btagM_thr=lambda year: 0.6324 if year==2016 else 0.4941 if year==2017 else 0.4184,
jetBTag='btagDeepB',
isMC = True)
recleaner_step2_data = lambda : fastCombinedObjectRecleaner(label="Recl", inlabel="_InternalRecl",
cleanTausWithLooseLeptons=True,
cleanJetsWithFOTaus=True,
doVetoZ=False, doVetoLMf=False, doVetoLMt=False,
jetPts=[25,40],
jetPtsFwd=[25,40],
btagL_thr=lambda year: 0.4 if year==2016 else 0.1522 if year==2017 else 0.1241,
btagM_thr=lambda year: 0.6324 if year==2016 else 0.4941 if year==2017 else 0.4184,
jetBTag='btagDeepB',
isMC = False)
from CMGTools.TTHAnalysis.tools.eventVars_2lss import EventVars2LSS
eventVars = lambda : EventVars2LSS('','Recl', doSystJEC=False)
from CMGTools.TTHAnalysis.tools.objTagger import ObjTagger
isMatchRightCharge = lambda : ObjTagger('isMatchRightCharge','LepGood', [lambda l,g: (l.genPartFlav==1 or l.genPartFlav == 15) and (g.pdgId*l.pdgId > 0) ], linkColl='GenPart',linkVar='genPartIdx')
mcMatchId = lambda : ObjTagger('mcMatchId','LepGood', [lambda l: (l.genPartFlav==1 or l.genPartFlav == 15) ])
mcPromptGamma = lambda : ObjTagger('mcPromptGamma','LepGood', [lambda l: (l.genPartFlav==22)])
mcMatch_seq = [ isMatchRightCharge, mcMatchId ,mcPromptGamma]
from PhysicsTools.NanoAODTools.postprocessing.modules.jme.jetmetUncertainties import jetmetUncertainties2016, jetmetUncertainties2017, jetmetUncertainties2018
isVLFOEle = lambda : ObjTagger('isVLFOEle', "Electron", [lambda lep,year: VLooseFOEleID(lep,year) ])
isTightEle = lambda : ObjTagger('isTightEle', "Electron", [lambda lep,year: tightEleID(lep,year) ])
isCleanEle = lambda : ObjTagger('isCleanEle', "Electron", [ lambda lep,year: fullCleaningLeptonSel(lep,year) and electronSelection(lep) ])
isCleanMu = lambda : ObjTagger('isCleanMu', "Muon", [ lambda lep,year: fullCleaningLeptonSel(lep,year) and muonSelection(lep) ])
isCleanEle_noBtag = lambda : ObjTagger('isCleanEle_noBtag', "Electron", [ lambda lep,year: fullCleaningLeptonSel_noBtag(lep,year) and electronSelection(lep) ])
label="Recl",
inlabel="_InternalRecl",
cleanTausWithLooseLeptons=True,
cleanJetsWithFOTaus=True,
doVetoZ=False,
doVetoLMf=False,
doVetoLMt=False,
jetPts=[25, 40],
jetPtsFwd=[25, 60
], # second number for 2.7 < abseta < 3, the first for the rest
btagL_thr=-99., # they are set at runtime
btagM_thr=-99., # they are set at runtime
isMC=False)
from CMGTools.TTHAnalysis.tools.eventVars_2lss import EventVars2LSS
eventVars = lambda: EventVars2LSS('', 'Recl')
from CMGTools.TTHAnalysis.tools.objTagger import ObjTagger
isMatchRightCharge = lambda: ObjTagger('isMatchRightCharge',
'LepGood', [
lambda l, g:
(l.genPartFlav == 1 or l.genPartFlav
== 15) and (g.pdgId * l.pdgId > 0)
],
linkColl='GenPart',
linkVar='genPartIdx')
mcMatchId = lambda: ObjTagger('mcMatchId', 'LepGood', [
lambda l: (l.genPartFlav == 1 or l.genPartFlav == 15)
])
mcPromptGamma = lambda: ObjTagger('mcPromptGamma', 'LepGood',
[lambda l: (l.genPartFlav == 22)])
postfix="up",
name="vtxWeightUp")))
MODULES.append(('puWeightsTrue_down',
lambda: VertexWeightFriend(putruefilemc,
putruefiledata_down,
"nTrueInt_signal",
"pileup",
verbose=True,
vtx_coll_to_reweight="nTrueInt",
postfix="down",
name="vtxWeightDown")))
#--- TTH event variables
from CMGTools.TTHAnalysis.tools.eventVars_2lss import EventVars2LSS
MODULES.append(('ttH2lss', lambda: EventVars2LSS()))
from CMGTools.TTHAnalysis.tools.kinMVA_2D_2lss_3l import KinMVA_2D_2lss_3l
MODULES.append(('kinMVA_2D_2lss_3l', lambda: KinMVA_2D_2lss_3l(
os.environ["CMSSW_BASE"] +
"/src/CMGTools/TTHAnalysis/data/kinMVA/tth/%s_BDTG.weights.xml",
skip_BDTv8=True,
skip_MEM=True)))
from CMGTools.TTHAnalysis.tools.kinMVA_MultiClass import KinMVA_MultiClass
MODULES.append(('kinMVA_MultiClass', lambda: KinMVA_MultiClass(os.environ[
"CMSSW_BASE"
] + "/src/CMGTools/TTHAnalysis/macros/leptons/weights/MultiClassICHEP16_%s_BDTG.weights.xml"
)))
from CMGTools.TTHAnalysis.tools.HadTopSimple import HadTopSimple
MODULES.append(('HadTopSimple', lambda: HadTopSimple()))
from CMGTools.TTHAnalysis.tools.BDT2_HadTop import BDT2_HadTop
MODULES.append(('BDT2_HadTop', lambda: BDT2_HadTop(os.environ[
MODULES.append(
('leptonJetFastReCleanerTTH_step2_data',
lambda: fastCombinedObjectRecleaner(label="Recl",
inlabel="_InternalRecl",
cleanTausWithLooseLeptons=True,
cleanJetsWithFOTaus=True,
doVetoZ=False,
doVetoLMf=False,
doVetoLMt=False,
jetPts=[25, 40],
btagL_thr=0.1522,
btagM_thr=0.4941,
isMC=False)))
from CMGTools.TTHAnalysis.tools.eventVars_2lss import EventVars2LSS
MODULES.append(('eventVars', lambda: EventVars2LSS('', 'Recl')))
from CMGTools.TTHAnalysis.tools.kinMVA_2D_2lss_3l import KinMVA_2D_2lss_3l
MODULES.append(('kinMVA_2D_2lss_3l', lambda: KinMVA_2D_2lss_3l(
os.environ["CMSSW_BASE"] +
"/src/CMGTools/TTHAnalysis/data/kinMVA/tth/%s_BDTG.weights.xml",
useTT_2lss='v8,rTT,httTT',
useMEM_3l=False)))
MODULES.append(('noTTMVA_2D_2lss_3l', lambda: KinMVA_2D_2lss_3l(
os.environ["CMSSW_BASE"] +
"/src/CMGTools/TTHAnalysis/data/kinMVA/tth/%s_BDTG.weights.xml",
useTT_2lss='',
useMEM_3l=False)))
MODULES.append(('kinMEMMVA_2D_2lss_3l', lambda: KinMVA_2D_2lss_3l(
os.environ["CMSSW_BASE"] +
"/src/CMGTools/TTHAnalysis/data/kinMVA/tth/%s_BDTG.weights.xml",
inlabel="_InternalRecl",
cleanTausWithLooseLeptons=True,
cleanJetsWithFOTaus=True,
doVetoZ=False,
doVetoLMf=False,
doVetoLMt=False,
jetPts=[25, 40],
jetPtsFwd=[25, 60
], # second number for 2.7 < abseta < 3, the first for the rest
btagL_thr=-99., # they are set at runtime
btagM_thr=-99., # they are set at runtime
isMC=False,
variations=[])
from CMGTools.TTHAnalysis.tools.eventVars_2lss import EventVars2LSS
eventVars = lambda: EventVars2LSS('', 'Recl')
eventVars_allvariations = lambda: EventVars2LSS(
'',
'Recl',
variations=['jes%s' % v for v in jecGroups] + [
'jer%s' % x for x in [
'barrel', 'endcap1', 'endcap2highpt', 'endcap2lowpt',
'forwardhighpt', 'forwardlowpt'
]
] + ['HEM'])
from CMGTools.TTHAnalysis.tools.hjDummCalc import HjDummyCalc
hjDummy = lambda: HjDummyCalc(variations=['jes%s' % v for v in jecGroups] + [
'jer%s' % x for x in [
'barrel', 'endcap1', 'endcap2highpt', 'endcap2lowpt', 'forwardhighpt',
'forwardlowpt'
inlabel="_InternalRecl",
cleanTausWithLooseLeptons=True,
cleanJetsWithFOTaus=True,
doVetoZ=False,
doVetoLMf=False,
doVetoLMt=False,
jetPts=[25, 40],
jetPtsFwd=[25, 60
], # second number for 2.7 < abseta < 3, the first for the rest
btagL_thr=-99., # they are set at runtime
btagM_thr=-99., # they are set at runtime
isMC=False,
variations=[])
from CMGTools.TTHAnalysis.tools.eventVars_2lss import EventVars2LSS
eventVars = lambda: EventVars2LSS('', 'Recl')
eventVars_allvariations = lambda: EventVars2LSS(
'', 'Recl', variations=['jes%s' % v for v in jecGroups] + ['jer'])
from CMGTools.TTHAnalysis.tools.objTagger import ObjTagger
isMatchRightCharge = lambda: ObjTagger('isMatchRightCharge',
'LepGood', [
lambda l, g:
(l.genPartFlav == 1 or l.genPartFlav
== 15) and (g.pdgId * l.pdgId > 0)
],
linkColl='GenPart',
linkVar='genPartIdx')
mcMatchId = lambda: ObjTagger('mcMatchId', 'LepGood', [
lambda l: (l.genPartFlav == 1 or l.genPartFlav == 15)
])