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generalTreeAnalyzer_80X_softdrop.py
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generalTreeAnalyzer_80X_softdrop.py
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import os
import glob
import math
import ROOT
from ROOT import *
#ROOT.gROOT.Macro("rootlogon.C")
import FWCore.ParameterSet.Config as cms
import sys
from DataFormats.FWLite import Events, Handle
from array import *
#ROOT.gSystem.Load('libCondFormatsBTagObjects')
#command line options
from optparse import OptionParser
parser = OptionParser()
parser.add_option("-f", "--pathIn", dest="inputFile",
help="inputFile path")
parser.add_option("-o", "--outName", dest="outName",
help="output file name")
parser.add_option("-i", "--min", dest="min",
help="input index low end")
parser.add_option("-j", "--max", dest="max",
help="input index high end")
parser.add_option("-l", "--file", dest="txt",
help="input txt file")
parser.add_option("-m", "--isMC", dest="isMC",
help="bool for is MC")
parser.add_option("-y", "--saveTrig", dest="saveTrig",
help="bool to not save triggers for background")
parser.add_option("-x", "--xsec", dest="xsec",
help="cross section")
parser.add_option("-S", "--syst", dest="syst",
help="Systematic")
(options, args) = parser.parse_args()
inputfile = options.txt
ff_n = 1000
num1 = int(options.min)
num2 = int(options.max)
d1 = options.outName
d2 = '_'
print(options.outName)
outputfilename = d1 + d2 + options.min + '.root'
print outputfilename
import copy
File_tr=ROOT.TFile.Open("trigger_objects.root", "R")
histo_efficiency=copy.copy(File_tr.Get("histo_efficiency"))
histo_efficiency_up=copy.copy(File_tr.Get("histo_efficiency_upper"))
histo_efficiency_down=copy.copy(File_tr.Get("histo_efficiency_lower"))
histo_efficiency_2up=copy.copy(File_tr.Get("histo_efficiency_upper_2sigma"))
histo_efficiency_2down=copy.copy(File_tr.Get("histo_efficiency_lower_2sigma"))
File_tr.Close()
PuppiWeightFile = ROOT.TFile.Open("puppiCorr.root","R")
puppisd_corrGEN = PuppiWeightFile.Get("puppiJECcorr_gen")
puppisd_corrRECO_cen = PuppiWeightFile.Get("puppiJECcorr_reco_0eta1v3")
puppisd_corrRECO_for = PuppiWeightFile.Get("puppiJECcorr_reco_1v3eta2v5")
PuppiWeightFile.Close()
#defining functions
def div_except(a, b):
if b>0:
return float(a)/b
else:
return 1
def btagging_efficiency_medium(pt):
result = 0.898 + 0.0002254*pt -1.74e-6*pt*pt +2.71e-9*pt*pt*pt -1.39e-12*pt*pt*pt*pt
return result
def trigger_function(histo_efficiency,htJet30=700):
result = histo_efficiency.GetBinContent(htJet30)
return result
def ClosestJet(jets, fourvec): #returns the index of the jet (from a collection "jets") closest to the given four-vector
DR = 9999.
index = -1
for j in range(0,len(jets)):
if jets[j].Pt() > 0 :
dR = fourvec.DeltaR(jets[j])
if dR < DR :
DR = fourvec.DeltaR(jets[j])
index = j
return index
def MatchCollection(Col, jet): #matches a jet to a jet in a different collection
j = -1
dr = 0.4
for i in range(len(Col)):
C = ROOT.TLorentzVector()
C.SetPtEtaPhiM( Col[i].Pt(), Col[i].Eta(), Col[i].Phi(), Col[i].M() )
dr = abs(jet.DeltaR(C))
if dr < 0.4 :
#print "WOOHOO MATCH with index " + str(j) + " with dr " + str(dr)
j = i
break
if dr > 0.4:
# print "No Match :( for dr: " + str(dr)
# print "index " + str(j)
return -1
return j
def MatchCollection2(Col, jet, index): #matches a jet to a jet in a different collection
j = -1
dr = 0.4
for i in range(len(Col)):
if i != index:
C = ROOT.TLorentzVector()
C.SetPtEtaPhiM( Col[i].Pt(), Col[i].Eta(), Col[i].Phi(), Col[i].M() )
dr = abs(jet.DeltaR(C))
if dr < 0.4 :
#print "WOOHOO MATCH with index " + str(j) + " with dr " + str(dr)
j = i
break
if dr > 0.4:
# print "No Match :( for dr: " + str(dr)
# print "index " + str(j)
return -1
return j
def MatchCollection3(Col, jet, index1, index2): #matches a jet to a jet in a different collection
j = -1
dr = 0.4
for i in range(len(Col)):
if i != index1 and i != index2:
C = ROOT.TLorentzVector()
C.SetPtEtaPhiM( Col[i].Pt(), Col[i].Eta(), Col[i].Phi(), Col[i].M() )
dr = abs(jet.DeltaR(C))
if dr < 0.4 :
#print "WOOHOO MATCH with index " + str(j) + " with dr " + str(dr)
j = i
break
if dr > 0.4:
# print "No Match :( for dr: " + str(dr)
# print "index " + str(j)
return -1
return j
def MatchCollection4(Col, jet, index1, index2, index3): #matches a jet to a jet in a different collection
j = -1
dr = 0.4
for i in range(len(Col)):
if i != index1 and i != index2 and i != index3:
C = ROOT.TLorentzVector()
C.SetPtEtaPhiM( Col[i].Pt(), Col[i].Eta(), Col[i].Phi(), Col[i].M() )
dr = abs(jet.DeltaR(C))
if dr < 0.4 :
#print "WOOHOO MATCH with index " + str(j) + " with dr " + str(dr)
j = i
break
if dr > 0.4:
# print "No Match :( for dr: " + str(dr)
# print "index " + str(j)
return -1
return j
def open_files(file_name) : #opens files to run on
g = open(file_name)
list_file = []
final_list = []
for i in range(ff_n): # this is the length of the file
list_file.append(g.readline().split())
s = options.inputFile
for i in range(len(list_file)):
for j in range(len(list_file[i])) :
final_list.append(s + list_file[i][j])
print final_list
return final_list
def deltaR( particle, jet ) : #gives deltaR between two particles
DeltaPhiHere = math.fabs( particle.phi() - jet.phi() )
if DeltaPhiHere > math.pi :
DeltaPhiHere = 2*math.pi - DeltaPhiHere
deltaRHere = math.sqrt( (particle.eta() - jet.eta() )**2 + ( DeltaPhiHere )**2 )
return deltaRHere
def getPUPPIweight( puppipt, puppieta ):
genCorr = 1.
recoCorr = 1.
totalWeight = 1.
genCorr = puppisd_corrGEN.Eval( puppipt )
if math.fabs(puppieta) <= 1.3:
recoCorr = puppisd_corrRECO_cen.Eval( puppipt )
else:
recoCorr = puppisd_corrRECO_for.Eval( puppipt )
totalWeight = genCorr * recoCorr
return totalWeight
print sys.argv[1]
f = ROOT.TFile(outputfilename, 'recreate')
f.cd()
myTree = ROOT.TTree('myTree', 'myTree')
#creating the tree objects we need
regressedJetpT_0 = array('f', [-100.0])
regressedJetpT_1 = array('f', [-100.0])
jet1pt = array('f', [-100.0])
jet2pt = array('f', [-100.0])
jet1pt_reg = array('f', [-100.0])
jet2pt_reg = array('f', [-100.0])
jet1mass_reg = array('f', [-100.0])
jet2mass_reg = array('f', [-100.0])
jet1mass_reg_noL2L3 = array('f', [-100.0])
jet2mass_reg_noL2L3 = array('f', [-100.0])
jet1NearbyJetcsvArray = array('f', [-100.0, -100.0, -100.0, -100.0])
jet2NearbyJetcsvArray = array('f', [-100.0, -100.0, -100.0, -100.0])
jet1NearbyJetcmvaArray = array('f', [-100.0, -100.0, -100.0, -100.0])
jet2NearbyJetcmvaArray = array('f', [-100.0, -100.0, -100.0, -100.0])
jet1NJcsv = array('f', [-100.0])
jet2NJcsv = array('f', [-100.0])
jet1NJcmva = array('f', [-100.0])
jet2NJcmva = array('f', [-100.0])
jet1ID = array('f', [-100.0])
jet2ID = array('f', [-100.0])
jet1eta = array('f', [-100.0])
jet2eta = array('f', [-100.0])
jet1phi = array('f', [-100.0])
jet2phi = array('f', [-100.0])
jet1mass = array('f', [-100.0])
jet2mass = array('f', [-100.0])
etadiff = array('f', [-100.0])
dijetmass = array('f', [-100.0])
dijetmass_corr = array('f', [-100.0])
dijetmass_reg = array('f', [-100.0])
dijetmass_TLpruned_Subpruned = array('f', [-100.0])
dijetmass_TLpruned_Subregressed = array('f', [-100.0])
dijetmass_TLregressed_Subpruned = array('f', [-100.0])
dijetmass_TLregressed_Subregressed = array('f', [-100.0])
dijetmass_TLungroomed_Subregressed = array('f', [-100.0])
dijetmass_TLungroomed_Subpruned = array('f', [-100.0])
dijetmass_TLregressed_Subungroomed = array('f', [-100.0])
dijetmass_TLpruned_Subungroomed = array('f', [-100.0])
dijetmass_corr_punc = array('f', [-100.0])
jet1tau21 = array('f', [-100.0])
jet2tau21 = array('f', [-100.0])
jet1pmass = array('f', [-100.0])
jet2pmass = array('f', [-100.0])
jet1pmass_noL2L3 = array('f', [-100.0])
jet1pmass_CA15 = array('f', [-100.0])
jet1pmassunc = array('f', [-100.0])
jet2pmassunc = array('f', [-100.0])
jet1bbtag = array('f', [-100.0])
jet2bbtag = array('f', [-100.0])
jet1s1csv = array('f', [-100.0])
jet2s1csv = array('f', [-100.0])
jet1s2csv = array('f', [-100.0])
jet2s2csv = array('f', [-100.0])
jet1_puppi_pt = array('f', [-100.0])
jet2_puppi_pt = array('f', [-100.0])
jet1_puppi_eta = array('f', [-100.0])
jet2_puppi_eta = array('f', [-100.0])
jet1_puppi_phi = array('f', [-100.0])
jet2_puppi_phi = array('f', [-100.0])
jet1_puppi_mass = array('f', [-100.0])
jet2_puppi_mass = array('f', [-100.0])
jet1_puppi_tau21 = array('f', [-100.0])
jet2_puppi_tau21 = array('f', [-100.0])
jet1_puppi_msoftdrop = array('f', [-100.0])
jet2_puppi_msoftdrop = array('f', [-100.0])
jet1_puppi_msoftdrop_corrL2L3 = array('f', [-100.0])
jet2_puppi_msoftdrop_corrL2L3 = array('f', [-100.0])
jet1_puppi_TheaCorr = array('f', [-100.0])
jet2_puppi_TheaCorr = array('f', [-100.0])
#jet1_puppi_msoftdrop_raw = array('f', [-100.0])
#jet2_puppi_msoftdrop_raw = array('f', [-100.0])
jetSJfla = array('f', [-100.0]*4)
jetSJpt = array('f', [-100.0]*4)
jetSJcsv = array('f', [-100.0]*4)
jetSJeta = array('f', [-100.0]*4)
triggerpassbb = array('f', [-100.0])
triggerpasssj = array('f', [-100.0])
nHiggsTags = array('f', [-100.0])
nTrueInt = array('f', [-100])
vtype = array('f', [-100.0])
isData = array('f', [100.0])
jet1nbHadron = array('f', [-100.0])
jet2nbHadron = array('f', [-100.0])
jet1flavor = array('f', [-100.0])
jet2flavor = array('f', [-100.0])
jet1ncHadron = array('f', [-100.0])
jet2ncHadron = array('f', [-100.0])
gen1Pt = array('f', [-100.0])
gen1phi = array('f', [-100.0])
gen1Eta = array('f', [-100.0])
gen1Mass = array('f', [-100.0])
gen1ID = array('f', [-100.0])
gen2Pt = array('f', [-100.0])
gen2Phi = array('f', [-100.0])
gen2Eta = array('f', [-100.0])
gen2Mass = array('f', [-100.0])
gen2ID = array('f', [-100.0])
jet1l1l2l3 = array('f', [-100.0])
jet1l2l3 = array('f', [-100.0])
jet2l1l2l3 = array('f', [-100.0])
jet2l2l3 = array('f', [-100.0])
jet1JER = array('f', [-100.0])
jet2JER = array('f', [-100.0])
puWeights = array('f', [-100.0])
puWeightsUp = array('f', [-100.0])
puWeightsDown = array('f', [-100.0])
json = array('f', [-100.0])
bbtag1SF = array('f', [-100.0])
bbtag2SF = array('f', [-100.0])
bbtag1SFUp = array('f', [-100.0])
bbtag2SFUp = array('f', [-100.0])
bbtag1SFDown = array('f', [-100.0])
bbtag2SFDown = array('f', [-100.0])
passesBoosted = array('f', [-100.0])
passesResolved = array('f', [-100.0])
SF = array('f', [-100.0])
SFup = array('f', [-100.0])
SFdown = array('f', [-100.0])
SF4sj = array('f', [-100.0])
SF4sjUp = array('f', [-100.0])
SF4sjDown = array('f', [-100.0])
SF3sj = array('f', [-100.0])
SF3sjUp = array('f', [-100.0])
SF3sjDown = array('f', [-100.0])
trigWeight = array('f', [-100.0])
trigWeightUp = array('f', [-100.0])
trigWeightDown = array('f', [-100.0])
trigWeight2Up = array('f', [-100.0])
trigWeight2Down = array('f', [-100.0])
#norm = array('f', [-100.0])
evt = array('f', [-100.0])
ht = array('f', [-100.0])
htJet30 = array('f', [-100.0])
xsec = array('f', [-100.0])
sjSF = array('f', [-100.0])
sjSFup = array('f', [-100.0])
sjSFdown = array('f', [-100.0])
if options.isMC == 'True':
genJet1BH = array('f', [-100.0])
genjet2BH = array('f', [-100.0])
genjet1CH = array('f', [-100.0])
genjet2CH = array('f', [-100.0])
MET = array('f', [-100.0])
nAK08Jets = array('f', [-100.0])
nAK04Jets = array('f', [-100.0])
DeltaPhi1 = array('f', [-100.0])
DeltaPhi2 = array('f', [-100.0])
DeltaPhi3 = array('f', [-100.0])
DeltaPhi4 = array('f', [-100.0])
nAK04btagsMWP = array('f', [-100.0])
nLooseEle = array('f', [-100.0])
nLooseMu = array('f', [-100.0])
tPtsum = array('f', [-100.0])
ak4jet_pt = vector('double')()
ak4jet_eta = vector('double')()
ak4jet_phi = vector('double')()
ak4jet_mass = vector('double')()
ak4jetID = vector('double')()
ak4jetHeppyFlavour = vector('double')()
ak4jetMCflavour = vector('double')()
ak4jetPartonFlavour = vector('double')()
ak4jetHadronFlavour = vector('double')()
ak4jetCSVLSF = vector('double')()
ak4jetCSVLSF_Up = vector('double')()
ak4jetCSVLSF_Down = vector('double')()
ak4jetCSVMSF = vector('double')()
ak4jetCSVMSF_up = vector('double')()
ak4jetCSVMSF_Down = vector('double')()
ak4jetCSVTSF = vector('double')()
ak4jetCSVTSF_Up = vector('double')()
ak4jetCSVTSF_Down = vector('double')()
ak4jetCMVALSF = vector('double')()
ak4jetCMVALSF_Up = vector('double')()
ak4jetCMVALSF_Down = vector('double')()
ak4jetCMVAMSF = vector('double')()
ak4jetCMVAMSF_Up = vector('double')()
ak4jetCMVAMSF_Down = vector('double')()
ak4jetCMVATSF = vector('double')()
ak4jetCMVATSF_Up = vector('double')()
ak4jetCMVATSF_Down = vector('double')()
ak4jetCSV = vector('double')()
ak4jetCMVA = vector('double')()
ak4jetCorr = vector('double')()
ak4jetCorrJECUp = vector('double')()
ak4jetCorrJECDown = vector('double')()
ak4jetCorrJER = vector('double')()
ak4jetCorrJERUp = vector('double')()
ak4jetCorrJERDown = vector('double')()
ak4genJetPt = vector('double')()
ak4genJetPhi = vector('double')()
ak4genJetEta = vector('double')()
ak4genJetMass = vector('double')()
ak4genJetID = vector('double')()
if options.saveTrig == 'True':
HLT_AK8PFJet360_V = array('f', [-100.0])
# HLT_PFHT350_v = array('f', [-100.0])
HLT_PFHT400_SixJet30_v = array('f', [-100.0])
HLT_PFHT450_SixJet40_v = array('f', [-100.0])
HLT_PFMET120_Mu5_v = array('f', [-100.0])
HLT_PFHT800_v = array('f', [-100.0])
HLT_PFHT750_4JetPt50_v = array('f', [-100.0])
HLT_PFHT350_PFMET100_v = array('f', [-100.0])
HLT_PFMET170_NoiseCleaned_v = array('f', [-100.0])
HLT_PFMET120_PFMHT120_IDTight_v = array('f', [-100.0])
HLT_PFMET110_PFMHT110_IDTight_v = array('f', [-100.0])
HLT_PFMET100_PFMHT100_IDTight_v = array('f', [-100.0])
HLT_PFMET90_PFMHT90_IDTight_v = array('f', [-100.0])
HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v = array('f', [-100.0])
HLT_PFHT450_SixJet40_BTagCSV_p056_v = array('f', [-100.0])
HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v = array('f', [-100.0])
HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v = array('f', [-100.0])
HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v = array('f', [-100.0])
HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v = array('f', [-100.0])
HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v = array('f', [-100.0])
HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq200_v = array('f', [-100.0])
HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq460_v = array('f', [-100.0])
HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v = array('f', [-100.0])
HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq500_v = array('f', [-100.0])
HLT_QuadPFJet_VBF_v = array('f', [-100.0])
HLT_L1_TripleJet_VBF_v = array('f', [-100.0])
HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v = array('f', [-100.0])
HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v = array('f', [-100.0])
HLT_PFJet40_v = array('f', [-100.0])
HLT_PFJet60_v = array('f', [-100.0])
HLT_PFJet80_v = array('f', [-100.0])
HLT_PFJet140_v = array('f', [-100.0])
HLT_PFJet200_v = array('f', [-100.0])
HLT_PFJet260_v = array('f', [-100.0])
HLT_PFJet320_v = array('f', [-100.0])
HLT_PFJet400_v = array('f', [-100.0])
HLT_PFJet450_v = array('f', [-100.0])
HLT_DiPFJetAve40_v = array('f', [-100.0])
HLT_DiPFJetAve60_v = array('f', [-100.0])
HLT_DiPFJetAve80_v = array('f', [-100.0])
HLT_DiPFJetAve140_v = array('f', [-100.0])
HLT_DiPFJetAve200_v = array('f', [-100.0])
HLT_DiPFJetAve260_v = array('f', [-100.0])
HLT_DiPFJetAve320_V = array('f', [-100.0])
HLT_DoubleJetsC100_DoubleBTagCSV_p026_DoublePFJetsC160_v = array('f', [-100.0])
HLT_DoubleJetsC100_DoubleBTagCSV_p014_DoublePFJetsC100MaxDeta1p6_v = array('f', [-100.0])
HLT_QuadJet45_TripleBTagCSV_p087_v = array('f', [-100.0])
HLT_QuadJet45_DoubleBTagCSV_p087_v = array('f', [-100.0])
HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v = array('f', [-100.0])
HLT_DoubleJet90_Double30_DoubleBTagCSV_p087_v = array('f', [-100.0])
HLT_AK8DiPFJet250_200_TrimMass30_BTagCSV_p20_v = array('f', [-100.0])
HLT_AK8DiPFJet280_200_TrimMass30_BTagCSV_p20_v = array('f', [-100.0])
HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v = array('f', [-100.0])
HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v = array('f', [-100.0])
HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v = array('f', [-100.0])
HLT_Mu20_v = array('f', [-100.0])
#creating the tree branches we need
myTree.Branch('regressedJetpT_0', regressedJetpT_0, 'regressedJetpT_0/F')
myTree.Branch('regressedJetpT_1', regressedJetpT_1, 'regressedJetpT_1/F')
myTree.Branch('jet1pt', jet1pt, 'jet1pt/F')
myTree.Branch('jet2pt', jet2pt, 'jet2pt/F')
myTree.Branch('jet1pt_reg', jet1pt_reg, 'jet1pt_reg/F')
myTree.Branch('jet2pt_reg', jet2pt_reg, 'jet2pt_reg/F')
myTree.Branch('jet1mass_reg', jet1mass_reg, 'jet1mass_reg/F')
myTree.Branch('jet2mass_reg', jet2mass_reg, 'jet2mass_reg/F')
myTree.Branch('jet1mass_reg_noL2L3', jet1mass_reg_noL2L3, 'jet1mass_reg_noL2L3/F')
myTree.Branch('jet2mass_reg_noL2L3', jet2mass_reg_noL2L3, 'jet2mass_reg_noL2L3/F')
myTree.Branch('jet1NearbyJetcsv', jet1NearbyJetcsvArray, 'pt/F:eta/F:phi/F:mass/F')
myTree.Branch('jet2NearbyJetcsv', jet2NearbyJetcsvArray, 'pt/F:eta/F:phi/F:mass/F')
myTree.Branch('jet1NearbyJetcmva', jet1NearbyJetcmvaArray, 'pt/F:eta/F:phi/F:mass/F')
myTree.Branch('jet2NearbyJetcmva', jet2NearbyJetcmvaArray, 'pt/F:eta/F:phi/F:mass/F')
myTree.Branch('jet1NJcsv', jet1NJcsv, 'jet1NJcsv')
myTree.Branch('jet2NJcsv', jet2NJcsv, 'jet2NJcsv')
myTree.Branch('jet1NJcmva', jet1NJcmva, 'jet1NJcmva')
myTree.Branch('jet2NJcmva', jet2NJcmva, 'jet2NJcmva')
myTree.Branch('jet1eta', jet1eta, 'jet1eta/F')
myTree.Branch('jet2eta', jet2eta, 'jet2eta/F')
myTree.Branch('jet1phi', jet1phi, 'jet1phi/F')
myTree.Branch('jet2phi', jet2phi, 'jet2phi/F')
myTree.Branch('jet1mass', jet1mass, 'jet1mass/F')
myTree.Branch('jet2mass', jet2mass, 'jet2mass/F')
myTree.Branch('etadiff', etadiff, 'etadiff/F')
myTree.Branch('dijetmass', dijetmass, 'dijetmass/F')
myTree.Branch('dijetmass_corr', dijetmass_corr, 'dijetmass_corr/F')
myTree.Branch('dijetmass_reg', dijetmass_reg, 'dijetmass_reg/F')
myTree.Branch('dijetmass_TLpruned_Subpruned', dijetmass_TLpruned_Subpruned, 'dijetmass_TLpruned_Subpruned/F')
myTree.Branch('dijetmass_TLpruned_Subregressed', dijetmass_TLpruned_Subregressed, 'dijetmass_TLpruned_Subregressed/F')
myTree.Branch('dijetmass_TLregressed_Subpruned', dijetmass_TLregressed_Subpruned, 'dijetmass_TLregressed_Subpruned/F')
myTree.Branch('dijetmass_TLregressed_Subregressed', dijetmass_TLregressed_Subregressed, 'dijetmass_TLregressed_Subregressed/F')
myTree.Branch('dijetmass_TLungroomed_Subregressed', dijetmass_TLungroomed_Subregressed, 'dijetmass_TLungroomed_Subregressed/F')
myTree.Branch('dijetmass_TLungroomed_Subpruned', dijetmass_TLungroomed_Subpruned, 'dijetmass_TLungroomed_Subpruned/F')
myTree.Branch('dijetmass_TLregressed_Subungroomed', dijetmass_TLregressed_Subungroomed, 'dijetmass_TLregressed_Subungroomed/F')
myTree.Branch('dijetmass_TLpruned_Subungroomed', dijetmass_TLpruned_Subungroomed, 'dijetmass_TLpruned_Subungroomed/F')
myTree.Branch('dijetmass_corr_punc', dijetmass_corr_punc, 'dijetmass_corr_punc/F')
myTree.Branch('jet1tau21', jet1tau21, 'jet1tau21/F')
myTree.Branch('jet2tau21', jet2tau21, 'jet2tau21/F')
myTree.Branch('jet1pmass', jet1pmass, 'jet1pmass/F')
myTree.Branch('jet2pmass', jet2pmass, 'jet2pmass/F')
myTree.Branch('jet1pmass_noL2L3', jet1pmass_noL2L3, 'jet1pmass_noL2L3/F')
myTree.Branch('jet1pmass_CA15', jet1pmass_CA15, 'jet1pmass_CA15/F')
myTree.Branch('jet1pmassunc', jet1pmassunc, 'jet1pmassunc/F')
myTree.Branch('jet2pmassunc', jet2pmassunc, 'jet2pmassunc/F')
myTree.Branch('jet1bbtag', jet1bbtag, 'jet1bbtag/F')
myTree.Branch('jet2bbtag', jet2bbtag, 'jet2bbtag/F')
myTree.Branch('jet1s1csv', jet1s1csv, 'jet1s1csv/F')
myTree.Branch('jet2s1csv', jet2s1csv, 'jet2s1csv/F')
myTree.Branch('jet1s2csv', jet1s2csv, 'jet1s2csv/F')
myTree.Branch('jet2s2csv', jet2s2csv, 'jet2s2csv/F')
myTree.Branch('jet1_puppi_pt', jet1_puppi_pt, 'jet1_puppi_pt/F')
myTree.Branch('jet2_puppi_pt', jet2_puppi_pt, 'jet2_puppi_pt/F')
myTree.Branch('jet1_puppi_eta', jet1_puppi_eta, 'jet1_puppi_eta/F')
myTree.Branch('jet2_puppi_eta', jet2_puppi_eta, 'jet2_puppi_eta/F')
myTree.Branch('jet1_puppi_phi', jet1_puppi_phi, 'jet1_puppi_phi/F')
myTree.Branch('jet2_puppi_phi', jet2_puppi_phi, 'jet2_puppi_phi/F')
myTree.Branch('jet1_puppi_mass', jet1_puppi_mass, 'jet1_puppi_mass/F')
myTree.Branch('jet2_puppi_mass', jet2_puppi_mass, 'jet2_puppi_mass/F')
myTree.Branch('jet1_puppi_tau21', jet1_puppi_tau21, 'jet1_puppi_tau21/F')
myTree.Branch('jet2_puppi_tau21', jet2_puppi_tau21, 'jet2_puppi_tau21/F')
myTree.Branch('jet1_puppi_msoftdrop', jet1_puppi_msoftdrop, 'jet1_puppi_msoftdrop/F')
myTree.Branch('jet2_puppi_msoftdrop', jet2_puppi_msoftdrop, 'jet2_puppi_msoftdrop/F')
myTree.Branch('jet1_puppi_msoftdrop_corrL2L3', jet1_puppi_msoftdrop_corrL2L3, 'jet1_puppi_msoftdrop_corrL2L3/F')
myTree.Branch('jet2_puppi_msoftdrop_corrL2L3', jet2_puppi_msoftdrop_corrL2L3, 'jet2_puppi_msoftdrop_corrL2L3/F')
myTree.Branch('jet1_puppi_TheaCorr', jet1_puppi_TheaCorr, 'jet1_puppi_TheaCorr/F')
myTree.Branch('jet2_puppi_TheaCorr', jet2_puppi_TheaCorr, 'jet2_puppi_TheaCorr/F')
#myTree.Branch('jet1_puppi_msoftdrop_raw', jet1_puppi_msoftdrop_raw, 'jet1_puppi_msoftdrop_raw/F')
#myTree.Branch('jet2_puppi_msoftdrop_raw', jet2_puppi_msoftdrop_raw, 'jet2_puppi_msoftdrop_raw/F')
myTree.Branch('nAK08Jets', nAK08Jets, 'nAK08Jets/F')
myTree.Branch('nAK04Jets', nAK04Jets, 'nAK04Jets/F')
myTree.Branch('nAK04btagsMWP', nAK04btagsMWP, 'nAK04btagsMWP/F')
myTree.Branch('nHiggsTags', nHiggsTags, 'nHiggsTags/F')
myTree.Branch('triggerpassbb', triggerpassbb, 'triggerpassbb/F')
myTree.Branch('triggerpasssj', triggerpasssj, 'triggerpasssj/F')
myTree.Branch('nTrueInt',nTrueInt,'nTrueInt/F')
myTree.Branch('puWeights',puWeights,'puWeights/F')
myTree.Branch('puWeightsUp',puWeightsUp,'puWeightsUp/F')
myTree.Branch('puWeightsDown',puWeightsDown,'puWeightsDown/F')
myTree.Branch('jet1ID', jet1ID, 'jet1ID/F')
myTree.Branch('jet2ID', jet2ID, 'jet2ID/F')
myTree.Branch('vtype', vtype, 'vtype/F')
myTree.Branch('isData', isData, 'isData/F')
myTree.Branch('jet1nbHadron', jet1nbHadron, 'jet1nbHadron/F')
myTree.Branch('jet2nbHadron', jet2nbHadron, 'jet2nbHadron/F')
myTree.Branch('jet1flavor', jet1flavor, 'jet1flavor/F')
myTree.Branch('jet2flavor', jet2flavor, 'jet2flavor/F')
myTree.Branch('jet1ncHadron', jet1ncHadron, 'jet1ncHadron/F')
myTree.Branch('jet2ncHadron', jet2ncHadron, 'jet2ncHadron/F')
myTree.Branch('gen1Pt', gen1Pt, 'gen1Pt/F')
myTree.Branch('gen1phi', gen1phi, 'gen1phi/F')
myTree.Branch('gen1Eta', gen1Eta, 'gen1Eta/F')
myTree.Branch('gen1Mass', gen1Mass, 'gen1Mass/F')
myTree.Branch('gen1ID', gen1ID, 'gen1ID/F')
myTree.Branch('gen2Pt', gen2Pt, 'gen2Pt/F')
myTree.Branch('gen2Phi', gen2Phi, 'gen2Phi/F')
myTree.Branch('gen2Eta', gen2Eta, 'gen2Eta/F')
myTree.Branch('gen2Mass', gen2Mass, 'gen2Mass/F')
myTree.Branch('gen2ID', gen2ID, 'gen2ID/F')
myTree.Branch('jet1l1l2l3', jet1l1l2l3, 'jet1l1l2l3/F')
myTree.Branch('jet1l2l3', jet1l2l3, 'jet1l2l3/F')
myTree.Branch('jet2l1l2l3', jet2l1l2l3, 'jet2l1l2l3/F')
myTree.Branch('jet2l2l3', jet2l2l3, 'jet2l2l3/F')
myTree.Branch('jet1JER', jet1JER, 'jet1JER/F')
myTree.Branch('jet2JER', jet2JER, 'jet2JER/F')
myTree.Branch('json', json, 'json/F')
myTree.Branch('DeltaPhi1', DeltaPhi1, 'DeltaPhi1/F')
myTree.Branch('DeltaPhi2', DeltaPhi2, 'DeltaPhi2/F')
myTree.Branch('DeltaPhi3', DeltaPhi3, 'DeltaPhi3/F')
myTree.Branch('DeltaPhi4', DeltaPhi4, 'DeltaPhi4/F')
myTree.Branch('bbtag1SF', bbtag1SF, 'bbtag1SF/F')
myTree.Branch('bbtag2SF', bbtag2SF, 'bbtag2SF/F')
myTree.Branch('bbtag1SFUp', bbtag1SFUp, 'bbtag1SFUp/F')
myTree.Branch('bbtag2SFUp', bbtag2SFUp, 'bbtag2SFUp/F')
myTree.Branch('bbtag1SFDown', bbtag1SFDown, 'bbtag1SFDown/F')
myTree.Branch('bbtag2SFDown', bbtag2SFDown, 'bbtag2SFDown/F')
myTree.Branch('passesBoosted', passesBoosted, 'passesBoosted/F')
myTree.Branch('passesResolved', passesResolved, 'passesResolved/F')
myTree.Branch('SF', SF, 'SF/F')
myTree.Branch('SFup', SFup, 'SFup/F')
myTree.Branch('SFdown', SFdown, 'SFdown/F')
myTree.Branch('SF4sj', SF4sj, 'SF4sj/F')
myTree.Branch('SF4sjUp', SF4sjUp, 'SF4sjUp/F')
myTree.Branch('SF4sjDown', SF4sjDown, 'SF4sjDown/F')
myTree.Branch('SF3sj', SF3sj, 'SF3sj/F')
myTree.Branch('SF3sjUp', SF3sjUp, 'SF3sjUp/F')
myTree.Branch('SF3sjDown', SF3sjDown, 'SF3sjDown/F')
myTree.Branch('tPtsum', tPtsum, 'tPtsum/F')
myTree.Branch('trigWeight', trigWeight, 'trigWeight/F')
myTree.Branch('trigWeightUp', trigWeightUp, 'trigWeightUp/F')
myTree.Branch('trigWeightDown', trigWeightDown, 'trigWeightDown/F')
myTree.Branch('trigWeight2Up', trigWeight2Up, 'trigWeight2Up/F')
myTree.Branch('trigWeight2Down', trigWeight2Down, 'trigWeight2Down/F')
#myTree.Branch('norm',norm,'norm/F')
myTree.Branch('evt',evt,'evt/F')
myTree.Branch('ht', ht, 'ht/F')
myTree.Branch('htJet30', htJet30, 'htJet30/F')
myTree.Branch('MET', MET, 'MET/F')
myTree.Branch('xsec', xsec, 'xsec/F')
myTree.Branch('sjSF', sjSF, 'sjSF/F')
myTree.Branch('sjSFup', sjSFup, 'sjSFup/F')
myTree.Branch('sjSFdown', sjSFdown, 'sjSFdown/F')
myTree.Branch('jetSJfla',jetSJfla,'jetSJfla[4]/F')
myTree.Branch('jetSJpt', jetSJpt,'jetSJpt[4]/F')
myTree.Branch('jetSJcsv',jetSJcsv,'jetSJcsv[4]/F')
myTree.Branch('jetSJeta',jetSJeta,'jetSJeta[4]/F')
if options.isMC == 'True':
myTree.Branch('genJet1BH', genJet1BH, 'genJet1BH/F')
myTree.Branch('genjet2BH', genjet2BH, 'genjet2BH/F')
myTree.Branch('genjet1CH', genjet1CH, 'genjet1CH/F')
myTree.Branch('genjet2CH', genjet2CH, 'genjet2CH/F')
myTree.Branch('nLooseEle', nLooseEle, 'nLooseEle/F')
myTree.Branch('nLooseMu', nLooseMu, 'nLooseMu/F')
myTree.Branch('ak4jet_pt',ak4jet_pt)
myTree.Branch('ak4jet_eta',ak4jet_eta)
myTree.Branch('ak4jet_phi',ak4jet_phi)
myTree.Branch('ak4jet_mass',ak4jet_mass)
myTree.Branch('ak4jetID',ak4jetID)
myTree.Branch('ak4jetHeppyFlavour', ak4jetHeppyFlavour)
myTree.Branch('ak4jetMCflavour', ak4jetMCflavour)
myTree.Branch('ak4jetPartonFlavour', ak4jetPartonFlavour)
myTree.Branch('ak4jetHadronFlavour', ak4jetHadronFlavour)
myTree.Branch('ak4jetCSVLSF', ak4jetCSVLSF)
myTree.Branch('ak4jetCSVLSF_Up', ak4jetCSVLSF_Up)
myTree.Branch('ak4jetCSVLSF_Down', ak4jetCSVLSF_Down)
myTree.Branch('ak4jetCSVMSF', ak4jetCSVMSF)
myTree.Branch('ak4jetCSVMSF_up', ak4jetCSVMSF_up)
myTree.Branch('ak4jetCSVMSF_Down', ak4jetCSVMSF_Down)
myTree.Branch('ak4jetCSVTSF', ak4jetCSVTSF)
myTree.Branch('ak4jetCSVTSF_Up', ak4jetCSVTSF_Up)
myTree.Branch('ak4jetCSVTSF_Down', ak4jetCSVTSF_Down)
myTree.Branch('ak4jetCMVALSF', ak4jetCMVALSF)
myTree.Branch('ak4jetCMVALSF_Up', ak4jetCMVALSF_Up)
myTree.Branch('ak4jetCMVALSF_Down', ak4jetCMVALSF_Down)
myTree.Branch('ak4jetCMVAMSF', ak4jetCMVAMSF)
myTree.Branch('ak4jetCMVAMSF_Up', ak4jetCMVAMSF_Up)
myTree.Branch('ak4jetCMVAMSF_Down', ak4jetCMVAMSF_Down)
myTree.Branch('ak4jetCMVATSF', ak4jetCMVATSF)
myTree.Branch('ak4jetCMVATSF_Up', ak4jetCMVATSF_Up)
myTree.Branch('ak4jetCMVATSF_Down', ak4jetCMVATSF_Down)
myTree.Branch('ak4jetCSV', ak4jetCSV)
myTree.Branch('ak4jetCMVA', ak4jetCMVA)
myTree.Branch('ak4jetCorr', ak4jetCorr)
myTree.Branch('ak4jetCorrJECUp', ak4jetCorrJECUp)
myTree.Branch('ak4jetCorrJECDown', ak4jetCorrJECDown)
myTree.Branch('ak4jetCorrJER', ak4jetCorrJER)
myTree.Branch('ak4jetCorrJERUp', ak4jetCorrJERUp)
myTree.Branch('ak4jetCorrJERDown', ak4jetCorrJERDown)
myTree.Branch('ak4genJetPt', ak4genJetPt)
myTree.Branch('ak4genJetPhi', ak4genJetPhi)
myTree.Branch('ak4genJetEta', ak4genJetEta)
myTree.Branch('ak4genJetMass', ak4genJetMass)
myTree.Branch('ak4genJetID', ak4genJetID)
if options.saveTrig == 'True':
myTree.Branch('HLT_AK8PFJet360_V', HLT_AK8PFJet360_V, 'HLT_AK8PFJet360_V/F')
# myTree.Branch('HLT_PFHT350_v', HLT_PFHT350_v, 'HLT_PFHT350_v/F')
myTree.Branch('HLT_PFHT400_SixJet30_v', HLT_PFHT400_SixJet30_v, 'HLT_PFHT400_SixJet30_v/F')
myTree.Branch('HLT_PFHT450_SixJet40_v', HLT_PFHT450_SixJet40_v, 'HLT_PFHT450_SixJet40_v/F')
myTree.Branch('HLT_PFMET120_Mu5_v', HLT_PFMET120_Mu5_v, 'HLT_PFMET120_Mu5_v/F')
myTree.Branch('HLT_PFHT800_v', HLT_PFHT800_v, 'HLT_PFHT800_v/F')
myTree.Branch('HLT_PFHT750_4JetPt50_v', HLT_PFHT750_4JetPt50_v, 'HLT_PFHT750_4JetPt50_v/F')
myTree.Branch('HLT_PFHT350_PFMET100_v', HLT_PFHT350_PFMET100_v, 'HLT_PFHT350_PFMET100_v/F')
myTree.Branch('HLT_PFMET170_NoiseCleaned_v', HLT_PFMET170_NoiseCleaned_v, 'HLT_PFMET170_NoiseCleaned_v/F')
myTree.Branch('HLT_PFMET120_PFMHT120_IDTight_v', HLT_PFMET120_PFMHT120_IDTight_v, 'HLT_PFMET120_PFMHT120_IDTight_v/F')
myTree.Branch('HLT_PFMET110_PFMHT110_IDTight_v', HLT_PFMET110_PFMHT110_IDTight_v, 'HLT_PFMET110_PFMHT110_IDTight_v/F')
myTree.Branch('HLT_PFMET100_PFMHT100_IDTight_v', HLT_PFMET100_PFMHT100_IDTight_v, 'HLT_PFMET100_PFMHT100_IDTight_v/F')
myTree.Branch('HLT_PFMET90_PFMHT90_IDTight_v', HLT_PFMET90_PFMHT90_IDTight_v, 'HLT_PFMET90_PFMHT90_IDTight_v/F')
myTree.Branch('HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v', HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v, 'HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v/F')
myTree.Branch('HLT_PFHT450_SixJet40_BTagCSV_p056_v', HLT_PFHT450_SixJet40_BTagCSV_p056_v, 'HLT_PFHT450_SixJet40_BTagCSV_p056_v/F')
myTree.Branch('HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v', HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v, 'HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v/F')
myTree.Branch('HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v', HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v, 'HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v/F')
myTree.Branch('HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v', HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v, 'HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v/F')
myTree.Branch('HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v', HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v, 'HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v/F')
myTree.Branch('HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v', HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v, 'HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v/F')
myTree.Branch('HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq200_v', HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq200_v, 'HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq200_v/F')
myTree.Branch('HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq460_v', HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq460_v, 'HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq460_v/F')
myTree.Branch('HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v', HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v, 'HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v/F')
myTree.Branch('HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq500_v', HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq500_v, 'HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq500_v/F')
myTree.Branch('HLT_QuadPFJet_VBF_v', HLT_QuadPFJet_VBF_v, 'HLT_QuadPFJet_VBF_v/F')
myTree.Branch('HLT_L1_TripleJet_VBF_v', HLT_L1_TripleJet_VBF_v, 'HLT_L1_TripleJet_VBF_v/F')
myTree.Branch('HLT_PFJet40_v', HLT_PFJet40_v, 'HLT_PFJet40_v/F')
myTree.Branch('HLT_PFJet60_v', HLT_PFJet60_v, 'HLT_PFJet60_v/F')
myTree.Branch('HLT_PFJet80_v', HLT_PFJet80_v, 'HLT_PFJet80_v/F')
myTree.Branch('HLT_PFJet140_v', HLT_PFJet140_v, 'HLT_PFJet140_v/F')
myTree.Branch('HLT_PFJet200_v', HLT_PFJet200_v, 'HLT_PFJet200_v/F')
myTree.Branch('HLT_PFJet260_v', HLT_PFJet260_v, 'HLT_PFJet260_v/F')
myTree.Branch('HLT_PFJet320_v', HLT_PFJet320_v, 'HLT_PFJet320_v/F')
myTree.Branch('HLT_PFJet400_v', HLT_PFJet400_v, 'HLT_PFJet400_v/F')
myTree.Branch('HLT_PFJet450_v', HLT_PFJet450_v, 'HLT_PFJet450_v/F')
myTree.Branch('HLT_DiPFJetAve40_v', HLT_DiPFJetAve40_v, 'HLT_DiPFJetAve40_v/F')
myTree.Branch('HLT_DiPFJetAve60_v', HLT_DiPFJetAve60_v, 'HLT_DiPFJetAve60_v/F')
myTree.Branch('HLT_DiPFJetAve80_v', HLT_DiPFJetAve80_v, 'HLT_DiPFJetAve80_v/F')
myTree.Branch('HLT_DiPFJetAve140_v', HLT_DiPFJetAve140_v, 'HLT_DiPFJetAve140_v/F')
myTree.Branch('HLT_DiPFJetAve200_v', HLT_DiPFJetAve200_v, 'HLT_DiPFJetAve200_v/F')
myTree.Branch('HLT_DiPFJetAve260_v', HLT_DiPFJetAve260_v, 'HLT_DiPFJetAve260_v/F')
myTree.Branch('HLT_DiPFJetAve320_V', HLT_DiPFJetAve320_V, 'HLT_DiPFJetAve320_V/F')
myTree.Branch('HLT_DoubleJetsC100_DoubleBTagCSV_p026_DoublePFJetsC160_v', HLT_DoubleJetsC100_DoubleBTagCSV_p026_DoublePFJetsC160_v, 'HLT_DoubleJetsC100_DoubleBTagCSV_p026_DoublePFJetsC160_v/F')
myTree.Branch('HLT_DoubleJetsC100_DoubleBTagCSV_p014_DoublePFJetsC100MaxDeta1p6_v', HLT_DoubleJetsC100_DoubleBTagCSV_p014_DoublePFJetsC100MaxDeta1p6_v, 'HLT_DoubleJetsC100_DoubleBTagCSV_p014_DoublePFJetsC100MaxDeta1p6_v/F')
myTree.Branch('HLT_QuadJet45_TripleBTagCSV_p087_v', HLT_QuadJet45_TripleBTagCSV_p087_v, 'HLT_QuadJet45_TripleBTagCSV_p087_v/F')
myTree.Branch('HLT_QuadJet45_DoubleBTagCSV_p087_v', HLT_QuadJet45_DoubleBTagCSV_p087_v, 'HLT_QuadJet45_DoubleBTagCSV_p087_v/F')
myTree.Branch('HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v', HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v, 'HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v/F')
myTree.Branch('HLT_DoubleJet90_Double30_DoubleBTagCSV_p087_v', HLT_DoubleJet90_Double30_DoubleBTagCSV_p087_v, 'HLT_DoubleJet90_Double30_DoubleBTagCSV_p087_v/F')
myTree.Branch('HLT_AK8DiPFJet250_200_TrimMass30_BTagCSV_p20_v', HLT_AK8DiPFJet250_200_TrimMass30_BTagCSV_p20_v, 'HLT_AK8DiPFJet250_200_TrimMass30_BTagCSV_p20_v/F')
myTree.Branch('HLT_AK8DiPFJet280_200_TrimMass30_BTagCSV_p20_v', HLT_AK8DiPFJet280_200_TrimMass30_BTagCSV_p20_v, 'HLT_AK8DiPFJet280_200_TrimMass30_BTagCSV_p20_v/F')
myTree.Branch('HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v', HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v, 'HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v/F')
myTree.Branch('HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v', HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v, 'HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v/F')
myTree.Branch('HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v', HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v, 'HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v/F')
myTree.Branch('HLT_Mu20_v', HLT_Mu20_v, 'HLT_Mu20_v/F')
Files_list = open_files( inputfile )
#list of histograms that may be useful
bbj = ROOT.TH1F("bbj", "Before any cuts", 3, -0.5, 1.5)
bb0 = ROOT.TH1F("bb0", "After Json", 3, -0.5, 1.5)
bb1 = ROOT.TH1F("bb1", "After Jet", 3, -0.5, 1.5)
if options.isMC == 'True':
CountMC = ROOT.TH1F("Count","Count",1,0,2)
CountFullWeightedMC = ROOT.TH1F("CountFullWeighted","Count with gen weight and pu weight",1,0,2)
CountWeightedmc = ROOT.TH1F("CountWeighted","Count with sign(gen weight) and pu weight",1,0,2)
CountPosWeightMC = ROOT.TH1F("CountPosWeight","Count genWeight>0",1,0,2)
CountNegWeightMC = ROOT.TH1F("CountNegWeight","Count genWeight<0",1,0,2)
CountWeightedLHEWeightScalemc = ROOT.TH1F("CountWeightedLHEWeightScale","Count with gen weight x LHE_weights_scale and pu weight", 6, -0.5, 5.5)
CountWeightedLHEWeightPdfMC = ROOT.TH1F("CountWeightedLHEWeightPdf","Count with gen weight x LHE_weights_pdf and pu weight", 103, -0.5, 102.5)
this_pt=array( 'f', [ 0 ] )
this_pv=array( 'f', [ 0 ] )
this_eta=array( 'f', [ 0 ] )
this_mass=array( 'f', [ 0 ] )
this_muonF =array( 'f', [ 0 ] )
this_EmF=array( 'f', [ 0 ] )
this_HF=array( 'f', [ 0 ] )
this_multi=array( 'f', [ 0 ] )
reader = ROOT.TMVA.Reader("!Color:!Silent" )
reader.AddVariable( "FatjetAK08ungroomed_pt", this_pt)
reader.AddVariable( "nPVs", this_pv)
reader.AddVariable( "FatjetAK08ungroomed_eta", this_eta)
#reader.AddVariable( "FatjetAK08ungroomed_mass", this_mass)
reader.AddVariable( "FatjetAK08ungroomed_muonEnergyFraction", this_muonF)
reader.AddVariable( "FatjetAK08ungroomed_neutralEmEnergyFraction", this_EmF)
reader.AddVariable( "FatjetAK08ungroomed_neutralHadronEnergyFraction", this_HF)
reader.AddVariable( "FatjetAK08ungroomed_chargedMultiplicity", this_multi)
reader.BookMVA("BDTG method", "TMVARegression_BDTG.weights.xml")
#btag SF calculation
#calib = ROOT.BTagCalibration("csvv2","/uscms_data/d3/cvernier/DiH_13TeV/optimization/Alphabet-76x/CSVv2_subjet.csv")
#readerHF = ROOT.BTagCalibrationReader(calib,0, "lt","central") # 0 is for loose op
#readerHFup = ROOT.BTagCalibrationReader(calib, 0,"lt", "up") # 0 is for loose op
#readerHFdown = ROOT.BTagCalibrationReader(calib, 0,"lt", "down") # 0 is for loose op
#readerLF = ROOT.BTagCalibrationReader(calib,0, "incl","central") # 0 is for loose op
#readerLFup = ROOT.BTagCalibrationReader(calib, 0,"incl", "up") # 0 is for loose op
#readerLFdown = ROOT.BTagCalibrationReader(calib, 0,"incl", "down") # 0 is for loose op
'''
readerHF = ROOT.BTagCalibrationReader(0,"central") # 0 is for loose op
readerHF.load(calib,0, "lt")
readerHFup = ROOT.BTagCalibrationReader(0,"up") # 0 is for loose op
readerHFup.load(calib,0,"lt")
readerHFdown = ROOT.BTagCalibrationReader(0,"down") # 0 is for loose op
readerHFdown.load(calib,0,"lt")
readerLF = ROOT.BTagCalibrationReader(0,"central") # 0 is for loose op
readerLF.load(calib,0,"incl")
readerLFup = ROOT.BTagCalibrationReader(0,"up") # 0 is for loose op
readerLFup.load(calib,0,"incl")
readerLFdown = ROOT.BTagCalibrationReader(0,"down") # 0 is for loose op
readerLFdown.load(calib,0,"incl")
'''
gSystem.Load("DrawFunctions_h.so")
count = 0
#loop over files
for i in range(num1, num2):
files = Files_list[i]
print files
f1 = ROOT.TFile.Open(files, "READ")
treeMine = f1.Get('tree')
nevent = treeMine.GetEntries();
nFills = 0
nFills2 = 0
#getting the norm and other useful histos
if options.isMC == 'True':
histo_weight=f1.Get("CountWeighted")
CountMC.Add(f1.Get("Count"))
CountFullWeightedMC.Add(f1.Get("CountFullWeighted"))
CountWeightedmc.Add(f1.Get("CountWeighted"))
CountPosWeightMC.Add(f1.Get("CountPosWeight"))
CountNegWeightMC.Add(f1.Get("CountNegWeight"))
CountWeightedLHEWeightScalemc.Add(f1.Get("CountWeightedLHEWeightScale"))
CountWeightedLHEWeightPdfMC.Add(f1.Get("CountWeightedLHEWeightPdf"))
# else:
# norm[0] = 1
#loop over events in file
print "Start looping"
for j in range(0,nevent):
treeMine.GetEntry(j)
count = count + 1
if count % 1000 == 0 :
print "processing events", count
#variables we need from the heppy ntuple
fJetPt = treeMine.Jet_pt
fJetEta = treeMine.Jet_eta
fJetPhi = treeMine.Jet_phi
fJetMass = treeMine.Jet_mass
fJetID = treeMine.Jet_id
if options.isMC == 'True':
fJetHeppyFlavour = treeMine.Jet_heppyFlavour
fJetMCflavour = treeMine.Jet_mcFlavour
fJetPartonFlavour = treeMine.Jet_partonFlavour
fJetHadronFlavour = treeMine.Jet_hadronFlavour
fJetCSVLSF = treeMine.Jet_btagCSVL_SF
fJetCSVLSF_Up = treeMine.Jet_btagCSVL_SF_up
fJetCSVLSF_Down = treeMine.Jet_btagCSVL_SF_down
fJetCSVMSF = treeMine.Jet_btagCSVM_SF
fJetCSVMSF_Up = treeMine.Jet_btagCSVM_SF_up
fJetCSVMSF_Down = treeMine.Jet_btagCSVM_SF_down
fJetCSVTSF = treeMine.Jet_btagCSVT_SF
fJetCSVTSF_Up = treeMine.Jet_btagCSVT_SF_up
fJetCSVTSF_Down = treeMine.Jet_btagCSVT_SF_down
fJetCMVALSF = treeMine.Jet_btagCMVAV2L_SF
fJetCMVALSF_Up = treeMine.Jet_btagCMVAV2L_SF_up
fJetCMVALSF_Down = treeMine.Jet_btagCMVAV2L_SF_down
fJetCMVAMSF = treeMine.Jet_btagCMVAV2M_SF
fJetCMVAMSF_Up = treeMine.Jet_btagCMVAV2M_SF_up
fJetCMVAMSF_down = treeMine.Jet_btagCMVAV2M_SF_down
fJetCMVATSF = treeMine.Jet_btagCMVAV2T_SF
fJetCMVATSF_Up = treeMine.Jet_btagCMVAV2T_SF_up
fJetCMVATSF_Down = treeMine.Jet_btagCMVAV2T_SF_down
fJetCSV = treeMine.Jet_btagCSVV0
fJetCMVA = treeMine.Jet_btagCMVAV2
fJetCorr = treeMine.Jet_corr
fJetCorrJECUp = treeMine.Jet_corr_JECUp
fJetCorrJECDown = treeMine.Jet_corr_JECDown
if options.isMC == 'True':
fJetCorrJER = treeMine.Jet_corr_JER
fJetCorrJERUp = treeMine.Jet_corr_JERUp
fJetCorrJERDown = treeMine.Jet_corr_JERDown
fNJets = treeMine.nJet
nAK04Jets[0] = fNJets
genPt = treeMine.GenJet_pt
genEta = treeMine.GenJet_eta
genPhi = treeMine.GenJet_phi
genMass = treeMine.GenJet_mass
htJet30[0] = treeMine.htJet30
if options.isMC == 'True':
genBH = treeMine.GenJet_numBHadrons
genCH = treeMine.GenJet_numCHadrons
if len(genBH) > 0:
genJet1BH[0] = genBH[0]
if len(genCH) > 0:
genjet1CH[0] = genCH[0]
if len(genBH) > 1:
genjet2BH[0] = genBH[1]
if len(genCH) > 1:
genjet2CH[0] = genCH[1]
MET[0] = treeMine.met_pt
fjUngroomedN = treeMine.nFatjetAK08ungroomed
nAK08Jets[0] = fjUngroomedN
fjUngroomedPt = treeMine.FatjetAK08ungroomed_pt
fjUngroomedEta = treeMine.FatjetAK08ungroomed_eta
fjUngroomedPhi = treeMine.FatjetAK08ungroomed_phi
fjUngroomedMass = treeMine.FatjetAK08ungroomed_mass
fjUngroomedSDMass = treeMine.FatjetAK08ungroomed_msoftdrop
fjUngroomedTau1 = treeMine.FatjetAK08ungroomed_tau1
fjUngroomedTau2 = treeMine.FatjetAK08ungroomed_tau2
fjUngroomedBbTag = treeMine.FatjetAK08ungroomed_bbtag
fjUngroomedJetID = treeMine.FatjetAK08ungroomed_id_Tight
fjUngroomedPrunedMass = treeMine.FatjetAK08ungroomed_mprunedcorr
fjUngroomedPrunedMass_Unc = treeMine.FatjetAK08ungroomed_mpruned
nFatjetCA15pruned = treeMine.nFatjetCA15pruned
FatjetCA15pruned_pt = treeMine.FatjetCA15pruned_pt
FatjetCA15pruned_eta = treeMine.FatjetCA15pruned_eta
FatjetCA15pruned_phi = treeMine.FatjetCA15pruned_phi
FatjetCA15pruned_mass = treeMine.FatjetCA15pruned_mass
if options.isMC == 'True':
fjUngroomedFlavour = treeMine.FatjetAK08ungroomed_Flavour
fjUngroomedBHadron = treeMine.FatjetAK08ungroomed_BhadronFlavour
fjUngroomedCHadron = treeMine.FatjetAK08ungroomed_ChadronFlavour
fjUngroomedJER = treeMine.FatjetAK08ungroomed_GenPt
fjL2L3 = treeMine.FatjetAK08ungroomed_JEC_L2L3
fjL1L2L3 = treeMine.FatjetAK08ungroomed_JEC_L1L2L3
if options.isMC == 'True':
puweight = treeMine.puWeight
puweightUp = treeMine.puWeightUp
puweightDown = treeMine.puWeightDown
sjPrunedPt = treeMine.SubjetAK08softdrop_pt
sjPrunedEta = treeMine.SubjetAK08softdrop_eta
sjPrunedPhi = treeMine.SubjetAK08softdrop_phi
sjPrunedMass = treeMine.SubjetAK08softdrop_mass
sjPrunedBtag = treeMine.SubjetAK08softdrop_btag
if options.isMC == 'True':
hPt = treeMine.GenHiggsBoson_pt
hEta = treeMine.GenHiggsBoson_eta
hPhi = treeMine.GenHiggsBoson_phi
hMass = treeMine.GenHiggsBoson_mass
if options.isMC == 'True' and options.saveTrig == 'True':
HLT_AK8PFJet360_V[0] = treeMine.HLT_BIT_HLT_AK8PFJet360_TrimMass30_v
# HLT_PFHT350_v[0] = treeMine.HLT_BIT_HLT_PFHT350_v
HLT_PFHT400_SixJet30_v[0] = treeMine.HLT_BIT_HLT_PFHT400_SixJet30_v
HLT_PFHT450_SixJet40_v[0] = treeMine.HLT_BIT_HLT_PFHT450_SixJet40_v
HLT_PFMET120_Mu5_v[0] = treeMine.HLT_BIT_HLT_PFMET120_Mu5_v
HLT_PFHT800_v[0] = treeMine.HLT_BIT_HLT_PFHT800_v
HLT_PFHT750_4JetPt50_v[0] = treeMine.HLT_BIT_HLT_PFHT750_4JetPt50_v
HLT_PFHT350_PFMET100_v[0] = treeMine.HLT_BIT_HLT_PFHT350_PFMET100_v
HLT_PFMET170_NoiseCleaned_v[0] = treeMine.HLT_BIT_HLT_PFMET170_NoiseCleaned_v
HLT_PFMET120_PFMHT120_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET120_PFMHT120_IDTight_v
HLT_PFMET110_PFMHT110_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET110_PFMHT110_IDTight_v
HLT_PFMET100_PFMHT100_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET100_PFMHT100_IDTight_v
HLT_PFMET90_PFMHT90_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET90_PFMHT90_IDTight_v
HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v[0] = treeMine.HLT_BIT_HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v
HLT_PFHT450_SixJet40_BTagCSV_p056_v[0] = treeMine.HLT_BIT_HLT_PFHT450_SixJet40_BTagCSV_p056_v
HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v
HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v
HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v
HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v[0] = treeMine.HLT_BIT_HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v
HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v[0] = treeMine.HLT_BIT_HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v
HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq200_v[0] = treeMine.HLT_BIT_HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq200_v
HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq460_v[0] = treeMine.HLT_BIT_HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq460_v
HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v[0] = treeMine.HLT_BIT_HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v
HLT_QuadPFJet_BTagCSV_p016_p11_VBF_Mqq240_v[0] = treeMine.HLT_BIT_HLT_QuadPFJet_BTagCSV_p016_VBF_Mqq500_v
HLT_QuadPFJet_VBF_v[0] = treeMine.HLT_BIT_HLT_QuadPFJet_VBF_v
HLT_L1_TripleJet_VBF_v[0] = treeMine.HLT_BIT_HLT_L1_TripleJet_VBF_v
HLT_PFJet40_v[0] = treeMine.HLT_BIT_HLT_PFJet40_v
HLT_PFJet60_v[0] = treeMine.HLT_BIT_HLT_PFJet60_v
HLT_PFJet80_v[0] = treeMine.HLT_BIT_HLT_PFJet80_v
HLT_PFJet140_v[0] = treeMine.HLT_BIT_HLT_PFJet140_v
HLT_PFJet200_v[0] = treeMine.HLT_BIT_HLT_PFJet200_v
HLT_PFJet260_v[0] = treeMine.HLT_BIT_HLT_PFJet260_v
HLT_PFJet320_v[0] = treeMine.HLT_BIT_HLT_PFJet320_v
HLT_PFJet400_v[0] = treeMine.HLT_BIT_HLT_PFJet400_v
HLT_PFJet450_v[0] = treeMine.HLT_BIT_HLT_PFJet450_v
HLT_DiPFJetAve40_v[0] = treeMine.HLT_BIT_HLT_DiPFJetAve40_v
HLT_DiPFJetAve60_v[0] = treeMine.HLT_BIT_HLT_DiPFJetAve60_v
HLT_DiPFJetAve80_v[0] = treeMine.HLT_BIT_HLT_DiPFJetAve80_v
HLT_DiPFJetAve140_v[0] = treeMine.HLT_BIT_HLT_DiPFJetAve140_v
HLT_DiPFJetAve200_v[0] = treeMine.HLT_BIT_HLT_DiPFJetAve200_v
HLT_DiPFJetAve260_v[0] = treeMine.HLT_BIT_HLT_DiPFJetAve260_v
HLT_DiPFJetAve320_V[0] = treeMine.HLT_BIT_HLT_DiPFJetAve320_v
HLT_DoubleJetsC100_DoubleBTagCSV_p026_DoublePFJetsC160_v[0] = treeMine.HLT_BIT_HLT_DoubleJetsC100_DoubleBTagCSV_p026_DoublePFJetsC160_v
HLT_DoubleJetsC100_DoubleBTagCSV_p014_DoublePFJetsC100MaxDeta1p6_v[0] = treeMine.HLT_BIT_HLT_DoubleJetsC100_DoubleBTagCSV_p014_DoublePFJetsC100MaxDeta1p6_v
HLT_QuadJet45_TripleBTagCSV_p087_v[0] = treeMine.HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v
HLT_QuadJet45_DoubleBTagCSV_p087_v[0] = treeMine.HLT_BIT_HLT_QuadJet45_DoubleBTagCSV_p087_v
HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v[0] = treeMine.HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v
HLT_DoubleJet90_Double30_DoubleBTagCSV_p087_v[0] = treeMine.HLT_BIT_HLT_DoubleJet90_Double30_DoubleBTagCSV_p087_v
HLT_AK8DiPFJet250_200_TrimMass30_BTagCSV_p20_v[0] = treeMine.HLT_BIT_HLT_AK8DiPFJet250_200_TrimMass30_BTagCSV_p20_v
HLT_AK8DiPFJet280_200_TrimMass30_BTagCSV_p20_v[0] = treeMine.HLT_BIT_HLT_AK8DiPFJet280_200_TrimMass30_BTagCSV_p20_v
HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v
HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v
HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v
HLT_Mu20_v[0] = treeMine.HLT_BIT_HLT_Mu20_v
elif options.saveTrig == 'True' and options.isMC == 'False':
HLT_AK8PFJet360_V[0] = treeMine.HLT_BIT_HLT_AK8PFJet360_TrimMass30_v
# HLT_PFHT350_v[0] = treeMine.HLT_BIT_HLT_PFHT350_v
HLT_PFHT400_SixJet30_v[0] = treeMine.HLT_BIT_HLT_PFHT400_SixJet30_v
HLT_PFHT450_SixJet40_v[0] = treeMine.HLT_BIT_HLT_PFHT450_SixJet40_v
HLT_PFMET120_Mu5_v[0] = treeMine.HLT_BIT_HLT_PFMET120_Mu5_v
HLT_PFHT800_v[0] = treeMine.HLT_BIT_HLT_PFHT800_v
HLT_PFHT750_4JetPt50_v[0] = treeMine.HLT_BIT_HLT_PFHT750_4JetPt50_v
HLT_PFHT350_PFMET100_v[0] = treeMine.HLT_BIT_HLT_PFHT350_PFMET100_v
HLT_PFMET170_NoiseCleaned_v[0] = treeMine.HLT_BIT_HLT_PFMET170_NoiseCleaned_v
HLT_PFMET120_PFMHT120_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET120_PFMHT120_IDTight_v
HLT_PFMET110_PFMHT110_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET110_PFMHT110_IDTight_v
HLT_PFMET100_PFMHT100_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET100_PFMHT100_IDTight_v
HLT_PFMET90_PFMHT90_IDTight_v[0] = treeMine.HLT_BIT_HLT_PFMET90_PFMHT90_IDTight_v
HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v[0] = treeMine.HLT_BIT_HLT_PFHT400_SixJet30_DoubleBTagCSV_p056_v
HLT_PFHT450_SixJet40_BTagCSV_p056_v[0] = treeMine.HLT_BIT_HLT_PFHT450_SixJet40_BTagCSV_p056_v
HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT600_TrimR0p1PT0p03Mass50_BTagCSV_p20_v
HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT650_TrimR0p1PT0p03Mass50_v
HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v[0] = treeMine.HLT_BIT_HLT_AK8PFHT700_TrimR0p1PT0p03Mass50_v
HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v[0] = treeMine.HLT_BIT_HLT_PFHT650_WideJetMJJ900DEtaJJ1p5_v
HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v[0] = treeMine.HLT_BIT_HLT_PFHT650_WideJetMJJ950DEtaJJ1p5_v