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variableMakerSL.py
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variableMakerSL.py
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from bamboo import treefunctions as op
from highlevelLambdas import highlevelLambdas
import random
import sys
import os
# Get JPA Model Dict
# -- key : node
# -- val : model-path
def getResolvedJpaModelDict(basepath, nodelist, era) :
resolvedModelDict = dict()
resolvedModelDict[nodelist[0]] = [os.path.join(basepath, 'bb1l_jpa_4jet_resolved_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_4jet_resolved_odd_all_mass_all_node_'+str(era)+'.xml')]
resolvedModelDict[nodelist[1]] = [os.path.join(basepath, 'bb1l_jpa_missingWJet_resolved_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_missingWJet_resolved_odd_all_mass_all_node_'+str(era)+'.xml')]
resolvedModelDict[nodelist[2]] = [os.path.join(basepath, 'bb1l_jpa_missingBJet_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_missingBJet_odd_all_mass_all_node_'+str(era)+'.xml')]
resolvedModelDict[nodelist[3]] = [os.path.join(basepath, 'bb1l_jpa_missingAllWJet_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_missingAllWJet_odd_all_mass_all_node_'+str(era)+'.xml')]
resolvedModelDict[nodelist[4]] = [os.path.join(basepath, 'bb1l_jpa_missingBJet_missingWJet_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_missingBJet_missingWJet_odd_all_mass_all_node_'+str(era)+'.xml')]
resolvedModelDict[nodelist[5]] = [os.path.join(basepath, 'bb1l_jpa_missingBJet_missingAllWJet_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_missingBJet_missingAllWJet_odd_all_mass_all_node_'+str(era)+'.xml')]
resolvedModelDict['evCat'] = [os.path.join(basepath, 'bb1l_jpa_evtCat_resolved_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_evtCat_resolved_odd_all_mass_all_node_'+str(era)+'.xml')]
return resolvedModelDict
def getBoostedJpaModelDict(basepath, nodelist, era):
boostedModelDict = dict()
boostedModelDict[nodelist[0]] = [os.path.join(basepath, 'bb1l_jpa_4jet_boosted_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_4jet_boosted_odd_all_mass_all_node_'+str(era)+'.xml')]
boostedModelDict[nodelist[1]] = [os.path.join(basepath, 'bb1l_jpa_missingWJet_boosted_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_missingWJet_boosted_odd_all_mass_all_node_'+str(era)+'.xml')]
boostedModelDict['evCat'] = [os.path.join(basepath, 'bb1l_jpa_evtCat_boosted_even_all_mass_all_node_'+str(era)+'.xml'),
os.path.join(basepath, 'bb1l_jpa_evtCat_boosted_odd_all_mass_all_node_'+str(era)+'.xml')]
return boostedModelDict
# Select VBF jets
# To use in both Skimmer and Plotter
def cleanVBFwithJPA_Resolved(jpaJets, nJpaJets):
return lambda j : op.AND(*(op.deltaR(jpaJets[i].p4, j.p4) > 0.8 for i in range(nJpaJets)))
def cleanVBFwithJPA_Boosted(fatjets, jpaJets, nJpaJets):
return lambda j : op.AND(op.rng_len(fatjets) >= 1, op.AND(op.AND(*(op.deltaR(jpaJets[i].p4, j.p4) > 0.8 for i in range(nJpaJets))),
op.deltaR(fatjets[0].p4, j.p4) > 1.2))
def cleanVBFwithJPA_Boosted_rest(fatjets):
return lambda j : op.AND(op.rng_len(fatjets) >= 1, op.deltaR(fatjets[0].p4, j.p4) > 1.2)
# Format : Dict with key = (variable name, title for plot, binning for plot)
# val = bamboo variable
### --------------------------------------------------------------------------------------------------------- ###
### Resolved ###
### --------------------------------------------------------------------------------------------------------- ###
def returnCommonInputs_Resolved(self):
return{('METpx', 'METpx', (50, 0, 300)): self.corrMET.p4.Px(),
('METpy', 'METpy', (50, 0, 300)): self.corrMET.p4.Py(),
('METpz', 'METpz', (50, 0, 300)): self.corrMET.p4.Pz(),
('METenergy', 'METenergy', (50, 0, 300)): self.corrMET.p4.E(),
('METpt', 'METpt', (50, 0, 300)): self.corrMET.pt,
('METphi', 'METphi', (50, 0, 300)): self.corrMET.phi,
('METLD', 'MET_LD', (40,0,200)): self.HLL.MET_LD_DL(self.corrMET, self.ak4Jets, self.electronsFakeSel, self.muonsFakeSel),
('nfakeableMuons', 'nfakeableMuons', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.muonsFakeSel)),
('nfakeableElectrons', 'nfakeableElectrons', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.electronsFakeSel)),
('hT', 'hT', (50,0,300)): op.static_cast("Float_t", self.HLL.HT_SL(self.ak4Jets)),
('nAk4Jets', 'nAk4Jets', (10,0,10)): op.static_cast("UInt_t",op.rng_len(self.ak4Jets)),
('nAk4BJets', 'nAk4BJets', (10,0,10)): op.static_cast("UInt_t",op.rng_len(self.ak4BJets)),
('nAk4BJetsLoose', 'nAk4BJetsLoose', (10,0,10)): op.static_cast("UInt_t",op.rng_len(self.ak4BJetsLoose)),
('nAk8Jets', 'nAk8Jets', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.ak8Jets)),
('nAk8BJets', 'nAk8BJets', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.ak8BJets)),
('nAk4JetsCleandWithAk8b', 'nAk4JetsCleandWithAk8b', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.ak4JetsCleanedFromAk8b))
}
def returnClassicInputs_Resolved(self, lepton, jpaSelectedJets, L1out, L2out, jpaArg):
##########################################################################################################
# Res2b2Wj : jet1 jet2 jet3 jet4
# Res2b1Wj : jet1 jet2 jet3 jet4=0
# Res2b0Wj : jet1 jet2 jet3=0 jet4=0
# Res1b2Wj : jet1 jet2=0 jet3 jet4
# Res1b1Wj : jet1 jet2=0 jet3 jet4=0
# Res1b0Wj : jet1 jet2=0 jet3=0 jet4=0
# Res0b : all jet = 0 because, this is not a JPA category. Only lepton and MET variables will be saved.
##########################################################################################################
Res2b2Wj = False
Res2b1Wj = False
Res1b2Wj = False
Res2b0Wj = False
Res1b1Wj = False
Res1b0Wj = False
Res0b = False
if jpaArg == 'Res2b2Wj':
Res2b2Wj = True
jet1 = jpaSelectedJets[0]
jet2 = jpaSelectedJets[1]
jet3 = jpaSelectedJets[2]
jet4 = jpaSelectedJets[3]
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Resolved(jpaSelectedJets, 4)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Res2b1Wj':
Res2b1Wj = True
jet1 = jpaSelectedJets[0]
jet2 = jpaSelectedJets[1]
jet3 = jpaSelectedJets[2]
jet4 = None
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Resolved(jpaSelectedJets, 3)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Res1b2Wj':
Res1b2Wj = True
jet1 = jpaSelectedJets[0]
jet2 = None
jet3 = jpaSelectedJets[1]
jet4 = jpaSelectedJets[2]
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Resolved(jpaSelectedJets, 3)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Res2b0Wj':
Res2b0Wj = True
jet1 = jpaSelectedJets[0]
jet2 = jpaSelectedJets[1]
jet3 = None
jet4 = None
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Resolved(jpaSelectedJets, 2)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Res1b1Wj':
Res1b1Wj = True
jet1 = jpaSelectedJets[0]
jet2 = None
jet3 = jpaSelectedJets[1]
jet4 = None
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Resolved(jpaSelectedJets, 2)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Res1b0Wj':
Res1b0Wj = True
jet1 = jpaSelectedJets[0]
jet2 = None
jet3 = None
jet4 = None
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Resolved(jpaSelectedJets, 1)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Res0b':
Res0b = True
jet1 = None
jet2 = None
jet3 = None
jet4 = None
VBFJetPairsJPA = None
else:
raise RuntimeError('Resolved JPA category is not mentioned!')
# 4 bools to make this easy
has2bj = any([Res2b2Wj, Res2b1Wj, Res2b0Wj])
has1bj = any([Res1b2Wj, Res1b1Wj, Res1b0Wj])
has2wj = any([Res2b2Wj, Res1b2Wj])
has1wj = any([Res2b1Wj, Res1b1Wj])
lep_Px = lepton.p4.Px();
lep_Py = lepton.p4.Py();
lep_Pz = lepton.p4.Pz();
lep_E = lepton.p4.E();
bj1_Px = self.HLL.bJetCorrP4(jet1).Px() if not Res0b else op.c_float(0.)
bj1_Py = self.HLL.bJetCorrP4(jet1).Py() if not Res0b else op.c_float(0.)
bj1_Pz = self.HLL.bJetCorrP4(jet1).Pz() if not Res0b else op.c_float(0.)
bj1_E = self.HLL.bJetCorrP4(jet1).E() if not Res0b else op.c_float(0.)
bj2_Px = self.HLL.bJetCorrP4(jet2).Px() if has2bj else op.c_float(0.)
bj2_Py = self.HLL.bJetCorrP4(jet2).Py() if has2bj else op.c_float(0.)
bj2_Pz = self.HLL.bJetCorrP4(jet2).Pz() if has2bj else op.c_float(0.)
bj2_E = self.HLL.bJetCorrP4(jet2).E() if has2bj else op.c_float(0.)
wj1_Px = jet3.p4.Px() if has1wj or has2wj else op.c_float(0.)
wj1_Py = jet3.p4.Py() if has1wj or has2wj else op.c_float(0.)
wj1_Pz = jet3.p4.Pz() if has1wj or has2wj else op.c_float(0.)
wj1_E = jet3.p4.E() if has1wj or has2wj else op.c_float(0.)
wj2_Px = jet4.p4.Px() if has2wj else op.c_float(0.)
wj2_Py = jet4.p4.Py() if has2wj else op.c_float(0.)
wj2_Pz = jet4.p4.Pz() if has2wj else op.c_float(0.)
wj2_E = jet4.p4.E() if has2wj else op.c_float(0.)
# Jet-1 variables :: Available for each category
bj1_M = self.HLL.bJetCorrP4(jet1).M() if not Res0b else op.c_float(0.)
bj1_pt = self.HLL.bJetCorrP4(jet1).Pt() if not Res0b else op.c_float(0.)
bj1_eta = self.HLL.bJetCorrP4(jet1).Eta() if not Res0b else op.c_float(0.)
bj1_phi = self.HLL.bJetCorrP4(jet1).Phi() if not Res0b else op.c_float(0.)
bj1_bTagDeepFlavB = jet1.btagDeepFlavB if not Res0b else op.c_float(0.)
bj1LepDR = op.deltaR(jet1.p4, lepton.p4) if not Res0b else op.c_float(0.)
bj1LepDEta = op.abs(jet1.eta - lepton.eta) if not Res0b else op.c_float(0.)
bj1LepDPhi = op.abs(op.deltaPhi(jet1.p4, lepton.p4)) if not Res0b else op.c_float(0.)
bj1MetDPhi = op.abs(self.HLL.SinglepMet_dPhi(jet1, self.corrMET)) if not Res0b else op.c_float(0.)
# Jet-2 variables :: Available for 2b2Wj, 2b1Wj. 2b0Wj
bj2_M = self.HLL.bJetCorrP4(jet2).M() if has2bj else op.c_float(0.)
bj2_pt = self.HLL.bJetCorrP4(jet2).Pt() if has2bj else op.c_float(0.)
bj2_eta = self.HLL.bJetCorrP4(jet2).Eta() if has2bj else op.c_float(0.)
bj2_phi = self.HLL.bJetCorrP4(jet2).Phi() if has2bj else op.c_float(0.)
bj2_bTagDeepFlavB = jet2.btagDeepFlavB if has2bj else op.c_float(0.)
bj2LepDR = op.deltaR(jet2.p4, lepton.p4) if has2bj else op.c_float(0.)
bj2LepDEta = op.abs(jet2.eta - lepton.eta) if has2bj else op.c_float(0.)
bj2LepDPhi = op.abs(op.deltaPhi(jet2.p4, lepton.p4)) if has2bj else op.c_float(0.)
bj2MetDPhi = op.abs(self.HLL.SinglepMet_dPhi(jet2, self.corrMET)) if has2bj else op.c_float(0.)
# h->bb related
HbbLepDR = op.deltaR(jet1.p4+jet2.p4, lepton.p4) if has2bj else op.c_float(0.)
HbbLepDEta = op.abs((jet1.p4+jet2.p4).Eta() - lepton.eta) if has2bj else op.c_float(0.)
HbbLepDPhi = op.abs(op.deltaPhi(jet1.p4+jet2.p4, lepton.p4)) if has2bj else op.c_float(0.)
HbbMetDPhi = op.abs(op.deltaPhi(jet1.p4+jet2.p4, self.corrMET.p4)) if has2bj else op.c_float(0.)
cosThetaS_Hbb = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(jet1.p4, jet2.p4) if has2bj else op.c_float(0.)
# Jet-3 variables :: Available for 2b2Wj, 2b1Wj, 1b2Wj, 1b1Wj
wj1_M = jet3.mass if has1wj or has2wj else op.c_float(0.)
wj1_pt = jet3.pt if has1wj or has2wj else op.c_float(0.)
wj1_eta = jet3.eta if has1wj or has2wj else op.c_float(0.)
wj1_phi = jet3.phi if has1wj or has2wj else op.c_float(0.)
wj1_bTagDeepFlavB = jet3.btagDeepFlavB if has1wj or has2wj else op.c_float(0.)
wj1LepDR = op.deltaR(jet3.p4, lepton.p4) if has1wj or has2wj else op.c_float(0.)
wj1LepDEta = op.abs(jet3.eta - lepton.eta) if has1wj or has2wj else op.c_float(0.)
wj1LepDPhi = op.abs(op.deltaPhi(jet3.p4, lepton.p4)) if has1wj or has2wj else op.c_float(0.)
wj1MetDPhi = op.abs(self.HLL.SinglepMet_dPhi(jet3, self.corrMET)) if has1wj or has2wj else op.c_float(0.)
# Jet-4 variables :: Available for 2b2Wj, 1b2Wj
wj2_M = jet4.mass if has2wj else op.c_float(0.)
wj2_pt = jet4.pt if has2wj else op.c_float(0.)
wj2_eta = jet4.eta if has2wj else op.c_float(0.)
wj2_phi = jet4.phi if has2wj else op.c_float(0.)
wj2_bTagDeepFlavB = jet4.btagDeepFlavB if has2wj else op.c_float(0.)
wj2LepDR = op.deltaR(jet4.p4, lepton.p4) if has2wj else op.c_float(0.)
wj2LepDEta = op.abs(jet4.eta - lepton.eta) if has2wj else op.c_float(0.)
wj2LepDPhi = op.abs(op.deltaPhi(jet4.p4, lepton.p4)) if has2wj else op.c_float(0.)
wj2MetDPhi = op.abs(self.HLL.SinglepMet_dPhi(jet4, self.corrMET)) if has2wj else op.c_float(0.)
WjjLepDR = op.deltaR(jet3.p4+jet4.p4, lepton.p4) if has2wj else op.c_float(0.) ###
WjjLepDEta = op.abs((jet3.p4+jet4.p4).Eta() - lepton.eta) if has2wj else op.c_float(0.) ###
WjjLepDPhi = op.abs(op.deltaPhi(jet3.p4+jet4.p4, lepton.p4)) if has2wj else op.c_float(0.) ###
WjjMetDPhi = op.abs(op.deltaPhi(jet3.p4+jet4.p4, self.corrMET.p4)) if has2wj else op.c_float(0.) ###
# h->ww related
HWW_Mass = self.HLL.HWW_simple(jet3.p4,jet4.p4,lepton.p4,self.corrMET).M() if has2wj else op.c_float(0.) # w.r.t. neutrino
HWW_Simple_Mass = self.HLL.HWW_met_simple(jet3.p4,jet4.p4,lepton.p4,self.corrMET.p4).M() if has2wj else op.c_float(0.) # not w.r.t. neutrino
HWW_dR = self.HLL.dR_Hww(jet3.p4,jet4.p4,lepton.p4,self.corrMET) if has2wj else op.c_float(0.)
HWW_dEta = self.HLL.dEta_Hww(jet3.p4,jet4.p4,lepton.p4,self.corrMET) if has2wj else op.c_float(0.)
HWW_dPhi = self.HLL.dPhi_Hww(jet3.p4,jet4.p4,lepton.p4,self.corrMET) if has2wj else op.c_float(0.)
angleBetWWPlane = self.HLL.angleWWplane(lepton.p4, self.corrMET, jet3.p4, jet4.p4) if has2wj else op.c_float(0.)
cosThetaS_Wjj_simple = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(jet3.p4, jet4.p4) if has2wj else op.c_float(0.)
cosThetaS_WW_simple_met = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(self.HLL.Wjj_simple(jet3.p4,jet4.p4),
self.HLL.Wlep_met_simple(lepton.p4, self.corrMET.p4)) if has2wj else op.c_float(0.)
cosThetaS_HH_simple_met = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(self.HLL.bJetCorrP4(jet1)+self.HLL.bJetCorrP4(jet2),
self.HLL.HWW_met_simple(jet3.p4,jet4.p4,lepton.p4,self.corrMET.p4)) if Res2b2Wj else op.c_float(0.)
mHH = (jet3.p4+jet4.p4+lepton.p4+self.corrMET.p4+self.HLL.bJetCorrP4(jet1)+self.HLL.bJetCorrP4(jet2)).M() if Res2b2Wj else op.c_float(0.)
angleBetHWPlane = self.HLL.angleBetPlanes(jet1.p4,jet2.p4,jet3.p4,jet4.p4) if Res2b2Wj else op.c_float(0.)
# neu p4 only for 1b2Wj and 2b2Wj
neuPx = self.HLL.neuP4(jet3.p4+jet4.p4+lepton.p4, self.corrMET).Px() if has2wj else op.c_float(0.)
neuPy = self.HLL.neuP4(jet3.p4+jet4.p4+lepton.p4, self.corrMET).Py() if has2wj else op.c_float(0.)
neuPz = self.HLL.neuP4(jet3.p4+jet4.p4+lepton.p4, self.corrMET).Pz() if has2wj else op.c_float(0.)
neuE = self.HLL.neuP4(jet3.p4+jet4.p4+lepton.p4, self.corrMET).E() if has2wj else op.c_float(0.)
neuPt = self.HLL.neuP4(jet3.p4+jet4.p4+lepton.p4, self.corrMET).Pt() if has2wj else op.c_float(0.)
# diJet dR & dPhi
bj1bj2_DR = op.deltaR(jet1.p4,jet2.p4) if has2bj else op.c_float(0.)
bj1bj2_DPhi = op.abs(op.deltaPhi(jet1.p4,jet2.p4)) if has2bj else op.c_float(0.)
bj1bj2_DEta = op.abs(jet1.eta - jet2.eta) if has2bj else op.c_float(0.)
bj1wj1_DR = op.deltaR(jet1.p4,jet3.p4) if has1wj or has2wj else op.c_float(0.)
bj1wj1_DPhi = op.abs(op.deltaPhi(jet1.p4,jet3.p4)) if has1wj or has2wj else op.c_float(0.)
bj1wj1_DEta = op.abs(jet1.eta - jet3.eta) if has1wj or has2wj else op.c_float(0.)
bj1wj2_DR = op.deltaR(jet1.p4,jet4.p4) if any([Res2b2Wj, Res1b2Wj]) else op.c_float(0.)
bj1wj2_DPhi = op.abs(op.deltaPhi(jet1.p4,jet4.p4)) if any([Res2b2Wj, Res1b2Wj]) else op.c_float(0.)
bj1wj2_DEta = op.abs(jet1.eta - jet4.eta) if any([Res2b2Wj, Res1b2Wj]) else op.c_float(0.)
bj2wj1_DR = op.deltaR(jet2.p4,jet3.p4) if any([Res2b2Wj, Res2b1Wj]) else op.c_float(0.)
bj2wj1_DPhi = op.abs(op.deltaPhi(jet2.p4,jet3.p4)) if any([Res2b2Wj, Res2b1Wj]) else op.c_float(0.)
bj2wj1_DEta = op.abs(jet2.eta - jet3.eta) if any([Res2b2Wj, Res2b1Wj]) else op.c_float(0.)
bj2wj2_DR = op.deltaR(jet2.p4,jet4.p4) if Res2b2Wj else op.c_float(0.)
bj2wj2_DPhi = op.abs(op.deltaPhi(jet2.p4,jet4.p4)) if Res2b2Wj else op.c_float(0.)
bj2wj2_DEta = op.abs(jet2.eta - jet4.eta) if Res2b2Wj else op.c_float(0.)
wj1wj2_DR = op.deltaR(jet3.p4,jet4.p4) if has2wj else op.c_float(0.)
wj1wj2_DPhi = op.abs(op.deltaPhi(jet3.p4,jet4.p4)) if has2wj else op.c_float(0.)
wj1wj2_DEta = op.abs(jet3.eta - jet4.eta) if has2wj else op.c_float(0.)
# VBF variables
VBFj1Px = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].p4.Px(), VBFJetPairsJPA[0][1].p4.Px()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj2Px = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][1].p4.Px(), VBFJetPairsJPA[0][0].p4.Px()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1Py = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].p4.Py(), VBFJetPairsJPA[0][1].p4.Py()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj2Py = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][1].p4.Py(), VBFJetPairsJPA[0][0].p4.Py()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1Pz = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].p4.Pz(), VBFJetPairsJPA[0][1].p4.Pz()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj2Pz = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][1].p4.Pz(), VBFJetPairsJPA[0][0].p4.Pz()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1E = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].p4.E(), VBFJetPairsJPA[0][1].p4.E()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj2E = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][1].p4.E(), VBFJetPairsJPA[0][0].p4.E()),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1pt = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].pt, VBFJetPairsJPA[0][1].pt),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj2pt = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][1].pt, VBFJetPairsJPA[0][0].pt),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1eta = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].eta, VBFJetPairsJPA[0][1].eta),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj2eta = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][1].eta, VBFJetPairsJPA[0][0].eta),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1j2dEta = op.switch(op.rng_len(VBFJetPairsJPA) > 0,op.abs(VBFJetPairsJPA[0][0].eta - VBFJetPairsJPA[0][1].eta),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1j2dPhi = op.switch(op.rng_len(VBFJetPairsJPA) > 0,op.abs(op.deltaPhi(VBFJetPairsJPA[0][0].p4,VBFJetPairsJPA[0][1].p4)),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBFj1j2invM = op.switch(op.rng_len(VBFJetPairsJPA) > 0,op.invariant_mass(VBFJetPairsJPA[0][0].p4, VBFJetPairsJPA[0][1].p4),
op.c_float(0.)) if not Res0b else op.c_float(0.)
VBF_tag = op.c_int(op.rng_len(VBFJetPairsJPA) > 0) if not Res0b else op.c_int(0)
zeppenfeldVar = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.abs(lepton.eta - (VBFJetPairsJPA[0][0].eta + VBFJetPairsJPA[0][1].eta)/2.0)/op.abs(VBFJetPairsJPA[0][0].eta - VBFJetPairsJPA[0][1].eta),
op.c_float(0.)) if not Res0b else op.c_float(0.)
if Res2b2Wj :
pt_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).Pt()+self.HLL.bJetCorrP4(jet2).Pt()+jet3.pt+jet4.pt)/4.0
mass_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).M()+self.HLL.bJetCorrP4(jet2).M()+jet3.mass+jet4.mass)/4.0
bj1bj2_pt = (self.HLL.bJetCorrP4(jet1)+self.HLL.bJetCorrP4(jet2)).Pt()
bj1bj2_M = op.invariant_mass(self.HLL.bJetCorrP4(jet1),self.HLL.bJetCorrP4(jet2))
mT_top_3particle = op.min(self.HLL.mT2(self.HLL.bJetCorrP4(jet1),lepton.p4 ,self.corrMET.p4),
self.HLL.mT2(self.HLL.bJetCorrP4(jet2), lepton.p4, self.corrMET.p4))
avgJetDR = (op.deltaR(jet1.p4,jet2.p4) + op.deltaR(jet1.p4,jet3.p4) + op.deltaR(jet1.p4,jet4.p4) + op.deltaR(jet2.p4,jet3.p4) + op.deltaR(jet2.p4,jet4.p4) + op.deltaR(jet3.p4,jet4.p4))/6.0
avgJetDPhi = (op.abs(op.deltaPhi(jet1.p4,jet2.p4)) + op.abs(op.deltaPhi(jet1.p4,jet3.p4)) + op.abs(op.deltaPhi(jet1.p4,jet4.p4)) + op.abs(op.deltaPhi(jet2.p4,jet3.p4)) + op.abs(op.deltaPhi(jet2.p4,jet4.p4)) + op.abs(op.deltaPhi(jet3.p4,jet4.p4)))/6.0
avgJetDEta = (op.abs(jet1.eta-jet2.eta) + op.abs(jet1.eta-jet3.eta) + op.abs(jet1.eta-jet4.eta) + op.abs(jet2.eta-jet3.eta) + op.abs(jet2.eta-jet4.eta) + op.abs(jet3.eta-jet4.eta))/6.0
minJetDR = self.HLL.MinDiJetDRTight(jet1,jet2,jet3,jet4)
minJetDPhi = self.HLL.MinDiJetDPhiTight(jet1,jet2,jet3,jet4)
minJetDEta = self.HLL.MinDiJetDEtaTight(jet1,jet2,jet3,jet4)
maxJetDR = self.HLL.MaxDiJetDRTight(jet1,jet2,jet3,jet4)
maxJetDEta = self.HLL.MaxDiJetDEtaTight(jet1,jet2,jet3,jet4)
maxJetDPhi = self.HLL.MaxDiJetDPhiTight(jet1,jet2,jet3,jet4)
minLepJetDR = self.HLL.MinDR_lep4j(lepton,jet1,jet2,jet3,jet4)
minLepJetDPhi = self.HLL.MinDPhi_lep4j(lepton,jet1,jet2,jet3,jet4)
minLepJetDEta = self.HLL.MinDEta_lep4j(lepton,jet1,jet2,jet3,jet4)
maxLepJetDR = self.HLL.MaxDR_lep4j(lepton,jet1,jet2,jet3,jet4)
maxLepJetDPhi = self.HLL.MaxDPhi_lep4j(lepton,jet1,jet2,jet3,jet4)
maxLepJetDEta = self.HLL.MaxDEta_lep4j(lepton,jet1,jet2,jet3,jet4)
HT2_lepJetMet = self.HLL.HT2_2b2Wj(lepton,jet1,jet2,jet3,jet4,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_2b2Wj(lepton,jet1,jet2,jet3,jet4,self.corrMET)
wj1wj2_pt = (jet3.p4 + jet4.p4).Pt()
wj1wj2_M = op.invariant_mass(jet3.p4, jet4.p4)
w1w2_MT = self.HLL.MT_W1W2_ljj(lepton,jet3,jet4,self.corrMET) # MT of H->WW->lep, jet3, jet4 and Met
JPAcat = op.c_int(1)
if Res2b1Wj :
pt_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).Pt()+self.HLL.bJetCorrP4(jet2).Pt()+jet3.pt)/3.0
mass_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).M()+self.HLL.bJetCorrP4(jet2).M()+jet3.mass)/3.0
bj1bj2_pt = (self.HLL.bJetCorrP4(jet1)+self.HLL.bJetCorrP4(jet2)).Pt()
bj1bj2_M = op.invariant_mass(self.HLL.bJetCorrP4(jet1),self.HLL.bJetCorrP4(jet2))
mT_top_3particle = op.min(self.HLL.mT2(self.HLL.bJetCorrP4(jet1),lepton.p4 ,self.corrMET.p4),
self.HLL.mT2(self.HLL.bJetCorrP4(jet2), lepton.p4, self.corrMET.p4))
avgJetDR = (op.deltaR(jet1.p4,jet2.p4) + op.deltaR(jet1.p4,jet3.p4) + op.deltaR(jet2.p4,jet3.p4))/3.0
avgJetDPhi = (op.abs(op.deltaPhi(jet1.p4,jet2.p4)) + op.abs(op.deltaPhi(jet1.p4,jet3.p4)) + op.abs(op.deltaPhi(jet2.p4,jet3.p4)))/3.0
avgJetDEta = (op.abs(jet1.eta-jet2.eta) + op.abs(jet1.eta-jet3.eta) + op.abs(jet2.eta-jet3.eta))/3.0
minJetDR = self.HLL.MinDiJetDRLoose(jet1,jet2,jet3)
minJetDPhi = self.HLL.MinDiJetDPhiLoose(jet1,jet2,jet3)
minJetDEta = self.HLL.MinDiJetDEtaLoose(jet1,jet2,jet3)
maxJetDR = self.HLL.MaxDiJetDRLoose(jet1,jet2,jet3)
maxJetDEta = self.HLL.MaxDiJetDEtaLoose(jet1,jet2,jet3)
maxJetDPhi = self.HLL.MaxDiJetDPhiLoose(jet1,jet2,jet3)
minLepJetDR = self.HLL.MinDR_lep3j(lepton,jet1,jet2,jet3)
minLepJetDPhi = self.HLL.MinDPhi_lep3j(lepton,jet1,jet2,jet3)
minLepJetDEta = self.HLL.MinDEta_lep3j(lepton,jet1,jet2,jet3)
maxLepJetDR = self.HLL.MaxDR_lep3j(lepton,jet1,jet2,jet3)
maxLepJetDPhi = self.HLL.MaxDPhi_lep3j(lepton,jet1,jet2,jet3)
maxLepJetDEta = self.HLL.MaxDEta_lep3j(lepton,jet1,jet2,jet3)
HT2_lepJetMet = self.HLL.HT2_2b1Wj(lepton,jet1,jet2,jet3,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_2b1Wj(lepton,jet1,jet2,jet3,self.corrMET)
wj1wj2_pt = jet3.pt
wj1wj2_M = jet3.p4.M()
w1w2_MT = self.HLL.MT_W1W2_lj(lepton,jet3,self.corrMET) # MT of H->WW->lep, jet3 and Met
JPAcat = op.c_int(2)
if Res1b2Wj :
pt_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).Pt()+jet3.pt+jet4.pt)/3.0
mass_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).M()+jet3.mass+jet4.mass)/3.0
bj1bj2_pt = self.HLL.bJetCorrP4(jet1).Pt()
bj1bj2_M = self.HLL.bJetCorrP4(jet1).M()
mT_top_3particle = self.HLL.mT2(self.HLL.bJetCorrP4(jet1),lepton.p4 ,self.corrMET.p4)
avgJetDR = (op.deltaR(jet1.p4,jet3.p4) + op.deltaR(jet1.p4,jet4.p4) + op.deltaR(jet3.p4,jet4.p4))/3.0
avgJetDPhi = (op.abs(op.deltaPhi(jet1.p4,jet3.p4)) + op.abs(op.deltaPhi(jet1.p4,jet4.p4)) + op.abs(op.deltaPhi(jet3.p4,jet4.p4)))/3.0
avgJetDEta = (op.abs(jet1.eta-jet3.eta) + op.abs(jet1.eta-jet4.eta) + op.abs(jet3.eta-jet4.eta))/3.0
minJetDR = self.HLL.MinDiJetDRLoose(jet1,jet3,jet4)
minJetDPhi = self.HLL.MinDiJetDPhiLoose(jet1,jet3,jet4)
minJetDEta = self.HLL.MinDiJetDEtaLoose(jet1,jet3,jet4)
maxJetDR = self.HLL.MaxDiJetDRLoose(jet1,jet3,jet4)
maxJetDPhi = self.HLL.MaxDiJetDPhiLoose(jet1,jet3,jet4)
maxJetDEta = self.HLL.MaxDiJetDEtaLoose(jet1,jet3,jet4)
minLepJetDR = self.HLL.MinDR_lep3j(lepton,jet1,jet3,jet4)
minLepJetDPhi = self.HLL.MinDPhi_lep3j(lepton,jet1,jet3,jet4)
minLepJetDEta = self.HLL.MinDEta_lep3j(lepton,jet1,jet3,jet4)
maxLepJetDR = self.HLL.MaxDR_lep3j(lepton,jet1,jet3,jet4)
maxLepJetDPhi = self.HLL.MaxDPhi_lep3j(lepton,jet1,jet3,jet4)
maxLepJetDEta = self.HLL.MaxDEta_lep3j(lepton,jet1,jet3,jet4)
HT2_lepJetMet = self.HLL.HT2_1b2Wj(lepton,jet1,jet3,jet4,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_1b2Wj(lepton,jet1,jet3,jet4,self.corrMET)
wj1wj2_pt = (jet3.p4 + jet4.p4).Pt()
wj1wj2_M = op.invariant_mass(jet3.p4, jet4.p4)
w1w2_MT = self.HLL.MT_W1W2_ljj(lepton,jet3,jet4,self.corrMET) # MT of H->WW->lep, jet3, jet4 and Met
JPAcat = op.c_int(3)
if Res2b0Wj :
pt_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).Pt()+self.HLL.bJetCorrP4(jet2).Pt())/2.0
mass_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).M()+self.HLL.bJetCorrP4(jet2).M())/2.0
bj1bj2_pt = (self.HLL.bJetCorrP4(jet1)+self.HLL.bJetCorrP4(jet2)).Pt()
bj1bj2_M = op.invariant_mass(self.HLL.bJetCorrP4(jet1),self.HLL.bJetCorrP4(jet2))
mT_top_3particle = op.min(self.HLL.mT2(self.HLL.bJetCorrP4(jet1),lepton.p4 ,self.corrMET.p4),
self.HLL.mT2(self.HLL.bJetCorrP4(jet2), lepton.p4, self.corrMET.p4))
avgJetDR = op.deltaR(jet1.p4,jet2.p4)
avgJetDPhi = op.abs(op.deltaPhi(jet1.p4,jet2.p4))
avgJetDEta = op.abs(jet1.eta - jet2.eta)
minJetDR = op.deltaR(jet1.p4,jet2.p4)
minJetDPhi = op.abs(op.deltaPhi(jet1.p4,jet2.p4))
minJetDEta = op.abs(jet1.eta - jet2.eta)
maxJetDR = op.deltaR(jet1.p4,jet2.p4)
maxJetDPhi = op.abs(op.deltaPhi(jet1.p4,jet2.p4))
maxJetDEta = op.abs(jet1.eta-jet2.eta)
minLepJetDR = self.HLL.MinDR_lep2j(lepton,jet1,jet2)
minLepJetDPhi = self.HLL.MinDPhi_lep2j(lepton,jet1,jet2)
minLepJetDEta = self.HLL.MinDEta_lep2j(lepton,jet1,jet2)
maxLepJetDR = self.HLL.MaxDR_lep2j(lepton,jet1,jet2)
maxLepJetDPhi = self.HLL.MaxDPhi_lep2j(lepton,jet1,jet2)
maxLepJetDEta = self.HLL.MaxDEta_lep2j(lepton,jet1,jet2)
HT2_lepJetMet = self.HLL.HT2_2b0Wj(lepton,jet1,jet2,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_2b0Wj(lepton,jet1,jet2,self.corrMET)
wj1wj2_pt = op.c_float(0.)
wj1wj2_M = op.c_float(0.)
w1w2_MT = op.c_float(0.) # MT of H->WW->lep, jet3 and Met
JPAcat = op.c_int(4)
if Res1b1Wj :
pt_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).Pt()+jet3.pt)/2.0
mass_taggedJetsAvg = (self.HLL.bJetCorrP4(jet1).M()+jet3.mass)/2.0
bj1bj2_pt = self.HLL.bJetCorrP4(jet1).Pt()
bj1bj2_M = self.HLL.bJetCorrP4(jet1).M()
mT_top_3particle = self.HLL.mT2(self.HLL.bJetCorrP4(jet1),lepton.p4 ,self.corrMET.p4)
avgJetDR = op.deltaR(jet1.p4,jet3.p4)
avgJetDPhi = op.abs(op.deltaPhi(jet1.p4,jet3.p4))
avgJetDEta = op.abs(jet1.eta - jet3.eta)
minJetDR = op.deltaR(jet1.p4,jet3.p4)
minJetDPhi = op.abs(op.deltaPhi(jet1.p4,jet3.p4))
minJetDEta = op.abs(jet1.eta-jet3.eta)
maxJetDR = op.deltaR(jet1.p4,jet3.p4)
maxJetDPhi = op.abs(op.deltaPhi(jet1.p4,jet3.p4))
maxJetDEta = op.abs(jet1.eta-jet3.eta)
minLepJetDR = self.HLL.MinDR_lep2j(lepton,jet1,jet3)
minLepJetDPhi = self.HLL.MinDPhi_lep2j(lepton,jet1,jet3)
minLepJetDEta = self.HLL.MinDEta_lep2j(lepton,jet1,jet3)
maxLepJetDR = self.HLL.MaxDR_lep2j(lepton,jet1,jet3)
maxLepJetDPhi = self.HLL.MaxDPhi_lep2j(lepton,jet1,jet3)
maxLepJetDEta = self.HLL.MaxDEta_lep2j(lepton,jet1,jet3)
HT2_lepJetMet = self.HLL.HT2_1b1Wj(lepton,jet1,jet3,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_1b1Wj(lepton,jet1,jet3,self.corrMET)
wj1wj2_pt = jet3.pt
wj1wj2_M = jet3.p4.M()
w1w2_MT = self.HLL.MT_W1W2_lj(lepton,jet3,self.corrMET) # MT of H->WW->lep, jet3 and Met
JPAcat = op.c_int(5)
if Res1b0Wj :
pt_taggedJetsAvg = self.HLL.bJetCorrP4(jet1).Pt()
mass_taggedJetsAvg = self.HLL.bJetCorrP4(jet1).M()
bj1bj2_pt = self.HLL.bJetCorrP4(jet1).Pt()
bj1bj2_M = self.HLL.bJetCorrP4(jet1).M()
mT_top_3particle = self.HLL.mT2(self.HLL.bJetCorrP4(jet1),lepton.p4 ,self.corrMET.p4)
avgJetDR = op.c_float(0.)
avgJetDPhi = op.c_float(0.)
avgJetDEta = op.c_float(0.)
minJetDR = op.c_float(0.)
minJetDPhi = op.c_float(0.)
minJetDEta = op.c_float(0.)
maxJetDR = op.c_float(0.)
maxJetDPhi = op.c_float(0.)
maxJetDEta = op.c_float(0.)
minLepJetDR = op.deltaR(lepton.p4, jet1.p4)
minLepJetDPhi = op.abs(op.deltaPhi(lepton.p4, jet1.p4))
minLepJetDEta = op.abs(lepton.eta- jet1.eta)
maxLepJetDR = op.deltaR(lepton.p4, jet1.p4)
maxLepJetDPhi = op.abs(op.deltaPhi(lepton.p4, jet1.p4))
maxLepJetDEta = op.abs(lepton.eta- jet1.eta)
HT2_lepJetMet = self.HLL.HT2_1b0Wj(lepton,jet1,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_1b0Wj(lepton,jet1,self.corrMET)
wj1wj2_pt = op.c_float(0.)
wj1wj2_M = op.c_float(0.)
w1w2_MT = op.c_float(0.)
JPAcat = op.c_int(6)
if Res0b :
pt_taggedJetsAvg = op.c_float(0.)
mass_taggedJetsAvg = op.c_float(0.)
bj1bj2_pt = op.c_float(0.)
bj1bj2_M = op.c_float(0.)
mT_top_3particle = op.c_float(0.)
avgJetDR = op.c_float(0.)
avgJetDPhi = op.c_float(0.)
avgJetDEta = op.c_float(0.)
minJetDR = op.c_float(0.)
minJetDPhi = op.c_float(0.)
minJetDEta = op.c_float(0.)
maxJetDR = op.c_float(0.)
maxJetDPhi = op.c_float(0.)
maxJetDEta = op.c_float(0.)
minLepJetDR = op.c_float(0.)
minLepJetDPhi = op.c_float(0.)
minLepJetDEta = op.c_float(0.)
maxLepJetDR = op.c_float(0.)
maxLepJetDPhi = op.c_float(0.)
maxLepJetDEta = op.c_float(0.)
HT2_lepJetMet = self.HLL.HT2_0b(lepton,self.corrMET)
HT2R_lepJetMet = self.HLL.HT2R_0b(lepton,self.corrMET)
wj1wj2_pt = op.c_float(0.)
wj1wj2_M = op.c_float(0.)
w1w2_MT = op.c_float(0.)
JPAcat = op.c_int(7)
return{('L12b2Wj', 'L1_2b2Wj', (25,0,1)): L1out[0],
('L12b1Wj', 'L1_2b1Wj', (25,0,1)): L1out[1],
('L11b2Wj', 'L1_1b2Wj', (25,0,1)): L1out[2],
('L12b0Wj', 'L1_2b0Wj', (25,0,1)): L1out[3],
('L11b1Wj', 'L1_1b1Wj', (25,0,1)): L1out[4],
('L11b0Wj', 'L1_1b0Wj', (25,0,1)): L1out[5],
('L22b2Wj', 'L2_2b2Wj', (25,0,1)): L2out[0],
('L22b1Wj', 'L2_2b1Wj', (25,0,1)): L2out[1],
('L21b2Wj', 'L2_1b2Wj', (25,0,1)): L2out[2],
('L22b0Wj', 'L2_2b0Wj', (25,0,1)): L2out[3],
('L21b1Wj', 'L2_1b1Wj', (25,0,1)): L2out[4],
('L21b0Wj', 'L2_1b0Wj', (25,0,1)): L2out[5],
('L20b', 'L2_0b', (25,0,1)): L2out[6],
('leppdgId', 'leppdgId', (45,-22.,22.)): lepton.pdgId,
('lepcharge', 'lepcharge', (3,-1,1.)): lepton.charge,
('lepE', 'lepE', (50,0.,500.)): lep_E,
('lepPx', 'lepPx', (50,-250.,250.)): lep_Px,
('lepPy', 'lepPy', (50,-250.,250.)): lep_Py,
('lepPz', 'lepPz', (50,-250.,250.)): lep_Pz,
('bj1E', 'bj1E', (50,0.,500.)): bj1_E,
('bj1Px', 'bj1Px', (50,-250.,250.)): bj1_Px,
('bj1Py', 'bj1Py', (50,-250.,250.)): bj1_Py,
('bj1Pz', 'bj1Pz', (50,-250.,250.)): bj1_Pz,
('bj2E', 'bj2E', (50,0.,500.)): bj2_E,
('bj2Px', 'bj2Px', (50,-250.,250.)): bj2_Px,
('bj2Py', 'bj2Py', (50,-250.,250.)): bj2_Py,
('bj2Pz', 'bj2Pz', (50,-250.,250.)): bj2_Pz,
('wj1E', 'wj1E', (50,0.,500.)): wj1_E,
('wj1Px', 'wj1Px', (50,-250.,250.)): wj1_Px,
('wj1Py', 'wj1Py', (50,-250.,250.)): wj1_Py,
('wj1Pz', 'wj1Pz', (50,-250.,250.)): wj1_Pz,
('wj2E', 'wj2E', (50,0.,500.)): wj2_E,
('wj2Px', 'wj2Px', (50,-250.,250.)): wj2_Px,
('wj2Py', 'wj2Py', (50,-250.,250.)): wj2_Py,
('wj2Pz', 'wj2Pz', (50,-250.,250.)): wj2_Pz,
('lepmetDPhi', 'lepmet_DPhi', (20,0,3.2)): op.abs(self.HLL.SinglepMet_dPhi(lepton, self.corrMET)),
('lepmetPt', 'lepmet_pt', (50,0,300)): self.HLL.SinglepMet_Pt(lepton, self.corrMET),
('lepMT', 'lep_MT', (40,0,200)): self.HLL.MT(lepton, self.corrMET),
('lepConept', 'lep_conept', (40,0,200)): self.HLL.lambdaConePt(lepton),
('minDRLepAllJets', 'minDR_lep_allJets', (5,0,5)): self.HLL.MinDR_part1_partCont(lepton, self.ak4Jets),
('minDEtaLepAllJets', 'minDEta_lep_allJets', (5,0,5)): self.HLL.MinDEta_part1_partCont(lepton, self.ak4Jets),
('bj1M', 'bj1_M', (50,0.,500.)): bj1_M,
('bj1Pt', 'bj1_Pt', (50,-250.,250.)): bj1_pt,
('bj1Eta', 'bj1_Eta', (50,0.,5.)): bj1_eta,
('bj1Phi', 'bj1Phi', (50,0.,5.)): bj1_phi,
('bj1bTagDeepFlavB', 'bj1_bTagDeepFlavB', (50,0.,1.)): bj1_bTagDeepFlavB,
('bj1LepDR', 'bj1LepDR', (50,0.,5.)): bj1LepDR,
('bj1LepDEta', 'bj1LepDEta', (50,0.,5.)): bj1LepDEta,
('bj1LepDPhi', 'bj1LepDPhi', (50,0.,5.)): bj1LepDPhi,
('bj1MetDPhi', 'bj1MetDPhi', (50,0.,5.)): bj1MetDPhi,
('bj2M', 'bj2_M', (50,0.,500.)): bj2_M,
('bj2Pt', 'bj2_Pt', (50,-250.,250.)): bj2_pt,
('bj2Eta', 'bj2_Eta', (50,0.,5.)): bj2_eta,
('bj2Phi', 'bj2Phi', (50,0.,5.)): bj2_phi,
('bj2bTagDeepFlavB', 'bj2_bTagDeepFlavB', (50,0.,1.)): bj2_bTagDeepFlavB,
('bj2LepDR', 'bj2LepDR', (50,0.,5.)): bj2LepDR,
('bj2LepDEta', 'bj2LepDEta', (50,0.,5.)): bj2LepDEta,
('bj2LepDPhi', 'bj2LepDPhi', (50,0.,5.)): bj2LepDPhi,
('bj2MetDPhi', 'bj2MetDPhi', (50,0.,5.)): bj2MetDPhi,
('HbbLepDR', 'HbbLepDR', (50,0.,5.)): HbbLepDR,
('HbbLepDEta', 'HbbLepDEta', (50,0.,5.)): HbbLepDEta,
('HbbLepDPhi', 'HbbLepDPhi', (50,0.,5.)): HbbLepDPhi,
('HbbMetDPhi', 'HbbMetDPhi', (50,0.,5.)): HbbMetDPhi,
('cosThetaSHbb', 'cosThetaS_Hbb', (50,0.,1.)): cosThetaS_Hbb,
('wj1M', 'wj1_M', (50,0.,500.)): wj1_M,
('wj1Pt', 'wj1_Pt', (50,-250.,250.)): wj1_pt,
('wj1Eta', 'wj1_Eta', (50,0.,5.)): wj1_eta,
('wj1Phi', 'wj1Phi', (50,0.,5.)): wj1_phi,
('wj1bTagDeepFlavB', 'wj1_bTagDeepFlavB', (50,0.,1.)): wj1_bTagDeepFlavB,
('wj1LepDR', 'wj1LepDR', (50,0.,5.)): wj1LepDR,
('wj1LepDEta', 'wj1LepDEta', (50,0.,5.)): wj1LepDEta,
('wj1LepDPhi', 'wj1LepDPhi', (50,0.,5.)): wj1LepDPhi,
('wj1MetDPhi', 'wj1MetDPhi', (50,0.,5.)): wj1MetDPhi,
('wj2M', 'wj2_M', (50,0.,500.)): wj2_M,
('wj2Pt', 'wj2_Pt', (50,-250.,250.)): wj2_pt,
('wj2Eta', 'wj2_Eta', (50,0.,5.)): wj2_eta,
('wj2Phi', 'wj2Phi', (50,0.,5.)): wj2_phi,
('wj2bTagDeepFlavB', 'wj2_bTagDeepFlavB', (50,0.,1.)): wj2_bTagDeepFlavB,
('wj2LepDR', 'wj2LepDR', (50,0.,5.)): wj2LepDR,
('wj2LepDEta', 'wj2LepDEta', (50,0.,5.)): wj2LepDEta,
('wj2LepDPhi', 'wj2LepDPhi', (50,0.,5.)): wj2LepDPhi,
('wj2MetDPhi', 'w21MetDPhi', (50,0.,5.)): wj2MetDPhi,
('WjjLepDR', 'wLepDR', (50,0.,5.)): WjjLepDR,
('WjjLepDEta', 'wLepDEta', (50,0.,5.)): WjjLepDEta,
('WjjLepDPhi', 'wLepDPhi', (50,0.,5.)): WjjLepDPhi,
('WjjMetDPhi', 'wMetDPhi', (50,0.,5.)): WjjMetDPhi,
('HWWMass', 'HWW_Mass', (50,0.,300.)): HWW_Mass,
('HWWSimpleMass', 'HWW_Simple_Mass', (50,0.,300.)): HWW_Simple_Mass,
('HWWdR', 'HWW_dR', (50,0.,5.)): HWW_dR,
('HWWdPhi', 'HWW_dPhi', (50,0.,5.)): HWW_dPhi,
('HWWdEta', 'HWW_dEta', (50,0.,5.)): HWW_dEta,
('angleBetWWPlane', 'angleBetWWPlane', (50,0.,5.)): angleBetWWPlane,
('cosThetaSWjjSimple', 'cosThetaS_Wjj_simple', (20,0.,1.)): cosThetaS_Wjj_simple,
('cosThetaSWWSimpleMet', 'cosThetaS_WW_simple_met', (20,0.,1.)): cosThetaS_WW_simple_met,
('cosThetaSHHSimpleMet', 'cosThetaS_HH_simple_met', (20,0.,1.)): cosThetaS_HH_simple_met,
('mHH', 'mHH', (50,0.,300.)): mHH,
('angleBetHWPlane', 'angleBetHWPlane', (50,0.,5.)): angleBetHWPlane,
('neuPx', 'neuPx', (50,-100.,100.)): neuPx,
('neuPy', 'neuPy', (50,-100.,100.)): neuPy,
('neuPz', 'neuPz', (50,-100.,100.)): neuPz,
('neuPt', 'neuPt', (50,-100.,100.)): neuPt,
('neuE', 'neuE', (50,-100.,100.)): neuE,
('bj1bj2DR', 'bj1bj2_DR', (50,0.,5)): bj1bj2_DR,
('bj1bj2DPhi', 'bj1bj2_DPhi', (50,0.,5)): bj1bj2_DPhi,
('bj1bj2DEta', 'bj1bj2_DEta', (50,0.,5)): bj1bj2_DEta,
('bj1wj1DR', 'bj1wj1_DR', (50,0.,5)): bj1wj1_DR,
('bj1wj1DPhi', 'bj1wj1_DPhi', (50,0.,5)): bj1wj1_DPhi,
('bj1wj1DEta', 'bj1wj1_DEta', (50,0.,5)): bj1wj1_DEta,
('bj1wj2DR', 'bj1wj2_DR', (50,0.,5)): bj1wj2_DR,
('bj1wj2DPhi', 'bj1wj2_DPhi', (50,0.,5)): bj1wj2_DPhi,
('bj1wj2DEta', 'bj1wj2_DEta', (50,0.,5)): bj1wj2_DEta,
('bj2wj1DR', 'bj2wj1_DR', (50,0.,5)): bj2wj1_DR,
('bj2wj1DPhi', 'bj2wj1_DPhi', (50,0.,5)): bj2wj1_DPhi,
('bj2wj1DEta', 'bj2wj1_DEta', (50,0.,5)): bj2wj1_DEta,
('bj2wj2DR', 'bj2wj2_DR', (50,0.,5)): bj2wj2_DR,
('bj2wj2DPhi', 'bj2wj2_DPhi', (50,0.,5)): bj2wj2_DPhi,
('bj2wj2DEta', 'bj2wj2_DEta', (50,0.,5)): bj2wj2_DEta,
('wj1wj2DR', 'wj1wj2_DR', (50,0.,5)): wj1wj2_DR,
('wj1wj2DPhi', 'wj1wj2_DPhi', (50,0.,5)): wj1wj2_DPhi,
('wj1wj2DEta', 'wj1wj2_DEta', (50,0.,5)): wj1wj2_DEta,
('VBFj1Px', 'VBFj1Px', (50,0.,200)): VBFj1Px,
('VBFj1Py', 'VBFj1Py', (50,0.,200)): VBFj1Py,
('VBFj1Pz', 'VBFj1Pz', (50,0.,200)): VBFj1Pz,
('VBFj1E', 'VBFj1E', (50,0.,200)): VBFj1E,
('VBFj1pt', 'VBFj1pt', (50,0.,200)): VBFj1pt,
('VBFj1eta', 'VBFj1eta', (50,0.,200)): VBFj1eta,
('VBFj2Px', 'VBFj2Px', (50,0.,200)): VBFj2Px,
('VBFj2Py', 'VBFj2Py', (50,0.,200)): VBFj2Py,
('VBFj2Pz', 'VBFj2Pz', (50,0.,200)): VBFj2Pz,
('VBFj2E', 'VBFj2E', (50,0.,200)): VBFj2E,
('VBFj2pt', 'VBFj2pt', (50,0.,200)): VBFj2pt,
('VBFj2eta', 'VBFj2eta', (50,0.,200)): VBFj2eta,
('VBFj1j2dEta', 'VBFj1j2dEta', (50,0.,200)): VBFj1j2dEta,
('VBFj1j2dPhi', 'VBFj1j2dPhi', (50,0.,200)): VBFj1j2dPhi,
('VBFj1j2invM', 'VBFj1j2invM', (50,0.,200)): VBFj1j2invM,
('VBFtag', 'VBF_tag', (2, 0, 2)): VBF_tag,
('zeppenfeldVar', 'zeppenfeldVar', (50,0.,200)): zeppenfeldVar,
('ptTaggedJetsAvg', 'pt_taggedJetsAvg', (50,0.,200)): pt_taggedJetsAvg,
('massTaggedJetsAvg', 'mass_taggedJetsAvg', (50,0.,200)): mass_taggedJetsAvg,
('bj1bj2Pt', 'bj1bj2_pt', (50,0.,200)): bj1bj2_pt,
('bj1bj2M', 'bj1bj2_M', (50,0.,200)): bj1bj2_M,
('mTtop3particle', 'mT_top_3particle', (50,0.,200)): mT_top_3particle,
('avgJetDR', 'avgJetDR', (50,0.,200)): avgJetDR,
('minJetDR', 'minJetDR', (50,0.,200)): minJetDR,
('maxJetDR', 'maxJetDR', (50,0.,200)): maxJetDR,
('minLepJetDR', 'minLepJetDR', (50,0.,200)): minLepJetDR,
('maxLepJetDR', 'maxLepJetDR', (50,0.,200)): maxLepJetDR,
('avgJetDEta', 'avgJetDEta', (50,0.,200)): avgJetDEta,
('minJetDEta', 'minJetDEta', (50,0.,200)): minJetDEta,
('maxJetDEta', 'maxJetDEta', (50,0.,200)): maxJetDEta,
('minLepJetDEta', 'minLepJetDEta', (50,0.,200)): minLepJetDEta,
('maxLepJetDEta', 'maxLepJetDEta', (50,0.,200)): maxLepJetDEta,
('avgJetDPhi', 'avgJetDPhi', (50,0.,200)): avgJetDPhi,
('minJetDPhi', 'minJetDPhi', (50,0.,200)): minJetDPhi,
('maxJetDPhi', 'maxJetDPhi', (50,0.,200)): maxJetDPhi,
('minLepJetDPhi', 'minLepJetDPhi', (50,0.,200)): minLepJetDPhi,
('maxLepJetDPhi', 'maxLepJetDPhi', (50,0.,200)): maxLepJetDPhi,
('HT2LepJetMet', 'HT2_lepJetMet', (50,0.,200)): HT2_lepJetMet,
('HT2RLepJetMet', 'HT2R_lepJetMet', (50,0.,200)): HT2R_lepJetMet,
('wj1wj2Pt', 'wj1wj2_pt', (50,0.,200)): wj1wj2_pt,
('wj1wj2M', 'wj1wj2_M', (50,0.,200)): wj1wj2_M,
('w1w2MT', 'w1w2_MT', (50,0.,200)): w1w2_MT,
('JPAcat', 'JPAcat', (8,0.,8)): JPAcat
}
def returnLBNInputs_Resolved(self,lepton,jpaSelectedJets,jpaArg) :
Res2b2Wj = False
Res2b1Wj = False
Res1b2Wj = False
Res2b0Wj = False
Res1b1Wj = False
Res1b0Wj = False
Res0b = False
if jpaArg == 'Res2b2Wj':
Res2b2Wj = True
jet1 = jpaSelectedJets[0]
jet2 = jpaSelectedJets[1]
jet3 = jpaSelectedJets[2]
jet4 = jpaSelectedJets[3]
elif jpaArg == 'Res2b1Wj':
Res2b1Wj = True
jet1 = jpaSelectedJets[0]
jet2 = jpaSelectedJets[1]
jet3 = jpaSelectedJets[2]
jet4 = None
elif jpaArg == 'Res1b2Wj':
Res1b2Wj = True
jet1 = jpaSelectedJets[0]
jet2 = None
jet3 = jpaSelectedJets[1]
jet4 = jpaSelectedJets[2]
elif jpaArg == 'Res2b0Wj':
Res2b0Wj = True
jet1 = jpaSelectedJets[0]
jet2 = jpaSelectedJets[1]
jet3 = None
jet4 = None
elif jpaArg == 'Res1b1Wj':
Res1b1Wj = True
jet1 = jpaSelectedJets[0]
jet2 = None
jet3 = jpaSelectedJets[1]
jet4 = None
elif jpaArg == 'Res1b0Wj':
Res1b0Wj = True
jet1 = jpaSelectedJets[0]
jet2 = None
jet3 = None
jet4 = None
elif jpaArg == 'Res0b':
Res0b = True
jet1 = None
jet2 = None
jet3 = None
jet4 = None
else:
raise RuntimeError('Resolved JPA category is not mentioned!')
# 4 bools to make this easy
has2bj = any([Res2b2Wj, Res2b1Wj, Res2b0Wj])
has1bj = any([Res1b2Wj, Res1b1Wj, Res1b0Wj])
has2wj = any([Res2b2Wj, Res1b2Wj])
has1wj = any([Res2b1Wj, Res1b1Wj])
lep_Px = lepton.p4.Px();
lep_Py = lepton.p4.Py();
lep_Pz = lepton.p4.Pz();
lep_E = lepton.p4.E();
bj1_Px = self.HLL.bJetCorrP4(jet1).Px() if not Res0b else op.c_float(0.)
bj1_Py = self.HLL.bJetCorrP4(jet1).Py() if not Res0b else op.c_float(0.)
bj1_Pz = self.HLL.bJetCorrP4(jet1).Pz() if not Res0b else op.c_float(0.)
bj1_E = self.HLL.bJetCorrP4(jet1).E() if not Res0b else op.c_float(0.)
bj2_Px = self.HLL.bJetCorrP4(jet2).Px() if has2bj else op.c_float(0.)
bj2_Py = self.HLL.bJetCorrP4(jet2).Py() if has2bj else op.c_float(0.)
bj2_Pz = self.HLL.bJetCorrP4(jet2).Pz() if has2bj else op.c_float(0.)
bj2_E = self.HLL.bJetCorrP4(jet2).E() if has2bj else op.c_float(0.)
wj1_Px = jet3.p4.Px() if has1wj or has2wj else op.c_float(0.)
wj1_Py = jet3.p4.Py() if has1wj or has2wj else op.c_float(0.)
wj1_Pz = jet3.p4.Pz() if has1wj or has2wj else op.c_float(0.)
wj1_E = jet3.p4.E() if has1wj or has2wj else op.c_float(0.)
wj2_Px = jet4.p4.Px() if has2wj else op.c_float(0.)
wj2_Py = jet4.p4.Py() if has2wj else op.c_float(0.)
wj2_Pz = jet4.p4.Pz() if has2wj else op.c_float(0.)
wj2_E = jet4.p4.E() if has2wj else op.c_float(0.)
return {('lepE', 'lepE', (50,0.,500.)): lep_E,
('lepPx', 'lepPx', (50,-250.,250.)): lep_Px,
('lepPy', 'lepPy', (50,-250.,250.)): lep_Py,
('lepPz', 'lepPz', (50,-250.,250.)): lep_Pz,
('bj1E', 'bj1E', (50,0.,500.)): bj1_E,
('bj1Px', 'bj1Px', (50,-250.,250.)): bj1_Px,
('bj1Py', 'bj1Py', (50,-250.,250.)): bj1_Py,
('bj1Pz', 'bj1Pz', (50,-250.,250.)): bj1_Pz,
('bj2E', 'bj2E', (50,0.,500.)): bj2_E,
('bj2Px', 'bj2Px', (50,-250.,250.)): bj2_Px,
('bj2Py', 'bj2Py', (50,-250.,250.)): bj2_Py,
('bj2Pz', 'bj2Pz', (50,-250.,250.)): bj2_Pz,
('wj1E', 'wj1E', (50,0.,500.)): wj1_E,
('wj1Px', 'wj1Px', (50,-250.,250.)): wj1_Px,
('wj1Py', 'wj1Py', (50,-250.,250.)): wj1_Py,
('wj1Pz', 'wj1Pz', (50,-250.,250.)): wj1_Pz,
('wj2E', 'wj2E', (50,0.,500.)): wj2_E,
('wj2Px', 'wj2Px', (50,-250.,250.)): wj2_Px,
('wj2Py', 'wj2Py', (50,-250.,250.)): wj2_Py,
('wj2Pz', 'wj2Pz', (50,-250.,250.)): wj2_Pz
}
### --------------------------------------------------------------------------------------------------------- ###
### Boosted ###
### --------------------------------------------------------------------------------------------------------- ###
def returnCommonInputs_Boosted(self):
return{('METpx', 'METpx', (50, 0, 300)): self.corrMET.p4.Px(),
('METpy', 'METpy', (50, 0, 300)): self.corrMET.p4.Py(),
('METpz', 'METpz', (50, 0, 300)): self.corrMET.p4.Pz(),
('METenergy', 'METenergy', (50, 0, 300)): self.corrMET.p4.E(),
('METpt', 'METpt', (50, 0, 300)): self.corrMET.pt,
('METphi', 'METphi', (50, 0, 300)): self.corrMET.phi,
('METLD', 'MET_LD', (40,0,200)): self.HLL.MET_LD_DL(self.corrMET, self.ak4Jets, self.electronsFakeSel, self.muonsFakeSel),
('nfakeableMuons', 'nfakeableMuons', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.muonsFakeSel)),
('nfakeableElectrons', 'nfakeableElectrons', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.electronsFakeSel)),
('hT', 'hT', (50,0,300)): op.static_cast("Float_t", self.HLL.HT_SL(self.ak4Jets)),
('hTwithCleanAk4', 'hT_withCleanAk4', (50,0,300)): op.static_cast("Float_t", self.HLL.HT_SL(self.ak4JetsCleanedFromAk8b)),
('hTwithAk8', 'hT_withAk8', (50,0,300)): op.static_cast("Float_t", (self.ak8BJets[0].pt+self.HLL.HT_SL(self.ak4JetsCleanedFromAk8b))),
('nAk4Jets', 'nAk4Jets', (10,0,10)): op.static_cast("UInt_t",op.rng_len(self.ak4Jets)),
('nAk4BJets', 'nAk4BJets', (10,0,10)): op.static_cast("UInt_t",op.rng_len(self.ak4BJets)),
('nAk4BJetsLoose', 'nAk4BJetsLoose', (10,0,10)): op.static_cast("UInt_t",op.rng_len(self.ak4BJetsLoose)),
('nAk8Jets', 'nAk8Jets', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.ak8Jets)),
('nAk8BJets', 'nAk8BJets', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.ak8BJets)),
('nAk4JetsCleandWithAk8b', 'nAk4JetsCleandWithAk8b', (5,0,5)): op.static_cast("UInt_t",op.rng_len(self.ak4JetsCleanedFromAk8b))
}
def returnClassicInputs_Boosted(self, lepton, jpaSelectedJets, L1out, L2out, jpaArg):
#######################################
# Hbb2Wj : jet1 jet2 jet3 jet4
# Hbb1Wj : jet1 jet2 jet3 jet4=0
# Hbb0Wj : jet1 jet2 jet3=0 jet4=0
#######################################
Hbb2Wj = False
Hbb1Wj = False
Hbb0Wj = False
fjet = self.ak8BJets[0]
if jpaArg == 'Hbb2Wj':
Hbb2Wj = True
jet3 = jpaSelectedJets[0]
jet4 = jpaSelectedJets[1]
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Boosted(self.ak8BJets, jpaSelectedJets, 2)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Hbb1Wj':
Hbb1Wj = True
jet3 = jpaSelectedJets[0]
jet4 = None
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Boosted(self.ak8BJets, jpaSelectedJets, 1)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
elif jpaArg == 'Hbb0Wj':
Hbb0Wj = True
jet3 = None
jet4 = None
VBFJetPairsJPA = op.sort(op.combine(op.select(self.VBFJets, cleanVBFwithJPA_Boosted_rest(self.ak8BJets)), N=2, pred=self.lambda_VBFPair),
lambda dijet : -op.invariant_mass(dijet[0].p4,dijet[1].p4))
else:
raise RuntimeError('Boosted JPA category is not mentioned!')
wj1_Px = jet3.p4.Px() if not Hbb0Wj else op.c_float(0.)
wj1_Py = jet3.p4.Py() if not Hbb0Wj else op.c_float(0.)
wj1_Pz = jet3.p4.Pz() if not Hbb0Wj else op.c_float(0.)
wj1_E = jet3.p4.E() if not Hbb0Wj else op.c_float(0.)
wj2_Px = jet4.p4.Px() if Hbb2Wj else op.c_float(0.)
wj2_Py = jet4.p4.Py() if Hbb2Wj else op.c_float(0.)
wj2_Pz = jet4.p4.Pz() if Hbb2Wj else op.c_float(0.)
wj2_E = jet4.p4.E() if Hbb2Wj else op.c_float(0.)
# FatJet Variables
fatbj_pt = fjet.pt
fatbj_eta = fjet.eta
fatbj_phi = fjet.phi
fatbj_sub1pt = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, fjet.subJet1.pt, fjet.subJet2.pt)
fatbj_sub1eta = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, fjet.subJet1.eta, fjet.subJet2.eta)
fatbj_sub2pt = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, fjet.subJet2.pt, fjet.subJet1.pt)
fatbj_sub2eta = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, fjet.subJet2.eta, fjet.subJet1.eta)
fatbj_softdropMass = fjet.msoftdrop
fatbj_tau1 = fjet.tau1
fatbj_tau2 = fjet.tau2
fatbj_tau3 = fjet.tau3
fatbj_tau4 = fjet.tau4
fatbj_tau43 = op.static_cast("Float_t",(fjet.tau4/fjet.tau3))
fatbj_tau32 = op.static_cast("Float_t",(fjet.tau3/fjet.tau2))
fatbj_tau21 = op.static_cast("Float_t",(fjet.tau2/fjet.tau1))
fatbj_btagDDBvL = fjet.btagDDBvL
fatbj_btagDDBvL_noMD = fjet.btagDDBvL_noMD
fatbj_btagDDCvB = fjet.btagDDCvB
fatbj_btagDDCvB_noMD = fjet.btagDDCvB_noMD
fatbj_btagDDCvL = fjet.btagDDCvL
fatbj_btagDDCvL_noMD = fjet.btagDDCvL_noMD
fatbj_btagDeepB = fjet.btagDeepB
cosThetaS_Hbb = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(fjet.subJet1.p4, fjet.subJet2.p4)
mT_top_3particle = op.min(self.HLL.mT2(fjet.subJet1.p4,lepton.p4,self.corrMET.p4), self.HLL.mT2(fjet.subJet2.p4,lepton.p4,self.corrMET.p4))
# fatjet-lepton
fatbj_lepDR = op.deltaR(fjet.p4, lepton.p4)
fatbjSub1_lepDR = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, op.deltaR(fjet.subJet1.p4, lepton.p4), op.deltaR(fjet.subJet2.p4, lepton.p4))
fatbjSub2_lepDR = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, op.deltaR(fjet.subJet2.p4, lepton.p4), op.deltaR(fjet.subJet1.p4, lepton.p4))
fatbj_lepDPhi = op.abs(op.deltaPhi(fjet.p4, lepton.p4))
fatbjSub1_lepDPhi = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, op.abs(op.deltaPhi(fjet.subJet1.p4, lepton.p4)), op.abs(op.deltaPhi(fjet.subJet2.p4, lepton.p4)))
fatbjSub2_lepDPhi = op.switch(fjet.subJet1.pt > fjet.subJet2.pt, op.abs(op.deltaPhi(fjet.subJet2.p4, lepton.p4)), op.abs(op.deltaPhi(fjet.subJet1.p4, lepton.p4)))
minSubJetLepDR = op.min(op.deltaR(fjet.subJet1.p4, lepton.p4), op.deltaR(fjet.subJet2.p4, lepton.p4))
fatbj_lepDEta = op.abs(fjet.eta - lepton.eta)
fatbj_metDPhi = op.abs(op.deltaPhi(fjet.p4, self.corrMET.p4))
# Wj1 variables
wj1_M = jet3.p4.M() if not Hbb0Wj else op.c_float(0.)
wj1_pt = jet3.pt if not Hbb0Wj else op.c_float(0.)
wj1_eta = jet3.eta if not Hbb0Wj else op.c_float(0.)
wj1_phi = jet3.phi if not Hbb0Wj else op.c_float(0.)
wj1_bTagDeepFlavB = jet3.btagDeepFlavB if not Hbb0Wj else op.c_float(0.)
# Wj2 variables
wj2_M = jet4.p4.M() if Hbb2Wj else op.c_float(0.)
wj2_pt = jet4.pt if Hbb2Wj else op.c_float(0.)
wj2_eta = jet4.eta if Hbb2Wj else op.c_float(0.)
wj2_phi = jet4.phi if Hbb2Wj else op.c_float(0.)
wj2_bTagDeepFlavB = jet4.btagDeepFlavB if Hbb2Wj else op.c_float(0.)
# fatjet-Wj1
fatbj_Wj1DR = op.deltaR(fjet.p4, jet3.p4) if not Hbb0Wj else op.c_float(0.)
fatbj_Wj1DPhi = op.abs(op.deltaPhi(fjet.p4, jet3.p4)) if not Hbb0Wj else op.c_float(0.)
fatbj_Wj1DEta = op.abs(fjet.eta - jet3.eta) if not Hbb0Wj else op.c_float(0.)
fatbjSub1_Wj1DR = op.switch(fjet.subJet1.pt > fjet.subJet2.pt,
op.deltaR(fjet.subJet1.p4, jet3.p4),
op.deltaR(fjet.subJet2.p4, jet3.p4)) if not Hbb0Wj else op.c_float(0.)
fatbjSub1_Wj1DPhi = op.switch(fjet.subJet1.pt > fjet.subJet2.pt,
op.abs(op.deltaPhi(fjet.subJet1.p4, jet3.p4)),
op.abs(op.deltaPhi(fjet.subJet2.p4, jet3.p4))) if not Hbb0Wj else op.c_float(0.)
fatbjSub2_Wj1DR = op.switch(fjet.subJet1.pt > fjet.subJet2.pt,
op.deltaR(fjet.subJet2.p4, jet3.p4),
op.deltaR(fjet.subJet1.p4, jet3.p4)) if not Hbb0Wj else op.c_float(0.)
fatbjSub2_Wj1DPhi = op.switch(fjet.subJet1.pt > fjet.subJet2.pt,
op.abs(op.deltaPhi(fjet.subJet2.p4, jet3.p4)),
op.abs(op.deltaPhi(fjet.subJet1.p4, jet3.p4))) if not Hbb0Wj else op.c_float(0.)
# Wjs-lepton
wj1_lepDR = op.deltaR(jet3.p4, lepton.p4) if not Hbb0Wj else op.c_float(0.)
wj1_lepDEta = op.abs(jet3.eta - lepton.eta) if not Hbb0Wj else op.c_float(0.)
wj1_lepDPhi = op.abs(op.deltaPhi(jet3.p4, lepton.p4)) if not Hbb0Wj else op.c_float(0.)
wj1_metDPhi = op.abs(op.deltaPhi(jet3.p4, self.corrMET.p4)) if not Hbb0Wj else op.c_float(0.)
wj2_lepDR = op.deltaR(jet4.p4, lepton.p4) if Hbb2Wj else op.c_float(0.)
wj2_lepDEta = op.abs(jet4.eta - lepton.eta) if Hbb2Wj else op.c_float(0.)
wj2_lepDPhi = op.abs(op.deltaPhi(jet4.p4, lepton.p4)) if Hbb2Wj else op.c_float(0.)
wj2_metDPhi = op.abs(op.deltaPhi(jet4.p4, self.corrMET.p4)) if Hbb2Wj else op.c_float(0.)
# fatjet-Wj2
fatbj_wj2DR = op.deltaR(fjet.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
fatbj_wj2DPhi = op.abs(op.deltaPhi(fjet.p4, jet4.p4)) if Hbb2Wj else op.c_float(0.)
fatbj_wj2DEta = op.abs(fjet.eta - jet4.eta) if Hbb2Wj else op.c_float(0.)
fatbjSub1_wj2DR = op.deltaR(fjet.subJet1.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
fatbjSub1_wj2DPhi = op.abs(op.deltaPhi(fjet.subJet1.p4, jet4.p4)) if Hbb2Wj else op.c_float(0.)
fatbjSub2_wj2DR = op.deltaR(fjet.subJet2.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
fatbjSub2_wj2DPhi = op.abs(op.deltaPhi(fjet.subJet2.p4, jet4.p4)) if Hbb2Wj else op.c_float(0.)
# Wj1-Wj2
wj1wj2DR = op.deltaR(jet3.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
wj1wj2DPhi = op.abs(op.deltaPhi(jet3.p4, jet4.p4)) if Hbb2Wj else op.c_float(0.)
wj1wj2DEta = op.abs(jet3.eta - jet4.eta) if Hbb2Wj else op.c_float(0.)
WWplaneAngle = self.HLL.angleBetPlanes(lepton.p4,self.HLL.neuP4(jet3.p4+jet4.p4+lepton.p4, self.corrMET),jet3.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
WWplaneAngle_withMET = self.HLL.angleWWplane(lepton.p4, self.corrMET, jet3.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
HWplaneAngle = self.HLL.angleBetPlanes(fjet.subJet1.p4,fjet.subJet2.p4,jet3.p4,jet4.p4) if Hbb2Wj else op.c_float(0.)
HWW_Mass = op.extMethod("HHbbWWJPA::HWW_SimpleMassWithRecoNeutrino", returnType="float")(jet3.p4, jet4.p4, lepton.p4, self.corrMET.p4) if Hbb2Wj else op.c_float(0.)
HWW_Simple_Mass = self.HLL.HWW_met_simple(jet3.p4,jet4.p4,lepton.p4,self.corrMET.p4).M() if Hbb2Wj else op.c_float(0.)
HWW_dR = self.HLL.dR_Hww(jet3.p4,jet4.p4,lepton.p4,self.corrMET) if Hbb2Wj else op.c_float(0.)
HWW_dEta = self.HLL.dEta_Hww(jet3.p4,jet4.p4,lepton.p4,self.corrMET) if Hbb2Wj else op.c_float(0.)
HWW_dPhi = self.HLL.dPhi_Hww(jet3.p4,jet4.p4,lepton.p4,self.corrMET) if Hbb2Wj else op.c_float(0.)
WjjLepDR = op.deltaR((jet3.p4 + jet4.p4), lepton.p4) if Hbb2Wj else op.c_float(0.)
WjjLepDEta = op.abs((jet3.p4 + jet4.p4).Eta() - lepton.eta) if Hbb2Wj else op.c_float(0.)
WjjLepDPhi = op.abs(op.deltaPhi((jet3.p4 + jet4.p4), lepton.p4)) if Hbb2Wj else op.c_float(0.)
WjjMetDPhi = op.abs(op.deltaPhi((jet3.p4 + jet4.p4), self.corrMET.p4)) if Hbb2Wj else op.c_float(0.)
cosThetaS_Wjj_simple = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(jet3.p4, jet4.p4) if Hbb2Wj else op.c_float(0.)
cosThetaS_WW_simple_met = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(self.HLL.Wjj_simple(jet3.p4,jet4.p4), self.HLL.Wlep_met_simple(lepton.p4, self.corrMET.p4)) \
if Hbb2Wj else op.c_float(0.)
cosThetaS_HH_simple_met = op.extMethod("HHbbWWJPA::cosThetaS", returnType="float")(fjet.subJet1.p4 + fjet.subJet2.p4, self.HLL.HWW_met_simple(jet3.p4,jet4.p4,lepton.p4,self.corrMET.p4)) \
if Hbb2Wj else op.c_float(0.)
VBFj1Px = op.switch(op.rng_len(VBFJetPairsJPA) > 0,
op.switch(VBFJetPairsJPA[0][0].pt > VBFJetPairsJPA[0][1].pt,
VBFJetPairsJPA[0][0].p4.Px(), VBFJetPairsJPA[0][1].p4.Px()), op.c_float(0.))
VBFj2Px = op.switch(op.rng_len(VBFJetPairsJPA) > 0,