/
BHProducer.py
1763 lines (1660 loc) · 88.9 KB
/
BHProducer.py
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from PhysicsTools.NanoAODTools.postprocessing.framework.datamodel import Collection
from numpy import sign
import numpy as np
import os
import math
from PhysicsTools.NanoAODTools.postprocessing.framework.eventloop import Module
import ROOT
from ROOT import TLorentzVector
ROOT.PyConfig.IgnoreCommandLineOptions = True
class BHProducer(Module):
def __init__(self, year):
self.year = year
def beginJob(self):
pass
def endJob(self):
pass
def beginFile(self, inputFile, outputFile, inputTree, wrappedOutputTree):
self.out = wrappedOutputTree
self.out.branch("HLT_passEle32WPTight", "I")
self.out.branch("lhe_nlepton", "I")
self.out.branch("n_tight_muon", "I")
self.out.branch("n_tight_muon_noIso", "I")
self.out.branch("n_loose_muon", "I")
self.out.branch("n_loose_muon_noIso", "I")
self.out.branch("n_tight_ele", "I")
self.out.branch("n_tight_ele_noIso", "I")
self.out.branch("n_loose_ele", "I")
self.out.branch("n_loose_ele_noIso", "I")
self.out.branch("btag_SFall", "F")
self.out.branch("n_tight_jet", "I")
self.out.branch("n_bjet_DeepB_loose", "I")
self.out.branch("n_bjet_DeepB_medium", "I")
self.out.branch("n_bjet_DeepB_tight", "I")
self.out.branch("HT", "F")
self.out.branch("nHad_tau", "I")
self.out.branch("j1_pt", "F")
self.out.branch("j1_eta", "F")
self.out.branch("j1_phi", "F")
self.out.branch("j1_mass", "F")
self.out.branch("j2_pt", "F")
self.out.branch("j2_eta", "F")
self.out.branch("j2_phi", "F")
self.out.branch("j2_mass", "F")
self.out.branch("j3_pt", "F")
self.out.branch("j3_eta", "F")
self.out.branch("j3_phi", "F")
self.out.branch("j3_mass", "F")
self.out.branch("j4_pt", "F")
self.out.branch("j4_eta", "F")
self.out.branch("j4_phi", "F")
self.out.branch("j4_mass", "F")
self.out.branch("mj1j2", "F")
self.out.branch("mj1j3", "F")
self.out.branch("mj1j4", "F")
self.out.branch("mj2j3", "F")
self.out.branch("mj2j4", "F")
self.out.branch("mj3j4", "F")
self.out.branch("mj1j2j3", "F")
self.out.branch("mj1j2j4", "F")
self.out.branch("mj2j3j4", "F")
self.out.branch("mj1j2j3j4", "F")
self.out.branch("drj1j2", "F")
self.out.branch("drj1j3", "F")
self.out.branch("drj1j4", "F")
self.out.branch("drj2j3", "F")
self.out.branch("drj2j4", "F")
self.out.branch("drj3j4", "F")
# Bjets
self.out.branch("DeepB_loose_j1_pt", "F")
self.out.branch("DeepB_loose_j1_eta", "F")
self.out.branch("DeepB_loose_j1_phi", "F")
self.out.branch("DeepB_loose_j1_mass", "F")
self.out.branch("DeepB_loose_j2_pt", "F")
self.out.branch("DeepB_loose_j2_eta", "F")
self.out.branch("DeepB_loose_j2_phi", "F")
self.out.branch("DeepB_loose_j2_mass", "F")
self.out.branch("DeepB_loose_j3_pt", "F")
self.out.branch("DeepB_loose_j3_eta", "F")
self.out.branch("DeepB_loose_j3_phi", "F")
self.out.branch("DeepB_loose_j3_mass", "F")
self.out.branch("DeepB_medium_j1_pt", "F")
self.out.branch("DeepB_medium_j1_eta", "F")
self.out.branch("DeepB_medium_j1_phi", "F")
self.out.branch("DeepB_medium_j1_mass", "F")
self.out.branch("DeepB_medium_j2_pt", "F")
self.out.branch("DeepB_medium_j2_eta", "F")
self.out.branch("DeepB_medium_j2_phi", "F")
self.out.branch("DeepB_medium_j2_mass", "F")
self.out.branch("DeepB_medium_j3_pt", "F")
self.out.branch("DeepB_medium_j3_eta", "F")
self.out.branch("DeepB_medium_j3_phi", "F")
self.out.branch("DeepB_medium_j3_mass", "F")
self.out.branch("DeepB_tight_j1_pt", "F")
self.out.branch("DeepB_tight_j1_eta", "F")
self.out.branch("DeepB_tight_j1_phi", "F")
self.out.branch("DeepB_tight_j1_mass", "F")
self.out.branch("DeepB_tight_j2_pt", "F")
self.out.branch("DeepB_tight_j2_eta", "F")
self.out.branch("DeepB_tight_j2_phi", "F")
self.out.branch("DeepB_tight_j2_mass", "F")
self.out.branch("DeepB_tight_j3_pt", "F")
self.out.branch("DeepB_tight_j3_eta", "F")
self.out.branch("DeepB_tight_j3_phi", "F")
self.out.branch("DeepB_tight_j3_mass", "F")
# bh-stuff
self.out.branch("bh_nl", "B")
self.out.branch("bh_jets", "B")
self.out.branch("bh_region", "I")
self.out.branch("bh_l1_id", "I")
self.out.branch("bh_l1_pdgid", "I")
self.out.branch("bh_l1_pt", "F")
self.out.branch("bh_l1_eta", "F")
self.out.branch("bh_l1_phi", "F")
self.out.branch("bh_l1_mass", "F")
self.out.branch("bh_met", "F")
self.out.branch("bh_met_phi", "F")
self.out.branch("bh_dr_l1j1", "F")
self.out.branch("bh_dr_l1j2", "F")
self.out.branch("bh_dr_l1j3", "F")
self.out.branch("bh_dr_l1j4", "F")
self.out.branch("bh_mlj1", "F")
self.out.branch("bh_mlj2", "F")
self.out.branch("bh_mlj3", "F")
self.out.branch("bh_mlj4", "F")
self.out.branch("bh_mlj1j2", "F")
self.out.branch("bh_mlj1j3", "F")
self.out.branch("bh_mlj1j4", "F")
self.out.branch("bh_mlj2j3", "F")
self.out.branch("bh_mlj2j4", "F")
self.out.branch("bh_mlj3j4", "F")
self.out.branch("bh_mlb1", "F")
self.out.branch("bh_mlb2", "F")
self.out.branch("bh_mlb3", "F")
self.out.branch("bh_mlb1b2", "F")
self.out.branch("bh_mlb1b3", "F")
self.out.branch("bh_mlb2b3", "F")
self.out.branch("boost_region", "I")
self.out.branch("boost_l1_id", "I")
self.out.branch("boost_l1_pdgid", "I")
self.out.branch("boost_l1_pt", "F")
self.out.branch("boost_l1_eta", "F")
self.out.branch("boost_l1_phi", "F")
self.out.branch("boost_l1_mass", "F")
self.out.branch("boost_met", "F")
self.out.branch("boost_met_phi", "F")
self.out.branch("Trigger_derived_region", "B")
self.out.branch("WZ_region", "I")
self.out.branch("WZ_zl1_id", "I")
self.out.branch("WZ_zl2_id", "I")
self.out.branch("WZ_wl_id", "I")
self.out.branch("WZ_zl1_pdgid", "I")
self.out.branch("WZ_zl2_pdgid", "I")
self.out.branch("WZ_wl_pdgid", "I")
self.out.branch("WZ_zl1_pt", "F")
self.out.branch("WZ_zl1_eta", "F")
self.out.branch("WZ_zl1_phi", "F")
self.out.branch("WZ_zl1_mass", "F")
self.out.branch("WZ_zl2_pt", "F")
self.out.branch("WZ_zl2_eta", "F")
self.out.branch("WZ_zl2_phi", "F")
self.out.branch("WZ_zl2_mass", "F")
self.out.branch("WZ_l3_pt", "F")
self.out.branch("WZ_l3_eta", "F")
self.out.branch("WZ_l3_phi", "F")
self.out.branch("WZ_l3_mass", "F")
self.out.branch("WZ_Z_mass", "F")
self.out.branch("WZ_Z_pt", "F")
self.out.branch("WZ_Z_eta", "F")
self.out.branch("WZ_Z_phi", "F")
self.out.branch("WZ_met", "F")
self.out.branch("DY_region", "I")
self.out.branch("DY_l1_id", "I")
self.out.branch("DY_l2_id", "I")
self.out.branch("DY_l1_pdgid", "I")
self.out.branch("DY_l2_pdgid", "I")
self.out.branch("DY_l1_pt", "F")
self.out.branch("DY_l1_eta", "F")
self.out.branch("DY_l1_phi", "F")
self.out.branch("DY_l1_mass", "F")
self.out.branch("DY_l2_pt", "F")
self.out.branch("DY_l2_eta", "F")
self.out.branch("DY_l2_phi", "F")
self.out.branch("DY_l2_mass", "F")
self.out.branch("DY_z_mass", "F")
self.out.branch("DY_z_pt", "F")
self.out.branch("DY_z_eta", "F")
self.out.branch("DY_z_phi", "F")
self.out.branch("DY_drll", "F")
self.out.branch("tightJets_id_in24", "I", lenVar="nJet")
self.out.branch("tightJets_id_in47", "I", lenVar="nJet")
self.out.branch("tightJets_b_DeepJetloose_id", "I", lenVar="nJet")
self.out.branch("tightJets_b_DeepJetmedium_id", "I", lenVar="nJet")
self.out.branch("tightJets_b_DeepJettight_id", "I", lenVar="nJet")
self.out.branch("tightElectrons_id", "I", lenVar="nElectron")
self.out.branch("tightElectrons_noIso_id", "I", lenVar="nElectron")
self.out.branch("additional_vetoElectrons_id", "I", lenVar="nElectron")
self.out.branch("additional_vetoElectrons_noIso_id",
"I", lenVar="nElectron")
self.out.branch("tightMuons_id", "I", lenVar="nMuon")
self.out.branch("tightMuons_noIso_id", "I", lenVar="nMuon")
self.out.branch("additional_looseMuons_id", "I", lenVar="nMuon")
self.out.branch("additional_looseMuons_noIso_id", "I", lenVar="nMuon")
self.out.branch("Had_tau_id", "I", lenVar="nTau")
self.out.branch("muon_jet_Ptratio", "F", lenVar="nMuon")
self.out.branch("muon_closest_jetid", "I", lenVar="nMuon")
self.out.branch("electron_jet_Ptratio", "F", lenVar="nElectron")
self.out.branch("electron_closest_jetid", "I", lenVar="nElectron")
self.is_mc = bool(inputTree.GetBranch("GenJet_pt"))
self.is_lhe = bool(inputTree.GetBranch("nLHEPart"))
self.has_cjet_tag = bool(inputTree.GetBranch("Jet_btagDeepFlavCvL"))
def endFile(self, inputFile, outputFile, inputTree, wrappedOutputTree):
pass
def analyze(self, event):
# PV selection
if (event.PV_npvsGood < 1):
return False
# trigger selection
# special action for 2017 single ele HLT, https://twiki.cern.ch/twiki/bin/viewauth/CMS/Egamma2017DataRecommendations#Single_Electron_Triggers
HLT_passEle32WPTight = 0
if self.year == "2017":
trgobjs = Collection(event, 'TrigObj')
if event.HLT_Ele32_WPTight_Gsf_L1DoubleEG == 1:
for iobj in range(0, event.nTrigObj):
if trgobjs[iobj].id == 11 and (trgobjs[iobj].filterBits & (1 << 10)) == (1 << 10):
HLT_passEle32WPTight = 1
self.out.fillBranch("HLT_passEle32WPTight", HLT_passEle32WPTight)
lhe_nlepton = 0
if self.is_lhe:
lheparticle = Collection(event, 'LHEPart')
for ilhe in range(0, event.nLHEPart):
if lheparticle[ilhe].status == 1 and (abs(lheparticle[ilhe].pdgId) == 11 or abs(lheparticle[ilhe].pdgId) == 13 or abs(lheparticle[ilhe].pdgId) == 15):
lhe_nlepton = lhe_nlepton+1
self.out.fillBranch("lhe_nlepton", lhe_nlepton)
# total number of ele+muon, currently require at least 1 leptons
if ((event.nMuon + event.nElectron) < 1):
return False
if not event.nJet > 1:
return False # meant at least two jets
# lepton pt threshold according to the HLT
# if self.year=="2016apv":
# ele_pt=30
# muon_pt=26
# if self.year=="2016":
# ele_pt=30
# muon_pt=26
# if self.year=="2017":
# ele_pt=35
# muon_pt=30
# if self.year=="2018":
# ele_pt=35
# muon_pt=26
ele_pt = 30
muon_pt = 20
# Muon selection: tight cut-based ID + tight PF iso, or loose cut-based ID + loose PF iso, with pt > 20 GeV
muons = Collection(event, 'Muon')
muon_v4_temp = TLorentzVector()
tightMuons = []
tightMuons_pdgid = []
tightMuons_id = []
additional_looseMuons = []
additional_looseMuons_pdgid = []
additional_looseMuons_id = []
tightMuons_noIso = []
tightMuons_noIso_pdgid = []
tightMuons_noIso_id = []
additional_looseMuons_noIso = []
additional_looseMuons_noIso_pdgid = []
additional_looseMuons_noIso_id = []
muon_jet_Ptratio = []
muon_closest_jetid = []
jet_v4_temp = TLorentzVector()
for imu in range(0, event.nMuon):
dr_mu_jet = 99.
muon_closest_jetid_temp = -1
muon_v4_temp.SetPtEtaPhiM(
muons[imu].pt, muons[imu].eta, muons[imu].phi, muons[imu].mass)
for ijet in range(0, event.nJet):
jet_v4_temp.SetPtEtaPhiM(
event.Jet_pt_nom[ijet], event.Jet_eta[ijet], event.Jet_phi[ijet], event.Jet_mass_nom[ijet])
if muon_v4_temp.DeltaR(jet_v4_temp) < dr_mu_jet:
dr_mu_jet = muon_v4_temp.DeltaR(jet_v4_temp)
muon_closest_jetid_temp = ijet
if dr_mu_jet < 0.4:
muon_jet_Ptratio.append(
muons[imu].pt/(0.85*event.Jet_pt_nom[muon_closest_jetid_temp]))
muon_closest_jetid.append(muon_closest_jetid_temp)
else:
muon_jet_Ptratio.append(
1./(1+event.Muon_miniPFRelIso_all[imu]))
muon_closest_jetid.append(muon_closest_jetid_temp)
# Main muon loop
for imu in range(0, event.nMuon):
# topMVA ID: 1:VLoose 2: Loose 3: Medium 4: Tight
if (muons[imu].topMVA_ID > 3):
if (abs(muons[imu].eta) < 2.4 and muons[imu].pt > muon_pt and (abs(muons[imu].dxy) < 0.05) and (abs(muons[imu].dz) < 0.1)):
muon_v4_temp.SetPtEtaPhiM(
muons[imu].pt, muons[imu].eta, muons[imu].phi, muons[imu].mass)
tightMuons.append(muon_v4_temp.Clone())
tightMuons_pdgid.append(muons[imu].pdgId)
tightMuons_id.append(imu)
elif (muons[imu].topMVA_ID > 1):
if (abs(muons[imu].eta) < 2.4 and muons[imu].pt > 10 and (abs(muons[imu].dxy) < 0.05) and (abs(muons[imu].dz) < 0.1)):
muon_v4_temp.SetPtEtaPhiM(
muons[imu].pt, muons[imu].eta, muons[imu].phi, muons[imu].mass)
additional_looseMuons.append(muon_v4_temp.Clone())
additional_looseMuons_pdgid.append(muons[imu].pdgId)
additional_looseMuons_id.append(imu)
n_tight_muon = len(tightMuons)
n_loose_muon = len(additional_looseMuons)
# noIso muon loop
for imu in range(0, event.nMuon):
if (muons[imu].mediumId):
if (abs(muons[imu].eta) < 2.4 and muons[imu].pt > muon_pt and (abs(muons[imu].dxy) < 0.05) and (abs(muons[imu].dz) < 0.1)):
muon_v4_temp.SetPtEtaPhiM(
muons[imu].pt, muons[imu].eta, muons[imu].phi, muons[imu].mass)
tightMuons_noIso.append(muon_v4_temp.Clone())
tightMuons_noIso_pdgid.append(muons[imu].pdgId)
tightMuons_noIso_id.append(imu)
elif (muons[imu].topMVA_ID > 1):
if (abs(muons[imu].eta) < 2.4 and muons[imu].pt > 10 and (abs(muons[imu].dxy) < 0.05) and (abs(muons[imu].dz) < 0.1)):
muon_v4_temp.SetPtEtaPhiM(
muons[imu].pt, muons[imu].eta, muons[imu].phi, muons[imu].mass)
additional_looseMuons_noIso.append(muon_v4_temp.Clone())
additional_looseMuons_noIso_pdgid.append(muons[imu].pdgId)
additional_looseMuons_noIso_id.append(imu)
n_tight_muon_noIso = len(tightMuons_noIso)
n_loose_muon_noIso = len(additional_looseMuons_noIso)
self.out.fillBranch("n_tight_muon", n_tight_muon)
self.out.fillBranch("n_loose_muon", n_loose_muon)
tightMuons_id.extend(np.zeros(event.nMuon-len(tightMuons_id), int)-1)
additional_looseMuons_id.extend(
np.zeros(event.nMuon-len(additional_looseMuons_id), int)-1)
self.out.fillBranch("tightMuons_id", tightMuons_id)
self.out.fillBranch("additional_looseMuons_id",
additional_looseMuons_id)
self.out.fillBranch("n_tight_muon_noIso", n_tight_muon_noIso)
self.out.fillBranch("n_loose_muon_noIso", n_loose_muon_noIso)
tightMuons_noIso_id.extend(
np.zeros(event.nMuon-len(tightMuons_noIso_id), int)-1)
additional_looseMuons_noIso_id.extend(
np.zeros(event.nMuon-len(additional_looseMuons_noIso_id), int)-1)
self.out.fillBranch("tightMuons_noIso_id", tightMuons_noIso_id)
self.out.fillBranch("additional_looseMuons_noIso_id",
additional_looseMuons_noIso_id)
self.out.fillBranch("muon_jet_Ptratio", muon_jet_Ptratio)
self.out.fillBranch("muon_closest_jetid", muon_closest_jetid)
# electron selection: tight (veto) cut-based ID + impact parameter cut, with pt > 15 GeV
electrons = Collection(event, 'Electron')
electron_v4_temp = TLorentzVector()
tightElectrons = []
tightElectrons_pdgid = []
tightElectrons_id = []
additional_vetoElectrons = []
additional_vetoElectrons_pdgid = []
additional_vetoElectrons_id = []
tightElectrons_noIso = []
tightElectrons_noIso_pdgid = []
tightElectrons_noIso_id = []
additional_vetoElectrons_noIso = []
additional_vetoElectrons_noIso_pdgid = []
additional_vetoElectrons_noIso_id = []
electron_jet_Ptratio = []
electron_closest_jetid = []
electron_closest_jetid_temp = -1
for iele in range(0, event.nElectron):
dr_ele_jet = 99.
electron_v4_temp.SetPtEtaPhiM(
electrons[iele].pt, electrons[iele].eta, electrons[iele].phi, electrons[iele].mass)
for ijet in range(0, event.nJet):
jet_v4_temp.SetPtEtaPhiM(
event.Jet_pt_nom[ijet], event.Jet_eta[ijet], event.Jet_phi[ijet], event.Jet_mass_nom[ijet])
if electron_v4_temp.DeltaR(jet_v4_temp) < dr_ele_jet:
dr_ele_jet = electron_v4_temp.DeltaR(jet_v4_temp)
electron_closest_jetid_temp = ijet
if dr_ele_jet < 0.4:
electron_jet_Ptratio.append(
electrons[iele].pt/(0.85*event.Jet_pt_nom[electron_closest_jetid_temp]))
electron_closest_jetid.append(electron_closest_jetid_temp)
else:
electron_jet_Ptratio.append(
1./(1+event.Electron_miniPFRelIso_all[iele]))
electron_closest_jetid.append(electron_closest_jetid_temp)
# Main electron loop
for iele in range(0, event.nElectron):
if (electrons[iele].topMVA_ID > 3):
if (((abs(electrons[iele].eta+electrons[iele].deltaEtaSC) < 1.4442 and abs(electrons[iele].dxy) < 0.05 and abs(electrons[iele].dz) < 0.1) or (abs(electrons[iele].eta + electrons[iele].deltaEtaSC) > 1.566 and abs(electrons[iele].eta + electrons[iele].deltaEtaSC) < 2.4 and abs(electrons[iele].dxy) < 0.1 and abs(electrons[iele].dz) < 0.2)) and electrons[iele].pt > ele_pt):
electron_v4_temp.SetPtEtaPhiM(
electrons[iele].pt, electrons[iele].eta, electrons[iele].phi, electrons[iele].mass)
tightElectrons.append(electron_v4_temp.Clone())
tightElectrons_pdgid.append(electrons[iele].pdgId)
tightElectrons_id.append(iele)
elif (electrons[iele].topMVA_ID > 1):
if (((abs(electrons[iele].eta+electrons[iele].deltaEtaSC) < 1.4442 and abs(electrons[iele].dxy) < 0.05 and abs(electrons[iele].dz) < 0.1) or (abs(electrons[iele].eta + electrons[iele].deltaEtaSC) > 1.566 and abs(electrons[iele].eta + electrons[iele].deltaEtaSC) < 2.4 and abs(electrons[iele].dxy) < 0.1 and abs(electrons[iele].dz) < 0.2)) and electrons[iele].pt > 10):
electron_v4_temp.SetPtEtaPhiM(
electrons[iele].pt, electrons[iele].eta, electrons[iele].phi, electrons[iele].mass)
additional_vetoElectrons.append(electron_v4_temp.Clone())
additional_vetoElectrons_pdgid.append(
electrons[iele].pdgId)
additional_vetoElectrons_id.append(iele)
# no Isolation electron loop
for iele in range(0, event.nElectron):
if (electrons[iele].mvaFall17V2noIso_WP90):
if (((abs(electrons[iele].eta+electrons[iele].deltaEtaSC) < 1.4442 and abs(electrons[iele].dxy) < 0.05 and abs(electrons[iele].dz) < 0.1) or (abs(electrons[iele].eta + electrons[iele].deltaEtaSC) > 1.566 and abs(electrons[iele].eta + electrons[iele].deltaEtaSC) < 2.4 and abs(electrons[iele].dxy) < 0.1 and abs(electrons[iele].dz) < 0.2)) and electrons[iele].pt > ele_pt):
electron_v4_temp.SetPtEtaPhiM(
electrons[iele].pt, electrons[iele].eta, electrons[iele].phi, electrons[iele].mass)
tightElectrons_noIso.append(electron_v4_temp.Clone())
tightElectrons_noIso_pdgid.append(electrons[iele].pdgId)
tightElectrons_noIso_id.append(iele)
elif (electrons[iele].topMVA_ID > 1):
if (((abs(electrons[iele].eta+electrons[iele].deltaEtaSC) < 1.4442 and abs(electrons[iele].dxy) < 0.05 and abs(electrons[iele].dz) < 0.1) or (abs(electrons[iele].eta + electrons[iele].deltaEtaSC) > 1.566 and abs(electrons[iele].eta + electrons[iele].deltaEtaSC) < 2.4 and abs(electrons[iele].dxy) < 0.1 and abs(electrons[iele].dz) < 0.2)) and electrons[iele].pt > 10):
electron_v4_temp.SetPtEtaPhiM(
electrons[iele].pt, electrons[iele].eta, electrons[iele].phi, electrons[iele].mass)
additional_vetoElectrons_noIso.append(
electron_v4_temp.Clone())
additional_vetoElectrons_noIso_pdgid.append(
electrons[iele].pdgId)
additional_vetoElectrons_noIso_id.append(iele)
n_tight_ele = len(tightElectrons)
n_loose_ele = len(additional_vetoElectrons)
n_tight_ele_noIso = len(tightElectrons_noIso)
n_loose_ele_noIso = len(additional_vetoElectrons_noIso)
self.out.fillBranch("n_tight_ele", n_tight_ele)
self.out.fillBranch("n_loose_ele", n_loose_ele)
tightElectrons_id.extend(
np.zeros(event.nElectron-len(tightElectrons_id), int)-1)
additional_vetoElectrons_id.extend(
np.zeros(event.nElectron-len(additional_vetoElectrons_id), int)-1)
self.out.fillBranch("tightElectrons_id", tightElectrons_id)
self.out.fillBranch("additional_vetoElectrons_id",
additional_vetoElectrons_id)
self.out.fillBranch("n_tight_ele_noIso", n_tight_ele_noIso)
self.out.fillBranch("n_loose_ele_noIso", n_loose_ele_noIso)
tightElectrons_noIso_id.extend(
np.zeros(event.nElectron-len(tightElectrons_noIso_id), int)-1)
additional_vetoElectrons_noIso_id.extend(
np.zeros(event.nElectron-len(additional_vetoElectrons_noIso_id), int)-1)
self.out.fillBranch("tightElectrons_noIso_id", tightElectrons_noIso_id)
self.out.fillBranch("additional_vetoElectrons_noIso_id",
additional_vetoElectrons_noIso_id)
self.out.fillBranch("electron_jet_Ptratio", electron_jet_Ptratio)
self.out.fillBranch("electron_closest_jetid", electron_closest_jetid)
# tight leptons and additional loose leptons collection
tightLeptons = tightMuons + tightElectrons
tightLeptons.sort(key=lambda x: x.Pt(), reverse=True)
looseLeptons = additional_looseMuons + additional_vetoElectrons
looseLeptons.sort(key=lambda x: x.Pt(), reverse=True)
tightLeptons_noIso = tightMuons_noIso + tightElectrons_noIso
tightLeptons_noIso.sort(key=lambda x: x.Pt(), reverse=True)
looseLeptons_noIso = additional_looseMuons_noIso + additional_vetoElectrons_noIso
looseLeptons_noIso.sort(key=lambda x: x.Pt(), reverse=True)
# gkole turn off for revert back to set-I
'''
if len(tightLeptons)<1:return False
if self.is_mc:
if event.MET_T1Smear_pt < 30: return False
else:
if event.MET_T1_pt < 30: return False
'''
#################
# Tau collection:
#################
tau_v4_temp = TLorentzVector()
taus = Collection(event, 'Tau')
nHad_tau = 0
Had_tau_id = []
for itau in range(0, event.nTau):
tau_v4_temp.SetPtEtaPhiM(
taus[itau].pt, taus[itau].eta, taus[itau].phi, taus[itau].mass)
pass_tau_lep_Dr = 1
if taus[itau].pt > 20 and abs(taus[itau].eta) < 2.3 and taus[itau].idDecayModeOldDMs and taus[itau].idDeepTau2017v2p1VSe >= 4 and taus[itau].idDeepTau2017v2p1VSjet >= 4 and taus[itau].idDeepTau2017v2p1VSmu >= 1:
# if taus[itau].pt>20 and abs(taus[itau].eta)<2.3 and taus[itau].idDecayModeNewDMs and taus[itau].idDeepTau2017v2p1VSe>=4 and taus[itau].idDeepTau2017v2p1VSjet>=4 and taus[itau].idDeepTau2017v2p1VSmu>=1: # use this for non-nanoaodv9
for ilep in range(0, len(tightLeptons)):
if tau_v4_temp.DeltaR(tightLeptons[ilep]) < 0.4:
pass_tau_lep_Dr = 0
if pass_tau_lep_Dr:
nHad_tau = nHad_tau+1
Had_tau_id.append(itau)
self.out.fillBranch("nHad_tau", nHad_tau)
# https://btv-wiki.docs.cern.ch/ScaleFactors/
# https://twiki.cern.ch/twiki/bin/view/CMSPublic/WorkBookNanoAOD#Jets
# *** jetId==2 means: pass tight ID, fail tightLepVeto
# *** jetId==6 means: pass tight and tightLepVeto ID.
# tightLepVeto PF jets (ak4), UL 2016/2017/2018 (jetId 110=6), medium B-tag WP
# UL17 DeepCSV=(nanoaod btagDeepB) loose: 0.1355, medium: 0.4506, tight: 0.7738
# UL18 DeepCSV=(nanoaod btagDeepB) loose: 0.1208, medium: 0.4168, tight: 0.7665
# UL17 DeepFlavor=(nanoaod btagDeepFlavB) loose: 0.0532, medium: 0.3040, tight: 0.7476
# UL18 DeepFlavor=(nanoaod btagDeepFlavB) loose: 0.0490, medium: 0.2783, tight: 0.7100
# c-jet tag is based on two-D cuts, medium DeepJet WP:
# UL17 CvsL=btagDeepFlavCvL: 0.085, CvsB=btagDeepFlavCvB: 0.34
# UL18 CvsL=btagDeepFlavCvL: 0.099, CvsB=btagDeepFlavCvB: 0.325
# c-tag not available in NANOAOD yet
jets = Collection(event, 'Jet')
j1_pt = -99
j1_eta = -99
j1_phi = -99
j1_mass = -99
j2_pt = -99
j2_eta = -99
j2_phi = -99
j2_mass = -99
j3_pt = -99
j3_eta = -99
j3_phi = -99
j3_mass = -99
j4_pt = -99
j4_eta = -99
j4_phi = -99
j4_mass = -99
mj1j2 = -99
mj1j3 = -99
mj1j4 = -99
mj2j3 = -99
mj2j4 = -99
mj3j4 = -99
mj1j2j3 = -99
mj1j2j4 = -99
mj2j3j4 = -99
mj1j2j3j4 = -99
drj1j2 = -99
drj1j3 = -99
drj1j4 = -99
drj2j3 = -99
drj2j4 = -99
drj3j4 = -99
DeepB_loose_j1_pt = -99
DeepB_loose_j1_eta = -99
DeepB_loose_j1_phi = -99
DeepB_loose_j1_mass = -99
DeepB_loose_j2_pt = -99
DeepB_loose_j2_eta = -99
DeepB_loose_j2_phi = -99
DeepB_loose_j2_mass = -99
DeepB_loose_j3_pt = -99
DeepB_loose_j3_eta = -99
DeepB_loose_j3_phi = -99
DeepB_loose_j3_mass = -99
DeepB_medium_j1_pt = -99
DeepB_medium_j1_eta = -99
DeepB_medium_j1_phi = -99
DeepB_medium_j1_mass = -99
DeepB_medium_j2_pt = -99
DeepB_medium_j2_eta = -99
DeepB_medium_j2_phi = -99
DeepB_medium_j2_mass = -99
DeepB_medium_j3_pt = -99
DeepB_medium_j3_eta = -99
DeepB_medium_j3_phi = -99
DeepB_medium_j3_mass = -99
DeepB_tight_j1_pt = -99
DeepB_tight_j1_eta = -99
DeepB_tight_j1_phi = -99
DeepB_tight_j1_mass = -99
DeepB_tight_j2_pt = -99
DeepB_tight_j2_eta = -99
DeepB_tight_j2_phi = -99
DeepB_tight_j2_mass = -99
DeepB_tight_j3_pt = -99
DeepB_tight_j3_eta = -99
DeepB_tight_j3_phi = -99
DeepB_tight_j3_mass = -99
tightJets_id_in24 = []
tightJets_id_in47 = []
tightJets_b_DeepJetloose_id = []
tightJets_b_DeepJetmedium_id = []
tightJets_b_DeepJettight_id = []
# require DeltaR between Jets and tight leptons greater than 0.4
jet_v4_all = []
for ijet in range(0, event.nJet):
jet_is_tau = 0
if nHad_tau > 0:
for ita in Had_tau_id:
if ijet == event.Tau_jetIdx[ita]:
jet_is_tau = 1
if jet_is_tau:
continue
pass_jet_lep_Dr = 1
jet_v4_temp.SetPtEtaPhiM(
event.Jet_pt_nom[ijet], event.Jet_eta[ijet], event.Jet_phi[ijet], event.Jet_mass_nom[ijet])
for ilep in range(0, len(tightLeptons)):
if jet_v4_temp.DeltaR(tightLeptons[ilep]) < 0.4:
pass_jet_lep_Dr = 0
if not (pass_jet_lep_Dr > 0):
continue
if not (jets[ijet].jetId == 6 and event.Jet_pt_nom[ijet] > 30):
continue # tight jets with pT > 30 GeV
if (event.Jet_pt_nom[ijet] < 50 and not (jets[ijet].puId == 7)):
continue
if abs(jets[ijet].eta) < 4.7 and abs(jets[ijet].eta) >= 2.4:
tightJets_id_in47.append(ijet)
if abs(jets[ijet].eta) < 2.4:
tightJets_id_in24.append(ijet)
jet_v4_all.append(jet_v4_temp.Clone())
# https://btv-wiki.docs.cern.ch/ScaleFactors/UL2016preVFP/
# https://btv-wiki.docs.cern.ch/ScaleFactors/UL2016postVFP/
# https://btv-wiki.docs.cern.ch/ScaleFactors/UL2017/
# https://btv-wiki.docs.cern.ch/ScaleFactors/UL2018/
WPbtagger = {
'2016apv':{'L': 0.0508, 'M': 0.2598, 'T': 0.6502},
'2016':{'L': 0.0480, 'M': 0.2489, 'T': 0.6377},
'2017':{'L': 0.0532, 'M': 0.3040, 'T': 0.7476},
'2018':{'L': 0.0490, 'M': 0.2783, 'T': 0.7100}
}
#Taking b-jets
if jets[ijet].btagDeepFlavB > WPbtagger[self.year]["T"]:
tightJets_b_DeepJetloose_id.append(ijet)
tightJets_b_DeepJetmedium_id.append(ijet)
tightJets_b_DeepJettight_id.append(ijet)
elif jets[ijet].btagDeepFlavB > WPbtagger[self.year]["M"]:
tightJets_b_DeepJetloose_id.append(ijet)
tightJets_b_DeepJetmedium_id.append(ijet)
elif jets[ijet].btagDeepFlavB > WPbtagger[self.year]["L"]:
tightJets_b_DeepJetloose_id.append(ijet)
# HT (sum of all tightjets)
HT = 0
for ijet in range(0, len(tightJets_id_in24)):
HT = HT+event.Jet_pt_nom[tightJets_id_in24[ijet]]
self.out.fillBranch("HT", HT)
for ijet in range(0, event.nJet):
if not (ijet in tightJets_id_in24):
continue
if (ijet in tightJets_b_DeepJetmedium_id):
continue
n_tight_jet = len(tightJets_id_in24)
n_bjet_DeepB_loose = len(tightJets_b_DeepJetloose_id)
n_bjet_DeepB_medium = len(tightJets_b_DeepJetmedium_id)
n_bjet_DeepB_tight = len(tightJets_b_DeepJettight_id)
# gkole try (28/09/2023)
if n_tight_jet < 2:
return False
# if n_bjet_DeepB_medium < 1: return False
self.out.fillBranch("n_tight_jet", n_tight_jet)
self.out.fillBranch("n_bjet_DeepB_loose", n_bjet_DeepB_loose)
self.out.fillBranch("n_bjet_DeepB_medium", n_bjet_DeepB_medium)
self.out.fillBranch("n_bjet_DeepB_tight", n_bjet_DeepB_tight)
Had_tau_id.extend(np.zeros(event.nTau-len(Had_tau_id), int)-1)
self.out.fillBranch("Had_tau_id", Had_tau_id)
if n_tight_jet > 3:
j4_pt = event.Jet_pt_nom[tightJets_id_in24[3]]
j4_eta = event.Jet_eta[tightJets_id_in24[3]]
j4_phi = event.Jet_phi[tightJets_id_in24[3]]
j4_mass = event.Jet_mass_nom[tightJets_id_in24[3]]
j3_pt = event.Jet_pt_nom[tightJets_id_in24[2]]
j3_eta = event.Jet_eta[tightJets_id_in24[2]]
j3_phi = event.Jet_phi[tightJets_id_in24[2]]
j3_mass = event.Jet_mass_nom[tightJets_id_in24[2]]
j2_pt = event.Jet_pt_nom[tightJets_id_in24[1]]
j2_eta = event.Jet_eta[tightJets_id_in24[1]]
j2_phi = event.Jet_phi[tightJets_id_in24[1]]
j2_mass = event.Jet_mass_nom[tightJets_id_in24[1]]
j1_pt = event.Jet_pt_nom[tightJets_id_in24[0]]
j1_eta = event.Jet_eta[tightJets_id_in24[0]]
j1_phi = event.Jet_phi[tightJets_id_in24[0]]
j1_mass = event.Jet_mass_nom[tightJets_id_in24[0]]
mj1j2 = (jet_v4_all[0]+jet_v4_all[1]).M()
mj1j3 = (jet_v4_all[0]+jet_v4_all[2]).M()
mj1j4 = (jet_v4_all[0]+jet_v4_all[3]).M()
mj2j3 = (jet_v4_all[1]+jet_v4_all[2]).M()
mj2j4 = (jet_v4_all[1]+jet_v4_all[3]).M()
mj3j4 = (jet_v4_all[2]+jet_v4_all[3]).M()
mj1j2j3 = (jet_v4_all[0]+jet_v4_all[1]+jet_v4_all[2]).M()
mj1j2j4 = (jet_v4_all[0]+jet_v4_all[1]+jet_v4_all[3]).M()
mj2j3j4 = (jet_v4_all[1]+jet_v4_all[2]+jet_v4_all[3]).M()
mj1j2j3j4 = (jet_v4_all[0]+jet_v4_all[1] +
jet_v4_all[2]+jet_v4_all[3]).M()
drj1j2 = jet_v4_all[0].DeltaR(jet_v4_all[1])
drj1j3 = jet_v4_all[0].DeltaR(jet_v4_all[2])
drj1j4 = jet_v4_all[0].DeltaR(jet_v4_all[3])
drj2j3 = jet_v4_all[1].DeltaR(jet_v4_all[2])
drj2j4 = jet_v4_all[1].DeltaR(jet_v4_all[3])
drj3j4 = jet_v4_all[2].DeltaR(jet_v4_all[3])
if n_tight_jet == 3:
j3_pt = event.Jet_pt_nom[tightJets_id_in24[2]]
j3_eta = event.Jet_eta[tightJets_id_in24[2]]
j3_phi = event.Jet_phi[tightJets_id_in24[2]]
j3_mass = event.Jet_mass_nom[tightJets_id_in24[2]]
j2_pt = event.Jet_pt_nom[tightJets_id_in24[1]]
j2_eta = event.Jet_eta[tightJets_id_in24[1]]
j2_phi = event.Jet_phi[tightJets_id_in24[1]]
j2_mass = event.Jet_mass_nom[tightJets_id_in24[1]]
j1_pt = event.Jet_pt_nom[tightJets_id_in24[0]]
j1_eta = event.Jet_eta[tightJets_id_in24[0]]
j1_phi = event.Jet_phi[tightJets_id_in24[0]]
j1_mass = event.Jet_mass_nom[tightJets_id_in24[0]]
mj1j2 = (jet_v4_all[0]+jet_v4_all[1]).M()
mj1j3 = (jet_v4_all[0]+jet_v4_all[2]).M()
mj2j3 = (jet_v4_all[1]+jet_v4_all[2]).M()
mj1j2j3 = (jet_v4_all[0]+jet_v4_all[1]+jet_v4_all[2]).M()
drj1j2 = jet_v4_all[0].DeltaR(jet_v4_all[1])
drj1j3 = jet_v4_all[0].DeltaR(jet_v4_all[2])
drj2j3 = jet_v4_all[1].DeltaR(jet_v4_all[2])
if n_tight_jet == 2:
j2_pt = event.Jet_pt_nom[tightJets_id_in24[1]]
j2_eta = event.Jet_eta[tightJets_id_in24[1]]
j2_phi = event.Jet_phi[tightJets_id_in24[1]]
j2_mass = event.Jet_mass_nom[tightJets_id_in24[1]]
j1_pt = event.Jet_pt_nom[tightJets_id_in24[0]]
j1_eta = event.Jet_eta[tightJets_id_in24[0]]
j1_phi = event.Jet_phi[tightJets_id_in24[0]]
j1_mass = event.Jet_mass_nom[tightJets_id_in24[0]]
mj1j2 = (jet_v4_all[0]+jet_v4_all[1]).M()
drj1j2 = jet_v4_all[0].DeltaR(jet_v4_all[1])
if n_tight_jet == 1:
j1_pt = event.Jet_pt_nom[tightJets_id_in24[0]]
j1_eta = event.Jet_eta[tightJets_id_in24[0]]
j1_phi = event.Jet_phi[tightJets_id_in24[0]]
j1_mass = event.Jet_mass_nom[tightJets_id_in24[0]]
if n_bjet_DeepB_loose > 2:
DeepB_loose_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_eta = event.Jet_eta[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_phi = event.Jet_phi[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j2_pt = event.Jet_pt_nom[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j2_eta = event.Jet_eta[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j2_phi = event.Jet_phi[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j2_mass = event.Jet_mass_nom[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j3_pt = event.Jet_pt_nom[tightJets_b_DeepJetloose_id[2]]
DeepB_loose_j3_eta = event.Jet_eta[tightJets_b_DeepJetloose_id[2]]
DeepB_loose_j3_phi = event.Jet_phi[tightJets_b_DeepJetloose_id[2]]
DeepB_loose_j3_mass = event.Jet_mass_nom[tightJets_b_DeepJetloose_id[2]]
if n_bjet_DeepB_loose == 2:
DeepB_loose_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_eta = event.Jet_eta[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_phi = event.Jet_phi[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j2_pt = event.Jet_pt_nom[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j2_eta = event.Jet_eta[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j2_phi = event.Jet_phi[tightJets_b_DeepJetloose_id[1]]
DeepB_loose_j2_mass = event.Jet_mass_nom[tightJets_b_DeepJetloose_id[1]]
if n_bjet_DeepB_loose == 1:
DeepB_loose_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_eta = event.Jet_eta[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_phi = event.Jet_phi[tightJets_b_DeepJetloose_id[0]]
DeepB_loose_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJetloose_id[0]]
if n_bjet_DeepB_medium > 2:
DeepB_medium_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_eta = event.Jet_eta[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_phi = event.Jet_phi[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j2_pt = event.Jet_pt_nom[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j2_eta = event.Jet_eta[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j2_phi = event.Jet_phi[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j2_mass = event.Jet_mass_nom[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j3_pt = event.Jet_pt_nom[tightJets_b_DeepJetmedium_id[2]]
DeepB_medium_j3_eta = event.Jet_eta[tightJets_b_DeepJetmedium_id[2]]
DeepB_medium_j3_phi = event.Jet_phi[tightJets_b_DeepJetmedium_id[2]]
DeepB_medium_j3_mass = event.Jet_mass_nom[tightJets_b_DeepJetmedium_id[2]]
if n_bjet_DeepB_medium == 2:
DeepB_medium_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_eta = event.Jet_eta[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_phi = event.Jet_phi[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j2_pt = event.Jet_pt_nom[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j2_eta = event.Jet_eta[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j2_phi = event.Jet_phi[tightJets_b_DeepJetmedium_id[1]]
DeepB_medium_j2_mass = event.Jet_mass_nom[tightJets_b_DeepJetmedium_id[1]]
if n_bjet_DeepB_medium == 1:
DeepB_medium_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_eta = event.Jet_eta[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_phi = event.Jet_phi[tightJets_b_DeepJetmedium_id[0]]
DeepB_medium_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJetmedium_id[0]]
if n_bjet_DeepB_tight > 2:
DeepB_tight_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_eta = event.Jet_eta[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_phi = event.Jet_phi[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j2_pt = event.Jet_pt_nom[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j2_eta = event.Jet_eta[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j2_phi = event.Jet_phi[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j2_mass = event.Jet_mass_nom[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j3_pt = event.Jet_pt_nom[tightJets_b_DeepJettight_id[2]]
DeepB_tight_j3_eta = event.Jet_eta[tightJets_b_DeepJettight_id[2]]
DeepB_tight_j3_phi = event.Jet_phi[tightJets_b_DeepJettight_id[2]]
DeepB_tight_j3_mass = event.Jet_mass_nom[tightJets_b_DeepJettight_id[2]]
if n_bjet_DeepB_tight == 2:
DeepB_tight_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_eta = event.Jet_eta[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_phi = event.Jet_phi[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j2_pt = event.Jet_pt_nom[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j2_eta = event.Jet_eta[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j2_phi = event.Jet_phi[tightJets_b_DeepJettight_id[1]]
DeepB_tight_j2_mass = event.Jet_mass_nom[tightJets_b_DeepJettight_id[1]]
if n_bjet_DeepB_tight == 1:
DeepB_tight_j1_pt = event.Jet_pt_nom[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_eta = event.Jet_eta[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_phi = event.Jet_phi[tightJets_b_DeepJettight_id[0]]
DeepB_tight_j1_mass = event.Jet_mass_nom[tightJets_b_DeepJettight_id[0]]
self.out.fillBranch("j1_pt", j1_pt)
self.out.fillBranch("j1_eta", j1_eta)
self.out.fillBranch("j1_phi", j1_phi)
self.out.fillBranch("j1_mass", j1_mass)
self.out.fillBranch("j2_pt", j2_pt)
self.out.fillBranch("j2_eta", j2_eta)
self.out.fillBranch("j2_phi", j2_phi)
self.out.fillBranch("j2_mass", j2_mass)
self.out.fillBranch("j3_pt", j3_pt)
self.out.fillBranch("j3_eta", j3_eta)
self.out.fillBranch("j3_phi", j3_phi)
self.out.fillBranch("j3_mass", j3_mass)
self.out.fillBranch("j4_pt", j4_pt)
self.out.fillBranch("j4_eta", j4_eta)
self.out.fillBranch("j4_phi", j4_phi)
self.out.fillBranch("j4_mass", j4_mass)
self.out.fillBranch("mj1j2", mj1j2)
self.out.fillBranch("mj1j3", mj1j3)
self.out.fillBranch("mj1j4", mj1j4)
self.out.fillBranch("mj2j3", mj2j3)
self.out.fillBranch("mj2j4", mj2j4)
self.out.fillBranch("mj3j4", mj3j4)
self.out.fillBranch("mj1j2j3", mj1j2j3)
self.out.fillBranch("mj1j2j4", mj1j2j4)
self.out.fillBranch("mj2j3j4", mj2j3j4)
self.out.fillBranch("mj1j2j3j4", mj1j2j3j4)
self.out.fillBranch("drj1j2", drj1j2)
self.out.fillBranch("drj1j3", drj1j3)
self.out.fillBranch("drj1j4", drj1j4)
self.out.fillBranch("drj2j3", drj2j3)
self.out.fillBranch("drj2j4", drj2j4)
self.out.fillBranch("drj3j4", drj3j4)
self.out.fillBranch("DeepB_loose_j1_pt", DeepB_loose_j1_pt)
self.out.fillBranch("DeepB_loose_j1_eta", DeepB_loose_j1_eta)
self.out.fillBranch("DeepB_loose_j1_phi", DeepB_loose_j1_phi)
self.out.fillBranch("DeepB_loose_j1_mass", DeepB_loose_j1_mass)
self.out.fillBranch("DeepB_loose_j2_pt", DeepB_loose_j2_pt)
self.out.fillBranch("DeepB_loose_j2_eta", DeepB_loose_j2_eta)
self.out.fillBranch("DeepB_loose_j2_phi", DeepB_loose_j2_phi)
self.out.fillBranch("DeepB_loose_j2_mass", DeepB_loose_j2_mass)
self.out.fillBranch("DeepB_loose_j3_pt", DeepB_loose_j3_pt)
self.out.fillBranch("DeepB_loose_j3_eta", DeepB_loose_j3_eta)
self.out.fillBranch("DeepB_loose_j3_phi", DeepB_loose_j3_phi)
self.out.fillBranch("DeepB_loose_j3_mass", DeepB_loose_j3_mass)
self.out.fillBranch("DeepB_medium_j1_pt", DeepB_medium_j1_pt)
self.out.fillBranch("DeepB_medium_j1_eta", DeepB_medium_j1_eta)
self.out.fillBranch("DeepB_medium_j1_phi", DeepB_medium_j1_phi)
self.out.fillBranch("DeepB_medium_j1_mass", DeepB_medium_j1_mass)
self.out.fillBranch("DeepB_medium_j2_pt", DeepB_medium_j2_pt)
self.out.fillBranch("DeepB_medium_j2_eta", DeepB_medium_j2_eta)
self.out.fillBranch("DeepB_medium_j2_phi", DeepB_medium_j2_phi)
self.out.fillBranch("DeepB_medium_j2_mass", DeepB_medium_j2_mass)
self.out.fillBranch("DeepB_medium_j3_pt", DeepB_medium_j3_pt)
self.out.fillBranch("DeepB_medium_j3_eta", DeepB_medium_j3_eta)
self.out.fillBranch("DeepB_medium_j3_phi", DeepB_medium_j3_phi)
self.out.fillBranch("DeepB_medium_j3_mass", DeepB_medium_j3_mass)
self.out.fillBranch("DeepB_loose_j1_pt", DeepB_loose_j1_pt)
self.out.fillBranch("DeepB_loose_j1_eta", DeepB_loose_j1_eta)
self.out.fillBranch("DeepB_loose_j1_phi", DeepB_loose_j1_phi)
self.out.fillBranch("DeepB_loose_j1_mass", DeepB_loose_j1_mass)
self.out.fillBranch("DeepB_loose_j2_pt", DeepB_loose_j2_pt)
self.out.fillBranch("DeepB_loose_j2_eta", DeepB_loose_j2_eta)
self.out.fillBranch("DeepB_loose_j2_phi", DeepB_loose_j2_phi)
self.out.fillBranch("DeepB_loose_j2_mass", DeepB_loose_j2_mass)
self.out.fillBranch("DeepB_loose_j3_pt", DeepB_loose_j3_pt)
self.out.fillBranch("DeepB_loose_j3_eta", DeepB_loose_j3_eta)
self.out.fillBranch("DeepB_loose_j3_phi", DeepB_loose_j3_phi)
self.out.fillBranch("DeepB_loose_j3_mass", DeepB_loose_j3_mass)
tightJets_id_in24.extend(
np.zeros(event.nJet-len(tightJets_id_in24), int)-1)
tightJets_id_in47.extend(
np.zeros(event.nJet-len(tightJets_id_in47), int)-1)
tightJets_b_DeepJetloose_id.extend(
np.zeros(event.nJet-len(tightJets_b_DeepJetloose_id), int)-1)
tightJets_b_DeepJetmedium_id.extend(
np.zeros(event.nJet-len(tightJets_b_DeepJetmedium_id), int)-1)
tightJets_b_DeepJettight_id.extend(
np.zeros(event.nJet-len(tightJets_b_DeepJettight_id), int)-1)
self.out.fillBranch("tightJets_id_in24", tightJets_id_in24)
self.out.fillBranch("tightJets_id_in47", tightJets_id_in47)
self.out.fillBranch("tightJets_b_DeepJetloose_id",
tightJets_b_DeepJetloose_id)
self.out.fillBranch("tightJets_b_DeepJetmedium_id",
tightJets_b_DeepJetmedium_id)
self.out.fillBranch("tightJets_b_DeepJettight_id",
tightJets_b_DeepJettight_id)
# BH region (the requirement on bjet will separate this region to signal region and w-region)
# region: only 1 tight leptons, at least three jets
# bh region lepton number selections
bh_nl = False
# bh region jet and bjet selection
bh_jets = False
# bh region tag, 1: muon, 2:ele
bh_region = 0
bh_l1_id = -1
bh_l1_pdgid = -99
bh_l1_pt = -99
bh_l1_eta = -99
bh_l1_phi = -99
bh_l1_mass = -99
bh_met = -99
bh_met_phi = -99
bh_dr_l1j1 = -99
bh_dr_l1j2 = -99
bh_dr_l1j3 = -99
bh_dr_l1j4 = -99
bh_mlj1 = -99
bh_mlj2 = -99
bh_mlj3 = -99
bh_mlj4 = -99
bh_mlj1j2 = -99
bh_mlj1j3 = -99
bh_mlj1j4 = -99
bh_mlj2j3 = -99
bh_mlj2j4 = -99
bh_mlj3j4 = -99
bh_mlb1 = -99
bh_mlb2 = -99
bh_mlb3 = -99
bh_mlb1b2 = -99
bh_mlb1b3 = -99
bh_mlb2b3 = -99
# 2th lepton veto
if len(tightLeptons) == 1 and len(looseLeptons) == 0:
if (n_tight_muon == 1 and tightMuons[0].Pt() > muon_pt) or (n_tight_ele == 1 and tightElectrons[0].Pt() > ele_pt):
bh_nl = True
# at least three jets (bjet requirement will applied at plot level)
if bh_nl and n_tight_jet > 2:
bh_jets = True
if bh_nl:
if self.is_mc:
bh_met = event.MET_T1Smear_pt
bh_met_phi = event.MET_T1Smear_phi
else:
bh_met = event.MET_T1_pt
bh_met_phi = event.MET_T1_phi
if len(tightMuons) == 1: