*gSF*TTgamma_xs/WHIZARD_num)
# ], varList, 98, fillStyle)
# MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [ ##Changed the name
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
(templPrefix+'TTGamma.root', TTGSF*gSF*newTTgamma_xs/newTTgamma_num)
], varList, ROOT.kRed +1, fillStyle)
# MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, [ ##Changed the name
print ttbarTemplPrefix+'TTJets'+ttjetsSyst+'.root'
if not ttjetsSyst=='':
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets', [
(ttbarTemplPrefix+'TTJets'+ttjetsSyst+'.root', TopSF*gSF*TTJets_xs/ttjetsNum[ttjetsSyst]),
], varList ,ROOT.kRed -7, fillStyle)
else:
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets', [
(templPrefix+'TTJets1l.root', TopSF*gSF*TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', TopSF*gSF*TTJets2l_xs/TTJets2l_num),
(templPrefix+'TTJetsHad.root', TopSF*gSF*TTJetsHad_xs/TTJetsHad_num),
], varList ,ROOT.kRed -7, fillStyle)
###################################
#return MCtemplates
###################################
nonWJetsSF = 1.0
# MCtemplates['Vgamma'] = distribution('Vgamma'+titleSuffix, [ ##changed
MCtemplates['Vgamma'] = distribution('Vgamma'+titleSuffix, 'V+#gamma', [
(templPrefix+'Zgamma.root', otherMCSF*gSF*Zgamma_xs/Zgamma_num),
(templPrefix+'Wgamma.root', otherMCSF*WgammaSF*gSF*Wgamma_xs/Wgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
], varList, ROOT.kGray, fillStyle)
# MCtemplates['Zgamma'] = distribution('Zgamma'+titleSuffix, [
MCtemplates['Zgamma'] = distribution('Zgamma'+titleSuffix, 'Z+#gamma', [
(templPrefix+'Zgamma.root', otherMCSF*gSF*Zgamma_xs/Zgamma_num),
], varList, ROOT.kAzure+3, fillStyle)
# MCtemplates['Wgamma'] = distribution('Wgamma'+titleSuffix, [
MCtemplates['Wgamma'] = distribution('Wgamma'+titleSuffix, 'W+#gamma', [
(templPrefix+'Wgamma.root', otherMCSF*WgammaSF*gSF*Wgamma_xs/Wgamma_num),
], varList, ROOT.kGray, fillStyle)
# MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, [
MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, 'Single Top', [
(templPrefix+'SingleT_t.root', otherMCSF*gSF*SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', otherMCSF*gSF*SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', otherMCSF*gSF*SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', otherMCSF*gSF*SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', otherMCSF*gSF*SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', otherMCSF*gSF*SingTopbartW_xs/SingTopbartW_num),
], varList, ROOT.kMagenta, fillStyle)
# MCtemplates['WJets'] = distribution('WJets'+titleSuffix, [
MCtemplates['WJets'] = distribution('WJets'+titleSuffix, 'W+jets', [
#(templPrefix+'WJets.root', WJetsSF*gSF*WJets_xs/WJets_num),
(templPrefix+'W2Jets.root', WJetsSF*gSF*W2Jets_xs/W2Jets_num),
(templPrefix+'W3Jets.root', WJetsSF*gSF*W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', WJetsSF*gSF*W4Jets_xs/W4Jets_num),
], varList, ROOT.kGreen -3, fillStyle)
######## Added back in the ZJetsSF scaling ########
# MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, [
MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, 'Z+jets', [
(templPrefix+'ZJets.root',ZJetsSF*otherMCSF*gSF*ZJets_xs/ZJets_num)], varList, ROOT.kAzure-2, fillStyle)
return MCtemplates
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle):
templPrefix = inputDir+prefix
MCtemplates = {}
#MCtemplates['mst_510_200'] = distribution('mst_510_200'+titleSuffix,[
# (templPrefix+'mst_510_M3_5050_M1_200.root', gSF*0.0751004/15000)
# ],varList, 620,3244)
#MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
# (templPrefix+'WHIZARD.root', TopSF*gSF*TTgamma_xs/WHIZARD_num)
# ], varList, 98, fillStyle)
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma',[
(templPrefix+'TTGamma.root', TopSF*gSF*newTTgamma_xs/newTTgamma_num)
], varList, ROOT.kRed +1, fillStyle)
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets',[
(templPrefix+'TTJets1l.root', TopSF*gSF*TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', TopSF*gSF*TTJets2l_xs/TTJets2l_num),
(templPrefix+'TTJetsHad.root', TopSF*gSF*TTJetsHad_xs/TTJetsHad_num),
], varList ,ROOT.kRed-7, fillStyle)
###################################
#return MCtemplates
###################################
nonWJetsSF = 1.0
#nonWJetsSF = WJetsSF
MCtemplates['Wgamma'] = distribution('Wgamma'+titleSuffix, 'W+#gamma', [
(templPrefix+'Wgamma.root', nonWJetsSF*gSF*Wgamma_xs/Wgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
], varList, ROOT.kGray, fillStyle)
MCtemplates['Zgamma'] = distribution('Zgamma'+titleSuffix, 'Z+#gamma', [
(templPrefix+'Zgamma.root', nonWJetsSF*gSF*Zgamma_xs/Zgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
], varList, ROOT.kAzure+3, fillStyle)
MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, 'Single Top', [
(templPrefix+'SingleT_t.root', nonWJetsSF*gSF*SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', nonWJetsSF*gSF*SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', nonWJetsSF*gSF*SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', nonWJetsSF*gSF*SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', nonWJetsSF*gSF*SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', nonWJetsSF*gSF*SingTopbartW_xs/SingTopbartW_num),
], varList, ROOT.kMagenta, fillStyle)
MCtemplates['WJets'] = distribution('WJets'+titleSuffix, 'W+jets', [
#(templPrefix+'WJets.root', WJetsSF*gSF*WJets_xs/WJets_num),
(templPrefix+'W3Jets.root', WJetsSF*gSF*W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', WJetsSF*gSF*W4Jets_xs/W4Jets_num),
], varList, ROOT.kGreen-3, fillStyle)
MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, 'Z+jets', [
(templPrefix+'ZJets.root', nonWJetsSF*gSF*ZJets_xs/ZJets_num)], varList, ROOT.kAzure-2, fillStyle)
# MCtemplates['Other'] = distribution('Diboson'+titleSuffix, [
# (templPrefix+'WZ_3lnu.root', nonWJetsSF*gSF*WZ_3lnu_xs/WZ_3lnu_num),
# (templPrefix+'WZ_2l2q.root', nonWJetsSF*gSF*WZ_2l2q_xs/WZ_2l2q_num),
# (templPrefix+'ZZ_2e2mu.root', nonWJetsSF*gSF*ZZ_2e2mu_xs/ZZ_2e2mu_num),
# (templPrefix+'ZZ_2e2tau.root', nonWJetsSF*gSF*ZZ_2e2tau_xs/ZZ_2e2tau_num),
# (templPrefix+'ZZ_2mu2tau.root', nonWJetsSF*gSF*ZZ_2mu2tau_xs/ZZ_2mu2tau_num),
# (templPrefix+'ZZ_4e.root', nonWJetsSF*gSF*ZZ_4e_xs/ZZ_4e_num),
# (templPrefix+'ZZ_4mu.root', nonWJetsSF*gSF*ZZ_4mu_xs/ZZ_4mu_num),
# (templPrefix+'ZZ_4tau.root', nonWJetsSF*gSF*ZZ_4tau_xs/ZZ_4tau_num),
# (templPrefix+'WW_2l2nu.root', nonWJetsSF*gSF*WW_2l2nu_xs/WW_2l2nu_num),
# #(templPrefix+'TTW.root', gSF*TTW_xs/TTW_num),
# #(templPrefix+'TTZ.root', gSF*TTZ_xs/TTZ_num),
# ], varList, 49, fillStyle)
return MCtemplates
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle):
templPrefix = inputDir + prefix
MCtemplates = {}
#MCtemplates['mst_510_200'] = distribution('mst_510_200'+titleSuffix,[
# (templPrefix+'mst_510_M3_5050_M1_200.root', gSF*0.0751004/15000)
# ],varList, 620,3244)
#MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
# (templPrefix+'WHIZARD.root', TopSF*gSF*TTgamma_xs/WHIZARD_num)
# ], varList, 98, fillStyle)
MCtemplates['WHIZARD'] = distribution(
'TTGamma' + titleSuffix, 't#bar{t}+#gamma',
[(templPrefix + 'TTGamma.root',
TopSF * gSF * newTTgamma_xs / newTTgamma_num)], varList,
ROOT.kRed + 1, fillStyle)
MCtemplates['TTJets'] = distribution(
'TTJets' + titleSuffix, 't#bar{t}+jets', [
(templPrefix + 'TTJets1l.root',
TopSF * gSF * TTJets1l_xs / TTJets1l_num),
(templPrefix + 'TTJets2l.root',
TopSF * gSF * TTJets2l_xs / TTJets2l_num),
(templPrefix + 'TTJetsHad.root',
TopSF * gSF * TTJetsHad_xs / TTJetsHad_num),
], varList, ROOT.kRed - 7, fillStyle)
###################################
#return MCtemplates
###################################
nonWJetsSF = 1.0
#nonWJetsSF = WJetsSF
MCtemplates['Wgamma'] = distribution(
'Wgamma' + titleSuffix,
'W+#gamma',
[
(templPrefix + 'Wgamma.root',
nonWJetsSF * gSF * Wgamma_xs / Wgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
],
varList,
ROOT.kGray,
fillStyle)
MCtemplates['Zgamma'] = distribution(
'Zgamma' + titleSuffix,
'Z+#gamma',
[
(templPrefix + 'Zgamma.root',
nonWJetsSF * gSF * Zgamma_xs / Zgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
],
varList,
ROOT.kAzure + 3,
fillStyle)
MCtemplates['SingleTop'] = distribution(
'SingleTop' + titleSuffix, 'Single Top', [
(templPrefix + 'SingleT_t.root',
nonWJetsSF * gSF * SingTopT_xs / SingTopT_num),
(templPrefix + 'SingleT_s.root',
nonWJetsSF * gSF * SingTopS_xs / SingTopS_num),
(templPrefix + 'SingleT_tw.root',
nonWJetsSF * gSF * SingToptW_xs / SingToptW_num),
(templPrefix + 'SingleTbar_t.root',
nonWJetsSF * gSF * SingTopbarT_xs / SingTopbarT_num),
(templPrefix + 'SingleTbar_s.root',
nonWJetsSF * gSF * SingTopbarS_xs / SingTopbarS_num),
(templPrefix + 'SingleTbar_tw.root',
nonWJetsSF * gSF * SingTopbartW_xs / SingTopbartW_num),
], varList, ROOT.kMagenta, fillStyle)
MCtemplates['WJets'] = distribution(
'WJets' + titleSuffix,
'W+jets',
[
#(templPrefix+'WJets.root', WJetsSF*gSF*WJets_xs/WJets_num),
(templPrefix + 'W3Jets.root',
WJetsSF * gSF * W3Jets_xs / W3Jets_num),
(templPrefix + 'W4Jets.root',
WJetsSF * gSF * W4Jets_xs / W4Jets_num),
],
varList,
ROOT.kGreen - 3,
fillStyle)
MCtemplates['ZJets'] = distribution('ZJets' + titleSuffix, 'Z+jets', [
(templPrefix + 'ZJets.root', nonWJetsSF * gSF * ZJets_xs / ZJets_num)
], varList, ROOT.kAzure - 2, fillStyle)
# MCtemplates['Other'] = distribution('Diboson'+titleSuffix, [
# (templPrefix+'WZ_3lnu.root', nonWJetsSF*gSF*WZ_3lnu_xs/WZ_3lnu_num),
# (templPrefix+'WZ_2l2q.root', nonWJetsSF*gSF*WZ_2l2q_xs/WZ_2l2q_num),
# (templPrefix+'ZZ_2e2mu.root', nonWJetsSF*gSF*ZZ_2e2mu_xs/ZZ_2e2mu_num),
# (templPrefix+'ZZ_2e2tau.root', nonWJetsSF*gSF*ZZ_2e2tau_xs/ZZ_2e2tau_num),
# (templPrefix+'ZZ_2mu2tau.root', nonWJetsSF*gSF*ZZ_2mu2tau_xs/ZZ_2mu2tau_num),
# (templPrefix+'ZZ_4e.root', nonWJetsSF*gSF*ZZ_4e_xs/ZZ_4e_num),
# (templPrefix+'ZZ_4mu.root', nonWJetsSF*gSF*ZZ_4mu_xs/ZZ_4mu_num),
# (templPrefix+'ZZ_4tau.root', nonWJetsSF*gSF*ZZ_4tau_xs/ZZ_4tau_num),
# (templPrefix+'WW_2l2nu.root', nonWJetsSF*gSF*WW_2l2nu_xs/WW_2l2nu_num),
# #(templPrefix+'TTW.root', gSF*TTW_xs/TTW_num),
# #(templPrefix+'TTZ.root', gSF*TTZ_xs/TTZ_num),
# ], varList, 49, fillStyle)
return MCtemplates
def loadMCTemplates(varList, inputDir, prefix, titleSuffix, fillStyle,ttjetsSyst=''):
templPrefix = inputDir+prefix
if isElectron: ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/Electrons/testScale2/test_TTJets'+ttjetsSyst+'Invert/'+prefix
if isMuon: ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/TTGammaElectrons/testScale2/test_TTJets'+ttjetsSyst+'Invert/'+prefix
if not (ttjetsSyst=='' or ttjetsSyst=='special'):
ttbarTemplPrefix = inputDir.replace('hist_bins','hist_bins_Modeling')+prefix
# ttbarTemplPrefix = '/uscms_data/d2/dnoonan/TTGammaElectrons/testScale/test_TTJets'+ttjetsSyst+'/'+prefix
# ttgammaTemplPrefix = '/uscms_data/d2/dnoonan/TTGammaElectrons/testScale/test_TTJets'+ttjetsSyst+'Invert/'+prefix
else:
ttbarTemplPrefix = templPrefix
# ttgammaTemplPrefix = templPrefix
MCtemplates = {}
#MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [
# (templPrefix+'WHIZARD.root', TopSF*gSF*TTgamma_xs/WHIZARD_num)
# ], varList, 98, fillStyle)
# MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, [ ##Changed the name
if ttjetsSyst=='special':
print templPrefix+'TTGamma.root'
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
(templPrefix+'TTGamma.root', TTGSF*gSF*newTTgamma_xs/newTTgamma_num)
], varList, ROOT.kRed +1, fillStyle)
elif not ttjetsSyst=='':
print ttgammaTemplPrefix+'TTJets'+ttjetsSyst+'Invert.root'
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
(ttgammaTemplPrefix+'TTJets'+ttjetsSyst+'Invert.root', TTGSF*gSF*TTJets_xs/ttjetsNum[ttjetsSyst])
# (ttgammaTemplPrefix+'TTJets'+ttjetsSyst+'Invert.root', 1.108*434.8/198.4*TTGSF*gSF*TTJets_xs/ttjetsNum[ttjetsSyst])
], varList, ROOT.kRed +1, fillStyle)
else:
print ttgammaTemplPrefix+'TTJets1lInvert.root'
print ttgammaTemplPrefix+'TTJets2lInvert.root'
print ttgammaTemplPrefix+'TTJets0lInvert.root'
# print templPrefix+'TTGamma.root'
MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
(ttgammaTemplPrefix+'TTJets1lInvert.root', TTGSF*gSF*TTJets1l_xs/TTJets1l_num),
(ttgammaTemplPrefix+'TTJets2lInvert.root', TTGSF*gSF*TTJets2l_xs/TTJets2l_num),
(ttgammaTemplPrefix+'TTJets0lInvert.root', TTGSF*gSF*TTJetsHad_xs/TTJetsHad_num),
# (ttgammaTemplPrefix+'TTJets1lInvert.root', 434.8/198.4*TTGSF*gSF*TTJets1l_xs/TTJets1l_num),
# (ttgammaTemplPrefix+'TTJets2lInvert.root', 434.8/198.4*TTGSF*gSF*TTJets2l_xs/TTJets2l_num),
# (ttgammaTemplPrefix+'TTJets0lInvert.root', 434.8/198.4*TTGSF*gSF*TTJetsHad_xs/TTJetsHad_num),
], varList, ROOT.kRed +1, fillStyle)
# MCtemplates['WHIZARD'] = distribution('TTGamma'+titleSuffix, 't#bar{t}+#gamma', [
# (templPrefix+'TTGamma.root', TTGSF*gSF*newTTgamma_xs/newTTgamma_num)
# ], varList, ROOT.kRed +1, fillStyle)
# MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, [ ##Changed the name
if not (ttjetsSyst=='' or ttjetsSyst=='special'):
print ttbarTemplPrefix+'TTJets'+ttjetsSyst+'.root'
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets', [
(ttbarTemplPrefix+'TTJets'+ttjetsSyst+'.root', TopSF*gSF*TTJets_xs/ttjetsNum[ttjetsSyst]),
], varList ,ROOT.kRed -7, fillStyle)
else:
print templPrefix+'TTJets1l.root'
MCtemplates['TTJets'] = distribution('TTJets'+titleSuffix, 't#bar{t}+jets', [
(templPrefix+'TTJets1l.root', TopSF*gSF*TTJets1l_xs/TTJets1l_num),
(templPrefix+'TTJets2l.root', TopSF*gSF*TTJets2l_xs/TTJets2l_num),
(templPrefix+'TTJetsHad.root', TopSF*gSF*TTJetsHad_xs/TTJetsHad_num),
], varList ,ROOT.kRed -7, fillStyle)
###################################
#return MCtemplates
###################################
nonWJetsSF = 1.0
# MCtemplates['Vgamma'] = distribution('Vgamma'+titleSuffix, [ ##changed
MCtemplates['Vgamma'] = distribution('Vgamma'+titleSuffix, 'V+#gamma', [
(templPrefix+'Zgamma.root', otherMCSF*gSF*Zgamma_xs/Zgamma_num),
(templPrefix+'Wgamma.root', otherMCSF*WgammaSF*gSF*Wgamma_xs/Wgamma_num),
# (templPrefix+'WWgamma.root', gSF*WWgamma_xs/WWgamma_num),
], varList, ROOT.kGray, fillStyle)
# MCtemplates['Zgamma'] = distribution('Zgamma'+titleSuffix, [
MCtemplates['Zgamma'] = distribution('Zgamma'+titleSuffix, 'Z+#gamma', [
(templPrefix+'Zgamma.root', otherMCSF*gSF*Zgamma_xs/Zgamma_num),
], varList, ROOT.kAzure+3, fillStyle)
# MCtemplates['Wgamma'] = distribution('Wgamma'+titleSuffix, [
MCtemplates['Wgamma'] = distribution('Wgamma'+titleSuffix, 'W+#gamma', [
(templPrefix+'Wgamma.root', otherMCSF*WgammaSF*gSF*Wgamma_xs/Wgamma_num),
], varList, ROOT.kGray, fillStyle)
# MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, [
MCtemplates['SingleTop'] = distribution('SingleTop'+titleSuffix, 'Single Top', [
(templPrefix+'SingleT_t.root', otherMCSF*gSF*SingTopT_xs/SingTopT_num),
(templPrefix+'SingleT_s.root', otherMCSF*gSF*SingTopS_xs/SingTopS_num),
(templPrefix+'SingleT_tw.root', otherMCSF*gSF*SingToptW_xs/SingToptW_num),
(templPrefix+'SingleTbar_t.root', otherMCSF*gSF*SingTopbarT_xs/SingTopbarT_num),
(templPrefix+'SingleTbar_s.root', otherMCSF*gSF*SingTopbarS_xs/SingTopbarS_num),
(templPrefix+'SingleTbar_tw.root', otherMCSF*gSF*SingTopbartW_xs/SingTopbartW_num),
], varList, ROOT.kMagenta, fillStyle)
# MCtemplates['WJets'] = distribution('WJets'+titleSuffix, [
MCtemplates['WJets'] = distribution('WJets'+titleSuffix, 'W+jets', [
#(templPrefix+'WJets.root', WJetsSF*gSF*WJets_xs/WJets_num),
(templPrefix+'W2Jets.root', WJetsSF*gSF*W2Jets_xs/W2Jets_num),
(templPrefix+'W3Jets.root', WJetsSF*gSF*W3Jets_xs/W3Jets_num),
(templPrefix+'W4Jets.root', WJetsSF*gSF*W4Jets_xs/W4Jets_num),
], varList, ROOT.kGreen -3, fillStyle)
######## Added back in the ZJetsSF scaling ########
# MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, [
MCtemplates['ZJets'] = distribution('ZJets'+titleSuffix, 'Z+jets', [
(templPrefix+'ZJets.root',ZJetsSF*otherMCSF*gSF*ZJets_xs/ZJets_num)], varList, ROOT.kAzure-2, fillStyle)
return MCtemplates