From 8fe5470841a931d992f7e568eaabdcc5f037e0de Mon Sep 17 00:00:00 2001 From: NTrevisani Date: Thu, 7 Aug 2025 11:27:03 +0200 Subject: [PATCH 01/44] minor fix to avoid crashes --- ControlRegions/SS/scripts/mkSystAnalyzer.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/ControlRegions/SS/scripts/mkSystAnalyzer.py b/ControlRegions/SS/scripts/mkSystAnalyzer.py index 390db96a..aa05ca6d 100644 --- a/ControlRegions/SS/scripts/mkSystAnalyzer.py +++ b/ControlRegions/SS/scripts/mkSystAnalyzer.py @@ -95,6 +95,8 @@ def syst_analyzer(input_file_name, cut, variable, sample, systematic, output_dir c1.Print(f"{output_file_name}.png") # c1.Print(f"{output_file_name}.pdf") + c1.Close() + del c1 del pad1 del pad2 From 6bea79ef77fafc9ad41fda88a15ffae9375c8b6e Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 12 Aug 2025 09:53:24 +0200 Subject: [PATCH 02/44] Fake rates using cone pt 2018 --- FakeRate/Full2018_v9/README.md | 2 +- FakeRate/Full2018_v9/aliases.py | 6 ++ FakeRate/Full2018_v9/do_fake_rate.sh | 36 +++++----- FakeRate/Full2018_v9/samples.py | 6 +- FakeRate/Full2018_v9/variables.py | 101 ++++++++++++--------------- 5 files changed, 73 insertions(+), 78 deletions(-) diff --git a/FakeRate/Full2018_v9/README.md b/FakeRate/Full2018_v9/README.md index 6e1a5b85..cfcb4935 100644 --- a/FakeRate/Full2018_v9/README.md +++ b/FakeRate/Full2018_v9/README.md @@ -46,4 +46,4 @@ Plot distributions: All the instructions are summarized in the `do_fake_rate.sh` bash script: - bash do_fake_rate.sh \ No newline at end of file + bash do_fake_rate.sh \ No newline at end of file diff --git a/FakeRate/Full2018_v9/aliases.py b/FakeRate/Full2018_v9/aliases.py index 919a9f2f..57be9557 100644 --- a/FakeRate/Full2018_v9/aliases.py +++ b/FakeRate/Full2018_v9/aliases.py @@ -78,6 +78,12 @@ 'expr': 'CleanJet_pt[0] >= 10 ? TMath::Sqrt(dphilep1jet1*dphilep1jet1 + (Lepton_eta[0]-CleanJet_eta[0])*(Lepton_eta[0]-CleanJet_eta[0])) : -9999', } +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/../utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['DATA', 'DATA_unprescaled'] +} + # # Lepton SF (not considering the ttHMVA discriminant) # aliases['LepWPSF'] = { diff --git a/FakeRate/Full2018_v9/do_fake_rate.sh b/FakeRate/Full2018_v9/do_fake_rate.sh index e6f4307d..46f883ed 100644 --- a/FakeRate/Full2018_v9/do_fake_rate.sh +++ b/FakeRate/Full2018_v9/do_fake_rate.sh @@ -5,30 +5,30 @@ if [[ "$(uname -a)" == *portal* ]] || [[ "$(uname -a)" == *bms* ]]; then input_dir=/ceph/${USER} else echo "We are on lxplus!" - input_dir=/eos/user/${USER}/${USER:0:1} + input_dir=/eos/user/${USER:0:1}/${USER} fi # Muons -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_45.root --jet_pt 45 --flavor muon --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR MuonPR.root +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR MuonPR.root -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet10.root --jet_pt 10 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet15.root --jet_pt 15 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet20.root --jet_pt 20 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet25.root --jet_pt 25 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet30.root --jet_pt 30 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet35.root --jet_pt 35 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet40.root --jet_pt 40 --flavor muon --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet10.root --jet_pt 10 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet15.root --jet_pt 15 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet20.root --jet_pt 20 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet25.root --jet_pt 25 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet30.root --jet_pt 30 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet35.root --jet_pt 35 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet40.root --jet_pt 40 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt1_eta1 # Electrons -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_45.root --jet_pt 45 --flavor ele --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR ElePR.root +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR ElePR.root -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet10.root --jet_pt 10 --flavor ele --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet15.root --jet_pt 15 --flavor ele --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet25.root --jet_pt 25 --flavor ele --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet30.root --jet_pt 30 --flavor ele --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet35.root --jet_pt 35 --flavor ele --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet40.root --jet_pt 40 --flavor ele --variable pt1_eta1 -python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/fakerate/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet10.root --jet_pt 10 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet15.root --jet_pt 15 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet25.root --jet_pt 25 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet30.root --jet_pt 30 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet35.root --jet_pt 35 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet40.root --jet_pt 40 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2018_v9/rootFile/mkShapes__Fake_Full2018_v9.root --outputFolder ../Full2018_v9/FakeRate_Full2018_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt1_eta1 cd - diff --git a/FakeRate/Full2018_v9/samples.py b/FakeRate/Full2018_v9/samples.py index 4d11c97a..88219a09 100644 --- a/FakeRate/Full2018_v9/samples.py +++ b/FakeRate/Full2018_v9/samples.py @@ -12,7 +12,7 @@ dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn' -dataSteps = 'DATAl1loose2018v9__fakeSel' +dataSteps = 'DATAl1loose2018v9' ############################################## ###### Tree base directory for the site ###### @@ -101,6 +101,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): # Unprescaled triggers for prompt rate estimation DataRunUnprescaled = [ + ['A','Run2018A-UL2018-v1'], ['B','Run2018B-UL2018-v1'], ['C','Run2018C-UL2018-v1'], ['D','Run2018D-UL2018-v1'], @@ -291,7 +292,8 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): for pd in DataSetsUnprescaled: tag_data = pd + '_' + sd - if ( ('SingleMuon' in pd and 'Run2018B' in sd) + if ( ('SingleMuon' in pd and 'Run2018A' in sd) + or ('SingleMuon' in pd and 'Run2018B' in sd) or ('SingleMuon' in pd and 'Run2018C' in sd)): print("sd = {}".format(sd)) print("pd = {}".format(pd)) diff --git a/FakeRate/Full2018_v9/variables.py b/FakeRate/Full2018_v9/variables.py index d3073570..f0845ee5 100644 --- a/FakeRate/Full2018_v9/variables.py +++ b/FakeRate/Full2018_v9/variables.py @@ -16,18 +16,35 @@ ################### # ptbins[8] = {10, 15, 20, 25, 30, 35, 40, 45, 50}; -# etabins[5] = {0, 0.5, 1.0, 1.5, 2.0, 2.5}; +# etabins[2] = {0, 1.479, 2.5}; + +# variables['pt1_eta1'] = { +# 'name' : 'Lepton_pt[0]:abs(Lepton_eta[0])', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 1}:#eta^{#ell 1}', +# 'fold' : 3, +# } + +# Cone_pt1 vs eta1 variables['pt1_eta1'] = { - 'name' : 'Lepton_pt[0]:abs(Lepton_eta[0])', - 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), - 'xaxis' : 'p_{T}^{#ell 1}:#eta^{#ell 1}', + 'name' : 'Lepton_conept[0]:abs(Lepton_eta[0])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 1):|#eta(#ell 1})|', 'fold' : 3, } +# variables['pt2_eta2'] = { +# 'name' : 'Alt(Lepton_pt,1,0):abs(Alt(Lepton_eta,1,999))', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 2}:#eta^{#ell 2}', +# 'fold' : 3, +# } + +# Cone_pt2 vs eta2 variables['pt2_eta2'] = { - 'name' : 'Alt(Lepton_pt,1,0):abs(Alt(Lepton_eta,1,999))', - 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), - 'xaxis' : 'p_{T}^{#ell 2}:#eta^{#ell 2}', + 'name' : 'Lepton_conept[1]:abs(Lepton_eta[1])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 2):|#eta^{#ell 2}|', 'fold' : 3, } @@ -45,6 +62,13 @@ 'fold' : 0 } +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 1st lep', + 'fold' : 0 +} + variables['eta1'] = { 'name' : 'Lepton_eta[0]', 'range' : (40,-3,3), @@ -59,6 +83,13 @@ 'fold' : 0 } +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 2nd lep', + 'fold' : 0 +} + variables['eta2'] = { 'name' : 'Alt(Lepton_eta,1,999)', 'range' : (40,-3,3), @@ -94,27 +125,12 @@ 'fold' : 3 } - -# variables['puppimet'] = { -# 'name' : 'PuppiMET_pt', -# 'range' : (20,0,200), -# 'xaxis' : 'PUPPI met [GeV]', -# 'fold' : 3 -# } - -# variables['mtw2'] = { -# 'name' : 'mtw2', -# 'range' : (40,0,200), -# 'xaxis' : 'm_{T}^{W_{2}} [GeV]', -# 'fold' : 3 -# } - -# variables['eta2'] = { -# 'name' : 'Lepton_eta[1]', -# 'range' : (40,-3,3), -# 'xaxis' : '#eta 2nd lep', -# 'fold' : 3 -# } +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} # variables['jetpt1'] = { # 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', @@ -122,32 +138,3 @@ # 'xaxis' : 'p_{T} 1st jet', # 'fold' : 2 # } - -# variables['jetpt2'] = { -# 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', -# 'range' : (40,0,200), -# 'xaxis' : 'p_{T} 2nd jet', -# 'fold' : 0 -# } - -# variables['pt2'] = { -# 'name' : 'Lepton_pt[1]', -# 'range' : (20,0,100), -# 'xaxis' : 'p_{T} 2nd lep', -# 'fold' : 3 -# } - -# variables['mth'] = { -# 'name' : 'mth', -# 'range' : (40,0,200), -# 'xaxis' : 'm_{T}^{H} [GeV]', -# 'fold' : 0 -# } - -# variables['ptll'] = { -# 'name' : 'ptll', -# 'range' : (40, 0,200), -# 'xaxis' : 'p_{T}^{ll} [GeV]', -# 'fold' : 0 -# } - From 0d1a990214f980fdfc9ce0dd2d37bcb678ad4cfe Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 12 Aug 2025 09:59:17 +0200 Subject: [PATCH 03/44] Fake rates using cone pt 2017 --- FakeRate/Full2017_v9/README.md | 49 ++++ FakeRate/Full2017_v9/aliases.py | 78 ++++++ FakeRate/Full2017_v9/configuration.py | 89 +++++++ FakeRate/Full2017_v9/cuts.py | 92 +++++++ FakeRate/Full2017_v9/do_fake_rate.sh | 34 +++ FakeRate/Full2017_v9/do_plots.sh | 9 + FakeRate/Full2017_v9/nuisances.py | 27 ++ FakeRate/Full2017_v9/plot.py | 64 +++++ FakeRate/Full2017_v9/repeat.sh | 27 ++ FakeRate/Full2017_v9/samples.py | 235 ++++++++++++++++++ FakeRate/Full2017_v9/structure.py | 26 ++ .../unprescaled_cfg/configuration.py | 87 +++++++ FakeRate/Full2017_v9/unprescaled_cfg/cuts.py | 92 +++++++ FakeRate/Full2017_v9/unprescaled_cfg/plot.py | 62 +++++ FakeRate/Full2017_v9/variables.py | 140 +++++++++++ 15 files changed, 1111 insertions(+) create mode 100644 FakeRate/Full2017_v9/README.md create mode 100644 FakeRate/Full2017_v9/aliases.py create mode 100644 FakeRate/Full2017_v9/configuration.py create mode 100644 FakeRate/Full2017_v9/cuts.py create mode 100644 FakeRate/Full2017_v9/do_fake_rate.sh create mode 100644 FakeRate/Full2017_v9/do_plots.sh create mode 100644 FakeRate/Full2017_v9/nuisances.py create mode 100644 FakeRate/Full2017_v9/plot.py create mode 100644 FakeRate/Full2017_v9/repeat.sh create mode 100644 FakeRate/Full2017_v9/samples.py create mode 100644 FakeRate/Full2017_v9/structure.py create mode 100644 FakeRate/Full2017_v9/unprescaled_cfg/configuration.py create mode 100644 FakeRate/Full2017_v9/unprescaled_cfg/cuts.py create mode 100644 FakeRate/Full2017_v9/unprescaled_cfg/plot.py create mode 100644 FakeRate/Full2017_v9/variables.py diff --git a/FakeRate/Full2017_v9/README.md b/FakeRate/Full2017_v9/README.md new file mode 100644 index 00000000..cfcb4935 --- /dev/null +++ b/FakeRate/Full2017_v9/README.md @@ -0,0 +1,49 @@ +# Fake Rate Measurement + +The configuration prepares the histograms needed for extracting fake rates. + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + bash do_plots.sh + +### Measure Fake Rate + +All the instructions are summarized in the `do_fake_rate.sh` bash script: + + bash do_fake_rate.sh \ No newline at end of file diff --git a/FakeRate/Full2017_v9/aliases.py b/FakeRate/Full2017_v9/aliases.py new file mode 100644 index 00000000..044adc63 --- /dev/null +++ b/FakeRate/Full2017_v9/aliases.py @@ -0,0 +1,78 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/FakeRate/Full2017_v9 + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # Full2017_v9 +configurations = os.path.dirname(configurations) # FakeRate + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + + +# Evaluate BDT discriminant +aliases['Lepton_mvaTTH_UL'] = { + 'linesToAdd' : [f'#include "{configurations}/macros/ttH_MVA_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttH_MVA_reader ttHMVA = ttH_MVA_reader(\"BDTG\",\"{configurations}/data/UL20_el_TTH-like_2017_BDTG.weights.xml\",\"BDTG\",\"{configurations}/data/UL20_mu_TTH-like_2017_BDTG.weights.xml\");')"], + 'expr' : 'ttHMVA(nLepton,Lepton_pdgId,Lepton_electronIdx,Electron_jetIdx,event,Electron_mvaTTH,Electron_mvaFall17V2noIso_WPL,Electron_lostHits,Electron_pt,Electron_eta,Electron_pfRelIso03_all,Electron_miniPFRelIso_chg,Electron_miniPFRelIso_all,Electron_jetNDauCharged,Electron_jetPtRelv2,Electron_jetRelIso,Jet_btagDeepFlavB,Electron_sip3d,Electron_dxy,Electron_dz,Electron_mvaFall17V2noIso,Lepton_muonIdx,Muon_jetIdx,Muon_mvaTTH,Muon_looseId,Muon_isGlobal,Muon_isTracker,Muon_isPFcand,Muon_mediumId,Muon_pt,Muon_eta,Muon_pfRelIso03_all,Muon_miniPFRelIso_chg,Muon_miniPFRelIso_all,Muon_jetNDauCharged,Muon_jetPtRelv2,Muon_jetRelIso,Muon_sip3d,Muon_dxy,Muon_dz,Muon_segmentComp)', + 'samples': ['DATA','DATA_unprescaled'], +} + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +aliases['LepWPCut2l'] = { + # 'expr': 'LepCut2l__ele_' + eleWP + '__mu_' + muWP, + 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +aliases['LepWPCut1l'] = { + 'expr': '(abs(Lepton_pdgId[0])==11 && Lepton_isTightElectron_'+eleWP+'[0]>0.5 && Lepton_mvaTTH_UL[0]>0.90) \ + || (abs(Lepton_pdgId[0])==13 && Lepton_isTightMuon_'+muWP+'[0]>0.5 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82)', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +jet_pt_thrs = [10, 15, 20, 25, 30, 35, 40, 45] + +for jet_pt_threshold in jet_pt_thrs: + + # DeltaR(lep,jet) + aliases[f'drlj_{jet_pt_threshold}'] = { + 'linesToAdd': [f'#include "{configurations}/macros/away_jet.cc"'], + 'class': 'drlj', + 'args' : f'{jet_pt_threshold},nLepton,nCleanJet,Lepton_pt,Lepton_eta,Lepton_phi,CleanJet_pt,CleanJet_eta,CleanJet_phi', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +# DeltaR (l1,j1) +aliases['dRl1j1'] = { + 'expr': 'CleanJet_pt[0] >= 10 ? TMath::Sqrt(dphilep1jet1*dphilep1jet1 + (Lepton_eta[0]-CleanJet_eta[0])*(Lepton_eta[0]-CleanJet_eta[0])) : -9999', +} + +# Cone pt +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/../utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['DATA', 'DATA_unprescaled'] +} diff --git a/FakeRate/Full2017_v9/configuration.py b/FakeRate/Full2017_v9/configuration.py new file mode 100644 index 00000000..b236b110 --- /dev/null +++ b/FakeRate/Full2017_v9/configuration.py @@ -0,0 +1,89 @@ +# Configuration file for fake rate measurement using the UL 2017 dataset + +# Tag used to identify the configuration folder version +tag = 'Fake_Full2017_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if 'portal' in os.uname()[1]: + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +lumi = 1 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/FakeRate/Full2017_v9/cuts.py b/FakeRate/Full2017_v9/cuts.py new file mode 100644 index 00000000..1d394bf7 --- /dev/null +++ b/FakeRate/Full2017_v9/cuts.py @@ -0,0 +1,92 @@ +jet_pt_thresholds = [10, 15, 20, 25, 30, 35, 40, 45] + +# cuts +cuts = {} + +preselections = 'nLepton > 0 \ + && ((abs(Lepton_pdgId[0]) == 11 && Lepton_pt[0] > 10 && abs(Lepton_eta[0]) < 2.4) \ + || (abs(Lepton_pdgId[0]) == 13 && Lepton_pt[0] > 13 && abs(Lepton_eta[0]) < 2.5)) \ +' + +# Prompt rate selections +cuts['Zpeak_PR_loose'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && LepWPCut1l && Lepton_pt[1]>10 && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + +# Prompt rate selections +cuts['Zpeak_PR_tight'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && Lepton_pt[1]>10 && LepWPCut2l && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + + +for jet_pt_threshold in jet_pt_thresholds: + + ########################## + # Loose leptons selections + ########################## + + # QCD region + cuts[f'QCD_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + # Z-peak + cuts[f'Zpeak_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton > 1 && Lepton_pt[0] > 25 && Lepton_pt[1] > 10 && PuppiMET_pt < 20 && mll > 60 && mll < 120', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } + } + + # WJets region + cuts[f'WJets_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + ########################## + # Tight leptons selections + ########################## + + # QCD region + cuts[f'QCD_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + # Z-peak + cuts[f'Zpeak_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton > 1 && PuppiMET_pt < 20 && mll > 60 && mll < 120 && LepWPCut1l', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } + } + + # WJets region + cuts[f'WJets_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } diff --git a/FakeRate/Full2017_v9/do_fake_rate.sh b/FakeRate/Full2017_v9/do_fake_rate.sh new file mode 100644 index 00000000..a82ed221 --- /dev/null +++ b/FakeRate/Full2017_v9/do_fake_rate.sh @@ -0,0 +1,34 @@ +cd ../scripts/ + +if [[ "$(uname -a)" == *portal* ]] || [[ "$(uname -a)" == *bms* ]]; then + echo "We are at KIT!" + input_dir=/ceph/${USER} +else + echo "We are on lxplus!" + input_dir=/eos/user/${USER:0:1}/${USER} +fi + +# Muons +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR MuonPR.root + +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet10.root --jet_pt 10 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet15.root --jet_pt 15 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet20.root --jet_pt 20 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet25.root --jet_pt 25 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet30.root --jet_pt 30 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet35.root --jet_pt 35 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet40.root --jet_pt 40 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt1_eta1 + +# Electrons +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR ElePR.root + +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet10.root --jet_pt 10 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet15.root --jet_pt 15 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet25.root --jet_pt 25 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet30.root --jet_pt 30 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet35.root --jet_pt 35 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet40.root --jet_pt 40 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9.root --outputFolder ../Full2017_v9/FakeRate_Full2017_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt1_eta1 + +cd - diff --git a/FakeRate/Full2017_v9/do_plots.sh b/FakeRate/Full2017_v9/do_plots.sh new file mode 100644 index 00000000..b585f221 --- /dev/null +++ b/FakeRate/Full2017_v9/do_plots.sh @@ -0,0 +1,9 @@ +# Plots used for fake rate: using prescaled triggers +mkShapesRDF -c 1 +mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +# Plots used for prompt rate: using unprescaled triggers +cd unprescaled_cfg/ +mkShapesRDF -c 1 +mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png +cd - diff --git a/FakeRate/Full2017_v9/nuisances.py b/FakeRate/Full2017_v9/nuisances.py new file mode 100644 index 00000000..45965277 --- /dev/null +++ b/FakeRate/Full2017_v9/nuisances.py @@ -0,0 +1,27 @@ +import sys + +nuisances = {} + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2017', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) +} + diff --git a/FakeRate/Full2017_v9/plot.py b/FakeRate/Full2017_v9/plot.py new file mode 100644 index 00000000..93e83d8f --- /dev/null +++ b/FakeRate/Full2017_v9/plot.py @@ -0,0 +1,64 @@ +# Plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +lepton_categories = ['_ele_low_pt', '_ele_high_pt', '_muon_low_pt', '_muon_high_pt'] + +groupPlot = {} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY' + lep_cat for lep_cat in lepton_categories] +} + +groupPlot['WJets'] = { + 'nameHR' : "WJets", + 'isSignal' : 0, + 'color' : 11, # kGrey + 'samples' : ['WJets' + lep_cat for lep_cat in lepton_categories] +} + +# keys here must match keys in samples.py + +plot = {} + +for lep_cat in lepton_categories: + + plot['DY' + lep_cat] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, + } + + plot['WJets' + lep_cat] = { + 'nameHR' : 'WJets', + 'color' : 11, # kGrey + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, + } + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = '' # L = 41.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/FakeRate/Full2017_v9/repeat.sh b/FakeRate/Full2017_v9/repeat.sh new file mode 100644 index 00000000..0733e7a4 --- /dev/null +++ b/FakeRate/Full2017_v9/repeat.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/Fake_Full2017_v9/${SAMPLE}/ +cp ../../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py +cp output.root /eos/user/n/ntrevisa/mkShapesRDF_rootfiles/Fake_Full2017_v9/rootFile/mkShapes__Fake_Full2017_v9__ALL__${SAMPLE}.root +rm output.root diff --git a/FakeRate/Full2017_v9/samples.py b/FakeRate/Full2017_v9/samples.py new file mode 100644 index 00000000..1449c035 --- /dev/null +++ b/FakeRate/Full2017_v9/samples.py @@ -0,0 +1,235 @@ +import os,sys,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL17_106x_nAODv9_Full2017v9/MCl1loose2017v9__MCCorr2017v9NoJERInHorn/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9/ + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' + +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn' +dataSteps = 'DATAl1loose2017v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if 'portal' in os.uname()[1]: + treeBaseDir = '/ceph/ntrevisa/HWWNano' + +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' +if 'portal' in os.uname()[1]: + redirector = '' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + # ['B','Run2017B-UL2017-v1'], # the prescaled trigger paths are not available in Run 2017B (https://twiki.cern.ch/twiki/bin/viewauth/CMS/HLTPathsRunIIList) + ['C','Run2017C-UL2017-v1'], + ['D','Run2017D-UL2017-v1'], + ['E','Run2017E-UL2017-v1'], + ['F','Run2017F-UL2017-v1'], +] + +# Pre-scaled triggers for fake rate estimation +DataSets = ['DoubleMuon','SingleElectron'] + +DataTrig = { + 'DoubleMuon' : '(Lepton_pt[0] <= 20 && HLT_Mu8_TrkIsoVVL > 0.5) || (Lepton_pt[0] > 20 && HLT_Mu17_TrkIsoVVL > 0.5)', + 'SingleElectron' : '(HLT_Mu8_TrkIsoVVL < 0.5) && (HLT_Mu17_TrkIsoVVL < 0.5) && ((Lepton_pt[0] <= 25 && HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5) || (Lepton_pt[0] > 25 && HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5))', +} + +# Unprescaled triggers for prompt rate estimation +DataRunUnprescaled = [ + ['B','Run2017B-UL2017-v1'], + ['C','Run2017C-UL2017-v1'], + ['D','Run2017D-UL2017-v1'], + ['E','Run2017E-UL2017-v1'], + ['F','Run2017F-UL2017-v1'], +] + +DataSetsUnprescaled = ['SingleMuon','SingleElectron'] + +DataTrigUnprescaled = { + 'SingleMuon' : 'HLT_IsoMu27 > 0.5', + 'SingleElectron' : 'HLT_IsoMu27 < 0.5 && HLT_Ele35_WPTight_Gsf > 0.5', +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +# mcCommonWeight = 'XSWeight/1000.' +# XSWeight = baseW * Generator_weight +mcCommonWeight = 'baseW*puWeight*Generator_weight/1000.' + +########################################### +############# BACKGROUNDS ############### +########################################### + +lumi_ele_low_pt = '3.973*(HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5)*(Lepton_pt[0]<=25)'; +lumi_ele_high_pt = '43.469*(HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5)*(Lepton_pt[0]>25)'; +lumi_muon_low_pt = '2.903*(HLT_Mu8_TrkIsoVVL > 0.5)*(Lepton_pt[0]<=20)'; +lumi_muon_high_pt = '65.944*(HLT_Mu17_TrkIsoVVL > 0.5)*(Lepton_pt[0]>20)'; +lumi_full_2018 = '41479' + +# DY +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +samples['DY_ele_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_low_pt, + 'FilesPerJob': 4, +} + +samples['DY_ele_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_high_pt, + 'FilesPerJob': 4, +} + +samples['DY_muon_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_low_pt, + 'FilesPerJob': 4, +} + +samples['DY_muon_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_high_pt, + 'FilesPerJob': 4, +} + +samples['DY_unprescaled'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_full_2018, + 'FilesPerJob': 4, +} + +##### WJets ####### +files = nanoGetSampleFiles(mcDirectory, 'WJetsToLNu-LO') + +samples['WJets_ele_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_low_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_ele_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_high_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_muon_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_low_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_muon_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_high_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +########################################### +################## DATA ################### +########################################### + +# Prescaled +samples['DATA'] = { + 'name': [], + 'weight': 'METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 10 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) + + +# Unprescaled +samples['DATA_unprescaled'] = { + 'name': [], + 'weight': 'METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 10 +} + +for _, sd in DataRunUnprescaled: + for pd in DataSetsUnprescaled: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA_unprescaled']['name'].extend(files) + addSampleWeight(samples, 'DATA_unprescaled', tag_data, DataTrigUnprescaled[pd]) diff --git a/FakeRate/Full2017_v9/structure.py b/FakeRate/Full2017_v9/structure.py new file mode 100644 index 00000000..21a11db6 --- /dev/null +++ b/FakeRate/Full2017_v9/structure.py @@ -0,0 +1,26 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WJets'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/FakeRate/Full2017_v9/unprescaled_cfg/configuration.py b/FakeRate/Full2017_v9/unprescaled_cfg/configuration.py new file mode 100644 index 00000000..f9d1b11b --- /dev/null +++ b/FakeRate/Full2017_v9/unprescaled_cfg/configuration.py @@ -0,0 +1,87 @@ +# Configuration file for fake rate measurement using the UL 2018 dataset + +# Tag used to identify the configuration folder version +tag = 'Fake_Full2017_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +lumi = 1 + +# File with dict of aliases to define +aliasesFile = "../aliases.py" + +# File with dict of variables +variablesFile = "../variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "../samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "../structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "../nuisances.py" + +# Path to folder where to save plots +plotPath = '../plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/FakeRate/Full2017_v9/unprescaled_cfg/cuts.py b/FakeRate/Full2017_v9/unprescaled_cfg/cuts.py new file mode 100644 index 00000000..96eb7f22 --- /dev/null +++ b/FakeRate/Full2017_v9/unprescaled_cfg/cuts.py @@ -0,0 +1,92 @@ +jet_pt_thresholds = [10, 15, 20, 25, 30, 35, 40, 45] + +# cuts +cuts = {} + +preselections = 'nLepton > 0 \ + && ((abs(Lepton_pdgId[0]) == 11 && Lepton_pt[0] > 10 && abs(Lepton_eta[0]) < 2.4) \ + || (abs(Lepton_pdgId[0]) == 13 && Lepton_pt[0] > 13 && abs(Lepton_eta[0]) < 2.5)) \ +' + +# Prompt rate selections +cuts['Zpeak_PR_loose'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && LepWPCut1l && Lepton_pt[1]>10 && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + +# Prompt rate selections +cuts['Zpeak_PR_tight'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && Lepton_pt[1]>10 && LepWPCut2l && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + + +# for jet_pt_threshold in jet_pt_thresholds: + +# ########################## +# # Loose leptons selections +# ########################## + +# # QCD region +# cuts[f'QCD_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# # Z-peak +# cuts[f'Zpeak_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton > 1 && Lepton_pt[0] > 25 && Lepton_pt[1] > 10 && PuppiMET_pt < 20 && mll > 60 && mll < 120', +# 'categories' : { +# 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', +# 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', +# } +# } + +# # WJets region +# cuts[f'WJets_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# ########################## +# # Tight leptons selections +# ########################## + +# # QCD region +# cuts[f'QCD_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# # Z-peak +# cuts[f'Zpeak_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton > 1 && PuppiMET_pt < 20 && mll > 60 && mll < 120 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', +# 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', +# } +# } + +# # WJets region +# cuts[f'WJets_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } diff --git a/FakeRate/Full2017_v9/unprescaled_cfg/plot.py b/FakeRate/Full2017_v9/unprescaled_cfg/plot.py new file mode 100644 index 00000000..8b6e5647 --- /dev/null +++ b/FakeRate/Full2017_v9/unprescaled_cfg/plot.py @@ -0,0 +1,62 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +# lepton_categories = ['_ele_low_pt', '_ele_high_pt', '_muon_low_pt', '_muon_high_pt'] + +groupPlot = {} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY_unprescaled'] +} + +# groupPlot['WJets'] = { +# 'nameHR' : "WJets", +# 'isSignal' : 0, +# 'color' : 11, # kGrey +# 'samples' : ['WJets' + lep_cat for lep_cat in lepton_categories] +# } + +plot = {} + +# for lep_cat in lepton_categories: + +plot['DY_unprescaled'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + + # plot['WJets' + lep_cat] = { + # 'nameHR' : 'WJets', + # 'color' : 11, # kGrey + # 'isSignal' : 0, + # 'isData' : 0, + # 'scale' : 1.0, + # } + +######## +# Data # +######## + +plot['DATA_unprescaled'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 41.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/FakeRate/Full2017_v9/variables.py b/FakeRate/Full2017_v9/variables.py new file mode 100644 index 00000000..f0845ee5 --- /dev/null +++ b/FakeRate/Full2017_v9/variables.py @@ -0,0 +1,140 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +# ptbins[8] = {10, 15, 20, 25, 30, 35, 40, 45, 50}; +# etabins[2] = {0, 1.479, 2.5}; + +# variables['pt1_eta1'] = { +# 'name' : 'Lepton_pt[0]:abs(Lepton_eta[0])', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 1}:#eta^{#ell 1}', +# 'fold' : 3, +# } + +# Cone_pt1 vs eta1 +variables['pt1_eta1'] = { + 'name' : 'Lepton_conept[0]:abs(Lepton_eta[0])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 1):|#eta(#ell 1})|', + 'fold' : 3, +} + +# variables['pt2_eta2'] = { +# 'name' : 'Alt(Lepton_pt,1,0):abs(Alt(Lepton_eta,1,999))', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 2}:#eta^{#ell 2}', +# 'fold' : 3, +# } + +# Cone_pt2 vs eta2 +variables['pt2_eta2'] = { + 'name' : 'Lepton_conept[1]:abs(Lepton_eta[1])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 2):|#eta^{#ell 2}|', + 'fold' : 3, +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (20, 60,120), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 1st lep', + 'fold' : 0 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (40,-3,3), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['pt2'] = { + 'name' : 'Alt(Lepton_pt,1,0)', + 'range' : (20,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 2nd lep', + 'fold' : 0 +} + +variables['eta2'] = { + 'name' : 'Alt(Lepton_eta,1,999)', + 'range' : (40,-3,3), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (20,0,100), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['LepWPCut1l'] = { + 'name' : 'LepWPCut1l', + 'range' : (2,0,2), + 'xaxis' : 'Tight lepton flag', + 'fold' : 3 +} + +variables['dRl1j1'] = { + 'name' : 'dRl1j1', + 'range' : (20,0,10), + 'xaxis' : '#Delta R (#ell1,jet1)', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (10,0,5), + 'xaxis' : '#Delta #phi (#ell1,jet1)', + 'fold' : 3 +} + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + +# variables['jetpt1'] = { +# 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', +# 'range' : (40,0,200), +# 'xaxis' : 'p_{T} 1st jet', +# 'fold' : 2 +# } From 74141f0b92d0f577336813fb4020b5f9fe4e8452 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 12 Aug 2025 10:01:46 +0200 Subject: [PATCH 04/44] Fake rates using cone pt 2016noHIPM --- FakeRate/2016noHIPM_v9/README.md | 49 ++++ FakeRate/2016noHIPM_v9/aliases.py | 78 ++++++ FakeRate/2016noHIPM_v9/configuration.py | 89 +++++++ FakeRate/2016noHIPM_v9/cuts.py | 92 +++++++ FakeRate/2016noHIPM_v9/do_fake_rate.sh | 34 +++ FakeRate/2016noHIPM_v9/do_plots.sh | 9 + FakeRate/2016noHIPM_v9/nuisances.py | 27 ++ FakeRate/2016noHIPM_v9/plot.py | 64 +++++ FakeRate/2016noHIPM_v9/repeat.sh | 27 ++ FakeRate/2016noHIPM_v9/samples.py | 245 ++++++++++++++++++ FakeRate/2016noHIPM_v9/structure.py | 26 ++ .../unprescaled_cfg/configuration.py | 87 +++++++ .../2016noHIPM_v9/unprescaled_cfg/cuts.py | 92 +++++++ .../2016noHIPM_v9/unprescaled_cfg/plot.py | 62 +++++ FakeRate/2016noHIPM_v9/variables.py | 140 ++++++++++ 15 files changed, 1121 insertions(+) create mode 100644 FakeRate/2016noHIPM_v9/README.md create mode 100644 FakeRate/2016noHIPM_v9/aliases.py create mode 100644 FakeRate/2016noHIPM_v9/configuration.py create mode 100644 FakeRate/2016noHIPM_v9/cuts.py create mode 100644 FakeRate/2016noHIPM_v9/do_fake_rate.sh create mode 100644 FakeRate/2016noHIPM_v9/do_plots.sh create mode 100644 FakeRate/2016noHIPM_v9/nuisances.py create mode 100644 FakeRate/2016noHIPM_v9/plot.py create mode 100644 FakeRate/2016noHIPM_v9/repeat.sh create mode 100644 FakeRate/2016noHIPM_v9/samples.py create mode 100644 FakeRate/2016noHIPM_v9/structure.py create mode 100644 FakeRate/2016noHIPM_v9/unprescaled_cfg/configuration.py create mode 100644 FakeRate/2016noHIPM_v9/unprescaled_cfg/cuts.py create mode 100644 FakeRate/2016noHIPM_v9/unprescaled_cfg/plot.py create mode 100644 FakeRate/2016noHIPM_v9/variables.py diff --git a/FakeRate/2016noHIPM_v9/README.md b/FakeRate/2016noHIPM_v9/README.md new file mode 100644 index 00000000..cfcb4935 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/README.md @@ -0,0 +1,49 @@ +# Fake Rate Measurement + +The configuration prepares the histograms needed for extracting fake rates. + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + bash do_plots.sh + +### Measure Fake Rate + +All the instructions are summarized in the `do_fake_rate.sh` bash script: + + bash do_fake_rate.sh \ No newline at end of file diff --git a/FakeRate/2016noHIPM_v9/aliases.py b/FakeRate/2016noHIPM_v9/aliases.py new file mode 100644 index 00000000..113dd69f --- /dev/null +++ b/FakeRate/2016noHIPM_v9/aliases.py @@ -0,0 +1,78 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/FakeRate/2016noHIPM_v9 + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2016noHIPM_v9 +configurations = os.path.dirname(configurations) # FakeRate + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + + +# Evaluate BDT discriminant +aliases['Lepton_mvaTTH_UL'] = { + 'linesToAdd' : [f'#include "{configurations}/macros/ttH_MVA_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttH_MVA_reader ttHMVA = ttH_MVA_reader(\"BDTG\",\"{configurations}/data/UL20_el_TTH-like_2016_BDTG.weights.xml\",\"BDTG\",\"{configurations}/data/UL20_mu_TTH-like_2016_BDTG.weights.xml\");')"], + 'expr' : 'ttHMVA(nLepton,Lepton_pdgId,Lepton_electronIdx,Electron_jetIdx,event,Electron_mvaTTH,Electron_mvaFall17V2noIso_WPL,Electron_lostHits,Electron_pt,Electron_eta,Electron_pfRelIso03_all,Electron_miniPFRelIso_chg,Electron_miniPFRelIso_all,Electron_jetNDauCharged,Electron_jetPtRelv2,Electron_jetRelIso,Jet_btagDeepFlavB,Electron_sip3d,Electron_dxy,Electron_dz,Electron_mvaFall17V2noIso,Lepton_muonIdx,Muon_jetIdx,Muon_mvaTTH,Muon_looseId,Muon_isGlobal,Muon_isTracker,Muon_isPFcand,Muon_mediumId,Muon_pt,Muon_eta,Muon_pfRelIso03_all,Muon_miniPFRelIso_chg,Muon_miniPFRelIso_all,Muon_jetNDauCharged,Muon_jetPtRelv2,Muon_jetRelIso,Muon_sip3d,Muon_dxy,Muon_dz,Muon_segmentComp)', + 'samples': ['DATA','DATA_unprescaled'], +} + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight80x' + +aliases['LepWPCut2l'] = { + # 'expr': 'LepCut2l__ele_' + eleWP + '__mu_' + muWP, + 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +aliases['LepWPCut1l'] = { + 'expr': '(abs(Lepton_pdgId[0])==11 && Lepton_isTightElectron_'+eleWP+'[0]>0.5 && Lepton_mvaTTH_UL[0]>0.90) \ + || (abs(Lepton_pdgId[0])==13 && Lepton_isTightMuon_'+muWP+'[0]>0.5 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82)', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +jet_pt_thrs = [10, 15, 20, 25, 30, 35, 40, 45] + +for jet_pt_threshold in jet_pt_thrs: + + # DeltaR(lep,jet) + aliases[f'drlj_{jet_pt_threshold}'] = { + 'linesToAdd': [f'#include "{configurations}/macros/away_jet.cc"'], + 'class': 'drlj', + 'args' : f'{jet_pt_threshold},nLepton,nCleanJet,Lepton_pt,Lepton_eta,Lepton_phi,CleanJet_pt,CleanJet_eta,CleanJet_phi', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +# DeltaR (l1,j1) +aliases['dRl1j1'] = { + 'expr': 'CleanJet_pt[0] >= 10 ? TMath::Sqrt(dphilep1jet1*dphilep1jet1 + (Lepton_eta[0]-CleanJet_eta[0])*(Lepton_eta[0]-CleanJet_eta[0])) : -9999', +} + +# Cone pt +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/../utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['DATA', 'DATA_unprescaled'] +} diff --git a/FakeRate/2016noHIPM_v9/configuration.py b/FakeRate/2016noHIPM_v9/configuration.py new file mode 100644 index 00000000..286dba95 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/configuration.py @@ -0,0 +1,89 @@ +# Configuration file for fake rate measurement using the UL 2016noHIPM dataset + +# Tag used to identify the configuration folder version +tag = 'Fake_2016noHIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if 'portal' in os.uname()[1]: + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +lumi = 1 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/FakeRate/2016noHIPM_v9/cuts.py b/FakeRate/2016noHIPM_v9/cuts.py new file mode 100644 index 00000000..1d394bf7 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/cuts.py @@ -0,0 +1,92 @@ +jet_pt_thresholds = [10, 15, 20, 25, 30, 35, 40, 45] + +# cuts +cuts = {} + +preselections = 'nLepton > 0 \ + && ((abs(Lepton_pdgId[0]) == 11 && Lepton_pt[0] > 10 && abs(Lepton_eta[0]) < 2.4) \ + || (abs(Lepton_pdgId[0]) == 13 && Lepton_pt[0] > 13 && abs(Lepton_eta[0]) < 2.5)) \ +' + +# Prompt rate selections +cuts['Zpeak_PR_loose'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && LepWPCut1l && Lepton_pt[1]>10 && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + +# Prompt rate selections +cuts['Zpeak_PR_tight'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && Lepton_pt[1]>10 && LepWPCut2l && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + + +for jet_pt_threshold in jet_pt_thresholds: + + ########################## + # Loose leptons selections + ########################## + + # QCD region + cuts[f'QCD_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + # Z-peak + cuts[f'Zpeak_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton > 1 && Lepton_pt[0] > 25 && Lepton_pt[1] > 10 && PuppiMET_pt < 20 && mll > 60 && mll < 120', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } + } + + # WJets region + cuts[f'WJets_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + ########################## + # Tight leptons selections + ########################## + + # QCD region + cuts[f'QCD_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + # Z-peak + cuts[f'Zpeak_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton > 1 && PuppiMET_pt < 20 && mll > 60 && mll < 120 && LepWPCut1l', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } + } + + # WJets region + cuts[f'WJets_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } diff --git a/FakeRate/2016noHIPM_v9/do_fake_rate.sh b/FakeRate/2016noHIPM_v9/do_fake_rate.sh new file mode 100644 index 00000000..346bb495 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/do_fake_rate.sh @@ -0,0 +1,34 @@ +cd ../scripts/ + +if [[ "$(uname -a)" == *portal* ]] || [[ "$(uname -a)" == *bms* ]]; then + echo "We are at KIT!" + input_dir=/ceph/${USER} +else + echo "We are on lxplus!" + input_dir=/eos/user/${USER:0:1}/${USER} +fi + +# Muons +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR MuonPR.root + +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet10.root --jet_pt 10 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet15.root --jet_pt 15 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet20.root --jet_pt 20 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet25.root --jet_pt 25 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet30.root --jet_pt 30 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet35.root --jet_pt 35 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet40.root --jet_pt 40 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt1_eta1 + +# Electrons +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR ElePR.root + +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet10.root --jet_pt 10 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet15.root --jet_pt 15 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet25.root --jet_pt 25 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet30.root --jet_pt 30 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet35.root --jet_pt 35 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet40.root --jet_pt 40 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9.root --outputFolder ../2016noHIPM_v9/FakeRate_2016noHIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt1_eta1 + +cd - diff --git a/FakeRate/2016noHIPM_v9/do_plots.sh b/FakeRate/2016noHIPM_v9/do_plots.sh new file mode 100644 index 00000000..b585f221 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/do_plots.sh @@ -0,0 +1,9 @@ +# Plots used for fake rate: using prescaled triggers +mkShapesRDF -c 1 +mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +# Plots used for prompt rate: using unprescaled triggers +cd unprescaled_cfg/ +mkShapesRDF -c 1 +mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png +cd - diff --git a/FakeRate/2016noHIPM_v9/nuisances.py b/FakeRate/2016noHIPM_v9/nuisances.py new file mode 100644 index 00000000..abda5484 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/nuisances.py @@ -0,0 +1,27 @@ +import sys + +nuisances = {} + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2016', + 'type' : 'lnN', + 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) +} + diff --git a/FakeRate/2016noHIPM_v9/plot.py b/FakeRate/2016noHIPM_v9/plot.py new file mode 100644 index 00000000..cf2c3159 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/plot.py @@ -0,0 +1,64 @@ +# Plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +lepton_categories = ['_ele_low_pt', '_ele_high_pt', '_muon_low_pt', '_muon_high_pt'] + +groupPlot = {} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY' + lep_cat for lep_cat in lepton_categories] +} + +groupPlot['WJets'] = { + 'nameHR' : "WJets", + 'isSignal' : 0, + 'color' : 11, # kGrey + 'samples' : ['WJets' + lep_cat for lep_cat in lepton_categories] +} + +# keys here must match keys in samples.py + +plot = {} + +for lep_cat in lepton_categories: + + plot['DY' + lep_cat] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, + } + + plot['WJets' + lep_cat] = { + 'nameHR' : 'WJets', + 'color' : 11, # kGrey + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, + } + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = '' # L = 16.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/FakeRate/2016noHIPM_v9/repeat.sh b/FakeRate/2016noHIPM_v9/repeat.sh new file mode 100644 index 00000000..a48b2c02 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/repeat.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/Fake_2016noHIPM_v9/${SAMPLE}/ +cp ../../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py +cp output.root /eos/user/n/ntrevisa/mkShapesRDF_rootfiles/Fake_2016noHIPM_v9/rootFile/mkShapes__Fake_2016noHIPM_v9__ALL__${SAMPLE}.root +rm output.root diff --git a/FakeRate/2016noHIPM_v9/samples.py b/FakeRate/2016noHIPM_v9/samples.py new file mode 100644 index 00000000..4dd58909 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/samples.py @@ -0,0 +1,245 @@ +import os,sys,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_noHIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9/ + +mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' + +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn' +dataSteps = 'DATAl1loose2016v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if 'portal' in os.uname()[1]: + treeBaseDir = '/ceph/ntrevisa/HWWNano' + +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' +if 'portal' in os.uname()[1]: + redirector = '' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['F','Run2016F-UL2016-v1'], + ['G','Run2016G_UL2016-v1'], + ['H','Run2016H_UL2016-v1'], +] + +# Pre-scaled triggers for fake rate estimation +DataSets = ['DoubleMuon','DoubleEG'] + +DataTrig = { + 'DoubleMuon' : '(Lepton_pt[0] <= 20 && HLT_Mu8_TrkIsoVVL > 0.5) || (Lepton_pt[0] > 20 && HLT_Mu17_TrkIsoVVL > 0.5)', + 'DoubleEG' : '(HLT_Mu8_TrkIsoVVL < 0.5) && (HLT_Mu17_TrkIsoVVL < 0.5) && ((Lepton_pt[0] <= 25 && HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5) || (Lepton_pt[0] > 25 && HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5))', +} + +# Unprescaled triggers for prompt rate estimation +DataRunUnprescaled = [ + ['F','Run2016F-UL2016-v1'], + ['G','Run2016G_UL2016-v1'], + ['H','Run2016H_UL2016-v1'], +] + +DataSetsUnprescaled = ['SingleMuon','SingleElectron'] + +DataTrigUnprescaled = { + 'SingleMuon' : 'HLT_IsoMu24 > 0.5 || HLT_IsoTkMu24 > 0.5', + 'SingleElectron' : '(HLT_IsoMu24 < 0.5 && HLT_IsoTkMu24 < 0.5) && HLT_Ele27_WPTight_Gsf > 0.5', +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +# mcCommonWeight = 'XSWeight/1000.' +# XSWeight = baseW * Generator_weight +mcCommonWeight = 'baseW*puWeight*Generator_weight/1000.' + +########################################### +############# BACKGROUNDS ############### +########################################### + +lumi_ele_low_pt = '3.980*(HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5)*(Lepton_pt[0]<=25)'; +lumi_ele_high_pt = '10.699*(HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5)*(Lepton_pt[0]>25)'; +lumi_muon_low_pt = '1.297*(HLT_Mu8_TrkIsoVVL > 0.5)*(Lepton_pt[0]<=20)'; +lumi_muon_high_pt = '26.873*(HLT_Mu17_TrkIsoVVL > 0.5)*(Lepton_pt[0]>20)'; +lumi_full_2018 = '16812' + +# DY +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +samples['DY_ele_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_low_pt, + 'FilesPerJob': 4, +} + +samples['DY_ele_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_high_pt, + 'FilesPerJob': 4, +} + +samples['DY_muon_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_low_pt, + 'FilesPerJob': 4, +} + +samples['DY_muon_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_high_pt, + 'FilesPerJob': 4, +} + +samples['DY_unprescaled'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_full_2018, + 'FilesPerJob': 4, +} + +##### WJets ####### +files = nanoGetSampleFiles(mcDirectory, 'WJetsToLNu-LO') + +samples['WJets_ele_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_low_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_ele_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_high_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_muon_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_low_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_muon_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_high_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +########################################### +################## DATA ################### +########################################### + +# Prescaled +samples['DATA'] = { + 'name': [], + 'weight': 'METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 10 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleMuon' in pd and 'Run2016G' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) + + +# Unprescaled +samples['DATA_unprescaled'] = { + 'name': [], + 'weight': 'METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 10 +} + +for _, sd in DataRunUnprescaled: + for pd in DataSetsUnprescaled: + tag_data = pd + '_' + sd + + if 'DoubleMuon' in pd and 'Run2016G' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA_unprescaled']['name'].extend(files) + addSampleWeight(samples, 'DATA_unprescaled', tag_data, DataTrigUnprescaled[pd]) diff --git a/FakeRate/2016noHIPM_v9/structure.py b/FakeRate/2016noHIPM_v9/structure.py new file mode 100644 index 00000000..21a11db6 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/structure.py @@ -0,0 +1,26 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WJets'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/FakeRate/2016noHIPM_v9/unprescaled_cfg/configuration.py b/FakeRate/2016noHIPM_v9/unprescaled_cfg/configuration.py new file mode 100644 index 00000000..5ec14eab --- /dev/null +++ b/FakeRate/2016noHIPM_v9/unprescaled_cfg/configuration.py @@ -0,0 +1,87 @@ +# Configuration file for fake rate measurement using the UL 2018 dataset + +# Tag used to identify the configuration folder version +tag = 'Fake_2016noHIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +lumi = 1 + +# File with dict of aliases to define +aliasesFile = "../aliases.py" + +# File with dict of variables +variablesFile = "../variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "../samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "../structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "../nuisances.py" + +# Path to folder where to save plots +plotPath = '../plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/FakeRate/2016noHIPM_v9/unprescaled_cfg/cuts.py b/FakeRate/2016noHIPM_v9/unprescaled_cfg/cuts.py new file mode 100644 index 00000000..96eb7f22 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/unprescaled_cfg/cuts.py @@ -0,0 +1,92 @@ +jet_pt_thresholds = [10, 15, 20, 25, 30, 35, 40, 45] + +# cuts +cuts = {} + +preselections = 'nLepton > 0 \ + && ((abs(Lepton_pdgId[0]) == 11 && Lepton_pt[0] > 10 && abs(Lepton_eta[0]) < 2.4) \ + || (abs(Lepton_pdgId[0]) == 13 && Lepton_pt[0] > 13 && abs(Lepton_eta[0]) < 2.5)) \ +' + +# Prompt rate selections +cuts['Zpeak_PR_loose'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && LepWPCut1l && Lepton_pt[1]>10 && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + +# Prompt rate selections +cuts['Zpeak_PR_tight'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && Lepton_pt[1]>10 && LepWPCut2l && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + + +# for jet_pt_threshold in jet_pt_thresholds: + +# ########################## +# # Loose leptons selections +# ########################## + +# # QCD region +# cuts[f'QCD_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# # Z-peak +# cuts[f'Zpeak_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton > 1 && Lepton_pt[0] > 25 && Lepton_pt[1] > 10 && PuppiMET_pt < 20 && mll > 60 && mll < 120', +# 'categories' : { +# 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', +# 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', +# } +# } + +# # WJets region +# cuts[f'WJets_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# ########################## +# # Tight leptons selections +# ########################## + +# # QCD region +# cuts[f'QCD_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# # Z-peak +# cuts[f'Zpeak_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton > 1 && PuppiMET_pt < 20 && mll > 60 && mll < 120 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', +# 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', +# } +# } + +# # WJets region +# cuts[f'WJets_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } diff --git a/FakeRate/2016noHIPM_v9/unprescaled_cfg/plot.py b/FakeRate/2016noHIPM_v9/unprescaled_cfg/plot.py new file mode 100644 index 00000000..2e12e88b --- /dev/null +++ b/FakeRate/2016noHIPM_v9/unprescaled_cfg/plot.py @@ -0,0 +1,62 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +# lepton_categories = ['_ele_low_pt', '_ele_high_pt', '_muon_low_pt', '_muon_high_pt'] + +groupPlot = {} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY_unprescaled'] +} + +# groupPlot['WJets'] = { +# 'nameHR' : "WJets", +# 'isSignal' : 0, +# 'color' : 11, # kGrey +# 'samples' : ['WJets' + lep_cat for lep_cat in lepton_categories] +# } + +plot = {} + +# for lep_cat in lepton_categories: + +plot['DY_unprescaled'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + + # plot['WJets' + lep_cat] = { + # 'nameHR' : 'WJets', + # 'color' : 11, # kGrey + # 'isSignal' : 0, + # 'isData' : 0, + # 'scale' : 1.0, + # } + +######## +# Data # +######## + +plot['DATA_unprescaled'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 16.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/FakeRate/2016noHIPM_v9/variables.py b/FakeRate/2016noHIPM_v9/variables.py new file mode 100644 index 00000000..f0845ee5 --- /dev/null +++ b/FakeRate/2016noHIPM_v9/variables.py @@ -0,0 +1,140 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +# ptbins[8] = {10, 15, 20, 25, 30, 35, 40, 45, 50}; +# etabins[2] = {0, 1.479, 2.5}; + +# variables['pt1_eta1'] = { +# 'name' : 'Lepton_pt[0]:abs(Lepton_eta[0])', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 1}:#eta^{#ell 1}', +# 'fold' : 3, +# } + +# Cone_pt1 vs eta1 +variables['pt1_eta1'] = { + 'name' : 'Lepton_conept[0]:abs(Lepton_eta[0])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 1):|#eta(#ell 1})|', + 'fold' : 3, +} + +# variables['pt2_eta2'] = { +# 'name' : 'Alt(Lepton_pt,1,0):abs(Alt(Lepton_eta,1,999))', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 2}:#eta^{#ell 2}', +# 'fold' : 3, +# } + +# Cone_pt2 vs eta2 +variables['pt2_eta2'] = { + 'name' : 'Lepton_conept[1]:abs(Lepton_eta[1])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 2):|#eta^{#ell 2}|', + 'fold' : 3, +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (20, 60,120), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 1st lep', + 'fold' : 0 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (40,-3,3), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['pt2'] = { + 'name' : 'Alt(Lepton_pt,1,0)', + 'range' : (20,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 2nd lep', + 'fold' : 0 +} + +variables['eta2'] = { + 'name' : 'Alt(Lepton_eta,1,999)', + 'range' : (40,-3,3), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (20,0,100), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['LepWPCut1l'] = { + 'name' : 'LepWPCut1l', + 'range' : (2,0,2), + 'xaxis' : 'Tight lepton flag', + 'fold' : 3 +} + +variables['dRl1j1'] = { + 'name' : 'dRl1j1', + 'range' : (20,0,10), + 'xaxis' : '#Delta R (#ell1,jet1)', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (10,0,5), + 'xaxis' : '#Delta #phi (#ell1,jet1)', + 'fold' : 3 +} + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + +# variables['jetpt1'] = { +# 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', +# 'range' : (40,0,200), +# 'xaxis' : 'p_{T} 1st jet', +# 'fold' : 2 +# } From 7ed024e24fa5dee933a7c5704e75e738b61f8ce8 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 12 Aug 2025 10:03:30 +0200 Subject: [PATCH 05/44] Fake rates using cone pt 2016HIPM --- FakeRate/2016HIPM_v9/README.md | 49 ++++ FakeRate/2016HIPM_v9/aliases.py | 78 ++++++ FakeRate/2016HIPM_v9/configuration.py | 89 +++++++ FakeRate/2016HIPM_v9/cuts.py | 92 +++++++ FakeRate/2016HIPM_v9/do_fake_rate.sh | 34 +++ FakeRate/2016HIPM_v9/do_plots.sh | 9 + FakeRate/2016HIPM_v9/nuisances.py | 27 ++ FakeRate/2016HIPM_v9/plot.py | 64 +++++ FakeRate/2016HIPM_v9/repeat.sh | 27 ++ FakeRate/2016HIPM_v9/samples.py | 251 ++++++++++++++++++ FakeRate/2016HIPM_v9/structure.py | 26 ++ .../unprescaled_cfg/configuration.py | 87 ++++++ FakeRate/2016HIPM_v9/unprescaled_cfg/cuts.py | 92 +++++++ FakeRate/2016HIPM_v9/unprescaled_cfg/plot.py | 62 +++++ FakeRate/2016HIPM_v9/variables.py | 140 ++++++++++ 15 files changed, 1127 insertions(+) create mode 100644 FakeRate/2016HIPM_v9/README.md create mode 100644 FakeRate/2016HIPM_v9/aliases.py create mode 100644 FakeRate/2016HIPM_v9/configuration.py create mode 100644 FakeRate/2016HIPM_v9/cuts.py create mode 100644 FakeRate/2016HIPM_v9/do_fake_rate.sh create mode 100644 FakeRate/2016HIPM_v9/do_plots.sh create mode 100644 FakeRate/2016HIPM_v9/nuisances.py create mode 100644 FakeRate/2016HIPM_v9/plot.py create mode 100644 FakeRate/2016HIPM_v9/repeat.sh create mode 100644 FakeRate/2016HIPM_v9/samples.py create mode 100644 FakeRate/2016HIPM_v9/structure.py create mode 100644 FakeRate/2016HIPM_v9/unprescaled_cfg/configuration.py create mode 100644 FakeRate/2016HIPM_v9/unprescaled_cfg/cuts.py create mode 100644 FakeRate/2016HIPM_v9/unprescaled_cfg/plot.py create mode 100644 FakeRate/2016HIPM_v9/variables.py diff --git a/FakeRate/2016HIPM_v9/README.md b/FakeRate/2016HIPM_v9/README.md new file mode 100644 index 00000000..cfcb4935 --- /dev/null +++ b/FakeRate/2016HIPM_v9/README.md @@ -0,0 +1,49 @@ +# Fake Rate Measurement + +The configuration prepares the histograms needed for extracting fake rates. + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + bash do_plots.sh + +### Measure Fake Rate + +All the instructions are summarized in the `do_fake_rate.sh` bash script: + + bash do_fake_rate.sh \ No newline at end of file diff --git a/FakeRate/2016HIPM_v9/aliases.py b/FakeRate/2016HIPM_v9/aliases.py new file mode 100644 index 00000000..82206c18 --- /dev/null +++ b/FakeRate/2016HIPM_v9/aliases.py @@ -0,0 +1,78 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/FakeRate/2016HIPM_v9 + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2016HIPM_v9 +configurations = os.path.dirname(configurations) # FakeRate + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + + +# Evaluate BDT discriminant +aliases['Lepton_mvaTTH_UL'] = { + 'linesToAdd' : [f'#include "{configurations}/macros/ttH_MVA_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttH_MVA_reader ttHMVA = ttH_MVA_reader(\"BDTG\",\"{configurations}/data/UL20_el_TTH-like_2016_preVFP_BDTG.weights.xml\",\"BDTG\",\"{configurations}/data/UL20_mu_TTH-like_2016_preVFP_BDTG.weights.xml\");')"], + 'expr' : 'ttHMVA(nLepton,Lepton_pdgId,Lepton_electronIdx,Electron_jetIdx,event,Electron_mvaTTH,Electron_mvaFall17V2noIso_WPL,Electron_lostHits,Electron_pt,Electron_eta,Electron_pfRelIso03_all,Electron_miniPFRelIso_chg,Electron_miniPFRelIso_all,Electron_jetNDauCharged,Electron_jetPtRelv2,Electron_jetRelIso,Jet_btagDeepFlavB,Electron_sip3d,Electron_dxy,Electron_dz,Electron_mvaFall17V2noIso,Lepton_muonIdx,Muon_jetIdx,Muon_mvaTTH,Muon_looseId,Muon_isGlobal,Muon_isTracker,Muon_isPFcand,Muon_mediumId,Muon_pt,Muon_eta,Muon_pfRelIso03_all,Muon_miniPFRelIso_chg,Muon_miniPFRelIso_all,Muon_jetNDauCharged,Muon_jetPtRelv2,Muon_jetRelIso,Muon_sip3d,Muon_dxy,Muon_dz,Muon_segmentComp)', + 'samples': ['DATA','DATA_unprescaled'], +} + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight80x' + +aliases['LepWPCut2l'] = { + # 'expr': 'LepCut2l__ele_' + eleWP + '__mu_' + muWP, + 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +aliases['LepWPCut1l'] = { + 'expr': '(abs(Lepton_pdgId[0])==11 && Lepton_isTightElectron_'+eleWP+'[0]>0.5 && Lepton_mvaTTH_UL[0]>0.90) \ + || (abs(Lepton_pdgId[0])==13 && Lepton_isTightMuon_'+muWP+'[0]>0.5 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82)', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +jet_pt_thrs = [10, 15, 20, 25, 30, 35, 40, 45] + +for jet_pt_threshold in jet_pt_thrs: + + # DeltaR(lep,jet) + aliases[f'drlj_{jet_pt_threshold}'] = { + 'linesToAdd': [f'#include "{configurations}/macros/away_jet.cc"'], + 'class': 'drlj', + 'args' : f'{jet_pt_threshold},nLepton,nCleanJet,Lepton_pt,Lepton_eta,Lepton_phi,CleanJet_pt,CleanJet_eta,CleanJet_phi', + 'samples': mc + ['DATA','DATA_unprescaled'] +} + +# DeltaR (l1,j1) +aliases['dRl1j1'] = { + 'expr': 'CleanJet_pt[0] >= 10 ? TMath::Sqrt(dphilep1jet1*dphilep1jet1 + (Lepton_eta[0]-CleanJet_eta[0])*(Lepton_eta[0]-CleanJet_eta[0])) : -9999', +} + +# Cone pt +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/../utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['DATA', 'DATA_unprescaled'] +} diff --git a/FakeRate/2016HIPM_v9/configuration.py b/FakeRate/2016HIPM_v9/configuration.py new file mode 100644 index 00000000..c8fe0412 --- /dev/null +++ b/FakeRate/2016HIPM_v9/configuration.py @@ -0,0 +1,89 @@ +# Configuration file for fake rate measurement using the UL 2016noHIPM dataset + +# Tag used to identify the configuration folder version +tag = 'Fake_2016HIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if 'portal' in os.uname()[1]: + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +lumi = 1 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/FakeRate/2016HIPM_v9/cuts.py b/FakeRate/2016HIPM_v9/cuts.py new file mode 100644 index 00000000..1d394bf7 --- /dev/null +++ b/FakeRate/2016HIPM_v9/cuts.py @@ -0,0 +1,92 @@ +jet_pt_thresholds = [10, 15, 20, 25, 30, 35, 40, 45] + +# cuts +cuts = {} + +preselections = 'nLepton > 0 \ + && ((abs(Lepton_pdgId[0]) == 11 && Lepton_pt[0] > 10 && abs(Lepton_eta[0]) < 2.4) \ + || (abs(Lepton_pdgId[0]) == 13 && Lepton_pt[0] > 13 && abs(Lepton_eta[0]) < 2.5)) \ +' + +# Prompt rate selections +cuts['Zpeak_PR_loose'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && LepWPCut1l && Lepton_pt[1]>10 && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + +# Prompt rate selections +cuts['Zpeak_PR_tight'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && Lepton_pt[1]>10 && LepWPCut2l && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + + +for jet_pt_threshold in jet_pt_thresholds: + + ########################## + # Loose leptons selections + ########################## + + # QCD region + cuts[f'QCD_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + # Z-peak + cuts[f'Zpeak_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton > 1 && Lepton_pt[0] > 25 && Lepton_pt[1] > 10 && PuppiMET_pt < 20 && mll > 60 && mll < 120', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } + } + + # WJets region + cuts[f'WJets_loose_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + ########################## + # Tight leptons selections + ########################## + + # QCD region + cuts[f'QCD_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } + + # Z-peak + cuts[f'Zpeak_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton > 1 && PuppiMET_pt < 20 && mll > 60 && mll < 120 && LepWPCut1l', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } + } + + # WJets region + cuts[f'WJets_tight_jet_pt_{jet_pt_threshold}'] = { + 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', + 'categories' : { + 'ele' : 'abs(Lepton_pdgId[0]) == 11', + 'muon' : 'abs(Lepton_pdgId[0]) == 13', + } + } diff --git a/FakeRate/2016HIPM_v9/do_fake_rate.sh b/FakeRate/2016HIPM_v9/do_fake_rate.sh new file mode 100644 index 00000000..143a7301 --- /dev/null +++ b/FakeRate/2016HIPM_v9/do_fake_rate.sh @@ -0,0 +1,34 @@ +cd ../scripts/ + +if [[ "$(uname -a)" == *portal* ]] || [[ "$(uname -a)" == *bms* ]]; then + echo "We are at KIT!" + input_dir=/ceph/${USER} +else + echo "We are on lxplus!" + input_dir=/eos/user/${USER:0:1}/${USER} +fi + +# Muons +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR MuonPR.root + +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet10.root --jet_pt 10 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet15.root --jet_pt 15 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet20.root --jet_pt 20 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet25.root --jet_pt 25 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet30.root --jet_pt 30 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet35.root --jet_pt 35 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet40.root --jet_pt 40 --flavor muon --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/cut_Tight_HWWW_tthmva_82 --outputFileName MuonFR_jet45.root --jet_pt 45 --flavor muon --variable pt1_eta1 + +# Electrons +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt2_eta2 --do_prompt_rate True --outputFileNamePR ElePR.root + +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet10.root --jet_pt 10 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet15.root --jet_pt 15 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet25.root --jet_pt 25 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet30.root --jet_pt 30 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet35.root --jet_pt 35 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet40.root --jet_pt 40 --flavor ele --variable pt1_eta1 +python mkFakeRate.py --inputFile ${input_dir}/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9.root --outputFolder ../2016HIPM_v9/FakeRate_2016HIPM_v9/mvaFall17V2Iso_WP90_tthmva_UL_90 --outputFileName EleFR_jet45.root --jet_pt 45 --flavor ele --variable pt1_eta1 + +cd - diff --git a/FakeRate/2016HIPM_v9/do_plots.sh b/FakeRate/2016HIPM_v9/do_plots.sh new file mode 100644 index 00000000..b585f221 --- /dev/null +++ b/FakeRate/2016HIPM_v9/do_plots.sh @@ -0,0 +1,9 @@ +# Plots used for fake rate: using prescaled triggers +mkShapesRDF -c 1 +mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +# Plots used for prompt rate: using unprescaled triggers +cd unprescaled_cfg/ +mkShapesRDF -c 1 +mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png +cd - diff --git a/FakeRate/2016HIPM_v9/nuisances.py b/FakeRate/2016HIPM_v9/nuisances.py new file mode 100644 index 00000000..abda5484 --- /dev/null +++ b/FakeRate/2016HIPM_v9/nuisances.py @@ -0,0 +1,27 @@ +import sys + +nuisances = {} + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2016', + 'type' : 'lnN', + 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) +} + diff --git a/FakeRate/2016HIPM_v9/plot.py b/FakeRate/2016HIPM_v9/plot.py new file mode 100644 index 00000000..60443bac --- /dev/null +++ b/FakeRate/2016HIPM_v9/plot.py @@ -0,0 +1,64 @@ +# Plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +lepton_categories = ['_ele_low_pt', '_ele_high_pt', '_muon_low_pt', '_muon_high_pt'] + +groupPlot = {} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY' + lep_cat for lep_cat in lepton_categories] +} + +groupPlot['WJets'] = { + 'nameHR' : "WJets", + 'isSignal' : 0, + 'color' : 11, # kGrey + 'samples' : ['WJets' + lep_cat for lep_cat in lepton_categories] +} + +# keys here must match keys in samples.py + +plot = {} + +for lep_cat in lepton_categories: + + plot['DY' + lep_cat] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, + } + + plot['WJets' + lep_cat] = { + 'nameHR' : 'WJets', + 'color' : 11, # kGrey + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, + } + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = '' # L = 19.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/FakeRate/2016HIPM_v9/repeat.sh b/FakeRate/2016HIPM_v9/repeat.sh new file mode 100644 index 00000000..bb239505 --- /dev/null +++ b/FakeRate/2016HIPM_v9/repeat.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/Fake_2016HIPM_v9/${SAMPLE}/ +cp ../../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py +cp output.root /eos/user/n/ntrevisa/mkShapesRDF_rootfiles/Fake_2016HIPM_v9/rootFile/mkShapes__Fake_2016HIPM_v9__ALL__${SAMPLE}.root +rm output.root diff --git a/FakeRate/2016HIPM_v9/samples.py b/FakeRate/2016HIPM_v9/samples.py new file mode 100644 index 00000000..5477ba02 --- /dev/null +++ b/FakeRate/2016HIPM_v9/samples.py @@ -0,0 +1,251 @@ +import os,sys,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_HIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9/ + +mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' + +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn' +dataSteps = 'DATAl1loose2016v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if 'portal' in os.uname()[1]: + treeBaseDir = '/ceph/ntrevisa/HWWNano' + +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' +if 'portal' in os.uname()[1]: + redirector = '' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['B','Run2016B-ver1_HIPM_UL2016-v2'], + ['B','Run2016B-ver2_HIPM_UL2016-v2'], + ['C','Run2016C-HIPM_UL2016-v2'], + ['D','Run2016D-HIPM_UL2016-v2'], + ['E','Run2016E-HIPM_UL2016-v2'], + ['F','Run2016F-HIPM_UL2016-v2'], +] + +# Pre-scaled triggers for fake rate estimation +DataSets = ['DoubleMuon','DoubleEG'] + +DataTrig = { + 'DoubleMuon' : '(Lepton_pt[0] <= 20 && HLT_Mu8_TrkIsoVVL > 0.5) || (Lepton_pt[0] > 20 && HLT_Mu17_TrkIsoVVL > 0.5)', + 'DoubleEG' : '(HLT_Mu8_TrkIsoVVL < 0.5) && (HLT_Mu17_TrkIsoVVL < 0.5) && ((Lepton_pt[0] <= 25 && HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5) || (Lepton_pt[0] > 25 && HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5))', +} + +# Unprescaled triggers for prompt rate estimation +DataRunUnprescaled = [ + ['B','Run2016B-ver1_HIPM_UL2016-v2'], + ['B','Run2016B-ver2_HIPM_UL2016-v2'], + ['C','Run2016C-HIPM_UL2016-v2'], + ['D','Run2016D-HIPM_UL2016-v2'], + ['E','Run2016E-HIPM_UL2016-v2'], + ['F','Run2016F-HIPM_UL2016-v2'], +] + +DataSetsUnprescaled = ['SingleMuon','SingleElectron'] + +DataTrigUnprescaled = { + 'SingleMuon' : 'HLT_IsoMu24 > 0.5 || HLT_IsoTkMu24 > 0.5', + 'SingleElectron' : '(HLT_IsoMu24 < 0.5 && HLT_IsoTkMu24 < 0.5) && HLT_Ele27_WPTight_Gsf > 0.5', +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +# mcCommonWeight = 'XSWeight/1000.' +# XSWeight = baseW * Generator_weight +mcCommonWeight = 'baseW*puWeight*Generator_weight/1000.' + +########################################### +############# BACKGROUNDS ############### +########################################### + +lumi_ele_low_pt = '11.028*(HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5)*(Lepton_pt[0]<=25)'; +lumi_ele_high_pt = '52.768*(HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30 > 0.5)*(Lepton_pt[0]>25)'; +lumi_muon_low_pt = '6.584*(HLT_Mu8_TrkIsoVVL > 0.5)*(Lepton_pt[0]<=20)'; +lumi_muon_high_pt = '192.064*(HLT_Mu17_TrkIsoVVL > 0.5)*(Lepton_pt[0]>20)'; +lumi_full_2018 = '19521' + +# DY +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +samples['DY_ele_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_low_pt, + 'FilesPerJob': 4, +} + +samples['DY_ele_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_high_pt, + 'FilesPerJob': 4, +} + +samples['DY_muon_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_low_pt, + 'FilesPerJob': 4, +} + +samples['DY_muon_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_high_pt, + 'FilesPerJob': 4, +} + +samples['DY_unprescaled'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_full_2018, + 'FilesPerJob': 4, +} + +##### WJets ####### +files = nanoGetSampleFiles(mcDirectory, 'WJetsToLNu-LO') + +samples['WJets_ele_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_low_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_ele_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_ele_high_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_muon_low_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_low_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +samples['WJets_muon_high_pt'] = { + 'name': files, + 'weight': mcCommonWeight + '*' + lumi_muon_high_pt + '*(XSWeight < 1)', + 'FilesPerJob': 4, +} + +########################################### +################## DATA ################### +########################################### + +# Prescaled +samples['DATA'] = { + 'name': [], + 'weight': 'METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 10 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v2','v3') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) + + +# Unprescaled +samples['DATA_unprescaled'] = { + 'name': [], + 'weight': 'METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 10 +} + +for _, sd in DataRunUnprescaled: + for pd in DataSetsUnprescaled: + tag_data = pd + '_' + sd + + if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v2','v3') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA_unprescaled']['name'].extend(files) + addSampleWeight(samples, 'DATA_unprescaled', tag_data, DataTrigUnprescaled[pd]) diff --git a/FakeRate/2016HIPM_v9/structure.py b/FakeRate/2016HIPM_v9/structure.py new file mode 100644 index 00000000..21a11db6 --- /dev/null +++ b/FakeRate/2016HIPM_v9/structure.py @@ -0,0 +1,26 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WJets'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/FakeRate/2016HIPM_v9/unprescaled_cfg/configuration.py b/FakeRate/2016HIPM_v9/unprescaled_cfg/configuration.py new file mode 100644 index 00000000..5f093c05 --- /dev/null +++ b/FakeRate/2016HIPM_v9/unprescaled_cfg/configuration.py @@ -0,0 +1,87 @@ +# Configuration file for fake rate measurement using the UL 2018 dataset + +# Tag used to identify the configuration folder version +tag = 'Fake_2016HIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +lumi = 1 + +# File with dict of aliases to define +aliasesFile = "../aliases.py" + +# File with dict of variables +variablesFile = "../variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "../samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "../structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "../nuisances.py" + +# Path to folder where to save plots +plotPath = '../plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/FakeRate/2016HIPM_v9/unprescaled_cfg/cuts.py b/FakeRate/2016HIPM_v9/unprescaled_cfg/cuts.py new file mode 100644 index 00000000..96eb7f22 --- /dev/null +++ b/FakeRate/2016HIPM_v9/unprescaled_cfg/cuts.py @@ -0,0 +1,92 @@ +jet_pt_thresholds = [10, 15, 20, 25, 30, 35, 40, 45] + +# cuts +cuts = {} + +preselections = 'nLepton > 0 \ + && ((abs(Lepton_pdgId[0]) == 11 && Lepton_pt[0] > 10 && abs(Lepton_eta[0]) < 2.4) \ + || (abs(Lepton_pdgId[0]) == 13 && Lepton_pt[0] > 13 && abs(Lepton_eta[0]) < 2.5)) \ +' + +# Prompt rate selections +cuts['Zpeak_PR_loose'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && LepWPCut1l && Lepton_pt[1]>10 && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + +# Prompt rate selections +cuts['Zpeak_PR_tight'] = { + 'expr' : 'nLepton>1 && Lepton_pt[0]>25 && Lepton_pt[1]>10 && LepWPCut2l && mll>76 && mll<106 && PuppiMET_pt<20', + 'categories' : { + 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121', + 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', + } +} + + +# for jet_pt_threshold in jet_pt_thresholds: + +# ########################## +# # Loose leptons selections +# ########################## + +# # QCD region +# cuts[f'QCD_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# # Z-peak +# cuts[f'Zpeak_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton > 1 && Lepton_pt[0] > 25 && Lepton_pt[1] > 10 && PuppiMET_pt < 20 && mll > 60 && mll < 120', +# 'categories' : { +# 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', +# 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', +# } +# } + +# # WJets region +# cuts[f'WJets_loose_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# ########################## +# # Tight leptons selections +# ########################## + +# # QCD region +# cuts[f'QCD_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 < 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } + +# # Z-peak +# cuts[f'Zpeak_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton > 1 && PuppiMET_pt < 20 && mll > 60 && mll < 120 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -121 && Lepton_pt[1] > 13', +# 'muon' : 'Lepton_pdgId[0]*Lepton_pdgId[1] == -169', +# } +# } + +# # WJets region +# cuts[f'WJets_tight_jet_pt_{jet_pt_threshold}'] = { +# 'expr' : f'nLepton == 1 && mtw1 > 20 && PuppiMET_pt < 20 && drlj_{jet_pt_threshold} > 1 && LepWPCut1l', +# 'categories' : { +# 'ele' : 'abs(Lepton_pdgId[0]) == 11', +# 'muon' : 'abs(Lepton_pdgId[0]) == 13', +# } +# } diff --git a/FakeRate/2016HIPM_v9/unprescaled_cfg/plot.py b/FakeRate/2016HIPM_v9/unprescaled_cfg/plot.py new file mode 100644 index 00000000..8f15a9a3 --- /dev/null +++ b/FakeRate/2016HIPM_v9/unprescaled_cfg/plot.py @@ -0,0 +1,62 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +# lepton_categories = ['_ele_low_pt', '_ele_high_pt', '_muon_low_pt', '_muon_high_pt'] + +groupPlot = {} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY_unprescaled'] +} + +# groupPlot['WJets'] = { +# 'nameHR' : "WJets", +# 'isSignal' : 0, +# 'color' : 11, # kGrey +# 'samples' : ['WJets' + lep_cat for lep_cat in lepton_categories] +# } + +plot = {} + +# for lep_cat in lepton_categories: + +plot['DY_unprescaled'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + + # plot['WJets' + lep_cat] = { + # 'nameHR' : 'WJets', + # 'color' : 11, # kGrey + # 'isSignal' : 0, + # 'isData' : 0, + # 'scale' : 1.0, + # } + +######## +# Data # +######## + +plot['DATA_unprescaled'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 19.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/FakeRate/2016HIPM_v9/variables.py b/FakeRate/2016HIPM_v9/variables.py new file mode 100644 index 00000000..f0845ee5 --- /dev/null +++ b/FakeRate/2016HIPM_v9/variables.py @@ -0,0 +1,140 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +# ptbins[8] = {10, 15, 20, 25, 30, 35, 40, 45, 50}; +# etabins[2] = {0, 1.479, 2.5}; + +# variables['pt1_eta1'] = { +# 'name' : 'Lepton_pt[0]:abs(Lepton_eta[0])', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 1}:#eta^{#ell 1}', +# 'fold' : 3, +# } + +# Cone_pt1 vs eta1 +variables['pt1_eta1'] = { + 'name' : 'Lepton_conept[0]:abs(Lepton_eta[0])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 1):|#eta(#ell 1})|', + 'fold' : 3, +} + +# variables['pt2_eta2'] = { +# 'name' : 'Alt(Lepton_pt,1,0):abs(Alt(Lepton_eta,1,999))', +# 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 0.5, 1.0, 1.5, 2.0, 2.5],), +# 'xaxis' : 'p_{T}^{#ell 2}:#eta^{#ell 2}', +# 'fold' : 3, +# } + +# Cone_pt2 vs eta2 +variables['pt2_eta2'] = { + 'name' : 'Lepton_conept[1]:abs(Lepton_eta[1])', + 'range' : ([10, 15, 20, 25, 30, 35, 40, 45, 50],[0.0, 1.479, 2.5]), + 'xaxis' : 'p_{T}^{cone}(#ell 2):|#eta^{#ell 2}|', + 'fold' : 3, +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (20, 60,120), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 1st lep', + 'fold' : 0 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (40,-3,3), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['pt2'] = { + 'name' : 'Alt(Lepton_pt,1,0)', + 'range' : (20,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (20,0,100), + 'xaxis' : 'p_{T}^{cone} 2nd lep', + 'fold' : 0 +} + +variables['eta2'] = { + 'name' : 'Alt(Lepton_eta,1,999)', + 'range' : (40,-3,3), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (20,0,100), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['LepWPCut1l'] = { + 'name' : 'LepWPCut1l', + 'range' : (2,0,2), + 'xaxis' : 'Tight lepton flag', + 'fold' : 3 +} + +variables['dRl1j1'] = { + 'name' : 'dRl1j1', + 'range' : (20,0,10), + 'xaxis' : '#Delta R (#ell1,jet1)', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (10,0,5), + 'xaxis' : '#Delta #phi (#ell1,jet1)', + 'fold' : 3 +} + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + +# variables['jetpt1'] = { +# 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', +# 'range' : (40,0,200), +# 'xaxis' : 'p_{T} 1st jet', +# 'fold' : 2 +# } From c37ecf7365bb7856b65d0cc86ce1bf31b2b5987b Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 12 Aug 2025 10:12:35 +0200 Subject: [PATCH 06/44] updating scripts and instructions for fake rate vs cone pt --- FakeRate/README.md | 5 +++ FakeRate/scripts/mkFakeRate.py | 62 +++++++++++++++++++++++++++--- utils/macros/LeptonConePt_class.cc | 35 +++++++++++++++++ 3 files changed, 97 insertions(+), 5 deletions(-) create mode 100644 utils/macros/LeptonConePt_class.cc diff --git a/FakeRate/README.md b/FakeRate/README.md index e9a583df..5320eef2 100644 --- a/FakeRate/README.md +++ b/FakeRate/README.md @@ -2,6 +2,11 @@ Configurations to estimate fake and prompt rates. +### Run 2 Effective Luminosities + +You can find a summary of the Run 2 effective luminosities at this link: +https://github.com/NTrevisani/FakeRateMeasurement/blob/master/certification/BRILCALC.md + ### Run 3 Effective Luminosities Since we are using some pre-scaled triggers, we need to calculate their effective luminosities. diff --git a/FakeRate/scripts/mkFakeRate.py b/FakeRate/scripts/mkFakeRate.py index eb966282..45239b12 100644 --- a/FakeRate/scripts/mkFakeRate.py +++ b/FakeRate/scripts/mkFakeRate.py @@ -14,6 +14,8 @@ import ROOT +ROOT.gStyle.SetOptStat(0) + if __name__ == '__main__': sys.argv = argv @@ -196,10 +198,10 @@ # Bins structure: # pt bins = 8: [10, 15, 20, 25, 30, 35, 40, 45, 50] - # eta bins = 5: [0, 0.5, 1.0, 1.5, 2.0, 2.5] + # eta bins = 5: [0, 1.479, 2.5] # variable: Lepton_pt[0]:abs(Lepton_eta[0]) --> Need to loop over abs(eta) and then on pT - eta_bins = 5 - eta_binning = [0, 0.5, 1.0, 1.5, 2.0, 2.5, 100] + eta_bins = 2 + eta_binning = [0, 1.479, 2.5, 100] pt_bins = 8 pt_binning = [10, 15, 20, 25, 30, 35, 40, 45, 50, 1000] @@ -225,11 +227,19 @@ # Ensure we are not dividing by 0 fake_rate = 0 + fake_rate_error = 0 + if loose_yields_DATA > 0: fake_rate = tight_yields_DATA / loose_yields_DATA + if tight_yields_DATA > 0: + fake_rate_error = fake_rate * math.sqrt(1./tight_yields_DATA + 1./loose_yields_DATA) + fake_rate_EWKsub = 0 + fake_rate_EWKsub_error = 0 if loose_yields_DATA_EWKsub > 0: fake_rate_EWKsub = tight_yields_DATA_EWKsub / loose_yields_DATA_EWKsub + if tight_yields_DATA_EWKsub > 0: + fake_rate_EWKsub_error = fake_rate_EWKsub * math.sqrt(1/tight_yields_DATA_EWKsub + 1/loose_yields_DATA_EWKsub) # Output histogram filling fake_rate_histo_numerator.SetBinContent(pt_bin,eta_bin+1,tight_yields_DATA) @@ -238,8 +248,11 @@ fake_rate_histo_EWKcorr_numerator.SetBinContent(pt_bin,eta_bin+1,tight_yields_DATA_EWKsub) fake_rate_histo_EWKcorr_denominator.SetBinContent(pt_bin,eta_bin+1,loose_yields_DATA_EWKsub) - fake_rate_histo .SetBinContent(pt_bin,eta_bin+1,fake_rate) + fake_rate_histo.SetBinContent(pt_bin,eta_bin+1,fake_rate) + fake_rate_histo.SetBinError(pt_bin,eta_bin+1,fake_rate_error) + fake_rate_histo_EWKcorr.SetBinContent(pt_bin,eta_bin+1,fake_rate_EWKsub) + fake_rate_histo_EWKcorr.SetBinError(pt_bin,eta_bin+1,fake_rate_EWKsub_error) # Printout - for debugging print(f"Number of tight events: {tight_yields_DATA} - Number of loose events: {loose_yields_DATA}") @@ -256,9 +269,23 @@ fake_rate_histo.Write() fake_rate_histo_EWKcorr.Write() + # Plot 2D histograms containing the fake rates + output_plot_name = f'{outputFolder}/{outputFileName.replace(".root",".png")}' + + c_fake_rate = ROOT.TCanvas('c_fake_rate', 'c_fake_rate', 800, 600) + c_fake_rate.cd() + fake_rate_histo.Draw('colz,text') + c_fake_rate.SaveAs(output_plot_name) + c_fake_rate.Close() + + c_fake_rate_ewk = ROOT.TCanvas('c_fake_rate_ewk', 'c_fake_rate_ewk', 800, 600) + c_fake_rate_ewk.cd() + fake_rate_histo_EWKcorr.Draw('colz,text') + c_fake_rate_ewk.SaveAs(output_plot_name) + c_fake_rate_ewk.Close() + outfile.Close() - if do_prompt_rate == 'True': # Create output file @@ -287,16 +314,25 @@ # Ensure we are not dividing by 0 prompt_rate = 0 + prompt_rate_error = 0 if loose_yields_Zpeak_DATA > 0: prompt_rate = tight_yields_Zpeak_DATA / loose_yields_Zpeak_DATA + if tight_yields_Zpeak_DATA > 0: + prompt_rate_error = prompt_rate * math.sqrt(1/tight_yields_Zpeak_DATA + 1/loose_yields_Zpeak_DATA) prompt_rate_MC = 0 + prompt_rate_MC_error = 0 if loose_yields_Zpeak_DY > 0: prompt_rate_MC = tight_yields_Zpeak_DY / loose_yields_Zpeak_DY + if tight_yields_Zpeak_DY > 0: + prompt_rate_MC_error = prompt_rate_MC * math.sqrt(1/tight_yields_Zpeak_DY + 1/loose_yields_Zpeak_DY) # Output histogram filling prompt_rate_histo .SetBinContent(pt_bin,eta_bin+1,prompt_rate) + prompt_rate_histo .SetBinError(pt_bin,eta_bin+1,prompt_rate_error) prompt_rate_histo_MC.SetBinContent(pt_bin,eta_bin+1,prompt_rate_MC) + prompt_rate_histo_MC.SetBinError(pt_bin,eta_bin+1,prompt_rate_MC_error) + # Printout - for debugging print(f"Number of tight events in data: {tight_yields_Zpeak_DATA} - Number of loose events in data: {loose_yields_Zpeak_DATA}") @@ -308,4 +344,20 @@ prompt_rate_histo.Write() prompt_rate_histo_MC.Write() + # Plot 2D histograms containing the fake rates + output_plot_name_PR = f'{outputFolder}/{outputFileNamePR.replace(".root",".png")}' + output_plot_name_PR = f'{outputFolder}/{outputFileNamePR.replace(".root",".png")}' + + c_prompt_rate = ROOT.TCanvas('c_prompt_rate', 'c_prompt_rate', 800, 600) + c_prompt_rate.cd() + prompt_rate_histo.Draw('colz,text') + c_prompt_rate.SaveAs(output_plot_name_PR) + c_prompt_rate.Close() + + # c_prompt_rate_MC = ROOT.TCanvas('c_prompt_rate_MC', 'c_prompt_rate_MC', 800, 600) + # c_prompt_rate_MC.cd() + # prompt_rate_histo_MC.Draw('colz,text') + # c_prompt_rate_MC.SaveAs(output_plot_name_PR) + # c_prompt_rate_MC.Close() + outfile_PR.Close() diff --git a/utils/macros/LeptonConePt_class.cc b/utils/macros/LeptonConePt_class.cc new file mode 100644 index 00000000..a08b8f45 --- /dev/null +++ b/utils/macros/LeptonConePt_class.cc @@ -0,0 +1,35 @@ +#ifndef LEPTON_CONEPT +#define LEPTON_CONEPT + +#include +#include "ROOT/RVec.hxx" + +using namespace ROOT; +using namespace ROOT::VecOps; + +RVec LeptonConePt(RVecF Lepton_pt, + RVecI Lepton_pdgId, + RVecI Lepton_electronIdx, + RVecI Lepton_muonIdx, + RVecF Electron_jetRelIso, + RVecF Muon_jetRelIso) { + + RVec conept; + + for (size_t i = 0; i < Lepton_pt.size(); ++i) { + float iso = 0.0; + int pdgId = abs(Lepton_pdgId[i]); + + if (pdgId == 11) { + int idx = Lepton_electronIdx[i]; + iso = Electron_jetRelIso[idx]; + } else if (pdgId == 13) { + int idx = Lepton_muonIdx[i]; + iso = Muon_jetRelIso[idx]; + } + conept.push_back(0.9 * Lepton_pt[i] * (1 + iso)); + } + return conept; +} + +#endif From 6131e87ff3d1d81ab2b11b0c57510783ca85f7d8 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 08:40:37 +0200 Subject: [PATCH 07/44] same-sign CR 2018 --- ControlRegions/SS/Full2018_v9/aliases.py | 69 ++++++--- ControlRegions/SS/Full2018_v9/cuts.py | 164 +++++--------------- ControlRegions/SS/Full2018_v9/nuisances.py | 116 +++++++++++--- ControlRegions/SS/Full2018_v9/samples.py | 2 +- ControlRegions/SS/Full2018_v9/variables.py | 171 ++++++++++++++------- 5 files changed, 299 insertions(+), 223 deletions(-) diff --git a/ControlRegions/SS/Full2018_v9/aliases.py b/ControlRegions/SS/Full2018_v9/aliases.py index 4d60dd43..6d18d94e 100644 --- a/ControlRegions/SS/Full2018_v9/aliases.py +++ b/ControlRegions/SS/Full2018_v9/aliases.py @@ -114,11 +114,18 @@ # 'samples': ['Fake'] # } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } @@ -126,53 +133,53 @@ aliases['fakeWEleUp'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # # Charge-flip efficiencies and uncertainties @@ -382,10 +389,24 @@ ) ', } -# # Evaluate BDT discriminant -# aliases['BDT_WHSS_TopSemileptonic_v9'] = { -# 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], -# 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2018/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], -# 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', -# 'samples' : mc + ['DATA','Fake'], -# } +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2018/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2018/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2018/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/SS/Full2018_v9/cuts.py b/ControlRegions/SS/Full2018_v9/cuts.py index b8181969..47084c96 100644 --- a/ControlRegions/SS/Full2018_v9/cuts.py +++ b/ControlRegions/SS/Full2018_v9/cuts.py @@ -6,14 +6,10 @@ && Lepton_pt[1]>10 \ && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && bVeto \ && !hole_veto \ ' -# How do we make these plots orthogonal to signal region? -# - PuppiMET_pt < 30 ? -# - detall > 2.0 ? -# - mlljj < 50 ? - ########################################################################### # B-veto: pre-selection compared to the WH charge-asymmetry signal region # @@ -21,34 +17,34 @@ # mu-mu cuts['hww2l2v_13TeV_WH_SS_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', 'categories' : { 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', } } # mu-e cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', 'categories' : { 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', } } # e-e cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && abs(mll-91.2)>15 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && abs(mll-91.2)>15', 'categories' : { 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } @@ -57,34 +53,34 @@ # mu-mu cuts['hww2l2v_13TeV_WH_SS_mm_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', 'categories' : { 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', } } # mu-e cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', 'categories' : { 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', } } # e-e cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15', 'categories' : { 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } @@ -93,132 +89,48 @@ # mu-mu cuts['hww2l2v_13TeV_WH_SS_mm_0j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', 'categories' : { 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', } } # mu-e cuts['hww2l2v_13TeV_WH_SS_em_0j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', 'categories' : { 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', } } # e-e cuts['hww2l2v_13TeV_WH_SS_ee_0j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && abs(mll-91.2)>15 && bVeto', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && abs(mll-91.2)>15', 'categories' : { 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } -# ## Same-sign control region in the 0 jet bin: used in the WH3l category. Considering different flavor to avoid DY -# cuts['wh3l_13TeV_SS_CR'] = { -# 'expr' : 'Alt(Lepton_pt,2,0) < 15 && abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 && Alt(CleanJet_pt,0,0) < 30 && bVeto', -# 'categories' : { -# 'plus_pt2ge20' : 'Lepton_pdgId[0] < 0 && Lepton_pdgId[1] < 0', -# 'minus_pt2ge20' : 'Lepton_pdgId[0] > 0 && Lepton_pdgId[1] > 0', -# } -# } - -# ################################################ -# # B-tag: Really orthogonal to WH signal region # -# ################################################ - -# # - PuppiMET_pt < 30 ? -# # - detall > 2.0 ? -# # - mlljj < 50 ? - -# # mu-mu -# cuts['hww2l2v_13TeV_WH_SS_btag_mm_2j'] = { -# 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && bReq && detall<=2.0 && mlljj20_whss>50 && PuppiMET_pt>30 && mjj < 100', -# 'categories' : { -# 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', -# 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', -# 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', -# 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', -# } -# } - -# # mu-e -# cuts['hww2l2v_13TeV_WH_SS_btag_em_2j'] = { -# 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && bReq && detall<=2.0 && mlljj20_whss>50 && PuppiMET_pt>30 && mjj < 100', -# 'categories' : { -# 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', -# 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', -# 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', -# 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', -# } -# } - -# # e-e -# cuts['hww2l2v_13TeV_WH_SS_btag_ee_2j'] = { -# 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && abs(mll-91.2)>15 && bReq && detall<=2.0 && mlljj20_whss>50 && PuppiMET_pt>30 && mjj < 100', -# 'categories' : { -# 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', -# 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', -# 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', -# 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', -# } -# } - - -# ## SR 1jet - -# # mu-mu -# cuts['hww2l2v_13TeV_WH_SS_btag_mm_1j'] = { -# 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && bReq && detall<=2.0 && mlljj20_whss>50 && PuppiMET_pt>30', -# 'categories' : { -# 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', -# 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', -# 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', -# 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', -# } -# } - -# # mu-e -# cuts['hww2l2v_13TeV_WH_SS_btag_em_1j'] = { -# 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && bReq && detall<=2.0 && mlljj20_whss>50 && PuppiMET_pt>30', -# 'categories' : { -# 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', -# 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', -# 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', -# 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', -# } -# } - -# # e-e -# cuts['hww2l2v_13TeV_WH_SS_btag_ee_1j'] = { -# 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15 && bReq && detall<=2.0 && mlljj20_whss>50 && PuppiMET_pt>30', -# 'categories' : { -# 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', -# 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', -# 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', -# 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', -# } -# } - -# ## Same-sign control region in the 0 jet bin: used in the WH3l category. Considering different flavor to avoid DY -# cuts['wh3l_13TeV_SS_btag_CR'] = { -# 'expr' : 'Alt(Lepton_pt,2,0) < 15 && abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 && Alt(CleanJet_pt,0,0) < 30 && bReq', -# 'categories' : { -# 'plus_pt2ge20' : 'Lepton_pdgId[0] < 0 && Lepton_pdgId[1] < 0', -# 'minus_pt2ge20' : 'Lepton_pdgId[0] > 0 && Lepton_pdgId[1] > 0', -# } -# } +## SR 3 leptons: only 0 jet bin +cuts['hww2l2v_13TeV_WH_3l'] = { + 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', + 'categories' : { + 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + } +} # mlljj20_whss: # inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) diff --git a/ControlRegions/SS/Full2018_v9/nuisances.py b/ControlRegions/SS/Full2018_v9/nuisances.py index 38c34642..99a790d4 100644 --- a/ControlRegions/SS/Full2018_v9/nuisances.py +++ b/ControlRegions/SS/Full2018_v9/nuisances.py @@ -59,7 +59,9 @@ def makeMCDirectory(var=''): } -# Fakes +### Fakes + +# Per lepton nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2018', 'kind' : 'weight', @@ -70,15 +72,16 @@ def makeMCDirectory(var=''): } } -# nuisances['fake_ele_stat'] = { -# 'name' : 'CMS_WH_hww_fake_stat_e_2018', -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : { -# 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], -# 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], -# } -# } +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + nuisances['fake_mu'] = { 'name' : 'CMS_WH_hww_fake_m_2018', @@ -90,15 +93,90 @@ def makeMCDirectory(var=''): } } -# nuisances['fake_mu_stat'] = { -# 'name' : 'CMS_WH_hww_fake_stat_m_2018', -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : { -# 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], -# 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], -# } -# } +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + + +# Normalization per final state +jet_bins = ['0j','1j','2j'] +channels = ['ee', 'em', 'mm'] +charges = ['plus', 'minus'] + +eta_regimes = ['barrel', 'endcap'] +pt_regimes = ['high', 'medium'] + +fake_syst_dict = { + 'endcap_medium_pt': ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)'], + 'barrel_medium_pt': ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)'], + 'endcap_high_pt' : ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)'], + 'barrel_high_pt' : ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)'], +} + +for jet_bin in jet_bins: + for channel in channels: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}_2018', + 'samples' : { + f'Fake_{channel}' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_SS_{channel}_{jet_bin}_SS_CR_{charge}_pt2ge20', + ], + } + + # for eta_regime in eta_regimes: + # for pt_regime in pt_regimes: + # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}'] = { + # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}_2018', + # 'samples' : { + # f'Fake_{channel}' : f'{eta_regime}_{pt_regime}_pt', + # }, + # 'type' : 'shape', + # 'cuts' : [cut for cut in cuts if (f'_{channel}_' in cut)], + # } + + +flavors = ['sssf', 'ossf'] + +for flavor in flavors: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{flavor}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{flavor}_{charge}_2018', + 'samples' : { + 'Fake' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_3l_{flavor}_{charge}_pt2ge20', + ], + } + + # for eta_regime in eta_regimes: + # for pt_regime in pt_regimes: + # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}'] = { + # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}_2018', + # 'samples' : { + # f'Fake' : f'{eta_regime}_{pt_regime}_pt', + # }, + # 'type' : 'shape', + # 'cuts' : [cut for cut in cuts if (f'_{flavor}_' in cut)], + # } + # ###### B-tagger diff --git a/ControlRegions/SS/Full2018_v9/samples.py b/ControlRegions/SS/Full2018_v9/samples.py index 5d139dcb..5384168c 100644 --- a/ControlRegions/SS/Full2018_v9/samples.py +++ b/ControlRegions/SS/Full2018_v9/samples.py @@ -122,7 +122,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): samples['DY'] = { 'name': files, - 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13 || Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', 'FilesPerJob': 8, } diff --git a/ControlRegions/SS/Full2018_v9/variables.py b/ControlRegions/SS/Full2018_v9/variables.py index 6f668fac..d84d13d5 100644 --- a/ControlRegions/SS/Full2018_v9/variables.py +++ b/ControlRegions/SS/Full2018_v9/variables.py @@ -15,25 +15,25 @@ # Control variables ################### -variables['puppimet'] = { - 'name' : 'PuppiMET_pt', - 'range' : (20,0,200), - 'xaxis' : 'PUPPI met [GeV]', - 'fold' : 3 +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, } -variables['mll'] = { - 'name' : 'mll', - 'range' : (20, 40,120), - 'xaxis' : 'm_{ll} [GeV]', - 'fold' : 0 +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, } -variables['ptll'] = { - 'name' : 'ptll', - 'range' : (20, 0,200), - 'xaxis' : 'p_{T}^{ll} [GeV]', - 'fold' : 0 +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, } variables['pt1'] = { @@ -45,57 +45,78 @@ variables['pt2'] = { 'name' : 'Lepton_pt[1]', - 'range' : (20,0,100), + 'range' : (30,0,100), 'xaxis' : 'p_{T} 2nd lep', 'fold' : 3 } -variables['mlljj20_whss_bin2'] = { - 'name' : 'mlljj20_whss', - # 'range' : ([60.,100.,110.,120.,130.,140.,150.,160.,170.,180.,190.,200.,250.,300.],), - 'range' : (20,0,1000), - 'xaxis' : 'mlljj20_whss [GeV]', - 'fold' : 3 +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 } variables['detall'] = { 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', - 'range' : (20,0.,10.), - 'xaxis' : 'detall', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{jj}', 'fold' : 3 } -variables['mth'] = { - 'name' : 'mth', - 'range' : (40,0,200), - 'xaxis' : 'm_{T}^{H} [GeV]', - 'fold' : 0 -} - variables['dphill'] = { 'name' : 'abs(dphill)', - 'range' : (20,0,3.14), + 'range' : (20, 0,3.2), 'xaxis' : '#Delta#phi_{ll}', 'fold' : 3 } -variables['eta1'] = { - 'name' : 'Lepton_eta[0]', - 'range' : (40,-3,3), - 'xaxis' : '#eta 1st lep', - 'fold' : 3 +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 } -variables['eta2'] = { - 'name' : 'Lepton_eta[1]', - 'range' : (40,-3,3), - 'xaxis' : '#eta 2nd lep', - 'fold' : 3 +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 } + variables['jetpt1'] = { 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', - 'range' : (40,0,200), + 'range' : (40,0,400), 'xaxis' : 'p_{T} 1st jet', 'fold' : 2 } @@ -107,6 +128,34 @@ 'fold' : 0 } +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + variables['mjj'] = { 'name' : 'mjj*(CleanJet_pt[1]>30)', 'range' : (20,0,1000), @@ -114,16 +163,39 @@ 'fold' : 3 } + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + variables['mtw1'] = { 'name' : 'mtw1', - 'range' : (40,0,200), + 'range' : (50,0,250), 'xaxis' : 'm_{T}^{W_{1}} [GeV]', 'fold' : 3 } variables['mtw2'] = { 'name' : 'mtw2', - 'range' : (40,0,200), + 'range' : (50,0,200), 'xaxis' : 'm_{T}^{W_{2}} [GeV]', 'fold' : 3 } @@ -200,18 +272,11 @@ variables['ht'] = { 'name' : 'ht', - 'range' : (40,0,200), + 'range' : (30,0,1500), 'xaxis' : 'ht [GeV]', 'fold' : 3 } -variables['dphijj'] = { - 'name' : 'dphijj', - 'range' : (20,0,3.2), - 'xaxis' : 'dphijj', - 'fold' : 3 -} - variables['dphijet1met'] = { 'name' : 'dphijet1met', 'range' : (20,0,3.2), From 77ed614252e3ffc03e9c0ca4ae2fef9bac9e8fdd Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 08:44:58 +0200 Subject: [PATCH 08/44] same-sign CR 2017 --- ControlRegions/SS/Full2017_v9/README.md | 117 +++ ControlRegions/SS/Full2017_v9/aliases.py | 402 +++++++ .../SS/Full2017_v9/configuration.py | 105 ++ ControlRegions/SS/Full2017_v9/cuts.py | 139 +++ ControlRegions/SS/Full2017_v9/nuisances.py | 979 ++++++++++++++++++ ControlRegions/SS/Full2017_v9/plot.py | 336 ++++++ ControlRegions/SS/Full2017_v9/repeat.sh | 38 + ControlRegions/SS/Full2017_v9/samples.py | 383 +++++++ ControlRegions/SS/Full2017_v9/structure.py | 156 +++ ControlRegions/SS/Full2017_v9/variables.py | 285 +++++ 10 files changed, 2940 insertions(+) create mode 100644 ControlRegions/SS/Full2017_v9/README.md create mode 100644 ControlRegions/SS/Full2017_v9/aliases.py create mode 100644 ControlRegions/SS/Full2017_v9/configuration.py create mode 100644 ControlRegions/SS/Full2017_v9/cuts.py create mode 100644 ControlRegions/SS/Full2017_v9/nuisances.py create mode 100644 ControlRegions/SS/Full2017_v9/plot.py create mode 100644 ControlRegions/SS/Full2017_v9/repeat.sh create mode 100644 ControlRegions/SS/Full2017_v9/samples.py create mode 100644 ControlRegions/SS/Full2017_v9/structure.py create mode 100644 ControlRegions/SS/Full2017_v9/variables.py diff --git a/ControlRegions/SS/Full2017_v9/README.md b/ControlRegions/SS/Full2017_v9/README.md new file mode 100644 index 00000000..67f2cc5c --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/README.md @@ -0,0 +1,117 @@ +# Same-sign control region + +This configuration allows to produce control plots for the two-leptons same-sign and the three-leptons control regions. They are used to check the description of the non-prompt leptons. + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/SS/Full2017_v9/aliases.py b/ControlRegions/SS/Full2017_v9/aliases.py new file mode 100644 index 00000000..5f7b66bb --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/aliases.py @@ -0,0 +1,402 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/Full2017_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # Full2017_v9 +configurations = os.path.dirname(configurations) # SS +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Fake_from_ntuple')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +aliases['LepWPCut'] = { + 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + 'samples': mc + ['DATA'] +} + + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, + 'samples': mc +} + + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2017\", 2, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2017\", 2, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2017\", 2, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2017\", 2, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2017\", 2, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# # LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80 +# eleWP_fake = 'mvaFall17V2Iso_WP90' +# muWP_fake = 'cut_Tight_HWWW_tthmva_80' + +# # Fake leptons transfer factor +# aliases['fakeW'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake, +# 'samples': ['Fake'] +# } + +# # And variations - already divided by central values in formulas ! +# aliases['fakeWEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_EleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_EleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_MuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_MuDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statEleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statEleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statMuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statMuDown', +# 'samples': ['Fake'] +# } + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# # Charge-flip efficiencies and uncertainties +# aliases['ttHMVA_eff_flip_2l'] = { +# 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], +# 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], +# 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', +# 'samples': ['DY','ChargeFlip'], +# } + +# aliases['ttHMVA_eff_err_flip_2l'] = { +# 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], +# 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], +# 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', +# 'samples': ['DY','ChargeFlip'], +# } + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +#################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL17 +#################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1355' +bWP_medium_deepB = '0.4506' +bWP_tight_deepB = '0.7738' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0532' +bWP_medium_deepFlavB = '0.3040' +bWP_tight_deepFlavB = '0.7476' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2017', 'jesBBEC1', 'jesBBEC1_2017', 'jesEC2', + 'jesEC2_2017', 'jesFlavorQCD', 'jesHF', 'jesHF_2017', 'jesRelativeBal', + 'jesRelativeSample_2017']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2017', 'jesBBEC1', 'jesBBEC1_2017', 'jesEC2', + 'jesEC2_2017', 'jesFlavorQCD', 'jesHF', 'jesHF_2017', 'jesRelativeBal', + 'jesRelativeSample_2017', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch2l matches to *any* gen lepton) +aliases['PromptGenLepMatch2l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', + 'samples': mc +} + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'samples': mc, +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', + 'samples': mc +} + + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2017/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2017/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2017/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/SS/Full2017_v9/configuration.py b/ControlRegions/SS/Full2017_v9/configuration.py new file mode 100644 index 00000000..e24f14ab --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for two-leptons same-sign and three-leptons using the UL 2017 dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/Full2017_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # SS +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = 'SS_2017_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L514 (519, 589, 660, 729, 798) +# 4.803371586 + 9.574029838 + 4.247792714 + 9.314581016 + 13.53990537 = 41.479680524 +lumi = 41.48 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/SS/Full2017_v9/cuts.py b/ControlRegions/SS/Full2017_v9/cuts.py new file mode 100644 index 00000000..5b25d208 --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/cuts.py @@ -0,0 +1,139 @@ +cuts = {} + +# cuts +preselections = 'mll>12 \ + && Lepton_pt[0]>25 \ + && Lepton_pt[1]>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && bVeto \ +' + + +########################################################################### +# B-veto: pre-selection compared to the WH charge-asymmetry signal region # +########################################################################### + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 1jet + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 0jet + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 3 leptons: only 0 jet bin +cuts['hww2l2v_13TeV_WH_3l'] = { + 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', + 'categories' : { + 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + } +} + +# mlljj20_whss: +# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) +# jets are considered with pT > 20 GeV + +# Definitions of WH3l variables: +# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/ControlRegions/SS/Full2017_v9/nuisances.py b/ControlRegions/SS/Full2017_v9/nuisances.py new file mode 100644 index 00000000..9c51fcfc --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/nuisances.py @@ -0,0 +1,979 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9' +fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2017', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.009') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2017', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2017', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2017', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2017', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + +# Normalization per final state +jet_bins = ['0j','1j','2j'] +channels = ['ee','em','mm'] +charges = ['plus', 'minus'] + +eta_regimes = ['barrel', 'endcap'] +pt_regimes = ['high', 'medium'] + +fake_syst_dict = { + 'endcap_medium_pt': ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)'], + 'barrel_medium_pt': ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)'], + 'endcap_high_pt' : ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)'], + 'barrel_high_pt' : ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)'], +} + + +for channel in channels: + my_list = [cut for cut in cuts if f'{channel}' in cut] + print(f"Cuts with {channel} in them: {my_list}") + + +for jet_bin in jet_bins: + for charge in charges: + for channel in channels: + + nuisances[f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}_2017', + 'samples' : { + f'Fake_{channel}' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_SS_{channel}_{jet_bin}_SS_CR_{charge}_pt2ge20', + ], + } + +# for channel in channels: +# for eta_regime in eta_regimes: +# for pt_regime in pt_regimes: +# nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}'] = { +# 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}_2017', +# 'samples' : { +# f'Fake_{channel}' : fake_syst_dict[f'{eta_regime}_{pt_regime}_pt'], +# }, +# 'type' : 'shape', +# 'cuts' : [cut for cut in cuts if (f'{channel}' in cut)], +# } + + +flavors = ['sssf', 'ossf'] + +for flavor in flavors: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{flavor}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{flavor}_{charge}_2017', + 'samples' : { + 'Fake_em' : '1.30', + 'Fake_mm' : '1.30', + 'Fake_ee' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_3l_{flavor}_{charge}_pt2ge20', + ], + } + +# for flavor in flavors: +# for eta_regime in eta_regimes: +# for pt_regime in pt_regimes: +# nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}'] = { +# 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}_2017', +# 'samples' : { +# f'Fake_em' : fake_syst_dict[f'{eta_regime}_{pt_regime}_pt'], +# f'Fake_ee' : fake_syst_dict[f'{eta_regime}_{pt_regime}_pt'], +# f'Fake_mm' : fake_syst_dict[f'{eta_regime}_{pt_regime}_pt'], +# }, +# 'type' : 'shape', +# 'cuts' : [cut for cut in cuts if (f'{flavor}' in cut)], +# } + + +# ###### B-tagger + +# for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: +# btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] + +# name = 'CMS_btag_%s' % shift +# if 'stats' in shift: +# name += '_2017' + +# nuisances['btag_shape_%s' % shift] = { +# 'name' : name, +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, btag_syst) for skey in mc), +# } + +# ##### Trigger Scale Factors + +# trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + +# nuisances['trigg'] = { +# 'name' : 'CMS_eff_hwwtrigger_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, trig_syst) for skey in mc) +# } + +# ##### Electron Efficiency and energy scale + +# nuisances['eff_e'] = { +# 'name' : 'CMS_eff_e_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_e'] = { +# 'name' : 'CMS_eff_ttHMVA_e_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +# } + +# nuisances['electronpt'] = { +# 'name' : 'CMS_scale_e_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'ElepTup', +# 'mapDown' : 'ElepTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('ElepTup_suffix'), +# 'folderDown' : makeMCDirectory('ElepTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Muon Efficiency and energy scale + +# nuisances['eff_m'] = { +# 'name' : 'CMS_eff_m_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_m'] = { +# 'name' : 'CMS_eff_ttHMVA_m_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +# } + +# nuisances['muonpt'] = { +# 'name' : 'CMS_scale_m_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'MupTup', +# 'mapDown' : 'MupTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('MupTup_suffix'), +# 'folderDown' : makeMCDirectory('MupTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Jet energy scale +# jes_systs = ['JESAbsolute','JESAbsolute_2017','JESBBEC1','JESBBEC1_2017','JESEC2','JESEC2_2017','JESFlavorQCD','JESHF','JESHF_2017','JESRelativeBal','JESRelativeSample_2017'] + +# for js in jes_systs: + +# nuisances[js] = { +# 'name' : 'CMS_scale_' + js.replace("JES","j_"), +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : js + 'up', +# 'mapDown' : js + 'do', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), +# 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), +# 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], +# 'AsLnN' : '0' +# } + +# ##### Jet energy resolution +# nuisances['JER'] = { +# 'name' : 'CMS_res_j_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'JERup', +# 'mapDown' : 'JERdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('JERup_suffix'), +# 'folderDown': makeMCDirectory('JERdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### MET unclustered energy + +# # metUp.PuppiMET_pt_METup +# nuisances['met'] = { +# 'name' : 'CMS_scale_met_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'METup', +# 'mapDown' : 'METdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('METup_suffix'), +# 'folderDown': makeMCDirectory('METdo_suffix'), +# 'AsLnN' : '0' +# } + + +# ##### Pileup + +# # puWeight_UL2017 +# nuisances['PU'] = { +# 'name' : 'CMS_pileup_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], +# 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], +# 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], +# 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], +# 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], +# 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], +# 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], +# 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], +# 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], +# 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], +# }, +# 'AsLnN' : '0', +# } + +# ### PU ID SF uncertainty + +# # puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] +# puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +# nuisances['jetPUID'] = { +# 'name' : 'CMS_eff_j_PUJET_id_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, puid_syst) for skey in mc) +# } + +# ### PS and UE + +# nuisances['PS_ISR'] = { +# 'name' : 'PS_WH_hww_ISR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['PS_FSR'] = { +# 'name' : 'PS_WH_hww_FSR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['UE_CP5'] = { +# 'name' : 'CMS_WH_hww_UE', +# 'skipCMS' : 1, +# 'type' : 'lnN', +# 'samples' : dict((skey, '1.015') for skey in mc), +# } + +# # Charge flip efficiency +# nuisances['chargeFlipEff'] = { +# 'name' : 'CMS_whss_chargeFlipEff_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# # Charge flip: uncertainty on opposite sign processes not affected by charge-flip +# nuisances['chargeFlip_syst'] = { +# 'name' : 'CMS_ChargeFlip_syst', +# 'type' : 'lnN', +# 'samples' : { +# 'ChargeFlip' : '1.10', +# }, +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# ## Top pT reweighting uncertainty + +# nuisances['TopPtRew'] = { +# 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'top': ["1.", "1./Top_pTrw"] +# }, +# 'symmetrize' : True +# } + +# nuisances['VgStar'] = { +# 'name' : 'CMS_hww_VgStarScale', +# 'type' : 'lnN', +# 'samples' : { +# 'VgS' : '1.25' +# } +# } + +# nuisances['Vg'] = { +# 'name' : 'CMS_hww_VgScale', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.25' +# } +# } + +# ###### pdf uncertainties + +# valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') +# valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') +# valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_gg'] = { +# 'name' : 'pdf_Higgs_gg', +# 'samples' : { +# 'ggH_hww' : valuesggh, +# 'ggH_htt' : valuesggh, +# 'ggZH_hww' : valuesggzh, +# 'bbH_hww' : valuesbbh, +# }, +# 'type' : 'lnN', +# } + +# # For ttH, we need to use 1./values +# values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) + +# nuisances['pdf_Higgs_ttH'] = { +# 'name' : 'pdf_Higgs_ttH', +# 'samples' : { +# 'ttH_hww': values, +# }, +# 'type' : 'lnN', +# } + +# valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_qqbar'] = { +# 'name' : 'pdf_Higgs_qqbar', +# 'type' : 'lnN', +# 'samples': { +# 'qqH_hww' : valuesqqh, +# 'qqH_htt' : valuesqqh, +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus': valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus': valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh +# }, +# } + +# nuisances['pdf_qqbar'] = { +# 'name' : 'pdf_qqbar', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.04', +# 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# # 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# 'VgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# }, +# } + +# nuisances['pdf_gg'] = { +# 'name': 'pdf_WH_hww_gg', +# 'type': 'lnN', +# 'samples': { +# 'ggWW' : '1.05', +# }, +# } + +# nuisances['pdf_Higgs_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', +# 'samples' : { +# 'ggH_hww' : '1.006', +# 'ggH_htt' : '1.006', +# 'ggZH_hww' : '1.006', +# 'bbH_hww' : '1.006' +# }, +# 'type' : 'lnN', +# } +# nuisances['pdf_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_gg_ACCEPT', +# 'samples' : { +# 'ggWW' : '1.006', +# }, +# 'type' : 'lnN', +# } + +# nuisances['pdf_Higgs_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.002', +# 'qqH_htt' : '1.002', +# 'WH_hww_plus' : '1.003', +# 'WH_hww_minus': '1.003', +# 'WH_htt_plus' : '1.003', +# 'WH_htt_minus': '1.003', +# 'ZH_hww' : '1.002', +# 'ZH_htt' : '1.002', +# }, +# } + +# nuisances['pdf_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'ZZ' : '1.001', +# # 'WZ' : '1.001', +# }, +# } + +# ##### Renormalization & factorization scales + +# ## Shape nuisance due to QCD scale variations for DY +# ## LHE scale variation weights (w_var / w_nominal) + +# ## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) +# variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] + +# # nuisances['QCDscale_V'] = { +# # 'name' : 'QCDscale_V', +# # 'skipCMS' : 1, +# # 'kind' : 'weight_envelope', +# # 'type' : 'shape', +# # 'samples' : { +# # 'DY' : variations +# # }, +# # 'AsLnN' : '0' +# # } + +# nuisances['QCDscale_VV'] = { +# 'name' : 'QCDscale_VV', +# 'kind' : 'weight_envelope', +# 'type' : 'shape', +# 'samples' : { +# 'WW' : variations, +# 'Vg' : variations, +# 'ZZ' : variations, +# 'WZ' : variations, +# 'VgS' : variations, +# } +# } + +# nuisances['QCDscale_ggVV'] = { +# 'name' : 'QCDscale_ggVV', +# 'type' : 'lnN', +# 'samples' : { +# 'ggWW' : '1.15', +# }, +# } + +# #### QCD scale uncertainties for Higgs signals other than ggH + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') + +# nuisances['QCDscale_qqH'] = { +# 'name' : 'QCDscale_qqH', +# 'samples' : { +# 'qqH_hww' : values, +# 'qqH_htt' : values, +# }, +# 'type' : 'lnN' +# } + +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') + +# nuisances['QCDscale_VH'] = { +# 'name' : 'QCDscale_VH', +# 'samples' : { +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus' : valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus' : valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') + +# nuisances['QCDscale_ggZH'] = { +# 'name' : 'QCDscale_ggZH', +# 'samples' : { +# 'ggZH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') + +# nuisances['QCDscale_ttH'] = { +# 'name' : 'QCDscale_ttH', +# 'samples' : { +# 'ttH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# nuisances['QCDscale_WWewk'] = { +# 'name' : 'QCDscale_WWewk', +# 'samples' : { +# 'WWewk' : '1.11', +# }, +# 'type' : 'lnN' +# } + +# nuisances['QCDscale_qqbar_ACCEPT'] = { +# 'name' : 'QCDscale_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.003', +# 'qqH_htt' : '1.003', +# 'WH_hww_plus' : '1.010', +# 'WH_hww_minus' : '1.010', +# 'WH_htt_plus' : '1.010', +# 'WH_htt_minus' : '1.010', +# 'ZH_hww' : '1.015', +# 'ZH_htt' : '1.015', +# } +# } + +# # FIXME: these come from HIG-16-042, maybe should be recomputed? +# nuisances['QCDscale_gg_ACCEPT'] = { +# 'name' : 'QCDscale_gg_ACCEPT', +# 'samples' : { +# 'ggH_htt' : '1.012', +# 'ggH_hww' : '1.012', +# 'ggZH_hww' : '1.012', +# 'ggWW' : '1.012', +# }, +# 'type' : 'lnN', +# } + +# # WZ normalization from control region +# nuisances['WZ2jnorm'] = { +# 'name' : 'CMS_hww_WZ3l2jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '2j' in cut], +# } + +# nuisances['WZ1jnorm'] = { +# 'name' : 'CMS_hww_WZ3l1jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '1j' in cut], +# } + +# # WZ migration from W+Z to W-Z +# nuisances['WZ2j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ2jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['WZ1j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ1jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# # Nonprompt leptons normalization per category +# nuisances['CMS_WH_hww_fake_syst_2jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2lt20', +# ], +# } + + +# nuisances['CMS_WH_hww_fake_syst_2jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2lt20', +# ], +# } + +# End of Nonprompt leptons normalization per category + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/SS/Full2017_v9/plot.py b/ControlRegions/SS/Full2017_v9/plot.py new file mode 100644 index 00000000..72e8f7e0 --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/plot.py @@ -0,0 +1,336 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW', 'ggWW', 'WWewk'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake_mm','Fake_em','Fake_ee'] +} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + 'color' : 810, # kOrange + 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 412, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'nameHR' : 'WW', + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WWewk'] = { + 'nameHR' : 'WWewk', + 'color' : 850, # kAzure -10 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['ggWW'] = { + 'nameHR' : 'ggWW', + 'color' : 850, # kAzure -10 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +# plot['Fake'] = { +# 'color' : 921, # kGray + 1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 41.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/SS/Full2017_v9/repeat.sh b/ControlRegions/SS/Full2017_v9/repeat.sh new file mode 100644 index 00000000..6441ca09 --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/SS_2017_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/SS_2017_v9/rootFile/mkShapes__SS_2017_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/SS_2017_v9/rootFile/mkShapes__SS_2017_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/SS/Full2017_v9/samples.py b/ControlRegions/SS/Full2017_v9/samples.py new file mode 100644 index 00000000..ec00bcde --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/samples.py @@ -0,0 +1,383 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL17_106x_nAODv9_Full2017v9/MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__l2tightOR2017v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9{var}' +fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['B','Run2017B-UL2017-v1'], + ['C','Run2017C-UL2017-v1'], + ['D','Run2017D-UL2017-v1'], + ['E','Run2017E-UL2017-v1'], + ['F','Run2017F-UL2017-v1'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' + +########################################### +############# BACKGROUNDS ############### +########################################### + +###### DY ####### +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ + nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +samples['DY'] = { + 'name': files, + 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'FilesPerJob': 8, +} + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeight + '*nllW*ewknloW', + 'FilesPerJob': 4 +} + +samples['WWewk'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), + 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, + 'FilesPerJob': 8 +} + +files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') + +samples['ggWW'] = { + 'name': files, + 'weight': mcCommonWeight + '*1.53/1.4', + 'FilesPerJob': 8 +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeight + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 2, +} + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} + +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_htt_minus') + + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + +samples['Fake']['subsamples'] = { + 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', + 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', + 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' +} + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/SS/Full2017_v9/structure.py b/ControlRegions/SS/Full2017_v9/structure.py new file mode 100644 index 00000000..6f1d9617 --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/structure.py @@ -0,0 +1,156 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Wg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Zg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/ControlRegions/SS/Full2017_v9/variables.py b/ControlRegions/SS/Full2017_v9/variables.py new file mode 100644 index 00000000..d84d13d5 --- /dev/null +++ b/ControlRegions/SS/Full2017_v9/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From b51e778ab0736937e0c5b15143e07f93064145dc Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 08:45:58 +0200 Subject: [PATCH 09/44] same-sign CR 2016noHIPM --- ControlRegions/SS/2016noHIPM/README.md | 117 +++ ControlRegions/SS/2016noHIPM/aliases.py | 401 ++++++++ ControlRegions/SS/2016noHIPM/configuration.py | 105 ++ ControlRegions/SS/2016noHIPM/cuts.py | 139 +++ ControlRegions/SS/2016noHIPM/nuisances.py | 961 ++++++++++++++++++ ControlRegions/SS/2016noHIPM/plot.py | 336 ++++++ ControlRegions/SS/2016noHIPM/repeat.sh | 38 + ControlRegions/SS/2016noHIPM/samples.py | 395 +++++++ ControlRegions/SS/2016noHIPM/structure.py | 156 +++ ControlRegions/SS/2016noHIPM/variables.py | 285 ++++++ 10 files changed, 2933 insertions(+) create mode 100644 ControlRegions/SS/2016noHIPM/README.md create mode 100644 ControlRegions/SS/2016noHIPM/aliases.py create mode 100644 ControlRegions/SS/2016noHIPM/configuration.py create mode 100644 ControlRegions/SS/2016noHIPM/cuts.py create mode 100644 ControlRegions/SS/2016noHIPM/nuisances.py create mode 100644 ControlRegions/SS/2016noHIPM/plot.py create mode 100644 ControlRegions/SS/2016noHIPM/repeat.sh create mode 100644 ControlRegions/SS/2016noHIPM/samples.py create mode 100644 ControlRegions/SS/2016noHIPM/structure.py create mode 100644 ControlRegions/SS/2016noHIPM/variables.py diff --git a/ControlRegions/SS/2016noHIPM/README.md b/ControlRegions/SS/2016noHIPM/README.md new file mode 100644 index 00000000..67f2cc5c --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/README.md @@ -0,0 +1,117 @@ +# Same-sign control region + +This configuration allows to produce control plots for the two-leptons same-sign and the three-leptons control regions. They are used to check the description of the non-prompt leptons. + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/SS/2016noHIPM/aliases.py b/ControlRegions/SS/2016noHIPM/aliases.py new file mode 100644 index 00000000..f69e2537 --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/aliases.py @@ -0,0 +1,401 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/2016noHIPM_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2016noHIPM_v9 +configurations = os.path.dirname(configurations) # SS +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Fake_from_ntuple')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight80x' + +aliases['LepWPCut'] = { + 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + 'samples': mc + ['DATA'] +} + + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, + 'samples': mc +} + + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# # LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80 +# eleWP_fake = 'mvaFall17V2Iso_WP90' +# muWP_fake = 'cut_Tight_HWWW_tthmva_80' + +# # Fake leptons transfer factor +# aliases['fakeW'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake, +# 'samples': ['Fake'] +# } + +# # And variations - already divided by central values in formulas ! +# aliases['fakeWEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_EleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_EleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_MuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_MuDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statEleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statEleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statMuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statMuDown', +# 'samples': ['Fake'] +# } + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# # Charge-flip efficiencies and uncertainties +# aliases['ttHMVA_eff_flip_2l'] = { +# 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], +# 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], +# 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', +# 'samples': ['DY','ChargeFlip'], +# } + +# aliases['ttHMVA_eff_err_flip_2l'] = { +# 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], +# 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], +# 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', +# 'samples': ['DY','ChargeFlip'], +# } + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +########################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL16postVFP +########################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1918' +bWP_medium_deepB = '0.5847' +bWP_tight_deepB = '0.8767' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0480' +bWP_medium_deepFlavB = '0.2489' +bWP_tight_deepFlavB = '0.6377' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch2l matches to *any* gen lepton) +aliases['PromptGenLepMatch2l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', + 'samples': mc +} + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'samples': mc, +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', + 'samples': mc +} + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016noHIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016noHIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/SS/2016noHIPM/configuration.py b/ControlRegions/SS/2016noHIPM/configuration.py new file mode 100644 index 00000000..8e63091c --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for two-leptons same-sign and three-leptons using the UL 2016noHIPM dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/2016noHIPM_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # SS +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = 'SS_2016noHIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) +# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 +lumi = 16.81 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/SS/2016noHIPM/cuts.py b/ControlRegions/SS/2016noHIPM/cuts.py new file mode 100644 index 00000000..5b25d208 --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/cuts.py @@ -0,0 +1,139 @@ +cuts = {} + +# cuts +preselections = 'mll>12 \ + && Lepton_pt[0]>25 \ + && Lepton_pt[1]>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && bVeto \ +' + + +########################################################################### +# B-veto: pre-selection compared to the WH charge-asymmetry signal region # +########################################################################### + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 1jet + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 0jet + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 3 leptons: only 0 jet bin +cuts['hww2l2v_13TeV_WH_3l'] = { + 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', + 'categories' : { + 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + } +} + +# mlljj20_whss: +# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) +# jets are considered with pT > 20 GeV + +# Definitions of WH3l variables: +# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/ControlRegions/SS/2016noHIPM/nuisances.py b/ControlRegions/SS/2016noHIPM/nuisances.py new file mode 100644 index 00000000..c08e6781 --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/nuisances.py @@ -0,0 +1,961 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2016', + 'type' : 'lnN', + 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + +# Normalization per final state +jet_bins = ['0j','1j','2j'] +channels = ['ee', 'em', 'mm'] +charges = ['plus', 'minus'] + +eta_regimes = ['barrel', 'endcap'] +pt_regimes = ['high', 'medium'] + +fake_syst_dict = { + 'endcap_medium_pt': ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)'], + 'barrel_medium_pt': ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)'], + 'endcap_high_pt' : ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)'], + 'barrel_high_pt' : ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)'], +} + +for jet_bin in jet_bins: + for channel in channels: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}_2016', + 'samples' : { + f'Fake_{channel}' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_SS_{channel}_{jet_bin}_SS_CR_{charge}_pt2ge20', + ], + } + + # for eta_regime in eta_regimes: + # for pt_regime in pt_regimes: + # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}'] = { + # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}_2016', + # 'samples' : { + # f'Fake_{channel}' : f'{eta_regime}_{pt_regime}_pt', + # }, + # 'type' : 'shape', + # 'cuts' : [cut for cut in cuts if (f'_{channel}_' in cut)], + # } + + +flavors = ['sssf', 'ossf'] + +for flavor in flavors: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{flavor}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{flavor}_{charge}_2016', + 'samples' : { + 'Fake' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_3l_{flavor}_{charge}_pt2ge20', + ], + } + + # for eta_regime in eta_regimes: + # for pt_regime in pt_regimes: + # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}'] = { + # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}_2016', + # 'samples' : { + # f'Fake' : f'{eta_regime}_{pt_regime}_pt', + # }, + # 'type' : 'shape', + # 'cuts' : [cut for cut in cuts if (f'_{flavor}_' in cut)], + # } + + +# ###### B-tagger + +# for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: +# btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] + +# name = 'CMS_btag_%s' % shift +# if 'stats' in shift: +# name += '_2017' + +# nuisances['btag_shape_%s' % shift] = { +# 'name' : name, +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, btag_syst) for skey in mc), +# } + +# ##### Trigger Scale Factors + +# trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + +# nuisances['trigg'] = { +# 'name' : 'CMS_eff_hwwtrigger_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, trig_syst) for skey in mc) +# } + +# ##### Electron Efficiency and energy scale + +# nuisances['eff_e'] = { +# 'name' : 'CMS_eff_e_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_e'] = { +# 'name' : 'CMS_eff_ttHMVA_e_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +# } + +# nuisances['electronpt'] = { +# 'name' : 'CMS_scale_e_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'ElepTup', +# 'mapDown' : 'ElepTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('ElepTup_suffix'), +# 'folderDown' : makeMCDirectory('ElepTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Muon Efficiency and energy scale + +# nuisances['eff_m'] = { +# 'name' : 'CMS_eff_m_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_m'] = { +# 'name' : 'CMS_eff_ttHMVA_m_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +# } + +# nuisances['muonpt'] = { +# 'name' : 'CMS_scale_m_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'MupTup', +# 'mapDown' : 'MupTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('MupTup_suffix'), +# 'folderDown' : makeMCDirectory('MupTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Jet energy scale +# jes_systs = ['JESAbsolute','JESAbsolute_2017','JESBBEC1','JESBBEC1_2017','JESEC2','JESEC2_2017','JESFlavorQCD','JESHF','JESHF_2017','JESRelativeBal','JESRelativeSample_2017'] + +# for js in jes_systs: + +# nuisances[js] = { +# 'name' : 'CMS_scale_' + js.replace("JES","j_"), +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : js + 'up', +# 'mapDown' : js + 'do', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), +# 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), +# 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], +# 'AsLnN' : '0' +# } + +# ##### Jet energy resolution +# nuisances['JER'] = { +# 'name' : 'CMS_res_j_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'JERup', +# 'mapDown' : 'JERdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('JERup_suffix'), +# 'folderDown': makeMCDirectory('JERdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### MET unclustered energy + +# # metUp.PuppiMET_pt_METup +# nuisances['met'] = { +# 'name' : 'CMS_scale_met_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'METup', +# 'mapDown' : 'METdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('METup_suffix'), +# 'folderDown': makeMCDirectory('METdo_suffix'), +# 'AsLnN' : '0' +# } + + +# ##### Pileup + +# # puWeight_UL2017 +# nuisances['PU'] = { +# 'name' : 'CMS_pileup_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], +# 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], +# 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], +# 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], +# 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], +# 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], +# 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], +# 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], +# 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], +# 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], +# }, +# 'AsLnN' : '0', +# } + +# ### PU ID SF uncertainty + +# # puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] +# puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +# nuisances['jetPUID'] = { +# 'name' : 'CMS_eff_j_PUJET_id_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, puid_syst) for skey in mc) +# } + +# ### PS and UE + +# nuisances['PS_ISR'] = { +# 'name' : 'PS_WH_hww_ISR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['PS_FSR'] = { +# 'name' : 'PS_WH_hww_FSR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['UE_CP5'] = { +# 'name' : 'CMS_WH_hww_UE', +# 'skipCMS' : 1, +# 'type' : 'lnN', +# 'samples' : dict((skey, '1.015') for skey in mc), +# } + +# # Charge flip efficiency +# nuisances['chargeFlipEff'] = { +# 'name' : 'CMS_whss_chargeFlipEff_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# # Charge flip: uncertainty on opposite sign processes not affected by charge-flip +# nuisances['chargeFlip_syst'] = { +# 'name' : 'CMS_ChargeFlip_syst', +# 'type' : 'lnN', +# 'samples' : { +# 'ChargeFlip' : '1.10', +# }, +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# ## Top pT reweighting uncertainty + +# nuisances['TopPtRew'] = { +# 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'top': ["1.", "1./Top_pTrw"] +# }, +# 'symmetrize' : True +# } + +# nuisances['VgStar'] = { +# 'name' : 'CMS_hww_VgStarScale', +# 'type' : 'lnN', +# 'samples' : { +# 'VgS' : '1.25' +# } +# } + +# nuisances['Vg'] = { +# 'name' : 'CMS_hww_VgScale', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.25' +# } +# } + +# ###### pdf uncertainties + +# valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') +# valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') +# valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_gg'] = { +# 'name' : 'pdf_Higgs_gg', +# 'samples' : { +# 'ggH_hww' : valuesggh, +# 'ggH_htt' : valuesggh, +# 'ggZH_hww' : valuesggzh, +# 'bbH_hww' : valuesbbh, +# }, +# 'type' : 'lnN', +# } + +# # For ttH, we need to use 1./values +# values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) + +# nuisances['pdf_Higgs_ttH'] = { +# 'name' : 'pdf_Higgs_ttH', +# 'samples' : { +# 'ttH_hww': values, +# }, +# 'type' : 'lnN', +# } + +# valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_qqbar'] = { +# 'name' : 'pdf_Higgs_qqbar', +# 'type' : 'lnN', +# 'samples': { +# 'qqH_hww' : valuesqqh, +# 'qqH_htt' : valuesqqh, +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus': valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus': valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh +# }, +# } + +# nuisances['pdf_qqbar'] = { +# 'name' : 'pdf_qqbar', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.04', +# 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# # 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# 'VgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# }, +# } + +# nuisances['pdf_gg'] = { +# 'name': 'pdf_WH_hww_gg', +# 'type': 'lnN', +# 'samples': { +# 'ggWW' : '1.05', +# }, +# } + +# nuisances['pdf_Higgs_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', +# 'samples' : { +# 'ggH_hww' : '1.006', +# 'ggH_htt' : '1.006', +# 'ggZH_hww' : '1.006', +# 'bbH_hww' : '1.006' +# }, +# 'type' : 'lnN', +# } +# nuisances['pdf_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_gg_ACCEPT', +# 'samples' : { +# 'ggWW' : '1.006', +# }, +# 'type' : 'lnN', +# } + +# nuisances['pdf_Higgs_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.002', +# 'qqH_htt' : '1.002', +# 'WH_hww_plus' : '1.003', +# 'WH_hww_minus': '1.003', +# 'WH_htt_plus' : '1.003', +# 'WH_htt_minus': '1.003', +# 'ZH_hww' : '1.002', +# 'ZH_htt' : '1.002', +# }, +# } + +# nuisances['pdf_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'ZZ' : '1.001', +# # 'WZ' : '1.001', +# }, +# } + +# ##### Renormalization & factorization scales + +# ## Shape nuisance due to QCD scale variations for DY +# ## LHE scale variation weights (w_var / w_nominal) + +# ## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) +# variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] + +# # nuisances['QCDscale_V'] = { +# # 'name' : 'QCDscale_V', +# # 'skipCMS' : 1, +# # 'kind' : 'weight_envelope', +# # 'type' : 'shape', +# # 'samples' : { +# # 'DY' : variations +# # }, +# # 'AsLnN' : '0' +# # } + +# nuisances['QCDscale_VV'] = { +# 'name' : 'QCDscale_VV', +# 'kind' : 'weight_envelope', +# 'type' : 'shape', +# 'samples' : { +# 'WW' : variations, +# 'Vg' : variations, +# 'ZZ' : variations, +# 'WZ' : variations, +# 'VgS' : variations, +# } +# } + +# nuisances['QCDscale_ggVV'] = { +# 'name' : 'QCDscale_ggVV', +# 'type' : 'lnN', +# 'samples' : { +# 'ggWW' : '1.15', +# }, +# } + +# #### QCD scale uncertainties for Higgs signals other than ggH + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') + +# nuisances['QCDscale_qqH'] = { +# 'name' : 'QCDscale_qqH', +# 'samples' : { +# 'qqH_hww' : values, +# 'qqH_htt' : values, +# }, +# 'type' : 'lnN' +# } + +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') + +# nuisances['QCDscale_VH'] = { +# 'name' : 'QCDscale_VH', +# 'samples' : { +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus' : valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus' : valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') + +# nuisances['QCDscale_ggZH'] = { +# 'name' : 'QCDscale_ggZH', +# 'samples' : { +# 'ggZH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') + +# nuisances['QCDscale_ttH'] = { +# 'name' : 'QCDscale_ttH', +# 'samples' : { +# 'ttH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# nuisances['QCDscale_WWewk'] = { +# 'name' : 'QCDscale_WWewk', +# 'samples' : { +# 'WWewk' : '1.11', +# }, +# 'type' : 'lnN' +# } + +# nuisances['QCDscale_qqbar_ACCEPT'] = { +# 'name' : 'QCDscale_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.003', +# 'qqH_htt' : '1.003', +# 'WH_hww_plus' : '1.010', +# 'WH_hww_minus' : '1.010', +# 'WH_htt_plus' : '1.010', +# 'WH_htt_minus' : '1.010', +# 'ZH_hww' : '1.015', +# 'ZH_htt' : '1.015', +# } +# } + +# # FIXME: these come from HIG-16-042, maybe should be recomputed? +# nuisances['QCDscale_gg_ACCEPT'] = { +# 'name' : 'QCDscale_gg_ACCEPT', +# 'samples' : { +# 'ggH_htt' : '1.012', +# 'ggH_hww' : '1.012', +# 'ggZH_hww' : '1.012', +# 'ggWW' : '1.012', +# }, +# 'type' : 'lnN', +# } + +# # WZ normalization from control region +# nuisances['WZ2jnorm'] = { +# 'name' : 'CMS_hww_WZ3l2jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '2j' in cut], +# } + +# nuisances['WZ1jnorm'] = { +# 'name' : 'CMS_hww_WZ3l1jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '1j' in cut], +# } + +# # WZ migration from W+Z to W-Z +# nuisances['WZ2j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ2jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['WZ1j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ1jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# # Nonprompt leptons normalization per category +# nuisances['CMS_WH_hww_fake_syst_2jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2lt20', +# ], +# } + + +# nuisances['CMS_WH_hww_fake_syst_2jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2lt20', +# ], +# } + +# End of Nonprompt leptons normalization per category + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/SS/2016noHIPM/plot.py b/ControlRegions/SS/2016noHIPM/plot.py new file mode 100644 index 00000000..c506db8e --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/plot.py @@ -0,0 +1,336 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW', 'ggWW', 'WWewk'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake_mm','Fake_em','Fake_ee'] +} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + 'color' : 810, # kOrange + 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 412, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'nameHR' : 'WW', + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WWewk'] = { + 'nameHR' : 'WWewk', + 'color' : 850, # kAzure -10 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['ggWW'] = { + 'nameHR' : 'ggWW', + 'color' : 850, # kAzure -10 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +# plot['Fake'] = { +# 'color' : 921, # kGray + 1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 16.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/SS/2016noHIPM/repeat.sh b/ControlRegions/SS/2016noHIPM/repeat.sh new file mode 100644 index 00000000..e9fb916a --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/SS_2016noHIPM_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/SS_2016noHIPM_v9/rootFile/mkShapes__SS_2016noHIPM_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/SS_2016noHIPM_v9/rootFile/mkShapes__SS_2016noHIPM_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/SS/2016noHIPM/samples.py b/ControlRegions/SS/2016noHIPM/samples.py new file mode 100644 index 00000000..893e56cd --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/samples.py @@ -0,0 +1,395 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_noHIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['F','Run2016F-UL2016-v1'], + ['G','Run2016G_UL2016-v1'], + ['H','Run2016H_UL2016-v1'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' + +########################################### +############# BACKGROUNDS ############### +########################################### + +###### DY ####### +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ + nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +samples['DY'] = { + 'name': files, + 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'FilesPerJob': 8, +} + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeight + '*nllW*ewknloW', + 'FilesPerJob': 4 +} + +samples['WWewk'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), + 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, + 'FilesPerJob': 8 +} + +files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') + +samples['ggWW'] = { + 'name': files, + 'weight': mcCommonWeight + '*1.53/1.4', + 'FilesPerJob': 8 +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeight + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 2, +} + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} + +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_htt_minus') + + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleMuon' in pd and 'Run2016G' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + +samples['Fake']['subsamples'] = { + 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', + 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', + 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' +} + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleMuon' in pd and 'Run2016G' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/SS/2016noHIPM/structure.py b/ControlRegions/SS/2016noHIPM/structure.py new file mode 100644 index 00000000..6f1d9617 --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/structure.py @@ -0,0 +1,156 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Wg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Zg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/ControlRegions/SS/2016noHIPM/variables.py b/ControlRegions/SS/2016noHIPM/variables.py new file mode 100644 index 00000000..d84d13d5 --- /dev/null +++ b/ControlRegions/SS/2016noHIPM/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From 275d359e3d4fbc68bcbbfed4c494987191447b21 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 08:46:36 +0200 Subject: [PATCH 10/44] same-sign CR 2016HIPM --- ControlRegions/SS/2016HIPM/README.md | 117 +++ ControlRegions/SS/2016HIPM/aliases.py | 402 ++++++++ ControlRegions/SS/2016HIPM/configuration.py | 105 +++ ControlRegions/SS/2016HIPM/cuts.py | 139 +++ ControlRegions/SS/2016HIPM/nuisances.py | 961 ++++++++++++++++++++ ControlRegions/SS/2016HIPM/plot.py | 336 +++++++ ControlRegions/SS/2016HIPM/repeat.sh | 38 + ControlRegions/SS/2016HIPM/samples.py | 398 ++++++++ ControlRegions/SS/2016HIPM/structure.py | 156 ++++ ControlRegions/SS/2016HIPM/variables.py | 285 ++++++ 10 files changed, 2937 insertions(+) create mode 100644 ControlRegions/SS/2016HIPM/README.md create mode 100644 ControlRegions/SS/2016HIPM/aliases.py create mode 100644 ControlRegions/SS/2016HIPM/configuration.py create mode 100644 ControlRegions/SS/2016HIPM/cuts.py create mode 100644 ControlRegions/SS/2016HIPM/nuisances.py create mode 100644 ControlRegions/SS/2016HIPM/plot.py create mode 100644 ControlRegions/SS/2016HIPM/repeat.sh create mode 100644 ControlRegions/SS/2016HIPM/samples.py create mode 100644 ControlRegions/SS/2016HIPM/structure.py create mode 100644 ControlRegions/SS/2016HIPM/variables.py diff --git a/ControlRegions/SS/2016HIPM/README.md b/ControlRegions/SS/2016HIPM/README.md new file mode 100644 index 00000000..67f2cc5c --- /dev/null +++ b/ControlRegions/SS/2016HIPM/README.md @@ -0,0 +1,117 @@ +# Same-sign control region + +This configuration allows to produce control plots for the two-leptons same-sign and the three-leptons control regions. They are used to check the description of the non-prompt leptons. + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/SS/2016HIPM/aliases.py b/ControlRegions/SS/2016HIPM/aliases.py new file mode 100644 index 00000000..0092e9ac --- /dev/null +++ b/ControlRegions/SS/2016HIPM/aliases.py @@ -0,0 +1,402 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/2016HIPM_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2016HIPM_v9 +configurations = os.path.dirname(configurations) # SS +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Fake_from_ntuple')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x_tthmva_80 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight80x' + +aliases['LepWPCut'] = { + 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + 'samples': mc + ['DATA'] +} + + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, + 'samples': mc +} + + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# # LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80 +# eleWP_fake = 'mvaFall17V2Iso_WP90' +# muWP_fake = 'cut_Tight_HWWW_tthmva_80' + +# # Fake leptons transfer factor +# aliases['fakeW'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake, +# 'samples': ['Fake'] +# } + +# # And variations - already divided by central values in formulas ! +# aliases['fakeWEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_EleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_EleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_MuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_MuDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statEleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statEleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statMuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP_fake+'_mu_'+muWP_fake+'_statMuDown', +# 'samples': ['Fake'] +# } + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# # Charge-flip efficiencies and uncertainties +# aliases['ttHMVA_eff_flip_2l'] = { +# 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], +# 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], +# 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', +# 'samples': ['DY','ChargeFlip'], +# } + +# aliases['ttHMVA_eff_err_flip_2l'] = { +# 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], +# 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], +# 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', +# 'samples': ['DY','ChargeFlip'], +# } + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + + +########################################################################################## +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL16preVFP +########################################################################################## + +# DeepB = DeepCSV +bWP_loose_deepB = '0.2027' +bWP_medium_deepB = '0.6001' +bWP_tight_deepB = '0.8819' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0508' +bWP_medium_deepFlavB = '0.2598' +bWP_tight_deepFlavB = '0.6502' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch2l matches to *any* gen lepton) +aliases['PromptGenLepMatch2l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', + 'samples': mc +} + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'samples': mc, +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', + 'samples': mc +} + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016HIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016HIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/SS/2016HIPM/configuration.py b/ControlRegions/SS/2016HIPM/configuration.py new file mode 100644 index 00000000..17acf538 --- /dev/null +++ b/ControlRegions/SS/2016HIPM/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for two-leptons same-sign and three-leptons using the UL 2016HIPM dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/2016HIPM_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # SS +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = 'SS_2016HIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L27 (#95 #165) +# 16.802739097 + 1.063261220 + 1.655228036 = 19.521228353 +lumi = 19.52 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/SS/2016HIPM/cuts.py b/ControlRegions/SS/2016HIPM/cuts.py new file mode 100644 index 00000000..5b25d208 --- /dev/null +++ b/ControlRegions/SS/2016HIPM/cuts.py @@ -0,0 +1,139 @@ +cuts = {} + +# cuts +preselections = 'mll>12 \ + && Lepton_pt[0]>25 \ + && Lepton_pt[1]>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && bVeto \ +' + + +########################################################################### +# B-veto: pre-selection compared to the WH charge-asymmetry signal region # +########################################################################### + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 1jet + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 0jet + +# mu-mu +cuts['hww2l2v_13TeV_WH_SS_mm_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20', + } +} + +# mu-e +cuts['hww2l2v_13TeV_WH_SS_em_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)<30', + 'categories' : { + 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20', + } +} + +# e-e +cuts['hww2l2v_13TeV_WH_SS_ee_0j'] = { + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)<30 && abs(mll-91.2)>15', + 'categories' : { + 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', + 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', + # 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + } +} + + +## SR 3 leptons: only 0 jet bin +cuts['hww2l2v_13TeV_WH_3l'] = { + 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', + 'categories' : { + 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', + } +} + +# mlljj20_whss: +# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) +# jets are considered with pT > 20 GeV + +# Definitions of WH3l variables: +# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/ControlRegions/SS/2016HIPM/nuisances.py b/ControlRegions/SS/2016HIPM/nuisances.py new file mode 100644 index 00000000..3304e5e4 --- /dev/null +++ b/ControlRegions/SS/2016HIPM/nuisances.py @@ -0,0 +1,961 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2016', + 'type' : 'lnN', + 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + +# Normalization per final state +jet_bins = ['0j','1j','2j'] +channels = ['ee', 'em', 'mm'] +charges = ['plus', 'minus'] + +eta_regimes = ['barrel', 'endcap'] +pt_regimes = ['high', 'medium'] + +fake_syst_dict = { + 'endcap_medium_pt': ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)'], + 'barrel_medium_pt': ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)'], + 'endcap_high_pt' : ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)'], + 'barrel_high_pt' : ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)', + '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)'], +} + +for jet_bin in jet_bins: + for channel in channels: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}_2016', + 'samples' : { + f'Fake_{channel}' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_SS_{channel}_{jet_bin}_SS_CR_{charge}_pt2ge20', + ], + } + + # for eta_regime in eta_regimes: + # for pt_regime in pt_regimes: + # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}'] = { + # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}_2016', + # 'samples' : { + # f'Fake_{channel}' : f'{eta_regime}_{pt_regime}_pt', + # }, + # 'type' : 'shape', + # 'cuts' : [cut for cut in cuts if (f'_{channel}_' in cut)], + # } + + +flavors = ['sssf', 'ossf'] + +for flavor in flavors: + for charge in charges: + + nuisances[f'CMS_WH_hww_fake_syst_{flavor}_{charge}'] = { + 'name' : f'CMS_WH_hww_fake_syst_{flavor}_{charge}_2016', + 'samples' : { + 'Fake' : '1.30', + }, + 'type' : 'lnN', + 'cuts' : [ + f'hww2l2v_13TeV_WH_3l_{flavor}_{charge}_pt2ge20', + ], + } + + # for eta_regime in eta_regimes: + # for pt_regime in pt_regimes: + # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}'] = { + # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}_2016', + # 'samples' : { + # f'Fake' : f'{eta_regime}_{pt_regime}_pt', + # }, + # 'type' : 'shape', + # 'cuts' : [cut for cut in cuts if (f'_{flavor}_' in cut)], + # } + + +# ###### B-tagger + +# for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: +# btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] + +# name = 'CMS_btag_%s' % shift +# if 'stats' in shift: +# name += '_2017' + +# nuisances['btag_shape_%s' % shift] = { +# 'name' : name, +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, btag_syst) for skey in mc), +# } + +# ##### Trigger Scale Factors + +# trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + +# nuisances['trigg'] = { +# 'name' : 'CMS_eff_hwwtrigger_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, trig_syst) for skey in mc) +# } + +# ##### Electron Efficiency and energy scale + +# nuisances['eff_e'] = { +# 'name' : 'CMS_eff_e_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_e'] = { +# 'name' : 'CMS_eff_ttHMVA_e_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +# } + +# nuisances['electronpt'] = { +# 'name' : 'CMS_scale_e_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'ElepTup', +# 'mapDown' : 'ElepTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('ElepTup_suffix'), +# 'folderDown' : makeMCDirectory('ElepTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Muon Efficiency and energy scale + +# nuisances['eff_m'] = { +# 'name' : 'CMS_eff_m_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_m'] = { +# 'name' : 'CMS_eff_ttHMVA_m_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +# } + +# nuisances['muonpt'] = { +# 'name' : 'CMS_scale_m_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'MupTup', +# 'mapDown' : 'MupTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('MupTup_suffix'), +# 'folderDown' : makeMCDirectory('MupTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Jet energy scale +# jes_systs = ['JESAbsolute','JESAbsolute_2017','JESBBEC1','JESBBEC1_2017','JESEC2','JESEC2_2017','JESFlavorQCD','JESHF','JESHF_2017','JESRelativeBal','JESRelativeSample_2017'] + +# for js in jes_systs: + +# nuisances[js] = { +# 'name' : 'CMS_scale_' + js.replace("JES","j_"), +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : js + 'up', +# 'mapDown' : js + 'do', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), +# 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), +# 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], +# 'AsLnN' : '0' +# } + +# ##### Jet energy resolution +# nuisances['JER'] = { +# 'name' : 'CMS_res_j_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'JERup', +# 'mapDown' : 'JERdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('JERup_suffix'), +# 'folderDown': makeMCDirectory('JERdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### MET unclustered energy + +# # metUp.PuppiMET_pt_METup +# nuisances['met'] = { +# 'name' : 'CMS_scale_met_2017', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'METup', +# 'mapDown' : 'METdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('METup_suffix'), +# 'folderDown': makeMCDirectory('METdo_suffix'), +# 'AsLnN' : '0' +# } + + +# ##### Pileup + +# # puWeight_UL2017 +# nuisances['PU'] = { +# 'name' : 'CMS_pileup_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], +# 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], +# 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], +# 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], +# 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], +# 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], +# 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], +# 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], +# 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], +# 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], +# }, +# 'AsLnN' : '0', +# } + +# ### PU ID SF uncertainty + +# # puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] +# puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +# nuisances['jetPUID'] = { +# 'name' : 'CMS_eff_j_PUJET_id_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, puid_syst) for skey in mc) +# } + +# ### PS and UE + +# nuisances['PS_ISR'] = { +# 'name' : 'PS_WH_hww_ISR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['PS_FSR'] = { +# 'name' : 'PS_WH_hww_FSR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['UE_CP5'] = { +# 'name' : 'CMS_WH_hww_UE', +# 'skipCMS' : 1, +# 'type' : 'lnN', +# 'samples' : dict((skey, '1.015') for skey in mc), +# } + +# # Charge flip efficiency +# nuisances['chargeFlipEff'] = { +# 'name' : 'CMS_whss_chargeFlipEff_2017', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# # Charge flip: uncertainty on opposite sign processes not affected by charge-flip +# nuisances['chargeFlip_syst'] = { +# 'name' : 'CMS_ChargeFlip_syst', +# 'type' : 'lnN', +# 'samples' : { +# 'ChargeFlip' : '1.10', +# }, +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# ## Top pT reweighting uncertainty + +# nuisances['TopPtRew'] = { +# 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'top': ["1.", "1./Top_pTrw"] +# }, +# 'symmetrize' : True +# } + +# nuisances['VgStar'] = { +# 'name' : 'CMS_hww_VgStarScale', +# 'type' : 'lnN', +# 'samples' : { +# 'VgS' : '1.25' +# } +# } + +# nuisances['Vg'] = { +# 'name' : 'CMS_hww_VgScale', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.25' +# } +# } + +# ###### pdf uncertainties + +# valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') +# valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') +# valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_gg'] = { +# 'name' : 'pdf_Higgs_gg', +# 'samples' : { +# 'ggH_hww' : valuesggh, +# 'ggH_htt' : valuesggh, +# 'ggZH_hww' : valuesggzh, +# 'bbH_hww' : valuesbbh, +# }, +# 'type' : 'lnN', +# } + +# # For ttH, we need to use 1./values +# values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) + +# nuisances['pdf_Higgs_ttH'] = { +# 'name' : 'pdf_Higgs_ttH', +# 'samples' : { +# 'ttH_hww': values, +# }, +# 'type' : 'lnN', +# } + +# valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_qqbar'] = { +# 'name' : 'pdf_Higgs_qqbar', +# 'type' : 'lnN', +# 'samples': { +# 'qqH_hww' : valuesqqh, +# 'qqH_htt' : valuesqqh, +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus': valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus': valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh +# }, +# } + +# nuisances['pdf_qqbar'] = { +# 'name' : 'pdf_qqbar', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.04', +# 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# # 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# 'VgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# }, +# } + +# nuisances['pdf_gg'] = { +# 'name': 'pdf_WH_hww_gg', +# 'type': 'lnN', +# 'samples': { +# 'ggWW' : '1.05', +# }, +# } + +# nuisances['pdf_Higgs_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', +# 'samples' : { +# 'ggH_hww' : '1.006', +# 'ggH_htt' : '1.006', +# 'ggZH_hww' : '1.006', +# 'bbH_hww' : '1.006' +# }, +# 'type' : 'lnN', +# } +# nuisances['pdf_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_gg_ACCEPT', +# 'samples' : { +# 'ggWW' : '1.006', +# }, +# 'type' : 'lnN', +# } + +# nuisances['pdf_Higgs_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.002', +# 'qqH_htt' : '1.002', +# 'WH_hww_plus' : '1.003', +# 'WH_hww_minus': '1.003', +# 'WH_htt_plus' : '1.003', +# 'WH_htt_minus': '1.003', +# 'ZH_hww' : '1.002', +# 'ZH_htt' : '1.002', +# }, +# } + +# nuisances['pdf_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'ZZ' : '1.001', +# # 'WZ' : '1.001', +# }, +# } + +# ##### Renormalization & factorization scales + +# ## Shape nuisance due to QCD scale variations for DY +# ## LHE scale variation weights (w_var / w_nominal) + +# ## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) +# variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] + +# # nuisances['QCDscale_V'] = { +# # 'name' : 'QCDscale_V', +# # 'skipCMS' : 1, +# # 'kind' : 'weight_envelope', +# # 'type' : 'shape', +# # 'samples' : { +# # 'DY' : variations +# # }, +# # 'AsLnN' : '0' +# # } + +# nuisances['QCDscale_VV'] = { +# 'name' : 'QCDscale_VV', +# 'kind' : 'weight_envelope', +# 'type' : 'shape', +# 'samples' : { +# 'WW' : variations, +# 'Vg' : variations, +# 'ZZ' : variations, +# 'WZ' : variations, +# 'VgS' : variations, +# } +# } + +# nuisances['QCDscale_ggVV'] = { +# 'name' : 'QCDscale_ggVV', +# 'type' : 'lnN', +# 'samples' : { +# 'ggWW' : '1.15', +# }, +# } + +# #### QCD scale uncertainties for Higgs signals other than ggH + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') + +# nuisances['QCDscale_qqH'] = { +# 'name' : 'QCDscale_qqH', +# 'samples' : { +# 'qqH_hww' : values, +# 'qqH_htt' : values, +# }, +# 'type' : 'lnN' +# } + +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') + +# nuisances['QCDscale_VH'] = { +# 'name' : 'QCDscale_VH', +# 'samples' : { +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus' : valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus' : valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') + +# nuisances['QCDscale_ggZH'] = { +# 'name' : 'QCDscale_ggZH', +# 'samples' : { +# 'ggZH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') + +# nuisances['QCDscale_ttH'] = { +# 'name' : 'QCDscale_ttH', +# 'samples' : { +# 'ttH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# nuisances['QCDscale_WWewk'] = { +# 'name' : 'QCDscale_WWewk', +# 'samples' : { +# 'WWewk' : '1.11', +# }, +# 'type' : 'lnN' +# } + +# nuisances['QCDscale_qqbar_ACCEPT'] = { +# 'name' : 'QCDscale_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.003', +# 'qqH_htt' : '1.003', +# 'WH_hww_plus' : '1.010', +# 'WH_hww_minus' : '1.010', +# 'WH_htt_plus' : '1.010', +# 'WH_htt_minus' : '1.010', +# 'ZH_hww' : '1.015', +# 'ZH_htt' : '1.015', +# } +# } + +# # FIXME: these come from HIG-16-042, maybe should be recomputed? +# nuisances['QCDscale_gg_ACCEPT'] = { +# 'name' : 'QCDscale_gg_ACCEPT', +# 'samples' : { +# 'ggH_htt' : '1.012', +# 'ggH_hww' : '1.012', +# 'ggZH_hww' : '1.012', +# 'ggWW' : '1.012', +# }, +# 'type' : 'lnN', +# } + +# # WZ normalization from control region +# nuisances['WZ2jnorm'] = { +# 'name' : 'CMS_hww_WZ3l2jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '2j' in cut], +# } + +# nuisances['WZ1jnorm'] = { +# 'name' : 'CMS_hww_WZ3l1jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '1j' in cut], +# } + +# # WZ migration from W+Z to W-Z +# nuisances['WZ2j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ2jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['WZ1j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ1jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# # Nonprompt leptons normalization per category +# nuisances['CMS_WH_hww_fake_syst_2jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2lt20', +# ], +# } + + +# nuisances['CMS_WH_hww_fake_syst_2jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_lowpt_2017', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_lowpt_2017', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_lowpt_2017', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2lt20', +# ], +# } + +# End of Nonprompt leptons normalization per category + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/SS/2016HIPM/plot.py b/ControlRegions/SS/2016HIPM/plot.py new file mode 100644 index 00000000..27404c7b --- /dev/null +++ b/ControlRegions/SS/2016HIPM/plot.py @@ -0,0 +1,336 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW', 'ggWW', 'WWewk'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake_mm','Fake_em','Fake_ee'] +} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + 'color' : 810, # kOrange + 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 412, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'nameHR' : 'WW', + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WWewk'] = { + 'nameHR' : 'WWewk', + 'color' : 850, # kAzure -10 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['ggWW'] = { + 'nameHR' : 'ggWW', + 'color' : 850, # kAzure -10 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +# plot['Fake'] = { +# 'color' : 921, # kGray + 1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 19.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/SS/2016HIPM/repeat.sh b/ControlRegions/SS/2016HIPM/repeat.sh new file mode 100644 index 00000000..aea87e6f --- /dev/null +++ b/ControlRegions/SS/2016HIPM/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/SS_2016HIPM_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/SS_2016HIPM_v9/rootFile/mkShapes__SS_2016HIPM_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/SS_2016HIPM_v9/rootFile/mkShapes__SS_2016HIPM_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/SS/2016HIPM/samples.py b/ControlRegions/SS/2016HIPM/samples.py new file mode 100644 index 00000000..d85551ed --- /dev/null +++ b/ControlRegions/SS/2016HIPM/samples.py @@ -0,0 +1,398 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_HIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['B','Run2016B-ver1_HIPM_UL2016-v2'], + ['B','Run2016B-ver2_HIPM_UL2016-v2'], + ['C','Run2016C-HIPM_UL2016-v2'], + ['D','Run2016D-HIPM_UL2016-v2'], + ['E','Run2016E-HIPM_UL2016-v2'], + ['F','Run2016F-HIPM_UL2016-v2'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' + +########################################### +############# BACKGROUNDS ############### +########################################### + +###### DY ####### +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ + nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +samples['DY'] = { + 'name': files, + 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'FilesPerJob': 8, +} + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeight + '*nllW*ewknloW', + 'FilesPerJob': 4 +} + +samples['WWewk'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), + 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, + 'FilesPerJob': 8 +} + +files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ + nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') + +samples['ggWW'] = { + 'name': files, + 'weight': mcCommonWeight + '*1.53/1.4', + 'FilesPerJob': 8 +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeight + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 2, +} + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} + +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_htt_minus') + + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v2','v3') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + +samples['Fake']['subsamples'] = { + 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', + 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', + 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' +} + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v2','v3') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/SS/2016HIPM/structure.py b/ControlRegions/SS/2016HIPM/structure.py new file mode 100644 index 00000000..6f1d9617 --- /dev/null +++ b/ControlRegions/SS/2016HIPM/structure.py @@ -0,0 +1,156 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Wg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Zg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 1 # scaling signal to have sensitivity +} + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/ControlRegions/SS/2016HIPM/variables.py b/ControlRegions/SS/2016HIPM/variables.py new file mode 100644 index 00000000..d84d13d5 --- /dev/null +++ b/ControlRegions/SS/2016HIPM/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From fae1d70da30a8d87e8b2e1962fa378f816b08267 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 08:48:06 +0200 Subject: [PATCH 11/44] supporting macros for BDT evaluation --- .../SS/macros/BDT_WH3l_OSSF_v9_class.cc | 222 +++ .../SS/macros/BDT_WH3l_SSSF_v9_class.cc | 198 +++ .../BDT_WHSS_TopSemileptonic_v9_class.cc | 162 +++ .../SS/macros/fake_rate_reader_class.cc | 1200 +++++++++++++++++ 4 files changed, 1782 insertions(+) create mode 100644 ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc create mode 100644 ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc create mode 100644 ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc create mode 100644 ControlRegions/SS/macros/fake_rate_reader_class.cc diff --git a/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc b/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc new file mode 100644 index 00000000..dcca3ed5 --- /dev/null +++ b/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc @@ -0,0 +1,222 @@ +#ifndef BDT_WH3L_OSSF_v9 +#define BDT_WH3L_OSSF_v9 + +#include +#include "TVector2.h" +#include "TLorentzVector.h" +#include "Math/Vector4Dfwd.h" +#include "Math/GenVector/LorentzVector.h" +#include "Math/GenVector/PtEtaPhiM4D.h" +#include +#include +#include + +#include "Math/Point3D.h" +#include "Math/Vector3D.h" +#include "Math/Vector4D.h" +#include "Math/Rotation3D.h" +#include "Math/EulerAngles.h" +#include "Math/AxisAngle.h" +#include "Math/Quaternion.h" +#include "Math/RotationX.h" +#include "Math/RotationY.h" +#include "Math/RotationZ.h" +#include "Math/RotationZYX.h" +#include "Math/LorentzRotation.h" +#include "Math/Boost.h" +#include "Math/BoostX.h" +#include "Math/BoostY.h" +#include "Math/BoostZ.h" +#include "Math/Transform3D.h" +#include "Math/Plane3D.h" +#include "Math/VectorUtil.h" +#include "TMatrixD.h" +#include "TVectorD.h" +#include "TMath.h" + +#include "TFile.h" +#include "TTree.h" +#include "TString.h" +#include "TSystem.h" +#include "TROOT.h" +#include "TStopwatch.h" + +#include "TMVA/Tools.h" +#include "TMVA/Reader.h" +#include "TMVA/MethodCuts.h" + +#include "ROOT/RVec.hxx" + +using namespace ROOT; +using namespace ROOT::VecOps; + +class BDT_WH3l_OSSF_v9{ + +public: + + BDT_WH3l_OSSF_v9( TString BDT_name, TString xml_file_name ); + ~BDT_WH3l_OSSF_v9(); + + TString BDT_name_; + TString xml_file_name_; + + float WH3l_dphilllmet_; + float WH3l_mOSll_min_; + float WH3l_ptOSll_min_; + float WH3l_drOSll_min_; + float WH3l_ZVeto_; + float WH3l_mtlmet_1_; + float WH3l_mtlmet_2_; + float WH3l_dphilmet_0_; + float WH3l_dphilmet_1_; + float WH3l_dphilmet_2_; + float WH3l_ptWWW_; + float PuppiMET_pt_; + float Lepton_pt_0_; + float Lepton_pt_1_; + float Lepton_pt_2_; + + TMVA::Reader *reader = new TMVA::Reader(); + + double operator() ( float WH3l_dphilllmet, + RVecF WH3l_mOSll, + RVecF WH3l_ptOSll, + RVecF WH3l_drOSll, + float WH3l_ZVeto, + RVecF WH3l_mtlmet, + RVecF WH3l_dphilmet, + float WH3l_ptWWW, + float PuppiMET_pt, + RVecF Lepton_pt){ + + // Assign variables values + WH3l_dphilllmet_ = WH3l_dphilllmet; + WH3l_mOSll_min_ = std::min({WH3l_mOSll[0], WH3l_mOSll[1], WH3l_mOSll[2]}); + WH3l_ptOSll_min_ = std::min({WH3l_ptOSll[0], WH3l_ptOSll[1], WH3l_ptOSll[2]}); + WH3l_drOSll_min_ = std::min({WH3l_drOSll[0], WH3l_drOSll[1], WH3l_drOSll[2]}); + WH3l_ZVeto_ = WH3l_ZVeto; + WH3l_mtlmet_1_ = WH3l_mtlmet[1]; + WH3l_mtlmet_2_ = WH3l_mtlmet[2]; + WH3l_dphilmet_0_ = WH3l_dphilmet[0]; + WH3l_dphilmet_1_ = WH3l_dphilmet[1]; + WH3l_dphilmet_2_ = WH3l_dphilmet[2]; + WH3l_ptWWW_ = WH3l_ptWWW; + PuppiMET_pt_ = PuppiMET_pt; + Lepton_pt_0_ = Lepton_pt[0]; + Lepton_pt_1_ = Lepton_pt[1]; + Lepton_pt_2_ = Lepton_pt[2]; + + // Evaluate the classifier + double classifier = reader->EvaluateMVA(BDT_name_); + + return classifier; + } + +}; + +BDT_WH3l_OSSF_v9::BDT_WH3l_OSSF_v9( TString BDT_name, TString xml_file_name ){ + + std::cout << "BDT name: " << BDT_name << std::endl; + std::cout << "xml file name: " << xml_file_name << std::endl; + + BDT_name_ = BDT_name; + xml_file_name_ = xml_file_name; + + // Pass variables to the reader + reader->AddVariable("WH3l_dphilllmet", &WH3l_dphilllmet_); + reader->AddVariable("MinIf$(WH3l_mOSll[], WH3l_mOSll[Iteration$]>0)", &WH3l_mOSll_min_); + reader->AddVariable("MinIf$(WH3l_ptOSll[], WH3l_ptOSll[Iteration$]>0)", &WH3l_ptOSll_min_); + reader->AddVariable("MinIf$(WH3l_drOSll[], WH3l_drOSll[Iteration$]>0)", &WH3l_drOSll_min_); + reader->AddVariable("WH3l_ZVeto", &WH3l_ZVeto_); + reader->AddVariable("WH3l_mtlmet[1]", &WH3l_mtlmet_1_); + reader->AddVariable("WH3l_mtlmet[2]", &WH3l_mtlmet_2_); + reader->AddVariable("WH3l_dphilmet[0]", &WH3l_dphilmet_0_); + reader->AddVariable("WH3l_dphilmet[1]", &WH3l_dphilmet_1_); + reader->AddVariable("WH3l_dphilmet[2]", &WH3l_dphilmet_2_); + reader->AddVariable("WH3l_ptWWW", &WH3l_ptWWW_); + reader->AddVariable("PuppiMET_pt", &PuppiMET_pt_); + reader->AddVariable("Alt$(Lepton_pt[0],0)", &Lepton_pt_0_); + reader->AddVariable("Alt$(Lepton_pt[1],0)", &Lepton_pt_1_); + reader->AddVariable("Alt$(Lepton_pt[2],0)", &Lepton_pt_2_); + + reader->BookMVA(BDT_name, xml_file_name); +} + +BDT_WH3l_OSSF_v9::~BDT_WH3l_OSSF_v9(){ + + std::cout << "Deleting reader" << std::endl; + + reader->Delete(); +} + +#endif + + +// float BDT_WH3l_OSSF_v9( +// TString BDT_name, +// TString xml_file_name, +// float WH3l_dphilllmet, +// RVecF WH3l_mOSll, +// RVecF WH3l_ptOSll, +// RVecF WH3l_drOSll, +// float WH3l_ZVeto, +// RVecF WH3l_mtlmet, +// RVecF WH3l_dphilmet, +// float WH3l_ptWWW, +// float PuppiMET_pt, +// RVecF Lepton_pt +// ){ + + +// // Assign variables values +// float WH3l_dphilllmet_ = WH3l_dphilllmet; +// float WH3l_mOSll_min_ = std::min({WH3l_mOSll[0], WH3l_mOSll[1], WH3l_mOSll[2]}); +// float WH3l_ptOSll_min_ = std::min({WH3l_ptOSll[0], WH3l_ptOSll[1], WH3l_ptOSll[2]}); +// float WH3l_drOSll_min_ = std::min({WH3l_drOSll[0], WH3l_drOSll[1], WH3l_drOSll[2]}); +// float WH3l_ZVeto_ = WH3l_ZVeto; +// float WH3l_mtlmet_1_ = WH3l_mtlmet[1]; +// float WH3l_mtlmet_2_ = WH3l_mtlmet[2]; +// float WH3l_dphilmet_0_ = WH3l_dphilmet[0]; +// float WH3l_dphilmet_1_ = WH3l_dphilmet[1]; +// float WH3l_dphilmet_2_ = WH3l_dphilmet[2]; +// float WH3l_ptWWW_ = WH3l_ptWWW; +// float PuppiMET_pt_ = PuppiMET_pt; +// float Lepton_pt_0_ = Lepton_pt[0]; +// float Lepton_pt_1_ = Lepton_pt[1]; +// float Lepton_pt_2_ = Lepton_pt[2]; + +// // Create reader object +// TMVA::Reader *reader = new TMVA::Reader( "!Color:Silent" ); + +// // Pass variables to the reader +// reader->AddVariable("WH3l_dphilllmet", &WH3l_dphilllmet_); +// reader->AddVariable("MinIf$(WH3l_mOSll[], WH3l_mOSll[Iteration$]>0)", &WH3l_mOSll_min_); +// reader->AddVariable("MinIf$(WH3l_ptOSll[], WH3l_ptOSll[Iteration$]>0)", &WH3l_ptOSll_min_); +// reader->AddVariable("MinIf$(WH3l_drOSll[], WH3l_drOSll[Iteration$]>0)", &WH3l_drOSll_min_); +// reader->AddVariable("WH3l_ZVeto", &WH3l_ZVeto_); +// reader->AddVariable("WH3l_mtlmet[1]", &WH3l_mtlmet_1_); +// reader->AddVariable("WH3l_mtlmet[2]", &WH3l_mtlmet_2_); +// reader->AddVariable("WH3l_dphilmet[0]", &WH3l_dphilmet_0_); +// reader->AddVariable("WH3l_dphilmet[1]", &WH3l_dphilmet_1_); +// reader->AddVariable("WH3l_dphilmet[2]", &WH3l_dphilmet_2_); +// reader->AddVariable("WH3l_ptWWW", &WH3l_ptWWW_); +// reader->AddVariable("PuppiMET_pt", &PuppiMET_pt_); +// reader->AddVariable("Alt$(Lepton_pt[0],0)", &Lepton_pt_0_); +// reader->AddVariable("Alt$(Lepton_pt[1],0)", &Lepton_pt_1_); +// reader->AddVariable("Alt$(Lepton_pt[2],0)", &Lepton_pt_2_); + +// // Tell the reader which xml file to read +// reader->BookMVA(BDT_name, xml_file_name); + +// // Evaluate the BDT value +// float classifier = reader->EvaluateMVA(BDT_name); + +// // Delete reader object +// delete reader; + +// // Return BDT value +// return classifier; + +// } + +// #endif diff --git a/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc b/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc new file mode 100644 index 00000000..12035f6e --- /dev/null +++ b/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc @@ -0,0 +1,198 @@ +#ifndef BDT_WH3L_SSSF_v9 +#define BDT_WH3L_SSSF_v9 + +#include +#include "TVector2.h" +#include "TLorentzVector.h" +#include "Math/Vector4Dfwd.h" +#include "Math/GenVector/LorentzVector.h" +#include "Math/GenVector/PtEtaPhiM4D.h" +#include +#include +#include + +#include "Math/Point3D.h" +#include "Math/Vector3D.h" +#include "Math/Vector4D.h" +#include "Math/Rotation3D.h" +#include "Math/EulerAngles.h" +#include "Math/AxisAngle.h" +#include "Math/Quaternion.h" +#include "Math/RotationX.h" +#include "Math/RotationY.h" +#include "Math/RotationZ.h" +#include "Math/RotationZYX.h" +#include "Math/LorentzRotation.h" +#include "Math/Boost.h" +#include "Math/BoostX.h" +#include "Math/BoostY.h" +#include "Math/BoostZ.h" +#include "Math/Transform3D.h" +#include "Math/Plane3D.h" +#include "Math/VectorUtil.h" +#include "TMatrixD.h" +#include "TVectorD.h" +#include "TMath.h" + +#include "TFile.h" +#include "TTree.h" +#include "TString.h" +#include "TSystem.h" +#include "TROOT.h" +#include "TStopwatch.h" + +#include "TMVA/Tools.h" +#include "TMVA/Reader.h" +#include "TMVA/MethodCuts.h" + +#include "ROOT/RVec.hxx" + +using namespace ROOT; +using namespace ROOT::VecOps; + + +class BDT_WH3l_SSSF_v9{ + +public: + + BDT_WH3l_SSSF_v9( TString BDT_name, TString xml_file_name ); + ~BDT_WH3l_SSSF_v9(); + + TString BDT_name_; + TString xml_file_name_; + + float WH3l_dphilllmet_; + float WH3l_mOSll_min_; + float WH3l_ptOSll_min_; + float WH3l_drOSll_min_; + float WH3l_dphilmet_0_; + float WH3l_dphilmet_1_; + float WH3l_dphilmet_2_; + float WH3l_ptWWW_; + float PuppiMET_pt_; + float Lepton_pt_0_; + float Lepton_pt_1_; + float Lepton_pt_2_; + + TMVA::Reader *reader = new TMVA::Reader(); + + double operator() ( float WH3l_dphilllmet, + RVecF WH3l_mOSll, + RVecF WH3l_ptOSll, + RVecF WH3l_drOSll, + RVecF WH3l_dphilmet, + float WH3l_ptWWW, + float PuppiMET_pt, + RVecF Lepton_pt){ + + // Assign variables values + WH3l_dphilllmet_ = WH3l_dphilllmet; + WH3l_mOSll_min_ = std::min({WH3l_mOSll[0], WH3l_mOSll[1], WH3l_mOSll[2]}); + WH3l_ptOSll_min_ = std::min({WH3l_ptOSll[0], WH3l_ptOSll[1], WH3l_ptOSll[2]}); + WH3l_drOSll_min_ = std::min({WH3l_drOSll[0], WH3l_drOSll[1], WH3l_drOSll[2]}); + WH3l_dphilmet_0_ = WH3l_dphilmet[0]; + WH3l_dphilmet_1_ = WH3l_dphilmet[1]; + WH3l_dphilmet_2_ = WH3l_dphilmet[2]; + WH3l_ptWWW_ = WH3l_ptWWW; + PuppiMET_pt_ = PuppiMET_pt; + Lepton_pt_0_ = Lepton_pt[0]; + Lepton_pt_1_ = Lepton_pt[1]; + Lepton_pt_2_ = Lepton_pt[2]; + + // Evaluate the classifier + double classifier = reader->EvaluateMVA(BDT_name_); + + return classifier; + } + +}; + +BDT_WH3l_SSSF_v9::BDT_WH3l_SSSF_v9( TString BDT_name, TString xml_file_name ){ + + std::cout << "BDT name: " << BDT_name << std::endl; + std::cout << "xml file name: " << xml_file_name << std::endl; + + BDT_name_ = BDT_name; + xml_file_name_ = xml_file_name; + + // Pass variables to the reader + reader->AddVariable("WH3l_dphilllmet", &WH3l_dphilllmet_); + reader->AddVariable("MinIf$(WH3l_mOSll[], WH3l_mOSll[Iteration$]>0)", &WH3l_mOSll_min_); + reader->AddVariable("MinIf$(WH3l_ptOSll[], WH3l_ptOSll[Iteration$]>0)", &WH3l_ptOSll_min_); + reader->AddVariable("MinIf$(WH3l_drOSll[], WH3l_drOSll[Iteration$]>0)", &WH3l_drOSll_min_); + reader->AddVariable("WH3l_dphilmet[0]", &WH3l_dphilmet_0_); + reader->AddVariable("WH3l_dphilmet[1]", &WH3l_dphilmet_1_); + reader->AddVariable("WH3l_dphilmet[2]", &WH3l_dphilmet_2_); + reader->AddVariable("WH3l_ptWWW", &WH3l_ptWWW_); + reader->AddVariable("PuppiMET_pt", &PuppiMET_pt_); + reader->AddVariable("Alt$(Lepton_pt[0],0)", &Lepton_pt_0_); + reader->AddVariable("Alt$(Lepton_pt[1],0)", &Lepton_pt_1_); + reader->AddVariable("Alt$(Lepton_pt[2],0)", &Lepton_pt_2_); + + reader->BookMVA(BDT_name, xml_file_name); +} + +BDT_WH3l_SSSF_v9::~BDT_WH3l_SSSF_v9(){ + + std::cout << "Deleting reader" << std::endl; + + reader->Delete(); +} + +#endif + + + // float BDT_WH3l_SSSF_v9(TString BDT_name, TString xml_file_name, float WH3l_dphilllmet, RVecF WH3l_mOSll, RVecF WH3l_ptOSll, RVecF WH3l_drOSll, RVecF WH3l_dphilmet, float WH3l_ptWWW, float PuppiMET_pt, RVecF Lepton_pt){ + +// // Assign variables values +// float WH3l_dphilllmet_ = WH3l_dphilllmet; +// float WH3l_mOSll_min_ = std::min({WH3l_mOSll[0], WH3l_mOSll[1], WH3l_mOSll[2]}); +// float WH3l_ptOSll_min_ = std::min({WH3l_ptOSll[0], WH3l_ptOSll[1], WH3l_ptOSll[2]}); +// float WH3l_drOSll_min_ = std::min({WH3l_drOSll[0], WH3l_drOSll[1], WH3l_drOSll[2]}); +// // float WH3l_ZVeto_ = WH3l_ZVeto; +// // float WH3l_mtlmet_1_ = WH3l_mtlmet[1]; +// // float WH3l_mtlmet_2_ = WH3l_mtlmet[2]; +// float WH3l_dphilmet_0_ = WH3l_dphilmet[0]; +// float WH3l_dphilmet_1_ = WH3l_dphilmet[1]; +// float WH3l_dphilmet_2_ = WH3l_dphilmet[2]; +// float WH3l_ptWWW_ = WH3l_ptWWW; +// float PuppiMET_pt_ = PuppiMET_pt; +// float Lepton_pt_0_ = Lepton_pt[0]; +// float Lepton_pt_1_ = Lepton_pt[1]; +// float Lepton_pt_2_ = Lepton_pt[2]; + +// // Create reader object +// TMVA::Reader *reader = new TMVA::Reader( "!Color:Silent" ); + +// // Pass variables to the reader +// reader->AddVariable("WH3l_dphilllmet", &WH3l_dphilllmet_); +// reader->AddVariable("MinIf$(WH3l_mOSll[], WH3l_mOSll[Iteration$]>0)", &WH3l_mOSll_min_); +// reader->AddVariable("MinIf$(WH3l_ptOSll[], WH3l_ptOSll[Iteration$]>0)", &WH3l_ptOSll_min_); +// reader->AddVariable("MinIf$(WH3l_drOSll[], WH3l_drOSll[Iteration$]>0)", &WH3l_drOSll_min_); +// // reader->AddVariable("WH3l_ZVeto", &WH3l_ZVeto_); +// // reader->AddVariable("WH3l_mtlmet[1]", &WH3l_mtlmet_1_); +// // reader->AddVariable("WH3l_mtlmet[2]", &WH3l_mtlmet_2_); +// reader->AddVariable("WH3l_dphilmet[0]", &WH3l_dphilmet_0_); +// reader->AddVariable("WH3l_dphilmet[1]", &WH3l_dphilmet_1_); +// reader->AddVariable("WH3l_dphilmet[2]", &WH3l_dphilmet_2_); +// reader->AddVariable("WH3l_ptWWW", &WH3l_ptWWW_); +// reader->AddVariable("PuppiMET_pt", &PuppiMET_pt_); +// reader->AddVariable("Alt$(Lepton_pt[0],0)", &Lepton_pt_0_); +// reader->AddVariable("Alt$(Lepton_pt[1],0)", &Lepton_pt_1_); +// reader->AddVariable("Alt$(Lepton_pt[2],0)", &Lepton_pt_2_); + +// // Tell the reader which xml file to read +// reader->BookMVA(BDT_name, xml_file_name); + +// // Evaluate the BDT value +// float classifier = reader->EvaluateMVA(BDT_name); + +// // Delete reader object +// delete reader; + +// // Return BDT value +// return classifier; + +// } + +// #endif diff --git a/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc b/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc new file mode 100644 index 00000000..426bccb4 --- /dev/null +++ b/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc @@ -0,0 +1,162 @@ +#ifndef BDT_WHSS_TOPSEMILEPTONIC_V9 +#define BDT_WHSS_TOPSEMILEPTONIC_V9 + +#include +#include "TVector2.h" +#include "TLorentzVector.h" +#include "Math/Vector4Dfwd.h" +#include "Math/GenVector/LorentzVector.h" +#include "Math/GenVector/PtEtaPhiM4D.h" +#include +#include +#include + +#include "Math/Point3D.h" +#include "Math/Vector3D.h" +#include "Math/Vector4D.h" +#include "Math/Rotation3D.h" +#include "Math/EulerAngles.h" +#include "Math/AxisAngle.h" +#include "Math/Quaternion.h" +#include "Math/RotationX.h" +#include "Math/RotationY.h" +#include "Math/RotationZ.h" +#include "Math/RotationZYX.h" +#include "Math/LorentzRotation.h" +#include "Math/Boost.h" +#include "Math/BoostX.h" +#include "Math/BoostY.h" +#include "Math/BoostZ.h" +#include "Math/Transform3D.h" +#include "Math/Plane3D.h" +#include "Math/VectorUtil.h" +#include "TMatrixD.h" +#include "TVectorD.h" +#include "TMath.h" + +#include "TFile.h" +#include "TTree.h" +#include "TString.h" +#include "TSystem.h" +#include "TROOT.h" +#include "TStopwatch.h" + +#include "TMVA/Tools.h" +#include "TMVA/Reader.h" +#include "TMVA/MethodCuts.h" + +#include "ROOT/RVec.hxx" + +using namespace ROOT; +using namespace ROOT::VecOps; + + +class BDT_WHSS_TopSemileptonic_v9{ + +public: + + BDT_WHSS_TopSemileptonic_v9( TString BDT_name, TString xml_file_name ); + ~BDT_WHSS_TopSemileptonic_v9(); + + TString BDT_name_; + TString xml_file_name_; + + float mll_; + float mjj_; + float mtw1_; + float mtw2_; + float ptll_; + float mlljj20_whss_; + float PuppiMET_pt_; + float dphill_; + float dphijj_; + float dphillmet_; + float dphilmet2_; + float dphijet1met_; + float jetpt1_; + float Jet_btagDeepB_0_; + float Jet_btagDeepB_1_; + + TMVA::Reader *reader = new TMVA::Reader(); + + // RVecF jet_btagDeepB; + // RVecI cleanJet_jetIdx; + + double operator()( float mll, + float mjj, + float mtw1, + float mtw2, + float ptll, + float mlljj20_whss, + float PuppiMET_pt, + float dphill, + float dphijj, + float dphillmet, + float dphilmet2, + float dphijet1met, + RVecF cleanJet_pt, + RVecF jet_btagDeepB, + RVecI cleanJet_jetIdx){ + + // Assign variables values + mll_ = mll; + mjj_ = mjj; + mtw1_ = mtw1; + mtw2_ = mtw2; + ptll_ = ptll; + mlljj20_whss_ = mlljj20_whss; + PuppiMET_pt_ = PuppiMET_pt; + dphill_ = dphill; + dphijj_ = dphijj; + dphillmet_ = dphillmet; + dphilmet2_ = dphilmet2; + dphijet1met_ = dphijet1met; + jetpt1_ = cleanJet_pt[0]; + Jet_btagDeepB_0_ = cleanJet_jetIdx[0]>=0 ? jet_btagDeepB[cleanJet_jetIdx[0]] : -2; + Jet_btagDeepB_1_ = cleanJet_jetIdx[1]>=0 ? jet_btagDeepB[cleanJet_jetIdx[1]] : -2; + + // Evaluate the classifier + double classifier = reader->EvaluateMVA(BDT_name_); + + return classifier; + } + +}; + +BDT_WHSS_TopSemileptonic_v9::BDT_WHSS_TopSemileptonic_v9( TString BDT_name, TString xml_file_name ){ + + std::cout << "BDT name: " << BDT_name << std::endl; + std::cout << "xml file name: " << xml_file_name << std::endl; + + BDT_name_ = BDT_name; + xml_file_name_ = xml_file_name; + + // Pass variables to the reader + reader->AddVariable("mll ", &mll_ ); + reader->AddVariable("mjj ", &mjj_ ); + reader->AddVariable("mtw1 ", &mtw1_ ); + reader->AddVariable("mtw2 ", &mtw2_ ); + reader->AddVariable("ptll ", &ptll_ ); + reader->AddVariable("mlljj20_whss ", &mlljj20_whss_ ); + reader->AddVariable("PuppiMET_pt ", &PuppiMET_pt_ ); + reader->AddVariable("dphill ", &dphill_ ); + reader->AddVariable("dphijj ", &dphijj_ ); + reader->AddVariable("dphillmet ", &dphillmet_ ); + reader->AddVariable("dphilmet2 ", &dphilmet2_ ); + reader->AddVariable("dphijet1met ", &dphijet1met_ ); + // Variables with Alt$ values + reader->AddVariable("Alt$(CleanJet_pt[0],0)", &jetpt1_ ); + reader->AddVariable("Alt$(Jet_btagDeepB[CleanJet_jetIdx[0]],-2)", &Jet_btagDeepB_0_); + reader->AddVariable("Alt$(Jet_btagDeepB[CleanJet_jetIdx[1]],-2)", &Jet_btagDeepB_1_); + + reader->BookMVA(BDT_name, xml_file_name); +} + +BDT_WHSS_TopSemileptonic_v9::~BDT_WHSS_TopSemileptonic_v9(){ + + std::cout << "Deleting reader" << std::endl; + + reader->Delete(); +} + +#endif diff --git a/ControlRegions/SS/macros/fake_rate_reader_class.cc b/ControlRegions/SS/macros/fake_rate_reader_class.cc new file mode 100644 index 00000000..88cf9908 --- /dev/null +++ b/ControlRegions/SS/macros/fake_rate_reader_class.cc @@ -0,0 +1,1200 @@ +/* + To have the complete formulas: + https://github.com/latinos/LatinoAnalysis/blob/master/NanoGardener/python/modules/LeptonFakeWMaker.py + https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/formulasToAdd_FAKE_Full2018v9.py +*/ + + +#ifndef FAKERATEREADER +#define FAKERATEREADER + +#include "TSystem.h" + +#include +#include +#include +#include +#include + +#include "TLorentzVector.h" +#include "TMath.h" + +#include "TH2D.h" +#include "TFile.h" +#include + +#include "ROOT/RVec.hxx" + +using namespace ROOT; +using namespace ROOT::VecOps; + +using namespace std; + +typedef std::map> map_dict; + +class fake_rate_reader{ +public: + + fake_rate_reader( TString year , TString ele_WP, TString muon_WP, float ele_WP_number, float muon_WP_number, TString kind, uint nLeptons, TString electron_tight_charge, TString mkShapesRDF_base ); + + // std::tuple GetFR_2l( double pt1 , double eta1, double pdg1, double isTight1, double pt2 , double eta2, double pdg2, double isTight2); + std::tuple GetRate(TH2F* fake_rate_histo, double pt, double eta, double lepton_pt_max); + float GetFR_1l( double pt1 , double eta1, double pdg1, double isTight1, TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, TString stat); + float GetFR_2l( double pt1 , double eta1, double pdg1, double isTight1, double pt2 , double eta2, double pdg2, double isTight2, TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, TString stat); + float GetFR_3l( double pt1 , double eta1, double pdg1, double isTight1, double pt2 , double eta2, double pdg2, double isTight2, double pt3 , double eta3, double pdg3, double isTight3, TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, TString stat); + + TString year_; + unsigned int nLeptons_; + TString electron_tight_charge_; + std::string SF_type_; + TString ele_WP_; + TString muon_WP_; + float ele_WP_number_; + float muon_WP_number_; + TString kind_; + + RVecI Lepton_pdgId; + RVecF Lepton_pt; + RVecF Lepton_eta; + RVecI Lepton_isTightMuon_cut_Tight_HWWW; // 2016 -> Lepton_isTightMuon_cut_Tight80x + RVecI Lepton_isTightElectron_mvaFall17V2Iso_WP90; + RVecF Lepton_mvaTTH_UL; + RVecF Muon_mvaTTH; + RVecI Lepton_muonIdx; + RVecF CleanJet_pt; + int nCleanJet; + + map_dict fake_rate_reader_map_; + + TH2F* fake_rate_muon_10_; + TH2F* fake_rate_muon_15_; + TH2F* fake_rate_muon_20_; + TH2F* fake_rate_muon_25_; + TH2F* fake_rate_muon_30_; + TH2F* fake_rate_muon_35_; + TH2F* fake_rate_muon_45_; + TH2F* fake_rate_ele_25_; + TH2F* fake_rate_ele_35_; + TH2F* fake_rate_ele_45_; + TH2F* prompt_rate_muon_; + TH2F* prompt_rate_ele_; + + int isTight_[3]; + + float operator()(RVecI Lepton_pdgId, + RVecF Lepton_pt, + RVecF Lepton_eta, + RVecI Lepton_isTightMuon_cut_Tight_HWWW, + RVecI Lepton_isTightElectron_mvaFall17V2Iso_WP90, + RVecF Lepton_mvaTTH_UL, + RVecF Muon_mvaTTH, + RVecI Lepton_muonIdx, + RVecF CleanJet_pt, + int nCleanJet + ){ + + double SF = 1.; + + isTight_[0] = 0; + isTight_[1] = 0; + isTight_[2] = 0; + + // Build tight lepton definitions + for (unsigned int i = 0; i < nLeptons_ ; i++) { + if (TMath::Abs(Lepton_pdgId[i]) == 11) + if (Lepton_isTightElectron_mvaFall17V2Iso_WP90[i] == 1 && Lepton_mvaTTH_UL[i] > ele_WP_number_) + isTight_[i] = 1; + if (TMath::Abs(Lepton_pdgId[i]) == 13) + if (Lepton_isTightMuon_cut_Tight_HWWW[i] == 1 && Muon_mvaTTH[Lepton_muonIdx[i]] > muon_WP_number_) + isTight_[i] = 1; + } + + // Case 1 lepton + if (nLeptons_ == 1){ + + // Calculate the per-event fake rate + float fakeWeight_1l0j = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_20_, "Nominal"); + + float fakeWeight_1l1j = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + + float fakeWeight_1l2j = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + + float fakeWeight = fakeWeight_1l0j*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1j*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2j*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + if (kind_ == "nominal") return fakeWeight; + + // Calculate the per-event fake rate - EleUp + if (kind_ == "EleUp"){ + float fakeWeight_1l0jElUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_45_, fake_rate_muon_20_, "Nominal"); + + float fakeWeight_1l1jElUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); + + float fakeWeight_1l2jElUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); + + float fakeWeightEleUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightEleUp = num / fakeWeight; + } + + return fakeWeightEleUp; + } + + // Calculate the per-event fake rate - EleDown + if (kind_ == "EleDown"){ + float fakeWeight_1l0jElDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_25_, fake_rate_muon_20_, "Nominal"); + + float fakeWeight_1l1jElDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); + + float fakeWeight_1l2jElDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); + + float fakeWeightEleDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightEleDown = num / fakeWeight; + } + + return fakeWeightEleDown; + } + + // Calculate the per-event fake rate - MuUp + if (kind_ == "MuUp"){ + float fakeWeight_1l0jMuUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_30_, "Nominal"); + + float fakeWeight_1l1jMuUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + + float fakeWeight_1l2jMuUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + + float fakeWeightMuUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightMuUp = num / fakeWeight; + } + + return fakeWeightMuUp; + } + + // Calculate the per-event fake rate - MuDown + if (kind_ == "MuDown"){ + float fakeWeight_1l0jMuDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_10_, "Nominal"); + + float fakeWeight_1l1jMuDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); + + float fakeWeight_1l2jMuDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + + float fakeWeightMuDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightMuDown = num / fakeWeight; + } + + return fakeWeightMuDown; + } + + // Calculate the per-event fake rate - StatEleUp + if (kind_ == "StatEleUp"){ + float fakeWeight_1l0jstatElUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_20_, "ElUp"); + + float fakeWeight_1l1jstatElUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); + + float fakeWeight_1l2jstatElUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); + + float fakeWeightstatEleUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jstatElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jstatElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jstatElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatEleUp = num / fakeWeight; + } + + return fakeWeightstatEleUp; + } + + // Calculate the per-event fake rate - StatEleDown + if (kind_ == "StatEleDown"){ + float fakeWeight_1l0jstatElDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_20_, "ElDown"); + + float fakeWeight_1l1jstatElDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); + + float fakeWeight_1l2jstatElDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); + + float fakeWeightstatEleDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jstatElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jstatElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jstatElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatEleDown = num / fakeWeight; + } + + return fakeWeightstatEleDown; + } + + // Calculate the per-event fake rate - StatMuUp + if (kind_ == "StatMuUp"){ + float fakeWeight_1l0jstatMuUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_20_, "MuUp"); + + float fakeWeight_1l1jstatMuUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); + + float fakeWeight_1l2jstatMuUp = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); + + float fakeWeightstatMuUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jstatMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jstatMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jstatMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatMuUp = num / fakeWeight; + } + + return fakeWeightstatMuUp; + } + + // Calculate the per-event fake rate - StatMuDown + if (kind_ == "StatMuDown"){ + float fakeWeight_1l0jstatMuDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_20_, "MuDown"); + + float fakeWeight_1l1jstatMuDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); + + float fakeWeight_1l2jstatMuDown = GetFR_1l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); + + float fakeWeightstatMuDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_1l0jstatMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_1l1jstatMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_1l2jstatMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatMuDown = num / fakeWeight; + } + + return fakeWeightstatMuDown; + } + + else + return -1; + + } + + // Case 2 leptons + if (nLeptons_ == 2){ + + // Calculate the per-event fake rate + float fakeWeight_2l0j = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "Nominal"); + + float fakeWeight_2l1j = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + + float fakeWeight_2l2j = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + + float fakeWeight = fakeWeight_2l0j*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1j*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2j*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + // std::cout << + // "Lepton pTs = " << Lepton_pt[0] << ", " << Lepton_pt[1] << " \n " << + // "Lepton etas = " << Lepton_eta[0] << ", " << Lepton_eta[1] << " \n " << + // "Lepton pdgIds = " << Lepton_pdgId[0] << ", " << Lepton_pdgId[1] << " \n " << + // "Is tight = " << isTight_[0] << ", " << isTight_[1] << " \n " << + // "fakeWeight_2l0j = " << fakeWeight_2l0j << " \n " << + // "fakeWeight_2l1j = " << fakeWeight_2l1j << " \n " << + // "fakeWeight_2l2j = " << fakeWeight_2l2j << std::endl; + + if (kind_ == "nominal") return fakeWeight; + + + // Calculate the per-event fake rate - EleUp + if (kind_ == "EleUp"){ + float fakeWeight_2l0jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_45_, fake_rate_muon_20_, "Nominal"); + + float fakeWeight_2l1jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); + + float fakeWeight_2l2jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); + + float fakeWeightEleUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightEleUp = num / fakeWeight; + } + + return fakeWeightEleUp; + } + + + // Calculate the per-event fake rate - EleDown + if (kind_ == "EleDown"){ + float fakeWeight_2l0jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_25_, fake_rate_muon_20_, "Nominal"); + + float fakeWeight_2l1jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); + + float fakeWeight_2l2jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); + + float fakeWeightEleDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightEleDown = num / fakeWeight; + } + + return fakeWeightEleDown; + } + + + // Calculate the per-event fake rate - MuUp + if (kind_ == "MuUp"){ + float fakeWeight_2l0jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_30_, "Nominal"); + + float fakeWeight_2l1jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + + float fakeWeight_2l2jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + + float fakeWeightMuUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightMuUp = num / fakeWeight; + } + + return fakeWeightMuUp; + } + + + // Calculate the per-event fake rate - MuDown + if (kind_ == "MuDown"){ + float fakeWeight_2l0jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_10_, "Nominal"); + + float fakeWeight_2l1jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); + + float fakeWeight_2l2jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + + float fakeWeightMuDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightMuDown = num / fakeWeight; + } + + return fakeWeightMuDown; + } + + + // Calculate the per-event fake rate - StatEleUp + if (kind_ == "StatEleUp"){ + float fakeWeight_2l0jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "ElUp"); + + float fakeWeight_2l1jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); + + float fakeWeight_2l2jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); + + float fakeWeightstatEleUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jstatElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jstatElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jstatElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatEleUp = num / fakeWeight; + } + + return fakeWeightstatEleUp; + } + + + // Calculate the per-event fake rate - StatEleDown + if (kind_ == "StatEleDown"){ + float fakeWeight_2l0jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "ElDown"); + + float fakeWeight_2l1jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); + + float fakeWeight_2l2jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); + + float fakeWeightstatEleDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jstatElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jstatElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jstatElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatEleDown = num / fakeWeight; + } + + return fakeWeightstatEleDown; + } + + + // Calculate the per-event fake rate - StatMuUp + if (kind_ == "StatMuUp"){ + float fakeWeight_2l0jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "MuUp"); + + float fakeWeight_2l1jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); + + float fakeWeight_2l2jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); + + float fakeWeightstatMuUp = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jstatMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jstatMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jstatMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatMuUp = num / fakeWeight; + } + + return fakeWeightstatMuUp; + } + + + // Calculate the per-event fake rate - StatMuDown + if (kind_ == "StatMuDown"){ + float fakeWeight_2l0jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "MuDown"); + + float fakeWeight_2l1jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); + + float fakeWeight_2l2jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); + + float fakeWeightstatMuDown = 0.; + if (fakeWeight != 0.){ + float num = fakeWeight_2l0jstatMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + fakeWeight_2l1jstatMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + fakeWeight_2l2jstatMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + fakeWeightstatMuDown = num / fakeWeight; + } + + return fakeWeightstatMuDown; + } + + else + return -1; + } + + else if (nLeptons_ == 3){ + + // Calculate the per-event fake rate + float fakeWeight_3l = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + + if (kind_ == "nominal") return fakeWeight_3l; + + // Calculate the per-event fake rate - EleUp + if (kind_ == "EleUp"){ + float fakeWeight_3lElUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); + + + float fakeWeightEleUp = fakeWeight_3lElUp / fakeWeight_3l; + + return fakeWeightEleUp; + } + + // Calculate the per-event fake rate - Eledown + if (kind_ == "EleDown"){ + float fakeWeight_3lElDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); + + + float fakeWeightEleDown = fakeWeight_3lElDown / fakeWeight_3l; + + return fakeWeightEleDown; + } + + // Calculate the per-event fake rate - MuUp + if (kind_ == "MuUp"){ + float fakeWeight_3lMuUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + + + float fakeWeightMuUp = fakeWeight_3lMuUp / fakeWeight_3l; + + return fakeWeightMuUp; + } + + // Calculate the per-event fake rate - MuDown + if (kind_ == "MuDown"){ + float fakeWeight_3lMuDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + + + float fakeWeightMuDown = fakeWeight_3lMuDown / fakeWeight_3l; + + return fakeWeightMuDown; + } + + // Calculate the per-event fake rate - StatEleUp + if (kind_ == "StatEleUp"){ + float fakeWeight_3lstatEleUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); + + + float fakeWeightstatEleUp = fakeWeight_3lstatEleUp / fakeWeight_3l; + + return fakeWeightstatEleUp; + } + + // Calculate the per-event fake rate - StatEleDown + if (kind_ == "StatEleDown"){ + float fakeWeight_3lstatEleDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); + + + float fakeWeightstatEleDown = fakeWeight_3lstatEleDown / fakeWeight_3l; + + return fakeWeightstatEleDown; + } + + // Calculate the per-event fake rate - StatMuUp + if (kind_ == "StatMuUp"){ + float fakeWeight_3lstatMuUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); + + + float fakeWeightstatMuUp = fakeWeight_3lstatMuUp / fakeWeight_3l; + + return fakeWeightstatMuUp; + } + + // Calculate the per-event fake rate - StatMuDown + if (kind_ == "StatMuDown"){ + float fakeWeight_3lstatMuDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], + fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); + + + float fakeWeightstatMuDown = fakeWeight_3lstatMuDown / fakeWeight_3l; + + return fakeWeightstatMuDown; + } + + else{ + std::cout << "kind_ not known"< GetSF( double pt_in , double eta_in ); + +}; + + +// Read fake and prompt rate histograms +fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_WP, float ele_WP_number, float muon_WP_number, TString kind, uint nLeptons, TString electron_tight_charge, TString mkShapesRDF_base ){ + + cout << "Year: " << year << endl; + cout << "Ele WP: " << ele_WP << endl; + cout << "Muon WP: " << muon_WP << endl; + cout << "Ele WP number: " << ele_WP_number << endl; + cout << "Muon WP number: " << muon_WP_number << endl; + cout << "Kind: " << kind << endl; + cout << "nLeptons: " << nLeptons << endl; + cout << "Ele tight charge: " << electron_tight_charge << endl; + + year_ = year; + ele_WP_ = ele_WP; + muon_WP_ = muon_WP; + ele_WP_number_ = ele_WP_number; + muon_WP_number_ = muon_WP_number; + kind_ = kind; + nLeptons_ = nLeptons; + electron_tight_charge_ = electron_tight_charge; // ['std','ss'] + + TString ele_tight_suffix = ""; + if (electron_tight_charge_ == "ss") + ele_tight_suffix = "_SS"; + + // std::string mkShapesRDF_base = std::getenv("CMSSW_BASE"); + // TString mkShapesRDF_base = "/afs/cern.ch/work/b/bcamaian/mkShapesRDF_el7"; + // mkShapesRDF_base = "/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/"; + + // Fake rate input files + TString fake_muon_file_name_10 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet10.root"; + TString fake_muon_file_name_15 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet15.root"; + TString fake_muon_file_name_20 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet20.root"; + TString fake_muon_file_name_25 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet25.root"; + TString fake_muon_file_name_30 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet30.root"; + TString fake_muon_file_name_35 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet35.root"; + TString fake_muon_file_name_45 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet45.root"; + + if (year_ == "2016_HIPM" || year_ == "2016_noHIPM"){ + fake_muon_file_name_10 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet10.root"; + fake_muon_file_name_15 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet15.root"; + fake_muon_file_name_20 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet20.root"; + fake_muon_file_name_25 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet25.root"; + fake_muon_file_name_30 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet30.root"; + fake_muon_file_name_35 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet35.root"; + fake_muon_file_name_45 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet45.root"; + } + + TString fake_ele_file_name_25 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet25.root"; + TString fake_ele_file_name_35 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet35.root"; + TString fake_ele_file_name_45 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet45.root"; + + // Prompt rate input files + TString pr_muon_file_name = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonPR.root"; + if (year_ == "2016_HIPM" || year_ == "2016_noHIPM") + pr_muon_file_name = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonPR.root"; + TString pr_ele_file_name = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/ElePR.root"; + + // Get fake and prompt rates + // Muons + TFile* f_muon_10 = new TFile(fake_muon_file_name_10); + fake_rate_muon_10_ = (TH2F*) f_muon_10 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_15 = new TFile(fake_muon_file_name_15); + fake_rate_muon_15_ = (TH2F*) f_muon_15 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_20 = new TFile(fake_muon_file_name_20); + fake_rate_muon_20_ = (TH2F*) f_muon_20 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_25 = new TFile(fake_muon_file_name_25); + fake_rate_muon_25_ = (TH2F*) f_muon_25 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_30 = new TFile(fake_muon_file_name_30); + fake_rate_muon_30_ = (TH2F*) f_muon_30 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_35 = new TFile(fake_muon_file_name_35); + fake_rate_muon_35_ = (TH2F*) f_muon_35 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_45 = new TFile(fake_muon_file_name_45); + fake_rate_muon_45_ = (TH2F*) f_muon_45 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_muon_PR = new TFile(pr_muon_file_name); + prompt_rate_muon_ = (TH2F*) f_muon_PR -> Get("h_Muon_signal_pt_eta_bin"); + + // Electrons + TFile* f_ele_25 = new TFile(fake_ele_file_name_25); + fake_rate_ele_25_ = (TH2F*) f_ele_25 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_ele_35 = new TFile(fake_ele_file_name_35); + fake_rate_ele_35_ = (TH2F*) f_ele_35 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_ele_45 = new TFile(fake_ele_file_name_45); + fake_rate_ele_45_ = (TH2F*) f_ele_45 -> Get("FR_pT_eta_EWKcorr"); + + TFile* f_ele_PR = new TFile(pr_ele_file_name); + prompt_rate_ele_ = (TH2F*) f_ele_PR -> Get("h_Ele_signal_pt_eta_bin"); +} + + +// Get fake rate and its statistical uncertainty +std::tuple +fake_rate_reader::GetRate(TH2F* fake_rate_histo, + double pt, + double eta, + double lepton_pt_max){ + + double aeta = abs(eta); + int nbinsx = fake_rate_histo->GetNbinsX(); + + if (lepton_pt_max <= 0.){ + lepton_pt_max = fake_rate_histo->GetXaxis()->GetBinCenter(nbinsx); + } + + double rate_value = fake_rate_histo->GetBinContent(fake_rate_histo->FindBin(min(pt, lepton_pt_max), aeta)); + double rate_error = fake_rate_histo->GetBinError (fake_rate_histo->FindBin(min(pt, lepton_pt_max), aeta)); + + std::tuple rate_and_error = std::make_tuple(rate_value,rate_error); + + return rate_and_error; + +} + +// Get fake rate for 1-lepton events +// std::tuple +float +fake_rate_reader::GetFR_1l( double pt1 , double eta1, double pdg1, double isTight1, + TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, + TString stat + ){ + double p1 = 1.; // leading lepton prompt rate + double f1 = 0.; // leading lepton fake rate + double pE1 = 0.; // leading lepton prompt rate statistical uncertainty + double fE1 = 0.; // leading lepton fake rate statistical uncertainty + double fake_probability1 = 0.; + + // Case electron + if (abs(pdg1) == 11){ + std::tuple p = GetRate(prompt_rate_ele_, pt1, eta1, -999.); + p1 = std::get<0>(p); + pE1 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_ele_, pt1, eta1, 35.); + f1 = std::get<0>(f); + fE1 = std::get<1>(f); + + if (stat == "ElUp") f1 = f1 + fE1; + else if (stat == "ElDown") f1 = f1 - fE1; + } + // case muon + else if (abs(pdg1) == 13){ + std::tuple p = GetRate(prompt_rate_muon_, pt1, eta1, -999.); + p1 = std::get<0>(p); + pE1 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_muon_, pt1, eta1, 35.); + f1 = std::get<0>(f); + fE1 = std::get<1>(f); + + if (stat == "MuUp") f1 = f1 + fE1; + else if (stat == "MuDown") f1 = f1 - fE1; + } + + // Compute per-lepton probabilities + int nTight = 0; + if (isTight1 == 1){ + ++nTight; + fake_probability1 = f1*(p1 - 1.) / (p1 - f1); + } + else{ + fake_probability1 = f1*p1 / (p1 - f1); + } + + return fake_probability1; +} + +// Get fake rate for 2-leptons events +// std::tuple +float +fake_rate_reader::GetFR_2l( double pt1 , double eta1, double pdg1, double isTight1, + double pt2 , double eta2, double pdg2, double isTight2, + TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, + TString stat + ){ + + double p1 = 1.; // leading lepton prompt rate + double f1 = 0.; // leading lepton fake rate + double pE1 = 0.; // leading lepton prompt rate statistical uncertainty + double fE1 = 0.; // leading lepton fake rate statistical uncertainty + double prompt_probability1 = 1.; + double fake_probability1 = 0.; + + double p2 = 1.; // sub-leading lepton prompt rate + double f2 = 0.; // sub-leading lepton fake rate + double pE2 = 0.; // sub-leading lepton prompt rate statistical uncertainty + double fE2 = 0.; // sub-leading lepton fake rate statistical uncertainty + double prompt_probability2 = 1.; + double fake_probability2 = 0.; + + // Leading lepton + // Case electron + if (abs(pdg1) == 11){ + std::tuple p = GetRate(prompt_rate_ele_, pt1, eta1, -999.); + p1 = std::get<0>(p); + pE1 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_ele_, pt1, eta1, 35.); + f1 = std::get<0>(f); + fE1 = std::get<1>(f); + + if (stat == "ElUp") f1 = f1 + fE1; + else if (stat == "ElDown") f1 = f1 - fE1; + } + // case muon + else if (abs(pdg1) == 13){ + std::tuple p = GetRate(prompt_rate_muon_, pt1, eta1, -999.); + p1 = std::get<0>(p); + pE1 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_muon_, pt1, eta1, 35.); + f1 = std::get<0>(f); + fE1 = std::get<1>(f); + + if (stat == "MuUp") f1 = f1 + fE1; + else if (stat == "MuDown") f1 = f1 - fE1; + } + + // Sub-leading lepton + // case electron + if (abs(pdg2) == 11){ + std::tuple p = GetRate(prompt_rate_ele_, pt2, eta2, -999.); + p2 = std::get<0>(p); + pE2 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_ele_, pt2, eta2, 35.); + f2 = std::get<0>(f); + fE2 = std::get<1>(f); + + if (stat == "ElUp") f2 = f2 + fE2; + else if (stat == "ElDown") f2 = f2 - fE2; + } + // case muon + else if (abs(pdg2) == 13){ + std::tuple p = GetRate(prompt_rate_muon_, pt2, eta2, -999.); + p2 = std::get<0>(p); + pE2 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_muon_, pt2, eta2, 35.); + f2 = std::get<0>(f); + fE2 = std::get<1>(f); + + if (stat == "MuUp") f2 = f2 + fE2; + else if (stat == "MuDown") f2 = f2 - fE2; + } + + // std::cout << "Prompt rates = " << p1 << ", " << p2 << std::endl; + // std::cout << "Fake rates = " << f1 << ", " << f2 << std::endl; + + + // Compute per-lepton probabilities + int nTight = 0; + if (isTight1 == 1){ + ++nTight; + prompt_probability1 = p1*(1. - f1) / (p1 - f1); + fake_probability1 = f1*(1. - p1) / (p1 - f1); + } + else{ + prompt_probability1 = p1*f1 / (p1 - f1); + fake_probability1 = f1*p1 / (p1 - f1); + } + + if (isTight2 == 1){ + ++nTight; + prompt_probability2 = p2*(1. - f2) / (p2 - f2); + fake_probability2 = f2*(1. - p2) / (p2 - f2); + } + else{ + prompt_probability2 = p2*f2 / (p2 - f2); + fake_probability2 = f2*p2 / (p2 - f2); + } + + // Per-event weight + // Leading lepton prompt - sub-leading lepton fake + float PF = prompt_probability1*fake_probability2; + // Leading lepton fake - sub-leading lepton prompt + float FP = fake_probability1*prompt_probability2; + // Both leptons fake + float FF = fake_probability1*fake_probability2; + + if (nTight == 1) + FF *= -1.; + else{ + PF *= -1.; + FP *= -1.; + } + + // std::cout << "nTight = " << nTight << std::endl; + + // std::cout << "prompt probability 1 = " << prompt_probability1 << std::endl; + // std::cout << "prompt probability 2 = " << prompt_probability2 << std::endl; + + // std::cout << "fake probability 1 = " << fake_probability1 << std::endl; + // std::cout << "fake probability 2 = " << fake_probability2 << std::endl; + + // std::cout << "PF = " << PF << std::endl; + // std::cout << "FP = " << FP << std::endl; + // std::cout << "FF = " << FF << std::endl; + + float sf = PF + FP + FF; + + return sf; +} + +// Get fake rate for 3-leptons events +// std::tuple +float +fake_rate_reader::GetFR_3l( double pt1 , double eta1, double pdg1, double isTight1, + double pt2 , double eta2, double pdg2, double isTight2, + double pt3 , double eta3, double pdg3, double isTight3, + TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, + TString stat + ){ + + double p1 = 1.; // leading lepton prompt rate + double f1 = 0.; // leading lepton fake rate + double pE1 = 0.; // leading lepton prompt rate statistical uncertainty + double fE1 = 0.; // leading lepton fake rate statistical uncertainty + double prompt_probability1 = 1.; + double fake_probability1 = 0.; + + double p2 = 1.; // sub-leading lepton prompt rate + double f2 = 0.; // sub-leading lepton fake rate + double pE2 = 0.; // sub-leading lepton prompt rate statistical uncertainty + double fE2 = 0.; // sub-leading lepton fake rate statistical uncertainty + double prompt_probability2 = 1.; + double fake_probability2 = 0.; + + double p3 = 1.; // third lepton prompt rate + double f3 = 0.; // third lepton fake rate + double pE3 = 0.; // third lepton prompt rate statistical uncertainty + double fE3 = 0.; // third lepton fake rate statistical uncertainty + double prompt_probability3 = 1.; + double fake_probability3 = 0.; + + // Leading lepton + // Case electron + if (abs(pdg1) == 11){ + std::tuple p = GetRate(prompt_rate_ele_, pt1, eta1, -999.); + p1 = std::get<0>(p); + pE1 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_ele_, pt1, eta1, 35.); + f1 = std::get<0>(f); + fE1 = std::get<1>(f); + + if (stat == "ElUp") f1 = f1 + fE1; + else if (stat == "ElDown") f1 = f1 - fE1; + } + // case muon + else if (abs(pdg1) == 13){ + std::tuple p = GetRate(prompt_rate_muon_, pt1, eta1, -999.); + p1 = std::get<0>(p); + pE1 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_muon_, pt1, eta1, 35.); + f1 = std::get<0>(f); + fE1 = std::get<1>(f); + + if (stat == "MuUp") f1 = f1 + fE1; + else if (stat == "MuDown") f1 = f1 - fE1; + } + + // Sub-leading lepton + // case electron + if (abs(pdg2) == 11){ + std::tuple p = GetRate(prompt_rate_ele_, pt2, eta2, -999.); + p2 = std::get<0>(p); + pE2 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_ele_, pt2, eta2, 35.); + f2 = std::get<0>(f); + fE2 = std::get<1>(f); + + if (stat == "ElUp") f2 = f2 + fE2; + else if (stat == "ElDown") f2 = f2 - fE2; + } + // case muon + else if (abs(pdg2) == 13){ + std::tuple p = GetRate(prompt_rate_muon_, pt2, eta2, -999.); + p2 = std::get<0>(p); + pE2 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_muon_, pt2, eta2, 35.); + f2 = std::get<0>(f); + fE2 = std::get<1>(f); + + if (stat == "MuUp") f2 = f2 + fE2; + else if (stat == "MuDown") f2 = f2 - fE2; + } + + // Third lepton + // case electron + if (abs(pdg3) == 11){ + std::tuple p = GetRate(prompt_rate_ele_, pt3, eta3, -999.); + p3 = std::get<0>(p); + pE3 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_ele_, pt3, eta3, 35.); + f3 = std::get<0>(f); + fE3 = std::get<1>(f); + + if (stat == "ElUp") f3 = f3 + fE3; + else if (stat == "ElDown") f3 = f3 - fE3; + } + // case muon + else if (abs(pdg3) == 13){ + std::tuple p = GetRate(prompt_rate_muon_, pt3, eta3, -999.); + p3 = std::get<0>(p); + pE3 = std::get<1>(p); + std::tuple f = GetRate(fake_rate_muon_, pt3, eta3, 35.); + f3 = std::get<0>(f); + fE3 = std::get<1>(f); + + if (stat == "MuUp") f3 = f3 + fE3; + else if (stat == "MuDown") f3 = f3 - fE3; + } + + // Compute per-lepton probabilities + int nTight = 0; + if (isTight1 == 1){ + ++nTight; + prompt_probability1 = p1*(1. - f1) / (p1 - f1); + fake_probability1 = f1*(1. - p1) / (p1 - f1); + } + else{ + prompt_probability1 = p1*f1 / (p1 - f1); + fake_probability1 = f1*p1 / (p1 - f1); + } + + if (isTight2 == 1){ + ++nTight; + prompt_probability2 = p2*(1. - f2) / (p2 - f2); + fake_probability2 = f2*(1. - p2) / (p2 - f2); + } + else{ + prompt_probability2 = p2*f2 / (p2 - f2); + fake_probability2 = f2*p2 / (p2 - f2); + } + + if (isTight3 == 1){ + ++nTight; + prompt_probability3 = p3*(1. - f3) / (p3 - f3); + fake_probability3 = f3*(1. - p3) / (p3 - f3); + } + else{ + prompt_probability3 = p3*f3 / (p3 - f3); + fake_probability3 = f3*p3 / (p3 - f3); + } + + // Per-event weight + // Letters indicate wether the lepton is prompt (P) or fake (F) + + float PPF = prompt_probability1*prompt_probability2*fake_probability3; + float PFP = prompt_probability1*fake_probability2*prompt_probability3; + float FPP = fake_probability1*prompt_probability2*prompt_probability3; + + float PFF = prompt_probability1*fake_probability2*fake_probability3; + float FPF = fake_probability1*prompt_probability2*fake_probability3; + float FFP = fake_probability1*fake_probability2*prompt_probability3; + + float FFF = fake_probability1*fake_probability2*fake_probability3; + + if (nTight == 1 || nTight == 3){ + PPF *= -1.; + PFP *= -1.; + FPP *= -1.; + FFF *= -1.; + } + else{ + PFF *= -1.; + FPF *= -1.; + FFP *= -1.; + } + + float sf = PPF+PFP+FPP + PFF+FPF+FFP + FFF; + + return sf; + +} + +#endif From cf3a183c89e4c96573c7b7a5aca637947d293e70 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 13:53:09 +0200 Subject: [PATCH 12/44] 3l control region 2018 --- ControlRegions/3l/Full2018_v9/README.md | 117 +++ ControlRegions/3l/Full2018_v9/aliases.py | 352 +++++++ .../3l/Full2018_v9/configuration.py | 105 ++ ControlRegions/3l/Full2018_v9/cuts.py | 45 + ControlRegions/3l/Full2018_v9/nuisances.py | 968 ++++++++++++++++++ ControlRegions/3l/Full2018_v9/plot.py | 306 ++++++ ControlRegions/3l/Full2018_v9/repeat.sh | 38 + ControlRegions/3l/Full2018_v9/samples.py | 395 +++++++ ControlRegions/3l/Full2018_v9/structure.py | 127 +++ ControlRegions/3l/Full2018_v9/variables.py | 285 ++++++ 10 files changed, 2738 insertions(+) create mode 100644 ControlRegions/3l/Full2018_v9/README.md create mode 100644 ControlRegions/3l/Full2018_v9/aliases.py create mode 100644 ControlRegions/3l/Full2018_v9/configuration.py create mode 100644 ControlRegions/3l/Full2018_v9/cuts.py create mode 100644 ControlRegions/3l/Full2018_v9/nuisances.py create mode 100644 ControlRegions/3l/Full2018_v9/plot.py create mode 100644 ControlRegions/3l/Full2018_v9/repeat.sh create mode 100644 ControlRegions/3l/Full2018_v9/samples.py create mode 100644 ControlRegions/3l/Full2018_v9/structure.py create mode 100644 ControlRegions/3l/Full2018_v9/variables.py diff --git a/ControlRegions/3l/Full2018_v9/README.md b/ControlRegions/3l/Full2018_v9/README.md new file mode 100644 index 00000000..830ccadd --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/README.md @@ -0,0 +1,117 @@ +# Three leptons control region + +This configuration plots control distributions for the three-leptons phase space + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/3l/Full2018_v9/aliases.py b/ControlRegions/3l/Full2018_v9/aliases.py new file mode 100644 index 00000000..187d3854 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/aliases.py @@ -0,0 +1,352 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/3l/Full2018_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # Full2018_v9 +configurations = os.path.dirname(configurations) # 3l +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Fake_from_ntuple')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +aliases['LepWPCut'] = { + 'expr': 'LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) \ + && ((abs(Lepton_pdgId[2])==13 && Muon_mvaTTH[Lepton_muonIdx[2]]>0.82) || (abs(Lepton_pdgId[2])==11 && Lepton_mvaTTH_UL[2]>0.90)) )', + 'samples': mc + ['DATA'] +} + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__mu_'+muWP, + 'samples': mc +} + + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2018\", 3, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2018\", 3, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2018\", 3, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2018\", 3, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2018\", 3, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +#################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL18 +#################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1208' +bWP_medium_deepB = '0.4168' +bWP_tight_deepB = '0.7665' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0490' +bWP_medium_deepFlavB = '0.2783' +bWP_tight_deepFlavB = '0.7100' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2018', 'jesBBEC1', 'jesBBEC1_2018', 'jesEC2', + 'jesEC2_2018', 'jesFlavorQCD', 'jesHF', 'jesHF_2018', 'jesRelativeBal', + 'jesRelativeSample_2018']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2018', 'jesBBEC1', 'jesBBEC1_2018', 'jesEC2', + 'jesEC2_2018', 'jesFlavorQCD', 'jesHF', 'jesHF_2018', 'jesRelativeBal', + 'jesRelativeSample_2018', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch3l matches to *any* gen lepton) +aliases['PromptGenLepMatch3l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0) * Alt(Lepton_promptgenmatched, 2, 0)', + 'samples': mc +} + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + # 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF']), + 'samples': mc, +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', + 'samples': mc +} + +# Veto events in the problematic region: +# electrons or jets in: +# (-1.57 < phi < -0.87) , (-2.5 < eta < -1.3) +aliases['hole_veto'] = { + 'expr': '( ( (Lepton_eta[0] < -1.3 && Lepton_eta[0] > -2.5 ) && (Lepton_phi[0] > -1.57 && Lepton_phi[0] < -0.87) && (abs(Lepton_pdgId[0])==11) ) \ + || ( (Lepton_eta[1] < -1.3 && Lepton_eta[1] > -2.5 ) && (Lepton_phi[1] > -1.57 && Lepton_phi[1] < -0.87) && (abs(Lepton_pdgId[1])==11) ) \ + || ( (Alt(CleanJet_eta, 0, 99) < -1.3 && (Alt(CleanJet_eta, 0, -99) > -2.5)) && (Alt(CleanJet_phi, 0, -99) > -1.57 && Alt(CleanJet_phi, 0, 99) < -0.87) ) \ + || ( (Alt(CleanJet_eta, 1, 99) < -1.3 && (Alt(CleanJet_eta, 1, -99) > -2.5)) && (Alt(CleanJet_phi, 1, -99) > -1.57 && Alt(CleanJet_phi, 1, 99) < -0.87) ) \ + ) ', +} + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2018/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2018/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2018/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/3l/Full2018_v9/configuration.py b/ControlRegions/3l/Full2018_v9/configuration.py new file mode 100644 index 00000000..3cb2a2de --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/Full2018_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # SS +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = '3l_2018_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) +# 59.832475339 +lumi = 59.83 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/3l/Full2018_v9/cuts.py b/ControlRegions/3l/Full2018_v9/cuts.py new file mode 100644 index 00000000..cbb188e5 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/cuts.py @@ -0,0 +1,45 @@ +# cuts + +cuts = {} + +# MinIf$( WH3l_mOSll[], WH3l_mOSll[Iteration$] > 0) > 12 +# Alt(WH3l_mOSll,0,9999) > 12 && Alt(WH3l_mOSll,1,9999) > 12 && Alt(WH3l_mOSll,2,9999) > 12 \ + +preselections = '(nLepton>=3 && Alt(Lepton_pt,3,0)<10) \ + && Alt(Lepton_pt,0,0)>25 \ + && Alt(Lepton_pt,1,0)>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && (WH3l_mOSll[0] < 0 || WH3l_mOSll[0] > 12) \ + && (WH3l_mOSll[1] < 0 || WH3l_mOSll[1] > 12) \ + && (WH3l_mOSll[2] < 0 || WH3l_mOSll[2] > 12) \ + && bVeto \ + && !hole_veto \ + ' + +## Signal region + +# SSSF +cuts['wh3l_13TeV_sssf'] = { + 'expr' : 'WH3l_flagOSSF == 0 && Alt(CleanJet_pt, 0, 0) < 30 && abs(WH3l_chlll) == 1', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# OSSF +cuts['wh3l_13TeV_ossf'] = { + 'expr' : 'WH3l_flagOSSF == 1 && WH3l_ZVeto > 20 && PuppiMET_pt > 40 && Alt(CleanJet_pt,0,0) < 30 && abs(WH3l_chlll) == 1', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# 11 = e +# 13 = mu +# 15 = tau diff --git a/ControlRegions/3l/Full2018_v9/nuisances.py b/ControlRegions/3l/Full2018_v9/nuisances.py new file mode 100644 index 00000000..7c1988fb --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/nuisances.py @@ -0,0 +1,968 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' +fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2018', + 'type' : 'lnN', + 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'lnN', + 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + + +# # Normalization per final state +# jet_bins = ['0j','1j','2j'] +# channels = ['ee', 'em', 'mm'] +# charges = ['plus', 'minus'] + +# eta_regimes = ['barrel', 'endcap'] +# pt_regimes = ['high', 'medium'] + +# fake_syst_dict = { +# 'endcap_medium_pt': ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)', +# '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]<=35)'], +# 'barrel_medium_pt': ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)', +# '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]> 35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]<=35)'], +# 'endcap_high_pt' : ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)', +# '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])> 1.479 && Lepton_pt[1]> 35)'], +# 'barrel_high_pt' : ['1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)', +# '1.0*(abs(Lepton_eta[1])> 1.479) + 1.0*(Lepton_pt[1]<=35) + 1.0/1.1*(abs(Lepton_eta[1])<=1.479 && Lepton_pt[1]> 35)'], +# } + +# for jet_bin in jet_bins: +# for channel in channels: +# for charge in charges: + +# nuisances[f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}'] = { +# 'name' : f'CMS_WH_hww_fake_syst_{jet_bin}_{channel}_{charge}_2018', +# 'samples' : { +# f'Fake_{channel}' : '1.30', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# f'hww2l2v_13TeV_WH_SS_{channel}_{jet_bin}_SS_CR_{charge}_pt2ge20', +# ], +# } + +# # for eta_regime in eta_regimes: +# # for pt_regime in pt_regimes: +# # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}'] = { +# # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{channel}_2018', +# # 'samples' : { +# # f'Fake_{channel}' : f'{eta_regime}_{pt_regime}_pt', +# # }, +# # 'type' : 'shape', +# # 'cuts' : [cut for cut in cuts if (f'_{channel}_' in cut)], +# # } + + +# flavors = ['sssf', 'ossf'] + +# for flavor in flavors: +# for charge in charges: + +# nuisances[f'CMS_WH_hww_fake_syst_{flavor}_{charge}'] = { +# 'name' : f'CMS_WH_hww_fake_syst_{flavor}_{charge}_2018', +# 'samples' : { +# 'Fake' : '1.30', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# f'hww2l2v_13TeV_WH_3l_{flavor}_{charge}_pt2ge20', +# ], +# } + +# # for eta_regime in eta_regimes: +# # for pt_regime in pt_regimes: +# # nuisances[f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}'] = { +# # 'name' : f'CMS_WH_hww_fake_syst_{eta_regime}_{pt_regime}_{flavor}_2018', +# # 'samples' : { +# # f'Fake' : f'{eta_regime}_{pt_regime}_pt', +# # }, +# # 'type' : 'shape', +# # 'cuts' : [cut for cut in cuts if (f'_{flavor}_' in cut)], +# # } + + +# ###### B-tagger + +# for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: +# btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] + +# name = 'CMS_btag_%s' % shift +# if 'stats' in shift: +# name += '_2018' + +# nuisances['btag_shape_%s' % shift] = { +# 'name' : name, +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, btag_syst) for skey in mc), +# } + +# ##### Trigger Scale Factors + +# trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + +# nuisances['trigg'] = { +# 'name' : 'CMS_eff_hwwtrigger_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, trig_syst) for skey in mc) +# } + +# ##### Electron Efficiency and energy scale + +# nuisances['eff_e'] = { +# 'name' : 'CMS_eff_e_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_e'] = { +# 'name' : 'CMS_eff_ttHMVA_e_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +# } + +# nuisances['electronpt'] = { +# 'name' : 'CMS_scale_e_2018', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'ElepTup', +# 'mapDown' : 'ElepTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('ElepTup_suffix'), +# 'folderDown' : makeMCDirectory('ElepTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Muon Efficiency and energy scale + +# nuisances['eff_m'] = { +# 'name' : 'CMS_eff_m_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +# } + +# nuisances['eff_ttHMVA_m'] = { +# 'name' : 'CMS_eff_ttHMVA_m_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +# } + +# nuisances['muonpt'] = { +# 'name' : 'CMS_scale_m_2018', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'MupTup', +# 'mapDown' : 'MupTdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('MupTup_suffix'), +# 'folderDown' : makeMCDirectory('MupTdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### Jet energy scale +# jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] + +# for js in jes_systs: + +# nuisances[js] = { +# 'name' : 'CMS_scale_' + js.replace("JES","j_"), +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : js + 'up', +# 'mapDown' : js + 'do', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), +# 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), +# 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], +# 'AsLnN' : '0' +# } + +# ##### Jet energy resolution +# nuisances['JER'] = { +# 'name' : 'CMS_res_j_2018', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'JERup', +# 'mapDown' : 'JERdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('JERup_suffix'), +# 'folderDown': makeMCDirectory('JERdo_suffix'), +# 'AsLnN' : '0' +# } + +# ##### MET unclustered energy + +# # metUp.PuppiMET_pt_METup +# nuisances['met'] = { +# 'name' : 'CMS_scale_met_2018', +# 'kind' : 'suffix', +# 'type' : 'shape', +# 'mapUp' : 'METup', +# 'mapDown' : 'METdo', +# 'samples' : dict((skey, ['1', '1']) for skey in mc), +# 'folderUp' : makeMCDirectory('METup_suffix'), +# 'folderDown': makeMCDirectory('METdo_suffix'), +# 'AsLnN' : '0' +# } + + +# ##### Pileup + +# # puWeight_UL2018 +# nuisances['PU'] = { +# 'name' : 'CMS_pileup_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], +# 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], +# 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], +# 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], +# 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], +# 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], +# 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], +# 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], +# 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], +# 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], +# }, +# 'AsLnN' : '0', +# } + +# ### PU ID SF uncertainty + +# # puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] +# puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +# nuisances['jetPUID'] = { +# 'name' : 'CMS_eff_j_PUJET_id_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, puid_syst) for skey in mc) +# } + +# ### PS and UE + +# nuisances['PS_ISR'] = { +# 'name' : 'PS_WH_hww_ISR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['PS_FSR'] = { +# 'name' : 'PS_WH_hww_FSR', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), +# 'AsLnN' : '0', +# } + +# nuisances['UE_CP5'] = { +# 'name' : 'CMS_WH_hww_UE', +# 'skipCMS' : 1, +# 'type' : 'lnN', +# 'samples' : dict((skey, '1.015') for skey in mc), +# } + +# # Charge flip efficiency +# nuisances['chargeFlipEff'] = { +# 'name' : 'CMS_whss_chargeFlipEff_2018', +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# # Charge flip: uncertainty on opposite sign processes not affected by charge-flip +# nuisances['chargeFlip_syst'] = { +# 'name' : 'CMS_ChargeFlip_syst', +# 'type' : 'lnN', +# 'samples' : { +# 'ChargeFlip' : '1.10', +# }, +# 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)], +# } + +# ## Top pT reweighting uncertainty + +# nuisances['TopPtRew'] = { +# 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty +# 'kind' : 'weight', +# 'type' : 'shape', +# 'samples' : { +# 'top': ["1.", "1./Top_pTrw"] +# }, +# 'symmetrize' : True +# } + +# nuisances['VgStar'] = { +# 'name' : 'CMS_hww_VgStarScale', +# 'type' : 'lnN', +# 'samples' : { +# 'VgS' : '1.25' +# } +# } + +# nuisances['Vg'] = { +# 'name' : 'CMS_hww_VgScale', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.25' +# } +# } + +# ###### pdf uncertainties + +# valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') +# valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') +# valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_gg'] = { +# 'name' : 'pdf_Higgs_gg', +# 'samples' : { +# 'ggH_hww' : valuesggh, +# 'ggH_htt' : valuesggh, +# 'ggZH_hww' : valuesggzh, +# 'bbH_hww' : valuesbbh, +# }, +# 'type' : 'lnN', +# } + +# # For ttH, we need to use 1./values +# values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) + +# nuisances['pdf_Higgs_ttH'] = { +# 'name' : 'pdf_Higgs_ttH', +# 'samples' : { +# 'ttH_hww': values, +# }, +# 'type' : 'lnN', +# } + +# valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') + +# nuisances['pdf_Higgs_qqbar'] = { +# 'name' : 'pdf_Higgs_qqbar', +# 'type' : 'lnN', +# 'samples': { +# 'qqH_hww' : valuesqqh, +# 'qqH_htt' : valuesqqh, +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus': valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus': valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh +# }, +# } + +# nuisances['pdf_qqbar'] = { +# 'name' : 'pdf_qqbar', +# 'type' : 'lnN', +# 'samples' : { +# 'Vg' : '1.04', +# 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# # 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# 'VgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 +# }, +# } + +# nuisances['pdf_gg'] = { +# 'name': 'pdf_WH_hww_gg', +# 'type': 'lnN', +# 'samples': { +# 'ggWW' : '1.05', +# }, +# } + +# nuisances['pdf_Higgs_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', +# 'samples' : { +# 'ggH_hww' : '1.006', +# 'ggH_htt' : '1.006', +# 'ggZH_hww' : '1.006', +# 'bbH_hww' : '1.006' +# }, +# 'type' : 'lnN', +# } +# nuisances['pdf_gg_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_gg_ACCEPT', +# 'samples' : { +# 'ggWW' : '1.006', +# }, +# 'type' : 'lnN', +# } + +# nuisances['pdf_Higgs_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.002', +# 'qqH_htt' : '1.002', +# 'WH_hww_plus' : '1.003', +# 'WH_hww_minus': '1.003', +# 'WH_htt_plus' : '1.003', +# 'WH_htt_minus': '1.003', +# 'ZH_hww' : '1.002', +# 'ZH_htt' : '1.002', +# }, +# } + +# nuisances['pdf_qqbar_ACCEPT'] = { +# 'name' : 'pdf_WH_hww_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'ZZ' : '1.001', +# # 'WZ' : '1.001', +# }, +# } + +# ##### Renormalization & factorization scales + +# ## Shape nuisance due to QCD scale variations for DY +# ## LHE scale variation weights (w_var / w_nominal) + +# ## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) +# variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] + +# # nuisances['QCDscale_V'] = { +# # 'name' : 'QCDscale_V', +# # 'skipCMS' : 1, +# # 'kind' : 'weight_envelope', +# # 'type' : 'shape', +# # 'samples' : { +# # 'DY' : variations +# # }, +# # 'AsLnN' : '0' +# # } + +# nuisances['QCDscale_VV'] = { +# 'name' : 'QCDscale_VV', +# 'kind' : 'weight_envelope', +# 'type' : 'shape', +# 'samples' : { +# 'WW' : variations, +# 'Vg' : variations, +# 'ZZ' : variations, +# 'WZ' : variations, +# 'VgS' : variations, +# } +# } + +# nuisances['QCDscale_ggVV'] = { +# 'name' : 'QCDscale_ggVV', +# 'type' : 'lnN', +# 'samples' : { +# 'ggWW' : '1.15', +# }, +# } + +# #### QCD scale uncertainties for Higgs signals other than ggH + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') + +# nuisances['QCDscale_qqH'] = { +# 'name' : 'QCDscale_qqH', +# 'samples' : { +# 'qqH_hww' : values, +# 'qqH_htt' : values, +# }, +# 'type' : 'lnN' +# } + +# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') +# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') + +# nuisances['QCDscale_VH'] = { +# 'name' : 'QCDscale_VH', +# 'samples' : { +# 'WH_hww_plus' : valueswh, +# 'WH_hww_minus' : valueswh, +# 'WH_htt_plus' : valueswh, +# 'WH_htt_minus' : valueswh, +# 'ZH_hww' : valueszh, +# 'ZH_htt' : valueszh, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') + +# nuisances['QCDscale_ggZH'] = { +# 'name' : 'QCDscale_ggZH', +# 'samples' : { +# 'ggZH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') + +# nuisances['QCDscale_ttH'] = { +# 'name' : 'QCDscale_ttH', +# 'samples' : { +# 'ttH_hww' : values, +# }, +# 'type' : 'lnN', +# } + +# nuisances['QCDscale_WWewk'] = { +# 'name' : 'QCDscale_WWewk', +# 'samples' : { +# 'WWewk' : '1.11', +# }, +# 'type' : 'lnN' +# } + +# nuisances['QCDscale_qqbar_ACCEPT'] = { +# 'name' : 'QCDscale_qqbar_ACCEPT', +# 'type' : 'lnN', +# 'samples' : { +# 'qqH_hww' : '1.003', +# 'qqH_htt' : '1.003', +# 'WH_hww_plus' : '1.010', +# 'WH_hww_minus' : '1.010', +# 'WH_htt_plus' : '1.010', +# 'WH_htt_minus' : '1.010', +# 'ZH_hww' : '1.015', +# 'ZH_htt' : '1.015', +# } +# } + +# # FIXME: these come from HIG-16-042, maybe should be recomputed? +# nuisances['QCDscale_gg_ACCEPT'] = { +# 'name' : 'QCDscale_gg_ACCEPT', +# 'samples' : { +# 'ggH_htt' : '1.012', +# 'ggH_hww' : '1.012', +# 'ggZH_hww' : '1.012', +# 'ggWW' : '1.012', +# }, +# 'type' : 'lnN', +# } + +# # WZ normalization from control region +# nuisances['WZ2jnorm'] = { +# 'name' : 'CMS_hww_WZ3l2jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '2j' in cut], +# } + +# nuisances['WZ1jnorm'] = { +# 'name' : 'CMS_hww_WZ3l1jnorm', +# 'samples' : { +# 'WZ' : '1.00', +# }, +# 'type' : 'rateParam', +# 'cuts' : [cut for cut in cuts if '1j' in cut], +# } + +# # WZ migration from W+Z to W-Z +# nuisances['WZ2j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ2jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['WZ1j_charge_migration'] = { +# 'name' : 'CMS_hww_WZ1jchargemigration', +# 'samples' : { +# 'WZ' : '1.02', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# # Nonprompt leptons normalization per category +# nuisances['CMS_WH_hww_fake_syst_2jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_plus_lowpt_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_plus_lowpt_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_plus_lowpt_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_plus_lowpt_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_plus_lowpt_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_plus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_plus_lowpt_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_plus_pt2lt20', +# ], +# } + + +# nuisances['CMS_WH_hww_fake_syst_2jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jee_minus_lowpt_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jem_minus_lowpt_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_2jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_2jmm_minus_lowpt_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_2j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jee_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jee_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jee_minus_lowpt_2018', +# 'samples' : { +# 'Fake_ee' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jem_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jem_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jem_minus_lowpt_2018', +# 'samples' : { +# 'Fake_em' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20', +# ], +# } + +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2ge20', +# ], +# } +# nuisances['CMS_WH_hww_fake_syst_1jmm_minus_lowpt'] = { +# 'name' : 'CMS_WH_hww_fake_syst_1jmm_minus_lowpt_2018', +# 'samples' : { +# 'Fake_mm' : '1.50', +# }, +# 'type' : 'lnN', +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZeto_mm_1j_minus_pt2lt20', +# ], +# } + +# End of Nonprompt leptons normalization per category + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/3l/Full2018_v9/plot.py b/ControlRegions/3l/Full2018_v9/plot.py new file mode 100644 index 00000000..b620aa28 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/plot.py @@ -0,0 +1,306 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW'] # , 'ggWW', 'WWewk'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +# groupPlot['Zg'] = { +# 'nameHR' : "Z#gamma", +# 'isSignal' : 0, +# 'color' : 810, # kOrange + 10 +# 'samples' : ['Zg'] +# } + +# groupPlot['ZgS'] = { +# 'nameHR' : "Z#gamma*", +# 'isSignal' : 0, +# 'color' : 617, +# 'samples' : ['ZgS'] +# } + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + 'color' : 859, + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_hww','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +# plot['Wg'] = { +# 'color' : 859, # kAzure -1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +# plot['Zg'] = { +# 'color' : 859, # kAzure -1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +# plot['WgS'] = { +# 'color' : 859, # kAzure -1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +# plot['ZgS'] = { +# 'color' : 617, # kViolet + 1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } + +plot['ZZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138*1.12 # NLO -> NNLO k-factor! +} + +plot['VVV'] = { + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_minus'] = { + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake'] = { + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 59.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/3l/Full2018_v9/repeat.sh b/ControlRegions/3l/Full2018_v9/repeat.sh new file mode 100644 index 00000000..7bc54e34 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/3l_2018_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/3l_2018_v9/rootFile/mkShapes__3l_2018_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/3l_2018_v9/rootFile/mkShapes__3l_2018_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/3l/Full2018_v9/samples.py b/ControlRegions/3l/Full2018_v9/samples.py new file mode 100644 index 00000000..4c3cdf68 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/samples.py @@ -0,0 +1,395 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL18_106x_nAODv9_Full2018v9/MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9{var}' +fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['A','Run2018A-UL2018-v1'], + ['B','Run2018B-UL2018-v1'], + ['C','Run2018C-UL2018-v1'], + ['D','Run2018D-UL2018-v1'], +] + +DataSets = ['MuonEG','SingleMuon','EGamma','DoubleMuon'] + +DataTrig = { + 'MuonEG' : 'Trigger_ElMu' , + 'DoubleMuon' : '!Trigger_ElMu && Trigger_dblMu' , + 'SingleMuon' : '!Trigger_ElMu && !Trigger_dblMu && Trigger_sngMu' , + 'EGamma' : '!Trigger_ElMu && !Trigger_dblMu && !Trigger_sngMu && (Trigger_sngEl || Trigger_dblEl)' , +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeightMatched = 'XSWeight*SFweight*PromptGenLepMatch3l*METFilter_MC' + +########################################### +############# BACKGROUNDS ############### +########################################### + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeightMatched + '*nllW*ewknloW', + 'FilesPerJob': 4, +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + +# ######## Wg ######## +# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + +# samples['Wg'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', +# 'FilesPerJob': 8, +# } + + +# ######## Zg ######## +# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +# samples['Zg'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', +# 'FilesPerJob': 4, +# } + +# ######## WgS ######## +# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ +# nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +# samples['WgS'] = { +# 'name': files, +# 'weight': mcCommonWeightMatched + ' * (gstarLow * 0.94)', +# 'FilesPerJob': 4, +# } +# addSampleWeight(samples, 'WgS', 'Wg_AMCNLOFXFX_01J', '(Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1)') +# addSampleWeight(samples, 'WgS', 'WZTo3LNu_mllmin0p1', '(Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666)') + + +# ######## ZgS ######## +# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +# samples['ZgS'] = { +# 'name': files, +# 'weight': mcCommonWeightMatched + '*(Gen_ZGstar_mass > 0)', +# 'FilesPerJob': 4, +# } +# addSampleWeight(samples, 'ZgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 1, +} + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWWTo2L2Nu_WToLNu_M125'), + # 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWWTo2L2Nu_WToLNu_M125'), + # 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 10, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if ( ('DoubleMuon' in pd and 'Run2018B' in sd) + or ('DoubleMuon' in pd and 'Run2018D' in sd) + or ('SingleMuon' in pd and 'Run2018A' in sd) + or ('SingleMuon' in pd and 'Run2018B' in sd) + or ('SingleMuon' in pd and 'Run2018C' in sd)): + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if ( ('DoubleMuon' in pd and 'Run2018B' in sd) + or ('DoubleMuon' in pd and 'Run2018D' in sd) + or ('SingleMuon' in pd and 'Run2018A' in sd) + or ('SingleMuon' in pd and 'Run2018B' in sd) + or ('SingleMuon' in pd and 'Run2018C' in sd)): + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/3l/Full2018_v9/structure.py b/ControlRegions/3l/Full2018_v9/structure.py new file mode 100644 index 00000000..04315d30 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/structure.py @@ -0,0 +1,127 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +# structure['Zg'] = { +# 'isSignal' : 0, +# 'isData' : 0 +# } + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +# structure['ZgS'] = { +# 'isSignal' : 0, +# 'isData' : 0 +# } + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['Fake'] = { + 'isSignal' : 0, + 'isData' : 0 +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/ControlRegions/3l/Full2018_v9/variables.py b/ControlRegions/3l/Full2018_v9/variables.py new file mode 100644 index 00000000..ccbcbbc1 --- /dev/null +++ b/ControlRegions/3l/Full2018_v9/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{#ell #ell}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From b33aebcb5f744c42e643ac22260b2de6a47e2119 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 16:51:32 +0200 Subject: [PATCH 13/44] 3l control region 2017 --- ControlRegions/3l/Full2017_v9/README.md | 117 ++++++ ControlRegions/3l/Full2017_v9/aliases.py | 337 ++++++++++++++++++ .../3l/Full2017_v9/configuration.py | 105 ++++++ ControlRegions/3l/Full2017_v9/cuts.py | 46 +++ ControlRegions/3l/Full2017_v9/nuisances.py | 118 ++++++ ControlRegions/3l/Full2017_v9/plot.py | 264 ++++++++++++++ ControlRegions/3l/Full2017_v9/repeat.sh | 38 ++ ControlRegions/3l/Full2017_v9/samples.py | 332 +++++++++++++++++ ControlRegions/3l/Full2017_v9/structure.py | 121 +++++++ ControlRegions/3l/Full2017_v9/variables.py | 285 +++++++++++++++ 10 files changed, 1763 insertions(+) create mode 100644 ControlRegions/3l/Full2017_v9/README.md create mode 100644 ControlRegions/3l/Full2017_v9/aliases.py create mode 100644 ControlRegions/3l/Full2017_v9/configuration.py create mode 100644 ControlRegions/3l/Full2017_v9/cuts.py create mode 100644 ControlRegions/3l/Full2017_v9/nuisances.py create mode 100644 ControlRegions/3l/Full2017_v9/plot.py create mode 100644 ControlRegions/3l/Full2017_v9/repeat.sh create mode 100644 ControlRegions/3l/Full2017_v9/samples.py create mode 100644 ControlRegions/3l/Full2017_v9/structure.py create mode 100644 ControlRegions/3l/Full2017_v9/variables.py diff --git a/ControlRegions/3l/Full2017_v9/README.md b/ControlRegions/3l/Full2017_v9/README.md new file mode 100644 index 00000000..830ccadd --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/README.md @@ -0,0 +1,117 @@ +# Three leptons control region + +This configuration plots control distributions for the three-leptons phase space + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/3l/Full2017_v9/aliases.py b/ControlRegions/3l/Full2017_v9/aliases.py new file mode 100644 index 00000000..0cf5e2c9 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/aliases.py @@ -0,0 +1,337 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/3l/Full2017_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # Full2017_v9 +configurations = os.path.dirname(configurations) # 3l +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_82 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +aliases['LepWPCut'] = { + 'expr' : 'LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) \ + && ((abs(Lepton_pdgId[2])==13 && Muon_mvaTTH[Lepton_muonIdx[2]]>0.82) || (abs(Lepton_pdgId[2])==11 && Lepton_mvaTTH_UL[2]>0.90)) )', + 'samples' : mc + ['DATA'] +} + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr' : 'LepSF3l__ele_'+eleWP+'__mu_'+muWP, + 'samples' : mc +} + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2017\", 3, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2017\", 3, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2017\", 3, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2017\", 3, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2017\", 3, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr' : 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr' : 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr' : 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +#################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL17 +#################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1355' +bWP_medium_deepB = '0.4506' +bWP_tight_deepB = '0.7738' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0532' +bWP_medium_deepFlavB = '0.3040' +bWP_tight_deepFlavB = '0.7476' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2017', 'jesBBEC1', 'jesBBEC1_2017', 'jesEC2', + 'jesEC2_2017', 'jesFlavorQCD', 'jesHF', 'jesHF_2017', 'jesRelativeBal', + 'jesRelativeSample_2017']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2017', 'jesBBEC1', 'jesBBEC1_2017', 'jesEC2', + 'jesEC2_2017', 'jesFlavorQCD', 'jesHF', 'jesHF_2017', 'jesRelativeBal', + 'jesRelativeSample_2017', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch3l matches to *any* gen lepton) +aliases['PromptGenLepMatch3l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0) * Alt(Lepton_promptgenmatched, 2, 0)', + 'samples': mc +} + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + # 'expr': ' * '.join(['SFweight3l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF_loose', 'btagSF', 'LepWPttHMVASF']), + 'expr': ' * '.join(['SFweight3l', 'LepWPCut', 'LepWPSF', 'Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'samples': mc +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF3l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF3l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_3l:TriggerSFWeight_3l_u:TriggerSFWeight_3l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_3l_u/TriggerSFWeight_3l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_3l_d/TriggerSFWeight_3l', + 'samples': mc +} + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2017/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2017/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2017/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/3l/Full2017_v9/configuration.py b/ControlRegions/3l/Full2017_v9/configuration.py new file mode 100644 index 00000000..d35bc7c4 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for charge asymmetry WH3l analysis using the UL 2017 dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/SS/Full2018_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # 3l +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = '3l_2017_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L514 (519, 589, 660, 729, 798) +# 4.803371586 + 9.574029838 + 4.247792714 + 9.314581016 + 13.53990537 = 41.479680524 +lumi = 41.48 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/3l/Full2017_v9/cuts.py b/ControlRegions/3l/Full2017_v9/cuts.py new file mode 100644 index 00000000..40670a46 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/cuts.py @@ -0,0 +1,46 @@ +# cuts + +cuts = {} + +# MinIf$( WH3l_mOSll[], WH3l_mOSll[Iteration$] > 0) > 12 +# Alt(WH3l_mOSll,0,9999) > 12 && Alt(WH3l_mOSll,1,9999) > 12 && Alt(WH3l_mOSll,2,9999) > 12 \ + +preselections = '(nLepton>=3 && Alt(Lepton_pt,3,0)<10) \ + && Alt(Lepton_pt,0,0)>25 \ + && Alt(Lepton_pt,1,0)>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && Alt(Lepton_pt,2,0)>10 \ + && (WH3l_mOSll[0] < 0 || WH3l_mOSll[0] > 12) \ + && (WH3l_mOSll[1] < 0 || WH3l_mOSll[1] > 12) \ + && (WH3l_mOSll[2] < 0 || WH3l_mOSll[2] > 12) \ + && abs(WH3l_chlll) == 1 \ + && bVeto \ + ' + +## Signal region + +# SSSF +cuts['wh3l_13TeV_sssf'] = { + 'expr' : 'WH3l_flagOSSF == 0 && Alt(CleanJet_pt, 0, 0) < 30', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# OSSF +cuts['wh3l_13TeV_ossf'] = { + 'expr' : 'WH3l_flagOSSF == 1 && WH3l_ZVeto > 20 && PuppiMET_pt > 40 && Alt(CleanJet_pt, 0, 0) < 30', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# 11 = e +# 13 = mu +# 15 = tau diff --git a/ControlRegions/3l/Full2017_v9/nuisances.py b/ControlRegions/3l/Full2017_v9/nuisances.py new file mode 100644 index 00000000..2686505e --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/nuisances.py @@ -0,0 +1,118 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9' +fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2017', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.009') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + + +# Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/3l/Full2017_v9/plot.py b/ControlRegions/3l/Full2017_v9/plot.py new file mode 100644 index 00000000..1336ad05 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/plot.py @@ -0,0 +1,264 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW'] # , 'ggWW', 'WWewk'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['Vg'] = { + 'nameHR' : "W#gamma", + 'isSignal' : 0, + 'color' : 859, + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_hww','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'color' : 617, # kViolet + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['ZZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138*1.12 # NLO -> NNLO k-factor! +} + +plot['VVV'] = { + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_minus'] = { + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake'] = { + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 41.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/3l/Full2017_v9/repeat.sh b/ControlRegions/3l/Full2017_v9/repeat.sh new file mode 100644 index 00000000..6d5b8951 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/3l_2017_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/3l_2017_v9/rootFile/mkShapes__3l_2017_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/3l_2017_v9/rootFile/mkShapes__3l_2017_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/3l/Full2017_v9/samples.py b/ControlRegions/3l/Full2017_v9/samples.py new file mode 100644 index 00000000..b3a2c0c7 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/samples.py @@ -0,0 +1,332 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL17_106x_nAODv9_Full2017v9/MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__l2tightOR2017v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9{var}' +fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['B','Run2017B-UL2017-v1'], + ['C','Run2017C-UL2017-v1'], + ['D','Run2017D-UL2017-v1'], + ['E','Run2017E-UL2017-v1'], + ['F','Run2017F-UL2017-v1'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeightMatched = 'XSWeight*SFweight*PromptGenLepMatch3l*METFilter_MC' + +########################################### +############# BACKGROUNDS ############### +########################################### + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeightMatched + '*nllW*ewknloW', + 'FilesPerJob': 4, +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 1, +} + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + # 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWWTo2L2Nu_WTo2L_M125'), + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + # 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWWTo2L2Nu_WTo2L_M125'), + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 10, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/3l/Full2017_v9/structure.py b/ControlRegions/3l/Full2017_v9/structure.py new file mode 100644 index 00000000..6e7afcc8 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/structure.py @@ -0,0 +1,121 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['Fake'] = { + 'isSignal' : 0, + 'isData' : 0 +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} + + + + diff --git a/ControlRegions/3l/Full2017_v9/variables.py b/ControlRegions/3l/Full2017_v9/variables.py new file mode 100644 index 00000000..ccbcbbc1 --- /dev/null +++ b/ControlRegions/3l/Full2017_v9/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{#ell #ell}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From f4c690df4735d8a62d88d3808865400427f15c24 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 16:57:30 +0200 Subject: [PATCH 14/44] 3l control region 2016noHIPM --- ControlRegions/3l/2016noHIPM/README.md | 117 ++++++ ControlRegions/3l/2016noHIPM/aliases.py | 338 +++++++++++++++ ControlRegions/3l/2016noHIPM/configuration.py | 105 +++++ ControlRegions/3l/2016noHIPM/cuts.py | 46 +++ ControlRegions/3l/2016noHIPM/nuisances.py | 112 +++++ ControlRegions/3l/2016noHIPM/plot.py | 264 ++++++++++++ ControlRegions/3l/2016noHIPM/repeat.sh | 38 ++ ControlRegions/3l/2016noHIPM/samples.py | 387 ++++++++++++++++++ ControlRegions/3l/2016noHIPM/structure.py | 121 ++++++ ControlRegions/3l/2016noHIPM/variables.py | 285 +++++++++++++ 10 files changed, 1813 insertions(+) create mode 100644 ControlRegions/3l/2016noHIPM/README.md create mode 100644 ControlRegions/3l/2016noHIPM/aliases.py create mode 100644 ControlRegions/3l/2016noHIPM/configuration.py create mode 100644 ControlRegions/3l/2016noHIPM/cuts.py create mode 100644 ControlRegions/3l/2016noHIPM/nuisances.py create mode 100644 ControlRegions/3l/2016noHIPM/plot.py create mode 100644 ControlRegions/3l/2016noHIPM/repeat.sh create mode 100644 ControlRegions/3l/2016noHIPM/samples.py create mode 100644 ControlRegions/3l/2016noHIPM/structure.py create mode 100644 ControlRegions/3l/2016noHIPM/variables.py diff --git a/ControlRegions/3l/2016noHIPM/README.md b/ControlRegions/3l/2016noHIPM/README.md new file mode 100644 index 00000000..830ccadd --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/README.md @@ -0,0 +1,117 @@ +# Three leptons control region + +This configuration plots control distributions for the three-leptons phase space + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/3l/2016noHIPM/aliases.py b/ControlRegions/3l/2016noHIPM/aliases.py new file mode 100644 index 00000000..b667a15d --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/aliases.py @@ -0,0 +1,338 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/3l/2017noHIPM_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2016noHIPM_v9 +configurations = os.path.dirname(configurations) # 3l +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x_tthmva_82 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight80x' + +aliases['LepWPCut'] = { + 'expr' : 'LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) \ + && ((abs(Lepton_pdgId[2])==13 && Muon_mvaTTH[Lepton_muonIdx[2]]>0.82) || (abs(Lepton_pdgId[2])==11 && Lepton_mvaTTH_UL[2]>0.90)) )', + 'samples' : mc + ['DATA'] +} + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr' : 'LepSF3l__ele_'+eleWP+'__mu_'+muWP, + 'samples' : mc +} + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr' : 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr' : 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr' : 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +########################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL16postVFP +########################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1918' +bWP_medium_deepB = '0.5847' +bWP_tight_deepB = '0.8767' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0480' +bWP_medium_deepFlavB = '0.2489' +bWP_tight_deepFlavB = '0.6377' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch3l matches to *any* gen lepton) +aliases['PromptGenLepMatch3l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0) * Alt(Lepton_promptgenmatched, 2, 0)', + 'samples': mc +} + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + # 'expr': ' * '.join(['SFweight3l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF_loose', 'btagSF', 'LepWPttHMVASF']), + 'expr': ' * '.join(['SFweight3l', 'LepWPCut', 'LepWPSF', 'Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'samples': mc +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF3l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF3l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_3l:TriggerSFWeight_3l_u:TriggerSFWeight_3l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_3l_u/TriggerSFWeight_3l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_3l_d/TriggerSFWeight_3l', + 'samples': mc +} + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016noHIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016noHIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/3l/2016noHIPM/configuration.py b/ControlRegions/3l/2016noHIPM/configuration.py new file mode 100644 index 00000000..46c39c66 --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for charge asymmetry WH3l analysis using the UL 2016noHIPM dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/3l/Full2018_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # 3l +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = '3l_2016noHIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) +# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 +lumi = 16.81 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/3l/2016noHIPM/cuts.py b/ControlRegions/3l/2016noHIPM/cuts.py new file mode 100644 index 00000000..40670a46 --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/cuts.py @@ -0,0 +1,46 @@ +# cuts + +cuts = {} + +# MinIf$( WH3l_mOSll[], WH3l_mOSll[Iteration$] > 0) > 12 +# Alt(WH3l_mOSll,0,9999) > 12 && Alt(WH3l_mOSll,1,9999) > 12 && Alt(WH3l_mOSll,2,9999) > 12 \ + +preselections = '(nLepton>=3 && Alt(Lepton_pt,3,0)<10) \ + && Alt(Lepton_pt,0,0)>25 \ + && Alt(Lepton_pt,1,0)>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && Alt(Lepton_pt,2,0)>10 \ + && (WH3l_mOSll[0] < 0 || WH3l_mOSll[0] > 12) \ + && (WH3l_mOSll[1] < 0 || WH3l_mOSll[1] > 12) \ + && (WH3l_mOSll[2] < 0 || WH3l_mOSll[2] > 12) \ + && abs(WH3l_chlll) == 1 \ + && bVeto \ + ' + +## Signal region + +# SSSF +cuts['wh3l_13TeV_sssf'] = { + 'expr' : 'WH3l_flagOSSF == 0 && Alt(CleanJet_pt, 0, 0) < 30', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# OSSF +cuts['wh3l_13TeV_ossf'] = { + 'expr' : 'WH3l_flagOSSF == 1 && WH3l_ZVeto > 20 && PuppiMET_pt > 40 && Alt(CleanJet_pt, 0, 0) < 30', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# 11 = e +# 13 = mu +# 15 = tau diff --git a/ControlRegions/3l/2016noHIPM/nuisances.py b/ControlRegions/3l/2016noHIPM/nuisances.py new file mode 100644 index 00000000..6af5b4c8 --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/nuisances.py @@ -0,0 +1,112 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2016', + 'type' : 'lnN', + 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + + +# Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/3l/2016noHIPM/plot.py b/ControlRegions/3l/2016noHIPM/plot.py new file mode 100644 index 00000000..f747921f --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/plot.py @@ -0,0 +1,264 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW'] # , 'ggWW', 'WWewk'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + 'color' : 810, # kOrange + 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_hww','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'color' : 617, # kViolet + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['ZZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138*1.12 # NLO -> NNLO k-factor! +} + +plot['VVV'] = { + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_minus'] = { + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake'] = { + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 16.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/3l/2016noHIPM/repeat.sh b/ControlRegions/3l/2016noHIPM/repeat.sh new file mode 100644 index 00000000..cd682fcd --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/3l_2016noHIPM_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/3l_2016noHIPM_v9/rootFile/mkShapes__3l_2016noHIPM_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/3l_2016noHIPM_v9/rootFile/mkShapes__3l_2016noHIPM_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/3l/2016noHIPM/samples.py b/ControlRegions/3l/2016noHIPM/samples.py new file mode 100644 index 00000000..2070f1a0 --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/samples.py @@ -0,0 +1,387 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_noHIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['F','Run2016F-UL2016-v1'], + ['G','Run2016G_UL2016-v1'], + ['H','Run2016H_UL2016-v1'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeightMatched = 'XSWeight*SFweight*PromptGenLepMatch3l*METFilter_MC' + +########################################### +############# BACKGROUNDS ############### +########################################### + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeightMatched + '*nllW*ewknloW', + 'FilesPerJob': 4, +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + +# ######## Wg ######## +# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + +# samples['Wg'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', +# 'FilesPerJob': 8, +# } + + +# ######## Zg ######## +# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +# samples['Zg'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', +# 'FilesPerJob': 4, +# } + +# ######## WgS ######## +# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ +# nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +# samples['WgS'] = { +# 'name': files, +# 'weight': mcCommonWeightMatched + ' * (gstarLow * 0.94)', +# 'FilesPerJob': 4, +# } +# addSampleWeight(samples, 'WgS', 'Wg_AMCNLOFXFX_01J', '(Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1)') +# addSampleWeight(samples, 'WgS', 'WZTo3LNu_mllmin0p1', '(Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666)') + + +# ######## ZgS ######## +# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +# samples['ZgS'] = { +# 'name': files, +# 'weight': mcCommonWeightMatched + '*(Gen_ZGstar_mass > 0)', +# 'FilesPerJob': 4, +# } +# addSampleWeight(samples, 'ZgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 1, +} + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + # 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWWTo2L2Nu_WTo2L_M125'), + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + # 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWWTo2L2Nu_WTo2L_M125'), + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 10, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleMuon' in pd and 'Run2016G' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleMuon' in pd and 'Run2016G' in sd: + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/3l/2016noHIPM/structure.py b/ControlRegions/3l/2016noHIPM/structure.py new file mode 100644 index 00000000..6e7afcc8 --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/structure.py @@ -0,0 +1,121 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['Fake'] = { + 'isSignal' : 0, + 'isData' : 0 +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} + + + + diff --git a/ControlRegions/3l/2016noHIPM/variables.py b/ControlRegions/3l/2016noHIPM/variables.py new file mode 100644 index 00000000..ccbcbbc1 --- /dev/null +++ b/ControlRegions/3l/2016noHIPM/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{#ell #ell}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From 9b23322c0097f633667e4f5a65cea8ed43fe21ce Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 14 Aug 2025 17:04:11 +0200 Subject: [PATCH 15/44] 3l control region 2016HIPM --- ControlRegions/3l/2016HIPM/README.md | 117 ++++++ ControlRegions/3l/2016HIPM/aliases.py | 338 +++++++++++++++++ ControlRegions/3l/2016HIPM/configuration.py | 105 ++++++ ControlRegions/3l/2016HIPM/cuts.py | 46 +++ ControlRegions/3l/2016HIPM/nuisances.py | 112 ++++++ ControlRegions/3l/2016HIPM/plot.py | 264 +++++++++++++ ControlRegions/3l/2016HIPM/repeat.sh | 38 ++ ControlRegions/3l/2016HIPM/samples.py | 390 ++++++++++++++++++++ ControlRegions/3l/2016HIPM/structure.py | 121 ++++++ ControlRegions/3l/2016HIPM/variables.py | 285 ++++++++++++++ 10 files changed, 1816 insertions(+) create mode 100644 ControlRegions/3l/2016HIPM/README.md create mode 100644 ControlRegions/3l/2016HIPM/aliases.py create mode 100644 ControlRegions/3l/2016HIPM/configuration.py create mode 100644 ControlRegions/3l/2016HIPM/cuts.py create mode 100644 ControlRegions/3l/2016HIPM/nuisances.py create mode 100644 ControlRegions/3l/2016HIPM/plot.py create mode 100644 ControlRegions/3l/2016HIPM/repeat.sh create mode 100644 ControlRegions/3l/2016HIPM/samples.py create mode 100644 ControlRegions/3l/2016HIPM/structure.py create mode 100644 ControlRegions/3l/2016HIPM/variables.py diff --git a/ControlRegions/3l/2016HIPM/README.md b/ControlRegions/3l/2016HIPM/README.md new file mode 100644 index 00000000..830ccadd --- /dev/null +++ b/ControlRegions/3l/2016HIPM/README.md @@ -0,0 +1,117 @@ +# Three leptons control region + +This configuration plots control distributions for the three-leptons phase space + +The instructions to run the analysis follow. + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd ../../../mkShapesRDF/ + + source start.sh + + cd - + +### Produce distributions using mkShapesMulti.py in batch mode + +Compile the configuration. Do it after every change to any file in this directory: + + mkShapesRDF -c 1 + +Produce histograms using batch: + + mkShapesRDF -c 1 -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Merge rootfiles: + + mkShapesRDF -o 2 -f . + +Plot distributions: + + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + +### Perform goodness of fit test + +Create datacards: + + mkDatacards + +Produce workspaces: + + mkdir -p GoF + + cd GoF/ + + VARIABLE=mjj + FINAL_STATE=mm_2j_SS_CR_plus + OUT_NAME=_${FINAL_STATE}_${VARIABLE} + + combineTool.py -M T2W -m 125 \ + -o datacard.root \ + -i ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.txt \ + --channel-masks \ + -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel \ + --PO 'map=.*/WH_h.*_plus:r_WH[1,-10.0,10.0]' \ + --PO 'map=.*/WH_h.*_minus:r_WH[1,-10.0,10.0]' + +Perform fit on real data: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Produce toys based on the predictions: + + combineTool.py -M GoodnessOfFit ../datacards/hww2l2v_13TeV_WH_SS_${FINAL_STATE}_pt2ge20/${VARIABLE}/datacard.root \ + --algo=saturated \ + -t 1 \ + -s 0:10:1 \ + --dry-run \ + --job-mode=condor \ + --setParameters r_WH=1 \ + --setParameterRanges r_WH=-5,5 \ + --redefineSignalPOIs r_WH \ + -n ${OUT_NAME} + +Modify the sh file in order to submit 10 jobs running the 100 toys + + sed -i 's/-t 1/-t 10/g' condor_combine_task.sh + +If you run on the KIT machines, remember to adapt the submission file to the HTCondor requirements, by adding these lines to the top of `condor_combine_task.sub`: + + text_to_add=$'universe = container\ncontainer_image = /cvmfs/unpacked.cern.ch/registry.hub.docker.com/cverstege/alma9-gridjob:latest' + + printf "%s\n" "$text_to_add" | cat - condor_combine_task.sub > temp && mv temp condor_combine_task.sub + +Submit the jobs to condor + + condor_submit condor_combine_task.sub + +Once all jobs are done, merge the output and plot the results: + + hadd -f higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.*.root + + combineTool.py -M CollectGoodnessOfFit --input higgsCombine${OUT_NAME}.GoodnessOfFit.mH120.root higgsCombine_${OUT_NAME}.GoodnessOfFit.mH120.toys.root -m 125 -o GoF_${OUT_NAME}.json + + plotGof.py GoF_${OUT_NAME}.json --statistic saturated --mass 120.0 -o GoF_${OUT_NAME} --title-right=${OUT_NAME} --range 0 200 + +Clean the mess: + + rm combine* + rm condor* + rm higgsCombine* diff --git a/ControlRegions/3l/2016HIPM/aliases.py b/ControlRegions/3l/2016HIPM/aliases.py new file mode 100644 index 00000000..8b6ecfe7 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/aliases.py @@ -0,0 +1,338 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/3l/2016HIPM_v9/ + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2016HIPM_v9 +configurations = os.path.dirname(configurations) # 3l +configurations = os.path.dirname(configurations) # ControlRegions +configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x_tthmva_82 +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight80x' + +aliases['LepWPCut'] = { + 'expr' : 'LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight80x*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) \ + && ((abs(Lepton_pdgId[2])==13 && Muon_mvaTTH[Lepton_muonIdx[2]]>0.82) || (abs(Lepton_pdgId[2])==11 && Lepton_mvaTTH_UL[2]>0.90)) )', + 'samples' : mc + ['DATA'] +} + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr' : 'LepSF3l__ele_'+eleWP+'__mu_'+muWP, + 'samples' : mc +} + +# ttHMVA SFs and uncertainties +aliases['LepWPttHMVASF'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016HIPM\", 3, \"all\", \"nominal\",\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016HIPM\", 3, \"all\", \"eleUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016HIPM\", 3, \"all\", \"eleDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + +aliases['LepWPttHMVASFMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016HIPM\", 3, \"all\", \"muUp\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} +aliases['LepWPttHMVASFMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016HIPM\", 3, \"all\", \"muDown\" ,\"{configurations}/WH_chargeAsymmetry/UL/data/\");')"], + 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'samples' : mc +} + + +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/utils/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatEleUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + +aliases['fakeWStatMuUp'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'linesToAdd' : [f'#include "{configurations}/utils/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}/ControlRegions/SS/\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] +} + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr' : 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr' : 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr' : 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +########################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL16postVFP +########################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1918' +bWP_medium_deepB = '0.5847' +bWP_tight_deepB = '0.8767' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0480' +bWP_medium_deepFlavB = '0.2489' +bWP_tight_deepFlavB = '0.6377' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + 'samples': mc +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'samples': mc +} + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + 'samples' : mc + } + +for shift in ['jesAbsolute', 'jesAbsolute_2016', 'jesBBEC1', 'jesBBEC1_2016', 'jesEC2', + 'jesEC2_2016', 'jesFlavorQCD', 'jesHF', 'jesHF_2016', 'jesRelativeBal', + 'jesRelativeSample_2016', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch3l matches to *any* gen lepton) +aliases['PromptGenLepMatch3l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0) * Alt(Lepton_promptgenmatched, 2, 0)', + 'samples': mc +} + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + # 'expr': ' * '.join(['SFweight3l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF_loose', 'btagSF', 'LepWPttHMVASF']), + 'expr': ' * '.join(['SFweight3l', 'LepWPCut', 'LepWPSF', 'Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'samples': mc +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__Up', + 'samples': mc +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF3l__ele_'+eleWP+'__Do', + 'samples': mc +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF3l__mu_'+muWP+'__Up', + 'samples': mc +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF3l__mu_'+muWP+'__Do', + 'samples': mc +} + +# TriggerSFWeight_3l:TriggerSFWeight_3l_u:TriggerSFWeight_3l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_3l_u/TriggerSFWeight_3l', + 'samples': mc +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_3l_d/TriggerSFWeight_3l', + 'samples': mc +} + +# Evaluate BDT discriminant +aliases['BDT_WHSS_TopSemileptonic_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/ControlRegions/SS/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_OSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016HIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} + +aliases['BDT_WH3l_SSSF_new_v9'] = { + 'linesToAdd' : ['#include "%s/ControlRegions/SS/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/ControlRegions/SS/data/BDT/2016HIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', + 'samples' : mc + ['DATA','Fake'], +} diff --git a/ControlRegions/3l/2016HIPM/configuration.py b/ControlRegions/3l/2016HIPM/configuration.py new file mode 100644 index 00000000..c31e788b --- /dev/null +++ b/ControlRegions/3l/2016HIPM/configuration.py @@ -0,0 +1,105 @@ +# Configuration file for charge asymmetry WH3l analysis using the UL 2016HIPM dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/ControlRegions/3l/Full2018_v9/ + +configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 +configurations_nuisance = os.path.dirname(configurations_nuisance) # 3l +configurations_nuisance = os.path.dirname(configurations_nuisance) # ControlRegions + +# Tag used to identify the configuration folder version +tag = '3l_2016HIPM_v9' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + +# Path to ouput folder +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) +# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 +lumi = 16.81 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/ControlRegions/3l/2016HIPM/cuts.py b/ControlRegions/3l/2016HIPM/cuts.py new file mode 100644 index 00000000..40670a46 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/cuts.py @@ -0,0 +1,46 @@ +# cuts + +cuts = {} + +# MinIf$( WH3l_mOSll[], WH3l_mOSll[Iteration$] > 0) > 12 +# Alt(WH3l_mOSll,0,9999) > 12 && Alt(WH3l_mOSll,1,9999) > 12 && Alt(WH3l_mOSll,2,9999) > 12 \ + +preselections = '(nLepton>=3 && Alt(Lepton_pt,3,0)<10) \ + && Alt(Lepton_pt,0,0)>25 \ + && Alt(Lepton_pt,1,0)>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && Alt(Lepton_pt,2,0)>10 \ + && (WH3l_mOSll[0] < 0 || WH3l_mOSll[0] > 12) \ + && (WH3l_mOSll[1] < 0 || WH3l_mOSll[1] > 12) \ + && (WH3l_mOSll[2] < 0 || WH3l_mOSll[2] > 12) \ + && abs(WH3l_chlll) == 1 \ + && bVeto \ + ' + +## Signal region + +# SSSF +cuts['wh3l_13TeV_sssf'] = { + 'expr' : 'WH3l_flagOSSF == 0 && Alt(CleanJet_pt, 0, 0) < 30', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# OSSF +cuts['wh3l_13TeV_ossf'] = { + 'expr' : 'WH3l_flagOSSF == 1 && WH3l_ZVeto > 20 && PuppiMET_pt > 40 && Alt(CleanJet_pt, 0, 0) < 30', + 'categories' : { + 'plus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + 'minus_pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', + # 'plus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]<20', + } +} + +# 11 = e +# 13 = mu +# 15 = tau diff --git a/ControlRegions/3l/2016HIPM/nuisances.py b/ControlRegions/3l/2016HIPM/nuisances.py new file mode 100644 index 00000000..35358750 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/nuisances.py @@ -0,0 +1,112 @@ +import sys + +nuisances = {} + +mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2016', + 'type' : 'lnN', + 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + +### Fakes + +# Per lepton +nuisances['fake_ele'] = { + 'name' : 'CMS_WH_hww_fake_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + + +nuisances['fake_mu'] = { + 'name' : 'CMS_WH_hww_fake_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_m_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + + +# Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/ControlRegions/3l/2016HIPM/plot.py b/ControlRegions/3l/2016HIPM/plot.py new file mode 100644 index 00000000..83fc4ecc --- /dev/null +++ b/ControlRegions/3l/2016HIPM/plot.py @@ -0,0 +1,264 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +groupPlot['Fake'] = { + 'nameHR' : 'Non-prompt', + 'isSignal' : 0, + 'color' : 921, # kGray + 1 + 'samples' : ['Fake'] +} + +groupPlot['WW'] = { + 'nameHR' : 'WW', + 'isSignal' : 0, + 'color' : 851, # kAzure -9 + 'samples' : ['WW'] # , 'ggWW', 'WWewk'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + 'color' : 810, # kOrange + 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Higgs'] = { + 'nameHR' : 'Higgs', + 'isSignal' : 0, + 'color' : 632, # kRed + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_hww','qqH_htt','ZH_htt'] +} + +groupPlot['WH_minus'] = { + 'nameHR' : 'W^{-} H (x 10)', + 'isSignal' : 2, + 'color' : 600, # kBlue + 'samples' : ['WH_hww_minus','WH_htt_minus'] +} + +groupPlot['WH_plus'] = { + 'nameHR' : 'W^{+} H (x 10)', + 'isSignal' : 2, + 'color' : 632, # kRed + 'samples' : ['WH_hww_plus', 'WH_htt_plus'] +} + + +# keys here must match keys in samples.py + +plot = {} + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'color' : 851, # kAzure -9 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Vg'] = { + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'color' : 617, # kViolet + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['ZZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138*1.12 # NLO -> NNLO k-factor! +} + +plot['VVV'] = { + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +# HWW + +plot['ggH_hww'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_minus'] = { + 'color' : 600, # kBlue + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'color' : 632+2, # kRed+2 + 'isSignal' : 1, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake'] = { + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 19.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/ControlRegions/3l/2016HIPM/repeat.sh b/ControlRegions/3l/2016HIPM/repeat.sh new file mode 100644 index 00000000..c61d0f87 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/repeat.sh @@ -0,0 +1,38 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + +# Site definition +hostname=$(uname -a | awk '{print $2}') + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/3l_2016HIPM_v9/${SAMPLE}/ +cp ../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py + +if [[ "$hostname" == *portal* || "$hostname" == *bms* ]]; then + echo "We are at KIT" + cp output.root /ceph/${USER}/mkShapesRDF_rootfiles/3l_2016HIPM_v9/rootFile/mkShapes__3l_2016HIPM_v9__ALL__${SAMPLE}.root +else + echo "We are on lxplus" + cp output.root /eos/user/${USER:0:1}/${USER}/mkShapesRDF_rootfiles/3l_2016HIPM_v9/rootFile/mkShapes__3l_2016HIPM_v9__ALL__${SAMPLE}.root +fi + +rm output.root diff --git a/ControlRegions/3l/2016HIPM/samples.py b/ControlRegions/3l/2016HIPM/samples.py new file mode 100644 index 00000000..226df0c2 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/samples.py @@ -0,0 +1,390 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_HIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' +dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' +mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' +fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['B','Run2016B-ver1_HIPM_UL2016-v2'], + ['B','Run2016B-ver2_HIPM_UL2016-v2'], + ['C','Run2016C-HIPM_UL2016-v2'], + ['D','Run2016D-HIPM_UL2016-v2'], + ['E','Run2016E-HIPM_UL2016-v2'], + ['F','Run2016F-HIPM_UL2016-v2'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeightMatched = 'XSWeight*SFweight*PromptGenLepMatch3l*METFilter_MC' + +########################################### +############# BACKGROUNDS ############### +########################################### + +##### Top ####### +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + +###### WW ######## +samples['WW'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), + 'weight': mcCommonWeightMatched + '*nllW*ewknloW', + 'FilesPerJob': 4, +} + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + +# ######## Wg ######## +# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + +# samples['Wg'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', +# 'FilesPerJob': 8, +# } + + +# ######## Zg ######## +# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +# samples['Zg'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass <= 0)', +# 'FilesPerJob': 4, +# } + +# ######## WgS ######## +# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ +# nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +# samples['WgS'] = { +# 'name': files, +# 'weight': mcCommonWeightMatched + ' * (gstarLow * 0.94)', +# 'FilesPerJob': 4, +# } +# addSampleWeight(samples, 'WgS', 'Wg_AMCNLOFXFX_01J', '(Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1)') +# addSampleWeight(samples, 'WgS', 'WZTo3LNu_mllmin0p1', '(Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666)') + + +# ######## ZgS ######## +# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +# samples['ZgS'] = { +# 'name': files, +# 'weight': mcCommonWeightMatched + '*(Gen_ZGstar_mass > 0)', +# 'FilesPerJob': 4, +# } +# addSampleWeight(samples, 'ZgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched, + 'FilesPerJob': 1, +} + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeightMatched + ' * (gstarHigh)', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + # 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWWTo2L2Nu_WTo2L_M125'), + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + # 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWWTo2L2Nu_WTo2L_M125'), + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 4, +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 20, +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 10, +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +samples['Fake'] = { + 'name': [], + 'weight': 'METFilter_DATA*fakeW', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v2','v3') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(fakeDirectory, tag_data) + + samples['Fake']['name'].extend(files) + addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v2','v3') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/ControlRegions/3l/2016HIPM/structure.py b/ControlRegions/3l/2016HIPM/structure.py new file mode 100644 index 00000000..6e7afcc8 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/structure.py @@ -0,0 +1,121 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0 +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['Fake'] = { + 'isSignal' : 0, + 'isData' : 0 +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} + + + + diff --git a/ControlRegions/3l/2016HIPM/variables.py b/ControlRegions/3l/2016HIPM/variables.py new file mode 100644 index 00000000..ccbcbbc1 --- /dev/null +++ b/ControlRegions/3l/2016HIPM/variables.py @@ -0,0 +1,285 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +variables['events'] = { + 'name' : '1', + 'range' : (1,0,2), + 'xaxis' : 'events', + 'fold' : 3 +} + +################### +# Control variables +################### + +variables['BDTG6_TT'] = { + 'name' : 'BDT_WHSS_TopSemileptonic_v9', + 'range' : (40,-1,1), + 'xaxis' : 'BDT discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_OSSF_new_v9'] = { + 'name' : 'BDT_WH3l_OSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['BDT_WH3l_SSSF_new_v9'] = { + 'name' : 'BDT_WH3l_SSSF_new_v9', + 'range' : (40,-1.,1.), + 'xaxis' : 'MVA discriminant', + 'fold' : 3, +} + +variables['pt1'] = { + 'name' : 'Lepton_pt[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['pt2'] = { + 'name' : 'Lepton_pt[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['conept1'] = { + 'name' : 'Lepton_conept[0]', + 'range' : (30,0,150), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 0 +} + +variables['conept2'] = { + 'name' : 'Lepton_conept[1]', + 'range' : (30,0,100), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 +} + +variables['eta1'] = { + 'name' : 'Lepton_eta[0]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 1st lep', + 'fold' : 3 +} + +variables['eta2'] = { + 'name' : 'Lepton_eta[1]', + 'range' : (50,-2.5,2.5), + 'xaxis' : '#eta 2nd lep', + 'fold' : 3 +} + +variables['detall'] = { + 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', + 'range' : (20,0.,5.), + 'xaxis' : '#Delta#eta_{#ell #ell}', + 'fold' : 3 +} + +variables['dphill'] = { + 'name' : 'abs(dphill)', + 'range' : (20, 0,3.2), + 'xaxis' : '#Delta#phi_{ll}', + 'fold' : 3 +} + +variables['drll'] = { + 'name' : 'abs(drll)', + 'range' : (20, 0,5.), + 'xaxis' : '#Delta#R_{ll}', + 'fold' : 3 +} + +variables['mll'] = { + 'name' : 'mll', + 'range' : (25, 0,250), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 0 +} + +variables['ptll'] = { + 'name' : 'ptll', + 'range' : (20, 0,200), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 0 +} + + +variables['jetpt1'] = { + 'name' : 'CleanJet_pt[0]*(CleanJet_pt[0]>30)', + 'range' : (40,0,400), + 'xaxis' : 'p_{T} 1st jet', + 'fold' : 2 +} + +variables['jetpt2'] = { + 'name' : 'CleanJet_pt[1]*(CleanJet_pt[1]>30)', + 'range' : (40,0,200), + 'xaxis' : 'p_{T} 2nd jet', + 'fold' : 0 +} + +variables['jeteta1'] = { + 'name' : 'CleanJet_eta[0]*(CleanJet_pt[0]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 1st jet', + 'fold' : 2 +} + +variables['jeteta2'] = { + 'name' : 'CleanJet_eta[1]*(CleanJet_pt[1]>30)', + 'range' : (50,-5,5), + 'xaxis' : '#eta 2nd jet', + 'fold' : 0 +} + +variables['detajj'] = { + 'name' : 'abs(CleanJet_eta[0] - CleanJet_eta[1])*(CleanJet_pt[1]>30)', + 'range' : (20,0.,10.), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 +} + +variables['dphijj'] = { + 'name' : 'dphijj', + 'range' : (20,0,3.2), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 +} + +variables['mjj'] = { + 'name' : 'mjj*(CleanJet_pt[1]>30)', + 'range' : (20,0,1000), + 'xaxis' : 'm_{jj} [GeV]', + 'fold' : 3 +} + + +variables['puppimet'] = { + 'name' : 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'PUPPI met [GeV]', + 'fold' : 3 +} + + +variables['mlljj20'] = { + 'name' : 'mlljj20_whss', + 'range' : (20,0,1000), + 'xaxis' : 'mlljj20 [GeV]', + 'fold' : 3 +} + +variables['mth'] = { + 'name' : 'mth', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{H} [GeV]', + 'fold' : 0 +} + +variables['mtw1'] = { + 'name' : 'mtw1', + 'range' : (50,0,250), + 'xaxis' : 'm_{T}^{W_{1}} [GeV]', + 'fold' : 3 +} + +variables['mtw2'] = { + 'name' : 'mtw2', + 'range' : (50,0,200), + 'xaxis' : 'm_{T}^{W_{2}} [GeV]', + 'fold' : 3 +} + +variables['dphilljet'] = { + 'name' : 'dphilljet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljet', + 'fold' : 3 +} + +variables['dphilljetjet'] = { + 'name' : 'dphilljetjet*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilljetjet', + 'fold' : 3 +} + +variables['dphilmet'] = { + 'name' : 'dphilmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet', + 'fold' : 3 +} + +variables['dphilmet2'] = { + 'name' : 'dphilmet2', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilmet2', + 'fold' : 3 +} + +variables['dphillmet'] = { + 'name' : 'dphillmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphillmet', + 'fold' : 3 +} + +variables['dphilep1jet1'] = { + 'name' : 'dphilep1jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet1', + 'fold' : 3 +} + +variables['dphilep1jet2'] = { + 'name' : 'dphilep1jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphilep2jet1'] = { + 'name' : 'dphilep2jet1', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep2jet1', + 'fold' : 3 +} + +variables['dphilep2jet2'] = { + 'name' : 'dphilep2jet2*(CleanJet_pt[1]>30)', + 'range' : (20,0,3.2), + 'xaxis' : 'dphilep1jet2', + 'fold' : 3 +} + +variables['dphijjmet'] = { + 'name' : 'dphijjmet', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijjmet', + 'fold' : 3 +} + +variables['ht'] = { + 'name' : 'ht', + 'range' : (30,0,1500), + 'xaxis' : 'ht [GeV]', + 'fold' : 3 +} + +variables['dphijet1met'] = { + 'name' : 'dphijet1met', + 'range' : (20,0,3.2), + 'xaxis' : 'dphijet1met', + 'fold' : 3 +} From 3829c4acba418d2e3415a25c2f3335b0e2adf73f Mon Sep 17 00:00:00 2001 From: Nicolo Trevisani Date: Fri, 15 Aug 2025 10:29:39 +0200 Subject: [PATCH 16/44] renaming 2016 directories --- ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/README.md | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/aliases.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/configuration.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/cuts.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/nuisances.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/plot.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/repeat.sh | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/samples.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/structure.py | 0 ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/variables.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/README.md | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/aliases.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/configuration.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/cuts.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/nuisances.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/plot.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/repeat.sh | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/samples.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/structure.py | 0 ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/variables.py | 0 20 files changed, 0 insertions(+), 0 deletions(-) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/README.md (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/aliases.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/configuration.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/cuts.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/nuisances.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/plot.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/repeat.sh (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/samples.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/structure.py (100%) rename ControlRegions/SS/{2016HIPM => 2016HIPM_v9}/variables.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/README.md (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/aliases.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/configuration.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/cuts.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/nuisances.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/plot.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/repeat.sh (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/samples.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/structure.py (100%) rename ControlRegions/SS/{2016noHIPM => 2016noHIPM_v9}/variables.py (100%) diff --git a/ControlRegions/SS/2016HIPM/README.md b/ControlRegions/SS/2016HIPM_v9/README.md similarity index 100% rename from ControlRegions/SS/2016HIPM/README.md rename to ControlRegions/SS/2016HIPM_v9/README.md diff --git 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ControlRegions/SS/2016HIPM/plot.py rename to ControlRegions/SS/2016HIPM_v9/plot.py diff --git a/ControlRegions/SS/2016HIPM/repeat.sh b/ControlRegions/SS/2016HIPM_v9/repeat.sh similarity index 100% rename from ControlRegions/SS/2016HIPM/repeat.sh rename to ControlRegions/SS/2016HIPM_v9/repeat.sh diff --git a/ControlRegions/SS/2016HIPM/samples.py b/ControlRegions/SS/2016HIPM_v9/samples.py similarity index 100% rename from ControlRegions/SS/2016HIPM/samples.py rename to ControlRegions/SS/2016HIPM_v9/samples.py diff --git a/ControlRegions/SS/2016HIPM/structure.py b/ControlRegions/SS/2016HIPM_v9/structure.py similarity index 100% rename from ControlRegions/SS/2016HIPM/structure.py rename to ControlRegions/SS/2016HIPM_v9/structure.py diff --git a/ControlRegions/SS/2016HIPM/variables.py b/ControlRegions/SS/2016HIPM_v9/variables.py similarity index 100% rename from ControlRegions/SS/2016HIPM/variables.py rename to ControlRegions/SS/2016HIPM_v9/variables.py diff --git a/ControlRegions/SS/2016noHIPM/README.md b/ControlRegions/SS/2016noHIPM_v9/README.md similarity index 100% rename from ControlRegions/SS/2016noHIPM/README.md rename to ControlRegions/SS/2016noHIPM_v9/README.md diff --git a/ControlRegions/SS/2016noHIPM/aliases.py b/ControlRegions/SS/2016noHIPM_v9/aliases.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/aliases.py rename to ControlRegions/SS/2016noHIPM_v9/aliases.py diff --git a/ControlRegions/SS/2016noHIPM/configuration.py b/ControlRegions/SS/2016noHIPM_v9/configuration.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/configuration.py rename to ControlRegions/SS/2016noHIPM_v9/configuration.py diff --git a/ControlRegions/SS/2016noHIPM/cuts.py b/ControlRegions/SS/2016noHIPM_v9/cuts.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/cuts.py rename to ControlRegions/SS/2016noHIPM_v9/cuts.py diff --git a/ControlRegions/SS/2016noHIPM/nuisances.py b/ControlRegions/SS/2016noHIPM_v9/nuisances.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/nuisances.py rename to ControlRegions/SS/2016noHIPM_v9/nuisances.py diff --git a/ControlRegions/SS/2016noHIPM/plot.py b/ControlRegions/SS/2016noHIPM_v9/plot.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/plot.py rename to ControlRegions/SS/2016noHIPM_v9/plot.py diff --git a/ControlRegions/SS/2016noHIPM/repeat.sh b/ControlRegions/SS/2016noHIPM_v9/repeat.sh similarity index 100% rename from ControlRegions/SS/2016noHIPM/repeat.sh rename to ControlRegions/SS/2016noHIPM_v9/repeat.sh diff --git a/ControlRegions/SS/2016noHIPM/samples.py b/ControlRegions/SS/2016noHIPM_v9/samples.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/samples.py rename to ControlRegions/SS/2016noHIPM_v9/samples.py diff --git a/ControlRegions/SS/2016noHIPM/structure.py b/ControlRegions/SS/2016noHIPM_v9/structure.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/structure.py rename to ControlRegions/SS/2016noHIPM_v9/structure.py diff --git a/ControlRegions/SS/2016noHIPM/variables.py b/ControlRegions/SS/2016noHIPM_v9/variables.py similarity index 100% rename from ControlRegions/SS/2016noHIPM/variables.py rename to ControlRegions/SS/2016noHIPM_v9/variables.py From 9a4e5f0307e7225e97ecd6be28e706fc751ed727 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Fri, 15 Aug 2025 16:27:43 +0200 Subject: [PATCH 17/44] fixing samples to plot DY and removing 3l cuts --- ControlRegions/SS/2016HIPM_v9/cuts.py | 20 ++++++++++---------- ControlRegions/SS/2016HIPM_v9/samples.py | 2 +- ControlRegions/SS/2016noHIPM_v9/cuts.py | 20 ++++++++++---------- ControlRegions/SS/2016noHIPM_v9/samples.py | 2 +- ControlRegions/SS/Full2017_v9/cuts.py | 20 ++++++++++---------- ControlRegions/SS/Full2017_v9/samples.py | 2 +- ControlRegions/SS/Full2018_v9/cuts.py | 20 ++++++++++---------- ControlRegions/SS/Full2018_v9/samples.py | 2 +- ControlRegions/SS/Full2018_v9/variables.py | 2 +- 9 files changed, 45 insertions(+), 45 deletions(-) diff --git a/ControlRegions/SS/2016HIPM_v9/cuts.py b/ControlRegions/SS/2016HIPM_v9/cuts.py index 5b25d208..9e364058 100644 --- a/ControlRegions/SS/2016HIPM_v9/cuts.py +++ b/ControlRegions/SS/2016HIPM_v9/cuts.py @@ -120,16 +120,16 @@ } -## SR 3 leptons: only 0 jet bin -cuts['hww2l2v_13TeV_WH_3l'] = { - 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', - 'categories' : { - 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - } -} +# ## SR 3 leptons: only 0 jet bin +# cuts['hww2l2v_13TeV_WH_3l'] = { +# 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', +# 'categories' : { +# 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# } +# } # mlljj20_whss: # inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) diff --git a/ControlRegions/SS/2016HIPM_v9/samples.py b/ControlRegions/SS/2016HIPM_v9/samples.py index d85551ed..39feb41a 100644 --- a/ControlRegions/SS/2016HIPM_v9/samples.py +++ b/ControlRegions/SS/2016HIPM_v9/samples.py @@ -125,7 +125,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): samples['DY'] = { 'name': files, - 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'weight': mcCommonWeight + '*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', 'FilesPerJob': 8, } diff --git a/ControlRegions/SS/2016noHIPM_v9/cuts.py b/ControlRegions/SS/2016noHIPM_v9/cuts.py index 5b25d208..9e364058 100644 --- a/ControlRegions/SS/2016noHIPM_v9/cuts.py +++ b/ControlRegions/SS/2016noHIPM_v9/cuts.py @@ -120,16 +120,16 @@ } -## SR 3 leptons: only 0 jet bin -cuts['hww2l2v_13TeV_WH_3l'] = { - 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', - 'categories' : { - 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - } -} +# ## SR 3 leptons: only 0 jet bin +# cuts['hww2l2v_13TeV_WH_3l'] = { +# 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', +# 'categories' : { +# 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# } +# } # mlljj20_whss: # inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) diff --git a/ControlRegions/SS/2016noHIPM_v9/samples.py b/ControlRegions/SS/2016noHIPM_v9/samples.py index 893e56cd..2a0de541 100644 --- a/ControlRegions/SS/2016noHIPM_v9/samples.py +++ b/ControlRegions/SS/2016noHIPM_v9/samples.py @@ -122,7 +122,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): samples['DY'] = { 'name': files, - 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'weight': mcCommonWeight + '*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', 'FilesPerJob': 8, } diff --git a/ControlRegions/SS/Full2017_v9/cuts.py b/ControlRegions/SS/Full2017_v9/cuts.py index 5b25d208..9e364058 100644 --- a/ControlRegions/SS/Full2017_v9/cuts.py +++ b/ControlRegions/SS/Full2017_v9/cuts.py @@ -120,16 +120,16 @@ } -## SR 3 leptons: only 0 jet bin -cuts['hww2l2v_13TeV_WH_3l'] = { - 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', - 'categories' : { - 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - } -} +# ## SR 3 leptons: only 0 jet bin +# cuts['hww2l2v_13TeV_WH_3l'] = { +# 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', +# 'categories' : { +# 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# } +# } # mlljj20_whss: # inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) diff --git a/ControlRegions/SS/Full2017_v9/samples.py b/ControlRegions/SS/Full2017_v9/samples.py index ec00bcde..31be4fe3 100644 --- a/ControlRegions/SS/Full2017_v9/samples.py +++ b/ControlRegions/SS/Full2017_v9/samples.py @@ -124,7 +124,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): samples['DY'] = { 'name': files, - 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'weight': mcCommonWeight + '*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', 'FilesPerJob': 8, } diff --git a/ControlRegions/SS/Full2018_v9/cuts.py b/ControlRegions/SS/Full2018_v9/cuts.py index 47084c96..22c5ebcb 100644 --- a/ControlRegions/SS/Full2018_v9/cuts.py +++ b/ControlRegions/SS/Full2018_v9/cuts.py @@ -121,16 +121,16 @@ } -## SR 3 leptons: only 0 jet bin -cuts['hww2l2v_13TeV_WH_3l'] = { - 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', - 'categories' : { - 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', - 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', - } -} +# ## SR 3 leptons: only 0 jet bin +# cuts['hww2l2v_13TeV_WH_3l'] = { +# 'expr' : 'nLepton>=3 && Alt(Lepton_pt,3,0)<10 && Alt(CleanJet_pt,0,0)<30 && (WH3l_mOSll[0]<0 || WH3l_mOSll[0]>12) && (WH3l_mOSll[1]<0 || WH3l_mOSll[1]>12) && (WH3l_mOSll[2]<0 || WH3l_mOSll[2]>12)', +# 'categories' : { +# 'sssf_plus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'sssf_minus_pt2ge20' : 'WH3l_flagOSSF == 0 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15', +# 'ossf_plus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]>0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# 'ossf_minus_pt2ge20' : 'WH3l_flagOSSF == 1 && abs(WH3l_chlll) == 1 && Lepton_pdgId[0]*Lepton_pdgId[1]*Lepton_pdgId[2]<0 && Lepton_pt[1]>=20 && Lepton_pt[2]>=15 && WH3l_ZVeto > 20 && PuppiMET_pt > 40', +# } +# } # mlljj20_whss: # inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) diff --git a/ControlRegions/SS/Full2018_v9/samples.py b/ControlRegions/SS/Full2018_v9/samples.py index 5384168c..529a581f 100644 --- a/ControlRegions/SS/Full2018_v9/samples.py +++ b/ControlRegions/SS/Full2018_v9/samples.py @@ -122,7 +122,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): samples['DY'] = { 'name': files, - 'weight': mcCommonWeight + '*(nLepton<3)*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'weight': mcCommonWeight + '*(abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 || abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', 'FilesPerJob': 8, } diff --git a/ControlRegions/SS/Full2018_v9/variables.py b/ControlRegions/SS/Full2018_v9/variables.py index d84d13d5..ccbcbbc1 100644 --- a/ControlRegions/SS/Full2018_v9/variables.py +++ b/ControlRegions/SS/Full2018_v9/variables.py @@ -81,7 +81,7 @@ variables['detall'] = { 'name' : 'abs(Lepton_eta[0] - Lepton_eta[1])', 'range' : (20,0.,5.), - 'xaxis' : '#Delta#eta_{jj}', + 'xaxis' : '#Delta#eta_{#ell #ell}', 'fold' : 3 } From c3bee7402f5e6f15850005c92172ff12868bbe7a Mon Sep 17 00:00:00 2001 From: Nicolo Trevisani Date: Fri, 15 Aug 2025 16:40:41 +0200 Subject: [PATCH 18/44] changing names --- ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/README.md | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/aliases.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/configuration.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/cuts.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/nuisances.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/plot.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/repeat.sh | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/samples.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/structure.py | 0 ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/variables.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/README.md | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/aliases.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/configuration.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/cuts.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/nuisances.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/plot.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/repeat.sh | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/samples.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/structure.py | 0 ControlRegions/3l/{2016noHIPM => 2016noHIPM_v9}/variables.py | 0 20 files changed, 0 insertions(+), 0 deletions(-) rename ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/README.md (100%) rename ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/aliases.py (100%) rename ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/configuration.py (100%) rename ControlRegions/3l/{2016HIPM => 2016HIPM_v9}/cuts.py (100%) rename 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b/ControlRegions/3l/2016noHIPM_v9/samples.py similarity index 100% rename from ControlRegions/3l/2016noHIPM/samples.py rename to ControlRegions/3l/2016noHIPM_v9/samples.py diff --git a/ControlRegions/3l/2016noHIPM/structure.py b/ControlRegions/3l/2016noHIPM_v9/structure.py similarity index 100% rename from ControlRegions/3l/2016noHIPM/structure.py rename to ControlRegions/3l/2016noHIPM_v9/structure.py diff --git a/ControlRegions/3l/2016noHIPM/variables.py b/ControlRegions/3l/2016noHIPM_v9/variables.py similarity index 100% rename from ControlRegions/3l/2016noHIPM/variables.py rename to ControlRegions/3l/2016noHIPM_v9/variables.py From 189dc012e4833e738e17d53d7c0bf8c377e1a03d Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 19 Aug 2025 16:28:08 +0200 Subject: [PATCH 19/44] Updated fake rates --- .../cut_Tight80x_tthmva_82/MuonFR_jet10.root | Bin 9777 -> 7200 bytes .../cut_Tight80x_tthmva_82/MuonFR_jet15.root | Bin 9777 -> 7198 bytes .../cut_Tight80x_tthmva_82/MuonFR_jet20.root | Bin 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Date: Tue, 19 Aug 2025 16:31:56 +0200 Subject: [PATCH 20/44] update cfg to use new fake rate --- .../UL/Full2018_v9/WHSS/aliases.py | 92 +++++---- .../UL/Full2018_v9/WHSS/configuration.py | 10 +- .../UL/Full2018_v9/WHSS/cuts.py | 84 +++----- .../UL/Full2018_v9/WHSS/nuisances.py | 183 +++--------------- .../UL/Full2018_v9/WHSS/plot.py | 66 ++----- .../UL/Full2018_v9/WHSS/samples.py | 9 + 6 files changed, 128 insertions(+), 316 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/aliases.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/aliases.py index 7d1f6aa7..5b421b1f 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/aliases.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # WHSS configurations = os.path.dirname(configurations) # Full2018_v9 @@ -69,80 +68,87 @@ } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': ['DY','ChargeFlip'], + 'samples' : ['DY','ChargeFlip'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd': ['#include "%s/macros/flipper_eff_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': ['DY','ChargeFlip'], + 'samples' : ['DY','ChargeFlip'], } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration.py index 08bba064..259d6beb 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py index 2d30dd5d..6ca99fa5 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py @@ -23,15 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -42,15 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -61,15 +49,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -83,15 +65,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -102,15 +78,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -121,15 +91,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -151,9 +115,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } @@ -164,9 +128,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py index 1f2ee96f..ecf92ca6 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py @@ -65,12 +65,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] +# Systematic uncertainty splitted into barrel and endcap, and per final state: 10% per bin nuisances['fake_syst_mm_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', 'kind' : 'weight', @@ -128,6 +129,28 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] } +# Overall 30% normalization: split per charge +nuisances['fake_syst_plus'] = { + 'name' : 'CMS_WH_hww_fake_syst_plus_2018', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake' : 1.3, + }, + 'cuts' : [cut for cut in cuts if ('_plus_' in cut)] +} +nuisances['fake_syst_minus'] = { + 'name' : 'CMS_WH_hww_fake_syst_minus_2018', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake' : 1.3, + }, + 'cuts' : [cut for cut in cuts if ('_minus_' in cut)] +} + + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2018', 'kind' : 'weight', @@ -682,158 +705,6 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if '1j' in cut], } -# Nonprompt leptons normalization from control region - split per charge -nuisances['Nonpromptee2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptee2jnorm_plus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptee2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptee2jnorm_minus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptee1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptee1jnorm_plus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptee1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptee1jnorm_minus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_minus_pt2ge20', - ], -} - - -nuisances['Nonpromptem2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptem2jnorm_plus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptem2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptem2jnorm_minus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptem1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptem1jnorm_plus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptem1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptem1jnorm_minus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_1j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptmm2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptmm2jnorm_plus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptmm2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptmm2jnorm_minus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptmm1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptmm1jnorm_plus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptmm1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptmm1jnorm_minus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_minus_pt2ge20', - ], -} - ## Use the following if you want to apply the automatic combine MC stat nuisances. nuisances['stat'] = { 'type' : 'auto', diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/plot.py index d8187402..2959e352 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/plot.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/plot.py @@ -54,46 +54,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, - 'color' : 617, - 'samples' : ['ZgS'] + 'color' : 412, # kGreen - 9 + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -162,32 +134,16 @@ 'scale' : 1.0 } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/samples.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/samples.py index 927b814e..b08c7c4c 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/samples.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/samples.py @@ -18,7 +18,14 @@ ###### Tree base directory for the site ###### ############################################## +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' limitFiles = -1 def makeMCDirectory(var=''): @@ -35,6 +42,8 @@ def makeMCDirectory(var=''): useXROOTD = True redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' def nanoGetSampleFiles(path, name): _files = s.searchFiles(path, name, redirector=redirector) From b9e208f32e31b9f92d0fb57957f87c729f7ccfd2 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Tue, 19 Aug 2025 16:32:58 +0200 Subject: [PATCH 21/44] fake rate evaluation macro to use cone pT and the same recoiling jet pT everywhere --- .../UL/macros/fake_rate_reader_class.cc | 420 ++++++++++-------- 1 file changed, 230 insertions(+), 190 deletions(-) diff --git a/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc b/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc index baa5e14d..352c0a0f 100644 --- a/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc +++ b/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc @@ -38,6 +38,7 @@ class fake_rate_reader{ fake_rate_reader( TString year , TString ele_WP, TString muon_WP, float ele_WP_number, float muon_WP_number, TString kind, uint nLeptons, TString electron_tight_charge, TString mkShapesRDF_base ); // std::tuple GetFR_2l( double pt1 , double eta1, double pdg1, double isTight1, double pt2 , double eta2, double pdg2, double isTight2); + std::tuple GetRate(TH2F* fake_rate_histo, double pt, double eta, double lepton_pt_max); float GetFR_2l( double pt1 , double eta1, double pdg1, double isTight1, double pt2 , double eta2, double pdg2, double isTight2, TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, TString stat); float GetFR_3l( double pt1 , double eta1, double pdg1, double isTight1, double pt2 , double eta2, double pdg2, double isTight2, double pt3 , double eta3, double pdg3, double isTight3, TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, TString stat); @@ -80,36 +81,36 @@ class fake_rate_reader{ int isTight_[3]; float operator()(RVecI Lepton_pdgId, - RVecF Lepton_pt, - RVecF Lepton_eta, - RVecI Lepton_isTightMuon_cut_Tight_HWWW, - RVecI Lepton_isTightElectron_mvaFall17V2Iso_WP90, - RVecF Lepton_mvaTTH_UL, - RVecF Muon_mvaTTH, - RVecI Lepton_muonIdx, - RVecF CleanJet_pt, - int nCleanJet - ){ + RVecF Lepton_pt, + RVecF Lepton_eta, + RVecI Lepton_isTightMuon_cut_Tight_HWWW, + RVecI Lepton_isTightElectron_mvaFall17V2Iso_WP90, + RVecF Lepton_mvaTTH_UL, + RVecF Muon_mvaTTH, + RVecI Lepton_muonIdx, + RVecF CleanJet_pt, + int nCleanJet + ){ double SF = 1.; isTight_[0] = 0; isTight_[1] = 0; isTight_[2] = 0; - + // Build tight lepton definitions for (unsigned int i = 0; i < nLeptons_ ; i++) { if (TMath::Abs(Lepton_pdgId[i]) == 11) if (Lepton_isTightElectron_mvaFall17V2Iso_WP90[i] == 1 && Lepton_mvaTTH_UL[i] > ele_WP_number_) - isTight_[i] = 1; + isTight_[i] = 1; if (TMath::Abs(Lepton_pdgId[i]) == 13) if (Lepton_isTightMuon_cut_Tight_HWWW[i] == 1 && Muon_mvaTTH[Lepton_muonIdx[i]] > muon_WP_number_) - isTight_[i] = 1; + isTight_[i] = 1; } - + // Case 2 leptons if (nLeptons_ == 2){ - + // Calculate the per-event fake rate float fakeWeight_2l0j = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -123,66 +124,73 @@ class fake_rate_reader{ Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); - float fakeWeight = fakeWeight_2l0j*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1j*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2j*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float fakeWeight = + // fakeWeight_2l0j*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1j*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2j*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + float fakeWeight = fakeWeight_2l1j; + if (kind_ == "nominal") return fakeWeight; - + // Calculate the per-event fake rate - EleUp if (kind_ == "EleUp"){ float fakeWeight_2l0jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_45_, fake_rate_muon_20_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_45_, fake_rate_muon_20_, "Nominal"); float fakeWeight_2l1jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); float fakeWeight_2l2jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); float fakeWeightEleUp = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float num = + // fakeWeight_2l0jElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + float num = fakeWeight_2l1jElUp; + fakeWeightEleUp = num / fakeWeight; } - + return fakeWeightEleUp; } - - + + // Calculate the per-event fake rate - EleDown if (kind_ == "EleDown"){ float fakeWeight_2l0jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_25_, fake_rate_muon_20_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_25_, fake_rate_muon_20_, "Nominal"); float fakeWeight_2l1jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); float fakeWeight_2l2jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); - + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); + float fakeWeightEleDown = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float num = + // fakeWeight_2l0jElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + float num = fakeWeight_2l1jElDown; + fakeWeightEleDown = num / fakeWeight; } - + return fakeWeightEleDown; } @@ -190,27 +198,29 @@ class fake_rate_reader{ // Calculate the per-event fake rate - MuUp if (kind_ == "MuUp"){ float fakeWeight_2l0jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_30_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_30_, "Nominal"); float fakeWeight_2l1jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); float fakeWeight_2l2jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); float fakeWeightMuUp = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + // float num = + // fakeWeight_2l0jMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + float num = fakeWeight_2l1jMuUp; fakeWeightMuUp = num / fakeWeight; } - + return fakeWeightMuUp; } @@ -218,24 +228,26 @@ class fake_rate_reader{ // Calculate the per-event fake rate - MuDown if (kind_ == "MuDown"){ float fakeWeight_2l0jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_10_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_10_, "Nominal"); float fakeWeight_2l1jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); float fakeWeight_2l2jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); float fakeWeightMuDown = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float num = + // fakeWeight_2l0jMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + float num = fakeWeight_2l1jMuDown; + fakeWeightMuDown = num / fakeWeight; } @@ -246,27 +258,30 @@ class fake_rate_reader{ // Calculate the per-event fake rate - StatEleUp if (kind_ == "StatEleUp"){ float fakeWeight_2l0jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_20_, "ElUp"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "ElUp"); float fakeWeight_2l1jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); float fakeWeight_2l2jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); float fakeWeightstatEleUp = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jstatElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jstatElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jstatElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float num = + // fakeWeight_2l0jstatElUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jstatElUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jstatElUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + float num = fakeWeight_2l1jstatElUp; + fakeWeightstatEleUp = num / fakeWeight; } - + return fakeWeightstatEleUp; } @@ -274,24 +289,26 @@ class fake_rate_reader{ // Calculate the per-event fake rate - StatEleDown if (kind_ == "StatEleDown"){ float fakeWeight_2l0jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_20_, "ElDown"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "ElDown"); float fakeWeight_2l1jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); float fakeWeight_2l2jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); float fakeWeightstatEleDown = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jstatElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jstatElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jstatElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + // float num = + // fakeWeight_2l0jstatElDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jstatElDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jstatElDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + float num = fakeWeight_2l1jstatElDown; fakeWeightstatEleDown = num / fakeWeight; } @@ -302,24 +319,27 @@ class fake_rate_reader{ // Calculate the per-event fake rate - StatMuUp if (kind_ == "StatMuUp"){ float fakeWeight_2l0jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_20_, "MuUp"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "MuUp"); float fakeWeight_2l1jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); float fakeWeight_2l2jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); float fakeWeightstatMuUp = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jstatMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jstatMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jstatMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float num = + // fakeWeight_2l0jstatMuUp*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jstatMuUp*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jstatMuUp*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + + float num = fakeWeight_2l1jstatMuUp; + fakeWeightstatMuUp = num / fakeWeight; } @@ -330,24 +350,26 @@ class fake_rate_reader{ // Calculate the per-event fake rate - StatMuDown if (kind_ == "StatMuDown"){ float fakeWeight_2l0jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_20_, "MuDown"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_20_, "MuDown"); float fakeWeight_2l1jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); float fakeWeight_2l2jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], - Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); + Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], + fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); float fakeWeightstatMuDown = 0.; if (fakeWeight != 0.){ - float num = fakeWeight_2l0jstatMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + - fakeWeight_2l1jstatMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || - (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + - fakeWeight_2l2jstatMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); - + // float num = + // fakeWeight_2l0jstatMuDown*( nCleanJet == 0 || CleanJet_pt[0] < 30) + + // fakeWeight_2l1jstatMuDown*((nCleanJet == 1 && CleanJet_pt[0] >= 30) || + // (nCleanJet > 1 && CleanJet_pt[0] >= 30 && CleanJet_pt[1] < 30)) + + // fakeWeight_2l2jstatMuDown*( nCleanJet > 1 && CleanJet_pt[1] >= 30); + float num = fakeWeight_2l1jstatMuDown; + fakeWeightstatMuDown = num / fakeWeight; } @@ -356,134 +378,136 @@ class fake_rate_reader{ else return -1; - } - - else if (nLeptons_ == 3){ - - // Calculate the per-event fake rate - float fakeWeight_3l = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], + } + + else if (nLeptons_ == 3){ + + // Calculate the per-event fake rate + float fakeWeight_3l = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); - - if (kind_ == "nominal") return fakeWeight_3l; - - // Calculate the per-event fake rate - EleUp - if (kind_ == "EleUp"){ + fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + + if (kind_ == "nominal") return fakeWeight_3l; + + // Calculate the per-event fake rate - EleUp + if (kind_ == "EleUp"){ float fakeWeight_3lElUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); + fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); + // fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); - float fakeWeightEleUp = fakeWeight_3lElUp / fakeWeight_3l; return fakeWeightEleUp; - } - - // Calculate the per-event fake rate - Eledown - if (kind_ == "EleDown"){ + } + + // Calculate the per-event fake rate - Eledown + if (kind_ == "EleDown"){ float fakeWeight_3lElDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); + fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); + // fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); - float fakeWeightEleDown = fakeWeight_3lElDown / fakeWeight_3l; return fakeWeightEleDown; - } - - // Calculate the per-event fake rate - MuUp - if (kind_ == "MuUp"){ + } + + // Calculate the per-event fake rate - MuUp + if (kind_ == "MuUp"){ float fakeWeight_3lMuUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); + - float fakeWeightMuUp = fakeWeight_3lMuUp / fakeWeight_3l; return fakeWeightMuUp; - } - - // Calculate the per-event fake rate - MuDown - if (kind_ == "MuDown"){ + } + + // Calculate the per-event fake rate - MuDown + if (kind_ == "MuDown"){ float fakeWeight_3lMuDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); - float fakeWeightMuDown = fakeWeight_3lMuDown / fakeWeight_3l; return fakeWeightMuDown; - } - - // Calculate the per-event fake rate - StatEleUp - if (kind_ == "StatEleUp"){ + } + + // Calculate the per-event fake rate - StatEleUp + if (kind_ == "StatEleUp"){ float fakeWeight_3lstatEleUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); + fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); + // fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); - float fakeWeightstatEleUp = fakeWeight_3lstatEleUp / fakeWeight_3l; return fakeWeightstatEleUp; - } - - // Calculate the per-event fake rate - StatEleDown - if (kind_ == "StatEleDown"){ + } + + // Calculate the per-event fake rate - StatEleDown + if (kind_ == "StatEleDown"){ float fakeWeight_3lstatEleDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); + fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); + // fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); - float fakeWeightstatEleDown = fakeWeight_3lstatEleDown / fakeWeight_3l; return fakeWeightstatEleDown; - } - - // Calculate the per-event fake rate - StatMuUp - if (kind_ == "StatMuUp"){ + } + + // Calculate the per-event fake rate - StatMuUp + if (kind_ == "StatMuUp"){ float fakeWeight_3lstatMuUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); + fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); + // fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); - float fakeWeightstatMuUp = fakeWeight_3lstatMuUp / fakeWeight_3l; return fakeWeightstatMuUp; - } - - // Calculate the per-event fake rate - StatMuDown - if (kind_ == "StatMuDown"){ + } + + // Calculate the per-event fake rate - StatMuDown + if (kind_ == "StatMuDown"){ float fakeWeight_3lstatMuDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); + fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); + // fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); - float fakeWeightstatMuDown = fakeWeight_3lstatMuDown / fakeWeight_3l; return fakeWeightstatMuDown; - } - - else{ + } + + else{ std::cout << "kind_ not known"< GetSF( double pt_in , double eta_in ); @@ -493,7 +517,7 @@ class fake_rate_reader{ // Read fake and prompt rate histograms fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_WP, float ele_WP_number, float muon_WP_number, TString kind, uint nLeptons, TString electron_tight_charge, TString mkShapesRDF_base ){ - + cout << "Year: " << year << endl; cout << "Ele WP: " << ele_WP << endl; cout << "Muon WP: " << muon_WP << endl; @@ -502,7 +526,7 @@ fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_ cout << "Kind: " << kind << endl; cout << "nLeptons: " << nLeptons << endl; cout << "Ele tight charge: " << electron_tight_charge << endl; - + year_ = year; ele_WP_ = ele_WP; muon_WP_ = muon_WP; @@ -593,9 +617,9 @@ fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_ // Get fake rate and its statistical uncertainty std::tuple fake_rate_reader::GetRate(TH2F* fake_rate_histo, - double pt, - double eta, - double lepton_pt_max){ + double pt, + double eta, + double lepton_pt_max){ double aeta = abs(eta); int nbinsx = fake_rate_histo->GetNbinsX(); @@ -689,6 +713,10 @@ fake_rate_reader::GetFR_2l( double pt1 , double eta1, double pdg1, double isTigh else if (stat == "MuDown") f2 = f2 - fE2; } + // std::cout << "Prompt rates = " << p1 << ", " << p2 << std::endl; + // std::cout << "Fake rates = " << f1 << ", " << f2 << std::endl; + + // Compute per-lepton probabilities int nTight = 0; if (isTight1 == 1){ @@ -726,6 +754,18 @@ fake_rate_reader::GetFR_2l( double pt1 , double eta1, double pdg1, double isTigh FP *= -1.; } + // std::cout << "nTight = " << nTight << std::endl; + + // std::cout << "prompt probability 1 = " << prompt_probability1 << std::endl; + // std::cout << "prompt probability 2 = " << prompt_probability2 << std::endl; + + // std::cout << "fake probability 1 = " << fake_probability1 << std::endl; + // std::cout << "fake probability 2 = " << fake_probability2 << std::endl; + + // std::cout << "PF = " << PF << std::endl; + // std::cout << "FP = " << FP << std::endl; + // std::cout << "FF = " << FF << std::endl; + float sf = PF + FP + FF; return sf; @@ -735,11 +775,11 @@ fake_rate_reader::GetFR_2l( double pt1 , double eta1, double pdg1, double isTigh // std::tuple float fake_rate_reader::GetFR_3l( double pt1 , double eta1, double pdg1, double isTight1, - double pt2 , double eta2, double pdg2, double isTight2, - double pt3 , double eta3, double pdg3, double isTight3, - TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, - TString stat - ){ + double pt2 , double eta2, double pdg2, double isTight2, + double pt3 , double eta3, double pdg3, double isTight3, + TH2F* fake_rate_ele_, TH2F* fake_rate_muon_, + TString stat + ){ double p1 = 1.; // leading lepton prompt rate double f1 = 0.; // leading lepton fake rate From 863dc908491c5d2794c4cfae77d05784d43fb5cc Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 09:58:15 +0200 Subject: [PATCH 22/44] Removing unused fake CR configs --- .../WHSS/configuration_1j_CR/README.md | 17 - .../WHSS/configuration_1j_CR/configuration.py | 99 ----- .../WHSS/configuration_1j_CR/cuts.py | 66 --- .../WHSS/configuration_1j_CR/plot.py | 299 ------------- .../WHSS/configuration_1j_CR/samples.py | 400 ------------------ .../WHSS/configuration_1j_CR/structure.py | 171 -------- .../WHSS/configuration_1j_mm_CR/README.md | 17 - .../configuration_1j_mm_CR/configuration.py | 99 ----- .../WHSS/configuration_1j_mm_CR/cuts.py | 37 -- .../WHSS/configuration_1j_mm_CR/plot.py | 356 ---------------- .../WHSS/configuration_1j_mm_CR/structure.py | 202 --------- .../WHSS/configuration_2j_CR/README.md | 17 - .../WHSS/configuration_2j_CR/configuration.py | 99 ----- .../WHSS/configuration_2j_CR/cuts.py | 65 --- .../WHSS/configuration_2j_CR/plot.py | 356 ---------------- .../WHSS/configuration_2j_CR/samples.py | 400 ------------------ .../WHSS/configuration_2j_CR/structure.py | 202 --------- .../WHSS/configuration_2j_mm_CR/README.md | 17 - .../configuration_2j_mm_CR/configuration.py | 99 ----- .../WHSS/configuration_2j_mm_CR/cuts.py | 37 -- .../WHSS/configuration_2j_mm_CR/plot.py | 356 ---------------- .../WHSS/configuration_2j_mm_CR/structure.py | 202 --------- 22 files changed, 3613 deletions(-) delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/samples.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/samples.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/structure.py diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/README.md b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/configuration.py deleted file mode 100644 index 3292fbe7..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/cuts.py deleted file mode 100644 index 9ff759bd..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/cuts.py +++ /dev/null @@ -1,66 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SS CR 1jet - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 1jet -cuts['hww2l2v_13TeV_WH_SS_DYee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/plot.py deleted file mode 100644 index 3474ac52..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/plot.py +++ /dev/null @@ -1,299 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (31.6778612999+313.554153169)/(26.9277000005+280.951504356) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (13.8422447313+159.019637682)/(11.7705334283+133.120233942) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -groupPlot = {} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/samples.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/samples.py deleted file mode 100644 index 3bd7cb46..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/samples.py +++ /dev/null @@ -1,400 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL18_106x_nAODv9_Full2018v9/MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' -dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' -mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9{var}' -fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['A','Run2018A-UL2018-v1'], - ['B','Run2018B-UL2018-v1'], - ['C','Run2018C-UL2018-v1'], - ['D','Run2018D-UL2018-v1'], -] - -DataSets = ['MuonEG','SingleMuon','EGamma','DoubleMuon'] - -DataTrig = { - 'MuonEG' : 'Trigger_ElMu' , - 'DoubleMuon' : '!Trigger_ElMu && Trigger_dblMu' , - 'SingleMuon' : '!Trigger_ElMu && !Trigger_dblMu && Trigger_sngMu' , - 'EGamma' : '!Trigger_ElMu && !Trigger_dblMu && !Trigger_sngMu && (Trigger_sngEl || Trigger_dblEl)' , -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if ( ('DoubleMuon' in pd and 'Run2018B' in sd) - or ('DoubleMuon' in pd and 'Run2018D' in sd) - or ('SingleMuon' in pd and 'Run2018A' in sd) - or ('SingleMuon' in pd and 'Run2018B' in sd) - or ('SingleMuon' in pd and 'Run2018C' in sd)): - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name': [], - 'weight': 'LepWPCut*METFilter_DATA', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if ( ('DoubleMuon' in pd and 'Run2018B' in sd) - or ('DoubleMuon' in pd and 'Run2018D' in sd) - or ('SingleMuon' in pd and 'Run2018A' in sd) - or ('SingleMuon' in pd and 'Run2018B' in sd) - or ('SingleMuon' in pd and 'Run2018C' in sd)): - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/structure.py deleted file mode 100644 index eaf34b5e..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_CR/structure.py +++ /dev/null @@ -1,171 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (31.6778612999+313.554153169)/(26.9277000005+280.951504356) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (13.8422447313+159.019637682)/(11.7705334283+133.120233942) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -structure = {} - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/README.md b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/configuration.py deleted file mode 100644 index 1236dc54..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/cuts.py deleted file mode 100644 index 091bbdd5..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 1jet - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/plot.py deleted file mode 100644 index 85a4eb49..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (31.6778612999+313.554153169)/(26.9277000005+280.951504356) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (13.8422447313+159.019637682)/(11.7705334283+133.120233942) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -groupPlot = {} - -groupPlot['top'] = { - 'nameHR' : 'tW+ and t#bar{t}', - 'isSignal' : 0, - 'color' : 400, # kYellow - 'samples' : ['top'] -} - -groupPlot['WW'] = { - 'nameHR' : 'WW', - 'isSignal' : 0, - 'color' : 851, # kAzure -9 - 'samples' : ['WW', 'ggWW', 'WWewk'] -} - -groupPlot['DY'] = { - 'nameHR' : "DY", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['DY'] -} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -plot['DY'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_DY, -} - -plot['top'] = { - 'nameHR' : 'tW and t#bar{t}', - 'color' : 400, # kYellow - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_top, -} - -plot['WW'] = { - 'color' : 851, # kAzure -9 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WW, -} - -plot['WWewk'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WWewk, -} - -plot['ggWW'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggWW, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/structure.py deleted file mode 100644 index c5147380..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm_CR/structure.py +++ /dev/null @@ -1,202 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (31.6778612999+313.554153169)/(26.9277000005+280.951504356) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (13.8422447313+159.019637682)/(11.7705334283+133.120233942) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -# structure['Vg'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_Vg, -# } - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# # Data-driven charge flip estimation -# structure['ChargeFlip'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : 0.5, -# } - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/README.md b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/configuration.py deleted file mode 100644 index 04ba36c6..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/cuts.py deleted file mode 100644 index 7f25bb75..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/cuts.py +++ /dev/null @@ -1,65 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 2jets -cuts['hww2l2v_13TeV_WH_SS_DYee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/plot.py deleted file mode 100644 index e0aa3d3b..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (4.88184592384+41.0307152872)/(4.15039184398+32.8185201828) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (2.74664238533+19.5784400987)/(2.21545099158+16.5378866827) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/samples.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/samples.py deleted file mode 100644 index 3bd7cb46..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/samples.py +++ /dev/null @@ -1,400 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL18_106x_nAODv9_Full2018v9/MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' -dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' -mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9{var}' -fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['A','Run2018A-UL2018-v1'], - ['B','Run2018B-UL2018-v1'], - ['C','Run2018C-UL2018-v1'], - ['D','Run2018D-UL2018-v1'], -] - -DataSets = ['MuonEG','SingleMuon','EGamma','DoubleMuon'] - -DataTrig = { - 'MuonEG' : 'Trigger_ElMu' , - 'DoubleMuon' : '!Trigger_ElMu && Trigger_dblMu' , - 'SingleMuon' : '!Trigger_ElMu && !Trigger_dblMu && Trigger_sngMu' , - 'EGamma' : '!Trigger_ElMu && !Trigger_dblMu && !Trigger_sngMu && (Trigger_sngEl || Trigger_dblEl)' , -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if ( ('DoubleMuon' in pd and 'Run2018B' in sd) - or ('DoubleMuon' in pd and 'Run2018D' in sd) - or ('SingleMuon' in pd and 'Run2018A' in sd) - or ('SingleMuon' in pd and 'Run2018B' in sd) - or ('SingleMuon' in pd and 'Run2018C' in sd)): - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name': [], - 'weight': 'LepWPCut*METFilter_DATA', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if ( ('DoubleMuon' in pd and 'Run2018B' in sd) - or ('DoubleMuon' in pd and 'Run2018D' in sd) - or ('SingleMuon' in pd and 'Run2018A' in sd) - or ('SingleMuon' in pd and 'Run2018B' in sd) - or ('SingleMuon' in pd and 'Run2018C' in sd)): - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/structure.py deleted file mode 100644 index 3fecfc76..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_CR/structure.py +++ /dev/null @@ -1,202 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (4.88184592384+41.0307152872)/(4.15039184398+32.8185201828) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (2.74664238533+19.5784400987)/(2.21545099158+16.5378866827) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/README.md b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/configuration.py deleted file mode 100644 index 3542cfea..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/cuts.py deleted file mode 100644 index de3426fd..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/plot.py deleted file mode 100644 index 389f1256..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (4.88184592384+41.0307152872)/(4.15039184398+32.8185201828) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (2.74664238533+19.5784400987)/(2.21545099158+16.5378866827) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -groupPlot = {} - -groupPlot['top'] = { - 'nameHR' : 'tW+ and t#bar{t}', - 'isSignal' : 0, - 'color' : 400, # kYellow - 'samples' : ['top'] -} - -groupPlot['WW'] = { - 'nameHR' : 'WW', - 'isSignal' : 0, - 'color' : 851, # kAzure -9 - 'samples' : ['WW', 'ggWW', 'WWewk'] -} - -groupPlot['DY'] = { - 'nameHR' : "DY", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['DY'] -} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -plot['DY'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_DY, -} - -plot['top'] = { - 'nameHR' : 'tW and t#bar{t}', - 'color' : 400, # kYellow - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_top, -} - -plot['WW'] = { - 'color' : 851, # kAzure -9 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WW, -} - -plot['WWewk'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WWewk, -} - -plot['ggWW'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggWW, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/structure.py deleted file mode 100644 index 835ea24b..00000000 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm_CR/structure.py +++ /dev/null @@ -1,202 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (4.88184592384+41.0307152872)/(4.15039184398+32.8185201828) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (2.74664238533+19.5784400987)/(2.21545099158+16.5378866827) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# # Data-driven charge flip estimation -# structure['ChargeFlip'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : 0.5, -# } - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} From 4a79f6747c652b99788ca8dc045af6c3f0028be3 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 10:13:26 +0200 Subject: [PATCH 23/44] WHSS 2018 working using new fake rates --- .../WHSS/configuration_1j/configuration.py | 10 ++- .../Full2018_v9/WHSS/configuration_1j/cuts.py | 12 ++-- .../WHSS/configuration_1j/structure.py | 2 +- .../WHSS/configuration_1j_mm/configuration.py | 10 ++- .../WHSS/configuration_1j_mm/cuts.py | 6 +- .../WHSS/configuration_1j_mm/structure.py | 2 +- .../WHSS/configuration_2j/configuration.py | 10 ++- .../Full2018_v9/WHSS/configuration_2j/cuts.py | 16 ++--- .../WHSS/configuration_2j/structure.py | 2 +- .../WHSS/configuration_2j_mm/configuration.py | 10 ++- .../WHSS/configuration_2j_mm/cuts.py | 8 +-- .../UL/Full2018_v9/WHSS/cuts.py | 8 +-- .../UL/Full2018_v9/WHSS/do_datacards.sh | 20 ------ .../UL/Full2018_v9/WHSS/do_plots.sh | 20 ------ .../UL/Full2018_v9/WHSS/nuisances.py | 66 ++++++++++++++----- .../WHSS/script_datacards_binning_SS_CR.py | 40 +---------- 16 files changed, 111 insertions(+), 131 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/configuration.py index 081f2f78..d7de504e 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/cuts.py index 7b309dfe..626f7ef3 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/structure.py index a32d48c6..b2d5e848 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_1j diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/configuration.py index a47fb4c7..61af99f0 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/cuts.py index ff47c1bc..63f4fa98 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/structure.py index c5147380..befe2525 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_1j_mm/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_1j diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/configuration.py index 9049ed98..6720ca9a 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/cuts.py index c286ef97..390cdb47 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/cuts.py @@ -18,27 +18,27 @@ # mu-e cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } # e-e cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && abs(mll-91.2)>15 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/structure.py index 3fecfc76..708ab3af 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_2j diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/configuration.py index 1a8ade7a..8ef781e0 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/cuts.py index 8f7555b1..57ba1d3b 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/cuts.py @@ -18,14 +18,14 @@ # mu-mu cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py index 6ca99fa5..bc795b2c 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/cuts.py @@ -18,7 +18,7 @@ # mu-mu cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', @@ -31,7 +31,7 @@ # mu-e cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', @@ -44,7 +44,7 @@ # e-e cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && abs(mll-91.2)>15 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', @@ -110,7 +110,7 @@ # DY CR 2jets cuts['hww2l2v_13TeV_WH_SS_DYee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_datacards.sh b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_datacards.sh index 9b334dff..b3b6c2f3 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_datacards.sh +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_datacards.sh @@ -5,37 +5,17 @@ mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_plots.sh b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_plots.sh index 54682ef1..74d53332 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_plots.sh +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/do_plots.sh @@ -17,41 +17,21 @@ mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cp ~/index.php plots_WHSS_2018_v9_chargeAsymmetry_Mu82_EleUL90/ if [ "$DATE" != "" ]; then diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py index ecf92ca6..112e464d 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/nuisances.py @@ -65,13 +65,18 @@ def makeMCDirectory(var=''): #### FAKES + +# Need to think about: +# - charge-dependent uncertainty --> How much? How do we correlate across eras? Maybe correlated +# - jet-dependent uncertainty --> How much? How do we correlate across eras? Maybe correlated + +# Systematic uncertainty split into barrel and endcap, and per final state: 10% per bin fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] -# Systematic uncertainty splitted into barrel and endcap, and per final state: 10% per bin nuisances['fake_syst_mm_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', 'kind' : 'weight', @@ -129,26 +134,56 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] } -# Overall 30% normalization: split per charge -nuisances['fake_syst_plus'] = { - 'name' : 'CMS_WH_hww_fake_syst_plus_2018', +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2018', 'kind' : 'weight', 'type' : 'lnN', 'samples' : { - 'Fake' : 1.3, + 'Fake_mm' : '1.3', + 'Fake_em' : '1.3', + 'Fake_ee' : '1.3', }, - 'cuts' : [cut for cut in cuts if ('_plus_' in cut)] -} -nuisances['fake_syst_minus'] = { - 'name' : 'CMS_WH_hww_fake_syst_minus_2018', - 'kind' : 'weight', - 'type' : 'lnN', - 'samples' : { - 'Fake' : 1.3, - }, - 'cuts' : [cut for cut in cuts if ('_minus_' in cut)] } +# Overall 30% normalization: split per charge +# nuisances['fake_syst_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_plus_2018', +# 'kind' : 'weight', +# 'type' : 'lnN', +# 'samples' : { +# 'Fake_mm' : '1.3', +# 'Fake_em' : '1.3', +# 'Fake_ee' : '1.3', +# }, +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', +# ] +# } +# nuisances['fake_syst_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_minus_2018', +# 'kind' : 'weight', +# 'type' : 'lnN', +# 'samples' : { +# 'Fake_mm' : '1.3', +# 'Fake_em' : '1.3', +# 'Fake_ee' : '1.3', +# }, +# 'cuts' : [ +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', +# 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', +# ] +# } + # Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { @@ -686,7 +721,6 @@ def makeMCDirectory(var=''): } # WZ normalization from control region - nuisances['WZ2jnorm'] = { 'name' : 'CMS_hww_WZ3l2jnorm', 'samples' : { diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/script_datacards_binning_SS_CR.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/script_datacards_binning_SS_CR.py index f1bc2831..bf7de5ba 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/script_datacards_binning_SS_CR.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/script_datacards_binning_SS_CR.py @@ -7,7 +7,7 @@ #for var in variables: for suff in suffix: - # Using ee, em, and mm final state, and including low-pT categories. Remove the Z veto for the mm final state. + # Using ee, em, and mm final state. Remove the Z veto for the mm final state. tmp_command = "combineCards.py WH_SS_em_2j_minus=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20/BDTG6_TT_0_5/datacard.txt \ WH_SS_em_2j_plus=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20/BDTG6_TT_0_5/datacard.txt \ WH_SS_mm_2j_minus=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2ge20/BDTG6_TT_0_5/datacard.txt \ @@ -20,48 +20,10 @@ WH_SS_mm_1j_plus=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20/BDTG6_TT_0_6/datacard.txt \ WH_SS_ee_1j_minus=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20/BDTG6_TT_0_5/datacard.txt \ WH_SS_ee_1j_plus=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20/BDTG6_TT_0_5/datacard.txt \ - WH_SS_em_2j_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_em_2j_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_mm_2j_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_mm_2j_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_ee_2j_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_ee_2j_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_em_1j_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20/BDTG6_TT_0_5/datacard.txt \ - WH_SS_em_1j_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20/BDTG6_TT_0_5/datacard.txt \ - WH_SS_mm_1j_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2lt20/BDTG6_TT_0_5/datacard.txt \ - WH_SS_mm_1j_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20/BDTG6_TT_0_5/datacard.txt \ - WH_SS_ee_1j_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ - WH_SS_ee_1j_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20/BDTG6_TT_0_0/datacard.txt \ WH_SS_WZ_1j=../WH3l/datacards{0}/hww2l2v_13TeV_WH_SS_WZ_1j/events/datacard.txt \ WH_SS_WZ_2j=../WH3l/datacards{0}/hww2l2v_13TeV_WH_SS_WZ_2j/events/datacard.txt \ - WH_SS_mm_2j_SS_CR_minus=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_minus_pt2ge20/events/datacard.txt \ - WH_SS_mm_2j_SS_CR_plus=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_plus_pt2ge20/events/datacard.txt \ - WH_SS_em_2j_SS_CR_minus=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_SS_CR_minus_pt2ge20/events/datacard.txt \ - WH_SS_em_2j_SS_CR_plus=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_SS_CR_plus_pt2ge20/events/datacard.txt \ - WH_SS_ee_2j_SS_CR_minus=datacards{0}/hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_minus_pt2ge20/events/datacard.txt \ - WH_SS_ee_2j_SS_CR_plus=datacards{0}/hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_plus_pt2ge20/events/datacard.txt \ - WH_SS_mm_1j_SS_CR_minus=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_minus_pt2ge20/events/datacard.txt \ - WH_SS_mm_1j_SS_CR_plus=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_plus_pt2ge20/events/datacard.txt \ - WH_SS_em_1j_SS_CR_minus=datacards{0}/hww2l2v_13TeV_WH_SS_em_1j_SS_CR_minus_pt2ge20/events/datacard.txt \ - WH_SS_em_1j_SS_CR_plus=datacards{0}/hww2l2v_13TeV_WH_SS_em_1j_SS_CR_plus_pt2ge20/events/datacard.txt \ - WH_SS_ee_1j_SS_CR_minus=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_minus_pt2ge20/events/datacard.txt \ - WH_SS_ee_1j_SS_CR_plus=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_plus_pt2ge20/events/datacard.txt \ > Combination/WH_chargeAsymmetry_WH_SS_Full2018_v9_SS_CR.txt".format(suff) print(tmp_command) print() print() os.system(tmp_command) - -# WH_SS_mm_2j_SS_CR_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_minus_pt2lt20/events/datacard.txt \ -# WH_SS_mm_2j_SS_CR_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_plus_pt2lt20/events/datacard.txt \ -# WH_SS_em_2j_SS_CR_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_SS_CR_minus_pt2lt20/events/datacard.txt \ -# WH_SS_em_2j_SS_CR_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_2j_SS_CR_plus_pt2lt20/events/datacard.txt \ -# WH_SS_ee_2j_SS_CR_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_minus_pt2lt20/events/datacard.txt \ -# WH_SS_ee_2j_SS_CR_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_plus_pt2lt20/events/datacard.txt \ - -# WH_SS_mm_1j_SS_CR_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_minus_pt2lt20/events/datacard.txt \ -# WH_SS_mm_1j_SS_CR_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_plus_pt2lt20/events/datacard.txt \ -# WH_SS_em_1j_SS_CR_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_1j_SS_CR_minus_pt2lt20/events/datacard.txt \ -# WH_SS_em_1j_SS_CR_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_em_1j_SS_CR_plus_pt2lt20/events/datacard.txt \ -# WH_SS_ee_1j_SS_CR_minus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_minus_pt2lt20/events/datacard.txt \ -# WH_SS_ee_1j_SS_CR_plus_low_pt=datacards{0}/hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_plus_pt2lt20/events/datacard.txt \ From 4caf35f8f88135e65eed99e37062a82093b4c305 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 10:56:18 +0200 Subject: [PATCH 24/44] WH3l 2018 working using new fake rates --- .../UL/Full2018_v9/WH3l/aliases.py | 88 ++++++++++--------- .../WH3l/configuration_OSSF/configuration.py | 10 ++- .../WH3l/configuration_OSSF/structure.py | 3 +- .../WH3l/configuration_SSSF/configuration.py | 10 ++- .../WH3l/configuration_SSSF/structure.py | 2 +- .../WH3l/configuration_WZ0j/configuration.py | 10 ++- .../WH3l/configuration_WZ0j/structure.py | 2 +- .../WH3l/configuration_WZ1j/configuration.py | 10 ++- .../WH3l/configuration_WZ1j/structure.py | 2 +- .../WH3l/configuration_WZ2j/configuration.py | 10 ++- .../WH3l/configuration_WZ2j/plot.py | 24 ++--- .../WH3l/configuration_WZ2j/structure.py | 10 +-- .../UL/Full2018_v9/WH3l/cuts.py | 2 +- .../UL/Full2018_v9/WH3l/nuisances.py | 47 +++++++++- 14 files changed, 152 insertions(+), 78 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/aliases.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/aliases.py index 9111b9fa..7b965587 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/aliases.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # WHSS configurations = os.path.dirname(configurations) # Full2018_v9 @@ -37,98 +36,105 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2018\", 3, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2018\", 3, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2018\", 3, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2018\", 3, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2018\", 3, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } +# Conept +aliases['Lepton_conept'] = { + 'expr' : 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd' : [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples' : mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # No jet with pt > 30 GeV diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/configuration.py index a48d80f1..43464211 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_OSSF configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/structure.py index e357b58b..62c80e9d 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_OSSF/structure.py @@ -1,9 +1,8 @@ # structure configuration for datacard # keys here must match keys in samples.py -# -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_ossf diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/configuration.py index 09c5d3d5..6b6ce9eb 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_SSSF configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/structure.py index 66cbf657..52299c8e 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_SSSF/structure.py @@ -3,7 +3,7 @@ # keys here must match keys in samples.py # -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_sssf diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/configuration.py index 59877b15..62c21331 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_WZ0j configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/structure.py index d8629e23..3155d7ac 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ0j/structure.py @@ -3,7 +3,7 @@ # keys here must match keys in samples.py # -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_wz_CR_0j diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/configuration.py index 61030007..04a2412a 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_WZ1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/structure.py index 31071b34..6e5633f2 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ1j/structure.py @@ -3,7 +3,7 @@ # keys here must match keys in samples.py # -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_wz_CR_1j diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/configuration.py index 8f0ec0bc..50bdaf44 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_WZ2j configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/plot.py index 59447757..60bded09 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/plot.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/plot.py @@ -41,12 +41,12 @@ 'samples' : ['top'] } -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake'] -} +# groupPlot['Fake'] = { +# 'nameHR' : 'Non-prompt', +# 'isSignal' : 0, +# 'color' : 921, # kGray + 1 +# 'samples' : ['Fake'] +# } groupPlot['WW'] = { 'nameHR' : 'WW', @@ -263,12 +263,12 @@ # Fake # ######## -plot['Fake'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} +# plot['Fake'] = { +# 'color' : 921, # kGray + 1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } ######## diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/structure.py index 9e572837..e3baf908 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration_WZ2j/structure.py @@ -3,7 +3,7 @@ # keys here must match keys in samples.py # -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_wz_CR_2j @@ -150,10 +150,10 @@ 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, } -structure['Fake'] = { - 'isSignal' : 0, - 'isData' : 0 -} +# structure['Fake'] = { +# 'isSignal' : 0, +# 'isData' : 0 +# } # Data diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/cuts.py index 4847794c..c7eac8bd 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/cuts.py @@ -73,7 +73,7 @@ ' -# CR splitted into charge categories +# CR split into charge categories cuts['hww2l2v_13TeV_WH_SS_WZ'] = { 'expr' : '((Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) || (Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) || (Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11)) && Lepton_pt[2]>15 && Alt(CleanJet_pt, 0, 0)>30 && WH3l_mlll > 100 && abs(WH3l_chlll) == 1 && Alt(Lepton_pt,2,0)>10', 'categories' : { diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/nuisances.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/nuisances.py index 2bb18765..1cac0a61 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/nuisances.py @@ -65,11 +65,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty splitted into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] + +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] nuisances['fake_syst_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_barrel', @@ -88,6 +90,43 @@ def makeMCDirectory(var=''): }, } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2018', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake' : 1.3, + }, +} + +# Overall 30% normalization: split per charge +# nuisances['fake_syst_plus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_plus_2018', +# 'kind' : 'weight', +# 'type' : 'lnN', +# 'samples' : { +# 'Fake' : 1.3, +# }, +# 'cuts' : [ +# 'wh3l_13TeV_sssf_plus_pt2ge20', +# 'wh3l_13TeV_ossf_plus_pt2ge20', +# ], +# } +# nuisances['fake_syst_minus'] = { +# 'name' : 'CMS_WH_hww_fake_syst_minus_2018', +# 'kind' : 'weight', +# 'type' : 'lnN', +# 'samples' : { +# 'Fake' : 1.3, +# }, +# 'cuts' : [ +# 'wh3l_13TeV_sssf_minus_pt2ge20', +# 'wh3l_13TeV_ossf_minus_pt2ge20', +# ], +# } + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2018', 'kind' : 'weight', From 12869a4d2f1398f34c259d2812a71d4ec32ba17f Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 10:57:06 +0200 Subject: [PATCH 25/44] WHSS DY_OS_CR 2018 working using new fake rates --- .../UL/Full2018_v9/WHSS/DY_OS_CR/aliases.py | 118 +++---- .../WHSS/DY_OS_CR/configuration.py | 11 +- .../UL/Full2018_v9/WHSS/DY_OS_CR/cuts.py | 32 +- .../UL/Full2018_v9/WHSS/DY_OS_CR/nuisances.py | 287 +----------------- .../UL/Full2018_v9/WHSS/DY_OS_CR/plot.py | 64 +--- .../UL/Full2018_v9/WHSS/DY_OS_CR/samples.py | 43 --- .../UL/Full2018_v9/WHSS/DY_OS_CR/structure.py | 14 +- 7 files changed, 101 insertions(+), 468 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/aliases.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/aliases.py index 3e332480..7fda527b 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/aliases.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # DY_OS_CR configurations = os.path.dirname(configurations) # WHSS @@ -21,7 +20,7 @@ muWP = 'cut_Tight_HWWW' aliases['LepWPCut'] = { - 'expr': 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + 'expr' : 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', 'samples': mc + ['DATA'] @@ -29,116 +28,123 @@ # Lepton SF (not considering the ttHMVA discriminant) aliases['LepWPSF'] = { - 'expr': 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, - 'samples': mc + 'expr' : 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, + 'samples' : mc } # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd': ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2018\", 2, \"all\", \"nominal\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2018\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': mc + 'samples' : mc, } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd': ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2018\", 2, \"all\", \"eleUp\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2018\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': mc + 'samples' : mc, } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd': ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2018\", 2, \"all\", \"eleDown\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2018\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': mc + 'samples' : mc, } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd': ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2018\", 2, \"all\", \"muUp\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2018\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': mc + 'samples' : mc, } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd': ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], - 'linesToProcess': ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2018\", 2, \"all\", \"muDown\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2018\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', - 'samples': mc + 'samples' : mc, } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples': ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess':["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples': ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/configuration.py index ac0325d6..44b9f8da 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/configuration.py @@ -1,5 +1,12 @@ # Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + # Tag used to identify the configuration folder version tag = 'WHSS_OSCR_2018_v9_chargeAsymmetry_Mu82_EleUL90' @@ -10,7 +17,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/cuts.py index 9447c4e9..9213d0b9 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/cuts.py @@ -16,16 +16,16 @@ # 2 Jets cuts['hww2l2v_13TeV_WH_OS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -37,10 +37,10 @@ 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -48,14 +48,14 @@ # 2 Jets cuts['hww2l2v_13TeV_WH_OS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } @@ -66,9 +66,9 @@ # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/nuisances.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/nuisances.py index d71f2baa..aec97915 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/nuisances.py @@ -361,45 +361,7 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] } -# # Charge flip: uncertainty on opposite sign processes not affected by charge-flip -# nuisances['chargeFlip_syst'] = { -# 'name' : 'CMS_ChargeFlip_syst', -# 'type' : 'lnN', -# 'samples' : { -# 'ChargeFlip' : '1.10', -# } -# } - - -# ####### Generic "cross section uncertainties" - -# apply_on = { -# 'top': [ -# 'isSingleTop * 1.0816 + isTTbar', -# 'isSingleTop * 0.9184 + isTTbar' -# ] -# } - -# nuisances['singleTopToTTbar'] = { -# 'name' : 'singleTopToTTbar', -# 'skipCMS' : 1, -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : apply_on -# } - -## Top pT reweighting uncertainty - -# nuisances['TopPtRew'] = { -# 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : { -# 'top': ["1.", "1./Top_pTrw"] -# }, -# 'symmetrize' : True -# } - +# Generic "cross section uncertainties" nuisances['WgStar'] = { 'name' : 'CMS_hww_WgStarScale', 'type' : 'lnN', @@ -408,253 +370,6 @@ def makeMCDirectory(var=''): } } -# ###### pdf uncertainties - -# valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -# valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -# valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -# nuisances['pdf_Higgs_gg'] = { -# 'name' : 'pdf_Higgs_gg', -# 'samples' : { -# 'ggH_hww' : valuesggh, -# 'ggH_htt' : valuesggh, -# 'ggZH_hww' : valuesggzh, -# 'bbH_hww' : valuesbbh, -# }, -# 'type' : 'lnN', -# } - -# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm') - -# nuisances['pdf_Higgs_ttH'] = { -# 'name' : 'pdf_Higgs_ttH', -# 'samples' : { -# 'ttH_hww': values, -# }, -# 'type' : 'lnN', -# } - -# valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -# nuisances['pdf_Higgs_qqbar'] = { -# 'name' : 'pdf_Higgs_qqbar', -# 'type' : 'lnN', -# 'samples': { -# 'qqH_hww' : valuesqqh, -# 'qqH_htt' : valuesqqh, -# 'WH_hww_plus' : valueswh, -# 'WH_hww_minus': valueswh, -# 'WH_htt_plus' : valueswh, -# 'WH_htt_minus': valueswh, -# 'ZH_hww' : valueszh, -# 'ZH_htt' : valueszh -# }, -# } - -# nuisances['pdf_qqbar'] = { -# 'name' : 'pdf_qqbar', -# 'type' : 'lnN', -# 'samples' : { -# 'Wg' : '1.04', -# 'Zg' : '1.04', -# 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 -# 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 -# 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 -# 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 -# }, -# } - -# nuisances['pdf_Higgs_gg_ACCEPT'] = { -# 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', -# 'samples' : { -# 'ggH_hww' : '1.006', -# 'ggH_htt' : '1.006', -# 'ggZH_hww' : '1.006', -# 'bbH_hww' : '1.006' -# }, -# 'type' : 'lnN', -# } -# nuisances['pdf_gg_ACCEPT'] = { -# 'name' : 'pdf_WH_hww_gg_ACCEPT', -# 'samples' : { -# 'ggWW' : '1.006', -# }, -# 'type' : 'lnN', -# } - -# nuisances['pdf_Higgs_qqbar_ACCEPT'] = { -# 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', -# 'type' : 'lnN', -# 'samples' : { -# 'qqH_hww' : '1.002', -# 'qqH_htt' : '1.002', -# 'WH_hww_plus' : '1.003', -# 'WH_hww_minus': '1.003', -# 'WH_htt_plus' : '1.003', -# 'WH_htt_minus': '1.003', -# 'ZH_hww' : '1.002', -# 'ZH_htt' : '1.002', -# }, -# } - -# nuisances['pdf_qqbar_ACCEPT'] = { -# 'name' : 'pdf_WH_hww_qqbar_ACCEPT', -# 'type' : 'lnN', -# 'samples' : { -# 'ZZ' : '1.001', -# 'WZ' : '1.001', -# }, -# } - -# ##### Renormalization & factorization scales - -# ## Shape nuisance due to QCD scale variations for DY -# ## LHE scale variation weights (w_var / w_nominal) - -# ## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -# variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# # nuisances['QCDscale_V'] = { -# # 'name' : 'QCDscale_V', -# # 'skipCMS' : 1, -# # 'kind' : 'weight_envelope', -# # 'type' : 'shape', -# # 'samples' : { -# # 'DY' : variations -# # }, -# # 'AsLnN' : '0' -# # } - -# nuisances['QCDscale_VV'] = { -# 'name' : 'QCDscale_VV', -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'WW' : variations, -# 'Zg' : variations, -# 'Wg' : variations, -# 'ZZ' : variations, -# 'WZ' : variations, -# 'WgS' : variations, -# 'ZgS' : variations -# } -# } - -# nuisances['QCDscale_ggVV'] = { -# 'name' : 'QCDscale_ggVV', -# 'type' : 'lnN', -# 'samples' : { -# 'ggWW' : '1.15', -# }, -# } - -# #### QCD scale uncertainties for Higgs signals other than ggH - -# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -# nuisances['QCDscale_qqH'] = { -# 'name' : 'QCDscale_qqH', -# 'samples' : { -# 'qqH_hww' : values, -# 'qqH_htt' : values, -# }, -# 'type' : 'lnN' -# } - -# valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -# valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -# nuisances['QCDscale_VH'] = { -# 'name' : 'QCDscale_VH', -# 'samples' : { -# 'WH_hww_plus' : valueswh, -# 'WH_hww_minus' : valueswh, -# 'WH_htt_plus' : valueswh, -# 'WH_htt_minus' : valueswh, -# 'ZH_hww' : valueszh, -# 'ZH_htt' : valueszh, -# }, -# 'type' : 'lnN', -# } - -# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -# nuisances['QCDscale_ggZH'] = { -# 'name' : 'QCDscale_ggZH', -# 'samples' : { -# 'ggZH_hww' : values, -# }, -# 'type' : 'lnN', -# } - -# values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -# nuisances['QCDscale_ttH'] = { -# 'name' : 'QCDscale_ttH', -# 'samples' : { -# 'ttH_hww' : values, -# }, -# 'type' : 'lnN', -# } - -# nuisances['QCDscale_WWewk'] = { -# 'name' : 'QCDscale_WWewk', -# 'samples' : { -# 'WWewk' : '1.11', -# }, -# 'type' : 'lnN' -# } - -# nuisances['QCDscale_qqbar_ACCEPT'] = { -# 'name' : 'QCDscale_qqbar_ACCEPT', -# 'type' : 'lnN', -# 'samples' : { -# 'qqH_hww' : '1.003', -# 'qqH_htt' : '1.003', -# 'WH_hww_plus' : '1.010', -# 'WH_hww_minus' : '1.010', -# 'WH_htt_plus' : '1.010', -# 'WH_htt_minus' : '1.010', -# 'ZH_hww' : '1.015', -# 'ZH_htt' : '1.015', -# } -# } - -# # FIXME: these come from HIG-16-042, maybe should be recomputed? -# nuisances['QCDscale_gg_ACCEPT'] = { -# 'name' : 'QCDscale_gg_ACCEPT', -# 'samples' : { -# 'ggH_htt' : '1.012', -# 'ggH_hww' : '1.012', -# 'ggZH_hww' : '1.012', -# 'ggWW' : '1.012', -# }, -# 'type' : 'lnN', -# } - -# # WZ normalization from control region - -# nuisances['WZ2jnorm'] = { -# 'name' : 'CMS_hww_WZ3l2jnorm', -# 'samples' : { -# 'WZ' : '1.00', -# }, -# 'type' : 'rateParam', -# 'cuts' : [cut for cut in cuts if '2j' in cut], -# } - -# nuisances['WZ1jnorm'] = { -# 'name' : 'CMS_hww_WZ3l1jnorm', -# 'samples' : { -# 'WZ' : '1.00', -# }, -# 'type' : 'rateParam', -# 'cuts' : [cut for cut in cuts if '1j' in cut], -# } - ## Use the following if you want to apply the automatic combine MC stat nuisances. nuisances['stat'] = { 'type' : 'auto', diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/plot.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/plot.py index da7f708d..9bb1b0fc 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/plot.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/plot.py @@ -40,39 +40,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] + 'samples' : ['Vg'] } -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['VgS'] } groupPlot['ZgS'] = { @@ -116,32 +95,16 @@ 'scale' : 1.0, } -plot['Zg'] = { - 'nameHR' : 'Zg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Wg'] = { - 'nameHR' : 'Wg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, @@ -306,13 +269,6 @@ 'scale' : 1.0 } -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - ######## # Data # ######## diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/samples.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/samples.py index f316aa11..5c83b72e 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/samples.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/samples.py @@ -154,49 +154,6 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') -# ######## Wg ######## -# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') - -# samples['Wg'] = { -# 'name': files, -# 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)*ttHMVA_eff_flip_2l', -# 'FilesPerJob': 2, -# } - - -# ######## Zg ######## -# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -# samples['Zg'] = { -# 'name': files, -# 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)*ttHMVA_eff_flip_2l', -# 'FilesPerJob': 2 -# } - - -# ######## WgS ######## -# files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ -# nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') - -# samples['WgS'] = { -# 'name': files, -# 'weight': mcCommonWeight + ' * (gstarLow * 0.94)*ttHMVA_eff_flip_2l', -# 'FilesPerJob': 2, -# } -# addSampleWeight(samples, 'WgS', 'Wg_AMCNLOFXFX_01J', '(Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1)') -# addSampleWeight(samples, 'WgS', 'WZTo3LNu_mllmin0p1', '(Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666)') - - -# ######## ZgS ######## -# files = nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -# samples['ZgS'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Gen_ZGstar_mass > 0)*ttHMVA_eff_flip_2l', -# 'FilesPerJob': 2, -# } - - ############ WZ ############ files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/structure.py index 2ea8c5ef..37a9fb5d 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } From 8f25aee106ddeb58c689b254ebdb230a04faed3f Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 10:57:33 +0200 Subject: [PATCH 26/44] WHSS 2018 working using new fake rates --- .../UL/Full2018_v9/WHSS/configuration_2j_mm/structure.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/structure.py b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/structure.py index 369c59bb..63fbe05b 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/structure.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/configuration_2j_mm/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_2j From 83b6b392935f0f4da116d310e8f012758ae65c7a Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 10:57:53 +0200 Subject: [PATCH 27/44] WH3l 2018 working using new fake rates --- .../UL/Full2018_v9/WH3l/configuration.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration.py b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration.py index d6ad4335..0e69267d 100644 --- a/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WH3l/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2018_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" From f86fbf2cd9f34908c7976d34a123bd761465722e Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 11:03:00 +0200 Subject: [PATCH 28/44] removing unused fake CR configurations --- .../WHSS/configuration_1j_CR/README.md | 17 - .../WHSS/configuration_1j_CR/configuration.py | 99 --- .../WHSS/configuration_1j_CR/cuts.py | 66 -- .../WHSS/configuration_1j_CR/nuisances.py | 704 ------------------ .../WHSS/configuration_1j_CR/plot.py | 299 -------- .../WHSS/configuration_1j_CR/samples.py | 380 ---------- .../WHSS/configuration_1j_CR/structure.py | 171 ----- .../WHSS/configuration_1j_mm_CR/README.md | 17 - .../configuration_1j_mm_CR/configuration.py | 99 --- .../WHSS/configuration_1j_mm_CR/cuts.py | 37 - .../WHSS/configuration_1j_mm_CR/nuisances.py | 704 ------------------ .../WHSS/configuration_1j_mm_CR/plot.py | 356 --------- .../WHSS/configuration_1j_mm_CR/structure.py | 171 ----- .../WHSS/configuration_2j_CR/README.md | 17 - .../WHSS/configuration_2j_CR/configuration.py | 99 --- .../WHSS/configuration_2j_CR/cuts.py | 65 -- .../WHSS/configuration_2j_CR/nuisances.py | 704 ------------------ .../WHSS/configuration_2j_CR/plot.py | 299 -------- .../WHSS/configuration_2j_CR/samples.py | 380 ---------- .../WHSS/configuration_2j_CR/structure.py | 171 ----- .../WHSS/configuration_2j_mm_CR/README.md | 17 - .../configuration_2j_mm_CR/configuration.py | 99 --- .../WHSS/configuration_2j_mm_CR/cuts.py | 37 - .../WHSS/configuration_2j_mm_CR/nuisances.py | 704 ------------------ .../WHSS/configuration_2j_mm_CR/plot.py | 356 --------- .../WHSS/configuration_2j_mm_CR/structure.py | 171 ----- 26 files changed, 6239 deletions(-) delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/samples.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/samples.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/structure.py diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/README.md b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/configuration.py deleted file mode 100644 index 0968ed16..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2017 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/cuts.py deleted file mode 100644 index 9ff759bd..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/cuts.py +++ /dev/null @@ -1,66 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SS CR 1jet - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 1jet -cuts['hww2l2v_13TeV_WH_SS_DYee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/nuisances.py deleted file mode 100644 index c9f4b07c..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/nuisances.py +++ /dev/null @@ -1,704 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' -dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' -mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' -fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -# def makeMCDirectory(var=''): -# _treeBaseDir = treeBaseDir + '' -# if useXROOTD: -# _treeBaseDir = redirector + treeBaseDir -# if var== '': -# return '/'.join([_treeBaseDir, mcProduction, mcSteps]) -# else: -# return '/'.join([_treeBaseDir, mcProduction, mcSteps + '__' + var]) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2018', - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_2017_2018'] = { - 'name' : 'lumi_13TeV_1718', - 'type' : 'lnN', - 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2018' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2018 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], - 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], - 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], - 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], - 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], - # 'Vg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Wg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Zg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], - 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], - 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], - 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], - 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], - # 'ZH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggZH_hww': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_plus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ttH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'qqH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_plus' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -# puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - - -# ####### Generic "cross section uncertainties" - -# apply_on = { -# 'top': [ -# 'isSingleTop * 1.0816 + isTTbar', -# 'isSingleTop * 0.9184 + isTTbar' -# ] -# } - -# nuisances['singleTopToTTbar'] = { -# 'name' : 'singleTopToTTbar', -# 'skipCMS' : 1, -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : apply_on -# } - -## Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -## Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/plot.py deleted file mode 100644 index 3da2dfa1..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/plot.py +++ /dev/null @@ -1,299 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (313.554153169+31.6778612999)/(280.951504356+26.9277000005) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (159.019637682+13.8422447313)/(133.120233942+11.7705334283) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -groupPlot = {} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/samples.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/samples.py deleted file mode 100644 index 3bcb652f..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/samples.py +++ /dev/null @@ -1,380 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL17_106x_nAODv9_Full2017v9/MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__l2tightOR2017v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' -dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' -mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9{var}' -fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['B','Run2017B-UL2017-v1'], - ['C','Run2017C-UL2017-v1'], - ['D','Run2017D-UL2017-v1'], - ['E','Run2017E-UL2017-v1'], - ['F','Run2017F-UL2017-v1'], -] - -DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] - -DataTrig = { - 'MuonEG' : ' Trigger_ElMu' , - 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , - 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', - 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', - 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, # +'*ttHMVA_SF_flip_2l', -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow * 0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow * 0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - # 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name': [], - 'weight': 'LepWPCut*METFilter_DATA', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/structure.py deleted file mode 100644 index ac7c22d6..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_CR/structure.py +++ /dev/null @@ -1,171 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (313.554153169+31.6778612999)/(280.951504356+26.9277000005) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (159.019637682+13.8422447313)/(133.120233942+11.7705334283) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -structure = {} - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -# structure['qqH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_qqH_hww, -# } - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -# structure['ttH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ttH_hww, -# } - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/README.md b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/configuration.py deleted file mode 100644 index ee629e9f..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2017 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/cuts.py deleted file mode 100644 index 091bbdd5..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 1jet - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/nuisances.py deleted file mode 100644 index c9f4b07c..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/nuisances.py +++ /dev/null @@ -1,704 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' -dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' -mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' -fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -# def makeMCDirectory(var=''): -# _treeBaseDir = treeBaseDir + '' -# if useXROOTD: -# _treeBaseDir = redirector + treeBaseDir -# if var== '': -# return '/'.join([_treeBaseDir, mcProduction, mcSteps]) -# else: -# return '/'.join([_treeBaseDir, mcProduction, mcSteps + '__' + var]) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2018', - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_2017_2018'] = { - 'name' : 'lumi_13TeV_1718', - 'type' : 'lnN', - 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2018' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2018 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], - 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], - 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], - 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], - 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], - # 'Vg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Wg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Zg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], - 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], - 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], - 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], - 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], - # 'ZH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggZH_hww': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_plus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ttH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'qqH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_plus' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -# puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - - -# ####### Generic "cross section uncertainties" - -# apply_on = { -# 'top': [ -# 'isSingleTop * 1.0816 + isTTbar', -# 'isSingleTop * 0.9184 + isTTbar' -# ] -# } - -# nuisances['singleTopToTTbar'] = { -# 'name' : 'singleTopToTTbar', -# 'skipCMS' : 1, -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : apply_on -# } - -## Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -## Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/plot.py deleted file mode 100644 index adddc7d9..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (313.554153169+31.6778612999)/(280.951504356+26.9277000005) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (159.019637682+13.8422447313)/(133.120233942+11.7705334283) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -groupPlot = {} - -groupPlot['top'] = { - 'nameHR' : 'tW+ and t#bar{t}', - 'isSignal' : 0, - 'color' : 400, # kYellow - 'samples' : ['top'] -} - -groupPlot['WW'] = { - 'nameHR' : 'WW', - 'isSignal' : 0, - 'color' : 851, # kAzure -9 - 'samples' : ['WW', 'ggWW', 'WWewk'] -} - -groupPlot['DY'] = { - 'nameHR' : "DY", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['DY'] -} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -plot['DY'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_DY, -} - -plot['top'] = { - 'nameHR' : 'tW and t#bar{t}', - 'color' : 400, # kYellow - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_top, -} - -plot['WW'] = { - 'color' : 851, # kAzure -9 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WW, -} - -plot['WWewk'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WWewk, -} - -plot['ggWW'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggWW, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/structure.py deleted file mode 100644 index 3d3734d2..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm_CR/structure.py +++ /dev/null @@ -1,171 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -structure = {} - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.403852438299/0.206065949512 # 1.95982130602 -scale_histo_WW = 20.7930003307/18.5931357677 # 1.11831595221 -scale_histo_DY = 38.1653356007/37.1564763287 # 1.02715164008 -scale_histo_WZ = 338.331846275/301.754102591 # 1.12121705511 -scale_histo_Wg = 313.554153169/280.951504356 # 1.11604368835 -scale_histo_Zg = 31.6778612999/26.9277000005 # 1.17640427141 -scale_histo_Vg = (313.554153169+31.6778612999)/(280.951504356+26.9277000005) -scale_histo_WgS = 159.019637682/133.120233942 # 1.19455647704 -scale_histo_ZgS = 13.8422447313/11.7705334283 # 1.17600827656 -scale_histo_VgS = (159.019637682+13.8422447313)/(133.120233942+11.7705334283) -scale_histo_ZH_htt = 0.52702471516/0.418377509104 # 1.25968701398 -scale_histo_WH_htt_plus = 3.51317983868/2.99417382907 # 1.17333863671 -scale_histo_ggZH_hww = 0.0487489906276/0.0416125294193 # 1.17149789517 -scale_histo_qqH_hww = 0.0551519111922/0.0493745882637 # 1.11701004771 -scale_histo_ZZ = 8.20543225456/7.02369155076 # 1.16825065498 -scale_histo_ggH_hww = 0.835377131709/0.704517384148 # 1.18574381627 -scale_histo_WH_htt_minus = 2.14421993024/1.78486436835 # 1.20133494077 -scale_histo_VVV = 10.9161024993/9.13050235687 # 1.19556428252 -scale_histo_WH_hww_plus = 10.0694789513/8.4373732424 # 1.19343765672 -scale_histo_ggH_htt = 0.245521798327/0.219229582295 # 1.11993005577 -scale_histo_ggWW = 1.29296483445/1.18493739596 # 1.09116721175 -scale_histo_top = 124.585001211/87.4139634172 # 1.42522997861 -scale_histo_WWewk = 0.142280711039/0.133346344487 # 1.06700121092 -scale_histo_ZH_hww = 1.42081496306/1.1573508904 # 1.2276440748 -scale_histo_WH_hww_minus = 5.96461104674/5.00138194371 # 1.19259259018 -scale_histo_qqH_htt = 0.011234128291/0.0123404588292 # 0.910349318975 - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# # Data-driven charge flip estimation -# structure['ChargeFlip'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : 0.5, -# } - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/README.md b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/configuration.py deleted file mode 100644 index af9a12c8..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2017 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/cuts.py deleted file mode 100644 index 7f25bb75..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/cuts.py +++ /dev/null @@ -1,65 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 2jets -cuts['hww2l2v_13TeV_WH_SS_DYee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/nuisances.py deleted file mode 100644 index c9f4b07c..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/nuisances.py +++ /dev/null @@ -1,704 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' -dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' -mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' -fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -# def makeMCDirectory(var=''): -# _treeBaseDir = treeBaseDir + '' -# if useXROOTD: -# _treeBaseDir = redirector + treeBaseDir -# if var== '': -# return '/'.join([_treeBaseDir, mcProduction, mcSteps]) -# else: -# return '/'.join([_treeBaseDir, mcProduction, mcSteps + '__' + var]) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2018', - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_2017_2018'] = { - 'name' : 'lumi_13TeV_1718', - 'type' : 'lnN', - 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2018' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2018 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], - 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], - 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], - 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], - 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], - # 'Vg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Wg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Zg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], - 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], - 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], - 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], - 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], - # 'ZH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggZH_hww': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_plus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ttH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'qqH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_plus' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -# puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - - -# ####### Generic "cross section uncertainties" - -# apply_on = { -# 'top': [ -# 'isSingleTop * 1.0816 + isTTbar', -# 'isSingleTop * 0.9184 + isTTbar' -# ] -# } - -# nuisances['singleTopToTTbar'] = { -# 'name' : 'singleTopToTTbar', -# 'skipCMS' : 1, -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : apply_on -# } - -## Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -## Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/plot.py deleted file mode 100644 index 5e914573..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/plot.py +++ /dev/null @@ -1,299 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (41.0307152872+4.88184592384)/(32.8185201828+4.15039184398) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (19.5784400987+2.74664238533)/(16.5378866827+2.21545099158) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -groupPlot = {} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/samples.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/samples.py deleted file mode 100644 index 3bcb652f..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/samples.py +++ /dev/null @@ -1,380 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL17_106x_nAODv9_Full2017v9/MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__l2tightOR2017v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' -dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' -mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9{var}' -fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['B','Run2017B-UL2017-v1'], - ['C','Run2017C-UL2017-v1'], - ['D','Run2017D-UL2017-v1'], - ['E','Run2017E-UL2017-v1'], - ['F','Run2017F-UL2017-v1'], -] - -DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] - -DataTrig = { - 'MuonEG' : ' Trigger_ElMu' , - 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , - 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', - 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', - 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, # +'*ttHMVA_SF_flip_2l', -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow * 0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow * 0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - # 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name': [], - 'weight': 'LepWPCut*METFilter_DATA', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/structure.py deleted file mode 100644 index 12e0f959..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_CR/structure.py +++ /dev/null @@ -1,171 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (41.0307152872+4.88184592384)/(32.8185201828+4.15039184398) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (19.5784400987+2.74664238533)/(16.5378866827+2.21545099158) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -structure = {} - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -# structure['VgS'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_VgS, -# } - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -# structure['qqH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_qqH_hww, -# } - -# structure['ZH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ZH_hww, -# } - -# structure['ggZH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -# } - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/README.md b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/configuration.py deleted file mode 100644 index 6deaa2ff..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2017 dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/cuts.py deleted file mode 100644 index de3426fd..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/nuisances.py deleted file mode 100644 index c9f4b07c..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/nuisances.py +++ /dev/null @@ -1,704 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' -dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' -mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' -fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -# def makeMCDirectory(var=''): -# _treeBaseDir = treeBaseDir + '' -# if useXROOTD: -# _treeBaseDir = redirector + treeBaseDir -# if var== '': -# return '/'.join([_treeBaseDir, mcProduction, mcSteps]) -# else: -# return '/'.join([_treeBaseDir, mcProduction, mcSteps + '__' + var]) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2018', - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_2017_2018'] = { - 'name' : 'lumi_13TeV_1718', - 'type' : 'lnN', - 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2018' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2018 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], - 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], - 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], - 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], - 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], - # 'Vg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Wg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'Zg' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZgS' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], - 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], - 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], - 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], - 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], - # 'ZH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggZH_hww': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_plus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_hww_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ttH_hww' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ggH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'qqH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'ZH_htt' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_plus' : ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - # 'WH_htt_minus': ['1.023232*(puWeightUp/puWeight)', '0.981481*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -# puid_syst = ['Jet_PUIDSF_loose_up/Jet_PUIDSF_loose', 'Jet_PUIDSF_loose_down/Jet_PUIDSF_loose'] -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - - -# ####### Generic "cross section uncertainties" - -# apply_on = { -# 'top': [ -# 'isSingleTop * 1.0816 + isTTbar', -# 'isSingleTop * 0.9184 + isTTbar' -# ] -# } - -# nuisances['singleTopToTTbar'] = { -# 'name' : 'singleTopToTTbar', -# 'skipCMS' : 1, -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : apply_on -# } - -## Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -## Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/plot.py deleted file mode 100644 index 3c020db0..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used -# - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (41.0307152872+4.88184592384)/(32.8185201828+4.15039184398) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (19.5784400987+2.74664238533)/(16.5378866827+2.21545099158) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -groupPlot = {} - -groupPlot['top'] = { - 'nameHR' : 'tW+ and t#bar{t}', - 'isSignal' : 0, - 'color' : 400, # kYellow - 'samples' : ['top'] -} - -groupPlot['WW'] = { - 'nameHR' : 'WW', - 'isSignal' : 0, - 'color' : 851, # kAzure -9 - 'samples' : ['WW', 'ggWW', 'WWewk'] -} - -groupPlot['DY'] = { - 'nameHR' : "DY", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['DY'] -} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -plot['DY'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_DY, -} - -plot['top'] = { - 'nameHR' : 'tW and t#bar{t}', - 'color' : 400, # kYellow - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_top, -} - -plot['WW'] = { - 'color' : 851, # kAzure -9 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WW, -} - -plot['WWewk'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WWewk, -} - -plot['ggWW'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggWW, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 59.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/structure.py deleted file mode 100644 index 4114af12..00000000 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm_CR/structure.py +++ /dev/null @@ -1,171 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 1.71005342426/1.09314151072 # 1.5643477148 -scale_histo_WW = 2.25800060639/1.91041058041 # 1.18194519521 -scale_histo_DY = 7.90909155209/10.3492826587 # 0.764216401555 -scale_histo_WZ = 49.3067818241/43.0657206854 # 1.14491946354 -scale_histo_Wg = 41.0307152872/32.8185201828 # 1.25023051188 -scale_histo_Zg = 4.88184592384/4.15039184398 # 1.17623735477 -scale_histo_Vg = (41.0307152872+4.88184592384)/(32.8185201828+4.15039184398) -scale_histo_WgS = 19.5784400987/16.5378866827 # 1.18385380637 -scale_histo_ZgS = 2.74664238533/2.21545099158 # 1.23976670925 -scale_histo_VgS = (19.5784400987+2.74664238533)/(16.5378866827+2.21545099158) -scale_histo_ZH_htt = 0.116319166763/0.091351528461 # 1.27331385388 -scale_histo_WH_htt_plus = 0.4131832122/0.323965810005 # 1.27539141304 -scale_histo_ggZH_hww = 0.0104452201343/0.00850780582798 # 1.22772197033 -scale_histo_qqH_hww = 0.00875809211317/0.00618184320386 # 1.41674446025 -scale_histo_ZZ = 1.19318174322/0.95378270042 # 1.25099956488 -scale_histo_ggH_hww = 0.152649430692/0.135132712642 # 1.1296260373 -scale_histo_WH_htt_minus = 0.263520609345/0.21247941852 # 1.24021710517 -scale_histo_VVV = 3.62299846954/3.27783418705 # 1.10530254515 -scale_histo_WH_hww_plus = 1.99024457637/1.64510255389 # 1.20979970013 -scale_histo_ggH_htt = 0.0137239155152/1 # 0.0137239155152 -scale_histo_ggWW = 0.138240992431/0.130499421048 # 1.05932264926 -scale_histo_top = 61.5535890766/44.34883106 # 1.38794163466 -scale_histo_WWewk = 0.0247224163572/0.0239052406614 # 1.03418395604 -scale_histo_ZH_hww = 0.343842150558/0.26623480593 # 1.29149961951 -scale_histo_WH_hww_minus = 1.24042862398/1.03231388643 # 1.20160024997 -scale_histo_qqH_htt = 0.00478130781574/0.00431274438945 # 1.10864623172 - -structure = {} - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -# structure['ggZH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -# } - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# # Data-driven charge flip estimation -# structure['ChargeFlip'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : 0.5, -# } - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} From e69d59c97aad47f653c3a1b62478607deb20b651 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 11:06:13 +0200 Subject: [PATCH 29/44] WHSS 2017 working using new fake rates --- .../UL/Full2017_v9/WHSS/aliases.py | 96 ++++++++++--------- .../UL/Full2017_v9/WHSS/configuration.py | 10 +- .../WHSS/configuration_1j/configuration.py | 18 ++-- .../Full2017_v9/WHSS/configuration_1j/cuts.py | 12 +-- .../WHSS/configuration_1j/structure.py | 2 +- .../WHSS/configuration_1j_mm/configuration.py | 18 ++-- .../WHSS/configuration_1j_mm/cuts.py | 6 +- .../WHSS/configuration_1j_mm/structure.py | 2 +- .../WHSS/configuration_2j/configuration.py | 18 ++-- .../Full2017_v9/WHSS/configuration_2j/cuts.py | 12 +-- .../WHSS/configuration_2j/structure.py | 2 +- .../WHSS/configuration_2j_mm/configuration.py | 18 ++-- .../WHSS/configuration_2j_mm/cuts.py | 6 +- .../WHSS/configuration_2j_mm/structure.py | 2 +- .../UL/Full2017_v9/WHSS/cuts.py | 92 ++++++------------ .../UL/Full2017_v9/WHSS/do_datacards.sh | 20 ---- .../UL/Full2017_v9/WHSS/nuisances.py | 23 ++++- .../UL/Full2017_v9/WHSS/plot.py | 66 +++---------- .../UL/Full2017_v9/WHSS/structure.py | 14 +-- 19 files changed, 189 insertions(+), 248 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/aliases.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/aliases.py index 4e27fafc..75de05cd 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/aliases.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # WHSS configurations = os.path.dirname(configurations) # Full2017_v9 @@ -35,110 +34,117 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2017\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2017\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2017\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2017\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2017\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_SF_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : ['DY','ChargeFlip'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : ['DY','ChargeFlip'], @@ -326,8 +332,8 @@ # Evaluate BDT discriminant aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2017/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2017/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration.py index 0372c66f..48c51519 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/configuration.py index 4eea2193..caf45984 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" @@ -28,10 +34,10 @@ # Path to configuration folder (will contain all the compiled configuration files) configsFolder = "configs" -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L514 (519, 589, 660, 729, 798) +# 4.803371586 + 9.574029838 + 4.247792714 + 9.314581016 + 13.53990537 = 41.479680524 +lumi = 41.48 # File with dict of aliases to define aliasesFile = "../aliases.py" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/cuts.py index 7b309dfe..626f7ef3 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/structure.py index 99b1f920..f43cd00b 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_1j diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/configuration.py index ef9395d4..e412819e 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" @@ -28,10 +34,10 @@ # Path to configuration folder (will contain all the compiled configuration files) configsFolder = "configs" -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L514 (519, 589, 660, 729, 798) +# 4.803371586 + 9.574029838 + 4.247792714 + 9.314581016 + 13.53990537 = 41.479680524 +lumi = 41.48 # File with dict of aliases to define aliasesFile = "../aliases.py" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/cuts.py index ff47c1bc..63f4fa98 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/structure.py index 3d3734d2..17d8e074 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_1j_mm/structure.py @@ -4,7 +4,7 @@ structure = {} -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_1j diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/configuration.py index 743ae711..560e8250 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" @@ -28,10 +34,10 @@ # Path to configuration folder (will contain all the compiled configuration files) configsFolder = "configs" -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L514 (519, 589, 660, 729, 798) +# 4.803371586 + 9.574029838 + 4.247792714 + 9.314581016 + 13.53990537 = 41.479680524 +lumi = 41.48 # File with dict of aliases to define aliasesFile = "../aliases.py" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/cuts.py index c286ef97..fe084d7a 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/structure.py index d93bf840..82a9248b 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_2j diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/configuration.py index f89a53ca..ecac7417 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" @@ -28,10 +34,10 @@ # Path to configuration folder (will contain all the compiled configuration files) configsFolder = "configs" -# Luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) -# 59.832475339 -lumi = 59.83 +# luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L514 (519, 589, 660, 729, 798) +# 4.803371586 + 9.574029838 + 4.247792714 + 9.314581016 + 13.53990537 = 41.479680524 +lumi = 41.48 # File with dict of aliases to define aliasesFile = "../aliases.py" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/cuts.py index 8f7555b1..6b6e1e4d 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/structure.py index 97df3a32..a49abb6e 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/configuration_2j_mm/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = hww2l2v_13TeV_samesign_2j diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/cuts.py index 71dd4c26..aca60265 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/cuts.py @@ -17,58 +17,40 @@ # mu-mu cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } # mu-e cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } # e-e cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && abs(mll-91.2)>15 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -82,15 +64,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -101,15 +77,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -120,15 +90,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -145,14 +109,14 @@ # DY CR 2jets cuts['hww2l2v_13TeV_WH_SS_DYee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } @@ -163,9 +127,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_datacards.sh b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_datacards.sh index 9b334dff..b3b6c2f3 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_datacards.sh +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_datacards.sh @@ -5,37 +5,17 @@ mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/nuisances.py index e5848ab3..e977a2af 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/nuisances.py @@ -65,11 +65,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty split into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] + +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] nuisances['fake_syst_mm_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', @@ -128,6 +130,19 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2017', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake_mm' : '1.3', + 'Fake_em' : '1.3', + 'Fake_ee' : '1.3', + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2017', 'kind' : 'weight', diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/plot.py index ccdeda4b..72e8f7e0 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/plot.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/plot.py @@ -54,46 +54,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, - 'color' : 617, - 'samples' : ['ZgS'] + 'color' : 412, # kGreen - 9 + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -162,32 +134,16 @@ 'scale' : 1.0 } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/structure.py index 2ea8c5ef..37a9fb5d 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } From 4588a1b4b0c85cb833ec6e842c8dcd12713de1e8 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 11:06:43 +0200 Subject: [PATCH 30/44] WHSS 2017 working using new fake rates --- .../UL/Full2017_v9/WHSS/DY_OS_CR/aliases.py | 91 ++++++++++--------- .../WHSS/DY_OS_CR/configuration.py | 14 ++- .../UL/Full2017_v9/WHSS/DY_OS_CR/cuts.py | 32 +++---- .../UL/Full2017_v9/WHSS/DY_OS_CR/nuisances.py | 23 ++++- .../UL/Full2017_v9/WHSS/DY_OS_CR/plot.py | 66 +++----------- .../UL/Full2017_v9/WHSS/DY_OS_CR/structure.py | 14 +-- .../UL/Full2017_v9/WHSS/do_plots.sh | 20 ---- 7 files changed, 110 insertions(+), 150 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/aliases.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/aliases.py index 6b72d9ba..eeaab7ec 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/aliases.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/aliases.py @@ -35,110 +35,117 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2017\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2017\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2017\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2017\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2017\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'], } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2017\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/configuration.py index 0da5abd8..d3eeb011 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/configuration.py @@ -1,5 +1,12 @@ # Configuration file for charge asymmetry WHSS analysis using the UL 2017 dataset +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + # Tag used to identify the configuration folder version tag = 'WHSS_OSCR_2017_v9_chargeAsymmetry_Mu82_EleUL90' @@ -9,8 +16,13 @@ # Output file name outputFile = "mkShapes__{}.root".format(tag) +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/cuts.py index 9447c4e9..9213d0b9 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/cuts.py @@ -16,16 +16,16 @@ # 2 Jets cuts['hww2l2v_13TeV_WH_OS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -37,10 +37,10 @@ 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -48,14 +48,14 @@ # 2 Jets cuts['hww2l2v_13TeV_WH_OS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', + 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 400 && mlljj20_whss > 50.', 'categories' : { # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } @@ -66,9 +66,9 @@ # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/nuisances.py index 55de9622..52c6f5c9 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/nuisances.py @@ -65,11 +65,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty split into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] + +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] nuisances['fake_syst_mm_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', @@ -128,6 +130,19 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2017', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake_mm' : 1.3, + 'Fake_em' : 1.3, + 'Fake_ee' : 1.3, + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2017', 'kind' : 'weight', diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/plot.py index 340c915a..2e3ae6b3 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/plot.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/plot.py @@ -40,46 +40,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, - 'color' : 617, - 'samples' : ['ZgS'] + 'color' : 412, # kGreen - 9 + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -116,38 +88,22 @@ 'scale' : 1.0, } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 617, # kViolet + 1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['WgS'] = { - 'nameHR' : 'WgS', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - plot['WZ'] = { 'nameHR' : 'WZ', 'color' : 858, # kAzure -2 diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/structure.py index 2ea8c5ef..37a9fb5d 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/DY_OS_CR/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_plots.sh b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_plots.sh index aed966cb..7e73e124 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_plots.sh +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WHSS/do_plots.sh @@ -17,41 +17,21 @@ mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cp ~/index.php plots_WHSS_2017_v9_chargeAsymmetry_Mu82_EleUL90/ if [ "$DATE" != "" ]; then From 62dd2230541acfb65fe4fe226a78b7be674c8cf1 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 11:10:16 +0200 Subject: [PATCH 31/44] WH3l 2017 working using new fake rates --- .../UL/Full2017_v9/WH3l/aliases.py | 99 ++++++++++--------- .../UL/Full2017_v9/WH3l/configuration.py | 10 +- .../WH3l/configuration_OSSF/configuration.py | 10 +- .../WH3l/configuration_OSSF/cuts.py | 3 +- .../WH3l/configuration_OSSF/structure.py | 39 +++----- .../WH3l/configuration_SSSF/structure.py | 44 ++++----- .../WH3l/configuration_WZ0j/plot.py | 24 ++--- .../WH3l/configuration_WZ0j/structure.py | 50 ++++------ .../WH3l/configuration_WZ1j/structure.py | 28 ++---- .../WH3l/configuration_WZ2j/structure.py | 28 ++---- .../UL/Full2017_v9/WH3l/cuts.py | 2 +- .../UL/Full2017_v9/WH3l/nuisances.py | 21 +++- .../UL/Full2017_v9/WH3l/plot.py | 42 ++------ .../UL/Full2017_v9/WH3l/structure.py | 14 +-- 14 files changed, 178 insertions(+), 236 deletions(-) diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/aliases.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/aliases.py index 536d2104..7895adcb 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/aliases.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/aliases.py @@ -35,98 +35,105 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2017\", 3, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2017\", 3, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2017\", 3, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2017\", 3, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2017\", 3, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', - 'samples' : ['Fake'] + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2017\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'samples' : ['Fake'] } # No jet with pt > 30 GeV @@ -308,22 +315,22 @@ # Evaluate BDT discriminants aliases['BDT_WH3l_OSSF_new_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/data/BDT/2017/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WH3l_OSSF_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{configurations}/data/BDT/2017/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')"], 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', 'samples' : mc + ['DATA','Fake'], } aliases['BDT_WH3l_SSSF_new_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/data/BDT/2017/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WH3l_SSSF_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{configurations}/data/BDT/2017/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')"], 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', 'samples' : mc + ['DATA','Fake'], } aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2017/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2017/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration.py index 379445dc..0ef49fdc 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l configurations_nuisance = os.path.dirname(configurations_nuisance) # Full2017_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/configuration.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/configuration.py index 976aad31..4269c0cd 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/configuration.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_OSSF configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/cuts.py index 52374958..cd00ebcc 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/cuts.py @@ -15,8 +15,7 @@ && (WH3l_mOSll[2] < 0 || WH3l_mOSll[2] > 12) \ && abs(WH3l_chlll) == 1 \ && bVeto \ - && !hole_veto \ - ' +' ## Signal region diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/structure.py index 68c2db35..38e9f26d 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_OSSF/structure.py @@ -1,9 +1,8 @@ # structure configuration for datacard # keys here must match keys in samples.py -# -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_ossf @@ -12,7 +11,11 @@ scale_histo_DY = 179.263293476/182.616477666 # 0.981638107181 scale_histo_WZ = 177.531779735/177.316651343 # 1.00121324416 scale_histo_Wg = 0.0/1 # 0.0 +scale_histo_Zg = 67.6616649555/66.946744614 # 1.01067894108 +scale_histo_Vg = 67.6616649555/66.946744614 scale_histo_WgS = 0.238406390483/0.247818661214 # 0.962019523932 +scale_histo_ZgS = 60.2724296872/59.287474624 # 1.01661320657 +scale_histo_VgS = (60.2724296872+0.238406390483)/(59.287474624+0.247818661214) scale_histo_ZH_htt = 0.207269098216/0.203737574985 # 1.01733368639 scale_histo_WH_hww_minus = 3.07035011258/3.06124357073 # 1.00297478513 scale_histo_ggZH_hww = 0.0540930301923/0.0542408589104 # 0.997274587441 @@ -25,20 +28,18 @@ scale_histo_ggH_htt = 0.0/1 # 0.0 scale_histo_qqH_htt = 0.0/1 # 0.0 scale_histo_ggWW = 0.335398595549/0.332412900789 # 1.00898188594 -scale_histo_ZgS = 60.2724296872/59.287474624 # 1.01661320657 scale_histo_top = 240.300684952/228.263381351 # 1.05273427358 scale_histo_WWewk = 0.0219532312348/0.0222954459818 # 0.984650912693 scale_histo_ZH_hww = 0.613957763721/0.612756085013 # 1.00196110449 -scale_histo_Zg = 67.6616649555/66.946744614 # 1.01067894108 scale_histo_WH_htt_plus = 1.07982687038/1.07653780999 # 1.00305522051 structure = {} -structure['top'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_top, -} +# structure['top'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# 'scaleSampleForDatacard' : scale_histo_top, +# } structure['WW'] = { 'isSignal' : 0, @@ -46,28 +47,16 @@ 'scaleSampleForDatacard' : scale_histo_WW, } -structure['Wg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Wg, -} - -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Zg, -} - -structure['WgS'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WgS, + 'scaleSampleForDatacard' : scale_histo_Vg, } -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZgS, + 'scaleSampleForDatacard' : scale_histo_VgS, } structure['ZZ'] = { diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_SSSF/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_SSSF/structure.py index 318f1486..d8c11f3e 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_SSSF/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_SSSF/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_sssf @@ -11,7 +11,11 @@ scale_histo_DY = 32.4936441324/31.117306538 # 1.04423061465 scale_histo_WZ = 14.691432066/14.6083730833 # 1.00568571067 scale_histo_Wg = 0.203306455636/0.203306455636 # 1.0 +scale_histo_Zg = 1.89794365098/1.90519634746 # 0.996193202614 +scale_histo_Vg = (1.89794365098+0.203306455636)/(1.90519634746+0.203306455636) scale_histo_WgS = 0.240531019447/0.26082099081 # 0.922207291294 +scale_histo_ZgS = 0.619408951876/0.616856883311 # 1.0041372134 +scale_histo_VgS = (0.619408951876+0.240531019447)/(0.616856883311+0.26082099081) scale_histo_ZH_htt = 0.117572975614/0.114819393016 # 1.02398185992 scale_histo_WH_hww_minus = 1.78755550767/1.78120096803 # 1.00356755905 scale_histo_ggZH_hww = 0.0234568247489/0.0240133039509 # 0.97682621254 @@ -24,20 +28,18 @@ scale_histo_ggH_htt = 0.0625138606953/0.0641459369924 # 0.974556825053 scale_histo_qqH_htt = 0.00481175156565/0.00481175156565 # 1.0 scale_histo_ggWW = 0.199935071843/0.19848729429 # 1.00729405657 -scale_histo_ZgS = 0.619408951876/0.616856883311 # 1.0041372134 scale_histo_top = 182.680385279/172.346678592 # 1.05995883861 scale_histo_WWewk = 0.0168717826444/0.0173046875522 # 0.974983373348 scale_histo_ZH_hww = 0.296096092846/0.295069661724 # 1.00347860609 -scale_histo_Zg = 1.89794365098/1.90519634746 # 0.996193202614 scale_histo_WH_htt_plus = 0.919274127525/0.916043657131 # 1.00352654633 structure = {} -structure['top'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_top, -} +# structure['top'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# 'scaleSampleForDatacard' : scale_histo_top, +# } structure['WW'] = { 'isSignal' : 0, @@ -45,29 +47,17 @@ 'scaleSampleForDatacard' : scale_histo_WW, } -structure['Wg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Wg, -} - -structure['Zg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Zg, + 'scaleSampleForDatacard' : scale_histo_Vg, } -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WgS, -} - -structure['ZgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZgS, -} +# structure['VgS'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# 'scaleSampleForDatacard' : scale_histo_VgS, +# } structure['ZZ'] = { 'isSignal' : 0, diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/plot.py index dfc63c90..aa61081f 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/plot.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/plot.py @@ -41,12 +41,12 @@ 'samples' : ['top'] } -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake'] -} +# groupPlot['Fake'] = { +# 'nameHR' : 'Non-prompt', +# 'isSignal' : 0, +# 'color' : 921, # kGray + 1 +# 'samples' : ['Fake'] +# } groupPlot['WW'] = { 'nameHR' : 'WW', @@ -263,12 +263,12 @@ # Fake # ######## -plot['Fake'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} +# plot['Fake'] = { +# 'color' : 921, # kGray + 1 +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0 +# } ######## diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/structure.py index 63c67e05..8f1857f2 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ0j/structure.py @@ -2,17 +2,21 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_wz_CR_0j -scale_histo_ttH_hww = 0.0600514388024/0.0557181657263 # 1.07777128015 -scale_histo_WW = 0.97562681523/0.996830323807 # 0.97872906946 -scale_histo_DY = 711.435735309/715.111215738 # 0.994860267398 -scale_histo_WZ = 1556.55933721/1554.57978184 # 1.00127337007 -scale_histo_Wg = 0.0/1 # 0.0 -scale_histo_WgS = 1.06562071754/1.04184261722 # 1.0228231212 -scale_histo_ZH_htt = 2.7110692999/2.7019385121 # 1.003379347 +scale_histo_ttH_hww = 0.0600514388024/0.0557181657263 # 1.07777128015 +scale_histo_WW = 0.97562681523/0.996830323807 # 0.97872906946 +scale_histo_DY = 711.435735309/715.111215738 # 0.994860267398 +scale_histo_WZ = 1556.55933721/1554.57978184 # 1.00127337007 +scale_histo_Wg = 0.0/1 # 0.0 +scale_histo_Zg = 26.2884437686/26.153795853 # 1.00514831256 +scale_histo_Vg = 26.2884437686/26.153795853 +scale_histo_WgS = 1.06562071754/1.04184261722 # 1.0228231212 +scale_histo_ZgS = 19.366256454/19.0663702478 # 1.01572854205 +scale_histo_VgS = (19.366256454+1.06562071754)/(19.0663702478+1.04184261722) +scale_histo_ZH_htt = 2.7110692999/2.7019385121 # 1.003379347 scale_histo_WH_hww_minus = 0.640533519325/0.637266941276 # 1.00512591794 scale_histo_ggZH_hww = 0.3997111456/0.402788768724 # 0.992359213156 scale_histo_qqH_hww = 0.00176102931298/0.00182305213908 # 0.965978578029 @@ -24,11 +28,9 @@ scale_histo_ggH_htt = 0.000105894615393/0.000105894615393 # 1.0 scale_histo_qqH_htt = 0.0/1 # 0.0 scale_histo_ggWW = 0.120607876449/0.118508228293 # 1.01771731959 -scale_histo_ZgS = 19.366256454/19.0663702478 # 1.01572854205 scale_histo_top = 128.289756342/123.755416369 # 1.03663952744 scale_histo_WWewk = 0.00876213859711/0.0090490051931 # 0.968298548861 scale_histo_ZH_hww = 6.00887802682/6.01445939408 # 0.999072008489 -scale_histo_Zg = 26.2884437686/26.153795853 # 1.00514831256 scale_histo_WH_htt_plus = 0.398605092444/0.396353094968 # 1.00568179612 structure = {} @@ -45,28 +47,16 @@ 'scaleSampleForDatacard' : scale_histo_WW, } -structure['Wg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Wg, -} - -structure['Zg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Zg, + 'scaleSampleForDatacard' : scale_histo_Vg, } -structure['WgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WgS, -} - -structure['ZgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZgS, + 'scaleSampleForDatacard' : scale_histo_VgS, } structure['ZZ'] = { @@ -159,10 +149,10 @@ 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, } -structure['Fake'] = { - 'isSignal' : 0, - 'isData' : 0 -} +# structure['Fake'] = { +# 'isSignal' : 0, +# 'isData' : 0 +# } # Data diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ1j/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ1j/structure.py index a8a3db8a..c39642c4 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ1j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ1j/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_wz_CR_1j @@ -11,7 +11,11 @@ scale_histo_DY = 27.3544775078/23.5067325226 # 1.16368693444 scale_histo_WZ = 722.070081358/716.566611969 # 1.00768033187 scale_histo_Wg = 0.0/1 # 0.0 +scale_histo_Zg = 58.2570110455/56.2180396662 # 1.03626898752 +scale_histo_Vg = 58.2570110455/56.2180396662 scale_histo_WgS = 0.710087842293/0.711699783483 # 0.997735082646 +scale_histo_ZgS = 33.8991848421/33.7916805742 # 1.0031813827 +scale_histo_VgS = (33.8991848421+0.710087842293)/(33.7916805742+0.711699783483) scale_histo_ZH_htt = 1.37625922962/1.35915496252 # 1.01258448637 scale_histo_WH_hww_minus = 0.791654241601/0.790021361161 # 1.00206688138 scale_histo_ggZH_hww = 0.218323940327/0.215454720114 # 1.01331704505 @@ -24,11 +28,9 @@ scale_histo_ggH_htt = 0.0/1 # 0.0 scale_histo_qqH_htt = 0.00379935083794/0.00403252685479 # 0.942176202354 scale_histo_ggWW = 0.0168164351893/0.0170486129502 # 0.986381428121 -scale_histo_ZgS = 33.8991848421/33.7916805742 # 1.0031813827 scale_histo_top = 4.6780838878/3.14856433695 # 1.48578316565 scale_histo_WWewk = 0.00556482676262/0.00546926964109 # 1.01747164206 scale_histo_ZH_hww = 3.32473121988/3.2753136817 # 1.01508787951 -scale_histo_Zg = 58.2570110455/56.2180396662 # 1.03626898752 scale_histo_WH_htt_plus = 0.448634894474/0.44505006683 # 1.00805488621 structure = {} @@ -45,28 +47,16 @@ 'scaleSampleForDatacard' : scale_histo_WW, } -structure['Wg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Wg, -} - -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Zg, -} - -structure['WgS'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WgS, + 'scaleSampleForDatacard' : scale_histo_Vg, } -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZgS, + 'scaleSampleForDatacard' : scale_histo_VgS, } structure['ZZ'] = { diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ2j/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ2j/structure.py index d994d6c0..db7edd77 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ2j/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/configuration_WZ2j/structure.py @@ -2,7 +2,7 @@ # keys here must match keys in samples.py -signal_normalization = 10.0 +signal_normalization = 1.0 # BTag normalization factors # Cut = wh3l_13TeV_wz_CR_2j @@ -11,7 +11,11 @@ scale_histo_DY = 13.3088286027/9.66502517957 # 1.37700920127 scale_histo_WZ = 432.961027073/433.767005889 # 0.998141908434 scale_histo_Wg = 0.0/1 # 0.0 +scale_histo_Zg = 25.7784323683/24.7714004914 # 1.04065300536 +scale_histo_Vg = 25.7784323683/24.7714004914 scale_histo_WgS = 0.387967854394/0.369932457368 # 1.04875321607 +scale_histo_ZgS = 16.557917519/16.2451103889 # 1.0192554635 +scale_histo_VgS = (16.557917519+0.387967854394)/(16.2451103889+0.369932457368) scale_histo_ZH_htt = 0.887281851424/0.853180221539 # 1.03997001926 scale_histo_WH_hww_minus = 0.431204675098/0.428028818477 # 1.00741972616 scale_histo_ggZH_hww = 0.254099523334/0.254090580933 # 1.00003519375 @@ -24,11 +28,9 @@ scale_histo_ggH_htt = 0.0/1 # 0.0 scale_histo_qqH_htt = 0.0/1 # 0.0 scale_histo_ggWW = 0.0137853464588/0.0143145790963 # 0.963028417811 -scale_histo_ZgS = 16.557917519/16.2451103889 # 1.0192554635 scale_histo_top = 8.50420615999/6.00007052393 # 1.4173510338 scale_histo_WWewk = 0.0240398559048/0.0228602613111 # 1.05160022353 scale_histo_ZH_hww = 2.60982880369/2.55684671423 # 1.02072165264 -scale_histo_Zg = 25.7784323683/24.7714004914 # 1.04065300536 scale_histo_WH_htt_plus = 0.237149327659/0.237869828818 # 0.996971027545 structure = {} @@ -45,28 +47,16 @@ 'scaleSampleForDatacard' : scale_histo_WW, } -structure['Wg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Wg, -} - -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Zg, -} - -structure['WgS'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WgS, + 'scaleSampleForDatacard' : scale_histo_Vg, } -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZgS, + 'scaleSampleForDatacard' : scale_histo_VgS, } structure['ZZ'] = { diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/cuts.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/cuts.py index 287a2419..b57ba5bb 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/cuts.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/cuts.py @@ -15,7 +15,7 @@ && (WH3l_mOSll[2] < 0 || WH3l_mOSll[2] > 12) \ && abs(WH3l_chlll) == 1 \ && bVeto \ - ' +' ## Signal region diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/nuisances.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/nuisances.py index 6cf7eb27..9b7e3a3f 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/nuisances.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/nuisances.py @@ -65,11 +65,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty splitted into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.3*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.3*(abs(Lepton_eta[1])>1.479)'] + +fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.3*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] nuisances['fake_syst_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_barrel', @@ -88,6 +90,17 @@ def makeMCDirectory(var=''): }, } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2017', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake' : '1.3', + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2017', 'kind' : 'weight', diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/plot.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/plot.py index f0bb20e2..441c66a7 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/plot.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/plot.py @@ -33,32 +33,18 @@ 'samples' : ['VVV'] } -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", - 'isSignal' : 0, - 'color' : 617, - 'samples' : ['ZgS'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -groupPlot['WgS'] = { +groupPlot['VgS'] = { 'nameHR' : "W#gamma*", 'isSignal' : 0, 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['VgS'] } groupPlot['ZZ'] = { @@ -116,28 +102,14 @@ 'scale' : 1.0 } -plot['Wg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Zg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { +plot['Vg'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['ZgS'] = { +plot['VgS'] = { 'color' : 617, # kViolet + 1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/structure.py b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/structure.py index 9a4ce9fd..6e7afcc8 100644 --- a/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/structure.py +++ b/WH_chargeAsymmetry/UL/Full2017_v9/WH3l/structure.py @@ -14,22 +14,12 @@ 'isData' : 0 } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0 } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0 -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0 -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0 } From 4e0744f729f5360ee645c0c6ef103a33977ce5fc Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 11:10:59 +0200 Subject: [PATCH 32/44] fake rates reader macro adapted to new format --- .../UL/macros/fake_rate_reader_class.cc | 74 ++++++++++++++----- 1 file changed, 56 insertions(+), 18 deletions(-) diff --git a/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc b/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc index 352c0a0f..96e98eeb 100644 --- a/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc +++ b/WH_chargeAsymmetry/UL/macros/fake_rate_reader_class.cc @@ -72,9 +72,13 @@ class fake_rate_reader{ TH2F* fake_rate_muon_25_; TH2F* fake_rate_muon_30_; TH2F* fake_rate_muon_35_; + TH2F* fake_rate_muon_40_; TH2F* fake_rate_muon_45_; + TH2F* fake_rate_ele_20_; TH2F* fake_rate_ele_25_; + TH2F* fake_rate_ele_30_; TH2F* fake_rate_ele_35_; + TH2F* fake_rate_ele_40_; TH2F* fake_rate_ele_45_; TH2F* prompt_rate_muon_; TH2F* prompt_rate_ele_; @@ -118,7 +122,8 @@ class fake_rate_reader{ float fakeWeight_2l1j = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_30_, fake_rate_muon_30_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); float fakeWeight_2l2j = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -143,7 +148,8 @@ class fake_rate_reader{ float fakeWeight_2l1jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_40_, fake_rate_muon_30_, "Nominal"); + // fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); float fakeWeight_2l2jElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -173,7 +179,8 @@ class fake_rate_reader{ float fakeWeight_2l1jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_20_, fake_rate_muon_30_, "Nominal"); + // fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); float fakeWeight_2l2jElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -203,7 +210,8 @@ class fake_rate_reader{ float fakeWeight_2l1jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + fake_rate_ele_30_, fake_rate_muon_40_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); float fakeWeight_2l2jMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -233,7 +241,8 @@ class fake_rate_reader{ float fakeWeight_2l1jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); + fake_rate_ele_30_, fake_rate_muon_20_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); float fakeWeight_2l2jMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -263,7 +272,8 @@ class fake_rate_reader{ float fakeWeight_2l1jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); + fake_rate_ele_30_, fake_rate_muon_30_, "ElUp"); + // fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); float fakeWeight_2l2jstatElUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -294,7 +304,8 @@ class fake_rate_reader{ float fakeWeight_2l1jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); + fake_rate_ele_30_, fake_rate_muon_30_, "ElDown"); + // fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); float fakeWeight_2l2jstatElDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -324,7 +335,8 @@ class fake_rate_reader{ float fakeWeight_2l1jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); + fake_rate_ele_30_, fake_rate_muon_30_, "MuUp"); + // fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); float fakeWeight_2l2jstatMuUp = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -355,7 +367,8 @@ class fake_rate_reader{ float fakeWeight_2l1jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], - fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); + fake_rate_ele_30_, fake_rate_muon_30_, "MuDown"); + // fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); float fakeWeight_2l2jstatMuDown = GetFR_2l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], @@ -386,7 +399,8 @@ class fake_rate_reader{ float fakeWeight_3l = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_30_, fake_rate_muon_30_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); // fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); if (kind_ == "nominal") return fakeWeight_3l; @@ -396,7 +410,8 @@ class fake_rate_reader{ float fakeWeight_3lElUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_40_, fake_rate_muon_30_, "Nominal"); + // fake_rate_ele_45_, fake_rate_muon_25_, "Nominal"); // fake_rate_ele_45_, fake_rate_muon_35_, "Nominal"); float fakeWeightEleUp = fakeWeight_3lElUp / fakeWeight_3l; @@ -409,7 +424,8 @@ class fake_rate_reader{ float fakeWeight_3lElDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); + fake_rate_ele_20_, fake_rate_muon_30_, "Nominal"); + // fake_rate_ele_25_, fake_rate_muon_25_, "Nominal"); // fake_rate_ele_25_, fake_rate_muon_35_, "Nominal"); float fakeWeightEleDown = fakeWeight_3lElDown / fakeWeight_3l; @@ -422,7 +438,8 @@ class fake_rate_reader{ float fakeWeight_3lMuUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); + fake_rate_ele_30_, fake_rate_muon_40_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_35_, "Nominal"); // fake_rate_ele_35_, fake_rate_muon_45_, "Nominal"); @@ -436,7 +453,8 @@ class fake_rate_reader{ float fakeWeight_3lMuDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); + fake_rate_ele_30_, fake_rate_muon_20_, "Nominal"); + // fake_rate_ele_35_, fake_rate_muon_15_, "Nominal"); // fake_rate_ele_35_, fake_rate_muon_25_, "Nominal"); float fakeWeightMuDown = fakeWeight_3lMuDown / fakeWeight_3l; @@ -449,7 +467,8 @@ class fake_rate_reader{ float fakeWeight_3lstatEleUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); + fake_rate_ele_30_, fake_rate_muon_20_, "ElUp"); + // fake_rate_ele_35_, fake_rate_muon_25_, "ElUp"); // fake_rate_ele_35_, fake_rate_muon_35_, "ElUp"); float fakeWeightstatEleUp = fakeWeight_3lstatEleUp / fakeWeight_3l; @@ -462,7 +481,8 @@ class fake_rate_reader{ float fakeWeight_3lstatEleDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); + fake_rate_ele_30_, fake_rate_muon_30_, "ElDown"); + // fake_rate_ele_35_, fake_rate_muon_25_, "ElDown"); // fake_rate_ele_35_, fake_rate_muon_35_, "ElDown"); float fakeWeightstatEleDown = fakeWeight_3lstatEleDown / fakeWeight_3l; @@ -475,7 +495,8 @@ class fake_rate_reader{ float fakeWeight_3lstatMuUp = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); + fake_rate_ele_30_, fake_rate_muon_30_, "MuUp"); + // fake_rate_ele_35_, fake_rate_muon_25_, "MuUp"); // fake_rate_ele_35_, fake_rate_muon_35_, "MuUp"); float fakeWeightstatMuUp = fakeWeight_3lstatMuUp / fakeWeight_3l; @@ -488,7 +509,8 @@ class fake_rate_reader{ float fakeWeight_3lstatMuDown = GetFR_3l(Lepton_pt[0], Lepton_eta[0], Lepton_pdgId[0], isTight_[0], Lepton_pt[1], Lepton_eta[1], Lepton_pdgId[1], isTight_[1], Lepton_pt[2], Lepton_eta[2], Lepton_pdgId[2], isTight_[2], - fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); + fake_rate_ele_30_, fake_rate_muon_30_, "MuDown"); + // fake_rate_ele_35_, fake_rate_muon_25_, "MuDown"); // fake_rate_ele_35_, fake_rate_muon_35_, "MuDown"); float fakeWeightstatMuDown = fakeWeight_3lstatMuDown / fakeWeight_3l; @@ -551,6 +573,7 @@ fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_ TString fake_muon_file_name_25 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet25.root"; TString fake_muon_file_name_30 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet30.root"; TString fake_muon_file_name_35 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet35.root"; + TString fake_muon_file_name_40 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet40.root"; TString fake_muon_file_name_45 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight_HWWW_tthmva_" + muon_WP + "/MuonFR_jet45.root"; if (year_ == "2016_HIPM" || year_ == "2016_noHIPM"){ @@ -563,8 +586,11 @@ fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_ fake_muon_file_name_45 = mkShapesRDF_base + "/data/fakerate/" + year + "/cut_Tight80x_tthmva_" + muon_WP + "/MuonFR_jet45.root"; } + TString fake_ele_file_name_20 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet20.root"; TString fake_ele_file_name_25 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet25.root"; + TString fake_ele_file_name_30 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet30.root"; TString fake_ele_file_name_35 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet35.root"; + TString fake_ele_file_name_40 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet40.root"; TString fake_ele_file_name_45 = mkShapesRDF_base + "/data/fakerate/" + year + "/mvaFall17V2Iso_WP90" + ele_tight_suffix + "_tthmva_UL_" + ele_WP + "/EleFR_jet45.root"; // Prompt rate input files @@ -593,6 +619,9 @@ fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_ TFile* f_muon_35 = new TFile(fake_muon_file_name_35); fake_rate_muon_35_ = (TH2F*) f_muon_35 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_muon_40 = new TFile(fake_muon_file_name_40); + fake_rate_muon_40_ = (TH2F*) f_muon_40 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_muon_45 = new TFile(fake_muon_file_name_45); fake_rate_muon_45_ = (TH2F*) f_muon_45 -> Get("FR_pT_eta_EWKcorr"); @@ -600,12 +629,21 @@ fake_rate_reader::fake_rate_reader( TString year , TString ele_WP, TString muon_ prompt_rate_muon_ = (TH2F*) f_muon_PR -> Get("h_Muon_signal_pt_eta_bin"); // Electrons + TFile* f_ele_20 = new TFile(fake_ele_file_name_20); + fake_rate_ele_20_ = (TH2F*) f_ele_20 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_ele_25 = new TFile(fake_ele_file_name_25); fake_rate_ele_25_ = (TH2F*) f_ele_25 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_ele_30 = new TFile(fake_ele_file_name_30); + fake_rate_ele_30_ = (TH2F*) f_ele_30 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_ele_35 = new TFile(fake_ele_file_name_35); fake_rate_ele_35_ = (TH2F*) f_ele_35 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_ele_40 = new TFile(fake_ele_file_name_40); + fake_rate_ele_40_ = (TH2F*) f_ele_40 -> Get("FR_pT_eta_EWKcorr"); + TFile* f_ele_45 = new TFile(fake_ele_file_name_45); fake_rate_ele_45_ = (TH2F*) f_ele_45 -> Get("FR_pT_eta_EWKcorr"); From f314898bf9952bb7e72fa67500654da24a89da43 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 11:21:57 +0200 Subject: [PATCH 33/44] removing unused fake CR configurations --- .../WHSS/configuration_1j_CR/README.md | 17 - .../WHSS/configuration_1j_CR/configuration.py | 99 --- .../WHSS/configuration_1j_CR/cuts.py | 66 -- .../WHSS/configuration_1j_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_1j_CR/plot.py | 356 ---------- .../WHSS/configuration_1j_CR/samples.py | 391 ----------- .../WHSS/configuration_1j_CR/structure.py | 203 ------ .../WHSS/configuration_1j_mm_CR/README.md | 17 - .../configuration_1j_mm_CR/configuration.py | 99 --- .../WHSS/configuration_1j_mm_CR/cuts.py | 37 - .../WHSS/configuration_1j_mm_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_1j_mm_CR/plot.py | 356 ---------- .../WHSS/configuration_1j_mm_CR/structure.py | 203 ------ .../WHSS/configuration_2j_CR/README.md | 17 - .../WHSS/configuration_2j_CR/configuration.py | 99 --- .../WHSS/configuration_2j_CR/cuts.py | 65 -- .../WHSS/configuration_2j_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_2j_CR/plot.py | 355 ---------- .../WHSS/configuration_2j_CR/samples.py | 384 ---------- .../WHSS/configuration_2j_CR/structure.py | 202 ------ .../WHSS/configuration_2j_mm_CR/README.md | 17 - .../configuration_2j_mm_CR/configuration.py | 99 --- .../WHSS/configuration_2j_mm_CR/cuts.py | 37 - .../WHSS/configuration_2j_mm_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_2j_mm_CR/plot.py | 355 ---------- .../WHSS/configuration_2j_mm_CR/structure.py | 202 ------ 26 files changed, 6292 deletions(-) delete mode 100644 WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/samples.py delete mode 100644 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b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/configuration.py deleted file mode 100644 index 79ddeafb..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016noHIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) -# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 -lumi = 16.81 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/cuts.py deleted file mode 100644 index 9ff759bd..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/cuts.py +++ /dev/null @@ -1,66 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SS CR 1jet - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 1jet -cuts['hww2l2v_13TeV_WH_SS_DYee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/nuisances.py deleted file mode 100644 index f0a2cb34..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.000489*(puWeightUp/puWeight)', '0.998828*(puWeightDown/puWeight)'], - 'WW' : ['1.007152*(puWeightUp/puWeight)', '0.993194*(puWeightDown/puWeight)'], - 'ggWW' : ['1.006460*(puWeightUp/puWeight)', '0.993661*(puWeightDown/puWeight)'], - 'Vg' : ['1.004694*(puWeightUp/puWeight)', '0.998294*(puWeightDown/puWeight)'], - 'WZ' : ['1.003158*(puWeightUp/puWeight)', '0.997747*(puWeightDown/puWeight)'], - 'ZZ' : ['1.000801*(puWeightUp/puWeight)', '0.999199*(puWeightDown/puWeight)'], - 'VVV' : ['0.996144*(puWeightUp/puWeight)', '1.005616*(puWeightDown/puWeight)'], - 'top' : ['1.004374*(puWeightUp/puWeight)', '0.995684*(puWeightDown/puWeight)'], - 'Higgs' : ['1.006460*(puWeightUp/puWeight)', '0.993559*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/plot.py deleted file mode 100644 index 3740c6b6..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.160537372171/0.105836109911 # 1.51684876084 -scale_histo_WW = 13.1478410113/12.9925824875 # 1.01194978165 -scale_histo_DY = 23.1120856722/21.6856215092 # 1.06577926127 -scale_histo_WZ = 115.896303073/117.772801287 # 0.984066794763 -scale_histo_Wg = 123.865202644/120.851067654 # 1.02494090494 -scale_histo_Zg = 16.0942073492/16.2827654077 # 0.988419776752 -scale_histo_Vg = (123.865202644+16.0942073492)/(120.851067654+16.2827654077) -scale_histo_ZgS = 5.54053867478/5.26867838135 # 1.0515993336 -scale_histo_WgS = 51.4646013319/49.3716146509 # 1.04239251027 -scale_histo_VgS = (51.4646013319+5.54053867478)/(49.3716146509+5.26867838135) -scale_histo_ZH_htt = 0.206772897183/0.21476539759 # 0.962784971428 -scale_histo_ggZH_hww = 0.115696593519/0.110430456832 # 1.04768735761 -scale_histo_qqH_hww = 0.0418143373177/0.0406604978316 # 1.02837740676 -scale_histo_ZZ = 3.6062138988/3.62806772315 # 0.993976456334 -scale_histo_ggH_hww = 0.516740512838/0.500764939631 # 1.03190233969 -scale_histo_WH_htt_minus = 0.760284077219/0.790188965083 # 0.962154764005 -scale_histo_VVV = 4.0070473387/4.12788750782 # 0.970725905469 -scale_histo_WH_hww_plus = 3.12916804508/3.03427517747 # 1.03127365254 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_qqH_htt = 0.0261558449402/0.0265182022699 # 0.986335524331 -scale_histo_ggWW = 0.864962033063/0.851737593944 # 1.01552642412 -scale_histo_top = 76.8733454708/59.7989943761 # 1.28552906738 -scale_histo_WWewk = 0.0937543443187/0.0920893788864 # 1.01807988557 -scale_histo_ZH_hww = 0.468019653719/0.456889363186 # 1.02436101916 -scale_histo_WH_hww_minus = 1.84971389157/1.80063731754 # 1.02725511326 -scale_histo_WH_htt_plus = 1.25210961736/1.291978315 # 0.969141356961 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 16.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/samples.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/samples.py deleted file mode 100644 index 5f8a5891..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/samples.py +++ /dev/null @@ -1,391 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_noHIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['F','Run2016F-UL2016-v1'], - ['G','Run2016G_UL2016-v1'], - ['H','Run2016H_UL2016-v1'], -] - -DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] - -DataTrig = { - 'MuonEG' : ' Trigger_ElMu' , - 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , - 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', - 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', - 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, # +'*ttHMVA_SF_flip_2l', -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleMuon' in pd and 'Run2016G' in sd: - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name' : [], - 'weight' : 'LepWPCut*METFilter_DATA', - 'weights' : [], - 'isData' : ['all'], - 'FilesPerJob' : 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleMuon' in pd and 'Run2016G' in sd: - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/structure.py deleted file mode 100644 index b38b3c00..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_CR/structure.py +++ /dev/null @@ -1,203 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.160537372171/0.105836109911 # 1.51684876084 -scale_histo_WW = 13.1478410113/12.9925824875 # 1.01194978165 -scale_histo_DY = 23.1120856722/21.6856215092 # 1.06577926127 -scale_histo_WZ = 115.896303073/117.772801287 # 0.984066794763 -scale_histo_Wg = 123.865202644/120.851067654 # 1.02494090494 -scale_histo_Zg = 16.0942073492/16.2827654077 # 0.988419776752 -scale_histo_Vg = (123.865202644+16.0942073492)/(120.851067654+16.2827654077) -scale_histo_ZgS = 5.54053867478/5.26867838135 # 1.0515993336 -scale_histo_WgS = 51.4646013319/49.3716146509 # 1.04239251027 -scale_histo_VgS = (51.4646013319+5.54053867478)/(49.3716146509+5.26867838135) -scale_histo_ZH_htt = 0.206772897183/0.21476539759 # 0.962784971428 -scale_histo_ggZH_hww = 0.115696593519/0.110430456832 # 1.04768735761 -scale_histo_qqH_hww = 0.0418143373177/0.0406604978316 # 1.02837740676 -scale_histo_ZZ = 3.6062138988/3.62806772315 # 0.993976456334 -scale_histo_ggH_hww = 0.516740512838/0.500764939631 # 1.03190233969 -scale_histo_WH_htt_minus = 0.760284077219/0.790188965083 # 0.962154764005 -scale_histo_VVV = 4.0070473387/4.12788750782 # 0.970725905469 -scale_histo_WH_hww_plus = 3.12916804508/3.03427517747 # 1.03127365254 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_qqH_htt = 0.0261558449402/0.0265182022699 # 0.986335524331 -scale_histo_ggWW = 0.864962033063/0.851737593944 # 1.01552642412 -scale_histo_top = 76.8733454708/59.7989943761 # 1.28552906738 -scale_histo_WWewk = 0.0937543443187/0.0920893788864 # 1.01807988557 -scale_histo_ZH_hww = 0.468019653719/0.456889363186 # 1.02436101916 -scale_histo_WH_hww_minus = 1.84971389157/1.80063731754 # 1.02725511326 -scale_histo_WH_htt_plus = 1.25210961736/1.291978315 # 0.969141356961 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -# structure['ggZH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -# } - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/README.md b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py deleted file mode 100644 index 9139dec5..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016noHIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) -# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 -lumi = 16.81 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py deleted file mode 100644 index 091bbdd5..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 1jet - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py deleted file mode 100644 index f0a2cb34..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.000489*(puWeightUp/puWeight)', '0.998828*(puWeightDown/puWeight)'], - 'WW' : ['1.007152*(puWeightUp/puWeight)', '0.993194*(puWeightDown/puWeight)'], - 'ggWW' : ['1.006460*(puWeightUp/puWeight)', '0.993661*(puWeightDown/puWeight)'], - 'Vg' : ['1.004694*(puWeightUp/puWeight)', '0.998294*(puWeightDown/puWeight)'], - 'WZ' : ['1.003158*(puWeightUp/puWeight)', '0.997747*(puWeightDown/puWeight)'], - 'ZZ' : ['1.000801*(puWeightUp/puWeight)', '0.999199*(puWeightDown/puWeight)'], - 'VVV' : ['0.996144*(puWeightUp/puWeight)', '1.005616*(puWeightDown/puWeight)'], - 'top' : ['1.004374*(puWeightUp/puWeight)', '0.995684*(puWeightDown/puWeight)'], - 'Higgs' : ['1.006460*(puWeightUp/puWeight)', '0.993559*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/plot.py deleted file mode 100644 index 592af1fd..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.160537372171/0.105836109911 # 1.51684876084 -scale_histo_WW = 13.1478410113/12.9925824875 # 1.01194978165 -scale_histo_DY = 23.1120856722/21.6856215092 # 1.06577926127 -scale_histo_WZ = 115.896303073/117.772801287 # 0.984066794763 -scale_histo_Wg = 123.865202644/120.851067654 # 1.02494090494 -scale_histo_Zg = 16.0942073492/16.2827654077 # 0.988419776752 -scale_histo_Vg = (123.865202644+16.0942073492)/(120.851067654+16.2827654077) -scale_histo_ZgS = 5.54053867478/5.26867838135 # 1.0515993336 -scale_histo_WgS = 51.4646013319/49.3716146509 # 1.04239251027 -scale_histo_VgS = (51.4646013319+5.54053867478)/(49.3716146509+5.26867838135) -scale_histo_ZH_htt = 0.206772897183/0.21476539759 # 0.962784971428 -scale_histo_ggZH_hww = 0.115696593519/0.110430456832 # 1.04768735761 -scale_histo_qqH_hww = 0.0418143373177/0.0406604978316 # 1.02837740676 -scale_histo_ZZ = 3.6062138988/3.62806772315 # 0.993976456334 -scale_histo_ggH_hww = 0.516740512838/0.500764939631 # 1.03190233969 -scale_histo_WH_htt_minus = 0.760284077219/0.790188965083 # 0.962154764005 -scale_histo_VVV = 4.0070473387/4.12788750782 # 0.970725905469 -scale_histo_WH_hww_plus = 3.12916804508/3.03427517747 # 1.03127365254 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_qqH_htt = 0.0261558449402/0.0265182022699 # 0.986335524331 -scale_histo_ggWW = 0.864962033063/0.851737593944 # 1.01552642412 -scale_histo_top = 76.8733454708/59.7989943761 # 1.28552906738 -scale_histo_WWewk = 0.0937543443187/0.0920893788864 # 1.01807988557 -scale_histo_ZH_hww = 0.468019653719/0.456889363186 # 1.02436101916 -scale_histo_WH_hww_minus = 1.84971389157/1.80063731754 # 1.02725511326 -scale_histo_WH_htt_plus = 1.25210961736/1.291978315 # 0.969141356961 - -groupPlot = {} - -groupPlot['top'] = { - 'nameHR' : 'tW+ and t#bar{t}', - 'isSignal' : 0, - 'color' : 400, # kYellow - 'samples' : ['top'] -} - -groupPlot['WW'] = { - 'nameHR' : 'WW', - 'isSignal' : 0, - 'color' : 851, # kAzure -9 - 'samples' : ['WW', 'ggWW', 'WWewk'] -} - -groupPlot['DY'] = { - 'nameHR' : "DY", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['DY'] -} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -plot['DY'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_DY, -} - -plot['top'] = { - 'nameHR' : 'tW and t#bar{t}', - 'color' : 400, # kYellow - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_top, -} - -plot['WW'] = { - 'color' : 851, # kAzure -9 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WW, -} - -plot['WWewk'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WWewk, -} - -plot['ggWW'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggWW, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 16.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/structure.py deleted file mode 100644 index c4404b36..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm_CR/structure.py +++ /dev/null @@ -1,203 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.160537372171/0.105836109911 # 1.51684876084 -scale_histo_WW = 13.1478410113/12.9925824875 # 1.01194978165 -scale_histo_DY = 23.1120856722/21.6856215092 # 1.06577926127 -scale_histo_WZ = 115.896303073/117.772801287 # 0.984066794763 -scale_histo_Wg = 123.865202644/120.851067654 # 1.02494090494 -scale_histo_Zg = 16.0942073492/16.2827654077 # 0.988419776752 -scale_histo_Vg = (123.865202644+16.0942073492)/(120.851067654+16.2827654077) -scale_histo_ZgS = 5.54053867478/5.26867838135 # 1.0515993336 -scale_histo_WgS = 51.4646013319/49.3716146509 # 1.04239251027 -scale_histo_VgS = (51.4646013319+5.54053867478)/(49.3716146509+5.26867838135) -scale_histo_ZH_htt = 0.206772897183/0.21476539759 # 0.962784971428 -scale_histo_ggZH_hww = 0.115696593519/0.110430456832 # 1.04768735761 -scale_histo_qqH_hww = 0.0418143373177/0.0406604978316 # 1.02837740676 -scale_histo_ZZ = 3.6062138988/3.62806772315 # 0.993976456334 -scale_histo_ggH_hww = 0.516740512838/0.500764939631 # 1.03190233969 -scale_histo_WH_htt_minus = 0.760284077219/0.790188965083 # 0.962154764005 -scale_histo_VVV = 4.0070473387/4.12788750782 # 0.970725905469 -scale_histo_WH_hww_plus = 3.12916804508/3.03427517747 # 1.03127365254 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_ggH_htt = 0.0547492764387/0.058092494244 # 0.942450090175 -scale_histo_qqH_htt = 0.0261558449402/0.0265182022699 # 0.986335524331 -scale_histo_ggWW = 0.864962033063/0.851737593944 # 1.01552642412 -scale_histo_top = 76.8733454708/59.7989943761 # 1.28552906738 -scale_histo_WWewk = 0.0937543443187/0.0920893788864 # 1.01807988557 -scale_histo_ZH_hww = 0.468019653719/0.456889363186 # 1.02436101916 -scale_histo_WH_hww_minus = 1.84971389157/1.80063731754 # 1.02725511326 -scale_histo_WH_htt_plus = 1.25210961736/1.291978315 # 0.969141356961 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/README.md b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/configuration.py deleted file mode 100644 index d72839ef..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016noHIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) -# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 -lumi = 16.81 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/cuts.py deleted file mode 100644 index 7f25bb75..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/cuts.py +++ /dev/null @@ -1,65 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 2jets -cuts['hww2l2v_13TeV_WH_SS_DYee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/nuisances.py deleted file mode 100644 index f0a2cb34..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.000489*(puWeightUp/puWeight)', '0.998828*(puWeightDown/puWeight)'], - 'WW' : ['1.007152*(puWeightUp/puWeight)', '0.993194*(puWeightDown/puWeight)'], - 'ggWW' : ['1.006460*(puWeightUp/puWeight)', '0.993661*(puWeightDown/puWeight)'], - 'Vg' : ['1.004694*(puWeightUp/puWeight)', '0.998294*(puWeightDown/puWeight)'], - 'WZ' : ['1.003158*(puWeightUp/puWeight)', '0.997747*(puWeightDown/puWeight)'], - 'ZZ' : ['1.000801*(puWeightUp/puWeight)', '0.999199*(puWeightDown/puWeight)'], - 'VVV' : ['0.996144*(puWeightUp/puWeight)', '1.005616*(puWeightDown/puWeight)'], - 'top' : ['1.004374*(puWeightUp/puWeight)', '0.995684*(puWeightDown/puWeight)'], - 'Higgs' : ['1.006460*(puWeightUp/puWeight)', '0.993559*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/plot.py deleted file mode 100644 index 42b05c23..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/plot.py +++ /dev/null @@ -1,355 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.617010001941/0.446976799456 # 1.38040722179 -scale_histo_WW = 1.18766327892/1.11941960177 # 1.06096344663 -scale_histo_DY = 2.73201114062/0.608771954656 # 4.48774146004 -scale_histo_WZ = 14.3395874219/14.5601910428 # 0.984848851212 -scale_histo_Wg = 14.1373403782/13.3726960287 # 1.05717952071 -scale_histo_Zg = 1.52588834242/1.44067413887 # 1.05914883959 -scale_histo_Vg = (14.1373403782+1.52588834242)/(13.3726960287+1.44067413887) -scale_histo_WgS = 5.08787522305/4.79282588245 # 1.06156062161 -scale_histo_ZgS = 1.15543489932/0.954033381473 # 1.21110531535 -scale_histo_VgS = (5.08787522305+1.15543489932)/(4.79282588245+0.954033381473) -scale_histo_ZH_htt = 0.0461453275357/0.0465742645873 # 0.990790256048 -scale_histo_ggZH_hww = 0.0297800727078/0.0349759598491 # 0.851444044317 -scale_histo_qqH_hww = 0.0075359367047/0.0066903584339 # 1.12638758882 -scale_histo_ZZ = 0.495265502014/0.498023693388 # 0.994461726599 -scale_histo_ggH_hww = 0.0441757111415/0.0460026087971 # 0.960287085811 -scale_histo_WH_htt_minus = 0.0941584918584/0.0962440831445 # 0.978330186979 -scale_histo_VVV = 1.01443537458/1.06235296784 # 0.9548948469 -scale_histo_WH_hww_plus = 0.649373521985/0.644823292629 # 1.0070565524 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_qqH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.072279298858/0.069415504322 # 1.04125583418 -scale_histo_top = 34.3826934095/25.3486171412 # 1.35639325877 -scale_histo_WWewk = 0.00912821559271/0.00909789799107 # 1.00333237432 -scale_histo_ZH_hww = 0.100156164997/0.0990130825874 # 1.01154476136 -scale_histo_WH_hww_minus = 0.371555178345/0.369464620919 # 1.00565834266 -scale_histo_WH_htt_plus = 0.1320381988/0.133786809382 # 0.986929873051 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 16.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/samples.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/samples.py deleted file mode 100644 index 8fb54109..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/samples.py +++ /dev/null @@ -1,384 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_noHIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_noHIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['F','Run2016F-UL2016-v1'], - ['G','Run2016G_UL2016-v1'], - ['H','Run2016H_UL2016-v1'], -] - -DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] - -DataTrig = { - 'MuonEG' : ' Trigger_ElMu' , - 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , - 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', - 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', - 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -###### DY ####### -files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ - nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -samples['DY'] = { - 'name': files, - 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', - 'FilesPerJob': 8, -} - -##### Top ####### -files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ - nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ - nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ - nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ - nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -samples['top'] = { - 'name': files, - 'weight': mcCommonWeight, # +'*ttHMVA_SF_flip_2l', - 'FilesPerJob': 8, -} -addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -###### WW ######## -samples['WW'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), - 'weight': mcCommonWeight + '*nllW*ewknloW', - 'FilesPerJob': 4 -} - -samples['WWewk'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), - 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, - 'FilesPerJob': 8 -} - -files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ - nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -samples['ggWW'] = { - 'name': files, - 'weight': mcCommonWeight + '*1.53/1.4', - 'FilesPerJob': 8 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleMuon' in pd and 'Run2016G' in sd: - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name' : [], - 'weight' : 'LepWPCut*METFilter_DATA', - 'weights' : [], - 'isData' : ['all'], - 'FilesPerJob' : 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleMuon' in pd and 'Run2016G' in sd: - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v1','v2') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/structure.py deleted file mode 100644 index 5bfab0d2..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_CR/structure.py +++ /dev/null @@ -1,202 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.617010001941/0.446976799456 # 1.38040722179 -scale_histo_WW = 1.18766327892/1.11941960177 # 1.06096344663 -scale_histo_DY = 2.73201114062/0.608771954656 # 4.48774146004 -scale_histo_WZ = 14.3395874219/14.5601910428 # 0.984848851212 -scale_histo_Wg = 14.1373403782/13.3726960287 # 1.05717952071 -scale_histo_Zg = 1.52588834242/1.44067413887 # 1.05914883959 -scale_histo_Vg = (14.1373403782+1.52588834242)/(13.3726960287+1.44067413887) -scale_histo_WgS = 5.08787522305/4.79282588245 # 1.06156062161 -scale_histo_ZgS = 1.15543489932/0.954033381473 # 1.21110531535 -scale_histo_VgS = (5.08787522305+1.15543489932)/(4.79282588245+0.954033381473) -scale_histo_ZH_htt = 0.0461453275357/0.0465742645873 # 0.990790256048 -scale_histo_ggZH_hww = 0.0297800727078/0.0349759598491 # 0.851444044317 -scale_histo_qqH_hww = 0.0075359367047/0.0066903584339 # 1.12638758882 -scale_histo_ZZ = 0.495265502014/0.498023693388 # 0.994461726599 -scale_histo_ggH_hww = 0.0441757111415/0.0460026087971 # 0.960287085811 -scale_histo_WH_htt_minus = 0.0941584918584/0.0962440831445 # 0.978330186979 -scale_histo_VVV = 1.01443537458/1.06235296784 # 0.9548948469 -scale_histo_WH_hww_plus = 0.649373521985/0.644823292629 # 1.0070565524 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_qqH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.072279298858/0.069415504322 # 1.04125583418 -scale_histo_top = 34.3826934095/25.3486171412 # 1.35639325877 -scale_histo_WWewk = 0.00912821559271/0.00909789799107 # 1.00333237432 -scale_histo_ZH_hww = 0.100156164997/0.0990130825874 # 1.01154476136 -scale_histo_WH_hww_minus = 0.371555178345/0.369464620919 # 1.00565834266 -scale_histo_WH_htt_plus = 0.1320381988/0.133786809382 # 0.986929873051 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -# structure['VgS'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_VgS, -# } - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/README.md b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py deleted file mode 100644 index 9b68cd2a..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016noHIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L239 (#311 #377 #445) -# 0.418771191 + 7.653261227 + 7.866107374 + 0.8740119304 = 16.8121517224 -lumi = 16.81 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py deleted file mode 100644 index de3426fd..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py deleted file mode 100644 index f0a2cb34..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_noHIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_noHIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.000489*(puWeightUp/puWeight)', '0.998828*(puWeightDown/puWeight)'], - 'WW' : ['1.007152*(puWeightUp/puWeight)', '0.993194*(puWeightDown/puWeight)'], - 'ggWW' : ['1.006460*(puWeightUp/puWeight)', '0.993661*(puWeightDown/puWeight)'], - 'Vg' : ['1.004694*(puWeightUp/puWeight)', '0.998294*(puWeightDown/puWeight)'], - 'WZ' : ['1.003158*(puWeightUp/puWeight)', '0.997747*(puWeightDown/puWeight)'], - 'ZZ' : ['1.000801*(puWeightUp/puWeight)', '0.999199*(puWeightDown/puWeight)'], - 'VVV' : ['0.996144*(puWeightUp/puWeight)', '1.005616*(puWeightDown/puWeight)'], - 'top' : ['1.004374*(puWeightUp/puWeight)', '0.995684*(puWeightDown/puWeight)'], - 'Higgs' : ['1.006460*(puWeightUp/puWeight)', '0.993559*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/plot.py deleted file mode 100644 index 683d6306..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/plot.py +++ /dev/null @@ -1,355 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.617010001941/0.446976799456 # 1.38040722179 -scale_histo_WW = 1.18766327892/1.11941960177 # 1.06096344663 -scale_histo_DY = 2.73201114062/0.608771954656 # 4.48774146004 -scale_histo_WZ = 14.3395874219/14.5601910428 # 0.984848851212 -scale_histo_Wg = 14.1373403782/13.3726960287 # 1.05717952071 -scale_histo_Zg = 1.52588834242/1.44067413887 # 1.05914883959 -scale_histo_Vg = (14.1373403782+1.52588834242)/(13.3726960287+1.44067413887) -scale_histo_WgS = 5.08787522305/4.79282588245 # 1.06156062161 -scale_histo_ZgS = 1.15543489932/0.954033381473 # 1.21110531535 -scale_histo_VgS = (5.08787522305+1.15543489932)/(4.79282588245+0.954033381473) -scale_histo_ZH_htt = 0.0461453275357/0.0465742645873 # 0.990790256048 -scale_histo_ggZH_hww = 0.0297800727078/0.0349759598491 # 0.851444044317 -scale_histo_qqH_hww = 0.0075359367047/0.0066903584339 # 1.12638758882 -scale_histo_ZZ = 0.495265502014/0.498023693388 # 0.994461726599 -scale_histo_ggH_hww = 0.0441757111415/0.0460026087971 # 0.960287085811 -scale_histo_WH_htt_minus = 0.0941584918584/0.0962440831445 # 0.978330186979 -scale_histo_VVV = 1.01443537458/1.06235296784 # 0.9548948469 -scale_histo_WH_hww_plus = 0.649373521985/0.644823292629 # 1.0070565524 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_qqH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.072279298858/0.069415504322 # 1.04125583418 -scale_histo_top = 34.3826934095/25.3486171412 # 1.35639325877 -scale_histo_WWewk = 0.00912821559271/0.00909789799107 # 1.00333237432 -scale_histo_ZH_hww = 0.100156164997/0.0990130825874 # 1.01154476136 -scale_histo_WH_hww_minus = 0.371555178345/0.369464620919 # 1.00565834266 -scale_histo_WH_htt_plus = 0.1320381988/0.133786809382 # 0.986929873051 - -groupPlot = {} - -groupPlot['top'] = { - 'nameHR' : 'tW+ and t#bar{t}', - 'isSignal' : 0, - 'color' : 400, # kYellow - 'samples' : ['top'] -} - -groupPlot['WW'] = { - 'nameHR' : 'WW', - 'isSignal' : 0, - 'color' : 851, # kAzure -9 - 'samples' : ['WW', 'ggWW', 'WWewk'] -} - -groupPlot['DY'] = { - 'nameHR' : "DY", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['DY'] -} - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -plot['DY'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_DY, -} - -plot['top'] = { - 'nameHR' : 'tW and t#bar{t}', - 'color' : 400, # kYellow - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_top, -} - -plot['WW'] = { - 'color' : 851, # kAzure -9 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WW, -} - -plot['WWewk'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WWewk, -} - -plot['ggWW'] = { - 'color' : 850, # kAzure -10 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggWW, -} - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 16.8 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/structure.py deleted file mode 100644 index 56b62645..00000000 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm_CR/structure.py +++ /dev/null @@ -1,202 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.617010001941/0.446976799456 # 1.38040722179 -scale_histo_WW = 1.18766327892/1.11941960177 # 1.06096344663 -scale_histo_DY = 2.73201114062/0.608771954656 # 4.48774146004 -scale_histo_WZ = 14.3395874219/14.5601910428 # 0.984848851212 -scale_histo_Wg = 14.1373403782/13.3726960287 # 1.05717952071 -scale_histo_Zg = 1.52588834242/1.44067413887 # 1.05914883959 -scale_histo_Vg = (14.1373403782+1.52588834242)/(13.3726960287+1.44067413887) -scale_histo_WgS = 5.08787522305/4.79282588245 # 1.06156062161 -scale_histo_ZgS = 1.15543489932/0.954033381473 # 1.21110531535 -scale_histo_VgS = (5.08787522305+1.15543489932)/(4.79282588245+0.954033381473) -scale_histo_ZH_htt = 0.0461453275357/0.0465742645873 # 0.990790256048 -scale_histo_ggZH_hww = 0.0297800727078/0.0349759598491 # 0.851444044317 -scale_histo_qqH_hww = 0.0075359367047/0.0066903584339 # 1.12638758882 -scale_histo_ZZ = 0.495265502014/0.498023693388 # 0.994461726599 -scale_histo_ggH_hww = 0.0441757111415/0.0460026087971 # 0.960287085811 -scale_histo_WH_htt_minus = 0.0941584918584/0.0962440831445 # 0.978330186979 -scale_histo_VVV = 1.01443537458/1.06235296784 # 0.9548948469 -scale_histo_WH_hww_plus = 0.649373521985/0.644823292629 # 1.0070565524 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_qqH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.072279298858/0.069415504322 # 1.04125583418 -scale_histo_top = 34.3826934095/25.3486171412 # 1.35639325877 -scale_histo_WWewk = 0.00912821559271/0.00909789799107 # 1.00333237432 -scale_histo_ZH_hww = 0.100156164997/0.0990130825874 # 1.01154476136 -scale_histo_WH_hww_minus = 0.371555178345/0.369464620919 # 1.00565834266 -scale_histo_WH_htt_plus = 0.1320381988/0.133786809382 # 0.986929873051 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} From 2609a40e206317ec348d506f8758adea3d709b8d Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 18:17:19 +0200 Subject: [PATCH 34/44] WH3l 2016noHIPM using new fake rates --- .../UL/2016noHIPM_v9/WHSS/DY_OS_CR/aliases.py | 84 +++++---- .../WHSS/DY_OS_CR/configuration.py | 9 +- .../UL/2016noHIPM_v9/WHSS/DY_OS_CR/cuts.py | 28 +-- .../UL/2016noHIPM_v9/WHSS/DY_OS_CR/plot.py | 64 +------ .../UL/2016noHIPM_v9/WHSS/DY_OS_CR/samples.py | 9 + .../2016noHIPM_v9/WHSS/DY_OS_CR/structure.py | 14 +- .../UL/2016noHIPM_v9/WHSS/aliases.py | 79 ++++---- .../UL/2016noHIPM_v9/WHSS/configuration.py | 10 +- .../WHSS/configuration_1j/configuration.py | 10 +- .../WHSS/configuration_1j/cuts.py | 12 +- .../WHSS/configuration_1j_mm/configuration.py | 10 +- .../WHSS/configuration_1j_mm/cuts.py | 6 +- .../WHSS/configuration_2j/configuration.py | 10 +- .../WHSS/configuration_2j/cuts.py | 12 +- .../WHSS/configuration_2j_mm/configuration.py | 10 +- .../WHSS/configuration_2j_mm/cuts.py | 6 +- .../UL/2016noHIPM_v9/WHSS/cuts.py | 84 +++------ .../UL/2016noHIPM_v9/WHSS/do_datacards.sh | 20 -- .../UL/2016noHIPM_v9/WHSS/do_plots.sh | 20 -- .../UL/2016noHIPM_v9/WHSS/nuisances.py | 176 ++---------------- .../UL/2016noHIPM_v9/WHSS/plot.py | 64 +------ .../UL/2016noHIPM_v9/WHSS/samples.py | 9 + .../UL/2016noHIPM_v9/WHSS/structure.py | 14 +- 23 files changed, 253 insertions(+), 507 deletions(-) diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/aliases.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/aliases.py index 78b8843b..4d4435e2 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/aliases.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # DY_OS_CR configurations = os.path.dirname(configurations) # WHSS @@ -35,112 +34,119 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2016noHIPM\", 2, \"Total_SF\", \"false\");')"], - 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'expr' : 'flipper(Lepton_conept, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2016noHIPM\", 2, \"Total_SF\", \"false\");')"], - 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', + 'expr' : 'flipper_unc(Lepton_conept, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], } @@ -326,8 +332,8 @@ # Evaluate BDT discriminant aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/configuration.py index 5bc283dd..735d061f 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/configuration.py @@ -1,5 +1,10 @@ # Configuration file for charge asymmetry WHSS analysis using the UL 2016noHIPM dataset +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + # Tag used to identify the configuration folder version tag = 'WHSS_OSCR_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90' @@ -10,7 +15,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/cuts.py index a713fece..34e691da 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/cuts.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/cuts.py @@ -21,10 +21,10 @@ 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -36,10 +36,10 @@ 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -52,9 +52,9 @@ # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } @@ -65,9 +65,9 @@ # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/plot.py index ca33fce6..19b5ac48 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/plot.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/plot.py @@ -40,46 +40,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 617, - 'samples' : ['ZgS'] + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -116,32 +88,16 @@ 'scale' : 1.0, } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/samples.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/samples.py index 66aaac6e..780559ac 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/samples.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/samples.py @@ -18,7 +18,14 @@ ###### Tree base directory for the site ###### ############################################## +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' limitFiles = -1 def makeMCDirectory(var=''): @@ -35,6 +42,8 @@ def makeMCDirectory(var=''): useXROOTD = True redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' def nanoGetSampleFiles(path, name): _files = s.searchFiles(path, name, redirector=redirector) diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/structure.py index 2ea8c5ef..37a9fb5d 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/structure.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/DY_OS_CR/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/aliases.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/aliases.py index f31f0a2e..c4aee5c0 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/aliases.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/aliases.py @@ -35,110 +35,117 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016noHIPM\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2016noHIPM\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : ['DY','ChargeFlip'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2016noHIPM\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : ['DY','ChargeFlip'], @@ -326,8 +333,8 @@ # Evaluate BDT discriminant aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration.py index 230705d6..e6b0bcdd 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/configuration.py index 96b817b0..f1cf9016 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/cuts.py index 7b309dfe..626f7ef3 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/cuts.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/configuration.py index 196b32b2..4fa09bad 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/cuts.py index ff47c1bc..63f4fa98 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_1j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/configuration.py index a79253ed..728b1b85 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/cuts.py index c286ef97..fe084d7a 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/cuts.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/configuration.py index 049f8a9c..6e9af06d 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/cuts.py index 8f7555b1..6b6e1e4d 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/configuration_2j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/cuts.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/cuts.py index 615073de..1e17f060 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/cuts.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/cuts.py @@ -22,15 +22,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -41,15 +35,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -60,15 +48,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -82,15 +64,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -101,15 +77,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -120,15 +90,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -150,9 +114,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } @@ -163,9 +127,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_datacards.sh b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_datacards.sh index 9b334dff..b3b6c2f3 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_datacards.sh +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_datacards.sh @@ -5,37 +5,17 @@ mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_plots.sh b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_plots.sh index 6408a145..bfbcd42d 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_plots.sh +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/do_plots.sh @@ -17,41 +17,21 @@ mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cp ~/index.php plots_WHSS_2016noHIPM_v9_chargeAsymmetry_Mu82_EleUL90/ if [ "$DATE" != "" ]; then diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/nuisances.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/nuisances.py index e2dc8b23..c1015375 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/nuisances.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/nuisances.py @@ -59,11 +59,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty split into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.1*(abs(Lepton_eta[1])>1.4)', + '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.1*(abs(Lepton_eta[1])>1.4)'] + +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] nuisances['fake_syst_mm_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', @@ -122,6 +124,19 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2016', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake_mm' : '1.3', + 'Fake_em' : '1.3', + 'Fake_ee' : '1.3', + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2016', 'kind' : 'weight', @@ -622,7 +637,6 @@ def makeMCDirectory(var=''): } # WZ normalization from control region - nuisances['WZ2jnorm'] = { 'name' : 'CMS_hww_WZ3l2jnorm', 'samples' : { @@ -641,158 +655,6 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if '1j' in cut], } -# Nonprompt leptons normalization from control region - split per charge -nuisances['Nonpromptee2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptee2jnorm_plus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptee2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptee2jnorm_minus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptee1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptee1jnorm_plus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptee1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptee1jnorm_minus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_minus_pt2ge20', - ], -} - - -nuisances['Nonpromptem2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptem2jnorm_plus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptem2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptem2jnorm_minus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptem1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptem1jnorm_plus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptem1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptem1jnorm_minus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_1j_norm_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_1j_norm_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_1j_SS_CR_norm_pt2ge20', - ], -} - -nuisances['Nonpromptmm2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptmm2jnorm_plus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptmm2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptmm2jnorm_minus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptmm1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptmm1jnorm_plus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptmm1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptmm1jnorm_minus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_minus_pt2ge20', - ], -} - # Use the following if you want to apply the automatic combine MC stat nuisances. nuisances['stat'] = { 'type' : 'auto', diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/plot.py index bb2439c7..65f608c7 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/plot.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/plot.py @@ -54,46 +54,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 617, - 'samples' : ['ZgS'] + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -162,32 +134,16 @@ 'scale' : 1.0 } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/samples.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/samples.py index 8fb54109..37bd928b 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/samples.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/samples.py @@ -18,7 +18,14 @@ ###### Tree base directory for the site ###### ############################################## +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' limitFiles = -1 def makeMCDirectory(var=''): @@ -35,6 +42,8 @@ def makeMCDirectory(var=''): useXROOTD = True redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' def nanoGetSampleFiles(path, name): _files = s.searchFiles(path, name, redirector=redirector) diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/structure.py index 2ea8c5ef..37a9fb5d 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/structure.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WHSS/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } From aafba451ceae942d71822bf420e1a3cac7fcd3fc Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Thu, 28 Aug 2025 18:18:02 +0200 Subject: [PATCH 35/44] WH3l 2016noHIPM using new fake rates --- .../UL/2016noHIPM_v9/WH3l/aliases.py | 64 ++++++++++--------- .../UL/2016noHIPM_v9/WH3l/configuration.py | 10 ++- .../UL/2016noHIPM_v9/WH3l/nuisances.py | 22 +++++-- .../UL/2016noHIPM_v9/WH3l/plot.py | 44 +++---------- .../UL/2016noHIPM_v9/WH3l/structure.py | 14 +--- 5 files changed, 71 insertions(+), 83 deletions(-) diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/aliases.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/aliases.py index 9059679b..0cb68207 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/aliases.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # WH3l configurations = os.path.dirname(configurations) # 2016noHIPM_v9 @@ -35,42 +34,49 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016noHIPM\", 3, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], 'expr': 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] @@ -78,53 +84,53 @@ # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_noHIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}\");')"], 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } @@ -308,22 +314,22 @@ # Evaluate BDT discriminants aliases['BDT_WH3l_OSSF_new_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/data/BDT/2016noHIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WH3l_OSSF_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{configurations}/data/BDT/2016noHIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')"], 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', 'samples' : mc + ['DATA','Fake'], } aliases['BDT_WH3l_SSSF_new_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/data/BDT/2016noHIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WH3l_SSSF_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{configurations}/data/BDT/2016noHIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')"], 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', 'samples' : mc + ['DATA','Fake'], } aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2016noHIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/configuration.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/configuration.py index ad8856f3..3664b776 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/configuration.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016noHIPM_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/nuisances.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/nuisances.py index 76296b81..e6534b91 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/nuisances.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/nuisances.py @@ -59,11 +59,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty split into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.1*(abs(Lepton_eta[1])>1.4)', + '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.1*(abs(Lepton_eta[1])>1.4)'] + +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] nuisances['fake_syst_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_barrel', @@ -82,6 +84,17 @@ def makeMCDirectory(var=''): }, } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2018', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake' : '1.3', + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2016', 'kind' : 'weight', @@ -98,6 +111,7 @@ def makeMCDirectory(var=''): 'Fake' : ['fakeWStatEleUp', 'fakeWStatEleDown'] } } + nuisances['fake_mu'] = { 'name' : 'CMS_WH_hww_fake_m_2016', 'kind' : 'weight', diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/plot.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/plot.py index d703af24..f747921f 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/plot.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/plot.py @@ -33,32 +33,18 @@ 'samples' : ['VVV'] } -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", - 'isSignal' : 0, - 'color' : 617, - 'samples' : ['ZgS'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['VgS'] } groupPlot['ZZ'] = { @@ -116,28 +102,14 @@ 'scale' : 1.0 } -plot['Wg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Zg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { +plot['Vg'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['ZgS'] = { +plot['VgS'] = { 'color' : 617, # kViolet + 1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/structure.py b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/structure.py index 9a4ce9fd..6e7afcc8 100644 --- a/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/structure.py +++ b/WH_chargeAsymmetry/UL/2016noHIPM_v9/WH3l/structure.py @@ -14,22 +14,12 @@ 'isData' : 0 } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0 } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0 -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0 -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0 } From 4aeae7bfe3613c94a666c1ad423847dd4a741052 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Fri, 29 Aug 2025 09:31:36 +0200 Subject: [PATCH 36/44] removing unused fake CR configs --- .../WHSS/configuration_1j_CR/README.md | 17 - .../WHSS/configuration_1j_CR/configuration.py | 99 --- .../WHSS/configuration_1j_CR/cuts.py | 66 -- .../WHSS/configuration_1j_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_1j_CR/plot.py | 356 ---------- .../WHSS/configuration_1j_CR/samples.py | 394 ----------- .../WHSS/configuration_1j_CR/structure.py | 178 ----- .../WHSS/configuration_1j_mm_CR/README.md | 17 - .../configuration_1j_mm_CR/configuration.py | 99 --- .../WHSS/configuration_1j_mm_CR/cuts.py | 37 - .../WHSS/configuration_1j_mm_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_1j_mm_CR/plot.py | 356 ---------- .../WHSS/configuration_1j_mm_CR/structure.py | 203 ------ .../WHSS/configuration_2j_CR/README.md | 17 - .../WHSS/configuration_2j_CR/configuration.py | 99 --- .../WHSS/configuration_2j_CR/cuts.py | 65 -- .../WHSS/configuration_2j_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_2j_CR/plot.py | 356 ---------- .../WHSS/configuration_2j_CR/samples.py | 394 ----------- .../WHSS/configuration_2j_CR/structure.py | 202 ------ .../WHSS/configuration_2j_mm_CR/README.md | 17 - .../configuration_2j_mm_CR/configuration.py | 99 --- .../WHSS/configuration_2j_mm_CR/cuts.py | 37 - .../WHSS/configuration_2j_mm_CR/nuisances.py | 654 ------------------ .../WHSS/configuration_2j_mm_CR/plot.py | 356 ---------- .../WHSS/configuration_2j_mm_CR/structure.py | 203 ------ 26 files changed, 6283 deletions(-) delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/samples.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/samples.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/structure.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/README.md delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/plot.py delete mode 100644 WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/structure.py diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/README.md b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/configuration.py deleted file mode 100644 index b04a44f0..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016HIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L27 (#95 #165) -# 16.802739097 + 1.063261220 + 1.655228036 = 19.521228353 -lumi = 19.52 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/cuts.py deleted file mode 100644 index 9ff759bd..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/cuts.py +++ /dev/null @@ -1,66 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SS CR 1jet - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 1jet -cuts['hww2l2v_13TeV_WH_SS_DYee_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/nuisances.py deleted file mode 100644 index b4d4fb14..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.008421*(puWeightUp/puWeight)', '0.992494*(puWeightDown/puWeight)'], - 'WW' : ['1.010428*(puWeightUp/puWeight)', '0.990400*(puWeightDown/puWeight)'], - 'ggWW' : ['1.012367*(puWeightUp/puWeight)', '0.988402*(puWeightDown/puWeight)'], - 'Vg' : ['0.995630*(puWeightUp/puWeight)', '1.007076*(puWeightDown/puWeight)'], - 'WZ' : ['1.002037*(puWeightUp/puWeight)', '0.997721*(puWeightDown/puWeight)'], - 'ZZ' : ['1.006574*(puWeightUp/puWeight)', '0.993175*(puWeightDown/puWeight)'], - 'VVV' : ['1.012827*(puWeightUp/puWeight)', '0.989623*(puWeightDown/puWeight)'], - 'top' : ['1.009336*(puWeightUp/puWeight)', '0.991324*(puWeightDown/puWeight)'], - 'Higgs' : ['1.011609*(puWeightUp/puWeight)', '0.989039*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/plot.py deleted file mode 100644 index fd6d438e..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.180276825892/0.112076406383 # 1.60851718672 -scale_histo_WW = 17.3368525364/17.0463611631 # 1.01704125417 -scale_histo_DY = 44.6641027279/49.5473999849 # 0.901441906972 -scale_histo_WZ = 135.267286694/126.276144721 # 1.07120222108 -scale_histo_Wg = 156.275315526/155.431783489 # 1.00542702412 -scale_histo_Zg = 20.6166113057/19.4013313972 # 1.06263899542 -scale_histo_Vg = (156.275315526+20.6166113057)/(155.431783489+19.4013313972) -scale_histo_WgS = 65.9150772791/63.6120002002 # 1.0362050725 -scale_histo_ZgS = 7.64935533742/7.44793554501 # 1.02704370778 -scale_histo_VgS = (65.9150772791+7.64935533742)/(63.6120002002+7.44793554501) -scale_histo_ZH_htt = 0.224625941246/0.19374122565 # 1.15941220301 -scale_histo_WH_htt_plus = 1.41360321279/1.31045936383 # 1.0787081628 -scale_histo_ggZH_hww = 0.119893497698/0.114894546858 # 1.04350903482 -scale_histo_qqH_hww = 0.0652589391265/0.0634855506858 # 1.02793373329 -scale_histo_ZZ = 3.62010890634/3.26054685233 # 1.11027661012 -scale_histo_ggH_hww = 0.894624256178/0.85372059232 # 1.04791223759 -scale_histo_WH_htt_minus = 0.907955295271/0.848840692488 # 1.06964157504 -scale_histo_VVV = 4.65032694939/4.52020086114 # 1.0287876783 -scale_histo_WH_hww_plus = 3.56933756638/3.42337605238 # 1.04263671644 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggWW = 1.02379148736/1.00096980162 # 1.02279957468 -scale_histo_top = 108.055607163/81.5017466136 # 1.32580725755 -scale_histo_WWewk = 0.137471641848/0.135830927369 # 1.01207909355 -scale_histo_ZH_hww = 0.578285123642/0.536470527952 # 1.0779438823 -scale_histo_WH_hww_minus = 2.32124386049/2.22327156849 # 1.04406672284 -scale_histo_qqH_htt = 0.00350350762844/0.00350350762844 # 1.0 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 19.5 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/samples.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/samples.py deleted file mode 100644 index be682e93..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/samples.py +++ /dev/null @@ -1,394 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_HIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['B','Run2016B-ver1_HIPM_UL2016-v2'], - ['B','Run2016B-ver2_HIPM_UL2016-v2'], - ['C','Run2016C-HIPM_UL2016-v2'], - ['D','Run2016D-HIPM_UL2016-v2'], - ['E','Run2016E-HIPM_UL2016-v2'], - ['F','Run2016F-HIPM_UL2016-v2'], -] - -DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] - -DataTrig = { - 'MuonEG' : ' Trigger_ElMu' , - 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , - 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', - 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', - 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, # +'*ttHMVA_SF_flip_2l', -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v2','v3') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name' : [], - 'weight' : 'LepWPCut*METFilter_DATA', - 'weights' : [], - 'isData' : ['all'], - 'FilesPerJob' : 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v2','v3') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/structure.py deleted file mode 100644 index 0ade007f..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_CR/structure.py +++ /dev/null @@ -1,178 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -structure = {} - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.180276825892/0.112076406383 # 1.60851718672 -scale_histo_WW = 17.3368525364/17.0463611631 # 1.01704125417 -scale_histo_DY = 44.6641027279/49.5473999849 # 0.901441906972 -scale_histo_WZ = 135.267286694/126.276144721 # 1.07120222108 -scale_histo_Wg = 156.275315526/155.431783489 # 1.00542702412 -scale_histo_Zg = 20.6166113057/19.4013313972 # 1.06263899542 -scale_histo_Vg = (156.275315526+20.6166113057)/(155.431783489+19.4013313972) -scale_histo_WgS = 65.9150772791/63.6120002002 # 1.0362050725 -scale_histo_ZgS = 7.64935533742/7.44793554501 # 1.02704370778 -scale_histo_VgS = (65.9150772791+7.64935533742)/(63.6120002002+7.44793554501) -scale_histo_ZH_htt = 0.224625941246/0.19374122565 # 1.15941220301 -scale_histo_WH_htt_plus = 1.41360321279/1.31045936383 # 1.0787081628 -scale_histo_ggZH_hww = 0.119893497698/0.114894546858 # 1.04350903482 -scale_histo_qqH_hww = 0.0652589391265/0.0634855506858 # 1.02793373329 -scale_histo_ZZ = 3.62010890634/3.26054685233 # 1.11027661012 -scale_histo_ggH_hww = 0.894624256178/0.85372059232 # 1.04791223759 -scale_histo_WH_htt_minus = 0.907955295271/0.848840692488 # 1.06964157504 -scale_histo_VVV = 4.65032694939/4.52020086114 # 1.0287876783 -scale_histo_WH_hww_plus = 3.56933756638/3.42337605238 # 1.04263671644 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggWW = 1.02379148736/1.00096980162 # 1.02279957468 -scale_histo_top = 108.055607163/81.5017466136 # 1.32580725755 -scale_histo_WWewk = 0.137471641848/0.135830927369 # 1.01207909355 -scale_histo_ZH_hww = 0.578285123642/0.536470527952 # 1.0779438823 -scale_histo_WH_hww_minus = 2.32124386049/2.22327156849 # 1.04406672284 -scale_histo_qqH_htt = 0.00350350762844/0.00350350762844 # 1.0 - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['ZgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -# structure['ZH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ZH_hww, -# } - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/README.md b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py deleted file mode 100644 index 93f1bd9f..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016HIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L27 (#95 #165) -# 16.802739097 + 1.063261220 + 1.655228036 = 19.521228353 -lumi = 19.52 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py deleted file mode 100644 index 091bbdd5..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 1jet - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_1j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)<30 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py deleted file mode 100644 index b4d4fb14..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.008421*(puWeightUp/puWeight)', '0.992494*(puWeightDown/puWeight)'], - 'WW' : ['1.010428*(puWeightUp/puWeight)', '0.990400*(puWeightDown/puWeight)'], - 'ggWW' : ['1.012367*(puWeightUp/puWeight)', '0.988402*(puWeightDown/puWeight)'], - 'Vg' : ['0.995630*(puWeightUp/puWeight)', '1.007076*(puWeightDown/puWeight)'], - 'WZ' : ['1.002037*(puWeightUp/puWeight)', '0.997721*(puWeightDown/puWeight)'], - 'ZZ' : ['1.006574*(puWeightUp/puWeight)', '0.993175*(puWeightDown/puWeight)'], - 'VVV' : ['1.012827*(puWeightUp/puWeight)', '0.989623*(puWeightDown/puWeight)'], - 'top' : ['1.009336*(puWeightUp/puWeight)', '0.991324*(puWeightDown/puWeight)'], - 'Higgs' : ['1.011609*(puWeightUp/puWeight)', '0.989039*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/plot.py deleted file mode 100644 index 035a1e67..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.180276825892/0.112076406383 # 1.60851718672 -scale_histo_WW = 17.3368525364/17.0463611631 # 1.01704125417 -scale_histo_DY = 44.6641027279/49.5473999849 # 0.901441906972 -scale_histo_WZ = 135.267286694/126.276144721 # 1.07120222108 -scale_histo_Wg = 156.275315526/155.431783489 # 1.00542702412 -scale_histo_Vg = (156.275315526+20.6166113057)/(155.431783489+19.4013313972) -scale_histo_Zg = 20.6166113057/19.4013313972 # 1.06263899542 -scale_histo_WgS = 65.9150772791/63.6120002002 # 1.0362050725 -scale_histo_ZgS = 7.64935533742/7.44793554501 # 1.02704370778 -scale_histo_VgS = (65.9150772791+7.64935533742)/(63.6120002002+7.44793554501) -scale_histo_ZH_htt = 0.224625941246/0.19374122565 # 1.15941220301 -scale_histo_WH_htt_plus = 1.41360321279/1.31045936383 # 1.0787081628 -scale_histo_ggZH_hww = 0.119893497698/0.114894546858 # 1.04350903482 -scale_histo_qqH_hww = 0.0652589391265/0.0634855506858 # 1.02793373329 -scale_histo_ZZ = 3.62010890634/3.26054685233 # 1.11027661012 -scale_histo_ggH_hww = 0.894624256178/0.85372059232 # 1.04791223759 -scale_histo_WH_htt_minus = 0.907955295271/0.848840692488 # 1.06964157504 -scale_histo_VVV = 4.65032694939/4.52020086114 # 1.0287876783 -scale_histo_WH_hww_plus = 3.56933756638/3.42337605238 # 1.04263671644 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggWW = 1.02379148736/1.00096980162 # 1.02279957468 -scale_histo_top = 108.055607163/81.5017466136 # 1.32580725755 -scale_histo_WWewk = 0.137471641848/0.135830927369 # 1.01207909355 -scale_histo_ZH_hww = 0.578285123642/0.536470527952 # 1.0779438823 -scale_histo_WH_hww_minus = 2.32124386049/2.22327156849 # 1.04406672284 -scale_histo_qqH_htt = 0.00350350762844/0.00350350762844 # 1.0 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 19.5 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/structure.py deleted file mode 100644 index e33fcbbb..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm_CR/structure.py +++ /dev/null @@ -1,203 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -structure = {} - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_1j -scale_histo_ttH_hww = 0.180276825892/0.112076406383 # 1.60851718672 -scale_histo_WW = 17.3368525364/17.0463611631 # 1.01704125417 -scale_histo_DY = 44.6641027279/49.5473999849 # 0.901441906972 -scale_histo_WZ = 135.267286694/126.276144721 # 1.07120222108 -scale_histo_Wg = 156.275315526/155.431783489 # 1.00542702412 -scale_histo_Zg = 20.6166113057/19.4013313972 # 1.06263899542 -scale_histo_Vg = (156.275315526+20.6166113057)/(155.431783489+19.4013313972) -scale_histo_WgS = 65.9150772791/63.6120002002 # 1.0362050725 -scale_histo_ZgS = 7.64935533742/7.44793554501 # 1.02704370778 -scale_histo_VgS = (65.9150772791+7.64935533742)/(63.6120002002+7.44793554501) -scale_histo_ZH_htt = 0.224625941246/0.19374122565 # 1.15941220301 -scale_histo_WH_htt_plus = 1.41360321279/1.31045936383 # 1.0787081628 -scale_histo_ggZH_hww = 0.119893497698/0.114894546858 # 1.04350903482 -scale_histo_qqH_hww = 0.0652589391265/0.0634855506858 # 1.02793373329 -scale_histo_ZZ = 3.62010890634/3.26054685233 # 1.11027661012 -scale_histo_ggH_hww = 0.894624256178/0.85372059232 # 1.04791223759 -scale_histo_WH_htt_minus = 0.907955295271/0.848840692488 # 1.06964157504 -scale_histo_VVV = 4.65032694939/4.52020086114 # 1.0287876783 -scale_histo_WH_hww_plus = 3.56933756638/3.42337605238 # 1.04263671644 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggH_htt = 0.0533884742322/0.0490732410875 # 1.08793454537 -scale_histo_ggWW = 1.02379148736/1.00096980162 # 1.02279957468 -scale_histo_top = 108.055607163/81.5017466136 # 1.32580725755 -scale_histo_WWewk = 0.137471641848/0.135830927369 # 1.01207909355 -scale_histo_ZH_hww = 0.578285123642/0.536470527952 # 1.0779438823 -scale_histo_WH_hww_minus = 2.32124386049/2.22327156849 # 1.04406672284 -scale_histo_qqH_htt = 0.00350350762844/0.00350350762844 # 1.0 - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -# structure['Vg'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_Vg, -# } - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# # Data-driven charge flip estimation -# structure['ChargeFlip'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : 0.5, -# } - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/README.md b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/configuration.py deleted file mode 100644 index bd3887a6..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016HIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L27 (#95 #165) -# 16.802739097 + 1.063261220 + 1.655228036 = 19.521228353 -lumi = 19.52 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/cuts.py deleted file mode 100644 index 7f25bb75..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/cuts.py +++ /dev/null @@ -1,65 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-e -cuts['hww2l2v_13TeV_WH_SS_em_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# e-e -cuts['hww2l2v_13TeV_WH_SS_ee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(mll-91.2)>15 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -## DY->ee CR - 2 same-sign electrons IN the Z peak. To check the charge-flip probability method to estimate DY in the signal region - -# DY CR 2jets -cuts['hww2l2v_13TeV_WH_SS_DYee_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 11*11) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0 && abs(mll-91.2)<15 && mlljj20_whss > 50.', - 'categories' : { - # Sub-leading lepton pT >= 20 GeV - 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', - 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/nuisances.py deleted file mode 100644 index b4d4fb14..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.008421*(puWeightUp/puWeight)', '0.992494*(puWeightDown/puWeight)'], - 'WW' : ['1.010428*(puWeightUp/puWeight)', '0.990400*(puWeightDown/puWeight)'], - 'ggWW' : ['1.012367*(puWeightUp/puWeight)', '0.988402*(puWeightDown/puWeight)'], - 'Vg' : ['0.995630*(puWeightUp/puWeight)', '1.007076*(puWeightDown/puWeight)'], - 'WZ' : ['1.002037*(puWeightUp/puWeight)', '0.997721*(puWeightDown/puWeight)'], - 'ZZ' : ['1.006574*(puWeightUp/puWeight)', '0.993175*(puWeightDown/puWeight)'], - 'VVV' : ['1.012827*(puWeightUp/puWeight)', '0.989623*(puWeightDown/puWeight)'], - 'top' : ['1.009336*(puWeightUp/puWeight)', '0.991324*(puWeightDown/puWeight)'], - 'Higgs' : ['1.011609*(puWeightUp/puWeight)', '0.989039*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/plot.py deleted file mode 100644 index fc596a5f..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.616976697535/0.378860542609 # 1.62850608112 -scale_histo_WW = 1.72511153091/1.84461814416 # 0.935213359126 -scale_histo_DY = 3.53636672699/4.7664292056 # 0.741932078386 -scale_histo_WZ = 16.0432100435/14.3489102017 # 1.11807864277 -scale_histo_Wg = 15.8878830005/14.5649053729 # 1.09083324565 -scale_histo_Zg = 0.878090355125/0.845736028771 # 1.03825582127 -scale_histo_Vg = (15.8878830005+0.878090355125)/(14.5649053729+0.845736028771) -scale_histo_WgS = 7.97423388174/7.86396725233 # 1.01402175592 -scale_histo_ZgS = 0.951074186953/0.953410829908 # 0.99754917515 -scale_histo_VgS = (7.97423388174+0.951074186953)/(7.86396725233+0.953410829908) -scale_histo_ZH_htt = 0.0517626146839/0.0418699835469 # 1.23627024181 -scale_histo_WH_htt_plus = 0.155233292681/0.13501959996 # 1.14970932166 -scale_histo_ggZH_hww = 0.0260047673541/0.0191405906096 # 1.35861885793 -scale_histo_qqH_hww = 0.0123473458074/0.0113367284673 # 1.0891454129 -scale_histo_ZZ = 0.482985873193/0.406317249935 # 1.18869152927 -scale_histo_ggH_hww = 0.073170975305/0.0724227670066 # 1.01033112002 -scale_histo_WH_htt_minus = 0.100533657238/0.0933534088816 # 1.07691468842 -scale_histo_VVV = 1.38782292345/1.35367244737 # 1.02522802038 -scale_histo_WH_hww_plus = 0.726340493052/0.707547382663 # 1.02656092136 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.089605006043/0.0911263518739 # 0.983305094524 -scale_histo_top = 44.5715804726/32.0725083751 # 1.38971295763 -scale_histo_WWewk = 0.0277638808994/0.0232032545063 # 1.19655115156 -scale_histo_ZH_hww = 0.128885867784/0.115278399228 # 1.11804005476 -scale_histo_WH_hww_minus = 0.445075508444/0.421163499332 # 1.05677607188 -scale_histo_qqH_htt = 0.00359856778426/0.00462458335033 # 0.778138809846 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -groupPlot['ChargeFlip'] = { - 'nameHR' : "charge_flip", - 'isSignal' : 0, - 'color' : 418, # kGreen+2 - 'samples' : ['ChargeFlip'] -} - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -plot['ChargeFlip'] = { - 'color' : 418, # kGreen+2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 0.5, -} - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 19.5 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/samples.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/samples.py deleted file mode 100644 index be682e93..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/samples.py +++ /dev/null @@ -1,394 +0,0 @@ -import os,glob - -################################################ -################# SKIMS ######################## -################################################ - -# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL16_106x_nAODv9_HIPM_Full2016v9/MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9/ -# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__l2tightOR2016v9/ -# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2016_UL2016_nAODv9_HIPM_Full2016v9/DATAl1loose2016v9__l2loose__fakeW/ - -mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9{var}' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -############################################## -###### Tree base directory for the site ###### -############################################## - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -def makeMCDirectory(var=''): - return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -samples = {} - -from mkShapesRDF.lib.search_files import SearchFiles -s = SearchFiles() - -useXROOTD = True -redirector = 'root://eoscms.cern.ch/' - -def nanoGetSampleFiles(path, name): - _files = s.searchFiles(path, name, redirector=redirector) - if limitFiles != -1 and len(_files) > limitFiles: - return [(name, _files[:limitFiles])] - else: - return [(name, _files)] - -def CombineBaseW(samples, proc, samplelist): - _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) - _files = list(map(lambda k: k[1], _filtFiles)) - _l = list(map(lambda k: len(k), _files)) - leastFiles = _files[_l.index(min(_l))] - dfSmall = ROOT.RDataFrame('Runs', leastFiles) - s = dfSmall.Sum('genEventSumw').GetValue() - f = ROOT.TFile.Open(leastFiles[0]) - t = f.Get('Events') - t.GetEntry(1) - xs = t.baseW * s - - __files = [] - for f in _files: - __files += f - df = ROOT.RDataFrame('Runs', __files) - s = df.Sum('genEventSumw').GetValue() - newbaseW = str(xs / s) - weight = newbaseW + '/baseW' - - for iSample in samplelist: - addSampleWeight(samples, proc, iSample, weight) - -def addSampleWeight(samples, sampleName, sampleNameType, weight): - obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] - samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) - if len(obj) > 2: - samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) - else: - samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) - - -################################################ -############ DATA DECLARATION ################## -################################################ - -DataRun = [ - ['B','Run2016B-ver1_HIPM_UL2016-v2'], - ['B','Run2016B-ver2_HIPM_UL2016-v2'], - ['C','Run2016C-HIPM_UL2016-v2'], - ['D','Run2016D-HIPM_UL2016-v2'], - ['E','Run2016E-HIPM_UL2016-v2'], - ['F','Run2016F-HIPM_UL2016-v2'], -] - -DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] - -DataTrig = { - 'MuonEG' : ' Trigger_ElMu' , - 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , - 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', - 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', - 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' -} - -######################################### -############ MC COMMON ################## -######################################### - -# SFweight does not include btag weights -mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' -mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' - -########################################### -############# BACKGROUNDS ############### -########################################### - -# ###### DY ####### -# files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ -# nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') - -# samples['DY'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', -# 'FilesPerJob': 8, -# } - -# ##### Top ####### -# files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ -# nanoGetSampleFiles(mcDirectory, 'ST_tW_top') - -# samples['top'] = { -# 'name': files, -# 'weight': mcCommonWeight, # +'*ttHMVA_SF_flip_2l', -# 'FilesPerJob': 8, -# } -# addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') - -# ###### WW ######## -# samples['WW'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WWTo2L2Nu'), -# 'weight': mcCommonWeight + '*nllW*ewknloW', -# 'FilesPerJob': 4 -# } - -# samples['WWewk'] = { -# 'name': nanoGetSampleFiles(mcDirectory, 'WpWmJJ_EWK_noTop'), -# 'weight': mcCommonWeight + '*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)', # Filter tops and Higgs, -# 'FilesPerJob': 8 -# } - -# files = nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToENTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToMNTN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNEN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNMN') + \ -# nanoGetSampleFiles(mcDirectory, 'GluGluToWWToTNTN') - -# samples['ggWW'] = { -# 'name': files, -# 'weight': mcCommonWeight + '*1.53/1.4', -# 'FilesPerJob': 8 -# } - -# Charge-flip estimated from data, and covering DY, WW, and Top -samples['ChargeFlip'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4 -} - -######## Vg ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['Vg'] = { - 'name': files, - 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)', - 'FilesPerJob': 4, -} - -######## VgS ######## -files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'ZGToLLG') - -samples['VgS'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') -addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') - -############ WZ ############ -files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ - nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') - -samples['WZ'] = { - 'name': files, - 'weight': mcCommonWeight + ' * (gstarHigh)', - 'FilesPerJob': 4, -} -addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') - - -############ ZZ ############ -files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ - nanoGetSampleFiles(mcDirectory, 'ZZTo4L') - -samples['ZZ'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 2, -} - - -########## VVV ######### -files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WZZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWZ') + \ - nanoGetSampleFiles(mcDirectory, 'WWW') - -samples['VVV'] = { - 'name': files, - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} - -########################################### -############# SIGNALS ################## -########################################### - -signals = [] - -############ ggH H->WW ############ -samples['ggH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ggH_hww') - -############ VBF H->WW ############ -samples['qqH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('qqH_hww') - -############ ZH H->WW ############ -samples['ZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_hww') - -samples['ggZH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ggZH_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ggZH_hww') - -############ WH H->WW ############ -samples['WH_hww_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_hww_plus') - -samples['WH_hww_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} - -signals.append('WH_hww_minus') - -############ ttH ############ -samples['ttH_hww'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('ttH_hww') - -############ H->TauTau ############ -samples['ggH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('ggH_htt') - -samples['qqH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 20, -} -signals.append('qqH_htt') - -samples['ZH_htt'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 8, -} -signals.append('ZH_htt') - -############ WH H->TauTau ############ -samples['WH_htt_plus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_plus') - -samples['WH_htt_minus'] = { - 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), - 'weight': mcCommonWeight, - 'FilesPerJob': 4, -} -signals.append('WH_htt_minus') - - -########################################### -################## FAKE ################### -########################################### - -samples['Fake'] = { - 'name': [], - 'weight': 'METFilter_DATA*fakeW', - 'weights': [], - 'isData': ['all'], - 'FilesPerJob': 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v2','v3') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(fakeDirectory, tag_data) - - samples['Fake']['name'].extend(files) - addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) - -samples['Fake']['subsamples'] = { - 'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', - 'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', - 'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' -} - - -########################################### -################## DATA ################### -########################################### - -samples['DATA'] = { - 'name' : [], - 'weight' : 'LepWPCut*METFilter_DATA', - 'weights' : [], - 'isData' : ['all'], - 'FilesPerJob' : 50 -} - -for _, sd in DataRun: - for pd in DataSets: - tag_data = pd + '_' + sd - - if 'DoubleEG' in pd and 'Run2016B-ver2' in sd: # Run2016B-ver2_HIPM_UL2016-v2 - print("sd = {}".format(sd)) - print("pd = {}".format(pd)) - print("Old tag = {}".format(tag_data)) - tag_data = tag_data.replace('v2','v3') - print("New tag = {}".format(tag_data)) - - files = nanoGetSampleFiles(dataDirectory, tag_data) - - samples['DATA']['name'].extend(files) - addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/structure.py deleted file mode 100644 index a13d6fe0..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_CR/structure.py +++ /dev/null @@ -1,202 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.616976697535/0.378860542609 # 1.62850608112 -scale_histo_WW = 1.72511153091/1.84461814416 # 0.935213359126 -scale_histo_DY = 3.53636672699/4.7664292056 # 0.741932078386 -scale_histo_WZ = 16.0432100435/14.3489102017 # 1.11807864277 -scale_histo_Wg = 15.8878830005/14.5649053729 # 1.09083324565 -scale_histo_Zg = 0.878090355125/0.845736028771 # 1.03825582127 -scale_histo_Vg = (15.8878830005+0.878090355125)/(14.5649053729+0.845736028771) -scale_histo_WgS = 7.97423388174/7.86396725233 # 1.01402175592 -scale_histo_ZgS = 0.951074186953/0.953410829908 # 0.99754917515 -scale_histo_VgS = (7.97423388174+0.951074186953)/(7.86396725233+0.953410829908) -scale_histo_ZH_htt = 0.0517626146839/0.0418699835469 # 1.23627024181 -scale_histo_WH_htt_plus = 0.155233292681/0.13501959996 # 1.14970932166 -scale_histo_ggZH_hww = 0.0260047673541/0.0191405906096 # 1.35861885793 -scale_histo_qqH_hww = 0.0123473458074/0.0113367284673 # 1.0891454129 -scale_histo_ZZ = 0.482985873193/0.406317249935 # 1.18869152927 -scale_histo_ggH_hww = 0.073170975305/0.0724227670066 # 1.01033112002 -scale_histo_WH_htt_minus = 0.100533657238/0.0933534088816 # 1.07691468842 -scale_histo_VVV = 1.38782292345/1.35367244737 # 1.02522802038 -scale_histo_WH_hww_plus = 0.726340493052/0.707547382663 # 1.02656092136 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.089605006043/0.0911263518739 # 0.983305094524 -scale_histo_top = 44.5715804726/32.0725083751 # 1.38971295763 -scale_histo_WWewk = 0.0277638808994/0.0232032545063 # 1.19655115156 -scale_histo_ZH_hww = 0.128885867784/0.115278399228 # 1.11804005476 -scale_histo_WH_hww_minus = 0.445075508444/0.421163499332 # 1.05677607188 -scale_histo_qqH_htt = 0.00359856778426/0.00462458335033 # 0.778138809846 - -structure = {} - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - -# structure['Vg'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_Vg, -# } - -# structure['VgS'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_VgS, -# } - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -# structure['ZH_hww'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ZH_hww, -# } - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# Data-driven charge flip estimation -structure['ChargeFlip'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : 0.5, -} - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/README.md b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/README.md deleted file mode 100644 index ba17b328..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Configuration for WHSS 1j signal region - -### Plot distributions - -Compile configuration and plot distributions: - - mkShapesRDF -c 1 - - mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png - -### Produce datacards - -Compile configuration and produce datacards: - - mkShapesRDF -c 1 - - mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance \ No newline at end of file diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py deleted file mode 100644 index 49d34c74..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/configuration.py +++ /dev/null @@ -1,99 +0,0 @@ -# Configuration file for charge asymmetry WHSS analysis using the UL 2016HIPM dataset - -import sys,inspect - -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR - -configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file -configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j_mm_CR -configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS -configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 -configurations_nuisance = os.path.dirname(configurations_nuisance) # UL - -# Tag used to identify the configuration folder version -tag = 'WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90' - -# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script -runnerFile = "default" - -# Output file name -outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) - -# Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" - -# Path to batch folder (used for condor submission) -batchFolder = "condor" - -# Path to configuration folder (will contain all the compiled configuration files) -configsFolder = "configs" - -# luminosity to normalize to (in 1/fb) -# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L27 (#95 #165) -# 16.802739097 + 1.063261220 + 1.655228036 = 19.521228353 -lumi = 19.52 - -# File with dict of aliases to define -aliasesFile = "../aliases.py" - -# File with dict of variables -variablesFile = "../variables.py" - -# File with dict of cuts -cutsFile = "cuts.py" - -# File with dict of samples -samplesFile = "../samples.py" - -# File with dict of samples for plotting -plotFile = 'plot.py' - -# File with dict of structure (used to define processes in combine) -structureFile = "structure.py" - -# Nuisances file for mkDatacards and for mkShape -nuisancesFile = "../nuisances.py" - -# Path to folder where to save plots -plotPath = '../plots_' + tag - -# This lines are executed right before the runner on the condor node -mountEOS = [] - -# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py -imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] - -# List of files to compile -filesToExec = [ - samplesFile, - aliasesFile, - variablesFile, - cutsFile, - plotFile, - nuisancesFile, - structureFile, -] - -# List of variables to keep in the compiled configuration folder -varsToKeep = [ - "batchVars", - "outputFolder", - "batchFolder", - "configsFolder", - "outputFile", - "runnerFile", - "tag", - "samples", - "aliases", - "variables", - ("cuts", {"cuts": "cuts", "preselections": "preselections"}), - ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), - "nuisances", - "structure", - "lumi", -] - -# List of variables to keep in the batch submission script (script.py) -batchVars = varsToKeep[varsToKeep.index("samples") :] - -varsToKeep += ['plotPath'] diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py deleted file mode 100644 index de3426fd..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/cuts.py +++ /dev/null @@ -1,37 +0,0 @@ -cuts = {} - -# cuts -preselections = 'mll>12 \ - && Lepton_pt[0]>25 \ - && Lepton_pt[1]>10 \ - && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ - && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ - && bVeto \ - && PuppiMET_pt > 30 \ - && !hole_veto \ - ' - -# Splitting in sub-leading lepton pT -#################################### - -## SR 2jets - -# mu-mu -cuts['hww2l2v_13TeV_WH_SS_noZveto_mm_2j'] = { - 'expr' : '(Lepton_pdgId[0]*Lepton_pdgId[1] == 13*13) && nLepton==2 && Alt(CleanJet_pt,0,0)>30 && Alt(CleanJet_pt,1,0)>30 && mjj < 100 && mlljj20_whss > 50.', - 'categories' : { - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - } -} - -# mlljj20_whss: -# inv_mass of: (jet1, jet2, 2*closest_lep_to_jets) -# jets are considered with pT > 20 GeV - -# Definitions of WH3l variables: -# https://github.com/latinos/LatinoAnalysis/blob/76e7c4b93aa5f056c92440d4e8d24e7de749c8fe/NanoGardener/python/modules/l3KinProducer.py diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py deleted file mode 100644 index b4d4fb14..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/nuisances.py +++ /dev/null @@ -1,654 +0,0 @@ -import sys - -# Enable reading YR for Higgs XS and uncertainties -sys.path.append('../../../macros/') -import HiggsXSection -HiggsXS = HiggsXSection.HiggsXSection() - -nuisances = {} - -mcProduction = 'Summer20UL16_106x_nAODv9_HIPM_Full2016v9' -dataReco = 'Run2016_UL2016_nAODv9_HIPM_Full2016v9' -mcSteps = 'MCl1loose2016v9__MCCorr2016v9NoJERInHorn__l2tightOR2016v9' -fakeSteps = 'DATAl1loose2016v9__l2loose__fakeW' -dataSteps = 'DATAl1loose2016v9__l2loose__l2tightOR2016v9' - -treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' -limitFiles = -1 - -mc = [skey for skey in samples if skey not in ('Fake', 'DATA','ChargeFlip')] - -redirector = "" - -useXROOTD = False - -def makeMCDirectory(var=''): - if var== '': - print(os.path.join(treeBaseDir, mcProduction, mcSteps)) - return os.path.join(treeBaseDir, mcProduction, mcSteps) - else: - print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) - return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) - -mcDirectory = makeMCDirectory() -fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) -dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) - -################################ EXPERIMENTAL UNCERTAINTIES ################################# - -#### Luminosity - -# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb -# Uncorrelated 2016 1.0 -# Uncorrelated 2017 2.0 -# Uncorrelated 2018 1.5 -# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 -# Correlated 2017, 2018 0.6, 0.2 - -nuisances['lumi_Uncorrelated'] = { - 'name' : 'lumi_13TeV_2016', - 'type' : 'lnN', - 'samples' : dict((skey, '1.010') for skey in mc if skey not in ['WZ']) -} - -nuisances['lumi_Correlated_Run2'] = { - 'name' : 'lumi_13TeV_correlated', - 'type' : 'lnN', - 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) -} - - -#### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] - -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] - -nuisances['fake_syst_mm_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} -nuisances['fake_syst_mm_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_mm_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_mm_' in cut)] -} - -nuisances['fake_syst_em_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} -nuisances['fake_syst_em_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_em_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_em' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_em_' in cut)] -} - -nuisances['fake_syst_ee_barrel'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_barrel', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_barrel, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} -nuisances['fake_syst_ee_endcap'] = { - 'name' : 'CMS_WH_hww_fake_syst_ee_endcap', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : fake_syst_endcap, - }, - 'cuts' : [cut for cut in cuts if ('_ee_' in cut)] -} - -nuisances['fake_ele'] = { - 'name' : 'CMS_WH_hww_fake_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], - 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], - } -} -nuisances['fake_ele_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], - } -} -nuisances['fake_mu'] = { - 'name' : 'CMS_WH_hww_fake_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], - 'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], - } -} -nuisances['fake_mu_stat'] = { - 'name' : 'CMS_WH_hww_fake_stat_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - 'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], - } -} - -###### B-tagger - -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2016' - - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } - -##### Trigger Scale Factors - -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] - -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} - -##### Electron Efficiency and energy scale - -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_e'] = { - 'name' : 'CMS_eff_ttHMVA_e_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) -} - -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} - -nuisances['eff_ttHMVA_m'] = { - 'name' : 'CMS_eff_ttHMVA_m_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) -} - -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} - -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} - -##### MET unclustered energy - -# metUp.PuppiMET_pt_METup -nuisances['met'] = { - 'name' : 'CMS_scale_met_2016', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'METup', - 'mapDown' : 'METdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('METup_suffix'), - 'folderDown': makeMCDirectory('METdo_suffix'), - 'AsLnN' : '0' -} - - -##### Pileup - -# puWeight_UL2016 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['1.008421*(puWeightUp/puWeight)', '0.992494*(puWeightDown/puWeight)'], - 'WW' : ['1.010428*(puWeightUp/puWeight)', '0.990400*(puWeightDown/puWeight)'], - 'ggWW' : ['1.012367*(puWeightUp/puWeight)', '0.988402*(puWeightDown/puWeight)'], - 'Vg' : ['0.995630*(puWeightUp/puWeight)', '1.007076*(puWeightDown/puWeight)'], - 'WZ' : ['1.002037*(puWeightUp/puWeight)', '0.997721*(puWeightDown/puWeight)'], - 'ZZ' : ['1.006574*(puWeightUp/puWeight)', '0.993175*(puWeightDown/puWeight)'], - 'VVV' : ['1.012827*(puWeightUp/puWeight)', '0.989623*(puWeightDown/puWeight)'], - 'top' : ['1.009336*(puWeightUp/puWeight)', '0.991324*(puWeightDown/puWeight)'], - 'Higgs' : ['1.011609*(puWeightUp/puWeight)', '0.989039*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} - -### PU ID SF uncertainty - -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] - -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} - -### PS and UE - -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} - -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} - -# Charge flip efficiency -nuisances['chargeFlipEff'] = { - 'name' : 'CMS_whss_chargeFlipEff_2016', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','ChargeFlip']), - 'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] -} - -# Charge flip: uncertainty on opposite sign processes not affected by charge-flip -nuisances['chargeFlip_syst'] = { - 'name' : 'CMS_ChargeFlip_syst', - 'type' : 'lnN', - 'samples' : { - 'ChargeFlip' : '1.10', - } -} - -# Top pT reweighting uncertainty - -nuisances['TopPtRew'] = { - 'name' : 'CMS_top_pT_reweighting', # Theory uncertainty - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'top': ["1.", "1./Top_pTrw"] - }, - 'symmetrize' : True -} - -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} - -###### pdf uncertainties - -valuesggh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggH', '125.09','pdf','sm') -valuesggzh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','pdf','sm') -valuesbbh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','bbH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_gg'] = { - 'name' : 'pdf_Higgs_gg', - 'samples' : { - 'ggH_hww' : valuesggh, - 'ggH_htt' : valuesggh, - 'ggZH_hww' : valuesggzh, - 'bbH_hww' : valuesbbh, - }, - 'type' : 'lnN', -} - -# For ttH, we need to use 1./values -values = str(1./float(HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','pdf','sm'))) - -nuisances['pdf_Higgs_ttH'] = { - 'name' : 'pdf_Higgs_ttH', - 'samples' : { - 'ttH_hww': values, - }, - 'type' : 'lnN', -} - -valuesqqh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','pdf','sm') -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH', '125.09','pdf','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH', '125.09','pdf','sm') - -nuisances['pdf_Higgs_qqbar'] = { - 'name' : 'pdf_Higgs_qqbar', - 'type' : 'lnN', - 'samples': { - 'qqH_hww' : valuesqqh, - 'qqH_htt' : valuesqqh, - 'WH_hww_plus' : valueswh, - 'WH_hww_minus': valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus': valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh - }, -} - -nuisances['pdf_qqbar'] = { - 'name' : 'pdf_qqbar', - 'type' : 'lnN', - 'samples' : { - 'Wg' : '1.04', - 'Zg' : '1.04', - 'ZZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WZ' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'WgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - 'ZgS' : '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 - }, -} - -nuisances['pdf_gg'] = { - 'name': 'pdf_gg', - 'type': 'lnN', - 'samples': { - 'ggWW' : '1.05', - }, -} - -nuisances['pdf_Higgs_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_gg_ACCEPT', - 'samples' : { - 'ggH_hww' : '1.006', - 'ggH_htt' : '1.006', - 'ggZH_hww' : '1.006', - 'bbH_hww' : '1.006' - }, - 'type' : 'lnN', -} -nuisances['pdf_gg_ACCEPT'] = { - 'name' : 'pdf_WH_hww_gg_ACCEPT', - 'samples' : { - 'ggWW' : '1.006', - }, - 'type' : 'lnN', -} - -nuisances['pdf_Higgs_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_Higgs_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.002', - 'qqH_htt' : '1.002', - 'WH_hww_plus' : '1.003', - 'WH_hww_minus': '1.003', - 'WH_htt_plus' : '1.003', - 'WH_htt_minus': '1.003', - 'ZH_hww' : '1.002', - 'ZH_htt' : '1.002', - }, -} - -nuisances['pdf_qqbar_ACCEPT'] = { - 'name' : 'pdf_WH_hww_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'ZZ' : '1.001', - 'WZ' : '1.001', - }, -} - -##### Renormalization & factorization scales - -## Shape nuisance due to QCD scale variations for DY -## LHE scale variation weights (w_var / w_nominal) - -## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) -variations = ['Alt(LHEScaleWeight,0,1)', 'Alt(LHEScaleWeight,1,1)', 'Alt(LHEScaleWeight,3,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-4,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-2,1)', 'Alt(LHEScaleWeight,nLHEScaleWeight-1,1)'] - -# nuisances['QCDscale_V'] = { -# 'name' : 'QCDscale_V', -# 'skipCMS' : 1, -# 'kind' : 'weight_envelope', -# 'type' : 'shape', -# 'samples' : { -# 'DY' : variations -# }, -# 'AsLnN' : '0' -# } - -nuisances['QCDscale_VV'] = { - 'name' : 'QCDscale_VV', - 'kind' : 'weight_envelope', - 'type' : 'shape', - 'samples' : { - 'WW' : variations, - 'Zg' : variations, - 'Wg' : variations, - 'ZZ' : variations, - 'WZ' : variations, - 'WgS' : variations, - 'ZgS' : variations - } -} - -nuisances['QCDscale_ggVV'] = { - 'name' : 'QCDscale_ggVV', - 'type' : 'lnN', - 'samples' : { - 'ggWW' : '1.15', - }, -} - -#### QCD scale uncertainties for Higgs signals other than ggH - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','vbfH','125.09','scale','sm') - -nuisances['QCDscale_qqH'] = { - 'name' : 'QCDscale_qqH', - 'samples' : { - 'qqH_hww' : values, - 'qqH_htt' : values, - }, - 'type' : 'lnN' -} - -valueswh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','WH','125.09','scale','sm') -valueszh = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ZH','125.09','scale','sm') - -nuisances['QCDscale_VH'] = { - 'name' : 'QCDscale_VH', - 'samples' : { - 'WH_hww_plus' : valueswh, - 'WH_hww_minus' : valueswh, - 'WH_htt_plus' : valueswh, - 'WH_htt_minus' : valueswh, - 'ZH_hww' : valueszh, - 'ZH_htt' : valueszh, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ggZH','125.09','scale','sm') - -nuisances['QCDscale_ggZH'] = { - 'name' : 'QCDscale_ggZH', - 'samples' : { - 'ggZH_hww' : values, - }, - 'type' : 'lnN', -} - -values = HiggsXS.GetHiggsProdXSNP('YR4','13TeV','ttH','125.09','scale','sm') - -nuisances['QCDscale_ttH'] = { - 'name' : 'QCDscale_ttH', - 'samples' : { - 'ttH_hww' : values, - }, - 'type' : 'lnN', -} - -nuisances['QCDscale_WWewk'] = { - 'name' : 'QCDscale_WWewk', - 'samples' : { - 'WWewk' : '1.11', - }, - 'type' : 'lnN' -} - -nuisances['QCDscale_qqbar_ACCEPT'] = { - 'name' : 'QCDscale_qqbar_ACCEPT', - 'type' : 'lnN', - 'samples' : { - 'qqH_hww' : '1.003', - 'qqH_htt' : '1.003', - 'WH_hww_plus' : '1.010', - 'WH_hww_minus' : '1.010', - 'WH_htt_plus' : '1.010', - 'WH_htt_minus' : '1.010', - 'ZH_hww' : '1.015', - 'ZH_htt' : '1.015', - } -} - -# FIXME: these come from HIG-16-042, maybe should be recomputed? -nuisances['QCDscale_gg_ACCEPT'] = { - 'name' : 'QCDscale_gg_ACCEPT', - 'samples' : { - 'ggH_htt' : '1.012', - 'ggH_hww' : '1.012', - 'ggZH_hww' : '1.012', - 'ggWW' : '1.012', - }, - 'type' : 'lnN', -} - -# WZ normalization from control region - -nuisances['WZ2jnorm'] = { - 'name' : 'CMS_hww_WZ3l2jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '2j' in cut], -} - -nuisances['WZ1jnorm'] = { - 'name' : 'CMS_hww_WZ3l1jnorm', - 'samples' : { - 'WZ' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [cut for cut in cuts if '1j' in cut], -} - -# Use the following if you want to apply the automatic combine MC stat nuisances. -nuisances['stat'] = { - 'type' : 'auto', - 'maxPoiss' : '10', - 'includeSignal' : '0', - 'samples' : {} -} -# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling -# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) - -for n in nuisances.values(): - n['skipCMS'] = 1 diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/plot.py deleted file mode 100644 index 55e7671b..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/plot.py +++ /dev/null @@ -1,356 +0,0 @@ -# plot configuration - -# Groups of samples to improve the plots. -# If not defined, normal plots is used - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.616976697535/0.378860542609 # 1.62850608112 -scale_histo_WW = 1.72511153091/1.84461814416 # 0.935213359126 -scale_histo_DY = 3.53636672699/4.7664292056 # 0.741932078386 -scale_histo_WZ = 16.0432100435/14.3489102017 # 1.11807864277 -scale_histo_Wg = 15.8878830005/14.5649053729 # 1.09083324565 -scale_histo_Zg = 0.878090355125/0.845736028771 # 1.03825582127 -scale_histo_Vg = (15.8878830005+0.878090355125)/(14.5649053729+0.845736028771) -scale_histo_WgS = 7.97423388174/7.86396725233 # 1.01402175592 -scale_histo_ZgS = 0.951074186953/0.953410829908 # 0.99754917515 -scale_histo_VgS = (7.97423388174+0.951074186953)/(7.86396725233+0.953410829908) -scale_histo_ZH_htt = 0.0517626146839/0.0418699835469 # 1.23627024181 -scale_histo_WH_htt_plus = 0.155233292681/0.13501959996 # 1.14970932166 -scale_histo_ggZH_hww = 0.0260047673541/0.0191405906096 # 1.35861885793 -scale_histo_qqH_hww = 0.0123473458074/0.0113367284673 # 1.0891454129 -scale_histo_ZZ = 0.482985873193/0.406317249935 # 1.18869152927 -scale_histo_ggH_hww = 0.073170975305/0.0724227670066 # 1.01033112002 -scale_histo_WH_htt_minus = 0.100533657238/0.0933534088816 # 1.07691468842 -scale_histo_VVV = 1.38782292345/1.35367244737 # 1.02522802038 -scale_histo_WH_hww_plus = 0.726340493052/0.707547382663 # 1.02656092136 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.089605006043/0.0911263518739 # 0.983305094524 -scale_histo_top = 44.5715804726/32.0725083751 # 1.38971295763 -scale_histo_WWewk = 0.0277638808994/0.0232032545063 # 1.19655115156 -scale_histo_ZH_hww = 0.128885867784/0.115278399228 # 1.11804005476 -scale_histo_WH_hww_minus = 0.445075508444/0.421163499332 # 1.05677607188 -scale_histo_qqH_htt = 0.00359856778426/0.00462458335033 # 0.778138809846 - -groupPlot = {} - -# groupPlot['top'] = { -# 'nameHR' : 'tW+ and t#bar{t}', -# 'isSignal' : 0, -# 'color' : 400, # kYellow -# 'samples' : ['top'] -# } - -# groupPlot['WW'] = { -# 'nameHR' : 'WW', -# 'isSignal' : 0, -# 'color' : 851, # kAzure -9 -# 'samples' : ['WW', 'ggWW', 'WWewk'] -# } - -# groupPlot['DY'] = { -# 'nameHR' : "DY", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['DY'] -# } - -groupPlot['Fake'] = { - 'nameHR' : 'Non-prompt', - 'isSignal' : 0, - 'color' : 921, # kGray + 1 - 'samples' : ['Fake_mm','Fake_em','Fake_ee'] -} - -# groupPlot['ChargeFlip'] = { -# 'nameHR' : "charge_flip", -# 'isSignal' : 0, -# 'color' : 418, # kGreen+2 -# 'samples' : ['ChargeFlip'] -# } - -groupPlot['VVV'] = { - 'nameHR' : 'VVV', - 'isSignal' : 0, - 'color' : 857, # kAzure -3 - 'samples' : ['VVV'] -} - -groupPlot['ZZ'] = { - 'nameHR' : "ZZ", - 'isSignal' : 0, - 'color' : 617, # kViolet + 1 - 'samples' : ['ZZ'] -} - -groupPlot['WZ'] = { - 'nameHR' : "WZ", - 'isSignal' : 0, - 'color' : 619, # kViolet + 1 - 'samples' : ['WZ'] -} - -groupPlot['Vg'] = { - 'nameHR' : "V#gamma", - 'isSignal' : 0, - 'color' : 810, # kOrange + 10 - 'samples' : ['Vg'] -} - -groupPlot['VgS'] = { - 'nameHR' : "V#gamma*", - 'isSignal' : 0, - 'color' : 412, # kGreen - 9 - 'samples' : ['VgS'] -} - -groupPlot['Higgs'] = { - 'nameHR' : 'Higgs', - 'isSignal' : 0, - 'color' : 632, # kRed - 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] -} - -groupPlot['WH_minus'] = { - 'nameHR' : 'W^{-} H (x 10)', - 'isSignal' : 2, - 'color' : 600, # kBlue - 'samples' : ['WH_hww_minus','WH_htt_minus'] -} - -groupPlot['WH_plus'] = { - 'nameHR' : 'W^{+} H (x 10)', - 'isSignal' : 2, - 'color' : 632, # kRed - 'samples' : ['WH_hww_plus', 'WH_htt_plus'] -} - - -# keys here must match keys in samples.py - -plot = {} - -# plot['ChargeFlip'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 0.5, -# } - -# plot['DY'] = { -# 'color' : 418, # kGreen+2 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_DY, -# } - -# plot['top'] = { -# 'nameHR' : 'tW and t#bar{t}', -# 'color' : 400, # kYellow -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_top, -# } - -# plot['WW'] = { -# 'color' : 851, # kAzure -9 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WW, -# } - -# plot['WWewk'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_WWewk, -# } - -# plot['ggWW'] = { -# 'color' : 850, # kAzure -10 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ggWW, -# } - -plot['Vg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_Vg, -} - -plot['VgS'] = { - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VgS, -} - -plot['WZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_WZ * 1.138, # NLO -> NNLO k-factor! -} - -plot['ZZ'] = { - 'color' : 858, # kAzure -2 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZZ, -} - -plot['VVV'] = { - 'color' : 857, # kAzure -3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_VVV, -} - -########### -# Signals # -########### - -# HWW - -plot['ggH_hww'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_hww, -} - -plot['qqH_hww'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_hww, -} - -plot['ZH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_hww, -} - -plot['ggZH_hww'] = { - 'color' : 632+4, # kRed+4 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggZH_hww, -} - -plot['WH_hww_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_plus, -} - -plot['WH_hww_minus'] = { - 'color' : 600, # kBlue - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_hww_minus, -} - -plot['ttH_hww'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ttH_hww, -} - - -# Htautau - -plot['ggH_htt'] = { - 'color' : 632, # kRed - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ggH_htt, -} - -plot['qqH_htt'] = { - 'color' : 632+1, # kRed+1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_qqH_htt, -} - -plot['ZH_htt'] = { - 'color' : 632+3, # kRed+3 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : scale_histo_ZH_htt, -} - -plot['WH_htt_plus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_plus, -} - -plot['WH_htt_minus'] = { - 'color' : 632+2, # kRed+2 - 'isSignal' : 2, - 'isData' : 0, - 'scale' : 10.0 * scale_histo_WH_htt_minus, -} - - -######## -# Fake # -######## - -plot['Fake_em'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_ee'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Fake_mm'] = { - 'color' : 921, # kGray + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -# plot['Fake'] = { -# 'color' : 921, # kGray + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : 1.0 -# } - -######## -# Data # -######## - -plot['DATA'] = { - 'nameHR' : 'Data', - 'color' : 1 , - 'isSignal' : 0, - 'isData' : 1, - 'isBlind' : 0, -} - - -# Define legend - -legend = {} - -legend['lumi'] = 'L = 19.5 fb^{-1}' -legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/structure.py deleted file mode 100644 index aed856a5..00000000 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm_CR/structure.py +++ /dev/null @@ -1,203 +0,0 @@ -# structure configuration for datacard - -# keys here must match keys in samples.py - -structure = {} - -signal_normalization = 10.0 - -# BTag normalization factors -# Cut = hww2l2v_13TeV_samesign_2j -scale_histo_ttH_hww = 0.616976697535/0.378860542609 # 1.62850608112 -scale_histo_WW = 1.72511153091/1.84461814416 # 0.935213359126 -scale_histo_DY = 3.53636672699/4.7664292056 # 0.741932078386 -scale_histo_WZ = 16.0432100435/14.3489102017 # 1.11807864277 -scale_histo_Wg = 15.8878830005/14.5649053729 # 1.09083324565 -scale_histo_Zg = 0.878090355125/0.845736028771 # 1.03825582127 -scale_histo_Vg = (15.8878830005+0.878090355125)/(14.5649053729+0.845736028771) -scale_histo_WgS = 7.97423388174/7.86396725233 # 1.01402175592 -scale_histo_ZgS = 0.951074186953/0.953410829908 # 0.99754917515 -scale_histo_VgS = (7.97423388174+0.951074186953)/(7.86396725233+0.953410829908) -scale_histo_ZH_htt = 0.0517626146839/0.0418699835469 # 1.23627024181 -scale_histo_WH_htt_plus = 0.155233292681/0.13501959996 # 1.14970932166 -scale_histo_ggZH_hww = 0.0260047673541/0.0191405906096 # 1.35861885793 -scale_histo_qqH_hww = 0.0123473458074/0.0113367284673 # 1.0891454129 -scale_histo_ZZ = 0.482985873193/0.406317249935 # 1.18869152927 -scale_histo_ggH_hww = 0.073170975305/0.0724227670066 # 1.01033112002 -scale_histo_WH_htt_minus = 0.100533657238/0.0933534088816 # 1.07691468842 -scale_histo_VVV = 1.38782292345/1.35367244737 # 1.02522802038 -scale_histo_WH_hww_plus = 0.726340493052/0.707547382663 # 1.02656092136 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggH_htt = 0.0/1 # 0.0 -scale_histo_ggWW = 0.089605006043/0.0911263518739 # 0.983305094524 -scale_histo_top = 44.5715804726/32.0725083751 # 1.38971295763 -scale_histo_WWewk = 0.0277638808994/0.0232032545063 # 1.19655115156 -scale_histo_ZH_hww = 0.128885867784/0.115278399228 # 1.11804005476 -scale_histo_WH_hww_minus = 0.445075508444/0.421163499332 # 1.05677607188 -scale_histo_qqH_htt = 0.00359856778426/0.00462458335033 # 0.778138809846 - -# structure['DY'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_DY, -# } - -# structure['top'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_top, -# } - -# structure['WW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WW, -# } - -# structure['WWewk'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_WWewk, -# } - -# structure['ggWW'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : scale_histo_ggWW, -# } - - -structure['Vg'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_Vg, -} - -structure['VgS'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VgS, -} - -structure['WZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WZ * 1.138 # NLO -> NNLO k-factor -} - -structure['ZZ'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZZ, -} - -structure['VVV'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_VVV, -} - - -# Higgs -structure['ggH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_hww, -} - -structure['qqH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_hww, -} - -structure['ZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_hww, -} - -structure['ggZH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggZH_hww, -} - -structure['WH_hww_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_plus*signal_normalization, -} - -structure['WH_hww_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_hww_minus*signal_normalization, -} - -structure['ttH_hww'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ttH_hww, -} - -structure['ggH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ggH_htt, -} - -structure['qqH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_qqH_htt, -} - -structure['ZH_htt'] = { - 'isSignal' : 0, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_ZH_htt, -} - -structure['WH_htt_plus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_plus*signal_normalization, -} - -structure['WH_htt_minus'] = { - 'isSignal' : 1, - 'isData' : 0, - 'scaleSampleForDatacard' : scale_histo_WH_htt_minus*signal_normalization, -} - - -# Fakes -structure['Fake_ee'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_mm'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['Fake_em'] = { - 'isSignal' : 0, - 'isData' : 0, -} - - -# # Data-driven charge flip estimation -# structure['ChargeFlip'] = { -# 'isSignal' : 0, -# 'isData' : 0, -# 'scaleSampleForDatacard' : 0.5, -# } - -# Data -structure['DATA'] = { - 'isSignal' : 0, - 'isData' : 1 -} From 410592d68acb8762357fb97e6649222c5ca55981 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Fri, 29 Aug 2025 09:50:18 +0200 Subject: [PATCH 37/44] 2016HIPM WHSS working with new fake rates --- .../UL/2016HIPM_v9/WHSS/DY_OS_CR/aliases.py | 80 ++++---- .../WHSS/DY_OS_CR/configuration.py | 11 +- .../UL/2016HIPM_v9/WHSS/DY_OS_CR/cuts.py | 28 +-- .../UL/2016HIPM_v9/WHSS/DY_OS_CR/plot.py | 64 +----- .../UL/2016HIPM_v9/WHSS/DY_OS_CR/structure.py | 14 +- .../UL/2016HIPM_v9/WHSS/aliases.py | 77 +++---- .../UL/2016HIPM_v9/WHSS/configuration.py | 10 +- .../WHSS/configuration_1j/configuration.py | 10 +- .../2016HIPM_v9/WHSS/configuration_1j/cuts.py | 12 +- .../WHSS/configuration_1j_mm/configuration.py | 10 +- .../WHSS/configuration_1j_mm/cuts.py | 6 +- .../WHSS/configuration_2j/configuration.py | 10 +- .../2016HIPM_v9/WHSS/configuration_2j/cuts.py | 12 +- .../WHSS/configuration_2j_mm/configuration.py | 10 +- .../WHSS/configuration_2j_mm/cuts.py | 6 +- .../UL/2016HIPM_v9/WHSS/cuts.py | 84 +++----- .../UL/2016HIPM_v9/WHSS/do_datacards.sh | 20 -- .../UL/2016HIPM_v9/WHSS/do_plots.sh | 20 -- .../UL/2016HIPM_v9/WHSS/nuisances.py | 194 +++--------------- .../UL/2016HIPM_v9/WHSS/plot.py | 64 +----- .../UL/2016HIPM_v9/WHSS/samples.py | 9 + .../UL/2016HIPM_v9/WHSS/structure.py | 14 +- 22 files changed, 253 insertions(+), 512 deletions(-) diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/aliases.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/aliases.py index 85e79ca4..7d07bd5f 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/aliases.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # DY_OS_CR configurations = os.path.dirname(configurations) # WHSS @@ -35,110 +34,117 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016HIPM\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016HIPM\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016HIPM\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016HIPM\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016HIPM\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } +# Conept +aliases['Lepton_conept'] = { + 'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2016HIPM\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2016HIPM\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc + ['DATA','Fake'], @@ -326,8 +332,8 @@ # Evaluate BDT discriminant aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/configuration.py index 58030a1c..8122d567 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/configuration.py @@ -1,5 +1,12 @@ # Configuration file for charge asymmetry WHSS analysis using the UL 2016HIPM dataset +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + # Tag used to identify the configuration folder version tag = 'WHSS_OSCR_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90' @@ -10,7 +17,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/cuts.py index a713fece..34e691da 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/cuts.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/cuts.py @@ -21,10 +21,10 @@ 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -36,10 +36,10 @@ 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut 'DYeeCR_pt2ge20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # 'DYeeCR_pt2lt20' : 'abs(mll-91.2)<=15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # IN Z-peak } } @@ -52,9 +52,9 @@ # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } @@ -65,9 +65,9 @@ # Sub-leading lepton pT >= 20 GeV 'pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak 'SS_CR_pt2ge20' : 'abs(mll-91.2)>15 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut - # Sub-leading lepton pT < 20 GeV - 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak - 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut + # # Sub-leading lepton pT < 20 GeV + # 'pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', # OUT Z-peak + # 'SS_CR_pt2lt20' : 'abs(mll-91.2)>15 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', # OUT Z-peak SS CR --> inverting detall cut } } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/plot.py index 7256872b..f8b0853f 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/plot.py @@ -40,46 +40,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 617, - 'samples' : ['ZgS'] + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -116,32 +88,16 @@ 'scale' : 1.0, } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/structure.py index 2ea8c5ef..37a9fb5d 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/structure.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/DY_OS_CR/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/aliases.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/aliases.py index b987154e..e68efcb7 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/aliases.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/aliases.py @@ -35,110 +35,117 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016HIPM\", 2, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016HIPM\", 2, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016HIPM\", 2, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016HIPM\", 2, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016HIPM\", 2, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc, } +# Conept +aliases['Lepton_conept'] = { + 'expr' : 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd' : [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples' : mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], 'expr' : 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + 'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'], } # Charge-flip efficiencies and uncertainties aliases['ttHMVA_eff_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2016HIPM\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : ['DY','ChargeFlip'], } aliases['ttHMVA_eff_err_flip_2l'] = { - 'linesToAdd' : ['#include "%s/macros/flipper_eff_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2016HIPM\", 2, \"Total_SF\", \"false\");')"], 'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : ['DY','ChargeFlip'], @@ -326,8 +333,8 @@ # Evaluate BDT discriminant aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration.py index 26a571b5..580fc25d 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/configuration.py index 4ae4d551..18b9488c 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/cuts.py index 7b309dfe..626f7ef3 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/cuts.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/configuration.py index 321acbe3..204ecb44 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j_mm configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/cuts.py index ff47c1bc..63f4fa98 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_1j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/configuration.py index 47f6351f..486b4806 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_2j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/cuts.py index c286ef97..fe084d7a 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/cuts.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -36,9 +36,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/configuration.py index c0ac611d..b41e7a2e 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WHSS @@ -20,7 +24,9 @@ outputFile = "plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90_DYflip_data.root" # "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/cuts.py index 8f7555b1..6b6e1e4d 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/cuts.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/configuration_2j_mm/cuts.py @@ -23,9 +23,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/cuts.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/cuts.py index 615073de..1e17f060 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/cuts.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/cuts.py @@ -22,15 +22,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -41,15 +35,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -60,15 +48,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -82,15 +64,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +13 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -101,15 +77,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : '((Lepton_pdgId[0] == -13 && Lepton_pdgId[1] == -11) || (Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : '((Lepton_pdgId[0] == +13 && Lepton_pdgId[1] == +11) || (Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +13)) && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -120,15 +90,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT >= 20 GeV) - 'SS_CR_plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - # Same-sign CR for fakes: delta-eta(ll) >= 2.0 (Sub-leading lepton pT < 20 GeV) - 'SS_CR_plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', - 'SS_CR_minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])>=2.0', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20 && abs(Lepton_eta[0] - Lepton_eta[1])<2.0', } } @@ -150,9 +114,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } @@ -163,9 +127,9 @@ # Sub-leading lepton pT >= 20 GeV 'plus_pt2ge20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]>=20', 'minus_pt2ge20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]>=20', - # Sub-leading lepton pT < 20 GeV - 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', - 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', + # # Sub-leading lepton pT < 20 GeV + # 'plus_pt2lt20' : 'Lepton_pdgId[0] == -11 && Lepton_pdgId[1] == -11 && Lepton_pt[1]<20', + # 'minus_pt2lt20' : 'Lepton_pdgId[0] == +11 && Lepton_pdgId[1] == +11 && Lepton_pt[1]<20', } } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_datacards.sh b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_datacards.sh index 9b334dff..b3b6c2f3 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_datacards.sh +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_datacards.sh @@ -5,37 +5,17 @@ mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance cd - - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkDatacards --outputDirDatacard ../datacards_original_signal_scale --skipMissingNuisance -cd - diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_plots.sh b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_plots.sh index 8963cd5c..6211a2d0 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_plots.sh +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/do_plots.sh @@ -17,41 +17,21 @@ mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_1j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_1j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cd configuration_2j_mm mkShapesRDF -c 1 mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png cd - -cd configuration_2j_mm_CR -mkShapesRDF -c 1 -mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png -cd - - cp ~/index.php plots_WHSS_2016HIPM_v9_chargeAsymmetry_Mu82_EleUL90/ if [ "$DATE" != "" ]; then diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/nuisances.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/nuisances.py index 348feaea..2052007c 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/nuisances.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/nuisances.py @@ -59,11 +59,13 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +# Systematic uncertainty split into barrel and endcap, and per final state: 10% per bin +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] + +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] nuisances['fake_syst_mm_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_mm_barrel', @@ -122,6 +124,19 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if ('_ee' in cut)] } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2016', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake_mm' : '1.3', + 'Fake_em' : '1.3', + 'Fake_ee' : '1.3', + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2016', 'kind' : 'weight', @@ -131,15 +146,16 @@ def makeMCDirectory(var=''): 'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], } } -# nuisances['fake_ele_stat'] = { -# 'name' : 'CMS_WH_hww_fake_stat_e_2016', -# 'kind' : 'weight', -# 'type' : 'shape', -# 'samples' : { -# 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], -# 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], -# } -# } +nuisances['fake_ele_stat'] = { + 'name' : 'CMS_WH_hww_fake_stat_e_2016', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + 'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + } +} + nuisances['fake_mu'] = { 'name' : 'CMS_WH_hww_fake_m_2016', 'kind' : 'weight', @@ -640,158 +656,6 @@ def makeMCDirectory(var=''): 'cuts' : [cut for cut in cuts if '1j' in cut], } -# Nonprompt leptons normalization from control region - split per charge -nuisances['Nonpromptee2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptee2jnorm_plus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptee2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptee2jnorm_minus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptee1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptee1jnorm_plus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptee1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptee1jnorm_minus', - 'samples' : { - 'Fake_ee' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_ee_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_ee_1j_SS_CR_minus_pt2ge20', - ], -} - - -nuisances['Nonpromptem2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptem2jnorm_plus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptem2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptem2jnorm_minus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptem1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptem1jnorm_plus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptem1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptem1jnorm_minus', - 'samples' : { - 'Fake_em' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_em_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_em_1j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptmm2jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptmm2jnorm_plus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptmm2jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptmm2jnorm_minus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_2j_SS_CR_minus_pt2ge20', - ], -} - -nuisances['Nonpromptmm1jnorm_plus'] = { - 'name' : 'CMS_hww_Nonpromptmm1jnorm_plus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_plus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_plus_pt2ge20', - ], -} -nuisances['Nonpromptmm1jnorm_minus'] = { - 'name' : 'CMS_hww_Nonpromptmm1jnorm_minus', - 'samples' : { - 'Fake_mm' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2ge20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_minus_pt2lt20', - 'hww2l2v_13TeV_WH_SS_noZveto_mm_1j_SS_CR_minus_pt2ge20', - ], -} - # Use the following if you want to apply the automatic combine MC stat nuisances. nuisances['stat'] = { 'type' : 'auto', diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/plot.py index 4efa4dc2..49dad3dd 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/plot.py @@ -54,46 +54,18 @@ 'samples' : ['WZ'] } -# groupPlot['Vg'] = { -# 'nameHR' : "V#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Wg','Zg'] -# } - -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -# groupPlot['VgS'] = { -# 'nameHR' : "V#gamma*", -# 'isSignal' : 0, -# 'color' : 412, # kGreen - 9 -# 'samples' : ['ZgS','WgS'] -# } - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", - 'isSignal' : 0, - 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 617, - 'samples' : ['ZgS'] + 'samples' : ['VgS'] } groupPlot['Higgs'] = { @@ -162,32 +134,16 @@ 'scale' : 1.0 } -plot['Zg'] = { - 'nameHR' : 'Zg', +plot['Vg'] = { + 'nameHR' : 'Vg', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['Wg'] = { - 'nameHR' : 'Wg', - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['ZgS'] = { - 'nameHR' : 'ZgS', - 'color' : 617, # kViolet + 1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { - 'nameHR' : 'WgS', +plot['VgS'] = { + 'nameHR' : 'VgS', 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/samples.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/samples.py index ce17c258..be2834fa 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/samples.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/samples.py @@ -18,7 +18,14 @@ ###### Tree base directory for the site ###### ############################################## +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +if site == 'kit': + treeBaseDir = '/ceph/ntrevisa/HWWNano' limitFiles = -1 def makeMCDirectory(var=''): @@ -35,6 +42,8 @@ def makeMCDirectory(var=''): useXROOTD = True redirector = 'root://eoscms.cern.ch/' +if site == 'kit': + redirector = '' def nanoGetSampleFiles(path, name): _files = s.searchFiles(path, name, redirector=redirector) diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/structure.py index 85e8da8f..3ba72a09 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/structure.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WHSS/structure.py @@ -29,22 +29,12 @@ 'isData' : 0, } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0, } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0, -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0, } From d7b2eeb26bf118fc5ca75c9bd6182a75a72594b2 Mon Sep 17 00:00:00 2001 From: ntrevisa Date: Fri, 29 Aug 2025 12:49:57 +0200 Subject: [PATCH 38/44] 2016HIPM WH3l working with new fake rates --- .../UL/2016HIPM_v9/WH3l/aliases.py | 84 ++++++++++--------- .../UL/2016HIPM_v9/WH3l/configuration.py | 10 ++- .../WH3l/configuration_OSSF/configuration.py | 10 ++- .../WH3l/configuration_OSSF/plot.py | 28 ------- .../WH3l/configuration_SSSF/configuration.py | 10 ++- .../WH3l/configuration_SSSF/plot.py | 28 ------- .../WH3l/configuration_WZ0j/configuration.py | 10 ++- .../WH3l/configuration_WZ0j/plot.py | 28 ------- .../WH3l/configuration_WZ1j/configuration.py | 10 ++- .../WH3l/configuration_WZ1j/plot.py | 28 ------- .../WH3l/configuration_WZ2j/configuration.py | 10 ++- .../WH3l/configuration_WZ2j/plot.py | 28 ------- .../UL/2016HIPM_v9/WH3l/nuisances.py | 45 ++++------ .../UL/2016HIPM_v9/WH3l/plot.py | 44 ++-------- .../UL/2016HIPM_v9/WH3l/structure.py | 14 +--- 15 files changed, 119 insertions(+), 268 deletions(-) diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/aliases.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/aliases.py index 0c059c37..44482d2b 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/aliases.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/aliases.py @@ -3,7 +3,6 @@ import inspect # /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l - configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations = os.path.dirname(configurations) # WH3l configurations = os.path.dirname(configurations) # 2016HIPM_v9 @@ -34,97 +33,104 @@ # ttHMVA SFs and uncertainties aliases['LepWPttHMVASF'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2016HIPM\", 3, \"all\", \"nominal\");')"], 'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2016HIPM\", 3, \"all\", \"eleUp\");')"], 'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2016HIPM\", 3, \"all\", \"eleDown\");')"], 'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2016HIPM\", 3, \"all\", \"muUp\");')"], 'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } aliases['LepWPttHMVASFMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/ttHMVASF_class.cc"' % configurations], + 'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], 'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2016HIPM\", 3, \"all\", \"muDown\");')"], 'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', 'samples' : mc } +# Conept +aliases['Lepton_conept'] = { + 'expr' : 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + 'linesToAdd' : [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + 'samples' : mc + ['Fake', 'DATA', 'DATA_unprescaled'] +} + # Fake leptons transfer factor aliases['fakeW'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } # And variations - already divided by central values in formulas ! aliases['fakeWEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_EleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_EleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_MuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_MuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatEleUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatEleDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatMuUp'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } aliases['fakeWStatMuDown'] = { - 'linesToAdd' : ['#include "%s/macros/fake_rate_reader_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"/afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/\");')"], - 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_pt, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + 'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2016_HIPM\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 3, \"std\", \"{configurations}\");')"], + 'expr': 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_conept, Lepton_eta, Lepton_isTightMuon_cut_Tight80x, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', 'samples' : ['Fake'] } @@ -307,22 +313,22 @@ # Evaluate BDT discriminants aliases['BDT_WH3l_OSSF_new_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WH3l_OSSF_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{0}/data/BDT/2016HIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WH3l_OSSF_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WH3l_OSSF_v9 BDT_WH3l_OSSF = BDT_WH3l_OSSF_v9(\"BDTG4C3\",\"{configurations}/data/BDT/2016HIPM/WH3l/OSSF/weights/TMVAClassification_BDTG4C3.weights.xml\");')"], 'expr' : 'BDT_WH3l_OSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_ZVeto,WH3l_mtlmet,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', 'samples' : mc + ['DATA','Fake'], } aliases['BDT_WH3l_SSSF_new_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WH3l_SSSF_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{0}/data/BDT/2016HIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WH3l_SSSF_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WH3l_SSSF_v9 BDT_WH3l_SSSF = BDT_WH3l_SSSF_v9(\"BDTG4C3\",\"{configurations}/data/BDT/2016HIPM/WH3l/SSSF/weights/TMVAClassification_BDTG4SK01_05shrinkage.weights.xml\");')"], 'expr' : 'BDT_WH3l_SSSF(WH3l_dphilllmet,WH3l_mOSll,WH3l_ptOSll,WH3l_drOSll,WH3l_dphilmet,WH3l_ptWWW,PuppiMET_pt,Lepton_pt)', 'samples' : mc + ['DATA','Fake'], } aliases['BDT_WHSS_TopSemileptonic_v9'] = { - 'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], - 'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + 'linesToAdd' : [f'#include "{configurations}/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"'], + 'linesToProcess' : [f"ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{configurations}/data/BDT/2016HIPM/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')"], 'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', 'samples' : mc + ['DATA','Fake'], } diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration.py index 2c8520fd..7f650b93 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/ +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/ configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l configurations_nuisance = os.path.dirname(configurations_nuisance) # 2016HIPM_v9 @@ -19,7 +23,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/configuration.py index dbb51d60..8d3561f2 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_OSSF configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/plot.py index 2c377931..4e4a3442 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF/plot.py @@ -62,20 +62,6 @@ 'samples' : ['VVV'] } -# groupPlot['Zg'] = { -# 'nameHR' : "Z#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Zg'] -# } - -# groupPlot['ZgS'] = { -# 'nameHR' : "Z#gamma*", -# 'isSignal' : 0, -# 'color' : 617, -# 'samples' : ['ZgS'] -# } - groupPlot['Vg'] = { 'nameHR' : "W#gamma", 'isSignal' : 0, @@ -152,13 +138,6 @@ 'scale' : scale_histo_Vg, } -# plot['Zg'] = { -# 'color' : 859, # kAzure -1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_Zg, -# } - plot['VgS'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, @@ -166,13 +145,6 @@ 'scale' : scale_histo_VgS, } -# plot['ZgS'] = { -# 'color' : 617, # kViolet + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ZgS, -# } - plot['ZZ'] = { 'color' : 858, # kAzure -2 'isSignal' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/configuration.py index 66bb4cd0..7a13c88f 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_SSSF configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/plot.py index b6c2aaed..38d3864e 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_SSSF/plot.py @@ -62,20 +62,6 @@ 'samples' : ['VVV'] } -# groupPlot['Zg'] = { -# 'nameHR' : "Z#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Zg'] -# } - -# groupPlot['ZgS'] = { -# 'nameHR' : "Z#gamma*", -# 'isSignal' : 0, -# 'color' : 617, -# 'samples' : ['ZgS'] -# } - groupPlot['Vg'] = { 'nameHR' : "V#gamma", 'isSignal' : 0, @@ -152,13 +138,6 @@ 'scale' : scale_histo_Vg, } -# plot['Zg'] = { -# 'color' : 859, # kAzure -1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_Zg, -# } - plot['VgS'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, @@ -166,13 +145,6 @@ 'scale' : scale_histo_VgS, } -# plot['ZgS'] = { -# 'color' : 617, # kViolet + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ZgS, -# } - plot['ZZ'] = { 'color' : 858, # kAzure -2 'isSignal' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/configuration.py index 8efaaffe..e6fe018e 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_WZ0j configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/plot.py index b970fb4a..4e352c7c 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ0j/plot.py @@ -76,20 +76,6 @@ 'samples' : ['VgS'] } -# groupPlot['Wg'] = { -# 'nameHR' : "W#gamma", -# 'isSignal' : 0, -# 'color' : 859, -# 'samples' : ['Wg'] -# } - -# groupPlot['WgS'] = { -# 'nameHR' : "W#gamma*", -# 'isSignal' : 0, -# 'color' : 409, # kGreen - 9 -# 'samples' : ['WgS'] -# } - groupPlot['ZZ'] = { 'nameHR' : "ZZ", 'isSignal' : 0, @@ -152,13 +138,6 @@ 'scale' : scale_histo_Vg, } -# plot['Zg'] = { -# 'color' : 859, # kAzure -1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_Zg, -# } - plot['VgS'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, @@ -166,13 +145,6 @@ 'scale' : scale_histo_VgS, } -# plot['ZgS'] = { -# 'color' : 617, # kViolet + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ZgS, -# } - plot['ZZ'] = { 'color' : 858, # kAzure -2 'isSignal' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/configuration.py index b74bd3ed..4f72e07c 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_OSSF +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_WZ1j configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/plot.py index b6c1f6cc..480e8312 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ1j/plot.py @@ -62,20 +62,6 @@ 'samples' : ['VVV'] } -# groupPlot['Zg'] = { -# 'nameHR' : "Z#gamma", -# 'isSignal' : 0, -# 'color' : 810, # kOrange + 10 -# 'samples' : ['Zg'] -# } - -# groupPlot['ZgS'] = { -# 'nameHR' : "Z#gamma*", -# 'isSignal' : 0, -# 'color' : 617, -# 'samples' : ['ZgS'] -# } - groupPlot['Vg'] = { 'nameHR' : "V#gamma", 'isSignal' : 0, @@ -152,13 +138,6 @@ 'scale' : scale_histo_Vg, } -# plot['Zg'] = { -# 'color' : 859, # kAzure -1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_Zg, -# } - plot['VgS'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, @@ -166,13 +145,6 @@ 'scale' : scale_histo_VgS, } -# plot['ZgS'] = { -# 'color' : 617, # kViolet + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ZgS, -# } - plot['ZZ'] = { 'color' : 858, # kAzure -2 'isSignal' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/configuration.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/configuration.py index 90ad04dc..6a004f92 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/configuration.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/configuration.py @@ -2,8 +2,12 @@ import sys,inspect -# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j configurations_nuisance = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file configurations_nuisance = os.path.dirname(configurations_nuisance) # configuration_WZ2j configurations_nuisance = os.path.dirname(configurations_nuisance) # WH3l @@ -20,7 +24,9 @@ outputFile = "mkShapes__{}.root".format(tag) # Path to ouput folder -outputFolder = "../../../../../../../../../../../../../../eos/user/n/ntrevisa/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +if site == 'kit': + outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" # Path to batch folder (used for condor submission) batchFolder = "condor" diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/plot.py index 076e6ed9..887c828a 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/configuration_WZ2j/plot.py @@ -76,20 +76,6 @@ 'samples' : ['VgS'] } -# groupPlot['Wg'] = { -# 'nameHR' : "W#gamma", -# 'isSignal' : 0, -# 'color' : 859, -# 'samples' : ['Wg'] -# } - -# groupPlot['WgS'] = { -# 'nameHR' : "W#gamma*", -# 'isSignal' : 0, -# 'color' : 409, # kGreen - 9 -# 'samples' : ['WgS'] -# } - groupPlot['ZZ'] = { 'nameHR' : "ZZ", 'isSignal' : 0, @@ -152,13 +138,6 @@ 'scale' : scale_histo_Vg, } -# plot['Zg'] = { -# 'color' : 859, # kAzure -1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_Zg, -# } - plot['VgS'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, @@ -166,13 +145,6 @@ 'scale' : scale_histo_VgS, } -# plot['ZgS'] = { -# 'color' : 617, # kViolet + 1 -# 'isSignal' : 0, -# 'isData' : 0, -# 'scale' : scale_histo_ZgS, -# } - plot['ZZ'] = { 'color' : 858, # kAzure -2 'isSignal' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/nuisances.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/nuisances.py index d17cc31f..77335d57 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/nuisances.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/nuisances.py @@ -59,11 +59,11 @@ def makeMCDirectory(var=''): #### FAKES -fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', - '1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] +fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.479) + 1.1*(abs(Lepton_eta[1])>1.479)', + '1.0*(abs(Lepton_eta[1])<=1.479) + 1.0/1.1*(abs(Lepton_eta[1])>1.479)'] -fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', - '1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] +fake_syst_barrel = [' 1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)', + '1.0/1.1*(abs(Lepton_eta[1])<=1.479) + 1.0*(abs(Lepton_eta[1])>1.479)'] nuisances['fake_syst_barrel'] = { 'name' : 'CMS_WH_hww_fake_syst_barrel', @@ -82,6 +82,17 @@ def makeMCDirectory(var=''): }, } +# Overall 30% normalization +nuisances['fake_syst'] = { + 'name' : 'CMS_WH_hww_fake_syst_2018', + 'kind' : 'weight', + 'type' : 'lnN', + 'samples' : { + 'Fake' : '1.3', + }, +} + +# Statistical and systematic uncertainty on the fake rates nuisances['fake_ele'] = { 'name' : 'CMS_WH_hww_fake_e_2016', 'kind' : 'weight', @@ -98,6 +109,7 @@ def makeMCDirectory(var=''): 'Fake' : ['fakeWStatEleUp', 'fakeWStatEleDown'] } } + nuisances['fake_mu'] = { 'name' : 'CMS_WH_hww_fake_m_2016', 'kind' : 'weight', @@ -552,31 +564,6 @@ def makeMCDirectory(var=''): ] } -# Fakes normalization from control region -nuisances['Nonprompt2lnorm_plus'] = { - 'name' : 'CMS_hww_Nonprompt2lnorm_plus', - 'samples' : { - 'Fake' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'wh3l_13TeV_ossf_plus', - 'wh3l_13TeV_sssf_plus', - ] -} - -nuisances['Nonprompt2lnorm_minus'] = { - 'name' : 'CMS_hww_Nonprompt2lnorm_minus', - 'samples' : { - 'Fake' : '1.00', - }, - 'type' : 'rateParam', - 'cuts' : [ - 'wh3l_13TeV_ossf_minus', - 'wh3l_13TeV_sssf_minus', - ] -} - # Use the following if you want to apply the automatic combine MC stat nuisances. nuisances['stat'] = { 'type' : 'auto', diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/plot.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/plot.py index fdd72028..83fc4ecc 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/plot.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/plot.py @@ -33,32 +33,18 @@ 'samples' : ['VVV'] } -groupPlot['Zg'] = { - 'nameHR' : "Z#gamma", +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", 'isSignal' : 0, 'color' : 810, # kOrange + 10 - 'samples' : ['Zg'] + 'samples' : ['Vg'] } -groupPlot['ZgS'] = { - 'nameHR' : "Z#gamma*", - 'isSignal' : 0, - 'color' : 617, - 'samples' : ['ZgS'] -} - -groupPlot['Wg'] = { - 'nameHR' : "W#gamma", - 'isSignal' : 0, - 'color' : 859, - 'samples' : ['Wg'] -} - -groupPlot['WgS'] = { - 'nameHR' : "W#gamma*", +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", 'isSignal' : 0, 'color' : 409, # kGreen - 9 - 'samples' : ['WgS'] + 'samples' : ['VgS'] } groupPlot['ZZ'] = { @@ -116,28 +102,14 @@ 'scale' : 1.0 } -plot['Wg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['Zg'] = { - 'color' : 859, # kAzure -1 - 'isSignal' : 0, - 'isData' : 0, - 'scale' : 1.0 -} - -plot['WgS'] = { +plot['Vg'] = { 'color' : 859, # kAzure -1 'isSignal' : 0, 'isData' : 0, 'scale' : 1.0 } -plot['ZgS'] = { +plot['VgS'] = { 'color' : 617, # kViolet + 1 'isSignal' : 0, 'isData' : 0, diff --git a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/structure.py b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/structure.py index 9a4ce9fd..6e7afcc8 100644 --- a/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/structure.py +++ b/WH_chargeAsymmetry/UL/2016HIPM_v9/WH3l/structure.py @@ -14,22 +14,12 @@ 'isData' : 0 } -structure['Wg'] = { +structure['Vg'] = { 'isSignal' : 0, 'isData' : 0 } -structure['Zg'] = { - 'isSignal' : 0, - 'isData' : 0 -} - -structure['WgS'] = { - 'isSignal' : 0, - 'isData' : 0 -} - -structure['ZgS'] = { +structure['VgS'] = { 'isSignal' : 0, 'isData' : 0 } From 7cf44d3560d456bb68ee7c33022d22add9259fac Mon Sep 17 00:00:00 2001 From: amassiro Date: Wed, 10 Sep 2025 14:34:55 +0200 Subject: [PATCH 39/44] new Hgg analysis --- Hgg/README.md | 58 +++++ Hgg/aliases.py | 228 +++++++++++++++++ Hgg/configuration.py | 100 ++++++++ Hgg/cuts.py | 44 ++++ Hgg/ngenjet.cc | 121 +++++++++ Hgg/nuisances.py | 578 +++++++++++++++++++++++++++++++++++++++++++ Hgg/plot.py | 224 +++++++++++++++++ Hgg/samples.py | 278 +++++++++++++++++++++ Hgg/structure.py | 126 ++++++++++ Hgg/variables.py | 125 ++++++++++ 10 files changed, 1882 insertions(+) create mode 100644 Hgg/README.md create mode 100644 Hgg/aliases.py create mode 100644 Hgg/configuration.py create mode 100644 Hgg/cuts.py create mode 100644 Hgg/ngenjet.cc create mode 100644 Hgg/nuisances.py create mode 100644 Hgg/plot.py create mode 100644 Hgg/samples.py create mode 100644 Hgg/structure.py create mode 100644 Hgg/variables.py diff --git a/Hgg/README.md b/Hgg/README.md new file mode 100644 index 00000000..eacfbb09 --- /dev/null +++ b/Hgg/README.md @@ -0,0 +1,58 @@ +# H > gluon gluon + +ZH production of H>gg + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + + cd ../../mkShapesRDF/ + source start.sh + cd - + + +### Compile the configuration folder + + mkShapesRDF -c 1 + +### Run the analysis + +Produce histograms using batch: + + mkShapesRDF -o 0 -f . -b 1 + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Options meanings: +- -o: operationMode: + - 0 run analysis + - 1 check batch output and errs + - 2 merge root files +- -f: folder: it represents the path to the analysis folder +- -b: batch mode: + - 0 (default) runs on local + - 1 runs with condor +- -r: resubmit jobs: + -1 resubmit finished jobs with errors + - 2 resubmit running jobs + +### Merge rootfiles + +Once all the jobs have finished, you can merge them: + + mkShapesRDF -o 2 -f . + +### Plot distributions + + mkPlot + + diff --git a/Hgg/aliases.py b/Hgg/aliases.py new file mode 100644 index 00000000..6d791ab2 --- /dev/null +++ b/Hgg/aliases.py @@ -0,0 +1,228 @@ +import os +import copy +import inspect + +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +#configurations = os.path.dirname(configurations) # Full2016 +#configurations = os.path.dirname(configurations) # VBF_Zjj +#configurations = os.path.dirname(configurations) # Configurations + + + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Dyemb')] +mc_emb = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +eleWP = 'mva_90p_Iso2016' +muWP = 'cut_Tight80x_tthmva_80' + +aliases = OrderedDict() +aliases['LepWPCut'] = { + 'expr': 'LepCut2l__ele_'+eleWP+'__mu_'+muWP, + 'samples': mc_emb + ['DATA'] + } + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP, + 'samples': ['Fake'] +} +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleUp', + 'samples': ['Fake'] +} +aliases['fakeWEleDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleDown', + 'samples': ['Fake'] +} +aliases['fakeWMuUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuUp', + 'samples': ['Fake'] +} +aliases['fakeWMuDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuDown', + 'samples': ['Fake'] +} +aliases['fakeWStatEleUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleUp', + 'samples': ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleDown', + 'samples': ['Fake'] +} +aliases['fakeWStatMuUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuUp', + 'samples': ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuDown', + 'samples': ['Fake'] +} + + +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + 'samples': mc + } +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + 'samples': mc +} +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + 'samples': mc +} + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass >0 && Gen_ZGstar_mass < 4', + 'samples': ['VgS'] +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass <0 || Gen_ZGstar_mass > 4', + 'samples': ['VgS'] +} + +aliases['PromptGenLepMatch2l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', + 'samples': mc + } + +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btagDeepB, CleanJet_jetIdx) > 0.2217) == 0' +} +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btagDeepB, CleanJet_jetIdx) > 0.2217) >= 1' +} + +aliases['topcr'] = { + #'expr' : 'abs(mll-91)>15 && bReq && (detajj >= 3)' + 'expr' : 'abs(mll-91)>15 && bReq' +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_deepcsv_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))', + 'samples': mc +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_deepcsv_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))', + #'expr': 'TMath::Exp(Sum(TMath::Log((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Jet_btagSF_deepcsv_shape[CleanJet_jetIdx]+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))', + 'samples': mc +} + +aliases['btagSF'] = { + #'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'expr': 'bVeto*bVetoSF + topcr*bReqSF', + 'samples': mc +} + +for shift in ['jes','lf','hf','lfstats1','lfstats2','hfstats1','hfstats2','cferr1','cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_deepcsv_shape', 'btagSF_deepcsv_shape_up_%s' % shift) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_deepcsv_shape', 'btagSF_deepcsv_shape_down_%s' % shift) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + 'samples': mc + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + 'samples': mc + } + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt((0.103*TMath::Exp(-0.0118*topGenPt) - 0.000134*topGenPt + 0.973) * (0.103*TMath::Exp(-0.0118*antitopGenPt) - 0.000134*antitopGenPt + 0.973))) * (TMath::Sqrt(TMath::Exp(1.61468e-03 + 3.46659e-06*topGenPt - 8.90557e-08*topGenPt*topGenPt) * TMath::Exp(1.61468e-03 + 3.46659e-06*antitopGenPt - 8.90557e-08*antitopGenPt*antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', # Same Reweighting as other years, but with additional fix for tune CUET -> CP5 + 'samples': ['top'] +} + +""" +print('\n\n\n') +print('Configs:\n\n\n') +configurations = os.path.abspath('.') + '/' +print(configurations) +print('\n\n\n') + +aliases['nCleanGenJet'] = { + 'linesToAdd': ['.L %s/ngenjet.cc+' % configurations], + 'class': 'CountGenJet', + 'args': 'nLeptonGen, LeptonGen_isPrompt,\ + LeptonGen_pdgId, LeptonGen_pt, LeptonGen_eta, LeptonGen_phi, \ + LeptonGen_mass, nPhotonGen, PhotonGen_pt, PhotonGen_eta,PhotonGen_phi, \ + PhotonGen_mass, nGenJet, GenJet_pt, GenJet_eta, GenJet_phi', + 'samples': mc +} +""" + +aliases['SFweight'] = { + 'expr': ' * '.join(['SFweight2l','LepWPCut', 'LepSF2l__ele_' + eleWP + '__mu_' + muWP, 'btagSF', 'PrefireWeight', 'Jet_PUIDSF']), + #'expr': ' * '.join(['SFweight2l','LepWPCut', 'LepSF2l__ele_' + eleWP + '__mu_' + muWP, 'PrefireWeight', 'Jet_PUIDSF']), + 'samples': mc + } + +_PUJetsThres = 10 +aliases['hardJets'] = { + 'expr': f'Jet_genJetIdx[CleanJet_jetIdx[0]] >= 0 && Jet_genJetIdx[CleanJet_jetIdx[1]] >= 0 && GenJet_pt[Jet_genJetIdx[CleanJet_jetIdx[0]]] > {_PUJetsThres} && GenJet_pt[Jet_genJetIdx[CleanJet_jetIdx[1]]] > {_PUJetsThres}', + 'samples': ['DY'] +} + +aliases['PUJets'] = { + 'expr': f'!(Jet_genJetIdx[CleanJet_jetIdx[0]] >= 0 && Jet_genJetIdx[CleanJet_jetIdx[1]] >= 0 && GenJet_pt[Jet_genJetIdx[CleanJet_jetIdx[0]]] > {_PUJetsThres} && GenJet_pt[Jet_genJetIdx[CleanJet_jetIdx[1]]] > {_PUJetsThres})', + 'samples': ['DY'] +} + +aliases['ZeppenfeldDilepton'] = { + 'expr' : '0.5*(Alt(Lepton_eta,0,-100) + Alt(Lepton_eta, 1, -100) - (Alt(CleanJet_eta, 0, -100) + Alt(CleanJet_eta, 1, -100)))/abs(Alt(CleanJet_eta, 0, -100) -Alt(CleanJet_eta, 1, -100) )' +} +aliases['ZeppenfeldLeadingLepton'] = { + 'expr' : '(Alt(Lepton_eta,0,-100) - 0.5*(Alt(CleanJet_eta, 0, -100) + Alt(CleanJet_eta, 1, -100)))/abs(Alt(CleanJet_eta, 0, -100) -Alt(CleanJet_eta, 1, -100) )' + #'expr' : '(Lepton_eta[0] - 0.5*(CleanJet_eta[0] + CleanJet_eta[1]))/abs(CleanJet_eta[0] - CleanJet_eta[1])' +} + + +# Muon ttHMVA SF needed for tau embedded samples +aliases['Muon_ttHMVA_SF'] = { + 'expr': '( (abs(Lepton_pdgId[0]) == 13)*(Lepton_tightMuon_cut_Tight80x_tthmva_80_IdIsoSF[0]/Lepton_tightMuon_cut_Tight80x_IdIsoSF[0])+(abs(Lepton_pdgId[0]) == 11) )*( (abs(Lepton_pdgId[1]) == 13)*(Lepton_tightMuon_cut_Tight80x_tthmva_80_IdIsoSF[1]/Lepton_tightMuon_cut_Tight80x_IdIsoSF[1])+ (abs(Lepton_pdgId[1]) == 11) )', + 'samples' : ['Dyemb'] +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + 'samples': mc_emb +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + 'samples': mc_emb +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + 'samples': mc_emb +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + 'samples': mc_emb +} + +aliases['newDetajj'] = { + 'expr': 'abs(Alt(CleanJet_eta, 0, -1000) - Alt(CleanJet_eta, 1, 1000))', +} diff --git a/Hgg/configuration.py b/Hgg/configuration.py new file mode 100644 index 00000000..d9be0bc5 --- /dev/null +++ b/Hgg/configuration.py @@ -0,0 +1,100 @@ +""" +Configuration file for mkShapesRDF script. + +It's the only necessary python configuration file, all the other files are imported and defined by this one. + +""" + +#: tag used to identify the configuration folder version +tag = "new_vbf_16" + +#: file to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +#: output file name +outputFile = "mkShapes__{}.root".format(tag) + +#: path to ouput folder +outputFolder = "rootFiles" +#: path to batch folder (used for condor submission) +batchFolder = "condor" + +#: path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +#: luminosity to normalize to (in 1/fb) +lumi = 36.33 + + +#: file with dict of aliases to define +aliasesFile = "aliases.py" + +#: file with dict of variables +variablesFile = "variables.py" + +#: file with dict of cuts +cutsFile = "cuts.py" + +#: file with dict of samples +samplesFile = "samples.py" + +#: file with dict of samples +plotFile = "plot.py" + +#: file with dict of structure (used to define combine processes) +structureFile = "structure.py" + +# nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# minRatio = 0.5 +# maxRatio = 1.5 +# plotPath = "/eos/user/g/gpizzati/www/rdf/2016/" + +#: path to folder where to save plots +plotPath = "plots" + +#: this lines are executed right before the runner on the condor node +mountEOS = [ + # "export KRB5CCNAME=/home/gpizzati/krb5\n", +] + +#: list of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +#: list of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +#: list of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", + "mountEOS", +] + +#: list of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + + +varsToKeep += ['plotPath'] diff --git a/Hgg/cuts.py b/Hgg/cuts.py new file mode 100644 index 00000000..33684acf --- /dev/null +++ b/Hgg/cuts.py @@ -0,0 +1,44 @@ +cuts = {} + +preselections = ' Lepton_pt[0]>25 \ + && Lepton_pt[1]>13 \ + && Alt(Lepton_pt, 2, 0) < 10 \ + && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && ((Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11) || (Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)) \ + && Alt(CleanJet_pt, 1, 0)>30 \ + && abs(CleanJet_eta[0])<4.7 && abs(CleanJet_eta[1])<4.7 \ + && mll > 50 \ + ' + +cuts['topcr'] = { + 'expr': 'abs(mll-91)>15 && bReq', + 'categories':{ + 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', + 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', + } +} + +cuts['vvcr'] = { + 'expr': 'abs(mll-91)>15 && bVeto', + 'categories':{ + 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', + 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', + } +} + + +cuts['dycr'] = { + 'expr': 'abs(mll-91)<15 && bVeto && detajj < 3', + 'categories':{ + 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', + 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', + } +} + +cuts['sr'] = { + 'expr': 'abs(mll-91)<15 && bVeto && detajj >= 3', + 'categories':{ + 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', + 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', + } +} diff --git a/Hgg/ngenjet.cc b/Hgg/ngenjet.cc new file mode 100644 index 00000000..99893569 --- /dev/null +++ b/Hgg/ngenjet.cc @@ -0,0 +1,121 @@ + +#ifndef ngenjet +#define ngenjet + +#include + +#include "TVector2.h" +#include "Math/Vector4Dfwd.h" +#include "Math/GenVector/LorentzVector.h" +#include "Math/GenVector/PtEtaPhiM4D.h" + +#include +#include "ROOT/RVec.hxx" + +using namespace ROOT; +using namespace ROOT::VecOps; +double CountGenJet( + int nLeptonGen, + RVecB LeptonGen_isPrompt, + RVecI LeptonGen_pdgId, + RVecF LeptonGen_pt, + RVecF LeptonGen_eta, + RVecF LeptonGen_phi, + RVecF LeptonGen_mass, + int nPhotonGen, + RVecF PhotonGen_pt, + RVecF PhotonGen_eta, + RVecF PhotonGen_phi, + RVecF PhotonGen_mass, + int nGenJet, + RVecF GenJet_pt, + RVecF GenJet_eta, + RVecF GenJet_phi + ){ + unsigned nJ = nGenJet; + + unsigned nL = nLeptonGen; + + std::vector iPromptL{}; + iPromptL.reserve(nL); + + for (unsigned iL{0}; iL != nL; ++iL) { + if (!LeptonGen_isPrompt[iL]) + continue; + + unsigned absId{static_cast(std::abs(LeptonGen_pdgId[iL]))}; + if (absId != 11 && absId != 13) + continue; + + iPromptL.push_back(iL); + } + + if (iPromptL.size() == 0) { + unsigned n{0}; + for (unsigned iJ{0}; iJ != nJ; ++iJ) { + if (GenJet_pt[iJ] > 30.) + ++n; + } + return n; + } + + std::vector dressedLeptons{}; + for (unsigned iL : iPromptL) { + dressedLeptons.push_back( + ROOT::Math::PtEtaPhiMVector( + LeptonGen_pt[iL], + LeptonGen_eta[iL], + LeptonGen_phi[iL], + LeptonGen_mass[iL] + ) + ); + } + + unsigned nP = nPhotonGen; + + for (unsigned iP{0}; iP != nP; ++iP) { + double minDR2{1000.}; + int iDMin{-1}; + for (unsigned iD{0}; iD != iPromptL.size(); ++iD) { + unsigned iL{iPromptL[iD]}; + double dEta{LeptonGen_eta[iL] - PhotonGen_eta[iP]}; + double dPhi{TVector2::Phi_mpi_pi(LeptonGen_phi[iL] - PhotonGen_phi[iP])}; + double dR2{dEta * dEta + dPhi * dPhi}; + if (dR2 < minDR2) { + minDR2 = dR2; + iDMin = iD; + } + } + + if (minDR2 < 0.09) + dressedLeptons[iDMin] += ROOT::Math::PtEtaPhiMVector( + PhotonGen_pt[iP], + PhotonGen_eta[iP], + PhotonGen_phi[iP], + PhotonGen_mass[iP]); + } + + unsigned n{0}; + for (unsigned iJ{0}; iJ != nJ; ++iJ) { + if (GenJet_pt[iJ] < 30.) + continue; + + bool overlap{false}; + for (auto& p4 : dressedLeptons) { + if (p4.pt() < 10.) + continue; + + double dEta{p4.eta() - GenJet_eta[iJ]}; + double dPhi{TVector2::Phi_mpi_pi(p4.phi() - GenJet_phi[iJ])}; + if (dEta * dEta + dPhi * dPhi < 0.016) { + overlap = true; + break; + } + } + if (!overlap) + ++n; + } + return n; +} + +#endif \ No newline at end of file diff --git a/Hgg/nuisances.py b/Hgg/nuisances.py new file mode 100644 index 00000000..71edff86 --- /dev/null +++ b/Hgg/nuisances.py @@ -0,0 +1,578 @@ +# merge cuts +_mergedCuts = [] +for cut in list(cuts.keys()): + __cutExpr = "" + if type(cuts[cut]) == dict: + __cutExpr = cuts[cut]["expr"] + for cat in list(cuts[cut]["categories"].keys()): + _mergedCuts.append(cut + "_" + cat) + elif type(cuts[cut]) == str: + _mergedCuts.append(cut) + +cuts2j = _mergedCuts +cuts2j_ee = list(filter(lambda k: k.endswith("ee"), cuts2j)) +cuts2j_mm = list(filter(lambda k: k.endswith("mm"), cuts2j)) + +nuisances = {} + +nuisances["lumi_Uncorrelated"] = { + "name": "lumi_13TeV_2016", + "type": "lnN", + "samples": dict((skey, "1.01") for skey in mc if skey not in ["WW", "top", "DY"]), +} + +nuisances["lumi_correlated"] = { + "name": "lumi_13TeV_correlated", + "type": "lnN", + "samples": dict((skey, "1.006") for skey in mc if skey not in ["WW", "top", "DY"]), +} + +""" +nuisances['fake_syst_e'] = { + 'name': 'CMS_fake_syst_e', + 'type': 'lnN', + 'samples': { + 'Fake_e': '1.3' + }, +} + +nuisances['fake_syst_m'] = { + 'name': 'CMS_fake_syst_m', + 'type': 'lnN', + 'samples': { + 'Fake_m': '1.3' + }, +} + + +nuisances['fake_ele'] = { + 'name': 'CMS_fake_e_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'Fake': ['fakeWEleUp', 'fakeWEleDown'], + } +} + +nuisances['fake_ele_stat'] = { + 'name': 'CMS_fake_stat_e_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'Fake': ['fakeWStatEleUp', 'fakeWStatEleDown'] + } +} + +nuisances['fake_mu'] = { + 'name': 'CMS_fake_m_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'Fake': ['fakeWMuUp', 'fakeWMuDown'], + } +} + +nuisances['fake_mu_stat'] = { + 'name': 'CMS_fake_stat_m_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'Fake': ['fakeWStatMuUp', 'fakeWStatMuDown'], + } +} + +###### B-tagger +# +#for shift in ['jes', 'lf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: +# btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] +# +# name = 'CMS_btag_%s' % shift +# if 'stats' in shift: +# name += '_2016' +# +# nuisances['btag_shape_%s' % shift] = { +# 'name': name, +# 'kind': 'weight', +# 'type': 'shape', +# 'samples': dict((skey, btag_syst) for skey in mc), +# } + +##### Trigger Efficiency + +trig_syst = ['((TriggerEffWeight_2l_u)/(TriggerEffWeight_2l))*(TriggerEffWeight_2l>0.02) + (TriggerEffWeight_2l<=0.02)', '(TriggerEffWeight_2l_d)/(TriggerEffWeight_2l)'] + +nuisances['trigg'] = { + 'name': 'CMS_eff_hwwtrigger_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': dict((skey, trig_syst) for skey in mc_emb) +} + +prefire_syst = ['PrefireWeight_Up/PrefireWeight', 'PrefireWeight_Down/PrefireWeight'] + +nuisances['prefire'] = { + 'name': 'CMS_eff_prefiring_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': dict((skey, prefire_syst) for skey in mc) +} + +##### Electron Efficiency and energy scale + +nuisances['eff_e'] = { + 'name': 'CMS_eff_e_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc_emb) +} + +""" +nuisances["electronpt"] = { + "name": "CMS_scale_e_2016", + "kind": "suffix", + "type": "shape", + "mapUp": "ElepTup", + "mapDown": "ElepTdo", + "samples": dict((skey, ["1", "1"]) for skey in mc), + "folderUp": makeMCDirectory("ElepTup_suffix"), + "folderDown": makeMCDirectory("ElepTdo_suffix"), + "AsLnN": "1", +} + +""" +##### Muon Efficiency and energy scale + +nuisances['eff_m'] = { + 'name': 'CMS_eff_m_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc_emb), +} + +nuisances['muonpt'] = { + 'name': 'CMS_scale_m_2016', + 'kind': 'suffix', + 'type': 'shape', + 'mapUp': 'MupTup', + 'mapDown': 'MupTdo', + 'samples': dict((skey, ['1', '1']) for skey in mc), + 'folderUp': makeMCDirectory('MupTup_suffix'), + 'folderDown': makeMCDirectory('MupTdo_suffix'), + 'AsLnN': '1' +} + + +##### Jet energy scale + +jes_systs = ['JESAbsolute','JESAbsolute_2016','JESBBEC1','JESBBEC1_2016','JESEC2','JESEC2_2016','JESFlavorQCD','JESHF','JESHF_2016','JESRelativeBal','JESRelativeSample_2016'] +folderup = "" +folderdo = "" + +for js in jes_systs: + if 'Absolute' in js: + folderup = makeMCDirectory('JESAbsoluteup_suffix') + folderdo = makeMCDirectory('JESAbsolutedo_suffix') + elif 'BBEC1' in js: + folderup = makeMCDirectory('JESBBEC1up_suffix') + folderdo = makeMCDirectory('JESBBEC1do_suffix') + elif 'EC2' in js: + folderup = makeMCDirectory('JESEC2up_suffix') + folderdo = makeMCDirectory('JESEC2do_suffix') + elif 'HF' in js: + folderup = makeMCDirectory('JESHFup_suffix') + folderdo = makeMCDirectory('JESHFdo_suffix') + elif 'Relative' in js: + folderup = makeMCDirectory('JESRelativeup_suffix') + folderdo = makeMCDirectory('JESRelativedo_suffix') + elif 'FlavorQCD' in js: + folderup = makeMCDirectory('JESFlavorQCDup_suffix') + folderdo = makeMCDirectory('JESFlavorQCDdo_suffix') + + nuisances[js] = { + 'name': 'CMS_scale_'+js, + 'kind': 'suffix', + 'type': 'shape', + 'mapUp': js+'up', + 'mapDown': js+'do', + 'samples': dict((skey, ['1', '1']) for skey in mc), + 'folderUp': folderup, + 'folderDown': folderdo, + 'AsLnN': '1' + } + +##### MET energy scale + +nuisances['met'] = { + 'name': 'CMS_scale_met_2016', + 'kind': 'suffix', + 'type': 'shape', + 'mapUp': 'METup', + 'mapDown': 'METdo', + 'samples': dict((skey, ['1', '1']) for skey in mc), + 'folderUp': makeMCDirectory('METup_suffix'), + 'folderDown': makeMCDirectory('METdo_suffix'), + 'AsLnN': '1' +} + +### PU ID SF uncertainty +puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +nuisances['jetPUID'] = { + 'name': 'CMS_PUID_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': dict((skey, puid_syst) for skey in mc) +} + + +##### Pileup + +nuisances['PU'] = { + 'name': 'CMS_PU_2016', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'DY': ['0.993259983266*(puWeightUp/puWeight)', '0.997656381501*(puWeightDown/puWeight)'], + 'top': ['1.00331969187*(puWeightUp/puWeight)', '0.999199609528*(puWeightDown/puWeight)'], + 'WW': ['1.0033022059*(puWeightUp/puWeight)', '0.997085330608*(puWeightDown/puWeight)'], + 'ggH_hww': ['1.0036768006*(puWeightUp/puWeight)', '0.995996570285*(puWeightDown/puWeight)'], + 'qqH_hww': ['1.00374694528*(puWeightUp/puWeight)', '0.995878596852*(puWeightDown/puWeight)'], + }, + 'AsLnN': '1', +} + +##### PS +nuisances['PS_ISR'] = { + 'name': 'PS_ISR', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'Vg' : ['1.00227428567253*(nCleanGenJet==0) + 1.00572014989997*(nCleanGenJet==1) + 0.970824885256465*(nCleanGenJet==2) + 0.927346068071086*(nCleanGenJet>=3)', '0.996488506572636*(nCleanGenJet==0) + 0.993582795375765*(nCleanGenJet==1) + 1.03643678934568*(nCleanGenJet==2) + 1.09735277266955*(nCleanGenJet>=3)'], + 'VgS' : ['1.0000536116408023*(nCleanGenJet==0) + 1.0100100693580492*(nCleanGenJet==1) + 0.959068359375*(nCleanGenJet==2) + 0.9117049260469496*(nCleanGenJet>=3)', '0.9999367833485968*(nCleanGenJet==0) + 0.9873682892005163*(nCleanGenJet==1) + 1.0492717737268518*(nCleanGenJet==2) + 1.1176958835210322*(nCleanGenJet>=3)'], + 'ggWW' : ['1.040233912070831*(nCleanGenJet==0) + 0.9611236379290876*(nCleanGenJet==1) + 0.9014289294088699*(nCleanGenJet==2) + 0.864310738090035*(nCleanGenJet>=3)', '0.9510305474211223*(nCleanGenJet==0) + 1.0433432942960381*(nCleanGenJet==1) + 1.1271383507266095*(nCleanGenJet==2) + 1.1885756983901514*(nCleanGenJet>=3)'], + 'WW' : ['1.0005237869294796*(nCleanGenJet==0) + 1.0157425373134328*(nCleanGenJet==1) + 0.9644598124510606*(nCleanGenJet==2) + 0.9271488926223369*(nCleanGenJet>=3)', '0.9993553300024391*(nCleanGenJet==0) + 0.9806102300995024*(nCleanGenJet==1) + 1.042603303739856*(nCleanGenJet==2) + 1.0950369125887705*(nCleanGenJet>=3)'], + 'top' : ['1.0020618369910668*(nCleanGenJet==0) + 1.0063081530771556*(nCleanGenJet==1) + 1.0094298425968304*(nCleanGenJet==2) + 0.9854207999040726*(nCleanGenJet>=3)', '0.9974340279269026*(nCleanGenJet==0) + 0.9920634820709106*(nCleanGenJet==1) + 0.988226385054923*(nCleanGenJet==2) + 1.017968568319235*(nCleanGenJet>=3)'], + 'DY' : ['0.9998177685645392*(nCleanGenJet==0) + 1.0080838149428026*(nCleanGenJet==1) + 1.0057948912950987*(nCleanGenJet==2) + 0.9721358221196619*(nCleanGenJet>=3)', '1.0003244155266309*(nCleanGenJet==0) + 0.9897992135367016*(nCleanGenJet==1) + 0.9928782069009531*(nCleanGenJet==2) + 1.0348902921423981*(nCleanGenJet>=3)'], + 'VVV' : ['1.0270826786253018*(nCleanGenJet==0) + 1.0198703447307862*(nCleanGenJet==1) + 1.0109191915514344*(nCleanGenJet==2) + 0.9838184220287978*(nCleanGenJet>=3)', '0.9661665482954546*(nCleanGenJet==0) + 0.9751744967838527*(nCleanGenJet==1) + 0.9859624782745712*(nCleanGenJet==2) + 1.0202995039288625*(nCleanGenJet>=3)'], + 'ggH_hww': ['1.0007510488273352*(nCleanGenJet==0) + 1.0152476349471342*(nCleanGenJet==1) + 0.9645590929269297*(nCleanGenJet==2) + 0.9189171704206691*(nCleanGenJet>=3)', '0.9989909143752528*(nCleanGenJet==0) + 0.9814978813068076*(nCleanGenJet==1) + 1.0416554335980368*(nCleanGenJet==2) + 1.1060543963750413*(nCleanGenJet>=3)'], + 'qqH_hww': ['1.0008858084852863*(nCleanGenJet==0) + 1.001293920824975*(nCleanGenJet==1) + 1.0013304143711548*(nCleanGenJet==2) + 0.9875473532521144*(nCleanGenJet>=3)', '0.9987483211480337*(nCleanGenJet==0) + 0.9982952329209852*(nCleanGenJet==1) + 0.9983076740658964*(nCleanGenJet==2) + 1.016023412328836*(nCleanGenJet>=3)'], + 'WH_hww' : ['1.0006979353025824*(nCleanGenJet==0) + 1.0014529360558138*(nCleanGenJet==1) + 1.0007920644457673*(nCleanGenJet==2) + 0.996814275350521*(nCleanGenJet>=3)', '0.9990367459746422*(nCleanGenJet==0) + 0.9980712824836634*(nCleanGenJet==1) + 0.9989875513096169*(nCleanGenJet==2) + 1.0039628146069568*(nCleanGenJet>=3)'], + 'ZH_hww' : ['1.0008198940532742*(nCleanGenJet==0) + 1.001574300159756*(nCleanGenJet==1) + 1.0014892423703352*(nCleanGenJet==2) + 0.9982835923429388*(nCleanGenJet>=3)', '0.9991322211949244*(nCleanGenJet==0) + 0.9979828392772856*(nCleanGenJet==1) + 0.9980190791034156*(nCleanGenJet==2) + 1.0021025907582017*(nCleanGenJet>=3)'], + 'WWewk' : ['1./1.00259*(nCleanGenJet==0) + 1./1.0179*(nCleanGenJet==1) + 1./1.01821*(nCleanGenJet==2) + 1./0.965982*(nCleanGenJet>=3)', '1./0.998322*(nCleanGenJet==0) + 1./0.979654*(nCleanGenJet==1) + 1./0.978425*(nCleanGenJet==2) + 1./1.04488*(nCleanGenJet>=3)'], + }, +} + +nuisances['PS_FSR'] = { + 'name': 'PS_FSR', + 'kind': 'weight', + 'type': 'shape', + 'samples': { + 'Vg' : ['0.999935529935028*(nCleanGenJet==0) + 0.997948255568351*(nCleanGenJet==1) + 1.00561645493085*(nCleanGenJet==2) + 1.0212896960035*(nCleanGenJet>=3)', '1.00757702771109*(nCleanGenJet==0) + 1.00256681166083*(nCleanGenJet==1) + 0.93676371569867*(nCleanGenJet==2) + 0.956448336052435*(nCleanGenJet>=3)'], + 'VgS' : ['0.9976593177227735*(nCleanGenJet==0) + 1.0016125187585532*(nCleanGenJet==1) + 1.0049344618055556*(nCleanGenJet==2) + 1.0195631514301164*(nCleanGenJet>=3)', '1.0026951855766457*(nCleanGenJet==0) + 1.0008132148661049*(nCleanGenJet==1) + 1.003949291087963*(nCleanGenJet==2) + 0.9708160910230832*(nCleanGenJet>=3)'], + 'ggWW' : ['0.9910563426395067*(nCleanGenJet==0) + 1.0069894351287263*(nCleanGenJet==1) + 1.016616376034912*(nCleanGenJet==2) + 1.015902717074592*(nCleanGenJet>=3)', '1.0147395976461193*(nCleanGenJet==0) + 0.9860219489006646*(nCleanGenJet==1) + 0.9694680606617647*(nCleanGenJet==2) + 0.9489845115821678*(nCleanGenJet>=3)'], + 'WW' : ['0.995462478372054*(nCleanGenJet==0) + 1.0052129975124378*(nCleanGenJet==1) + 1.008836750560578*(nCleanGenJet==2) + 0.9984120564941189*(nCleanGenJet>=3)', '1.008927720738437*(nCleanGenJet==0) + 0.995163868159204*(nCleanGenJet==1) + 0.9911024228315418*(nCleanGenJet==2) + 0.9763787172658678*(nCleanGenJet>=3)'], + 'top' : ['0.9910899786333963*(nCleanGenJet==0) + 0.9990635702054794*(nCleanGenJet==1) + 1.002141744200183*(nCleanGenJet==2) + 1.0129742776372779*(nCleanGenJet>=3)', '1.0068843378231833*(nCleanGenJet==0) + 0.998988498438759*(nCleanGenJet==1) + 0.9952696584115224*(nCleanGenJet==2) + 0.9790955840673237*(nCleanGenJet>=3)'], + 'DY' : ['0.9958763409773141*(nCleanGenJet==0) + 1.0041335498093422*(nCleanGenJet==1) + 1.0163363150953029*(nCleanGenJet==2) + 1.0296733670670226*(nCleanGenJet>=3)', '1.0066775262249232*(nCleanGenJet==0) + 0.9945601465681602*(nCleanGenJet==1) + 0.9662459619335311*(nCleanGenJet==2) + 0.9479423453563661*(nCleanGenJet>=3)'], + 'VVV' : ['0.9809047855490748*(nCleanGenJet==0) + 0.9823641498350338*(nCleanGenJet==1) + 0.9976414629808243*(nCleanGenJet==2) + 1.0077953569413387*(nCleanGenJet>=3)', '1.035388723727876*(nCleanGenJet==0) + 1.0347339790465233*(nCleanGenJet==1) + 1.0017058788771533*(nCleanGenJet==2) + 0.9829344116371653*(nCleanGenJet>=3)'], + 'ggH_hww': ['0.9936588910230489*(nCleanGenJet==0) + 1.0087564198432573*(nCleanGenJet==1) + 1.014636529653396*(nCleanGenJet==2) + 1.00399261707105*(nCleanGenJet>=3)','1.0125063182369591*(nCleanGenJet==0) + 0.9846168672324244*(nCleanGenJet==1) + 0.9778204449152542*(nCleanGenJet==2) + 1.0014057292097962*(nCleanGenJet>=3)'], + 'qqH_hww': ['0.9902864012471768*(nCleanGenJet==0) + 0.9950165165635796*(nCleanGenJet==1) + 1.0024778632714528*(nCleanGenJet==2) + 1.0132965690130387*(nCleanGenJet>=3)', '1.0171041801597582*(nCleanGenJet==0) + 1.0088822239287307*(nCleanGenJet==1) + 0.9946938338710369*(nCleanGenJet==2) + 0.9782409053438381*(nCleanGenJet>=3)'], + 'WH_hww' : ['0.9864466858859676*(nCleanGenJet==0) + 0.9911412676207558*(nCleanGenJet==1) + 1.0047988929561447*(nCleanGenJet==2) + 1.0135375714689319*(nCleanGenJet>=3)', '1.022768308571873*(nCleanGenJet==0) + 1.0147067259919833*(nCleanGenJet==1) + 0.9932121652658327*(nCleanGenJet==2) + 0.9807301742549035*(nCleanGenJet>=3)'], + 'ZH_hww' : ['0.98702584755388*(nCleanGenJet==0) + 0.9881328970299905*(nCleanGenJet==1) + 1.0046199525397077*(nCleanGenJet==2) + 1.0091561054313662*(nCleanGenJet>=3)', '1.0236225630459734*(nCleanGenJet==0) + 1.0213677207764504*(nCleanGenJet==1) + 0.9933149152918336*(nCleanGenJet==2) + 0.978832627595614*(nCleanGenJet>=3)'], + 'WWewk' : ['1./0.991982*(nCleanGenJet==0) + 1./0.995154*(nCleanGenJet==1) + 1./1.00456*(nCleanGenJet==2) + 1./1.00597*(nCleanGenJet>=3)', '1./1.01669*(nCleanGenJet==0) + 1./1.01253*(nCleanGenJet==1) + 1./0.997909*(nCleanGenJet==2) + 1./0.991305*(nCleanGenJet>=3)'], + }, +} + + +## An overall 1.5% UE uncertainty will cover all the UEup/UEdo variations +## And we don't observe any dependency of UE variations on njet +#nuisances['UE'] = { +# 'name' : 'UE_CUET', +# 'skipCMS' : 1, +# 'type': 'lnN', +# 'samples': dict((skey, '1.015') for skey in mc if not skey in ['WW','top']), +#} + +###### Generic "cross section uncertainties" + +apply_on = { + 'top': [ + '(topGenPt * antitopGenPt <= 0.) * 1.0816 + (topGenPt * antitopGenPt > 0.)', + '(topGenPt * antitopGenPt <= 0.) * 0.9184 + (topGenPt * antitopGenPt > 0.)' + ] +} + +nuisances['singleTopToTTbar'] = { + 'name': 'singleTopToTTbar', + 'skipCMS': 1, + 'kind': 'weight', + 'type': 'shape', + 'samples': apply_on +} + +## Top pT reweighting uncertainty + +nuisances['TopPtRew'] = { + 'name': 'CMS_topPtRew', # Theory uncertainty + 'kind': 'weight', + 'type': 'shape', + 'samples': {'top': ["Top_pTrw*Top_pTrw", "1."]}, + 'symmetrize': True +} + +nuisances['VgStar'] = { + 'name': 'CMS_hww_VgStarScale', + 'type': 'lnN', + 'samples': { + 'VgS_L': '1.25' + } +} + +nuisances['VZ'] = { + 'name': 'CMS_hww_VZScale', + 'type': 'lnN', + 'samples': { + 'VgS_H': '1.16' + } +} + +###### pdf uncertainties + +nuisances['pdf_qqbar'] = { + 'name': 'pdf_qqbar', + 'type': 'lnN', + 'samples': { + 'Vg': '1.04', + 'VZ': '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 + 'VgS': '1.04', # PDF: 0.0064 / 0.1427 = 0.0448493 + }, +} + +nuisances['pdf_gg_ACCEPT'] = { + 'name': 'pdf_gg_ACCEPT', + 'samples': { + 'ggWW': '1.006', + }, + 'type': 'lnN', +} + +nuisances['pdf_qqbar_ACCEPT'] = { + 'name': 'pdf_qqbar_ACCEPT', + 'type': 'lnN', + 'samples': { + 'VZ': '1.001', + }, +} + +##### Renormalization & factorization scales + +## Shape nuisance due to QCD scale variations for top +## LHE scale variation weights (w_var / w_nominal) +## Different approach in this case because LHEScaleWeight is missing in single top samples +topvariations = ['Alt$(LHEScaleWeight[0],1)', 'Alt$(LHEScaleWeight[1],1)', 'Alt$(LHEScaleWeight[3],1)', 'Alt$(LHEScaleWeight[5],1)','Alt$(LHEScaleWeight[7],1)','Alt$(LHEScaleWeight[8],1)'] +## top variation with no envelope applied: [0] and [8] element are considered the Up and Down variation respectively +#topvariations = ['Alt$(LHEScaleWeight[0],1)', 'Alt$(LHEScaleWeight[8],1)'] + +topvars2j = [] +WWvars2j = [] + +## Factors computed to renormalize the top scale variations such that the integral is not changed in each RECO jet bin (we have rateParams for that) +topScaleNormFactors0j = {'Alt$(LHEScaleWeight[3],1)': 1.0127481603212656, 'Alt$(LHEScaleWeight[0],1)': 1.0781331279433415, 'Alt$(LHEScaleWeight[1],1)': 1.0690928216708382, 'Alt$(LHEScaleWeight[7],1)': 0.9345571161077737, 'Alt$(LHEScaleWeight[8],1)': 0.9227838225449528, 'Alt$(LHEScaleWeight[5],1)': 0.9907270914731349} +topScaleNormFactors1j = {'Alt$(LHEScaleWeight[3],1)': 1.0153655578503986, 'Alt$(LHEScaleWeight[0],1)': 1.0907798004584341, 'Alt$(LHEScaleWeight[1],1)': 1.0798026063785011, 'Alt$(LHEScaleWeight[7],1)': 0.92428116499208, 'Alt$(LHEScaleWeight[8],1)': 0.9101690580310614, 'Alt$(LHEScaleWeight[5],1)': 0.9888177133975222} +topScaleNormFactors2j = {'Alt$(LHEScaleWeight[3],1)': 1.0239541358390016, 'Alt$(LHEScaleWeight[0],1)': 1.125869020564376, 'Alt$(LHEScaleWeight[1],1)': 1.105896547188302, 'Alt$(LHEScaleWeight[7],1)': 0.9037581174447249, 'Alt$(LHEScaleWeight[8],1)': 0.8828417179568193, 'Alt$(LHEScaleWeight[5],1)': 0.981806136304384} + +### WWJ Powheg ### +WWScaleNormFactors2j = { + 'Alt$(LHEScaleWeight[0],1)': 1.04499, + 'Alt$(LHEScaleWeight[1],1)': 1.06296, + 'Alt$(LHEScaleWeight[3],1)': 0.943058, + 'Alt$(LHEScaleWeight[5],1)': 1.01909, + 'Alt$(LHEScaleWeight[7],1)': 0.94859, + 'Alt$(LHEScaleWeight[8],1)': 0.98728 +} + +for var in topvariations: + topvars2j.append(var+'/'+str(topScaleNormFactors2j[var])) + WWvars2j.append(var+'/'+str(WWScaleNormFactors2j[var])) + +## envelope uncertainty + +nuisances['QCDscale_top_2j'] = { + 'name' : 'QCDscale_top_2j', + 'skipCMS' : 1, + 'kind' : 'weight_envelope', + 'type' : 'shape', + #cutspost' : lambda self, cuts: [cut for cut in cuts if '2j' in cut], + 'samples' : { + 'top' : topvars2j, + } +} + +nuisances['QCDscale_WW_2j'] = { + 'name' : 'QCDscale_WW_2j', + 'skipCMS' : 1, + 'kind' : 'weight_envelope', + 'type' : 'shape', + #'cutspost' : lambda self, cuts: [cut for cut in cuts if '2j' in cut], + 'samples' : { + 'WW' : WWvars2j, + } +} + +## Shape nuisance due to QCD scale variations for DY +## LHE scale variation weights (w_var / w_nominal) + +## This should work for samples with either 8 or 9 LHE scale weights (Length$(LHEScaleWeight) == 8 or 9) +variations = ['LHEScaleWeight[0]', 'LHEScaleWeight[1]', 'LHEScaleWeight[3]', 'LHEScaleWeight[Length$(LHEScaleWeight)-4]', 'LHEScaleWeight[Length$(LHEScaleWeight)-2]', 'LHEScaleWeight[Length$(LHEScaleWeight)-1]'] +VBSvariations = ['LHEScaleWeight[0]/LHEScaleWeight[1]/1.0597', 'LHEScaleWeight[2]/LHEScaleWeight[1]/0.9946'] + +nuisances['QCDscale_WWewk'] = { + 'name': 'QCDscale_WWewk', + 'kind': 'weight_envelope', + 'type': 'shape', + 'samples': { + 'WWewk': VBSvariations + }, + 'AsLnN': '1' # FIXME +} + +nuisances['QCDscale_V'] = { + 'name': 'QCDscale_V', + 'skipCMS': 1, + 'kind': 'weight_envelope', + 'type': 'shape', + 'samples': {'DY': variations}, + 'AsLnN': '1' +} + + +nuisances['QCDscale_VV'] = { + 'name': 'QCDscale_VV', + 'kind': 'weight_envelope', + 'type': 'shape', + 'samples': { + 'Vg': variations, + 'VZ': variations, + 'VgS': variations + } +} + +# ggww and interference +nuisances['QCDscale_ggVV'] = { + 'name': 'QCDscale_ggVV', + 'type': 'lnN', + 'samples': { + 'ggWW': '1.15', + }, +} + +# Uncertainty on SR/CR ratio +nuisances['CRSR_accept_DY'] = { + 'name': 'CMS_hww_CRSR_accept_DY', + 'type': 'lnN', + 'samples': {'DY': '1.02'}, + 'cuts': [cut for cut in cuts if 'DY' in cut], + 'cutspost': (lambda self, cuts: [cut for cut in cuts if 'DY' in cut]), +} + +# Uncertainty on SR/CR ratio +nuisances['CRSR_accept_top'] = { + 'name': 'CMS_hww_CRSR_accept_top', + 'type': 'lnN', + 'samples': {'top': '1.01'}, + 'cuts': [cut for cut in cuts if 'top' in cut], + 'cutspost': (lambda self, cuts: [cut for cut in cuts if 'top' in cut]), +} + +nuisances['QCDscale_qqbar_ACCEPT'] = { + 'name': 'QCDscale_qqbar_ACCEPT', + 'type': 'lnN', + 'samples': { + 'qqH_hww': '1.003', + 'qqH_htt': '1.003', + 'WH_hww': '1.010', + 'WH_htt': '1.010', + 'ZH_hww': '1.015', + 'ZH_htt': '1.015', + #'VZ': '1.004', # this shouldn't be here because we have full shape-based uncertainty for VZ + } +} + +nuisances['QCDscale_gg_ACCEPT'] = { + 'name': 'QCDscale_gg_ACCEPT', + 'samples': { + #'ggH_hww': '1.012', # shouldn't be here + 'ggH_htt': '1.012', + 'ggZH_hww': '1.012', + 'ggWW': '1.012', + }, + 'type': 'lnN', +} + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type': 'auto', + 'maxPoiss': '10', + 'includeSignal': '0', + # nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling + # nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + 'samples': {} +} + +""" + +autoStats = False +if autoStats: + # Use the following if you want to apply the automatic combine MC stat nuisances. + nuisances["stat"] = { + "type": "auto", + "maxPoiss": "10", + "includeSignal": "0", + # nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling + # nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + "samples": {}, + } + +for dy in dys.keys(): + nuisances[f"DYnorm2j_ee_{dy}"] = { + "name": f"CMS_hww_DYnorm2j_ee_{dy}", + "samples": { + f"DY_{dy}": "1.00", + }, + "type": "rateParam", + "cuts": cuts2j_ee, + } + nuisances[f"DYnorm2j_mm_{dy}"] = { + "name": f"CMS_hww_DYnorm2j_mm_{dy}", + "samples": { + f"DY_{dy}": "1.00", + }, + "type": "rateParam", + "cuts": cuts2j_mm, + } + + +nuisances["VVnorm2j"] = { + "name": "CMS_hww_VVnorm2j", + "samples": { + "WW": "1.00", + "ggWW": "1.00", + "Vg": "1.00", + "VgS_L": "1.00", + "VgS_H": "1.00", + "VZ": "1.00", + "VVV": "1.00", + "WWewk": "1.00", + }, + "type": "rateParam", + "cuts": cuts2j, +} + + +nuisances["Topnorm2j"] = { + "name": "CMS_hww_Topnorm2j", + "samples": { + "top": "1.00", + }, + "type": "rateParam", + "cuts": cuts2j, +} diff --git a/Hgg/plot.py b/Hgg/plot.py new file mode 100644 index 00000000..4cd15aff --- /dev/null +++ b/Hgg/plot.py @@ -0,0 +1,224 @@ +groupPlot = {} + +groupPlot['Fake'] = { + 'nameHR' : 'nonprompt', + 'isSignal' : 0, + 'color': 921, # kGray + 1 + 'samples' : ['Fake_m', 'Fake_e'] +} + +groupPlot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'isSignal' : 0, + #'color': 400, # kYellow + 'color': ROOT.kYellow, # kYellow + 'samples' : ['top'] +} + + +# # _i = 0 +# # for dy in dys.keys(): +# # groupPlot[dy] = { +# # 'nameHR': dy, +# # 'isSignal': 0, +# # 'color': ROOT.kGreen - 7 + _i, +# # 'samples': ['DY_' + dy] +# # } +# # _i +=1 + +# groupPlot['DY_hardJets'] = { +# 'nameHR' : 'DY_hardJets', +# 'isSignal' : 0, +# 'color' : ROOT.kGreen-7, +# 'samples' : ['DY_hardJets'] +# } + +# groupPlot['DY_PUJets'] = { +# 'nameHR' : 'DY_PUJets', +# 'isSignal' : 0, +# 'color' : ROOT.kGreen-6, +# 'samples' : ['DY_PUJets'] +# } + +groupPlot['DY'] = { + 'nameHR' : 'DY', + 'isSignal' : 0, + 'color' : ROOT.kGreen-7, + 'samples' : ['DY'] +} + + + +groupPlot['Multiboson'] = { + 'nameHR' : 'Multiboson', + 'isSignal' : 0, + 'color': 617, # kViolet + 1 + #'samples' : ['WWewk','WW', 'ggWW', 'VVV', 'VZ', 'WZ', 'ZZ', 'Vg', 'Wg', 'VgS_H', 'VgS_L'] + 'samples' : ['WWewk','WW', 'ggWW', 'Vg', 'VgS_H', 'VgS_L', 'VZ', 'VVV'] + #'VVV', 'VZ', 'WZ', 'ZZ', 'Vg', 'Wg', 'VgS_H', 'VgS_L'] +} + +groupPlot['Zjj'] = { + 'nameHR': 'Zjj', + 'isSignal' : 1, + 'color': 600, # kBlue + 'samples' : ['Zjj'] +} + +# groupPlot['DATA'] = { +# 'nameHR' : 'Data', +# 'color' : 1 , +# 'isSignal' : 0, +# 'isData' : 1 , +# 'isBlind' : { +# 'sr_ee': 'full', +# 'sr_mm': 'full', +# }, +# 'samples' : ['DATA'] +# } + +plot = {} + +plot['Zjj'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['top'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +# plot['DY_hardJets'] = { +# 'color': 400, # kYellow +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0, +# } + +# plot['DY_PUJets'] = { +# 'color': 400, # kYellow +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0, +# } + +plot['DY'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WW'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['ggWW'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['Vg'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['VgS_H'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['VgS_L'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['VZ'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['VVV'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['WWewk'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['Fake_e'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['Fake_m'] = { + 'color': 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +# plot['DATA'] = { +# 'color': 400, # kYellow +# 'isSignal' : 0, +# 'isData' : 0, +# 'scale' : 1.0, +# } + + +# merge cuts +_mergedCuts = [] +for cut in list(cuts.keys()): + __cutExpr = '' + if type(cuts[cut]) == dict: + __cutExpr = cuts[cut]['expr'] + for cat in list(cuts[cut]['categories'].keys()): + _mergedCuts.append(cut + '_' + cat) + elif type(cuts[cut]) == str: + _mergedCuts.append(cut) + +cuts2j = _mergedCuts +cuts2j_ee = list(filter(lambda k: k.endswith('ee'), cuts2j)) +cuts2j_mm = list(filter(lambda k: k.endswith('mm'), cuts2j)) +cuts2j_sr = list(filter(lambda k: k.startswith('sr'), cuts2j)) +cuts2j_cr = list(set(cuts2j).difference(set(cuts2j_sr))) +# +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1 , + 'isBlind' : 0, + 'blind' : dict([(cut, 'full') for cut in cuts2j_sr]) +} + +legend = {} +legend['lumi'] = 'L = 59.83 fb^{-1}' + +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/Hgg/samples.py b/Hgg/samples.py new file mode 100644 index 00000000..bba0aa46 --- /dev/null +++ b/Hgg/samples.py @@ -0,0 +1,278 @@ +from mkShapesRDF.lib.search_files import SearchFiles + +searchFiles = SearchFiles() +# redirector = "root://eoscms.cern.ch/" +redirector = "" + + +mcProduction = "Summer16_102X_nAODv7_Full2016v7" +dataReco = "Run2016_102X_nAODv7_Full2016v7" +mcSteps = "MCl1loose2016v7__MCCorr2016v7__l2loose__l2tightOR2016v7" +fakeSteps = "DATAl1loose2016v7__l2loose__fakeW" +dataSteps = "DATAl1loose2016v7__l2loose__l2tightOR2016v7" + +############################################## +###### Tree base directory for the site ###### +############################################## +treeBaseDir = "/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano" +limitFiles = -1 + + +def makeMCDirectory(var=""): + _treeBaseDir = treeBaseDir + "" + if redirector != "": + _treeBaseDir = redirector + treeBaseDir + if var == "": + return "/".join([_treeBaseDir, mcProduction, mcSteps]) + else: + return "/".join([_treeBaseDir, mcProduction, mcSteps + "__" + var]) + + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +samples = {} + + +def nanoGetSampleFiles(path, name): + _files = searchFiles.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]["name"])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame("Runs", leastFiles) + s = dfSmall.Sum("genEventSumw").GetValue() + f = ROOT.TFile(leastFiles[0]) + t = f.Get("Events") + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame("Runs", __files) + s = df.Sum("genEventSumw").GetValue() + newbaseW = str(xs / s) + weight = newbaseW + "/baseW" + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]["name"]))[0] + samples[sampleName]["name"] = list( + filter(lambda k: k[0] != sampleNameType, samples[sampleName]["name"]) + ) + if len(obj) > 2: + samples[sampleName]["name"].append( + (obj[0], obj[1], obj[2] + "*(" + weight + ")") + ) + else: + samples[sampleName]["name"].append((obj[0], obj[1], "(" + weight + ")")) + + +DataRun = [ + ["B", "Run2016B-02Apr2020_ver2-v1"], + ["C", "Run2016C-02Apr2020-v1"], + ["D", "Run2016D-02Apr2020-v1"], + ["E", "Run2016E-02Apr2020-v1"], + ["F", "Run2016F-02Apr2020-v1"], + ["G", "Run2016G-02Apr2020-v1"], + ["H", "Run2016H-02Apr2020-v1"], +] + +DataSets = ["MuonEG", "SingleMuon", "SingleElectron", "DoubleMuon", "DoubleEG"] + +DataTrig = { + "MuonEG": " Trigger_ElMu", + "SingleMuon": "!Trigger_ElMu && Trigger_sngMu", + "SingleElectron": "!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl", + "DoubleMuon": "!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu", + "DoubleEG": "!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl", +} + + +mcCommonWeightNoMatch = "XSWeight*SFweight*METFilter_MC" +mcCommonWeight = "XSWeight*SFweight*PromptGenLepMatch2l*METFilter_MC" + + +###### Zjj EWK ####### + +files = nanoGetSampleFiles(mcDirectory, "EWK_LLJJ_MLL-50_MJJ-120") + +samples["Zjj"] = { + "name": files, + "weight": mcCommonWeight, + "FilesPerJob": 1, +} + + +###### DY MC ###### +dys = { + "DY_hardJets": "hardJets", + "DY_PUJets" : "PUJets", +} + + +files = nanoGetSampleFiles(mcDirectory, "DYJetsToLL_M-50_ext2") + +samples["DY"] = { + "name": files, + "weight": mcCommonWeight + + "*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0)) * ewknloW", + "FilesPerJob": 5, + # "subsamples": dys, +} + +###### Top MC ###### + +files = ( + nanoGetSampleFiles(mcDirectory, "TTTo2L2Nu") + + nanoGetSampleFiles(mcDirectory, "ST_s-channel") + + nanoGetSampleFiles(mcDirectory, "ST_t-channel_antitop") + + nanoGetSampleFiles(mcDirectory, "ST_t-channel_top") + + nanoGetSampleFiles(mcDirectory, "ST_tW_antitop") + + nanoGetSampleFiles(mcDirectory, "ST_tW_top") +) + +samples["top"] = { + "name": files, + "weight": mcCommonWeight, + "FilesPerJob": 15, +} + +addSampleWeight(samples, "top", "TTTo2L2Nu", "Top_pTrw") + +###### WW ######## + +samples["WW"] = { + "name": nanoGetSampleFiles(mcDirectory, "WWJTo2L2Nu_NNLOPS"), + "weight": mcCommonWeight + "*9", + "FilesPerJob": 10, +} + +samples["ggWW"] = { + "name": nanoGetSampleFiles(mcDirectory, "GluGluWWTo2L2Nu_MCFM"), + "weight": mcCommonWeight + "*1.53/1.4", # updating k-factor + "FilesPerJob": 10, +} + +######## Vg ######## + +files = nanoGetSampleFiles(mcDirectory, "Wg_MADGRAPHMLM") + nanoGetSampleFiles( + mcDirectory, "Zg" +) + +samples["Vg"] = { + "name": files, + "weight": mcCommonWeightNoMatch + "*(!(Gen_ZGstar_mass > 0))", + "FilesPerJob": 30, +} + +######## VgS ######## + +files = ( + nanoGetSampleFiles(mcDirectory, "Wg_MADGRAPHMLM") + + nanoGetSampleFiles(mcDirectory, "Zg") + + nanoGetSampleFiles(mcDirectory, "WZTo3LNu_mllmin01") +) + +samples["VgS"] = { + "name": files, + "weight": mcCommonWeight + " * (gstarLow * 0.94 + gstarHigh * 1.14)", + "FilesPerJob": 40, + "subsamples": {"L": "gstarLow", "H": "gstarHigh"}, +} +addSampleWeight( + samples, "VgS", "Wg_MADGRAPHMLM", "(Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 0.1)" +) +addSampleWeight(samples, "VgS", "Zg", "(Gen_ZGstar_mass > 0)") +addSampleWeight(samples, "VgS", "WZTo3LNu_mllmin01", "(Gen_ZGstar_mass > 0.1)") + +############ VZ ############ + +files = ( + nanoGetSampleFiles(mcDirectory, "ZZTo2L2Nu") + + nanoGetSampleFiles(mcDirectory, "ZZTo2L2Q") + + nanoGetSampleFiles(mcDirectory, "ZZTo4L") + + nanoGetSampleFiles(mcDirectory, "WZTo2L2Q") +) + +samples["VZ"] = {"name": files, "weight": mcCommonWeight + "*1.11", "FilesPerJob": 8} + +########## VVV ######### + +files = ( + nanoGetSampleFiles(mcDirectory, "ZZZ") + + nanoGetSampleFiles(mcDirectory, "WZZ") + + nanoGetSampleFiles(mcDirectory, "WWZ") + + nanoGetSampleFiles(mcDirectory, "WWW") +) + +samples["VVV"] = {"name": files, "weight": mcCommonWeight, "FilesPerJob": 40} + +########## VBS ewk ######### + +samples["WWewk"] = { + "name": nanoGetSampleFiles(mcDirectory, "WpWmJJ_EWK_noTop_dipoleRecoil_private"), + "weight": mcCommonWeight + + "*(Sum(abs(GenPart_pdgId)==6 || GenPart_pdgId==25)==0)", # filter tops and Higgs, limit w mass + "FilesPerJob": 40, +} + +########################################### +################## FAKE ################### +########################################### + +samples["Fake"] = { + "name": [], + "weight": "METFilter_DATA*fakeW", + "weights": [], + "isData": ["all"], + "FilesPerJob": 50, +} + +for _, sd in DataRun: + for pd in DataSets: + files = nanoGetSampleFiles(fakeDirectory, pd + "_" + sd) + + samples["Fake"]["name"].extend(files) + addSampleWeight(samples, "Fake", pd + "_" + sd, DataTrig[pd]) + # samples['Fake']['weights'].extend([DataTrig[pd]] * len(files)) + +samples["Fake"]["subsamples"] = { + "e": "abs(Lepton_pdgId[1]) == 11", + "m": "abs(Lepton_pdgId[1]) == 13", +} + + +########################################### +################## DATA ################### +########################################### + +samples["DATA"] = { + "name": [], + "weight": "METFilter_DATA*LepWPCut", + "weights": [], + "isData": ["all"], + "FilesPerJob": 50, +} + +for _, sd in DataRun: + for pd in DataSets: + files = nanoGetSampleFiles(dataDirectory, pd + "_" + sd) + + samples["DATA"]["name"].extend(files) + addSampleWeight(samples, "DATA", pd + "_" + sd, DataTrig[pd]) + # samples['DATA']['weights'].extend([DataTrig[pd]] * len(files)) +# print(samples['DATA']['name']) +# diff --git a/Hgg/structure.py b/Hgg/structure.py new file mode 100644 index 00000000..2782d1b8 --- /dev/null +++ b/Hgg/structure.py @@ -0,0 +1,126 @@ +# structure configuration for datacard + +structure = {} + +# keys here must match keys in samples.py +# + +structure['Zjj'] = { + 'isSignal' : 1, + 'isData' : 0 + } + + + +for dy in dys.keys(): + structure[f'DY_{dy}'] = { + 'isSignal' : 0, + 'isData' : 0 + } + + + +structure['Fake_e'] = { + 'isSignal' : 0, + 'isData' : 0, +# 'removeFromCuts' : [ k for k in cuts if 'me' in k], + } + +structure['Fake_m'] = { + 'isSignal' : 0, + 'isData' : 0, +# 'removeFromCuts' : [ k for k in cuts if 'em' in k], + } + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0 + } + + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, + } + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['Wg'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['VgS_L'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['VgS_H'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['Zg'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['VZ'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0 + } + + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0 + } + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0 + } + + +# data + + +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 + } + + +''' +print "INSTRUCTURE" +print cuts +#print nuisances['WWresum0j'] +print "OK" +for nuis in nuisances.itervalues(): + if 'cutspost' in nuis: + nuis['cuts'] = nuis['cutspost'](nuis, cuts) + print nuis +''' diff --git a/Hgg/variables.py b/Hgg/variables.py new file mode 100644 index 00000000..1de7a23a --- /dev/null +++ b/Hgg/variables.py @@ -0,0 +1,125 @@ +variables = {} + +# variables['ttree_variable'] = { +# 'tree': {'LeptonPt1': 'Lepton_pt[0]'}, +# 'cuts': ['sr'] +# } + +variables['ptj1'] = { + 'name': 'CleanJet_pt[0]', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 1st jet', + 'fold' :3 +} + +variables['ptj2'] = { + 'name': 'CleanJet_pt[1]', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 2nd jet', + 'fold' :3 +} + +variables['mjj'] = { 'name': 'mjj', # variable name + 'range' : (20, 200, 3000), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['mjjbins'] = { 'name': 'mjj', # variable name + 'range' : (5, 500, 4000), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['ptll'] = { 'name': 'ptll', + 'range' : (70, 30, 600), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 3 + } + + +variables['ptll_few'] = { 'name': 'ptll', + #'range': ([ 30., 63, 134, 284, 450, 600. ],), + #'range': ([ 30., 63, 134, 284, 600. ],), + 'range': ([ 30., 63, 134, 600. ],), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 3, + #'setLogx': 1 + } + +variables['ptll_few_l'] = { 'name': 'ptll', + #'range': ([ 30., 63, 134, 284, 450, 600. ],), + #'range': ([ 30., 63, 134, 284, 600. ],), + 'range': ([ 30., 40, 63, 98, 134, 367, 600. ],), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 3, + #'setLogx': 1 + } + +variables['ptll_few_c'] = { 'name': 'ptll', + #'range': ([ 30., 63, 134, 284, 450, 600. ],), + #'range': ([ 30., 63, 134, 284, 600. ],), + 'range': ([ 63, 134, 600. ],), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 3, + #'setLogx': 1 + } + + + + + + +variables['mll'] = { 'name': 'mll', + 'range' : (100, 66,107), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 3 + } + + + + +variables['ptl1'] = { 'name': 'Lepton_pt[0]', + 'range' : (60,30,300), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 3 + } + +variables['ptl2'] = { 'name': 'Lepton_pt[1]', + 'range' : (60,20,300), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 + } + + +variables['puppimet'] = { + 'name': 'PuppiMET_pt', + 'range' : (20,0,200), + 'xaxis' : 'puppimet [GeV]', + 'fold' : 3 + } + +variables['detajj'] = { 'name': 'newDetajj', + 'range' : (50, 0.0, 9.0), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 + } + +variables['detajj_low'] = { 'name': 'newDetajj', + 'range' : (20, 0.0, 3.0), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 + } + +variables['detajj_high'] = { 'name': 'newDetajj', + 'range' : (15, 3.0, 9.0), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 + } + +variables['dphijj'] = { 'name': 'dphijj', + 'range' : (20, 0, 3.15), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 + } + From 1e5df34788ae492b91eb5a40b3e27a5619477766 Mon Sep 17 00:00:00 2001 From: amassiro Date: Thu, 16 Oct 2025 14:37:52 +0200 Subject: [PATCH 40/44] 2018 version --- Hgg/2018UL/README.md | 78 +++++++ Hgg/2018UL/aliases.py | 419 +++++++++++++++++++++++++++++++++++ Hgg/2018UL/configuration.py | 101 +++++++++ Hgg/2018UL/cuts.py | 55 +++++ Hgg/2018UL/nuisances.py | 387 ++++++++++++++++++++++++++++++++ Hgg/2018UL/plot.py | 332 ++++++++++++++++++++++++++++ Hgg/2018UL/samples.py | 429 ++++++++++++++++++++++++++++++++++++ Hgg/2018UL/structure.py | 146 ++++++++++++ Hgg/2018UL/variables.py | 180 +++++++++++++++ 9 files changed, 2127 insertions(+) create mode 100644 Hgg/2018UL/README.md create mode 100644 Hgg/2018UL/aliases.py create mode 100644 Hgg/2018UL/configuration.py create mode 100644 Hgg/2018UL/cuts.py create mode 100644 Hgg/2018UL/nuisances.py create mode 100644 Hgg/2018UL/plot.py create mode 100644 Hgg/2018UL/samples.py create mode 100644 Hgg/2018UL/structure.py create mode 100644 Hgg/2018UL/variables.py diff --git a/Hgg/2018UL/README.md b/Hgg/2018UL/README.md new file mode 100644 index 00000000..0710b3bd --- /dev/null +++ b/Hgg/2018UL/README.md @@ -0,0 +1,78 @@ +# H > gluon gluon + +ZH production of H>gg + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL + + cd ../../../mkShapesRDF/ + source start.sh + cd - + + +### Compile the configuration folder + + mkShapesRDF -c 1 + +### Run the analysis + +Produce histograms using batch: + + mkShapesRDF -o 0 -f . -b 1 + + mkShapesRDF -c 1 -o 0 -f . -b 1 + + +Check jobs status: + + mkShapesRDF -o 1 -f . + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + +Options meanings: +- -o: operationMode: + - 0 run analysis + - 1 check batch output and errs + - 2 merge root files +- -f: folder: it represents the path to the analysis folder +- -b: batch mode: + - 0 (default) runs on local + - 1 runs with condor +- -r: resubmit jobs: + -1 resubmit finished jobs with errors + - 2 resubmit running jobs + +### Merge rootfiles + +Once all the jobs have finished, you can merge them: + + mkShapesRDF -o 2 -f . + +### Plot distributions + + mkPlot + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png --plotNormalizedDistributions + + +### to check kerberos + + klist + + +### make datacards + + mkDatacards --outputDirDatacard datacards + + + + + + diff --git a/Hgg/2018UL/aliases.py b/Hgg/2018UL/aliases.py new file mode 100644 index 00000000..d54d9516 --- /dev/null +++ b/Hgg/2018UL/aliases.py @@ -0,0 +1,419 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR +#/afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2018UL +configurations = os.path.dirname(configurations) # Hgg +#configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc_special = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +aliases['LepWPCut'] = { + 'expr' : 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + #'samples': mc + ['DATA'] + 'samples': mc_special + ['DATA'] +} + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr' : 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, + #'samples' : mc + 'samples' : mc_special +} + +# ttHMVA SFs and uncertainties +#aliases['LepWPttHMVASF'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2018\", 2, \"all\", \"nominal\");')"], + #'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} + +#aliases['LepWPttHMVASFEleUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2018\", 2, \"all\", \"eleUp\");')"], + #'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} +#aliases['LepWPttHMVASFEleDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2018\", 2, \"all\", \"eleDown\");')"], + #'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} + +#aliases['LepWPttHMVASFMuUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2018\", 2, \"all\", \"muUp\");')"], + #'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} +#aliases['LepWPttHMVASFMuDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2018\", 2, \"all\", \"muDown\");')"], + #'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} + + +# Conept +#aliases['Lepton_conept'] = { + #'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + #'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + #'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +#} + +# Fake leptons transfer factor +#aliases['fakeW'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +## And variations - already divided by central values in formulas ! +#aliases['fakeWEleUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} +#aliases['fakeWEleDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +#aliases['fakeWMuUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} +#aliases['fakeWMuDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +#aliases['fakeWStatEleUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + #'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples': ['Fake'] +#} +#aliases['fakeWStatEleDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +#aliases['fakeWStatMuUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + #'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} +#aliases['fakeWStatMuDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + + + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP, + 'samples': ['Fake'] +} +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleUp', + 'samples': ['Fake'] +} +aliases['fakeWEleDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleDown', + 'samples': ['Fake'] +} +aliases['fakeWMuUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuUp', + 'samples': ['Fake'] +} +aliases['fakeWMuDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuDown', + 'samples': ['Fake'] +} +aliases['fakeWStatEleUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleUp', + 'samples': ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleDown', + 'samples': ['Fake'] +} +aliases['fakeWStatMuUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuUp', + 'samples': ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuDown', + 'samples': ['Fake'] +} + + + + +# Charge-flip efficiencies and uncertainties +#aliases['ttHMVA_eff_flip_2l'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + #'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc + ['DATA','Fake'], +#} + +#aliases['ttHMVA_eff_err_flip_2l'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + #'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc + ['DATA','Fake'], +#} + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +#################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL18 +#################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1208' +bWP_medium_deepB = '0.4168' +bWP_tight_deepB = '0.7665' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0490' +bWP_medium_deepFlavB = '0.2783' +bWP_tight_deepFlavB = '0.7100' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + #'samples': mc + 'samples' : mc_special +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + #'samples': mc + 'samples' : mc_special +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + #'samples': mc + 'samples' : mc_special +} + +for shift in ['jesAbsolute', 'jesAbsolute_2018', 'jesBBEC1', 'jesBBEC1_2018', 'jesEC2', + 'jesEC2_2018', 'jesFlavorQCD', 'jesHF', 'jesHF_2018', 'jesRelativeBal', + 'jesRelativeSample_2018']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + #'samples' : mc + 'samples' : mc_special + } + +for shift in ['jesAbsolute', 'jesAbsolute_2018', 'jesBBEC1', 'jesBBEC1_2018', 'jesEC2', + 'jesEC2_2018', 'jesFlavorQCD', 'jesHF', 'jesHF_2018', 'jesRelativeBal', + 'jesRelativeSample_2018', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + #'samples': mc + 'samples' : mc_special + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + #'samples': mc + 'samples' : mc_special + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + #'samples': mc + 'samples' : mc_special +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + #'samples': mc + 'samples' : mc_special +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + #'samples': mc + 'samples' : mc_special +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch2l matches to *any* gen lepton) +aliases['PromptGenLepMatch2l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', + #'samples': mc + 'samples' : mc_special +} + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + #'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF']), + #'samples': mc + 'samples' : mc_special +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + #'samples': mc + 'samples' : mc_special +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + #'samples': mc + 'samples' : mc_special +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + #'samples': mc + 'samples' : mc_special +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + #'samples': mc + 'samples' : mc_special +} + +# TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', + #'samples': mc + 'samples' : mc_special +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', + #'samples': mc + 'samples' : mc_special +} + +# Veto events in the problematic region: +# electrons or jets in: +# (-1.57 < phi < -0.87) , (-2.5 < eta < -1.3) +aliases['hole_veto'] = { + 'expr': '( ( (Lepton_eta[0] < -1.3 && Lepton_eta[0] > -2.5 ) && (Lepton_phi[0] > -1.57 && Lepton_phi[0] < -0.87) && (abs(Lepton_pdgId[0])==11) ) \ + || ( (Lepton_eta[1] < -1.3 && Lepton_eta[1] > -2.5 ) && (Lepton_phi[1] > -1.57 && Lepton_phi[1] < -0.87) && (abs(Lepton_pdgId[1])==11) ) \ + || ( (Alt(CleanJet_eta, 0, 99) < -1.3 && (Alt(CleanJet_eta, 0, -99) > -2.5)) && (Alt(CleanJet_phi, 0, -99) > -1.57 && Alt(CleanJet_phi, 0, 99) < -0.87) ) \ + || ( (Alt(CleanJet_eta, 1, 99) < -1.3 && (Alt(CleanJet_eta, 1, -99) > -2.5)) && (Alt(CleanJet_phi, 1, -99) > -1.57 && Alt(CleanJet_phi, 1, 99) < -0.87) ) \ + ) ', +} + +# Evaluate BDT discriminant +#aliases['BDT_WHSS_TopSemileptonic_v9'] = { + #'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2018/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + #'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + #'samples' : mc + ['DATA','Fake'], +#} diff --git a/Hgg/2018UL/configuration.py b/Hgg/2018UL/configuration.py new file mode 100644 index 00000000..63a94e9e --- /dev/null +++ b/Hgg/2018UL/configuration.py @@ -0,0 +1,101 @@ +# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# Tag used to identify the configuration folder version +tag = 'WHSS_OSCR_2018_v9_chargeAsymmetry_Mu82_EleUL90' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + + +# Path to ouput folder +outputFolder = "rootFiles" +# Path to ouput folder +#outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +#if site == 'kit': + #outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) +# 59.832475339 +lumi = 59.83 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/Hgg/2018UL/cuts.py b/Hgg/2018UL/cuts.py new file mode 100644 index 00000000..899dc629 --- /dev/null +++ b/Hgg/2018UL/cuts.py @@ -0,0 +1,55 @@ +# cuts + +cuts = {} + +preselections = 'mll>12 \ + && Lepton_pt[0]>25 \ + && Lepton_pt[1]>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && bVeto \ + ' + + #&& bVeto \ + #&& PuppiMET_pt > 30 \ + #&& !hole_veto \ + + +## Same-sign control region in the 0 jet bin: used in the WH3l category. Considering different flavor to avoid DY +#cuts['wh3l_13TeV_OS_CR'] = { + #'expr' : 'Alt(Lepton_pt,2,0) < 15 && abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 && Alt(CleanJet_pt,0,0) < 30', + #'categories' : { + #'pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]<0', + #} +#} + + + +cuts['DY'] = { + 'expr' : 'Alt(Lepton_pt,2,0) < 15 && (abs(Lepton_pdgId[0])==abs(Lepton_pdgId[1]))', + 'categories' : { + '0j' : 'Alt(CleanJet_pt,0,0) < 30', + '1j' : 'Alt(CleanJet_pt,1,0) < 30 && Alt(CleanJet_pt,0,0) > 30', + '2j' : 'Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + } +} + + + +cuts['Sig'] = { + 'expr' : 'Alt(Lepton_pt,2,0) < 15 && (abs(Lepton_pdgId[0])==abs(Lepton_pdgId[1])) && Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + 'categories' : { + 'mllZ' : 'mll>60 && mll< 120', + 'mllZpt1' : 'mll>80 && mll< 100 && Lepton_pt[0]>40', + 'mllZpt1qgl' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5', + 'mllZpt1qglmet' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60', + 'mllZpt1qglmetbVeto' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto', + 'opt1' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3', + 'opt2' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3 && mjj<160 && mjj>60 && dphilljetjet>1', + 'opt3' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3 && mjj<160 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7', + 'opt4' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 50', + + + } +} + diff --git a/Hgg/2018UL/nuisances.py b/Hgg/2018UL/nuisances.py new file mode 100644 index 00000000..cf268c5b --- /dev/null +++ b/Hgg/2018UL/nuisances.py @@ -0,0 +1,387 @@ +import sys + +# Enable reading YR for Higgs XS and uncertainties +sys.path.append('../macros/') +#import HiggsXSection +#HiggsXS = HiggsXSection.HiggsXSection() + +nuisances = {} + +mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' +fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2018', + 'type' : 'lnN', + 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'lnN', + 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) +} + + +#### FAKES +#fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', + #'1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] + +#fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', + #'1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] + +#nuisances['fake_syst_mm_barrel'] = { + #'name' : 'CMS_WH_hww_fake_syst_mm_barrel', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : fake_syst_barrel, + #}, + #'cuts' : [cut for cut in cuts if ('_mm_' in cut)] +#} +#nuisances['fake_syst_mm_endcap'] = { + #'name' : 'CMS_WH_hww_fake_syst_mm_endcap', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : fake_syst_endcap, + #}, + #'cuts' : [cut for cut in cuts if ('_mm_' in cut)] +#} + +#nuisances['fake_syst_em_barrel'] = { + #'name' : 'CMS_WH_hww_fake_syst_em_barrel', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_em' : fake_syst_barrel, + #}, + #'cuts' : [cut for cut in cuts if ('_em_' in cut)] +#} +#nuisances['fake_syst_em_endcap'] = { + #'name' : 'CMS_WH_hww_fake_syst_em_endcap', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_em' : fake_syst_endcap, + #}, + #'cuts' : [cut for cut in cuts if ('_em_' in cut)] +#} + +#nuisances['fake_syst_ee_barrel'] = { + #'name' : 'CMS_WH_hww_fake_syst_ee_barrel', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : fake_syst_barrel, + #}, + #'cuts' : [cut for cut in cuts if ('_ee_' in cut)] +#} +#nuisances['fake_syst_ee_endcap'] = { + #'name' : 'CMS_WH_hww_fake_syst_ee_endcap', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : fake_syst_endcap, + #}, + #'cuts' : [cut for cut in cuts if ('_ee_' in cut)] +#} + +#nuisances['fake_ele'] = { + #'name' : 'CMS_WH_hww_fake_e_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + #'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + #} +#} +#nuisances['fake_ele_stat'] = { + #'name' : 'CMS_WH_hww_fake_stat_e_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + #'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + #} +#} +#nuisances['fake_mu'] = { + #'name' : 'CMS_WH_hww_fake_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + #'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + #} +#} +#nuisances['fake_mu_stat'] = { + #'name' : 'CMS_WH_hww_fake_stat_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + #'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + #} +#} + +###### B-tagger + +for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: + btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] + + name = 'CMS_btag_%s' % shift + if 'stats' in shift: + name += '_2018' + + nuisances['btag_shape_%s' % shift] = { + 'name' : name, + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, btag_syst) for skey in mc), + } + +##### Trigger Scale Factors + +trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + +nuisances['trigg'] = { + 'name' : 'CMS_eff_hwwtrigger_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, trig_syst) for skey in mc) +} + +##### Electron Efficiency and energy scale + +nuisances['eff_e'] = { + 'name' : 'CMS_eff_e_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) +} + +#nuisances['eff_ttHMVA_e'] = { + #'name' : 'CMS_eff_ttHMVA_e_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +#} + +nuisances['electronpt'] = { + 'name' : 'CMS_scale_e_2018', + 'kind' : 'suffix', + 'type' : 'shape', + 'mapUp' : 'ElepTup', + 'mapDown' : 'ElepTdo', + 'samples' : dict((skey, ['1', '1']) for skey in mc), + 'folderUp' : makeMCDirectory('ElepTup_suffix'), + 'folderDown' : makeMCDirectory('ElepTdo_suffix'), + 'AsLnN' : '0' +} + +##### Muon Efficiency and energy scale + +nuisances['eff_m'] = { + 'name' : 'CMS_eff_m_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +} + +#nuisances['eff_ttHMVA_m'] = { + #'name' : 'CMS_eff_ttHMVA_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +#} + +nuisances['muonpt'] = { + 'name' : 'CMS_scale_m_2018', + 'kind' : 'suffix', + 'type' : 'shape', + 'mapUp' : 'MupTup', + 'mapDown' : 'MupTdo', + 'samples' : dict((skey, ['1', '1']) for skey in mc), + 'folderUp' : makeMCDirectory('MupTup_suffix'), + 'folderDown' : makeMCDirectory('MupTdo_suffix'), + 'AsLnN' : '0' +} + +##### Jet energy scale +jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] + +for js in jes_systs: + + nuisances[js] = { + 'name' : 'CMS_scale_' + js.replace("JES","j_"), + 'kind' : 'suffix', + 'type' : 'shape', + 'mapUp' : js + 'up', + 'mapDown' : js + 'do', + 'samples' : dict((skey, ['1', '1']) for skey in mc), + 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), + 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), + 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], + 'AsLnN' : '0' + } + +##### Jet energy resolution +nuisances['JER'] = { + 'name' : 'CMS_res_j_2018', + 'kind' : 'suffix', + 'type' : 'shape', + 'mapUp' : 'JERup', + 'mapDown' : 'JERdo', + 'samples' : dict((skey, ['1', '1']) for skey in mc), + 'folderUp' : makeMCDirectory('JERup_suffix'), + 'folderDown': makeMCDirectory('JERdo_suffix'), + 'AsLnN' : '0' +} + +##### MET unclustered energy + +#nuisances['met'] = { + #'name' : 'CMS_scale_met_2018', + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : 'METup', + #'mapDown' : 'METdo', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('METup_suffix'), + #'folderDown': makeMCDirectory('METdo_suffix'), + #'AsLnN' : '0' +#} + + +##### Pileup + +# puWeight_UL2018 +nuisances['PU'] = { + 'name' : 'CMS_pileup_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : { + 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], + 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], + 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], + 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], + 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], + 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], + 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], + 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], + 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], + 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], + }, + 'AsLnN' : '0', +} + +### PU ID SF uncertainty + +puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +nuisances['jetPUID'] = { + 'name' : 'CMS_eff_j_PUJET_id_2018', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, puid_syst) for skey in mc) +} + +### PS and UE + +nuisances['PS_ISR'] = { + 'name' : 'PS_WH_hww_ISR', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), + 'AsLnN' : '0', +} + +nuisances['PS_FSR'] = { + 'name' : 'PS_WH_hww_FSR', + 'kind' : 'weight', + 'type' : 'shape', + 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), + 'AsLnN' : '0', +} + +nuisances['UE_CP5'] = { + 'name' : 'CMS_WH_hww_UE', + 'skipCMS' : 1, + 'type' : 'lnN', + 'samples' : dict((skey, '1.015') for skey in mc), +} + +# Charge flip efficiency +#nuisances['chargeFlipEff'] = { + #'name' : 'CMS_whss_chargeFlipEff_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','DATA']), + #'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] +#} + +# Generic "cross section uncertainties" +nuisances['WgStar'] = { + 'name' : 'CMS_hww_WgStarScale', + 'type' : 'lnN', + 'samples' : { + 'WgS' : '1.25' + } +} + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/Hgg/2018UL/plot.py b/Hgg/2018UL/plot.py new file mode 100644 index 00000000..0c48f687 --- /dev/null +++ b/Hgg/2018UL/plot.py @@ -0,0 +1,332 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +#groupPlot['Fake'] = { + #'nameHR' : 'Non-prompt', + #'isSignal' : 0, + #'color' : 921, # kGray + 1 + #'samples' : ['Fake_mm','Fake_em','Fake_ee'] +#} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + #'color' : 810, # kOrange + 10 + 'color' : 408, # kGreen - 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +#groupPlot['ZgS'] = { + #'nameHR' : "Z#gamma*", + #'isSignal' : 0, + #'color' : 617, + #'samples' : ['ZgS'] +#} + +groupPlot['Higgs'] = { + 'nameHR' : 'H>WW/#tau#tau', + 'isSignal' : 0, + 'color' : 634, # kRed+2 + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +#groupPlot['WH_minus'] = { + #'nameHR' : 'W^{-} H (x 10)', + #'isSignal' : 0, + #'color' : 600, # kBlue + #'samples' : ['WH_hww_minus','WH_htt_minus'] +#} + +#groupPlot['WH_plus'] = { + #'nameHR' : 'W^{+} H (x 10)', + #'isSignal' : 0, + #'color' : 632, # kRed + #'samples' : ['WH_hww_plus', 'WH_htt_plus'] +#} + +groupPlot['Hgluglu'] = { + 'nameHR' : 'H>gluglu', + 'isSignal' : 1, + 'color' : 632, # kRed + 'samples' : ['Hgluglu'] +} + + + + + + +# keys here must match keys in samples.py + +plot = {} + + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +plot['Hgluglu'] = { + 'nameHR' : 'Hgluglu', + 'color' : 632, # kRed + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 1 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +##################### +# Other backgrounds # +##################### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 59.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/Hgg/2018UL/samples.py b/Hgg/2018UL/samples.py new file mode 100644 index 00000000..a17b4a3a --- /dev/null +++ b/Hgg/2018UL/samples.py @@ -0,0 +1,429 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL18_106x_nAODv9_Full2018v9/MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9{var}' +fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 # why on earth would you want to limit the number of files? Debug reason?? + + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +print (" mcDirectory = " , mcDirectory) + + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def nanoGetLocalSampleFiles(path, name): + print ("nanoGetLocalSampleFiles!") + _files = s.searchFiles(path, name, redirector='') + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['A','Run2018A-UL2018-v1'], + ['B','Run2018B-UL2018-v1'], + ['C','Run2018C-UL2018-v1'], + ['D','Run2018D-UL2018-v1'], +] + +DataSets = ['MuonEG','SingleMuon','EGamma','DoubleMuon'] + +DataTrig = { + 'MuonEG' : 'Trigger_ElMu' , + 'DoubleMuon' : '!Trigger_ElMu && Trigger_dblMu' , + 'SingleMuon' : '!Trigger_ElMu && !Trigger_dblMu && Trigger_sngMu' , + 'EGamma' : '!Trigger_ElMu && !Trigger_dblMu && !Trigger_sngMu && (Trigger_sngEl || Trigger_dblEl)' , +} + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' +#mcCommonWeightMatched = 'XSWeight*SFweight*PromptGenLepMatch3l*METFilter_MC' + + + + +###### H>gluglu ####### + +# the string "ZHgg" here is very important, since the root files that will be selected must have the format "nanoLatino_ZHgg__part*.root" +#files = nanoGetSampleFiles("/eos/user/a/amassiro/HIG/", "ZHgg") +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ZHgg") +print (" list of files Hgg = ", files) + +samples["Hgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*0.8839*0.08187*0.033658", + "FilesPerJob": 1, +} + +# +# during post-processing, baseW, xsec = 1 +# +# xs_db["ZHgg"] = ["xsec=1.000", "kfact=1.000", "ref=X"] +# Units in pb +# From https://twiki.cern.ch/twiki/pub/LHCPhysics/HiggsXSBR/Higgs_XSBR_YR4_update.xlsx +# 8.839E-01 pb +# and the branching ratio: +# https://twiki.cern.ch/twiki/bin/view/LHCPhysics/CERNYellowReportPageBR +# 8.187E-02 +# BR Z>ll: 3.3658% +# From https://pdg.lbl.gov/2018/listings/rpp2018-list-z-boson.pdf +# +# ZH_HToGluGlu_ZToLL_13TeV_powheg_pythia8 +# +# 59000×0.8839×0.08187×0.033658 +# + +########################################### +############# BACKGROUNDS ############### +########################################### + +############ DY ############ + +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ + nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +#print (" list of files DY = ", files) + +samples['DY'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + #'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'FilesPerJob': 4, +} + + +##### Top ####### + +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + + + +############ Non-charge-flip backgrounds ############ +# In case we want to estimate the charge-flip +# backgrounds in the signal region, we can use +# data. But we have to subtract all the processes +# not affected by charge-flip: +# all but DY, WW, and top + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)*1', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeight + ' * (gstarHigh)*1', + 'FilesPerJob': 4 +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 2 +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 2 +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 20 +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 10 +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +#samples['Fake'] = { + #'name': [], + #'weight': 'METFilter_DATA*fakeW*1', + #'weights': [], + #'isData': ['all'], + #'FilesPerJob': 50 +#} + +#for _, sd in DataRun: + #for pd in DataSets: + #tag_data = pd + '_' + sd + + #if ( ('DoubleMuon' in pd and 'Run2018B' in sd) + #or ('DoubleMuon' in pd and 'Run2018D' in sd) + #or ('SingleMuon' in pd and 'Run2018A' in sd) + #or ('SingleMuon' in pd and 'Run2018B' in sd) + #or ('SingleMuon' in pd and 'Run2018C' in sd)): + #print("sd = {}".format(sd)) + #print("pd = {}".format(pd)) + #print("Old tag = {}".format(tag_data)) + #tag_data = tag_data.replace('v1','v2') + #print("New tag = {}".format(tag_data)) + + #files = nanoGetSampleFiles(fakeDirectory, tag_data) + + #samples['Fake']['name'].extend(files) + #addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + +#samples['Fake']['subsamples'] = { + #'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', + #'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', + #'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' +#} + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA*1', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if ( ('DoubleMuon' in pd and 'Run2018B' in sd) + or ('DoubleMuon' in pd and 'Run2018D' in sd) + or ('SingleMuon' in pd and 'Run2018A' in sd) + or ('SingleMuon' in pd and 'Run2018B' in sd) + or ('SingleMuon' in pd and 'Run2018C' in sd)): + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/Hgg/2018UL/structure.py b/Hgg/2018UL/structure.py new file mode 100644 index 00000000..37a9fb5d --- /dev/null +++ b/Hgg/2018UL/structure.py @@ -0,0 +1,146 @@ +# structure configuration for datacard + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 1, + 'isData' : 0, + 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/Hgg/2018UL/variables.py b/Hgg/2018UL/variables.py new file mode 100644 index 00000000..1634636c --- /dev/null +++ b/Hgg/2018UL/variables.py @@ -0,0 +1,180 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +# variables['ttree_variable'] = { +# 'tree': {'LeptonPt1': 'Lepton_pt[0]'}, +# 'cuts': ['sr'] +# } + +variables['ptj1'] = { + 'name': 'Alt(CleanJet_pt,0,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 1st jet', + 'fold' :3 +} + +variables['ptj2'] = { + 'name': 'Alt(CleanJet_pt,1,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 2nd jet', + 'fold' :3 +} + +variables['qglj1'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'QGL 1st jet', + 'fold' :3 +} + +variables['qglj2'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'QGL 2nd jet', + 'fold' :3 +} + + +variables['etaj1'] = { + 'name': 'Alt(CleanJet_eta,0,0)', + 'range': (100, -5, 5), + 'xaxis': '#eta 1st jet', + 'fold' :3 +} + +variables['etaj2'] = { + 'name': 'Alt(CleanJet_eta,1,0)', + 'range': (100, -5, 5), + 'xaxis': '#eta 2nd jet', + 'fold' :3 +} + + + +variables['btagDeepBj1'] = { + 'name': 'Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagDeepB 1st jet', + 'fold' :3 +} + +variables['btagDeepBj2'] = { + 'name': 'Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagDeepB 2nd jet', + 'fold' :3 +} + + +variables['btagCSVV2j1'] = { + 'name': 'Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagCSVV2 1st jet', + 'fold' :3 +} + +variables['btagCSVV2j2'] = { + 'name': 'Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagCSVV2 2nd jet', + 'fold' :3 +} + + + +#Take(Jet_btagDeepFlavB, CleanJet_jetIdx), 0) +#Jet_btagDeepFlavB[CleanJet_jetIdx[0]] +#Alt(Take(Jet_btagDeepFlavB, CleanJet_jetIdx), 1, -99) -999.99*(CleanJet_pt[1]<20) +# +#Take(Jet_btagDeepFlavB, CleanJet_jetIdx)[0] +#Jet_btagDeepFlavB[CleanJet_jetIdx[0]] +# + +variables['mjj'] = { 'name': 'mjj', # variable name + 'range' : (20, 0, 200), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['mjjbins'] = { 'name': 'mjj', # variable name + 'range' : (100, 0, 200), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['ptll'] = { 'name': 'ptll', + 'range' : (100, 0, 600), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 3 + } + +variables['mll'] = { 'name': 'mll', + 'range' : (100, 0,200), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 3 + } + + +variables['ptl1'] = { 'name': 'Lepton_pt[0]', + 'range' : (60,0,300), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 3 + } + +variables['ptl2'] = { 'name': 'Lepton_pt[1]', + 'range' : (60,0,300), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 + } + + +variables['puppimet'] = { + 'name': 'PuppiMET_pt', + 'range' : (100,0,200), + 'xaxis' : 'puppimet [GeV]', + 'fold' : 3 + } + +variables['detajj'] = { 'name': 'detajj', + 'range' : (100, 0.0, 9.0), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 + } + +variables['dphijj'] = { 'name': 'dphijj', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 + } + + +#variables['drjj'] = { 'name': 'drjj', + #'range' : (100, 0.0, 9.0), + #'xaxis' : '#DeltaR_{jj}', + #'fold' : 3 + #} + +# +# ll jetjet +# + +variables['dphilljet'] = { 'name': 'dphilljet', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{ll,j}', + 'fold' : 3 + } + +variables['dphilljetjet'] = { 'name': 'dphilljetjet', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{ll,jj}', + 'fold' : 3 + } + + + + + + From 35a5041329838af57e02bb8853a6f3385ed952a1 Mon Sep 17 00:00:00 2001 From: amassiro Date: Mon, 20 Oct 2025 12:11:45 +0200 Subject: [PATCH 41/44] up --- Hgg/2018UL/README.md | 146 +++++++++++++++++ Hgg/2018UL/cuts.py | 3 +- Hgg/2018UL/nuisances.py | 345 +++++++++++++++++++++------------------- Hgg/2018UL/plot.py | 4 +- Hgg/2018UL/samples.py | 6 +- Hgg/2018UL/structure.py | 27 +++- Hgg/2018UL/variables.py | 15 ++ Hgg/README.md | 9 ++ Hgg/cuts.py | 23 +-- Hgg/plot.py | 5 +- Hgg/samples.py | 17 ++ Hgg/variables.py | 51 +----- index.php | 113 +++++++++++++ 13 files changed, 523 insertions(+), 241 deletions(-) create mode 100644 index.php diff --git a/Hgg/2018UL/README.md b/Hgg/2018UL/README.md index 0710b3bd..36806da9 100644 --- a/Hgg/2018UL/README.md +++ b/Hgg/2018UL/README.md @@ -15,6 +15,14 @@ Then, we can source the `mkShapesRDF` environment using these commands: cd - +(development folder) + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/mkShapesRDF/ + source start.sh + cd - + + ### Compile the configuration folder mkShapesRDF -c 1 @@ -27,15 +35,23 @@ Produce histograms using batch: mkShapesRDF -c 1 -o 0 -f . -b 1 + mkShapesRDF --submit Check jobs status: mkShapesRDF -o 1 -f . + + + mkShapesRDF --check + Resubmit failed jobs: mkShapesRDF -o 1 -f . -r 1 + mkShapesRDF --resubmit 1 + + Options meanings: - -o: operationMode: - 0 run analysis @@ -55,6 +71,8 @@ Once all the jobs have finished, you can merge them: mkShapesRDF -o 2 -f . + mkShapesRDF --histoadd + ### Plot distributions mkPlot @@ -71,8 +89,136 @@ Once all the jobs have finished, you can merge them: mkDatacards --outputDirDatacard datacards + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt4 + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt5future + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt6future + + + +### likelihood scan + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL + cd /afs/cern.ch/user/a/amassiro/work/Combine/CMSSW_14_1_0_pre4/src/ + cmsenv + cd - + + + combine -M FitDiagnostics --rMin -300 --rMax 302 datacards/Sig_opt4/mjj/datacard.txt -t -1 > result.mcasimov.rfit.txt + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 > result.mcasimov.Significance.txt + + + https://twiki.cern.ch/twiki/bin/view/CMS/HWWCombineTools + https://twiki.cern.ch/twiki/bin/viewauth/CMS/HiggsWG/SWGuideHiggsProjections + + lumiscale rateParam * * 1 + nuisance edit freeze lumiscale + + lumi 2018 = 59.83 + lumi run 2 ~ 140 = lumi(2018) *2.5 + lumi run 1+2+3 ~ 500 = lumi(2018) * 8.5 + + + + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + + + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1000 --expectSignal=1 > result.mcasimov.Significance.ahah.txt + + + cat result.mcasimov.Significance.2018.txt result.mcasimov.Significance.run2.txt result.mcasimov.Significance.run123.txt | grep "Significance:" + cat result.mcasimov.Significance.2018.txt result.mcasimov.Significance.run2.txt result.mcasimov.Significance.run123.txt result.mcasimov.Significance.ahah.txt | grep "Significance:" + + + combine -M Significance datacards/Sig_opt5future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt5future/mjj/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt5future/mjj/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + + + cat result.mcasimov.Significance.2018.txt result.mcasimov.Significance.run2.txt result.mcasimov.Significance.run123.txt | grep "Significance:" + + + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.1.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=2 --expectSignal=1 > result.mcasimov.Significance.2.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=4 --expectSignal=1 > result.mcasimov.Significance.4.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=8 --expectSignal=1 > result.mcasimov.Significance.8.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=20 --expectSignal=1 > result.mcasimov.Significance.20.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=40 --expectSignal=1 > result.mcasimov.Significance.40.txt + + + cat result.mcasimov.Significance.1.txt result.mcasimov.Significance.2.txt result.mcasimov.Significance.4.txt result.mcasimov.Significance.8.txt result.mcasimov.Significance.20.txt result.mcasimov.Significance.40.txt | grep "Significance:" + + + + + + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=1 --expectSignal=10000 > result.mcasimov.FitDiagnostics.1.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=2 --expectSignal=10000 > result.mcasimov.FitDiagnostics.2.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=4 --expectSignal=10000 > result.mcasimov.FitDiagnostics.4.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=8 --expectSignal=10000 > result.mcasimov.FitDiagnostics.8.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=20 --expectSignal=10000 > result.mcasimov.FitDiagnostics.20.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=40 --expectSignal=10000 > result.mcasimov.FitDiagnostics.40.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=100 --expectSignal=10000 > result.mcasimov.FitDiagnostics.100.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=200 --expectSignal=10000 > result.mcasimov.FitDiagnostics.200.txt + + + cat result.mcasimov.FitDiagnostics.1.txt result.mcasimov.FitDiagnostics.2.txt result.mcasimov.FitDiagnostics.4.txt result.mcasimov.FitDiagnostics.8.txt result.mcasimov.FitDiagnostics.20.txt result.mcasimov.FitDiagnostics.40.txt result.mcasimov.FitDiagnostics.100.txt result.mcasimov.FitDiagnostics.200.txt | grep "Best fit r:" + + + + + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=1 --expectSignal=100 > result.mcasimov.FitDiagnostics.1.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=2 --expectSignal=100 > result.mcasimov.FitDiagnostics.2.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=4 --expectSignal=100 > result.mcasimov.FitDiagnostics.4.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=8 --expectSignal=100 > result.mcasimov.FitDiagnostics.8.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=20 --expectSignal=100 > result.mcasimov.FitDiagnostics.20.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=40 --expectSignal=100 > result.mcasimov.FitDiagnostics.40.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=100 --expectSignal=100 > result.mcasimov.FitDiagnostics.100.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=200 --expectSignal=100 > result.mcasimov.FitDiagnostics.200.txt + + + cat result.mcasimov.FitDiagnostics.1.txt result.mcasimov.FitDiagnostics.2.txt result.mcasimov.FitDiagnostics.4.txt result.mcasimov.FitDiagnostics.8.txt result.mcasimov.FitDiagnostics.20.txt result.mcasimov.FitDiagnostics.40.txt result.mcasimov.FitDiagnostics.100.txt result.mcasimov.FitDiagnostics.200.txt | grep "Best fit r:" + + + + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=100 > result.mcasimov.Significance.1.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=2 --expectSignal=100 > result.mcasimov.Significance.2.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=4 --expectSignal=100 > result.mcasimov.Significance.4.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=8 --expectSignal=100 > result.mcasimov.Significance.8.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=20 --expectSignal=100 > result.mcasimov.Significance.20.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=40 --expectSignal=100 > result.mcasimov.Significance.40.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=100 --expectSignal=100 > result.mcasimov.Significance.100.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=200 --expectSignal=100 > result.mcasimov.Significance.200.txt + + + cat result.mcasimov.Significance.1.txt result.mcasimov.Significance.2.txt result.mcasimov.Significance.4.txt result.mcasimov.Significance.8.txt result.mcasimov.Significance.20.txt result.mcasimov.Significance.40.txt result.mcasimov.Significance.100.txt result.mcasimov.Significance.200.txt | grep "Significance:" + + + + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.1.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=2 --expectSignal=1 > result.mcasimov.Significance.2.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=4 --expectSignal=1 > result.mcasimov.Significance.4.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=8 --expectSignal=1 > result.mcasimov.Significance.8.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=20 --expectSignal=1 > result.mcasimov.Significance.20.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=40 --expectSignal=1 > result.mcasimov.Significance.40.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=100 --expectSignal=1 > result.mcasimov.Significance.100.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=200 --expectSignal=1 > result.mcasimov.Significance.200.txt + + + cat result.mcasimov.Significance.1.txt result.mcasimov.Significance.2.txt result.mcasimov.Significance.4.txt result.mcasimov.Significance.8.txt result.mcasimov.Significance.20.txt result.mcasimov.Significance.40.txt result.mcasimov.Significance.100.txt result.mcasimov.Significance.200.txt | grep "Significance:" + + + \ No newline at end of file diff --git a/Hgg/2018UL/cuts.py b/Hgg/2018UL/cuts.py index 899dc629..f8499816 100644 --- a/Hgg/2018UL/cuts.py +++ b/Hgg/2018UL/cuts.py @@ -48,7 +48,8 @@ 'opt2' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3 && mjj<160 && mjj>60 && dphilljetjet>1', 'opt3' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3 && mjj<160 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7', 'opt4' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 50', - + 'opt5future' : 'mll>85 && mll< 95 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.1 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.1 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 50 && Alt(CleanJet_eta,1,0) < 2.5 && Alt(CleanJet_eta,1,0) > -2.5 && Alt(CleanJet_eta,0,0) < 2.5 && Alt(CleanJet_eta,0,0) > -2.5 && Alt(Lepton_pt,0,0)>50', + 'opt6future' : 'mll>85 && mll< 95 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.04 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.04 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 75 && Alt(CleanJet_eta,1,0) < 2.0 && Alt(CleanJet_eta,1,0) > -2.0 && Alt(CleanJet_eta,0,0) < 2.0 && Alt(CleanJet_eta,0,0) > -2.0 && Alt(Lepton_pt,0,0)>50 && ptll>100 && Lepton_pt[1]>20', } } diff --git a/Hgg/2018UL/nuisances.py b/Hgg/2018UL/nuisances.py index cf268c5b..63475552 100644 --- a/Hgg/2018UL/nuisances.py +++ b/Hgg/2018UL/nuisances.py @@ -20,6 +20,7 @@ # AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing # mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] +mcln = [skey for skey in samples if skey not in ('Fake', 'DATA')] redirector = "" @@ -51,19 +52,19 @@ def makeMCDirectory(var=''): nuisances['lumi_Uncorrelated'] = { 'name' : 'lumi_13TeV_2018', 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc if skey not in ['WZ']) + 'samples' : dict((skey, '1.015') for skey in mcln if skey not in ['blabla']) } nuisances['lumi_Correlated_Run2'] = { 'name' : 'lumi_13TeV_correlated', 'type' : 'lnN', - 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) + 'samples' : dict((skey, '1.020') for skey in mcln if skey not in ['blabla']) } nuisances['lumi_Correlated_2017_2018'] = { 'name' : 'lumi_13TeV_1718', 'type' : 'lnN', - 'samples' : dict((skey, '1.002') for skey in mc if skey not in ['WZ']) + 'samples' : dict((skey, '1.002') for skey in mcln if skey not in ['blabla']) } @@ -168,210 +169,220 @@ def makeMCDirectory(var=''): #} #} -###### B-tagger -for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: - btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] - name = 'CMS_btag_%s' % shift - if 'stats' in shift: - name += '_2018' +######################################################################## +### AM: from here commented ... just to speed up - nuisances['btag_shape_%s' % shift] = { - 'name' : name, - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, btag_syst) for skey in mc), - } +###### B-tagger -##### Trigger Scale Factors +#for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: + #btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] -trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + #name = 'CMS_btag_%s' % shift + #if 'stats' in shift: + #name += '_2018' -nuisances['trigg'] = { - 'name' : 'CMS_eff_hwwtrigger_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, trig_syst) for skey in mc) -} + #nuisances['btag_shape_%s' % shift] = { + #'name' : name, + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, btag_syst) for skey in mc), + #} -##### Electron Efficiency and energy scale +###### Trigger Scale Factors -nuisances['eff_e'] = { - 'name' : 'CMS_eff_e_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) -} +#trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] -#nuisances['eff_ttHMVA_e'] = { - #'name' : 'CMS_eff_ttHMVA_e_2018', +#nuisances['trigg'] = { + #'name' : 'CMS_eff_hwwtrigger_2018', #'kind' : 'weight', #'type' : 'shape', - #'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) + #'samples' : dict((skey, trig_syst) for skey in mc) #} -nuisances['electronpt'] = { - 'name' : 'CMS_scale_e_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'ElepTup', - 'mapDown' : 'ElepTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('ElepTup_suffix'), - 'folderDown' : makeMCDirectory('ElepTdo_suffix'), - 'AsLnN' : '0' -} - -##### Muon Efficiency and energy scale - -nuisances['eff_m'] = { - 'name' : 'CMS_eff_m_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) -} +###### Electron Efficiency and energy scale -#nuisances['eff_ttHMVA_m'] = { - #'name' : 'CMS_eff_ttHMVA_m_2018', +#nuisances['eff_e'] = { + #'name' : 'CMS_eff_e_2018', #'kind' : 'weight', #'type' : 'shape', - #'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) + #'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) #} -nuisances['muonpt'] = { - 'name' : 'CMS_scale_m_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'MupTup', - 'mapDown' : 'MupTdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('MupTup_suffix'), - 'folderDown' : makeMCDirectory('MupTdo_suffix'), - 'AsLnN' : '0' -} +##nuisances['eff_ttHMVA_e'] = { + ##'name' : 'CMS_eff_ttHMVA_e_2018', + ##'kind' : 'weight', + ##'type' : 'shape', + ##'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +##} + +#nuisances['electronpt'] = { + #'name' : 'CMS_scale_e_2018', + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : 'ElepTup', + #'mapDown' : 'ElepTdo', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('ElepTup_suffix'), + #'folderDown' : makeMCDirectory('ElepTdo_suffix'), + #'AsLnN' : '0' +#} -##### Jet energy scale -jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] - -for js in jes_systs: - - nuisances[js] = { - 'name' : 'CMS_scale_' + js.replace("JES","j_"), - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : js + 'up', - 'mapDown' : js + 'do', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('RDF__JESup_suffix'), - 'folderDown': makeMCDirectory('RDF__JESdo_suffix'), - 'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], - 'AsLnN' : '0' - } - -##### Jet energy resolution -nuisances['JER'] = { - 'name' : 'CMS_res_j_2018', - 'kind' : 'suffix', - 'type' : 'shape', - 'mapUp' : 'JERup', - 'mapDown' : 'JERdo', - 'samples' : dict((skey, ['1', '1']) for skey in mc), - 'folderUp' : makeMCDirectory('JERup_suffix'), - 'folderDown': makeMCDirectory('JERdo_suffix'), - 'AsLnN' : '0' -} +###### Muon Efficiency and energy scale -##### MET unclustered energy +#nuisances['eff_m'] = { + #'name' : 'CMS_eff_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +#} -#nuisances['met'] = { - #'name' : 'CMS_scale_met_2018', +##nuisances['eff_ttHMVA_m'] = { + ##'name' : 'CMS_eff_ttHMVA_m_2018', + ##'kind' : 'weight', + ##'type' : 'shape', + ##'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +##} + +#nuisances['muonpt'] = { + #'name' : 'CMS_scale_m_2018', + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : 'MupTup', + #'mapDown' : 'MupTdo', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('MupTup_suffix'), + #'folderDown' : makeMCDirectory('MupTdo_suffix'), + #'AsLnN' : '0' +#} + +###### Jet energy scale +#jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] + +#for js in jes_systs: + + #nuisances[js] = { + #'name' : 'CMS_scale_' + js.replace("JES","j_"), + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : js + 'up', + #'mapDown' : js + 'do', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('RDF__JESup_suffix'), + #'folderDown': makeMCDirectory('RDF__JESdo_suffix'), + #'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], + #'AsLnN' : '0' + #} + +###### Jet energy resolution +#nuisances['JER'] = { + #'name' : 'CMS_res_j_2018', #'kind' : 'suffix', #'type' : 'shape', - #'mapUp' : 'METup', - #'mapDown' : 'METdo', + #'mapUp' : 'JERup', + #'mapDown' : 'JERdo', #'samples' : dict((skey, ['1', '1']) for skey in mc), - #'folderUp' : makeMCDirectory('METup_suffix'), - #'folderDown': makeMCDirectory('METdo_suffix'), + #'folderUp' : makeMCDirectory('JERup_suffix'), + #'folderDown': makeMCDirectory('JERdo_suffix'), #'AsLnN' : '0' #} +###### MET unclustered energy -##### Pileup - -# puWeight_UL2018 -nuisances['PU'] = { - 'name' : 'CMS_pileup_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : { - 'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], - 'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], - 'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], - 'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], - 'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], - 'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], - 'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], - 'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], - 'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], - 'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], - }, - 'AsLnN' : '0', -} +##nuisances['met'] = { + ##'name' : 'CMS_scale_met_2018', + ##'kind' : 'suffix', + ##'type' : 'shape', + ##'mapUp' : 'METup', + ##'mapDown' : 'METdo', + ##'samples' : dict((skey, ['1', '1']) for skey in mc), + ##'folderUp' : makeMCDirectory('METup_suffix'), + ##'folderDown': makeMCDirectory('METdo_suffix'), + ##'AsLnN' : '0' +##} -### PU ID SF uncertainty -puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] +###### Pileup -nuisances['jetPUID'] = { - 'name' : 'CMS_eff_j_PUJET_id_2018', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, puid_syst) for skey in mc) -} +## puWeight_UL2018 +#nuisances['PU'] = { + #'name' : 'CMS_pileup_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], + #'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], + #'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], + #'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], + #'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], + #'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], + #'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], + #'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], + #'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], + #'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], + #}, + #'AsLnN' : '0', +#} -### PS and UE +#### PU ID SF uncertainty -nuisances['PS_ISR'] = { - 'name' : 'PS_WH_hww_ISR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), - 'AsLnN' : '0', -} +#puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] -nuisances['PS_FSR'] = { - 'name' : 'PS_WH_hww_FSR', - 'kind' : 'weight', - 'type' : 'shape', - 'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), - 'AsLnN' : '0', -} +#nuisances['jetPUID'] = { + #'name' : 'CMS_eff_j_PUJET_id_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, puid_syst) for skey in mc) +#} -nuisances['UE_CP5'] = { - 'name' : 'CMS_WH_hww_UE', - 'skipCMS' : 1, - 'type' : 'lnN', - 'samples' : dict((skey, '1.015') for skey in mc), -} +#### PS and UE -# Charge flip efficiency -#nuisances['chargeFlipEff'] = { - #'name' : 'CMS_whss_chargeFlipEff_2018', +#nuisances['PS_ISR'] = { + #'name' : 'PS_WH_hww_ISR', #'kind' : 'weight', #'type' : 'shape', - #'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','DATA']), - #'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] + #'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), + #'AsLnN' : '0', #} -# Generic "cross section uncertainties" -nuisances['WgStar'] = { - 'name' : 'CMS_hww_WgStarScale', - 'type' : 'lnN', - 'samples' : { - 'WgS' : '1.25' - } -} +#nuisances['PS_FSR'] = { + #'name' : 'PS_WH_hww_FSR', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), + #'AsLnN' : '0', +#} + +#nuisances['UE_CP5'] = { + #'name' : 'CMS_WH_hww_UE', + #'skipCMS' : 1, + #'type' : 'lnN', + #'samples' : dict((skey, '1.015') for skey in mc), +#} + +## Charge flip efficiency +##nuisances['chargeFlipEff'] = { + ##'name' : 'CMS_whss_chargeFlipEff_2018', + ##'kind' : 'weight', + ##'type' : 'shape', + ##'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','DATA']), + ##'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] +##} + +## Generic "cross section uncertainties" +#nuisances['WgStar'] = { + #'name' : 'CMS_hww_WgStarScale', + #'type' : 'lnN', + #'samples' : { + #'WgS' : '1.25' + #} +#} + + +### AM: so far commented ... +######################################################################## + ## Use the following if you want to apply the automatic combine MC stat nuisances. nuisances['stat'] = { diff --git a/Hgg/2018UL/plot.py b/Hgg/2018UL/plot.py index 0c48f687..2e236206 100644 --- a/Hgg/2018UL/plot.py +++ b/Hgg/2018UL/plot.py @@ -91,7 +91,7 @@ #} groupPlot['Hgluglu'] = { - 'nameHR' : 'H>gluglu', + 'nameHR' : 'H>gluglu x 100', 'isSignal' : 1, 'color' : 632, # kRed 'samples' : ['Hgluglu'] @@ -172,7 +172,7 @@ 'color' : 632, # kRed 'isSignal' : 2, 'isData' : 0, - 'scale' : 1 + 'scale' : 100 #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much } diff --git a/Hgg/2018UL/samples.py b/Hgg/2018UL/samples.py index a17b4a3a..51cc488b 100644 --- a/Hgg/2018UL/samples.py +++ b/Hgg/2018UL/samples.py @@ -131,7 +131,7 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): "name": files, #"weight": mcCommonWeight, --> missing post processing #"weight": 1, - "weight": "baseW*genWeight*0.8839*0.08187*0.033658", + "weight": "baseW*genWeight*0.8839*0.08187*0.033658*3", "FilesPerJob": 1, } @@ -145,12 +145,12 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): # and the branching ratio: # https://twiki.cern.ch/twiki/bin/view/LHCPhysics/CERNYellowReportPageBR # 8.187E-02 -# BR Z>ll: 3.3658% +# BR Z>ll: 3.3658% x 3 # From https://pdg.lbl.gov/2018/listings/rpp2018-list-z-boson.pdf # # ZH_HToGluGlu_ZToLL_13TeV_powheg_pythia8 # -# 59000×0.8839×0.08187×0.033658 +# 59000×0.8839×0.08187×0.033658×3 # ########################################### diff --git a/Hgg/2018UL/structure.py b/Hgg/2018UL/structure.py index 37a9fb5d..9d287f03 100644 --- a/Hgg/2018UL/structure.py +++ b/Hgg/2018UL/structure.py @@ -1,4 +1,6 @@ +# # structure configuration for datacard +# # keys here must match keys in samples.py @@ -57,6 +59,15 @@ # Higgs + +structure['Hgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + + + structure['ggH_hww'] = { 'isSignal' : 0, 'isData' : 0, @@ -78,15 +89,15 @@ } structure['WH_hww_plus'] = { - 'isSignal' : 1, + 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity } structure['WH_hww_minus'] = { - 'isSignal' : 1, + 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity } structure['ttH_hww'] = { @@ -110,15 +121,15 @@ } structure['WH_htt_plus'] = { - 'isSignal' : 1, + 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity } structure['WH_htt_minus'] = { - 'isSignal' : 1, + 'isSignal' : 0, 'isData' : 0, - 'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity } diff --git a/Hgg/2018UL/variables.py b/Hgg/2018UL/variables.py index 1634636c..a36c2e97 100644 --- a/Hgg/2018UL/variables.py +++ b/Hgg/2018UL/variables.py @@ -30,6 +30,14 @@ 'fold' :3 } + +variables['qglj1morebins'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[0],2)', + 'range': (20, -0.01, 0.3), + 'xaxis': 'QGL 1st jet', + 'fold' :3 +} + variables['qglj2'] = { 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[1],2)', 'range': (100, -1, 1), @@ -124,6 +132,13 @@ 'fold' : 3 } + +variables['ptl1lessbins'] = { 'name': 'Lepton_pt[0]', + 'range' : (20,0,300), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 3 + } + variables['ptl2'] = { 'name': 'Lepton_pt[1]', 'range' : (60,0,300), 'xaxis' : 'p_{T} 2nd lep', diff --git a/Hgg/README.md b/Hgg/README.md index eacfbb09..deb528c9 100644 --- a/Hgg/README.md +++ b/Hgg/README.md @@ -56,3 +56,12 @@ Once all the jobs have finished, you can merge them: mkPlot +### to check kerberos + + klist + + +### make datacards + + mkDatacards --outputDirDatacard datacards + diff --git a/Hgg/cuts.py b/Hgg/cuts.py index 33684acf..20f8db4d 100644 --- a/Hgg/cuts.py +++ b/Hgg/cuts.py @@ -1,5 +1,10 @@ cuts = {} +# +# 2 leptons: pt> 25 GeV and 13 GeV +# 2 jets with pT>30 GeV +# + preselections = ' Lepton_pt[0]>25 \ && Lepton_pt[1]>13 \ && Alt(Lepton_pt, 2, 0) < 10 \ @@ -18,17 +23,17 @@ } } -cuts['vvcr'] = { - 'expr': 'abs(mll-91)>15 && bVeto', - 'categories':{ - 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', - 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', - } -} +# cuts['vvcr'] = { +# 'expr': 'abs(mll-91)>15 && bVeto', +# 'categories':{ +# 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', +# 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', +# } +# } cuts['dycr'] = { - 'expr': 'abs(mll-91)<15 && bVeto && detajj < 3', + 'expr': 'abs(mll-91)<15 && bVeto', 'categories':{ 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', @@ -36,7 +41,7 @@ } cuts['sr'] = { - 'expr': 'abs(mll-91)<15 && bVeto && detajj >= 3', + 'expr': 'abs(mll-91)<15 && bVeto && Jet_qgl[0]<0.5 && Jet_qgl[1]<0.5', 'categories':{ 'ee': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*11)', 'mm': '(Lepton_pdgId[0]*Lepton_pdgId[1] == -13*13)', diff --git a/Hgg/plot.py b/Hgg/plot.py index 4cd15aff..8250a432 100644 --- a/Hgg/plot.py +++ b/Hgg/plot.py @@ -43,7 +43,8 @@ groupPlot['DY'] = { 'nameHR' : 'DY', 'isSignal' : 0, - 'color' : ROOT.kGreen-7, + #'color' : ROOT.kGreen-7, + 'color' : ROOT.kGreen+2, 'samples' : ['DY'] } @@ -60,7 +61,7 @@ groupPlot['Zjj'] = { 'nameHR': 'Zjj', - 'isSignal' : 1, + 'isSignal' : 0, 'color': 600, # kBlue 'samples' : ['Zjj'] } diff --git a/Hgg/samples.py b/Hgg/samples.py index bba0aa46..18b98859 100644 --- a/Hgg/samples.py +++ b/Hgg/samples.py @@ -105,6 +105,23 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): mcCommonWeight = "XSWeight*SFweight*PromptGenLepMatch2l*METFilter_MC" + + +###### H>gluglu ####### + +#files = nanoGetSampleFiles("/eos/user/a/amassiro/HIG/", "ZHgg") +#files = nanoGetSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "") + +#samples["Hgluglu"] = { + #"name": files, + #"weight": mcCommonWeight, + #"FilesPerJob": 1, +#} + + + + + ###### Zjj EWK ####### files = nanoGetSampleFiles(mcDirectory, "EWK_LLJJ_MLL-50_MJJ-120") diff --git a/Hgg/variables.py b/Hgg/variables.py index 1de7a23a..a6d8dd79 100644 --- a/Hgg/variables.py +++ b/Hgg/variables.py @@ -20,13 +20,13 @@ } variables['mjj'] = { 'name': 'mjj', # variable name - 'range' : (20, 200, 3000), # variable range + 'range' : (20, 0, 200), # variable range 'xaxis' : 'm_{jj} [GeV]', # x axis name 'fold' :3 } variables['mjjbins'] = { 'name': 'mjj', # variable name - 'range' : (5, 500, 4000), # variable range + 'range' : (100, 0, 200), # variable range 'xaxis' : 'm_{jj} [GeV]', # x axis name 'fold' :3 } @@ -37,39 +37,6 @@ 'fold' : 3 } - -variables['ptll_few'] = { 'name': 'ptll', - #'range': ([ 30., 63, 134, 284, 450, 600. ],), - #'range': ([ 30., 63, 134, 284, 600. ],), - 'range': ([ 30., 63, 134, 600. ],), - 'xaxis' : 'p_{T}^{ll} [GeV]', - 'fold' : 3, - #'setLogx': 1 - } - -variables['ptll_few_l'] = { 'name': 'ptll', - #'range': ([ 30., 63, 134, 284, 450, 600. ],), - #'range': ([ 30., 63, 134, 284, 600. ],), - 'range': ([ 30., 40, 63, 98, 134, 367, 600. ],), - 'xaxis' : 'p_{T}^{ll} [GeV]', - 'fold' : 3, - #'setLogx': 1 - } - -variables['ptll_few_c'] = { 'name': 'ptll', - #'range': ([ 30., 63, 134, 284, 450, 600. ],), - #'range': ([ 30., 63, 134, 284, 600. ],), - 'range': ([ 63, 134, 600. ],), - 'xaxis' : 'p_{T}^{ll} [GeV]', - 'fold' : 3, - #'setLogx': 1 - } - - - - - - variables['mll'] = { 'name': 'mll', 'range' : (100, 66,107), 'xaxis' : 'm_{ll} [GeV]', @@ -77,8 +44,6 @@ } - - variables['ptl1'] = { 'name': 'Lepton_pt[0]', 'range' : (60,30,300), 'xaxis' : 'p_{T} 1st lep', @@ -105,18 +70,6 @@ 'fold' : 3 } -variables['detajj_low'] = { 'name': 'newDetajj', - 'range' : (20, 0.0, 3.0), - 'xaxis' : '#Delta#eta_{jj}', - 'fold' : 3 - } - -variables['detajj_high'] = { 'name': 'newDetajj', - 'range' : (15, 3.0, 9.0), - 'xaxis' : '#Delta#eta_{jj}', - 'fold' : 3 - } - variables['dphijj'] = { 'name': 'dphijj', 'range' : (20, 0, 3.15), 'xaxis' : '#Delta#phi_{jj}', diff --git a/index.php b/index.php new file mode 100644 index 00000000..d95a0e33 --- /dev/null +++ b/index.php @@ -0,0 +1,113 @@ + + +<?php echo getcwd(); ?> + + + +

+

+"; +print "
  • Subdirs
    • "; +if (file_exists("../index.php")) { + print "
  • [..]
    • "; +} +$subdirs = glob('*', GLOB_ONLYDIR); +if (count($subdirs) != 0 ) { + foreach($subdirs as $dir) { + print "
  • [".$dir."]
    • "; + } +} +print ""; +?> +

    +

    Plots

    +

    Filter:

    + +
    +\n"; + print "

    $filename

    "; + print ""; + $others = array(); + foreach ($other_exts as $ex) { + $other_filename = str_replace('.png', $ex, $filename); + if (file_exists($other_filename)) { + array_push($others, "[" . $ex . "]"); + if ($ex != '.txt') array_push($displayed, $other_filename); + } + } + if ($others) print "

    Also as ".implode(', ',$others)."

    "; + print "
    "; + } +} +?> + +
    +

    Other files

    + +
    + + From c3c67f29f97b6b3a036e2c74cb0a71fbd5e88f1c Mon Sep 17 00:00:00 2001 From: Andrea Massironi Date: Thu, 6 Nov 2025 11:24:23 +0100 Subject: [PATCH 42/44] limit --- Hgg/2018UL/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Hgg/2018UL/README.md b/Hgg/2018UL/README.md index 36806da9..a40219a0 100644 --- a/Hgg/2018UL/README.md +++ b/Hgg/2018UL/README.md @@ -219,6 +219,6 @@ Once all the jobs have finished, you can merge them: + combine -M AsymptoticLimits datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 - \ No newline at end of file From 4fc9c93bacdbee08b07bc98994d56e2593cf5749 Mon Sep 17 00:00:00 2001 From: Andrea Massironi Date: Tue, 3 Mar 2026 11:44:54 +0100 Subject: [PATCH 43/44] run 2 full --- Hgg/2018UL/aliases.py | 2 +- Hgg/2018UL/nuisances.py | 3 +- Hgg/2018UL/plot.py | 31 +++ Hgg/2018UL/samples.py | 30 +++ Hgg/2018UL/structure.py | 18 ++ Hgg/Run2/README.md | 60 ++++++ Hgg/Run2/configuration.py | 87 ++++++++ Hgg/Run2/cuts.py | 18 ++ Hgg/Run2/merge_configuration.py | 44 ++++ Hgg/Run2/nuisances.py | 91 ++++++++ Hgg/Run2/plot.py | 363 ++++++++++++++++++++++++++++++++ Hgg/Run2/samples.py | 66 ++++++ Hgg/Run2/structure.py | 177 ++++++++++++++++ Hgg/Run2/variables.py | 26 +++ 14 files changed, 1014 insertions(+), 2 deletions(-) create mode 100644 Hgg/Run2/README.md create mode 100644 Hgg/Run2/configuration.py create mode 100644 Hgg/Run2/cuts.py create mode 100644 Hgg/Run2/merge_configuration.py create mode 100644 Hgg/Run2/nuisances.py create mode 100644 Hgg/Run2/plot.py create mode 100644 Hgg/Run2/samples.py create mode 100644 Hgg/Run2/structure.py create mode 100644 Hgg/Run2/variables.py diff --git a/Hgg/2018UL/aliases.py b/Hgg/2018UL/aliases.py index d54d9516..2f6aeec6 100644 --- a/Hgg/2018UL/aliases.py +++ b/Hgg/2018UL/aliases.py @@ -17,7 +17,7 @@ # # AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing # -mc_special = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] +mc_special = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu', 'qqZHgluglu', 'ggZHgluglu')] # LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW diff --git a/Hgg/2018UL/nuisances.py b/Hgg/2018UL/nuisances.py index 63475552..c32bfefc 100644 --- a/Hgg/2018UL/nuisances.py +++ b/Hgg/2018UL/nuisances.py @@ -1,5 +1,6 @@ import sys - +import os + # Enable reading YR for Higgs XS and uncertainties sys.path.append('../macros/') #import HiggsXSection diff --git a/Hgg/2018UL/plot.py b/Hgg/2018UL/plot.py index 2e236206..5b67702b 100644 --- a/Hgg/2018UL/plot.py +++ b/Hgg/2018UL/plot.py @@ -98,6 +98,13 @@ } +groupPlot['HglugluAlt'] = { + 'nameHR' : 'H>gluglu (split) x 100', + 'isSignal' : 3, + # 'color' : 633, # kRed+1 + 'color' : 857, # kAzure -3 + 'samples' : ['ggZHgluglu', 'qqZHgluglu'] +} @@ -177,6 +184,30 @@ } +plot['ggZHgluglu'] = { + 'nameHR' : 'ggZHgluglu', + 'color' : 857, # kAzure -3 + # 'color' : 634, # kRed+2 + 'isSignal' : 3, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['qqZHgluglu'] = { + 'nameHR' : 'qqZHgluglu', + 'color' : 856, # kAzure -4 + # 'color' : 633, # kRed+1 + 'isSignal' : 3, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + + + ##################### # Other backgrounds # ##################### diff --git a/Hgg/2018UL/samples.py b/Hgg/2018UL/samples.py index 51cc488b..c9d20143 100644 --- a/Hgg/2018UL/samples.py +++ b/Hgg/2018UL/samples.py @@ -153,6 +153,36 @@ def addSampleWeight(samples, sampleName, sampleNameType, weight): # 59000×0.8839×0.08187×0.033658×3 # + + +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ZHllHgg") + +samples["qqZHgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*0.7612*0.08187*0.033658*3", + "FilesPerJob": 200, +} + + +# +# ggZH: 1.227E-01 pb +# + +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ggZHllHgg") + +samples["ggZHgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*0.1227*0.08187*0.033658*3", + "FilesPerJob": 200, +} + + + + ########################################### ############# BACKGROUNDS ############### ########################################### diff --git a/Hgg/2018UL/structure.py b/Hgg/2018UL/structure.py index 9d287f03..dbfafc03 100644 --- a/Hgg/2018UL/structure.py +++ b/Hgg/2018UL/structure.py @@ -66,6 +66,24 @@ #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity } +structure['qqZHgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ggZHgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WHgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + structure['ggH_hww'] = { diff --git a/Hgg/Run2/README.md b/Hgg/Run2/README.md new file mode 100644 index 00000000..4cc02e7d --- /dev/null +++ b/Hgg/Run2/README.md @@ -0,0 +1,60 @@ +# H > gluon gluon, Full Run 2 + +ZH production of H>gg + + +Assume all histograms for different years are already produced. + + + +### Merge the root files into one unique set + +This will create a new root file with the hadd of the proper files, and the variations. + +If the "up" ("down") variation is present in more than one year, then the different up/down histograms are added. + +If a shape variation (a nuisance) is present only in one year, then the nominal for the years for which is missing will be used and hadd. + +if a lnN is the same in all years, then it's used only once. It should be written explicitly in nuisances.py. Nothing to be done by mkMergeYears. + +If a lnN is present only in one year, then the nuisance has to be transformed into a shape: the nominal sample for the specific year is copied, then it's scaled up/down according to the value in lnN, and lastly it's hadd to the nominal sample of the other years for which the nuisance is missing. + + + mkMergeYears + +### Run + + +(development folder) + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/Run2/ + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/mkShapesRDF/ + source start.sh + cd - + +### Merge + + mkMergeYears + + + + +### Plot distributions + + mkPlot + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png --plotNormalizedDistributions + + +### to check kerberos + + klist + + +### make datacards + + mkDatacards --outputDirDatacard datacards + + + + diff --git a/Hgg/Run2/configuration.py b/Hgg/Run2/configuration.py new file mode 100644 index 00000000..e804bddb --- /dev/null +++ b/Hgg/Run2/configuration.py @@ -0,0 +1,87 @@ +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# Tag used to identify the configuration folder version +tag = 'Hgg_FullRun2' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + + +# Path to ouput folder +outputFolder = "rootFiles" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] + + diff --git a/Hgg/Run2/cuts.py b/Hgg/Run2/cuts.py new file mode 100644 index 00000000..3b74e884 --- /dev/null +++ b/Hgg/Run2/cuts.py @@ -0,0 +1,18 @@ + + + +# cuts['Sig_mllZ'] = { + # } + + +cuts['Sig'] = { + 'expr' : 'Alt(Lepton_pt,2,0) < 15 && (abs(Lepton_pdgId[0])==abs(Lepton_pdgId[1])) && Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + 'categories' : { + 'mllZ' : 'mll>60 && mll< 120', + # 'two' : 'mll>60 && mll< 120', + } + } + + + +# cuts['single'] = 'mll>60 && mll< 120' diff --git a/Hgg/Run2/merge_configuration.py b/Hgg/Run2/merge_configuration.py new file mode 100644 index 00000000..c7957b34 --- /dev/null +++ b/Hgg/Run2/merge_configuration.py @@ -0,0 +1,44 @@ + +# tag: used to define root file name and more +tag = 'ggHgg_full_Run2' + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# file with list of samples +samplesFile = "samples.py" + +# file with dict of samples for plotting +# plotFile = 'plot.py' + +# structure file for datacard +structureFile = "structure.py" + +# nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + + + + +# Folders to merge +foldersToMerge = { + + "2017UL" : { + "folder" : "../2017UL", + "tag" : "Hgg2l_2017", + }, + + "2018UL" : { + "folder" : "../2018UL", + "tag" : "WHSS_OSCR_2018_v9_chargeAsymmetry_Mu82_EleUL90", + } + + } + + + + + diff --git a/Hgg/Run2/nuisances.py b/Hgg/Run2/nuisances.py new file mode 100644 index 00000000..3353e8e7 --- /dev/null +++ b/Hgg/Run2/nuisances.py @@ -0,0 +1,91 @@ +import sys + +# Enable reading YR for Higgs XS and uncertainties +sys.path.append('../macros/') +#import HiggsXSection +#HiggsXS = HiggsXSection.HiggsXSection() + +# nuisances = {} + +limitFiles = -1 + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] +mcln = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated_2017'] = { + 'name' : 'lumi_13TeV_2017', + 'type' : 'shape', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']), + 'perYearType' : 'lnN' +} + +nuisances['lumi_Uncorrelated_2018'] = { + 'name' : 'lumi_13TeV_2018', + 'type' : 'shape', + 'samples' : dict((skey, '1.015') for skey in mcln if skey not in ['blabla']), + 'perYearType' : 'lnN' +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'shape', + 'samples' : dict((skey, '1.002') for skey in mcln if skey not in ['blabla']), + 'perYearType' : 'lnN' +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'shape', + 'samples' : dict((skey, '1.020') for skey in mcln if skey not in ['blabla']), + 'perYearType' : 'lnN' +} + + + + +nuisances['test_lnn'] = { + 'name' : 'mynuisance', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']), + 'perYearType' : 'lnN' +} + + + +# +# AM: if different for the different years then to be tranformed into a shape uncertainty +# + + + + + + + + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/Hgg/Run2/plot.py b/Hgg/Run2/plot.py new file mode 100644 index 00000000..08b1e221 --- /dev/null +++ b/Hgg/Run2/plot.py @@ -0,0 +1,363 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +#groupPlot['Fake'] = { + #'nameHR' : 'Non-prompt', + #'isSignal' : 0, + #'color' : 921, # kGray + 1 + #'samples' : ['Fake_mm','Fake_em','Fake_ee'] +#} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + #'color' : 810, # kOrange + 10 + 'color' : 408, # kGreen - 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +#groupPlot['ZgS'] = { + #'nameHR' : "Z#gamma*", + #'isSignal' : 0, + #'color' : 617, + #'samples' : ['ZgS'] +#} + +groupPlot['Higgs'] = { + 'nameHR' : 'H>WW/#tau#tau', + 'isSignal' : 0, + 'color' : 634, # kRed+2 + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +#groupPlot['WH_minus'] = { + #'nameHR' : 'W^{-} H (x 10)', + #'isSignal' : 0, + #'color' : 600, # kBlue + #'samples' : ['WH_hww_minus','WH_htt_minus'] +#} + +#groupPlot['WH_plus'] = { + #'nameHR' : 'W^{+} H (x 10)', + #'isSignal' : 0, + #'color' : 632, # kRed + #'samples' : ['WH_hww_plus', 'WH_htt_plus'] +#} + +groupPlot['Hgluglu'] = { + 'nameHR' : 'H>gluglu x 100', + 'isSignal' : 1, + 'color' : 632, # kRed + 'samples' : ['Hgluglu'] +} + + +# groupPlot['HglugluAlt'] = { +# 'nameHR' : 'H>gluglu (split) x 100', +# 'isSignal' : 3, +# # 'color' : 633, # kRed+1 +# 'color' : 857, # kAzure -3 +# 'samples' : ['ggZHgluglu', 'qqZHgluglu'] +# } + + + + +# keys here must match keys in samples.py + +plot = {} + + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +plot['Hgluglu'] = { + 'nameHR' : 'Hgluglu', + 'color' : 632, # kRed + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['ggZHgluglu'] = { + 'nameHR' : 'ggZHgluglu', + 'color' : 857, # kAzure -3 + # 'color' : 634, # kRed+2 + 'isSignal' : 3, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['qqZHgluglu'] = { + 'nameHR' : 'qqZHgluglu', + 'color' : 856, # kAzure -4 + # 'color' : 633, # kRed+1 + 'isSignal' : 3, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + + + +##################### +# Other backgrounds # +##################### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 59.8 + 41.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/Hgg/Run2/samples.py b/Hgg/Run2/samples.py new file mode 100644 index 00000000..5f384fdf --- /dev/null +++ b/Hgg/Run2/samples.py @@ -0,0 +1,66 @@ +import os,glob + +# +# +# list of samples +# - maybe additional information might be added in the dictionary +# + +# samples = {} + +try: + len(samples) +except NameError: + # import collections + # samples = collections.OrderedDict() + samples = {} + + +samples["Hgluglu"] = { +} + +samples['DY'] = { +} + +samples['top'] = { +} + +samples['Vg'] = { +} + +samples['VgS'] = { +} + +samples['WZ'] = { +} + +samples['ZZ'] = { +} + +samples['VVV'] = { +} + +samples['ggH_hww'] = { +} + +samples['qqH_hww'] = { +} + +samples['ZH_hww'] = { +} + +samples['ggZH_hww'] = { +} + +samples['WH_hww_plus'] = { +} + +samples['WH_hww_minus'] = { +} + +samples['ttH_hww'] = { +} + +samples['DATA'] = { +} + diff --git a/Hgg/Run2/structure.py b/Hgg/Run2/structure.py new file mode 100644 index 00000000..b3b42ba3 --- /dev/null +++ b/Hgg/Run2/structure.py @@ -0,0 +1,177 @@ +# +# structure configuration for datacard +# + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs + +structure['Hgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +# structure['qqZHgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } +# +# structure['ggZHgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } +# +# structure['WHgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } +# + + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +# structure['ggH_htt'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# } +# +# structure['qqH_htt'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# } +# +# structure['ZH_htt'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# } +# +# structure['WH_htt_plus'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } +# +# structure['WH_htt_minus'] = { +# 'isSignal' : 0, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} + + diff --git a/Hgg/Run2/variables.py b/Hgg/Run2/variables.py new file mode 100644 index 00000000..08e2094f --- /dev/null +++ b/Hgg/Run2/variables.py @@ -0,0 +1,26 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +# variables = {} + +# variables['ttree_variable'] = { +# 'tree': {'LeptonPt1': 'Lepton_pt[0]'}, +# 'cuts': ['sr'] +# } + +variables['ptj1'] = { + 'name': 'Alt(CleanJet_pt,0,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 1st jet', + 'fold' :3 +} + +variables['ptj2'] = { + 'name': 'Alt(CleanJet_pt,1,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 2nd jet', + 'fold' :3 +} + + From 0adcf88c3931305972412f15c4bc5ede76c1f620 Mon Sep 17 00:00:00 2001 From: Andrea Massironi Date: Tue, 28 Apr 2026 15:58:44 +0200 Subject: [PATCH 44/44] add 2017 and 1-lepton --- Hgg/2017UL/README.md | 97 + Hgg/2017UL/aliases.py | 318 ++ Hgg/2017UL/configuration.py | 101 + Hgg/2017UL/cuts.py | 56 + Hgg/2017UL/nuisances.py | 87 + Hgg/2017UL/plot.py | 363 ++ Hgg/2017UL/samples.py | 468 +++ Hgg/2017UL/structure.py | 175 + Hgg/2017UL/variables.py | 195 ++ Hgg/2018UL1l/README.md | 224 ++ Hgg/2018UL1l/aliases.py | 438 +++ Hgg/2018UL1l/configuration.py | 101 + Hgg/2018UL1l/cuts.py | 33 + Hgg/2018UL1l/nuisances.py | 398 +++ Hgg/2018UL1l/plot.py | 402 +++ Hgg/2018UL1l/postproc.C | 43 + Hgg/2018UL1l/postproc.h | 5883 +++++++++++++++++++++++++++++++++ Hgg/2018UL1l/postprocData.C | 43 + Hgg/2018UL1l/postprocData.h | 5412 ++++++++++++++++++++++++++++++ Hgg/2018UL1l/repeat.sh | 27 + Hgg/2018UL1l/samples.py | 561 ++++ Hgg/2018UL1l/structure.py | 188 ++ Hgg/2018UL1l/variables.py | 175 + Hgg/Run2/nuisances.py | 8 + 24 files changed, 15796 insertions(+) create mode 100644 Hgg/2017UL/README.md create mode 100644 Hgg/2017UL/aliases.py create mode 100644 Hgg/2017UL/configuration.py create mode 100644 Hgg/2017UL/cuts.py create mode 100644 Hgg/2017UL/nuisances.py create mode 100644 Hgg/2017UL/plot.py create mode 100644 Hgg/2017UL/samples.py create mode 100644 Hgg/2017UL/structure.py create mode 100644 Hgg/2017UL/variables.py create mode 100644 Hgg/2018UL1l/README.md create mode 100644 Hgg/2018UL1l/aliases.py create mode 100644 Hgg/2018UL1l/configuration.py create mode 100644 Hgg/2018UL1l/cuts.py create mode 100644 Hgg/2018UL1l/nuisances.py create mode 100644 Hgg/2018UL1l/plot.py create mode 100644 Hgg/2018UL1l/postproc.C create mode 100644 Hgg/2018UL1l/postproc.h create mode 100644 Hgg/2018UL1l/postprocData.C create mode 100644 Hgg/2018UL1l/postprocData.h create mode 100644 Hgg/2018UL1l/repeat.sh create mode 100644 Hgg/2018UL1l/samples.py create mode 100644 Hgg/2018UL1l/structure.py create mode 100644 Hgg/2018UL1l/variables.py diff --git a/Hgg/2017UL/README.md b/Hgg/2017UL/README.md new file mode 100644 index 00000000..73170eb5 --- /dev/null +++ b/Hgg/2017UL/README.md @@ -0,0 +1,97 @@ +# H > gluon gluon + +ZH production of H>gg, 2017 + + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2017UL + + cd ../../../mkShapesRDF/ + source start.sh + cd - + + +(development folder) + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2017UL + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/mkShapesRDF/ + source start.sh + cd - + + +### Compile the configuration folder + + mkShapesRDF -c 1 + +### Run the analysis + +Produce histograms using batch: + + mkShapesRDF -o 0 -f . -b 1 + + mkShapesRDF -c 1 -o 0 -f . -b 1 + + mkShapesRDF --submit + +Check jobs status: + + mkShapesRDF -o 1 -f . + + + mkShapesRDF --check + + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + + mkShapesRDF --resubmit 1 + + +Options meanings: +- -o: operationMode: + - 0 run analysis + - 1 check batch output and errs + - 2 merge root files +- -f: folder: it represents the path to the analysis folder +- -b: batch mode: + - 0 (default) runs on local + - 1 runs with condor +- -r: resubmit jobs: + -1 resubmit finished jobs with errors + - 2 resubmit running jobs + +### Merge rootfiles + +Once all the jobs have finished, you can merge them: + + mkShapesRDF -o 2 -f . + + mkShapesRDF --histoadd + +### Plot distributions + + mkPlot + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png --plotNormalizedDistributions + + +### to check kerberos + + klist + + +### make datacards + + mkDatacards --outputDirDatacard datacards + + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt4 + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt5future + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt6future + + diff --git a/Hgg/2017UL/aliases.py b/Hgg/2017UL/aliases.py new file mode 100644 index 00000000..70d91487 --- /dev/null +++ b/Hgg/2017UL/aliases.py @@ -0,0 +1,318 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR +#/afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2018UL +configurations = os.path.dirname(configurations) # Hgg +#configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc_special = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu', 'qqZHgluglu', 'ggZHgluglu')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +aliases['LepWPCut'] = { + 'expr' : 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ + ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ + && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', + #'samples': mc + ['DATA'] + 'samples': mc_special + ['DATA'] +} + +# Lepton SF (not considering the ttHMVA discriminant) +aliases['LepWPSF'] = { + 'expr' : 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, + #'samples' : mc + 'samples' : mc_special +} + + + + +# Fake leptons transfer factor +aliases['fakeW'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP, + 'samples': ['Fake'] +} +# And variations - already divided by central values in formulas ! +aliases['fakeWEleUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleUp', + 'samples': ['Fake'] +} +aliases['fakeWEleDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleDown', + 'samples': ['Fake'] +} +aliases['fakeWMuUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuUp', + 'samples': ['Fake'] +} +aliases['fakeWMuDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuDown', + 'samples': ['Fake'] +} +aliases['fakeWStatEleUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleUp', + 'samples': ['Fake'] +} +aliases['fakeWStatEleDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleDown', + 'samples': ['Fake'] +} +aliases['fakeWStatMuUp'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuUp', + 'samples': ['Fake'] +} +aliases['fakeWStatMuDown'] = { + 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuDown', + 'samples': ['Fake'] +} + + + + +# Charge-flip efficiencies and uncertainties +#aliases['ttHMVA_eff_flip_2l'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + #'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc + ['DATA','Fake'], +#} + +#aliases['ttHMVA_eff_err_flip_2l'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + #'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc + ['DATA','Fake'], +#} + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +#################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL17 +#################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1355' +bWP_medium_deepB = '0.4506' +bWP_tight_deepB = '0.7738' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0532' +bWP_medium_deepFlavB = '0.3040' +bWP_tight_deepFlavB = '0.7476' + + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + #'samples': mc + 'samples' : mc_special +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + #'samples': mc + 'samples' : mc_special +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + #'samples': mc + 'samples' : mc_special +} +# +# for shift in ['jesAbsolute', 'jesAbsolute_2017', 'jesBBEC1', 'jesBBEC1_2017', 'jesEC2', +# 'jesEC2_2017', 'jesFlavorQCD', 'jesHF', 'jesHF_2017', 'jesRelativeBal', +# 'jesRelativeSample_2017']: +# for var in ['up','down']: +# aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { +# 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', +# 'samples' : mc +# } +# +# for shift in ['jesAbsolute', 'jesAbsolute_2017', 'jesBBEC1', 'jesBBEC1_2017', 'jesEC2', +# 'jesEC2_2017', 'jesFlavorQCD', 'jesHF', 'jesHF_2017', 'jesRelativeBal', +# 'jesRelativeSample_2017', 'lf', 'hf', 'lfstats1', 'lfstats2', +# 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: +# +# for targ in ['bVeto', 'bReq']: +# alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) +# alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) +# +# alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) +# alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) +# +# aliases['btagSF%sup' % shift] = { +# 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), +# #'samples': mc +# 'samples' : mc_special +# } +# +# aliases['btagSF%sdown' % shift] = { +# 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), +# #'samples': mc +# 'samples' : mc_special +# } +# + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + #'samples': mc + 'samples' : mc_special +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + #'samples': mc + 'samples' : mc_special +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + #'samples': mc + 'samples' : mc_special +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# gen-matching to prompt only (GenLepMatch2l matches to *any* gen lepton) +aliases['PromptGenLepMatch2l'] = { + 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', + #'samples': mc + 'samples' : mc_special +} + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +aliases['SFweight'] = { + #'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + 'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF']), + #'samples': mc + 'samples' : mc_special +} + +# variations +aliases['SFweightEleUp'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Up', + #'samples': mc + 'samples' : mc_special +} +aliases['SFweightEleDown'] = { + 'expr': 'LepSF2l__ele_'+eleWP+'__Do', + #'samples': mc + 'samples' : mc_special +} + +aliases['SFweightMuUp'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Up', + #'samples': mc + 'samples' : mc_special +} +aliases['SFweightMuDown'] = { + 'expr': 'LepSF2l__mu_'+muWP+'__Do', + #'samples': mc + 'samples' : mc_special +} + +# TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +aliases['SFtriggUp'] = { + 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', + #'samples': mc + 'samples' : mc_special +} +aliases['SFtriggDown'] = { + 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', + #'samples': mc + 'samples' : mc_special +} + +# Veto events in the problematic region: +# electrons or jets in: +# (-1.57 < phi < -0.87) , (-2.5 < eta < -1.3) +aliases['hole_veto'] = { + 'expr': '( ( (Lepton_eta[0] < -1.3 && Lepton_eta[0] > -2.5 ) && (Lepton_phi[0] > -1.57 && Lepton_phi[0] < -0.87) && (abs(Lepton_pdgId[0])==11) ) \ + || ( (Lepton_eta[1] < -1.3 && Lepton_eta[1] > -2.5 ) && (Lepton_phi[1] > -1.57 && Lepton_phi[1] < -0.87) && (abs(Lepton_pdgId[1])==11) ) \ + || ( (Alt(CleanJet_eta, 0, 99) < -1.3 && (Alt(CleanJet_eta, 0, -99) > -2.5)) && (Alt(CleanJet_phi, 0, -99) > -1.57 && Alt(CleanJet_phi, 0, 99) < -0.87) ) \ + || ( (Alt(CleanJet_eta, 1, 99) < -1.3 && (Alt(CleanJet_eta, 1, -99) > -2.5)) && (Alt(CleanJet_phi, 1, -99) > -1.57 && Alt(CleanJet_phi, 1, 99) < -0.87) ) \ + ) ', +} + +# Evaluate BDT discriminant +#aliases['BDT_WHSS_TopSemileptonic_v9'] = { + #'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2018/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + #'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + #'samples' : mc + ['DATA','Fake'], +#} diff --git a/Hgg/2017UL/configuration.py b/Hgg/2017UL/configuration.py new file mode 100644 index 00000000..3c80fdc2 --- /dev/null +++ b/Hgg/2017UL/configuration.py @@ -0,0 +1,101 @@ +# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# Tag used to identify the configuration folder version +tag = 'Hgg2l_2017' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + + +# Path to ouput folder +outputFolder = "rootFiles" +# Path to ouput folder +#outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +#if site == 'kit': + #outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) +# +lumi = 41.48 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/Hgg/2017UL/cuts.py b/Hgg/2017UL/cuts.py new file mode 100644 index 00000000..f8499816 --- /dev/null +++ b/Hgg/2017UL/cuts.py @@ -0,0 +1,56 @@ +# cuts + +cuts = {} + +preselections = 'mll>12 \ + && Lepton_pt[0]>25 \ + && Lepton_pt[1]>10 \ + && (abs(Lepton_pdgId[1])==13 || Lepton_pt[1]>13) \ + && abs(Lepton_eta[0])<2.5 && abs(Lepton_eta[1])<2.5 \ + && bVeto \ + ' + + #&& bVeto \ + #&& PuppiMET_pt > 30 \ + #&& !hole_veto \ + + +## Same-sign control region in the 0 jet bin: used in the WH3l category. Considering different flavor to avoid DY +#cuts['wh3l_13TeV_OS_CR'] = { + #'expr' : 'Alt(Lepton_pt,2,0) < 15 && abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13 && Alt(CleanJet_pt,0,0) < 30', + #'categories' : { + #'pt2ge20' : 'Lepton_pdgId[0]*Lepton_pdgId[1]<0', + #} +#} + + + +cuts['DY'] = { + 'expr' : 'Alt(Lepton_pt,2,0) < 15 && (abs(Lepton_pdgId[0])==abs(Lepton_pdgId[1]))', + 'categories' : { + '0j' : 'Alt(CleanJet_pt,0,0) < 30', + '1j' : 'Alt(CleanJet_pt,1,0) < 30 && Alt(CleanJet_pt,0,0) > 30', + '2j' : 'Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + } +} + + + +cuts['Sig'] = { + 'expr' : 'Alt(Lepton_pt,2,0) < 15 && (abs(Lepton_pdgId[0])==abs(Lepton_pdgId[1])) && Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + 'categories' : { + 'mllZ' : 'mll>60 && mll< 120', + 'mllZpt1' : 'mll>80 && mll< 100 && Lepton_pt[0]>40', + 'mllZpt1qgl' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5', + 'mllZpt1qglmet' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60', + 'mllZpt1qglmetbVeto' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto', + 'opt1' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3', + 'opt2' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3 && mjj<160 && mjj>60 && dphilljetjet>1', + 'opt3' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<3 && mjj<160 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7', + 'opt4' : 'mll>80 && mll< 100 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 50', + 'opt5future' : 'mll>85 && mll< 95 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.1 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.1 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 50 && Alt(CleanJet_eta,1,0) < 2.5 && Alt(CleanJet_eta,1,0) > -2.5 && Alt(CleanJet_eta,0,0) < 2.5 && Alt(CleanJet_eta,0,0) > -2.5 && Alt(Lepton_pt,0,0)>50', + 'opt6future' : 'mll>85 && mll< 95 && Lepton_pt[0]>40 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.04 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.04 && PuppiMET_pt<60 && bVeto && detajj<2 && mjj<150 && mjj>60 && dphilljetjet>1 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2) < 0.2 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.7 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)<0.7 && ptll>20 && Alt(CleanJet_pt,0,0) > 75 && Alt(CleanJet_eta,1,0) < 2.0 && Alt(CleanJet_eta,1,0) > -2.0 && Alt(CleanJet_eta,0,0) < 2.0 && Alt(CleanJet_eta,0,0) > -2.0 && Alt(Lepton_pt,0,0)>50 && ptll>100 && Lepton_pt[1]>20', + + } +} + diff --git a/Hgg/2017UL/nuisances.py b/Hgg/2017UL/nuisances.py new file mode 100644 index 00000000..e380283b --- /dev/null +++ b/Hgg/2017UL/nuisances.py @@ -0,0 +1,87 @@ +import sys +import os + +# Enable reading YR for Higgs XS and uncertainties +sys.path.append('../macros/') +#import HiggsXSection +#HiggsXS = HiggsXSection.HiggsXSection() + +nuisances = {} + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9' +fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] +mcln = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2017', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.009') for skey in mc if skey not in ['WZ']) +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'lnN', + 'samples' : dict((skey, '1.006') for skey in mc if skey not in ['WZ']) +} + + + +######################################################################## + + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/Hgg/2017UL/plot.py b/Hgg/2017UL/plot.py new file mode 100644 index 00000000..3bc3a6f6 --- /dev/null +++ b/Hgg/2017UL/plot.py @@ -0,0 +1,363 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + +#groupPlot['Fake'] = { + #'nameHR' : 'Non-prompt', + #'isSignal' : 0, + #'color' : 921, # kGray + 1 + #'samples' : ['Fake_mm','Fake_em','Fake_ee'] +#} + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['ZZ'] = { + 'nameHR' : "ZZ", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['ZZ'] +} + +groupPlot['WZ'] = { + 'nameHR' : "WZ", + 'isSignal' : 0, + 'color' : 619, # kViolet + 1 + 'samples' : ['WZ'] +} + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + #'color' : 810, # kOrange + 10 + 'color' : 408, # kGreen - 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +#groupPlot['ZgS'] = { + #'nameHR' : "Z#gamma*", + #'isSignal' : 0, + #'color' : 617, + #'samples' : ['ZgS'] +#} + +groupPlot['Higgs'] = { + 'nameHR' : 'H>WW/#tau#tau', + 'isSignal' : 0, + 'color' : 634, # kRed+2 + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +#groupPlot['WH_minus'] = { + #'nameHR' : 'W^{-} H (x 10)', + #'isSignal' : 0, + #'color' : 600, # kBlue + #'samples' : ['WH_hww_minus','WH_htt_minus'] +#} + +#groupPlot['WH_plus'] = { + #'nameHR' : 'W^{+} H (x 10)', + #'isSignal' : 0, + #'color' : 632, # kRed + #'samples' : ['WH_hww_plus', 'WH_htt_plus'] +#} + +groupPlot['Hgluglu'] = { + 'nameHR' : 'H>gluglu x 100', + 'isSignal' : 1, + 'color' : 632, # kRed + 'samples' : ['Hgluglu'] +} + + +# groupPlot['HglugluAlt'] = { +# 'nameHR' : 'H>gluglu (split) x 100', +# 'isSignal' : 3, +# # 'color' : 633, # kRed+1 +# 'color' : 857, # kAzure -3 +# 'samples' : ['ggZHgluglu', 'qqZHgluglu'] +# } + + + + +# keys here must match keys in samples.py + +plot = {} + + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +plot['Hgluglu'] = { + 'nameHR' : 'Hgluglu', + 'color' : 632, # kRed + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['ggZHgluglu'] = { + 'nameHR' : 'ggZHgluglu', + 'color' : 857, # kAzure -3 + # 'color' : 634, # kRed+2 + 'isSignal' : 3, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['qqZHgluglu'] = { + 'nameHR' : 'qqZHgluglu', + 'color' : 856, # kAzure -4 + # 'color' : 633, # kRed+1 + 'isSignal' : 3, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + + + +##################### +# Other backgrounds # +##################### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 41.5 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/Hgg/2017UL/samples.py b/Hgg/2017UL/samples.py new file mode 100644 index 00000000..51e918ae --- /dev/null +++ b/Hgg/2017UL/samples.py @@ -0,0 +1,468 @@ +import os,glob + +################################################ +################# SKIMS ######################## +################################################ + + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL17_106x_nAODv9_Full2017v9/MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__l2tightOR2017v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2017_UL2017_nAODv9_Full2017v9/DATAl1loose2017v9__l2loose__fakeW/ + +mcProduction = 'Summer20UL17_106x_nAODv9_Full2017v9' +dataReco = 'Run2017_UL2017_nAODv9_Full2017v9' +mcSteps = 'MCl1loose2017v9__MCCorr2017v9NoJERInHorn__l2tightOR2017v9{var}' +fakeSteps = 'DATAl1loose2017v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2017v9__l2loose__l2tightOR2017v9' + + + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 # why on earth would you want to limit the number of files? Debug reason?? + + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +print (" mcDirectory = " , mcDirectory) + + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def nanoGetLocalSampleFiles(path, name): + print ("nanoGetLocalSampleFiles!") + _files = s.searchFiles(path, name, redirector='') + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['B','Run2017B-UL2017-v1'], + ['C','Run2017C-UL2017-v1'], + ['D','Run2017D-UL2017-v1'], + ['E','Run2017E-UL2017-v1'], + ['F','Run2017F-UL2017-v1'], +] + +DataSets = ['MuonEG','SingleMuon','SingleElectron','DoubleMuon', 'DoubleEG'] + +DataTrig = { + 'MuonEG' : ' Trigger_ElMu' , + 'SingleMuon' : '!Trigger_ElMu && Trigger_sngMu' , + 'SingleElectron' : '!Trigger_ElMu && !Trigger_sngMu && Trigger_sngEl', + 'DoubleMuon' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && Trigger_dblMu', + 'DoubleEG' : '!Trigger_ElMu && !Trigger_sngMu && !Trigger_sngEl && !Trigger_dblMu && Trigger_dblEl' +} + + +######################################### +############ MC COMMON ################## +######################################### + +# SFweight does not include btag weights +mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' +mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*PromptGenLepMatch2l' +#mcCommonWeightMatched = 'XSWeight*SFweight*PromptGenLepMatch3l*METFilter_MC' + + + + +###### H>gluglu ####### + +# the string "ZHgg" here is very important, since the root files that will be selected must have the format "nanoLatino_ZHgg__part*.root" +#files = nanoGetSampleFiles("/eos/user/a/amassiro/HIG/", "ZHgg") +# /eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL17_106x_nAODv9_Full2017v9/MCFull2017v9/ +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL17_106x_nAODv9_Full2017v9/MCFull2017v9/", "ZHgg") +# print (" list of files Hgg = ", files) +# +samples["Hgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*0.8839*0.08187*0.033658*3", + "FilesPerJob": 1, +} + +# +# # +# # during post-processing, baseW, xsec = 1 +# # +# # xs_db["ZHgg"] = ["xsec=1.000", "kfact=1.000", "ref=X"] +# # Units in pb +# # From https://twiki.cern.ch/twiki/pub/LHCPhysics/HiggsXSBR/Higgs_XSBR_YR4_update.xlsx +# # 8.839E-01 pb +# # and the branching ratio: +# # https://twiki.cern.ch/twiki/bin/view/LHCPhysics/CERNYellowReportPageBR +# # 8.187E-02 +# # BR Z>ll: 3.3658% x 3 +# # From https://pdg.lbl.gov/2018/listings/rpp2018-list-z-boson.pdf +# # +# # ZH_HToGluGlu_ZToLL_13TeV_powheg_pythia8 +# # +# # 59000×0.8839×0.08187×0.033658×3 +# # +# +# +# +# files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ZHllHgg") +# +# samples["qqZHgluglu"] = { +# "name": files, +# #"weight": mcCommonWeight, --> missing post processing +# #"weight": 1, +# "weight": "baseW*genWeight*0.7612*0.08187*0.033658*3", +# "FilesPerJob": 200, +# } +# +# +# # +# # ggZH: 1.227E-01 pb +# # +# +# files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ggZHllHgg") +# +# samples["ggZHgluglu"] = { +# "name": files, +# #"weight": mcCommonWeight, --> missing post processing +# #"weight": 1, +# "weight": "baseW*genWeight*0.1227*0.08187*0.033658*3", +# "FilesPerJob": 200, +# } +# +# + + +########################################### +############# BACKGROUNDS ############### +########################################### + +############ DY ############ + +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ + nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +#print (" list of files DY = ", files) + +samples['DY'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + #'weight': mcCommonWeight + '*(Lepton_pdgId[0]*Lepton_pdgId[1] == -11*13)*( !(Sum(PhotonGen_isPrompt==1 && PhotonGen_pt>15 && abs(PhotonGen_eta)<2.6) > 0))', + 'FilesPerJob': 4, +} + + +##### Top ####### + +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') + + + +############ Non-charge-flip backgrounds ############ +# In case we want to estimate the charge-flip +# backgrounds in the signal region, we can use +# data. But we have to subtract all the processes +# not affected by charge-flip: +# all but DY, WW, and top + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)*1', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ WZ ############ +files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') + +samples['WZ'] = { + 'name': files, + 'weight': mcCommonWeight + ' * (gstarHigh)*1', + 'FilesPerJob': 4 +} +addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +############ ZZ ############ +files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ + nanoGetSampleFiles(mcDirectory, 'ZZTo4L') + +samples['ZZ'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 2 +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 2 +} +signals.append('ttH_hww') + +# ############ H->TauTau ############ +# samples['ggH_htt'] = { +# 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), +# 'weight': mcCommonWeight + '*1', +# 'FilesPerJob': 20 +# } +# signals.append('ggH_htt') +# +# samples['qqH_htt'] = { +# 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), +# 'weight': mcCommonWeight + '*1', +# 'FilesPerJob': 10 +# } +# signals.append('qqH_htt') +# +# samples['ZH_htt'] = { +# 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), +# 'weight': mcCommonWeight + '*1', +# 'FilesPerJob': 4 +# } +# signals.append('ZH_htt') +# +# ############ WH H->TauTau ############ +# samples['WH_htt_plus'] = { +# 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), +# 'weight': mcCommonWeight + '*1', +# 'FilesPerJob': 4 +# } +# signals.append('WH_htt_plus') +# +# samples['WH_htt_minus'] = { +# 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), +# 'weight': mcCommonWeight + '*1', +# 'FilesPerJob': 4 +# } +# signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +#samples['Fake'] = { + #'name': [], + #'weight': 'METFilter_DATA*fakeW*1', + #'weights': [], + #'isData': ['all'], + #'FilesPerJob': 50 +#} + +#for _, sd in DataRun: + #for pd in DataSets: + #tag_data = pd + '_' + sd + + #if ( ('DoubleMuon' in pd and 'Run2018B' in sd) + #or ('DoubleMuon' in pd and 'Run2018D' in sd) + #or ('SingleMuon' in pd and 'Run2018A' in sd) + #or ('SingleMuon' in pd and 'Run2018B' in sd) + #or ('SingleMuon' in pd and 'Run2018C' in sd)): + #print("sd = {}".format(sd)) + #print("pd = {}".format(pd)) + #print("Old tag = {}".format(tag_data)) + #tag_data = tag_data.replace('v1','v2') + #print("New tag = {}".format(tag_data)) + + #files = nanoGetSampleFiles(fakeDirectory, tag_data) + + #samples['Fake']['name'].extend(files) + #addSampleWeight(samples, 'Fake', tag_data, DataTrig[pd]) + +#samples['Fake']['subsamples'] = { + #'em': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*13', + #'mm': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 13*13', + #'ee': 'abs(Lepton_pdgId[0]*Lepton_pdgId[1]) == 11*11' +#} + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut*METFilter_DATA*1', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) + + +# +# +# run only on Hgluglu +# +# +# samples = {'Hgluglu': samples['Hgluglu']} + + + diff --git a/Hgg/2017UL/structure.py b/Hgg/2017UL/structure.py new file mode 100644 index 00000000..576ba225 --- /dev/null +++ b/Hgg/2017UL/structure.py @@ -0,0 +1,175 @@ +# +# structure configuration for datacard +# + +# keys here must match keys in samples.py + +structure = {} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs + +structure['Hgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +# structure['qqZHgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } +# +# structure['ggZHgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } +# +# structure['WHgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } + + + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/Hgg/2017UL/variables.py b/Hgg/2017UL/variables.py new file mode 100644 index 00000000..a36c2e97 --- /dev/null +++ b/Hgg/2017UL/variables.py @@ -0,0 +1,195 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +# variables['ttree_variable'] = { +# 'tree': {'LeptonPt1': 'Lepton_pt[0]'}, +# 'cuts': ['sr'] +# } + +variables['ptj1'] = { + 'name': 'Alt(CleanJet_pt,0,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 1st jet', + 'fold' :3 +} + +variables['ptj2'] = { + 'name': 'Alt(CleanJet_pt,1,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 2nd jet', + 'fold' :3 +} + +variables['qglj1'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'QGL 1st jet', + 'fold' :3 +} + + +variables['qglj1morebins'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[0],2)', + 'range': (20, -0.01, 0.3), + 'xaxis': 'QGL 1st jet', + 'fold' :3 +} + +variables['qglj2'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'QGL 2nd jet', + 'fold' :3 +} + + +variables['etaj1'] = { + 'name': 'Alt(CleanJet_eta,0,0)', + 'range': (100, -5, 5), + 'xaxis': '#eta 1st jet', + 'fold' :3 +} + +variables['etaj2'] = { + 'name': 'Alt(CleanJet_eta,1,0)', + 'range': (100, -5, 5), + 'xaxis': '#eta 2nd jet', + 'fold' :3 +} + + + +variables['btagDeepBj1'] = { + 'name': 'Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagDeepB 1st jet', + 'fold' :3 +} + +variables['btagDeepBj2'] = { + 'name': 'Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagDeepB 2nd jet', + 'fold' :3 +} + + +variables['btagCSVV2j1'] = { + 'name': 'Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagCSVV2 1st jet', + 'fold' :3 +} + +variables['btagCSVV2j2'] = { + 'name': 'Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagCSVV2 2nd jet', + 'fold' :3 +} + + + +#Take(Jet_btagDeepFlavB, CleanJet_jetIdx), 0) +#Jet_btagDeepFlavB[CleanJet_jetIdx[0]] +#Alt(Take(Jet_btagDeepFlavB, CleanJet_jetIdx), 1, -99) -999.99*(CleanJet_pt[1]<20) +# +#Take(Jet_btagDeepFlavB, CleanJet_jetIdx)[0] +#Jet_btagDeepFlavB[CleanJet_jetIdx[0]] +# + +variables['mjj'] = { 'name': 'mjj', # variable name + 'range' : (20, 0, 200), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['mjjbins'] = { 'name': 'mjj', # variable name + 'range' : (100, 0, 200), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['ptll'] = { 'name': 'ptll', + 'range' : (100, 0, 600), + 'xaxis' : 'p_{T}^{ll} [GeV]', + 'fold' : 3 + } + +variables['mll'] = { 'name': 'mll', + 'range' : (100, 0,200), + 'xaxis' : 'm_{ll} [GeV]', + 'fold' : 3 + } + + +variables['ptl1'] = { 'name': 'Lepton_pt[0]', + 'range' : (60,0,300), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 3 + } + + +variables['ptl1lessbins'] = { 'name': 'Lepton_pt[0]', + 'range' : (20,0,300), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 3 + } + +variables['ptl2'] = { 'name': 'Lepton_pt[1]', + 'range' : (60,0,300), + 'xaxis' : 'p_{T} 2nd lep', + 'fold' : 3 + } + + +variables['puppimet'] = { + 'name': 'PuppiMET_pt', + 'range' : (100,0,200), + 'xaxis' : 'puppimet [GeV]', + 'fold' : 3 + } + +variables['detajj'] = { 'name': 'detajj', + 'range' : (100, 0.0, 9.0), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 + } + +variables['dphijj'] = { 'name': 'dphijj', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 + } + + +#variables['drjj'] = { 'name': 'drjj', + #'range' : (100, 0.0, 9.0), + #'xaxis' : '#DeltaR_{jj}', + #'fold' : 3 + #} + +# +# ll jetjet +# + +variables['dphilljet'] = { 'name': 'dphilljet', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{ll,j}', + 'fold' : 3 + } + +variables['dphilljetjet'] = { 'name': 'dphilljetjet', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{ll,jj}', + 'fold' : 3 + } + + + + + + diff --git a/Hgg/2018UL1l/README.md b/Hgg/2018UL1l/README.md new file mode 100644 index 00000000..dd19088b --- /dev/null +++ b/Hgg/2018UL1l/README.md @@ -0,0 +1,224 @@ +# H > gluon gluon + +ZH production of H>gg + +### Load the mkShapesRDF environment + +Here, we assume `PlotsConfigurationsRun3` was installed in the same directory as `mkShapesRDF`. E.g., let's assume we have a `Run3` directory where we installed both `mkShapesRDF` and `PlotsConfigurationsRun3`. + +Then, we can source the `mkShapesRDF` environment using these commands: + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL1l + + cd ../../../mkShapesRDF/ + source start.sh + cd - + + +(development folder) + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL1l + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/mkShapesRDF/ + source start.sh + cd - + + +### Compile the configuration folder + + mkShapesRDF -c 1 + +### Run the analysis + +Produce histograms using batch: + + mkShapesRDF -o 0 -f . -b 1 + + mkShapesRDF -c 1 -o 0 -f . -b 1 + + mkShapesRDF --submit + +Check jobs status: + + mkShapesRDF -o 1 -f . + + + mkShapesRDF --check + + +Resubmit failed jobs: + + mkShapesRDF -o 1 -f . -r 1 + + mkShapesRDF --resubmit 1 + + +Options meanings: +- -o: operationMode: + - 0 run analysis + - 1 check batch output and errs + - 2 merge root files +- -f: folder: it represents the path to the analysis folder +- -b: batch mode: + - 0 (default) runs on local + - 1 runs with condor +- -r: resubmit jobs: + -1 resubmit finished jobs with errors + - 2 resubmit running jobs + +### Merge rootfiles + +Once all the jobs have finished, you can merge them: + + mkShapesRDF -o 2 -f . + + mkShapesRDF --histoadd + +### Plot distributions + + mkPlot + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png + mkPlot --onlyPlot cratio --showIntegralLegend 1 --fileFormats png --plotNormalizedDistributions + + +### to check kerberos + + klist + + +### make datacards + + mkDatacards --outputDirDatacard datacards + + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt4 + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt5future + mkDatacards --outputDirDatacard datacards --onlyVariables mjjbins,mjj --onlyCuts Sig_opt6future + + + +### likelihood scan + + cd /afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL + cd /afs/cern.ch/user/a/amassiro/work/Combine/CMSSW_14_1_0_pre4/src/ + cmsenv + cd - + + + combine -M FitDiagnostics --rMin -300 --rMax 302 datacards/Sig_opt4/mjj/datacard.txt -t -1 > result.mcasimov.rfit.txt + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 > result.mcasimov.Significance.txt + + + https://twiki.cern.ch/twiki/bin/view/CMS/HWWCombineTools + https://twiki.cern.ch/twiki/bin/viewauth/CMS/HiggsWG/SWGuideHiggsProjections + + lumiscale rateParam * * 1 + nuisance edit freeze lumiscale + + lumi 2018 = 59.83 + lumi run 2 ~ 140 = lumi(2018) *2.5 + lumi run 1+2+3 ~ 500 = lumi(2018) * 8.5 + + + + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt4/mjj/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + + + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + combine -M Significance datacards/Sig_opt4/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1000 --expectSignal=1 > result.mcasimov.Significance.ahah.txt + + + cat result.mcasimov.Significance.2018.txt result.mcasimov.Significance.run2.txt result.mcasimov.Significance.run123.txt | grep "Significance:" + cat result.mcasimov.Significance.2018.txt result.mcasimov.Significance.run2.txt result.mcasimov.Significance.run123.txt result.mcasimov.Significance.ahah.txt | grep "Significance:" + + + combine -M Significance datacards/Sig_opt5future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt5future/mjj/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt5future/mjj/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + + + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.2018.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=2.5 --expectSignal=1 > result.mcasimov.Significance.run2.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=8.5 --expectSignal=1 > result.mcasimov.Significance.run123.txt + + + cat result.mcasimov.Significance.2018.txt result.mcasimov.Significance.run2.txt result.mcasimov.Significance.run123.txt | grep "Significance:" + + + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.1.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=2 --expectSignal=1 > result.mcasimov.Significance.2.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=4 --expectSignal=1 > result.mcasimov.Significance.4.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=8 --expectSignal=1 > result.mcasimov.Significance.8.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=20 --expectSignal=1 > result.mcasimov.Significance.20.txt + combine -M Significance datacards/Sig_opt5future/mjjbins/datacard.txt -t -1 --setParameters lumiscale=40 --expectSignal=1 > result.mcasimov.Significance.40.txt + + + cat result.mcasimov.Significance.1.txt result.mcasimov.Significance.2.txt result.mcasimov.Significance.4.txt result.mcasimov.Significance.8.txt result.mcasimov.Significance.20.txt result.mcasimov.Significance.40.txt | grep "Significance:" + + + + + + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=1 --expectSignal=10000 > result.mcasimov.FitDiagnostics.1.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=2 --expectSignal=10000 > result.mcasimov.FitDiagnostics.2.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=4 --expectSignal=10000 > result.mcasimov.FitDiagnostics.4.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=8 --expectSignal=10000 > result.mcasimov.FitDiagnostics.8.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=20 --expectSignal=10000 > result.mcasimov.FitDiagnostics.20.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=40 --expectSignal=10000 > result.mcasimov.FitDiagnostics.40.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=100 --expectSignal=10000 > result.mcasimov.FitDiagnostics.100.txt + combine -M FitDiagnostics datacards/Sig_opt5future/mjjbins/datacard.txt --rMin -300 --rMax 13002 -t -1 --setParameters lumiscale=200 --expectSignal=10000 > result.mcasimov.FitDiagnostics.200.txt + + + cat result.mcasimov.FitDiagnostics.1.txt result.mcasimov.FitDiagnostics.2.txt result.mcasimov.FitDiagnostics.4.txt result.mcasimov.FitDiagnostics.8.txt result.mcasimov.FitDiagnostics.20.txt result.mcasimov.FitDiagnostics.40.txt result.mcasimov.FitDiagnostics.100.txt result.mcasimov.FitDiagnostics.200.txt | grep "Best fit r:" + + + + + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=1 --expectSignal=100 > result.mcasimov.FitDiagnostics.1.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=2 --expectSignal=100 > result.mcasimov.FitDiagnostics.2.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=4 --expectSignal=100 > result.mcasimov.FitDiagnostics.4.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=8 --expectSignal=100 > result.mcasimov.FitDiagnostics.8.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=20 --expectSignal=100 > result.mcasimov.FitDiagnostics.20.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=40 --expectSignal=100 > result.mcasimov.FitDiagnostics.40.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=100 --expectSignal=100 > result.mcasimov.FitDiagnostics.100.txt + combine -M FitDiagnostics datacards/Sig_opt6future/mjj/datacard.txt --rMin -300 --rMax 302 -t -1 --setParameters lumiscale=200 --expectSignal=100 > result.mcasimov.FitDiagnostics.200.txt + + + cat result.mcasimov.FitDiagnostics.1.txt result.mcasimov.FitDiagnostics.2.txt result.mcasimov.FitDiagnostics.4.txt result.mcasimov.FitDiagnostics.8.txt result.mcasimov.FitDiagnostics.20.txt result.mcasimov.FitDiagnostics.40.txt result.mcasimov.FitDiagnostics.100.txt result.mcasimov.FitDiagnostics.200.txt | grep "Best fit r:" + + + + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=100 > result.mcasimov.Significance.1.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=2 --expectSignal=100 > result.mcasimov.Significance.2.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=4 --expectSignal=100 > result.mcasimov.Significance.4.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=8 --expectSignal=100 > result.mcasimov.Significance.8.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=20 --expectSignal=100 > result.mcasimov.Significance.20.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=40 --expectSignal=100 > result.mcasimov.Significance.40.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=100 --expectSignal=100 > result.mcasimov.Significance.100.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=200 --expectSignal=100 > result.mcasimov.Significance.200.txt + + + cat result.mcasimov.Significance.1.txt result.mcasimov.Significance.2.txt result.mcasimov.Significance.4.txt result.mcasimov.Significance.8.txt result.mcasimov.Significance.20.txt result.mcasimov.Significance.40.txt result.mcasimov.Significance.100.txt result.mcasimov.Significance.200.txt | grep "Significance:" + + + + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 > result.mcasimov.Significance.1.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=2 --expectSignal=1 > result.mcasimov.Significance.2.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=4 --expectSignal=1 > result.mcasimov.Significance.4.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=8 --expectSignal=1 > result.mcasimov.Significance.8.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=20 --expectSignal=1 > result.mcasimov.Significance.20.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=40 --expectSignal=1 > result.mcasimov.Significance.40.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=100 --expectSignal=1 > result.mcasimov.Significance.100.txt + combine -M Significance datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=200 --expectSignal=1 > result.mcasimov.Significance.200.txt + + + cat result.mcasimov.Significance.1.txt result.mcasimov.Significance.2.txt result.mcasimov.Significance.4.txt result.mcasimov.Significance.8.txt result.mcasimov.Significance.20.txt result.mcasimov.Significance.40.txt result.mcasimov.Significance.100.txt result.mcasimov.Significance.200.txt | grep "Significance:" + + + + + combine -M AsymptoticLimits datacards/Sig_opt6future/mjj/datacard.txt -t -1 --setParameters lumiscale=1 --expectSignal=1 + + diff --git a/Hgg/2018UL1l/aliases.py b/Hgg/2018UL1l/aliases.py new file mode 100644 index 00000000..d116ee47 --- /dev/null +++ b/Hgg/2018UL1l/aliases.py @@ -0,0 +1,438 @@ +import os +import copy +import inspect + +# /afs/cern.ch/user/n/ntrevisa/work/latinos/Run3/PlotsConfigurationsRun3/WH_chargeAsymmetry/UL/Full2018_v9/WHSS/DY_OS_CR +#/afs/cern.ch/user/a/amassiro/work/Latinos/Framework/Hgg/Analysis/PlotsConfigurationsRun3/Hgg/2018UL +configurations = os.path.realpath(inspect.getfile(inspect.currentframe())) # this file +configurations = os.path.dirname(configurations) # 2018UL +configurations = os.path.dirname(configurations) # Hgg +#configurations = os.path.dirname(configurations) # PlotsConfigurationsRun3 + +aliases = {} +aliases = OrderedDict() + +mc = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc_special = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu', 'qqZHgluglu', 'ggZHgluglu', 'WHgluglu')] + + +# LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW +eleWP = 'mvaFall17V2Iso_WP90' +muWP = 'cut_Tight_HWWW' + +# aliases['LepWPCut'] = { +# 'expr' : 'LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW*\ +# ( ((abs(Lepton_pdgId[0])==13 && Muon_mvaTTH[Lepton_muonIdx[0]]>0.82) || (abs(Lepton_pdgId[0])==11 && Lepton_mvaTTH_UL[0]>0.90)) \ +# && ((abs(Lepton_pdgId[1])==13 && Muon_mvaTTH[Lepton_muonIdx[1]]>0.82) || (abs(Lepton_pdgId[1])==11 && Lepton_mvaTTH_UL[1]>0.90)) )', +# #'samples': mc + ['DATA'] +# 'samples': mc_special + ['DATA'] +# } + +# Lepton SF (not considering the ttHMVA discriminant) +# aliases['LepWPSF'] = { +# 'expr' : 'LepSF2l__ele_'+eleWP+'__mu_'+muWP, +# #'samples' : mc +# 'samples' : mc_special +# } + +# lepton id cut +aliases['LepWPCut_1l'] = { + 'expr' : '(Lepton_isTightElectron_'+eleWP+'[0]>0.5 || Lepton_isTightMuon_'+muWP+'[0]>0.5)', + #'samples': mc + ['DATA'] + 'samples': mc_special + ['DATA'] +} + +# Lepton id SF +aliases['LepWPWeight_1l'] = { + 'expr' : 'Lepton_tightElectron_'+eleWP+'_IdIsoSF'+'[0]* Lepton_tightMuon_'+muWP+'_IdIsoSF[0]', + #'samples' : mc + 'samples' : mc_special +} + + + + + +# ttHMVA SFs and uncertainties +#aliases['LepWPttHMVASF'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH = ttHMVASF(\"2018\", 2, \"all\", \"nominal\");')"], + #'expr' : 'ttH(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} + +#aliases['LepWPttHMVASFEleUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleUp = ttHMVASF(\"2018\", 2, \"all\", \"eleUp\");')"], + #'expr' : 'ttH_EleUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} +#aliases['LepWPttHMVASFEleDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_EleDown = ttHMVASF(\"2018\", 2, \"all\", \"eleDown\");')"], + #'expr' : 'ttH_EleDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} + +#aliases['LepWPttHMVASFMuUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuUp = ttHMVASF(\"2018\", 2, \"all\", \"muUp\");')"], + #'expr' : 'ttH_MuUp(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} +#aliases['LepWPttHMVASFMuDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/ttHMVASF_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('ttHMVASF ttH_MuDown = ttHMVASF(\"2018\", 2, \"all\", \"muDown\");')"], + #'expr' : 'ttH_MuDown(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc, +#} + + +# Conept +#aliases['Lepton_conept'] = { + #'expr': 'LeptonConePt(Lepton_pt, Lepton_pdgId, Lepton_electronIdx, Lepton_muonIdx, Electron_jetRelIso, Muon_jetRelIso)', + #'linesToAdd': [f'#include "{configurations}/macros/LeptonConePt_class.cc"'], + #'samples': mc + ['Fake', 'DATA', 'DATA_unprescaled'] +#} + +# Fake leptons transfer factor +#aliases['fakeW'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"nominal\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +## And variations - already divided by central values in formulas ! +#aliases['fakeWEleUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleUp\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_EleUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} +#aliases['fakeWEleDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_EleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"EleDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_EleDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +#aliases['fakeWMuUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuUp\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_MuUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} +#aliases['fakeWMuDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_MuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"MuDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_MuDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +#aliases['fakeWStatEleUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleUp\", 2, \"std\", \"{configurations}\");')"], + #'expr': 'fr_reader_StatEleUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples': ['Fake'] +#} +#aliases['fakeWStatEleDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatEleDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatEleDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_StatEleDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + +#aliases['fakeWStatMuUp'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuUp = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuUp\", 2, \"std\", \"{configurations}\");')"], + #'expr': 'fr_reader_StatMuUp(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} +#aliases['fakeWStatMuDown'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/fake_rate_reader_class.cc"'], + #'linesToProcess' : [f"ROOT.gInterpreter.Declare('fake_rate_reader fr_reader_StatMuDown = fake_rate_reader(\"2018\", \"90\", \"82\", 0.90, 0.82, \"StatMuDown\", 2, \"std\", \"{configurations}\");')"], + #'expr' : 'fr_reader_StatMuDown(Lepton_pdgId, Lepton_eta, Lepton_isTightMuon_cut_Tight_HWWW, Lepton_isTightElectron_mvaFall17V2Iso_WP90, Lepton_mvaTTH_UL, Muon_mvaTTH, Lepton_muonIdx, CleanJet_pt, nCleanJet)', + #'samples' : ['Fake'] +#} + + + +# Fake leptons transfer factor +# aliases['fakeW'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP, +# 'samples': ['Fake'] +# } +# # And variations - already divided by central values in formulas ! +# aliases['fakeWEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_EleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_MuDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatEleDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statEleDown', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuUp'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuUp', +# 'samples': ['Fake'] +# } +# aliases['fakeWStatMuDown'] = { +# 'expr': 'fakeW2l_ele_'+eleWP+'_mu_'+muWP+'_statMuDown', +# 'samples': ['Fake'] +# } + + + + +# Charge-flip efficiencies and uncertainties +#aliases['ttHMVA_eff_flip_2l'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + #'expr' : 'flipper(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc + ['DATA','Fake'], +#} + +#aliases['ttHMVA_eff_err_flip_2l'] = { + #'linesToAdd' : [f'#include "{configurations}/macros/flipper_eff_class.cc"'], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('flipper_eff flipper_unc = flipper_eff(\"UL_2018\", 2, \"Total_SF\", \"false\");')"], + #'expr' : 'flipper_unc(Lepton_pt, Lepton_eta, Lepton_pdgId)', + #'samples' : mc + ['DATA','Fake'], +#} + + +# No jet with pt > 30 GeV +aliases['zeroJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) < 30.' +} + +aliases['oneJet'] = { + 'expr': 'Alt(CleanJet_pt, 0, 0) > 30. && Alt(CleanJet_pt, 1, 0) < 30.' +} + +aliases['multiJet'] = { + 'expr': 'Alt(CleanJet_pt, 1, 0) > 30.' +} + +#################################################################################### +# b tagging WPs: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL18 +#################################################################################### + +# DeepB = DeepCSV +bWP_loose_deepB = '0.1208' +bWP_medium_deepB = '0.4168' +bWP_tight_deepB = '0.7665' + +# DeepFlavB = DeepJet +bWP_loose_deepFlavB = '0.0490' +bWP_medium_deepFlavB = '0.2783' +bWP_tight_deepFlavB = '0.7100' + +# Actual algo and WP definition. BE CONSISTENT!! +bAlgo = 'DeepB' # ['DeepB', 'DeepFlavB' ] +bWP = bWP_medium_deepB # [bWP_loose_deepB, bWP_loose_deepFlavB] +bSF = 'deepcsv' # ['deepcsv', 'deepjet' ] + +# b veto +aliases['bVeto'] = { + 'expr': 'Sum(CleanJet_pt > 20. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) == 0'.format(bAlgo, bWP) +} + +aliases['bVetoSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>20 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<20 || abs(CleanJet_eta)>2.5))))'.format(bSF), + #'samples': mc + 'samples' : mc_special +} + +# At least one b-tagged jet +aliases['bReq'] = { + 'expr': 'Sum(CleanJet_pt > 30. && abs(CleanJet_eta) < 2.5 && Take(Jet_btag{}, CleanJet_jetIdx) > {}) >= 1'.format(bAlgo, bWP) +} + +aliases['bReqSF'] = { + 'expr': 'TMath::Exp(Sum(LogVec((CleanJet_pt>30 && abs(CleanJet_eta)<2.5)*Take(Jet_btagSF_{}_shape, CleanJet_jetIdx)+1*(CleanJet_pt<30 || abs(CleanJet_eta)>2.5))))'.format(bSF), + #'samples': mc + 'samples' : mc_special +} + +# Top control region +aliases['topcr'] = { + 'expr': 'mtw2>30 && mll>50 && ((zeroJet && !bVeto) || bReq)' +} + +# WW control region +aliases['wwcr'] = { + 'expr': 'mth>60 && mtw2>30 && mll>100 && bVeto' +} + +# Overall b tag SF +aliases['btagSF'] = { + # 'expr': '(bVeto || (topcr && zeroJet))*bVetoSF + (topcr && !zeroJet)*bReqSF', + 'expr': '(bVeto)*bVetoSF + (!bVeto)*bReqSF', + #'samples': mc + 'samples' : mc_special +} + +for shift in ['jesAbsolute', 'jesAbsolute_2018', 'jesBBEC1', 'jesBBEC1_2018', 'jesEC2', + 'jesEC2_2018', 'jesFlavorQCD', 'jesHF', 'jesHF_2018', 'jesRelativeBal', + 'jesRelativeSample_2018']: + for var in ['up','down']: + aliases[f'Jet_btagSF_{bSF}_shape_{shift.replace("jes","JES")}{var[:2]}'] = { + 'expr' : f'Jet_btagSF_{bSF}_shape_{var}_{shift}', + #'samples' : mc + 'samples' : mc_special + } + +for shift in ['jesAbsolute', 'jesAbsolute_2018', 'jesBBEC1', 'jesBBEC1_2018', 'jesEC2', + 'jesEC2_2018', 'jesFlavorQCD', 'jesHF', 'jesHF_2018', 'jesRelativeBal', + 'jesRelativeSample_2018', 'lf', 'hf', 'lfstats1', 'lfstats2', + 'hfstats1', 'hfstats2', 'cferr1', 'cferr2']: + + for targ in ['bVeto', 'bReq']: + alias = aliases['%sSF%sup' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_up_{}'.format(bSF, shift)) + + alias = aliases['%sSF%sdown' % (targ, shift)] = copy.deepcopy(aliases['%sSF' % targ]) + alias['expr'] = alias['expr'].replace('btagSF_{}_shape'.format(bSF), 'btagSF_{}_shape_down_{}'.format(bSF, shift)) + + aliases['btagSF%sup' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'up'), + #'samples': mc + 'samples' : mc_special + } + + aliases['btagSF%sdown' % shift] = { + 'expr': aliases['btagSF']['expr'].replace('SF', 'SF' + shift + 'down'), + #'samples': mc + 'samples' : mc_special + } + +#################################################################################### +# End of b tagging pippone +#################################################################################### + +# Need to redefine PUID scale factors, so that they are double and not vectors +aliases['Jet_PUIDSF'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose)))', + #'samples': mc + 'samples' : mc_special +} + +aliases['Jet_PUIDSF_up'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_up)))', + #'samples': mc + 'samples' : mc_special +} + +aliases['Jet_PUIDSF_down'] = { + 'expr' : 'TMath::Exp(Sum((Jet_jetId>=2)*LogVec(Jet_PUIDSF_loose_down)))', + #'samples': mc + 'samples' : mc_special +} + + +aliases['gstarLow'] = { + 'expr': 'Gen_ZGstar_mass > 0 && Gen_ZGstar_mass < 4', + 'samples': 'VgS' +} + +aliases['gstarHigh'] = { + 'expr': 'Gen_ZGstar_mass < 0 || Gen_ZGstar_mass > 4', + 'samples': 'WZ' +} + +# # gen-matching to prompt only (GenLepMatch2l matches to *any* gen lepton) +# aliases['PromptGenLepMatch2l'] = { +# 'expr': 'Alt(Lepton_promptgenmatched, 0, 0) * Alt(Lepton_promptgenmatched, 1, 0)', +# #'samples': mc +# 'samples' : mc_special +# } + +# # PostProcessing did not create (anti)topGenPt for ST samples with _ext1 +# lastcopy = (1 << 13) + +aliases['Top_pTrw'] = { + 'expr': '(topGenPt * antitopGenPt > 0.) * (TMath::Sqrt(TMath::Exp(0.0615 - 0.0005 * topGenPt) * TMath::Exp(0.0615 - 0.0005 * antitopGenPt))) + (topGenPt * antitopGenPt <= 0.)', + 'samples': ['top'] +} + +# data/MC scale factors +# aliases['SFweight'] = { + # #'expr': ' * '.join(['SFweight2l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF', 'LepWPttHMVASF']), + # 'expr': ' * '.join(['SFweight1l', 'LepWPCut', 'LepWPSF','Jet_PUIDSF', 'btagSF']), + # #'samples': mc + # 'samples' : mc_special +# } + +# variations +# aliases['SFweightEleUp'] = { +# 'expr': 'LepSF2l__ele_'+eleWP+'__Up', +# #'samples': mc +# 'samples' : mc_special +# } +# aliases['SFweightEleDown'] = { +# 'expr': 'LepSF2l__ele_'+eleWP+'__Do', +# #'samples': mc +# 'samples' : mc_special +# } +# +# aliases['SFweightMuUp'] = { +# 'expr': 'LepSF2l__mu_'+muWP+'__Up', +# #'samples': mc +# 'samples' : mc_special +# } +# aliases['SFweightMuDown'] = { +# 'expr': 'LepSF2l__mu_'+muWP+'__Do', +# #'samples': mc +# 'samples' : mc_special +# } +# +# # TriggerSFWeight_2l:TriggerSFWeight_2l_u:TriggerSFWeight_2l_d +# aliases['SFtriggUp'] = { +# 'expr': 'TriggerSFWeight_2l_u/TriggerSFWeight_2l', +# #'samples': mc +# 'samples' : mc_special +# } +# aliases['SFtriggDown'] = { +# 'expr': 'TriggerSFWeight_2l_d/TriggerSFWeight_2l', +# #'samples': mc +# 'samples' : mc_special +# } + +# Veto events in the problematic region: +# electrons or jets in: +# (-1.57 < phi < -0.87) , (-2.5 < eta < -1.3) +aliases['hole_veto'] = { + 'expr': '( ( (Lepton_eta[0] < -1.3 && Lepton_eta[0] > -2.5 ) && (Lepton_phi[0] > -1.57 && Lepton_phi[0] < -0.87) && (abs(Lepton_pdgId[0])==11) ) \ + || ( (Lepton_eta[1] < -1.3 && Lepton_eta[1] > -2.5 ) && (Lepton_phi[1] > -1.57 && Lepton_phi[1] < -0.87) && (abs(Lepton_pdgId[1])==11) ) \ + || ( (Alt(CleanJet_eta, 0, 99) < -1.3 && (Alt(CleanJet_eta, 0, -99) > -2.5)) && (Alt(CleanJet_phi, 0, -99) > -1.57 && Alt(CleanJet_phi, 0, 99) < -0.87) ) \ + || ( (Alt(CleanJet_eta, 1, 99) < -1.3 && (Alt(CleanJet_eta, 1, -99) > -2.5)) && (Alt(CleanJet_phi, 1, -99) > -1.57 && Alt(CleanJet_phi, 1, 99) < -0.87) ) \ + ) ', +} + +# Evaluate BDT discriminant +#aliases['BDT_WHSS_TopSemileptonic_v9'] = { + #'linesToAdd' : ['#include "%s/macros/BDT_WHSS_TopSemileptonic_v9_class.cc"' % configurations], + #'linesToProcess' : ["ROOT.gInterpreter.Declare('BDT_WHSS_TopSemileptonic_v9 BDT_WHSS = BDT_WHSS_TopSemileptonic_v9(\"BDTG_6\",\"{0}/data/BDT/2018/WHSS/weights/TMVAClassification_BDTG_6.weights.xml\");')".format(configurations)], + #'expr' : 'BDT_WHSS(mll,mjj,mtw1,mtw2,ptll,mlljj20_whss,PuppiMET_pt,dphill,dphijj,dphillmet,dphilmet2,dphijet1met,CleanJet_pt,Jet_btagDeepB,CleanJet_jetIdx)', + #'samples' : mc + ['DATA','Fake'], +#} diff --git a/Hgg/2018UL1l/configuration.py b/Hgg/2018UL1l/configuration.py new file mode 100644 index 00000000..a10506c3 --- /dev/null +++ b/Hgg/2018UL1l/configuration.py @@ -0,0 +1,101 @@ +# Configuration file for charge asymmetry WHSS analysis using the UL 2018 dataset + +import sys,inspect + +# Site definition +site = 'cern' +if any(machine in os.uname()[1] for machine in ['portal','bms']): + site = 'kit' + +# Tag used to identify the configuration folder version +tag = 'WHgg_2018' + +# File to use as runner script, default uses mkShapesRDF.shapeAnalysis.runner, otherwise specify path to script +runnerFile = "default" + +# Output file name +outputFile = "mkShapes__{}.root".format(tag) + + +# Path to ouput folder +outputFolder = "rootFiles" +# Path to ouput folder +#outputFolder = "/eos/user/" + os.getlogin()[0] + "/" + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" +#if site == 'kit': + #outputFolder = '/ceph/' + os.getlogin() + "/mkShapesRDF_rootfiles/" + tag + "/rootFile/" + +# Path to batch folder (used for condor submission) +batchFolder = "condor" + +# Path to configuration folder (will contain all the compiled configuration files) +configsFolder = "configs" + +# Luminosity to normalize to (in 1/fb) +# https://github.com/latinos/LatinoAnalysis/blob/UL_production/NanoGardener/python/data/TrigMaker_cfg.py#L868 (874) +# 59.832475339 +lumi = 59.83 + +# File with dict of aliases to define +aliasesFile = "aliases.py" + +# File with dict of variables +variablesFile = "variables.py" + +# File with dict of cuts +cutsFile = "cuts.py" + +# File with dict of samples +samplesFile = "samples.py" + +# File with dict of samples for plotting +plotFile = 'plot.py' + +# File with dict of structure (used to define processes in combine) +structureFile = "structure.py" + +# Nuisances file for mkDatacards and for mkShape +nuisancesFile = "nuisances.py" + +# Path to folder where to save plots +plotPath = 'plots_' + tag + +# This lines are executed right before the runner on the condor node +mountEOS = [] + +# List of imports to import when compiling the whole configuration folder, it should not contain imports used by configuration.py +imports = ["os", "glob", ("collections", "OrderedDict"), "ROOT"] + +# List of files to compile +filesToExec = [ + samplesFile, + aliasesFile, + variablesFile, + cutsFile, + plotFile, + nuisancesFile, + structureFile, +] + +# List of variables to keep in the compiled configuration folder +varsToKeep = [ + "batchVars", + "outputFolder", + "batchFolder", + "configsFolder", + "outputFile", + "runnerFile", + "tag", + "samples", + "aliases", + "variables", + ("cuts", {"cuts": "cuts", "preselections": "preselections"}), + ("plot", {"plot": "plot", "groupPlot": "groupPlot", "legend": "legend"}), + "nuisances", + "structure", + "lumi", +] + +# List of variables to keep in the batch submission script (script.py) +batchVars = varsToKeep[varsToKeep.index("samples") :] + +varsToKeep += ['plotPath'] diff --git a/Hgg/2018UL1l/cuts.py b/Hgg/2018UL1l/cuts.py new file mode 100644 index 00000000..d17382bf --- /dev/null +++ b/Hgg/2018UL1l/cuts.py @@ -0,0 +1,33 @@ +# cuts + +cuts = {} + +preselections = 'Lepton_pt[0]>25 \ + && Alt(Lepton_pt,1,0)<10 \ + && abs(Lepton_eta[0])<2.5 \ + && bVeto \ + ' + + +cuts['WjetsCR'] = { + 'expr' : '1', + 'categories' : { + '0j' : 'Alt(CleanJet_pt,0,0) < 30', + '1j' : 'Alt(CleanJet_pt,1,0) < 30 && Alt(CleanJet_pt,0,0) > 30', + '2j' : 'Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + } +} + + +cuts['Sig1l'] = { + 'expr' : ' Alt(Lepton_pt,1,0)<10 \ + && Alt(CleanJet_pt,2,0) < 30 && Alt(CleanJet_pt,1,0) > 30', + 'categories' : { + 'inclusive' : '1', + 'opt1' : 'PuppiMET_pt>20 && detajj<3 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && abs(Lepton_eta[0])<1.5', + 'opt2' : 'PuppiMET_pt>20 && detajj<3 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && abs(Lepton_eta[0])<1.5 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2) < 0.5 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2)<0.2', + 'opt3' : 'PuppiMET_pt>20 && detajj<2 && Alt(Jet_qgl,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_qgl,CleanJet_jetIdx[1],2)<0.5 && abs(Lepton_eta[0])<1.5 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)<0.5 && Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2) < 0.5 && Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)<0.2 && Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2)<0.2 && mjj<180 && Alt(CleanJet_pt,0,0) > 50 && abs(Alt(CleanJet_eta,0,0))<2.0 && abs(Alt(CleanJet_eta,1,0))<2.0', + + } +} + diff --git a/Hgg/2018UL1l/nuisances.py b/Hgg/2018UL1l/nuisances.py new file mode 100644 index 00000000..63475552 --- /dev/null +++ b/Hgg/2018UL1l/nuisances.py @@ -0,0 +1,398 @@ +import sys + +# Enable reading YR for Higgs XS and uncertainties +sys.path.append('../macros/') +#import HiggsXSection +#HiggsXS = HiggsXSection.HiggsXSection() + +nuisances = {} + +mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9' +fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' +dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 + +# +# AM: for the time being exclude the signal from the list of nuisances ... missing adequate post-processing +# +mc = [skey for skey in samples if skey not in ('Fake', 'DATA', 'Hgluglu')] +mcln = [skey for skey in samples if skey not in ('Fake', 'DATA')] + +redirector = "" + +useXROOTD = False + +def makeMCDirectory(var=''): + if var== '': + print(os.path.join(treeBaseDir, mcProduction, mcSteps)) + return os.path.join(treeBaseDir, mcProduction, mcSteps) + else: + print(os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var)) + return os.path.join(treeBaseDir, mcProduction, mcSteps + '__' + var) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +################################ EXPERIMENTAL UNCERTAINTIES ################################# + +#### Luminosity + +# https://twiki.cern.ch/twiki/bin/view/CMS/LumiRecommendationsRun2#LumiComb +# Uncorrelated 2016 1.0 +# Uncorrelated 2017 2.0 +# Uncorrelated 2018 1.5 +# Correlated 2016, 2017, 2018 0.6, 0.9, 2.0 +# Correlated 2017, 2018 0.6, 0.2 + +nuisances['lumi_Uncorrelated'] = { + 'name' : 'lumi_13TeV_2018', + 'type' : 'lnN', + 'samples' : dict((skey, '1.015') for skey in mcln if skey not in ['blabla']) +} + +nuisances['lumi_Correlated_Run2'] = { + 'name' : 'lumi_13TeV_correlated', + 'type' : 'lnN', + 'samples' : dict((skey, '1.020') for skey in mcln if skey not in ['blabla']) +} + +nuisances['lumi_Correlated_2017_2018'] = { + 'name' : 'lumi_13TeV_1718', + 'type' : 'lnN', + 'samples' : dict((skey, '1.002') for skey in mcln if skey not in ['blabla']) +} + + +#### FAKES +#fake_syst_endcap = ['1.0*(abs(Lepton_eta[1])<=1.4) + 1.3*(abs(Lepton_eta[1])>1.4)', + #'1.0*(abs(Lepton_eta[1])<=1.4) + 1.0/1.3*(abs(Lepton_eta[1])>1.4)'] + +#fake_syst_barrel = [' 1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)', + #'1.0/1.3*(abs(Lepton_eta[1])<=1.4) + 1.0*(abs(Lepton_eta[1])>1.4)'] + +#nuisances['fake_syst_mm_barrel'] = { + #'name' : 'CMS_WH_hww_fake_syst_mm_barrel', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : fake_syst_barrel, + #}, + #'cuts' : [cut for cut in cuts if ('_mm_' in cut)] +#} +#nuisances['fake_syst_mm_endcap'] = { + #'name' : 'CMS_WH_hww_fake_syst_mm_endcap', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : fake_syst_endcap, + #}, + #'cuts' : [cut for cut in cuts if ('_mm_' in cut)] +#} + +#nuisances['fake_syst_em_barrel'] = { + #'name' : 'CMS_WH_hww_fake_syst_em_barrel', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_em' : fake_syst_barrel, + #}, + #'cuts' : [cut for cut in cuts if ('_em_' in cut)] +#} +#nuisances['fake_syst_em_endcap'] = { + #'name' : 'CMS_WH_hww_fake_syst_em_endcap', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_em' : fake_syst_endcap, + #}, + #'cuts' : [cut for cut in cuts if ('_em_' in cut)] +#} + +#nuisances['fake_syst_ee_barrel'] = { + #'name' : 'CMS_WH_hww_fake_syst_ee_barrel', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : fake_syst_barrel, + #}, + #'cuts' : [cut for cut in cuts if ('_ee_' in cut)] +#} +#nuisances['fake_syst_ee_endcap'] = { + #'name' : 'CMS_WH_hww_fake_syst_ee_endcap', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : fake_syst_endcap, + #}, + #'cuts' : [cut for cut in cuts if ('_ee_' in cut)] +#} + +#nuisances['fake_ele'] = { + #'name' : 'CMS_WH_hww_fake_e_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : ['fakeWEleUp', 'fakeWEleDown'], + #'Fake_em' : ['fakeWEleUp', 'fakeWEleDown'], + #} +#} +#nuisances['fake_ele_stat'] = { + #'name' : 'CMS_WH_hww_fake_stat_e_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_ee' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + #'Fake_em' : ['fakeWStatEleUp', 'fakeWStatEleDown'], + #} +#} +#nuisances['fake_mu'] = { + #'name' : 'CMS_WH_hww_fake_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : ['fakeWMuUp', 'fakeWMuDown'], + #'Fake_em' : ['fakeWMuUp', 'fakeWMuDown'], + #} +#} +#nuisances['fake_mu_stat'] = { + #'name' : 'CMS_WH_hww_fake_stat_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'Fake_mm' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + #'Fake_em' : ['fakeWStatMuUp', 'fakeWStatMuDown'], + #} +#} + + + +######################################################################## +### AM: from here commented ... just to speed up + +###### B-tagger + +#for shift in ['lf', 'hf', 'hfstats1', 'hfstats2', 'lfstats1', 'lfstats2', 'cferr1', 'cferr2']: + #btag_syst = ['(btagSF%sup)/(btagSF)' % shift, '(btagSF%sdown)/(btagSF)' % shift] + + #name = 'CMS_btag_%s' % shift + #if 'stats' in shift: + #name += '_2018' + + #nuisances['btag_shape_%s' % shift] = { + #'name' : name, + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, btag_syst) for skey in mc), + #} + +###### Trigger Scale Factors + +#trig_syst = ['TriggerSFWeight_2l_u/TriggerSFWeight_2l', 'TriggerSFWeight_2l_d/TriggerSFWeight_2l'] + +#nuisances['trigg'] = { + #'name' : 'CMS_eff_hwwtrigger_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, trig_syst) for skey in mc) +#} + +###### Electron Efficiency and energy scale + +#nuisances['eff_e'] = { + #'name' : 'CMS_eff_e_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['SFweightEleUp', 'SFweightEleDown']) for skey in mc) +#} + +##nuisances['eff_ttHMVA_e'] = { + ##'name' : 'CMS_eff_ttHMVA_e_2018', + ##'kind' : 'weight', + ##'type' : 'shape', + ##'samples' : dict((skey, ['LepWPttHMVASFEleUp', 'LepWPttHMVASFEleDown']) for skey in mc) +##} + +#nuisances['electronpt'] = { + #'name' : 'CMS_scale_e_2018', + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : 'ElepTup', + #'mapDown' : 'ElepTdo', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('ElepTup_suffix'), + #'folderDown' : makeMCDirectory('ElepTdo_suffix'), + #'AsLnN' : '0' +#} + +###### Muon Efficiency and energy scale + +#nuisances['eff_m'] = { + #'name' : 'CMS_eff_m_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['SFweightMuUp', 'SFweightMuDown']) for skey in mc) +#} + +##nuisances['eff_ttHMVA_m'] = { + ##'name' : 'CMS_eff_ttHMVA_m_2018', + ##'kind' : 'weight', + ##'type' : 'shape', + ##'samples' : dict((skey, ['LepWPttHMVASFMuUp', 'LepWPttHMVASFMuDown']) for skey in mc) +##} + +#nuisances['muonpt'] = { + #'name' : 'CMS_scale_m_2018', + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : 'MupTup', + #'mapDown' : 'MupTdo', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('MupTup_suffix'), + #'folderDown' : makeMCDirectory('MupTdo_suffix'), + #'AsLnN' : '0' +#} + +###### Jet energy scale +#jes_systs = ['JESAbsolute','JESAbsolute_2018','JESBBEC1','JESBBEC1_2018','JESEC2','JESEC2_2018','JESFlavorQCD','JESHF','JESHF_2018','JESRelativeBal','JESRelativeSample_2018'] + +#for js in jes_systs: + + #nuisances[js] = { + #'name' : 'CMS_scale_' + js.replace("JES","j_"), + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : js + 'up', + #'mapDown' : js + 'do', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('RDF__JESup_suffix'), + #'folderDown': makeMCDirectory('RDF__JESdo_suffix'), + #'reweight' : ['btagSF'+js.replace('JES','jes')+'up/btagSF','btagSF'+js.replace('JES','jes')+'down/btagSF'], + #'AsLnN' : '0' + #} + +###### Jet energy resolution +#nuisances['JER'] = { + #'name' : 'CMS_res_j_2018', + #'kind' : 'suffix', + #'type' : 'shape', + #'mapUp' : 'JERup', + #'mapDown' : 'JERdo', + #'samples' : dict((skey, ['1', '1']) for skey in mc), + #'folderUp' : makeMCDirectory('JERup_suffix'), + #'folderDown': makeMCDirectory('JERdo_suffix'), + #'AsLnN' : '0' +#} + +###### MET unclustered energy + +##nuisances['met'] = { + ##'name' : 'CMS_scale_met_2018', + ##'kind' : 'suffix', + ##'type' : 'shape', + ##'mapUp' : 'METup', + ##'mapDown' : 'METdo', + ##'samples' : dict((skey, ['1', '1']) for skey in mc), + ##'folderUp' : makeMCDirectory('METup_suffix'), + ##'folderDown': makeMCDirectory('METdo_suffix'), + ##'AsLnN' : '0' +##} + + +###### Pileup + +## puWeight_UL2018 +#nuisances['PU'] = { + #'name' : 'CMS_pileup_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : { + #'DY' : ['0.998687*(puWeightUp/puWeight)', '1.001976*(puWeightDown/puWeight)'], + #'top' : ['1.002595*(puWeightUp/puWeight)', '0.997470*(puWeightDown/puWeight)'], + #'WW' : ['1.004449*(puWeightUp/puWeight)', '0.995660*(puWeightDown/puWeight)'], + #'WWewk' : ['1.002122*(puWeightUp/puWeight)', '0.998087*(puWeightDown/puWeight)'], + #'ggWW' : ['1.004870*(puWeightUp/puWeight)', '0.995315*(puWeightDown/puWeight)'], + #'WZ' : ['0.999330*(puWeightUp/puWeight)', '1.000992*(puWeightDown/puWeight)'], + #'ZZ' : ['0.999469*(puWeightUp/puWeight)', '1.000751*(puWeightDown/puWeight)'], + #'VVV' : ['1.003485*(puWeightUp/puWeight)', '0.997561*(puWeightDown/puWeight)'], + #'ggH_hww' : ['1.003677*(puWeightUp/puWeight)', '0.995996*(puWeightDown/puWeight)'], + #'qqH_hww' : ['1.003747*(puWeightUp/puWeight)', '0.995878*(puWeightDown/puWeight)'], + #}, + #'AsLnN' : '0', +#} + +#### PU ID SF uncertainty + +#puid_syst = ['Jet_PUIDSF_up/Jet_PUIDSF', 'Jet_PUIDSF_down/Jet_PUIDSF'] + +#nuisances['jetPUID'] = { + #'name' : 'CMS_eff_j_PUJET_id_2018', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, puid_syst) for skey in mc) +#} + +#### PS and UE + +#nuisances['PS_ISR'] = { + #'name' : 'PS_WH_hww_ISR', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['PSWeight[2]', 'PSWeight[0]']) for skey in mc), + #'AsLnN' : '0', +#} + +#nuisances['PS_FSR'] = { + #'name' : 'PS_WH_hww_FSR', + #'kind' : 'weight', + #'type' : 'shape', + #'samples' : dict((skey, ['PSWeight[3]', 'PSWeight[1]']) for skey in mc), + #'AsLnN' : '0', +#} + +#nuisances['UE_CP5'] = { + #'name' : 'CMS_WH_hww_UE', + #'skipCMS' : 1, + #'type' : 'lnN', + #'samples' : dict((skey, '1.015') for skey in mc), +#} + +## Charge flip efficiency +##nuisances['chargeFlipEff'] = { + ##'name' : 'CMS_whss_chargeFlipEff_2018', + ##'kind' : 'weight', + ##'type' : 'shape', + ##'samples' : dict((skey, ['1-ttHMVA_eff_err_flip_2l', '1+ttHMVA_eff_err_flip_2l']) for skey in ['DY','DATA']), + ##'cuts' : [cut for cut in cuts if ('_ee_' in cut or '_em_' in cut)] +##} + +## Generic "cross section uncertainties" +#nuisances['WgStar'] = { + #'name' : 'CMS_hww_WgStarScale', + #'type' : 'lnN', + #'samples' : { + #'WgS' : '1.25' + #} +#} + + +### AM: so far commented ... +######################################################################## + + +## Use the following if you want to apply the automatic combine MC stat nuisances. +nuisances['stat'] = { + 'type' : 'auto', + 'maxPoiss' : '10', + 'includeSignal' : '0', + 'samples' : {} +} +# nuisance ['maxPoiss'] = Number of threshold events for Poisson modelling +# nuisance ['includeSignal'] = Include MC stat nuisances on signal processes (1=True, 0=False) + +for n in nuisances.values(): + n['skipCMS'] = 1 diff --git a/Hgg/2018UL1l/plot.py b/Hgg/2018UL1l/plot.py new file mode 100644 index 00000000..2d78b685 --- /dev/null +++ b/Hgg/2018UL1l/plot.py @@ -0,0 +1,402 @@ +# plot configuration + +# Groups of samples to improve the plots. +# If not defined, normal plots is used + +groupPlot = {} + + +groupPlot['Higgs'] = { + 'nameHR' : 'H>WW/#tau#tau', + 'isSignal' : 0, + 'color' : 634, # kRed+2 + 'samples' : ['ggH_hww','qqH_hww','ZH_hww','ggZH_hww','ttH_hww','ggH_htt','qqH_htt','ZH_htt'] +} + +#groupPlot['Fake'] = { + #'nameHR' : 'Non-prompt', + #'isSignal' : 0, + #'color' : 921, # kGray + 1 + #'samples' : ['Fake_mm','Fake_em','Fake_ee'] +#} + + +groupPlot['VVV'] = { + 'nameHR' : 'VVV', + 'isSignal' : 0, + 'color' : 857, # kAzure -3 + 'samples' : ['VVV'] +} + +groupPlot['VV'] = { + 'nameHR' : "VV", + 'isSignal' : 0, + 'color' : 617, # kViolet + 1 + 'samples' : ['VV'] +} + + +# groupPlot['ZZ'] = { +# 'nameHR' : "ZZ", +# 'isSignal' : 0, +# 'color' : 617, # kViolet + 1 +# 'samples' : ['ZZ'] +# } +# +# groupPlot['WZ'] = { +# 'nameHR' : "WZ", +# 'isSignal' : 0, +# 'color' : 619, # kViolet + 1 +# 'samples' : ['WZ'] +# } + +groupPlot['Vg'] = { + 'nameHR' : "V#gamma", + 'isSignal' : 0, + #'color' : 810, # kOrange + 10 + 'color' : 408, # kGreen - 10 + 'samples' : ['Vg'] +} + +groupPlot['VgS'] = { + 'nameHR' : "V#gamma*", + 'isSignal' : 0, + 'color' : 409, # kGreen - 9 + 'samples' : ['VgS'] +} + +#groupPlot['ZgS'] = { + #'nameHR' : "Z#gamma*", + #'isSignal' : 0, + #'color' : 617, + #'samples' : ['ZgS'] +#} + + +groupPlot['DY'] = { + 'nameHR' : "DY", + 'isSignal' : 0, + 'color' : 418, # kGreen+2 + 'samples' : ['DY'] +} + +groupPlot['top'] = { + 'nameHR' : 'tW+ and t#bar{t}', + 'isSignal' : 0, + 'color' : 400, # kYellow + 'samples' : ['top'] +} + + +groupPlot['W'] = { + 'nameHR' : "W", + 'isSignal' : 0, + 'color' : 840, # kTeal + 'samples' : ['Wjets'] +} + +#groupPlot['WH_minus'] = { + #'nameHR' : 'W^{-} H (x 10)', + #'isSignal' : 0, + #'color' : 600, # kBlue + #'samples' : ['WH_hww_minus','WH_htt_minus'] +#} + +#groupPlot['WH_plus'] = { + #'nameHR' : 'W^{+} H (x 10)', + #'isSignal' : 0, + #'color' : 632, # kRed + #'samples' : ['WH_hww_plus', 'WH_htt_plus'] +#} + +groupPlot['Hgluglu'] = { + 'nameHR' : 'H>gluglu x 100', + 'isSignal' : 1, + # 'color' : 857, # kAzure -3 + 'color' : 632, # kRed + 'samples' : ['qqZHgluglu', 'ggZHgluglu', 'WHgluglu'] +} + + + + + + +# keys here must match keys in samples.py + +plot = {} + + +plot['top'] = { + 'nameHR' : 'tW and t#bar{t}', + 'color' : 400, # kYellow + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + +plot['DY'] = { + 'nameHR' : 'DY', + 'color' : 418, # kGreen+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + + +plot['Wjets'] = { + 'nameHR' : 'Wjets', + 'color' : 840, # kTeal + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0, +} + + +plot['Vg'] = { + 'nameHR' : 'Vg', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VgS'] = { + 'nameHR' : 'VgS', + 'color' : 859, # kAzure -1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['WZ'] = { + 'nameHR' : 'WZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.138 # NLO -> NNLO k-factor! +} + +plot['ZZ'] = { + 'nameHR' : 'ZZ', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VVV'] = { + 'nameHR' : 'VVV', + 'color' : 857, # kAzure -3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['VV'] = { + 'nameHR' : 'VV', + 'color' : 858, # kAzure -2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +########### +# Signals # +########### + +plot['Hgluglu'] = { + 'nameHR' : 'Hgluglu', + 'color' : 632, # kRed + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['qqZHgluglu'] = { + 'nameHR' : 'qqZHgluglu', + 'color' : 633, # kRed+1 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['ggZHgluglu'] = { + 'nameHR' : 'ggZHgluglu', + 'color' : 634, # kRed+2 + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + +plot['WHgluglu'] = { + 'nameHR' : 'WHgluglu', + 'color' : 632, # kRed + 'isSignal' : 2, + 'isData' : 0, + 'scale' : 100 + #'scale' : 0.000033658 # I missed the BR Z>ll and a *1000 too much +} + + + + +##################### +# Other backgrounds # +##################### + +# HWW + +plot['ggH_hww'] = { + 'nameHR' : 'ggH_hww', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_hww'] = { + 'nameHR' : 'qqH_hww', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_hww'] = { + 'nameHR' : 'ZH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ggZH_hww'] = { + 'nameHR' : 'ggZH_hww', + 'color' : 632+4, # kRed+4 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_hww_plus'] = { + 'nameHR' : 'WH_hww_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_hww_minus'] = { + 'nameHR' : 'WH_hww_minus', + 'color' : 600, # kBlue + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['ttH_hww'] = { + 'nameHR' : 'ttH_hww', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + + +# Htautau + +plot['ggH_htt'] = { + 'nameHR' : 'ggH_htt', + 'color' : 632, # kRed + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['qqH_htt'] = { + 'nameHR' : 'qqH_htt', + 'color' : 632+1, # kRed+1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['ZH_htt'] = { + 'nameHR' : 'ZH_htt', + 'color' : 632+3, # kRed+3 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1 +} + +plot['WH_htt_plus'] = { + 'nameHR' : 'WH_htt_plus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + +plot['WH_htt_minus'] = { + 'nameHR' : 'WH_htt_minus', + 'color' : 632+2, # kRed+2 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 10 +} + + +######## +# Fake # +######## + +plot['Fake_em'] = { + 'nameHR' : 'Fake_em', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_ee'] = { + 'nameHR' : 'Fake_ee', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +plot['Fake_mm'] = { + 'nameHR' : 'Fake_mm', + 'color' : 921, # kGray + 1 + 'isSignal' : 0, + 'isData' : 0, + 'scale' : 1.0 +} + +######## +# Data # +######## + +plot['DATA'] = { + 'nameHR' : 'Data', + 'color' : 1 , + 'isSignal' : 0, + 'isData' : 1, + 'isBlind' : 0 +} + + +# Define legend + +legend = {} + +legend['lumi'] = 'L = 59.8 fb^{-1}' +legend['sqrt'] = '#sqrt{s} = 13 TeV' diff --git a/Hgg/2018UL1l/postproc.C b/Hgg/2018UL1l/postproc.C new file mode 100644 index 00000000..0a079341 --- /dev/null +++ b/Hgg/2018UL1l/postproc.C @@ -0,0 +1,43 @@ +#define postproc_cxx +#include "postproc.h" +#include +#include +#include + +void postproc::Loop() +{ +// In a ROOT session, you can do: +// root> .L postproc.C +// root> postproc t +// root> t.GetEntry(12); // Fill t data members with entry number 12 +// root> t.Show(); // Show values of entry 12 +// root> t.Show(16); // Read and show values of entry 16 +// root> t.Loop(); // Loop on all entries +// + +// This is the loop skeleton where: +// jentry is the global entry number in the chain +// ientry is the entry number in the current Tree +// Note that the argument to GetEntry must be: +// jentry for TChain::GetEntry +// ientry for TTree::GetEntry and TBranch::GetEntry +// +// To read only selected branches, Insert statements like: +// METHOD1: +// fChain->SetBranchStatus("*",0); // disable all branches +// fChain->SetBranchStatus("branchname",1); // activate branchname +// METHOD2: replace line +// fChain->GetEntry(jentry); //read all branches +//by b_branchname->GetEntry(ientry); //read only this branch + if (fChain == 0) return; + + Long64_t nentries = fChain->GetEntriesFast(); + + Long64_t nbytes = 0, nb = 0; + for (Long64_t jentry=0; jentryGetEntry(jentry); nbytes += nb; + // if (Cut(ientry) < 0) continue; + } +} diff --git a/Hgg/2018UL1l/postproc.h b/Hgg/2018UL1l/postproc.h new file mode 100644 index 00000000..ea6a3b01 --- /dev/null +++ b/Hgg/2018UL1l/postproc.h @@ -0,0 +1,5883 @@ +////////////////////////////////////////////////////////// +// This class has been automatically generated on +// Mon Oct 13 10:24:25 2025 by ROOT version 6.30/02 +// from TTree Events/ +// found on file: root://eoshome-a.cern.ch//eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/nanoLatino_ZHgg__part0.root +////////////////////////////////////////////////////////// + +#ifndef postproc_h +#define postproc_h + +#include +#include +#include + +// Header file for the classes stored in the TTree if any. + +class postproc { +public : + TTree *fChain; //!pointer to the analyzed TTree or TChain + Int_t fCurrent; //!current Tree number in a TChain + +// Fixed size dimensions of array or collections stored in the TTree if any. + + // Declaration of leaf types + Int_t nCleanJet; + Float_t CleanJet_eta[16]; //[nCleanJet] + ULong64_t CleanJet_jetIdx[16]; //[nCleanJet] + Float_t CleanJet_mass[16]; //[nCleanJet] + Float_t CleanJet_phi[16]; //[nCleanJet] + Float_t CleanJet_pt[16]; //[nCleanJet] + Float_t MET_MetUnclustEnUpDeltaY; + Float_t MET_pt; + Float_t MET_MetUnclustEnUpDeltaX; + Float_t MET_phi; + Float_t MET_covXY; + Float_t MET_sumEt; + Float_t MET_covYY; + Float_t MET_sumPtUnclustered; + Float_t MET_fiducialGenPt; + Float_t MET_significance; + Float_t MET_covXX; + Float_t MET_fiducialGenPhi; + Int_t nJet; + Float_t Jet_btagSF_deepjet_shape_down_jesEC2[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_lf[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesBBEC1_2018[17]; //[nJet] + Float_t Jet_hfsigmaEtaEta[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_hf[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_hfstats2[17]; //[nJet] + Float_t Jet_phi[17]; //[nJet] + Int_t Jet_partonFlavour[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_hf[17]; //[nJet] + Int_t Jet_electronIdx1[17]; //[nJet] + UChar_t Jet_nConstituents[17]; //[nJet] + Float_t Jet_btagDeepB[17]; //[nJet] + Float_t Jet_btagDeepFlavCvL[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesRelativeSample_2018[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesEC2[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_cferr2[17]; //[nJet] + Int_t Jet_nMuons[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesBBEC1_2018[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesAbsolute_2018[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_lfstats1[17]; //[nJet] + Float_t Jet_bRegRes[17]; //[nJet] + Float_t Jet_bRegCorr[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_hfstats2[17]; //[nJet] + Int_t Jet_muonIdx1[17]; //[nJet] + Int_t Jet_nElectrons[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesFlavorQCD[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesHF_2018[17]; //[nJet] + Float_t Jet_cRegRes[17]; //[nJet] + Int_t Jet_hfcentralEtaStripSize[17]; //[nJet] + Float_t Jet_chFPV0EF[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jes[17]; //[nJet] + Float_t Jet_area[17]; //[nJet] + Int_t Jet_muonIdx2[17]; //[nJet] + Int_t Jet_electronIdx2[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape[17]; //[nJet] + Float_t Jet_neEmEF[17]; //[nJet] + Float_t Jet_btagDeepFlavCvB[17]; //[nJet] + Float_t Jet_eta[17]; //[nJet] + Float_t Jet_btagDeepCvB[17]; //[nJet] + Float_t Jet_btagDeepFlavQG[17]; //[nJet] + Float_t Jet_neHEF[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_lfstats2[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesHF_2018[17]; //[nJet] + Float_t Jet_btagDeepCvL[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_hfstats1[17]; //[nJet] + Float_t Jet_puIdDisc[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesRelativeBal[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_hfstats1[17]; //[nJet] + Int_t Jet_puId[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesFlavorQCD[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesBBEC1[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesAbsolute_2018[17]; //[nJet] + Float_t Jet_cRegCorr[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jes[17]; //[nJet] + Int_t Jet_genJetIdx[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesHF[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_lfstats2[17]; //[nJet] + Float_t Jet_qgl[17]; //[nJet] + UChar_t Jet_cleanmask[17]; //[nJet] + Float_t Jet_chEmEF[17]; //[nJet] + Float_t Jet_btagDeepFlavB[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesEC2_2018[17]; //[nJet] + Int_t Jet_hfadjacentEtaStripsSize[17]; //[nJet] + Float_t Jet_rawFactor[17]; //[nJet] + Int_t Jet_hadronFlavour[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_lf[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesRelativeSample_2018[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_cferr2[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesAbsolute[17]; //[nJet] + Float_t Jet_chHEF[17]; //[nJet] + Float_t Jet_pt[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesRelativeBal[17]; //[nJet] + Float_t Jet_muEF[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesAbsolute[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesEC2_2018[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_cferr1[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_jesBBEC1[17]; //[nJet] + Float_t Jet_btagCSVV2[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_cferr1[17]; //[nJet] + Float_t Jet_mass[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_down_lfstats1[17]; //[nJet] + Float_t Jet_btagSF_deepjet_shape_up_jesHF[17]; //[nJet] + Int_t Jet_jetId[17]; //[nJet] + Float_t Jet_hfsigmaPhiPhi[17]; //[nJet] + Float_t PuppiMET_sumEt; + Float_t PuppiMET_phiJERDown; + Float_t PuppiMET_ptJESDown; + Float_t PuppiMET_phiJESUp; + Float_t PuppiMET_ptJESUp; + Float_t PuppiMET_ptUnclusteredDown; + Float_t PuppiMET_pt; + Float_t PuppiMET_ptJERDown; + Float_t PuppiMET_phiUnclusteredUp; + Float_t PuppiMET_phiUnclusteredDown; + Float_t PuppiMET_ptJERUp; + Float_t PuppiMET_phiJERUp; + Float_t PuppiMET_phiJESDown; + Float_t PuppiMET_ptUnclusteredUp; + Float_t PuppiMET_phi; + Int_t nLepton_isTightElectron; + Bool_t Lepton_isTightElectron_mvaFall17V2Iso_WP90[7]; //[nLepton_isTightElectron] + Int_t nLepton_isTightMuon; + Bool_t Lepton_isTightMuon_cut_Tight_HWWW[7]; //[nLepton_isTightMuon] + Int_t nLepton; + Bool_t Lepton_promptgenmatched[2]; //[nLepton] + Bool_t Lepton_genmatched[2]; //[nLepton] + Int_t Lepton_muonIdx[2]; //[nLepton] + Float_t Lepton_phi[2]; //[nLepton] + Float_t Lepton_eta[2]; //[nLepton] + Int_t Lepton_electronIdx[2]; //[nLepton] + Float_t Lepton_pt[2]; //[nLepton] + Int_t Lepton_pdgId[2]; //[nLepton] + Int_t nMuon; + UChar_t Muon_multiIsoId[7]; //[nMuon] + Int_t Muon_nStations[7]; //[nMuon] + Int_t Muon_fsrPhotonIdx[7]; //[nMuon] + Int_t Muon_tightCharge[7]; //[nMuon] + Float_t Muon_pfRelIso03_chg[7]; //[nMuon] + Float_t Muon_jetRelIso[7]; //[nMuon] + Float_t Muon_dzErr[7]; //[nMuon] + Bool_t Muon_mediumPromptId[7]; //[nMuon] + Bool_t Muon_tightId[7]; //[nMuon] + UChar_t Muon_mvaId[7]; //[nMuon] + UChar_t Muon_puppiIsoId[7]; //[nMuon] + Float_t Muon_miniPFRelIso_all[7]; //[nMuon] + Float_t Muon_mass[7]; //[nMuon] + Float_t Muon_pfRelIso04_all[7]; //[nMuon] + Float_t Muon_mvaTTH[7]; //[nMuon] + Float_t Muon_ip3d[7]; //[nMuon] + Float_t Muon_sip3d[7]; //[nMuon] + UChar_t Muon_jetNDauCharged[7]; //[nMuon] + Float_t Muon_ptErr[7]; //[nMuon] + UChar_t Muon_cleanmask[7]; //[nMuon] + Float_t Muon_dxybs[7]; //[nMuon] + Bool_t Muon_isStandalone[7]; //[nMuon] + Bool_t Muon_softId[7]; //[nMuon] + Bool_t Muon_inTimeMuon[7]; //[nMuon] + Bool_t Muon_softMvaId[7]; //[nMuon] + Float_t Muon_dxyErr[7]; //[nMuon] + UChar_t Muon_miniIsoId[7]; //[nMuon] + UChar_t Muon_tkIsoId[7]; //[nMuon] + Bool_t Muon_isPFcand[7]; //[nMuon] + Float_t Muon_mvaLowPt[7]; //[nMuon] + Int_t Muon_genPartIdx[7]; //[nMuon] + Float_t Muon_tunepRelPt[7]; //[nMuon] + Float_t Muon_dxy[7]; //[nMuon] + Bool_t Muon_isTracker[7]; //[nMuon] + Bool_t Muon_mediumId[7]; //[nMuon] + Int_t Muon_jetIdx[7]; //[nMuon] + UChar_t Muon_highPtId[7]; //[nMuon] + Int_t Muon_pdgId[7]; //[nMuon] + UChar_t Muon_genPartFlav[7]; //[nMuon] + Float_t Muon_pt[7]; //[nMuon] + Bool_t Muon_highPurity[7]; //[nMuon] + Bool_t Muon_isGlobal[7]; //[nMuon] + Float_t Muon_pfRelIso03_all[7]; //[nMuon] + Float_t Muon_jetPtRelv2[7]; //[nMuon] + Float_t Muon_softMva[7]; //[nMuon] + Float_t Muon_eta[7]; //[nMuon] + Bool_t Muon_triggerIdLoose[7]; //[nMuon] + Float_t Muon_segmentComp[7]; //[nMuon] + Float_t Muon_miniPFRelIso_chg[7]; //[nMuon] + UChar_t Muon_mvaLowPtId[7]; //[nMuon] + Int_t Muon_charge[7]; //[nMuon] + Bool_t Muon_looseId[7]; //[nMuon] + Float_t Muon_tkRelIso[7]; //[nMuon] + Float_t Muon_dz[7]; //[nMuon] + Int_t Muon_nTrackerLayers[7]; //[nMuon] + UChar_t Muon_pfIsoId[7]; //[nMuon] + Float_t Muon_phi[7]; //[nMuon] + Int_t nElectron; + Float_t Electron_sip3d[5]; //[nElectron] + Float_t Electron_mvaFall17V2noIso[5]; //[nElectron] + Float_t Electron_dr03TkSumPt[5]; //[nElectron] + Float_t Electron_mass[5]; //[nElectron] + Bool_t Electron_convVeto[5]; //[nElectron] + Int_t Electron_tightCharge[5]; //[nElectron] + Float_t Electron_dzErr[5]; //[nElectron] + Float_t Electron_mvaFall17V2Iso[5]; //[nElectron] + Float_t Electron_dr03HcalDepth1TowerSumEt[5]; //[nElectron] + Float_t Electron_dEscaleDown[5]; //[nElectron] + Float_t Electron_mvaTTH[5]; //[nElectron] + Int_t Electron_photonIdx[5]; //[nElectron] + Float_t Electron_eCorr[5]; //[nElectron] + Float_t Electron_jetPtRelv2[5]; //[nElectron] + Int_t Electron_genPartIdx[5]; //[nElectron] + Float_t Electron_scEtOverPt[5]; //[nElectron] + UChar_t Electron_seedGain[5]; //[nElectron] + Float_t Electron_sieie[5]; //[nElectron] + Bool_t Electron_mvaFall17V2noIso_WP90[5]; //[nElectron] + Float_t Electron_phi[5]; //[nElectron] + Float_t Electron_jetRelIso[5]; //[nElectron] + Int_t Electron_charge[5]; //[nElectron] + Int_t Electron_pdgId[5]; //[nElectron] + Int_t Electron_vidNestedWPBitmap[5]; //[nElectron] + Float_t Electron_dEsigmaUp[5]; //[nElectron] + Int_t Electron_jetIdx[5]; //[nElectron] + Bool_t Electron_mvaFall17V2noIso_WP80[5]; //[nElectron] + Float_t Electron_dz[5]; //[nElectron] + Float_t Electron_pt[5]; //[nElectron] + Float_t Electron_pfRelIso03_chg[5]; //[nElectron] + Bool_t Electron_mvaFall17V2Iso_WP80[5]; //[nElectron] + Float_t Electron_miniPFRelIso_chg[5]; //[nElectron] + Bool_t Electron_isPFcand[5]; //[nElectron] + UChar_t Electron_jetNDauCharged[5]; //[nElectron] + Float_t Electron_dxyErr[5]; //[nElectron] + Bool_t Electron_mvaFall17V2Iso_WPL[5]; //[nElectron] + Float_t Electron_eta[5]; //[nElectron] + Float_t Electron_hoe[5]; //[nElectron] + UChar_t Electron_cleanmask[5]; //[nElectron] + Float_t Electron_dr03TkSumPtHEEP[5]; //[nElectron] + Float_t Electron_eInvMinusPInv[5]; //[nElectron] + Int_t Electron_cutBased[5]; //[nElectron] + Float_t Electron_dxy[5]; //[nElectron] + UChar_t Electron_genPartFlav[5]; //[nElectron] + Float_t Electron_dr03EcalRecHitSumEt[5]; //[nElectron] + Bool_t Electron_cutBased_HEEP[5]; //[nElectron] + Float_t Electron_miniPFRelIso_all[5]; //[nElectron] + Float_t Electron_pfRelIso03_all[5]; //[nElectron] + Int_t Electron_vidNestedWPBitmapHEEP[5]; //[nElectron] + Float_t Electron_ip3d[5]; //[nElectron] + Float_t Electron_r9[5]; //[nElectron] + Float_t Electron_dEscaleUp[5]; //[nElectron] + Bool_t Electron_mvaFall17V2noIso_WPL[5]; //[nElectron] + Float_t Electron_deltaEtaSC[5]; //[nElectron] + Float_t Electron_energyErr[5]; //[nElectron] + Bool_t Electron_mvaFall17V2Iso_WP90[5]; //[nElectron] + UChar_t Electron_lostHits[5]; //[nElectron] + Float_t Electron_dEsigmaDown[5]; //[nElectron] + Int_t nPhoton; + Bool_t Photon_isScEtaEE[5]; //[nPhoton] + Bool_t Photon_mvaID_WP80[5]; //[nPhoton] + Float_t Photon_eCorr[5]; //[nPhoton] + Float_t Photon_dEsigmaUp[5]; //[nPhoton] + Float_t Photon_phi[5]; //[nPhoton] + Int_t Photon_genPartIdx[5]; //[nPhoton] + Float_t Photon_dEsigmaDown[5]; //[nPhoton] + Int_t Photon_cutBased_Fall17V1Bitmap[5]; //[nPhoton] + Bool_t Photon_electronVeto[5]; //[nPhoton] + Float_t Photon_hoe[5]; //[nPhoton] + Bool_t Photon_isScEtaEB[5]; //[nPhoton] + Float_t Photon_mvaID[5]; //[nPhoton] + Int_t Photon_vidNestedWPBitmap[5]; //[nPhoton] + Float_t Photon_sieie[5]; //[nPhoton] + Float_t Photon_r9[5]; //[nPhoton] + Float_t Photon_mass[5]; //[nPhoton] + Float_t Photon_pt[5]; //[nPhoton] + UChar_t Photon_cleanmask[5]; //[nPhoton] + Float_t Photon_dEscaleDown[5]; //[nPhoton] + UChar_t Photon_genPartFlav[5]; //[nPhoton] + Bool_t Photon_pixelSeed[5]; //[nPhoton] + Bool_t Photon_mvaID_WP90[5]; //[nPhoton] + Float_t Photon_dEscaleUp[5]; //[nPhoton] + Int_t Photon_charge[5]; //[nPhoton] + Int_t Photon_pdgId[5]; //[nPhoton] + Int_t Photon_cutBased[5]; //[nPhoton] + Float_t Photon_pfRelIso03_chg[5]; //[nPhoton] + Float_t Photon_mvaID_Fall17V1p1[5]; //[nPhoton] + UChar_t Photon_seedGain[5]; //[nPhoton] + Int_t Photon_electronIdx[5]; //[nPhoton] + Int_t Photon_jetIdx[5]; //[nPhoton] + Float_t Photon_eta[5]; //[nPhoton] + Float_t Photon_pfRelIso03_all[5]; //[nPhoton] + Float_t Photon_energyErr[5]; //[nPhoton] + Float_t Gen_ZGstar_ele2_phi; + Float_t Gen_ZGstar_mass; + Float_t Gen_ZGstar_MomId; + Float_t Gen_ZGstar_MomStatus; + Float_t Gen_ZGstar_ele1_pt; + Float_t Gen_ZGstar_ele1_phi; + Float_t Gen_ZGstar_deltaR; + Float_t Gen_ZGstar_mu2_pt; + Float_t Gen_ZGstar_mu2_phi; + Float_t Gen_ZGstar_ele2_pt; + Float_t Gen_ZGstar_mu1_pt; + Float_t Gen_ZGstar_ele1_eta; + Float_t Gen_ZGstar_mu2_eta; + Float_t Gen_ZGstar_mu1_phi; + Float_t Gen_ZGstar_ele2_eta; + Float_t Gen_ZGstar_mu1_eta; + UChar_t LHE_Nuds; + Float_t LHE_HT; + UChar_t LHE_Nglu; + UChar_t LHE_NpLO; + UChar_t LHE_Njets; + Float_t LHE_HTIncoming; + UChar_t LHE_NpNLO; + Float_t LHE_Vpt; + Float_t LHE_AlphaS; + UChar_t LHE_Nc; + UChar_t LHE_Nb; + Bool_t HLT_Ele250_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu100_PFMHTNoMu100_IDTight; + Bool_t HLT_L2Mu23NoVtx_2Cha_CosmicSeed; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p17; + Bool_t HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4; + Bool_t HLT_DoubleMu3_DZ_PFMET70_PFMHT70; + Bool_t HLT_Ele27_WPTight_Gsf; + Bool_t HLT_Mu20_Mu10_SameSign; + Bool_t HLT_Photon150; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMET80_PFMHT80_IDTight; + Bool_t HLT_AK8PFHT800_TrimMass50; + Bool_t HLT_Photon35_TwoProngs35; + Bool_t HLT_Ele15_IsoVVVL_PFHT450_PFMET50; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120; + Bool_t HLT_Photon165_R9Id90_HE10_IsoM; + Bool_t HLT_DiPFJetAve100_HFJEC; + Bool_t HLT_Mu15_IsoVVVL_PFHT450; + Bool_t HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350; + Bool_t HLT_Ele300_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Dimuon0_LowMass_L1_0er1p5R; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140; + Bool_t HLT_PFMET200_NotCleaned; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90; + Bool_t HLT_Mu8_IP3_part3; + Bool_t HLT_VBF_DoubleMediumChargedIsoPFTauHPS20_Trk1_eta2p1; + Bool_t HLT_Ele27_Ele37_CaloIdL_MW; + Bool_t HLT_Dimuon0_Upsilon_NoVertexing; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1; + Bool_t HLT_Mu12_DoublePFJets350_CaloBTagDeepCSV_p71; + Bool_t HLT_DoubleMu48NoFiltersNoVtx; + Bool_t HLT_Photon120EB_TightID_TightIso; + Bool_t HLT_Dimuon14_Phi_Barrel_Seagulls; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130; + Bool_t HLT_PFJetFwd320; + Bool_t HLT_AK4PFJet50; + Bool_t HLT_UncorrectedJetE30_NoBPTX3BX; + Bool_t HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15; + Bool_t HLT_IsoMu27_TightChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1; + Bool_t HLT_Dimuon0_Jpsi; + Bool_t HLT_CaloMET100_NotCleaned; + Bool_t HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60; + Bool_t HLT_AK8PFJetFwd260; + Bool_t HLT_CaloMET110_NotCleaned; + Bool_t HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL; + Bool_t HLT_CaloMHT90; + Bool_t HLT_UncorrectedJetE60_NoBPTX3BX; + Bool_t HLT_TripleMu_10_5_5_DZ; + Bool_t HLT_AK8PFJet15; + Bool_t HLT_Mu19; + Bool_t HLT_Mu8_TrkIsoVVL; + Bool_t HLT_QuadPFJet98_83_71_15_PFBTagDeepCSV_1p3_VBF2; + Bool_t HLT_DiMu9_Ele9_CaloIdL_TrackIdL; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight; + Bool_t HLT_AK8PFJet25; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np4; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha; + Bool_t HLT_Ele15_IsoVVVL_PFHT600; + Bool_t HLT_Ele50_IsoVVVL_PFHT450; + Bool_t HLT_Mu9_IP4_part2; + Bool_t HLT_Mu7p5_Track7_Jpsi; + Bool_t HLT_Mu17_Photon30_IsoCaloId; + Bool_t HLT_Mu43NoFiltersNoVtxDisplaced_Photon43_CaloIdL; + Bool_t HLT_Mu23_Mu12; + Bool_t HLT_L2Mu10; + Bool_t HLT_Mu12_IP6_part0; + Bool_t HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1; + Bool_t HLT_PFMETTypeOne140_PFMHT140_IDTight; + Bool_t HLT_Mu7_IP4_part2; + Bool_t HLT_DoublePFJets200_CaloBTagDeepCSV_p71; + Bool_t HLT_AK8PFJetFwd60; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu70_PFMHTNoMu70_IDTight; + Bool_t HLT_Photon90_R9Id90_HE10_IsoM; + Bool_t HLT_PFMET200_HBHECleaned; + Bool_t HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4; + Bool_t HLT_BTagMu_AK8Jet170_DoubleMu5_noalgo; + Bool_t HLT_Mu8_IP6_part3; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed; + Bool_t HLT_AK8PFJet400; + Bool_t HLT_Mu23_Mu12_SameSign; + Bool_t HLT_DoubleMu3_Trk_Tau3mu; + Bool_t HLT_Mu27; + Bool_t HLT_AK8PFJetFwd500; + Bool_t HLT_AK4CaloJet30; + Bool_t HLT_Photon90; + Bool_t HLT_Dimuon18_PsiPrime_noCorrL1; + Bool_t HLT_Dimuon10_PsiPrime_Barrel_Seagulls; + Bool_t HLT_BTagMu_AK4DiJet70_Mu5; + Bool_t HLT_PFHT330PT30_QuadPFJet_75_60_45_40; + Bool_t HLT_PFJetFwd25; + Bool_t HLT_Ele38_WPTight_Gsf; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15; + Bool_t HLT_Mu7_IP4_part3; + Bool_t HLT_UncorrectedJetE30_NoBPTX; + Bool_t HLT_Ele23_CaloIdM_TrackIdM_PFJet30; + Bool_t HLT_HT425; + Bool_t HLT_DoubleMu20_7_Mass0to30_Photon23; + Bool_t HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx; + Bool_t HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ; + Bool_t HLT_Photon175; + Bool_t HLT_Ele20_WPLoose_Gsf; + Bool_t HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_AK8PFJet260; + Bool_t HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_NoL2Matched; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1; + Bool_t HLT_Ele8_CaloIdM_TrackIdM_PFJet30; + Bool_t HLT_PFMETNoMu110_PFMHTNoMu110_IDTight; + Bool_t HLT_Photon110EB_TightID_TightIso; + Bool_t HLT_Mu7p5_Track2_Jpsi; + Bool_t HLT_PFMET120_PFMHT120_IDTight_PFHT60; + Bool_t HLT_Mu9_IP6_part2; + Bool_t HLT_CDC_L2cosmic_5p5_er1p0; + Bool_t HLT_DoubleMu33NoFiltersNoVtxDisplaced; + Bool_t HLT_HT430_DisplacedDijet40_DisplacedTrack; + Bool_t HLT_ZeroBias_FirstBXAfterTrain; + Bool_t HLT_AK8PFJetFwd320; + Bool_t HLT_CaloMET250_NotCleaned; + Bool_t HLT_Mu27_Ele37_CaloIdL_MW; + Bool_t HLT_Dimuon0_LowMass_L1_4R; + Bool_t HLT_RsqMR300_Rsq0p09_MR200; + Bool_t HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60; + Bool_t HLT_AK4CaloJet120; + Bool_t HLT_AK8PFJet360_TrimMass30; + Bool_t HLT_Mu8_IP3_part1; + Bool_t HLT_Dimuon0_Jpsi3p5_Muon2; + Bool_t HLT_Ele145_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165; + Bool_t HLT_Dimuon25_Jpsi_noCorrL1; + Bool_t HLT_IsoMu24_eta2p1; + Bool_t HLT_Dimuon0_Jpsi_L1_4R_0er1p5R; + Bool_t HLT_Mu7_IP4_part1; + Bool_t HLT_HT300_Beamspot; + Bool_t HLT_DiJet110_35_Mjj650_PFMET120; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_NoL2Matched; + Bool_t HLT_Mu3_PFJet40; + Bool_t HLT_Mu20_Mu10; + Bool_t HLT_AK8PFJet380_TrimMass30; + Bool_t HLT_DiJet110_35_Mjj650_PFMET110; + Bool_t HLT_Mu15_IsoVVVL_PFHT450_PFMET50; + Bool_t HLT_Mu9_IP5_part4; + Bool_t HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1; + Bool_t HLT_IsoMu27_MediumChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1; + Bool_t HLT_BTagMu_AK4DiJet40_Mu5_noalgo; + Bool_t HLT_DoublePhoton70; + Bool_t HLT_Photon100EEHE10; + Bool_t HLT_PFJetFwd15; + Bool_t HLT_DoubleMu4_3_Bs; + Bool_t HLT_Mu9_IP5_part3; + Bool_t HLT_HcalNZS; + Bool_t HLT_Mu7p5_L2Mu2_Jpsi; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5; + Bool_t HLT_AK8PFHT850_TrimMass50; + Bool_t HLT_DoubleMu4_Jpsi_NoVertexing; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMET100_PFMHT100_IDTight; + Bool_t HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350; + Bool_t HLT_Ele15_IsoVVVL_PFHT450; + Bool_t HLT_Mu7p5_Track3p5_Jpsi; + Bool_t HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ; + Bool_t HLT_QuadPFJet111_90_80_15_PFBTagDeepCSV_1p3_VBF2; + Bool_t HLT_PFJet200; + Bool_t HLT_AK8PFJetFwd450; + Bool_t HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu17_TrkIsoVVL; + Bool_t HLT_Rsq0p40; + Bool_t HLT_Physics_part3; + Bool_t HLT_DoublePhoton85; + Bool_t HLT_Dimuon12_Upsilon_y1p4; + Bool_t HLT_Ele20_eta2p1_WPLoose_Gsf; + Bool_t HLT_Mu8_IP6_part2; + Bool_t HLT_Mu12_DoublePFJets200_CaloBTagDeepCSV_p71; + Bool_t HLT_PFHT800_PFMET75_PFMHT75_IDTight; + Bool_t HLT_PFJetFwd260; + Bool_t HLT_PFHT800_PFMET85_PFMHT85_IDTight; + Bool_t HLT_DoubleMu4_3_Jpsi; + Bool_t HLT_AK8PFHT750_TrimMass50; + Bool_t HLT_ZeroBias_Beamspot; + Bool_t HLT_AK8PFJet450; + Bool_t HLT_HT430_DisplacedDijet60_DisplacedTrack; + Bool_t HLT_PFHT500_PFMET110_PFMHT110_IDTight; + Bool_t HLT_Dimuon24_Phi_noCorrL1; + Bool_t HLT_PFHT430; + Bool_t HLT_OldMu100; + Bool_t HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon; + Bool_t HLT_PFJet400; + Bool_t HLT_Mu12_IP6_part3; + Bool_t HLT_AK4CaloJet80; + Bool_t HLT_DiPFJetAve200; + Bool_t HLT_QuadPFJet103_88_75_15; + Bool_t HLT_VBF_DoubleLooseChargedIsoPFTauHPS20_Trk1_eta2p1; + Bool_t HLT_PFMET140_PFMHT140_IDTight_CaloBTagDeepCSV_3p1; + Bool_t HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_CrossL1; + Bool_t HLT_Mu7_IP4_part0; + Bool_t HLT_AK8PFJet420_TrimMass30; + Bool_t HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350; + Bool_t HLT_TripleMu_5_3_3_Mass3p8_DCA; + Bool_t HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1; + Bool_t HLT_PFJetFwd500; + Bool_t HLT_Ele15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5; + Bool_t HLT_Physics; + Bool_t HLT_PFJet260; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15; + Bool_t HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL; + Bool_t HLT_AK8PFJet550; + Bool_t HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_DoubleMu40NoFiltersNoVtxDisplaced; + Bool_t HLT_Mu3_L1SingleMu5orSingleMu7; + Bool_t HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_Dimuon0_Upsilon_Muon_NoL1Mass; + Bool_t HLT_ZeroBias_part5; + Bool_t HLT_IsoMu27; + Bool_t HLT_DoubleEle25_CaloIdL_MW; + Bool_t HLT_TkMu100; + Bool_t HLT_PFJet15; + Bool_t HLT_DoubleMu4_Mass3p8_DZ_PFHT350; + Bool_t HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1; + Bool_t HLT_Mu8_IP5_part1; + Bool_t HLT_Ele32_WPTight_Gsf; + Bool_t HLT_HT500_DisplacedDijet40_DisplacedTrack; + Bool_t HLT_Photon20; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu90_PFMHTNoMu90_IDTight; + Bool_t HLT_Mu9_IP4_part3; + Bool_t HLT_AK4PFJet80; + Bool_t HLT_DoubleMu3_TkMu_DsTau3Mu; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1; + Bool_t HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg; + Bool_t HLT_DiPFJetAve40; + Bool_t HLT_PFMET250_HBHECleaned; + Bool_t HLT_UncorrectedJetE70_NoBPTX3BX; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8; + Bool_t HLT_PFHT350; + Bool_t HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60; + Bool_t HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50; + Bool_t HLT_DiSC30_18_EIso_AND_HE_Mass70; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5NoOS; + Bool_t HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05; + Bool_t HLT_Mu12; + Bool_t HLT_BTagMu_AK4DiJet40_Mu5; + Bool_t HLT_Mu38NoFiltersNoVtxDisplaced_Photon38_CaloIdL; + Bool_t HLT_TripleJet110_35_35_Mjj650_PFMET110; + Bool_t HLT_MET120_IsoTrk50; + Bool_t HLT_BTagMu_AK8Jet170_DoubleMu5; + Bool_t HLT_CaloMET300_HBHECleaned; + Bool_t HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ; + Bool_t HLT_Mu9_IP6_part0; + Bool_t HLT_PFJetFwd450; + Bool_t HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_Mu55; + Bool_t HLT_QuadPFJet105_88_76_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; + Bool_t HLT_PFMETTypeOne130_PFMHT130_IDTight; + Bool_t HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto_Mass55; + Bool_t HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110; + Bool_t HLT_L1SingleMu25; + Bool_t HLT_BTagMu_AK4Jet300_Mu5; + Bool_t HLT_DoubleMu3_DZ_PFMET50_PFMHT60; + Bool_t HLT_L1ETMHadSeeds; + Bool_t HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_DiPFJetAve140; + Bool_t HLT_ZeroBias_part3; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02; + Bool_t HLT_Mu8_DiEle12_CaloIdL_TrackIdL; + Bool_t HLT_DiEle27_WPTightCaloOnly_L1DoubleEG; + Bool_t HLT_AK8PFJetFwd40; + Bool_t HLT_CaloJet500_NoJetID; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight; + Bool_t HLT_Photon33; + Bool_t HLT_VBF_DoubleTightChargedIsoPFTauHPS20_Trk1_eta2p1; + Bool_t HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_BTagMu_AK4DiJet20_Mu5_noalgo; + Bool_t HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5er2p0M; + Bool_t HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned; + Bool_t HLT_AK8PFJetFwd400; + Bool_t HLT_PFJet450; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_CrossL1; + Bool_t HLT_Physics_part5; + Bool_t HLT_ZeroBias; + Bool_t HLT_ZeroBias_part1; + Bool_t HLT_Mu25_TkMu0_Onia; + Bool_t HLT_Ele35_WPTight_Gsf_L1EGMT; + Bool_t HLT_CaloMET100_HBHECleaned; + Bool_t HLT_AK4PFJet120; + Bool_t HLT_DiPFJetAve60_HFJEC; + Bool_t HLT_Photon75; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1; + Bool_t HLT_Mu19_TrkIsoVVL; + Bool_t HLT_Mu20_TkMu0_Phi; + Bool_t HLT_HT450_Beamspot; + Bool_t HLT_Mu7p5_Track2_Upsilon; + Bool_t HLT_IsoMu27_LooseChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1; + Bool_t HLT_PFMETNoMu140_PFMHTNoMu140_IDTight; + Bool_t HLT_DoubleEle24_eta2p1_WPTight_Gsf; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_Ele20_WPTight_Gsf; + Bool_t HLT_AK8PFJetFwd15; + Bool_t HLT_Mu15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu80_PFMHTNoMu80_IDTight; + Bool_t HLT_DoubleMu3_DCA_PFMET50_PFMHT60; + Bool_t HLT_Mu20_Mu10_DZ; + Bool_t HLT_Photon300_NoHE; + Bool_t HLT_DiPFJetAve300_HFJEC; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL; + Bool_t HLT_DoubleIsoMu20_eta2p1; + Bool_t HLT_HT400_DisplacedDijet40_DisplacedTrack; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; + Bool_t HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R; + Bool_t HLT_PFJet25; + Bool_t HLT_Photon100EE_TightID_TightIso; + Bool_t HLT_DoubleEle33_CaloIdL_MW; + Bool_t HLT_Ele32_WPTight_Gsf_L1DoubleEG; + Bool_t HLT_DoubleL2Mu50; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8; + Bool_t HLT_DoubleMu3_DZ_PFMET90_PFMHT90; + Bool_t HLT_Mu7p5_L2Mu2_Upsilon; + Bool_t HLT_ZeroBias_FirstCollisionAfterAbortGap; + Bool_t HLT_PFJet80; + Bool_t HLT_Mu23_Mu12_SameSign_DZ; + Bool_t HLT_Mu12_DoublePFJets40_CaloBTagDeepCSV_p71; + Bool_t HLT_Dimuon18_PsiPrime; + Bool_t HLT_Physics_part7; + Bool_t HLT_IsoMu27_MET90; + Bool_t HLT_AK8PFJetFwd80; + Bool_t HLT_IsoTrackHE; + Bool_t HLT_DoubleMu4_Jpsi_Displaced; + Bool_t HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60; + Bool_t HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; + Bool_t HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMET70_PFMHT70_IDTight; + Bool_t HLT_PFJet500; + Bool_t HLT_AK8PFJet140; + Bool_t HLT_PFMET100_PFMHT100_IDTight_CaloBTagDeepCSV_3p1; + Bool_t HLT_Ele28_HighEta_SC20_Mass55; + Bool_t HLT_L1NotBptxOR; + Bool_t HLT_Mu20_Mu10_SameSign_DZ; + Bool_t HLT_Dimuon0_Jpsi_L1_NoOS; + Bool_t HLT_CaloMET250_HBHECleaned; + Bool_t HLT_Physics_part4; + Bool_t HLT_CaloMET70_HBHECleaned; + Bool_t HLT_AK4PFJet30; + Bool_t HLT_BTagMu_AK4DiJet110_Mu5_noalgo; + Bool_t HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg; + Bool_t HLT_L1UnpairedBunchBptxPlus; + Bool_t HLT_TripleJet110_35_35_Mjj650_PFMET130; + Bool_t HLT_Photon60_R9Id90_CaloIdL_IsoL; + Bool_t HLT_Mu9_IP6_part3; + Bool_t HLT_AK8PFHT900_TrimMass50; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu12_DoublePFJets100_CaloBTagDeepCSV_p71; + Bool_t HLT_Dimuon25_Jpsi; + Bool_t HLT_Mu15_IsoVVVL_PFHT600; + Bool_t HLT_Rsq0p35; + Bool_t HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95; + Bool_t HLT_RsqMR320_Rsq0p09_MR200_4jet; + Bool_t HLT_BTagMu_AK8DiJet170_Mu5; + Bool_t HLT_PFHT590; + Bool_t HLT_PFJet40; + Bool_t HLT_Mu9_IP6_part1; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1; + Bool_t HLT_DoubleTrkMu_16_6_NoFiltersNoVtx; + Bool_t HLT_DoubleMu43NoFiltersNoVtx; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_CrossL1; + Bool_t HLT_BTagMu_AK4DiJet70_Mu5_noalgo; + Bool_t HLT_Mu8_IP5_part2; + Bool_t HLT_IsoMu20; + Bool_t HLT_BTagMu_AK4DiJet110_Mu5; + Bool_t HLT_BTagMu_AK8Jet300_Mu5_noalgo; + Bool_t HLT_ZeroBias_part6; + Bool_t HLT_L1SingleMu18; + Bool_t HLT_Mu18_Mu9; + Bool_t HLT_SinglePhoton10_Eta3p1ForPPRef; + Bool_t HLT_TrkMu6NoFiltersNoVtx; + Bool_t HLT_Mu20; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ; + Bool_t HLT_DiPFJetAve220_HFJEC; + Bool_t HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; + Bool_t HLT_Mu8_IP5_part4; + Bool_t HLT_PFMET100_PFMHT100_IDTight_PFHT60; + Bool_t HLT_Photon50; + Bool_t HLT_DiPFJetAve60; + Bool_t HLT_Trimuon5_3p5_2_Upsilon_Muon; + Bool_t HLT_Mu12_IP6_part1; + Bool_t HLT_QuadPFJet111_90_80_15; + Bool_t HLT_Ele135_CaloIdVT_GsfTrkIdT; + Bool_t HLT_PFMETTypeOne110_PFMHT110_IDTight; + Bool_t HLT_AK4PFJet100; + Bool_t HLT_ZeroBias_LastCollisionInTrain; + Bool_t HLT_PFMET110_PFMHT110_IDTight_CaloBTagDeepCSV_3p1; + Bool_t HLT_PFHT700_PFMET95_PFMHT95_IDTight; + Bool_t HLT_Mu23_Mu12_DZ; + Bool_t HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1; + Bool_t HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto; + Bool_t HLT_Ele28_eta2p1_WPTight_Gsf_HT150; + Bool_t HLT_PFMET130_PFMHT130_IDTight_CaloBTagDeepCSV_3p1; + Bool_t HLT_DiPFJetAve160_HFJEC; + Bool_t HLT_PFMET200_HBHE_BeamHaloCleaned; + Bool_t HLT_PFJetFwd140; + Bool_t HLT_DiPFJetAve260; + Bool_t HLT_Ele35_WPTight_Gsf; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight; + Bool_t HLT_BTagMu_AK4DiJet20_Mu5; + Bool_t HLT_MET105_IsoTrk50; + Bool_t HLT_Ele200_CaloIdVT_GsfTrkIdT; + Bool_t HLT_SinglePhoton20_Eta3p1ForPPRef; + Bool_t HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5; + Bool_t HLT_Dimuon0_LowMass_L1_0er1p5; + Bool_t HLT_DoubleMu4_LowMassNonResonantTrk_Displaced; + Bool_t HLT_Ele115_CaloIdVT_GsfTrkIdT; + Bool_t HLT_SingleJet30_Mu12_SinglePFJet40; + Bool_t HLT_ZeroBias_part7; + Bool_t HLT_TripleMu_5_3_3_Mass3p8_DZ; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100; + Bool_t HLT_BTagMu_AK4DiJet170_Mu5; + Bool_t HLT_CaloJet550_NoJetID; + Bool_t HLT_PFMET110_PFMHT110_IDTight; + Bool_t HLT_Photon200; + Bool_t HLT_PFHT370; + Bool_t HLT_Photon50_R9Id90_HE10_IsoM; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL; + Bool_t HLT_QuadPFJet105_88_76_15; + Bool_t HLT_HcalCalibration; + Bool_t HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr; + Bool_t HLT_Physics_part6; + Bool_t HLT_CaloMET80_NotCleaned; + Bool_t HLT_AK8PFJet60; + Bool_t HLT_AK8PFJet40; + Bool_t HLT_Mu9_IP5_part1; + Bool_t HLT_QuadPFJet105_88_76_15_PFBTagDeepCSV_1p3_VBF2; + Bool_t HLT_PFJetFwd400; + Bool_t HLT_PFMET130_PFMHT130_IDTight; + Bool_t HLT_Ele15_WPLoose_Gsf; + Bool_t HLT_DoubleMu4_JpsiTrkTrk_Displaced; + Bool_t HLT_AK8PFJetFwd200; + Bool_t HLT_Dimuon0_Upsilon_L1_5M; + Bool_t HLT_TripleMu_12_10_5; + Bool_t HLT_Physics_part1; + Bool_t HLT_Mu18_Mu9_SameSign; + Bool_t HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4; + Bool_t HLT_L2Mu10_NoVertex_NoBPTX; + Bool_t HLT_PFHT890; + Bool_t HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx; + Bool_t HLT_PFJet320; + Bool_t HLT_TrkMu16NoFiltersNoVtx; + Bool_t HLT_AK8PFJetFwd140; + Bool_t HLT_PFHT1050; + Bool_t HLT_Mu8_IP5_part3; + Bool_t HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL; + Bool_t HLT_Mu9_IP4_part4; + Bool_t HLT_PFJetFwd60; + Bool_t HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_eta2p1_Reg; + Bool_t HLT_Mu9_IP5_part0; + Bool_t HLT_PFJetFwd80; + Bool_t HLT_Photon90_CaloIdL_PFHT700; + Bool_t HLT_L2Mu23NoVtx_2Cha; + Bool_t HLT_DoubleMu4_PsiPrimeTrk_Displaced; + Bool_t HLT_Dimuon0_LowMass_L1_4; + Bool_t HLT_BTagMu_AK4Jet300_Mu5_noalgo; + Bool_t HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass; + Bool_t HLT_Photon100EBHE10; + Bool_t HLT_L2Mu50; + Bool_t HLT_ZeroBias_Alignment; + Bool_t HLT_Mu50_IsoVVVL_PFHT450; + Bool_t HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed_NoL2Matched; + Bool_t HLT_PFHT180; + Bool_t HLT_CaloMET80_HBHECleaned; + Bool_t HLT_Mu8_IP5_part0; + Bool_t HLT_Ele17_CaloIdM_TrackIdM_PFJet30; + Bool_t HLT_Mu9_IP6_part4; + Bool_t HLT_PFJet60; + Bool_t HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1; + Bool_t HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu8_IP3_part4; + Bool_t HLT_Dimuon0_Upsilon_Muon_L1_TM0; + Bool_t HLT_Mu8_IP3_part0; + Bool_t HLT_DiPFJetAve320; + Bool_t HLT_Ele28_WPTight_Gsf; + Bool_t HLT_Photon20_HoverELoose; + Bool_t HLT_DiPFJetAve80; + Bool_t HLT_Mu8; + Bool_t HLT_Mu17; + Bool_t HLT_PFMET120_PFMHT120_IDTight_CaloBTagDeepCSV_3p1; + Bool_t HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; + Bool_t HLT_PFHT400_SixPFJet32_DoublePFBTagDeepCSV_2p94; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3; + Bool_t HLT_DoubleMu20_7_Mass0to30_L1_DM4EG; + Bool_t HLT_Mu12_DoublePhoton20; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_CrossL1; + Bool_t HLT_PFHT510; + Bool_t HLT_Mu9_IP4_part1; + Bool_t HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; + Bool_t HLT_PFJetFwd40; + Bool_t HLT_Photon120; + Bool_t HLT_AK8PFJet200; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5er2p0; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30; + Bool_t HLT_Photon100EB_TightID_TightIso; + Bool_t HLT_DiPFJetAve500; + Bool_t HLT_SinglePhoton30_Eta3p1ForPPRef; + Bool_t HLT_IsoMu24; + Bool_t HLT_PFMETTypeOne120_PFMHT120_IDTight; + Bool_t HLT_Mu18_Mu9_SameSign_DZ; + Bool_t HLT_PFMET140_PFMHT140_IDTight; + Bool_t HLT_Mu25_TkMu0_Phi; + Bool_t HLT_AK4CaloJet100; + Bool_t HLT_Mu15; + Bool_t HLT_Mu9_IP4_part0; + Bool_t HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; + Bool_t HLT_DiJet110_35_Mjj650_PFMET130; + Bool_t HLT_PFJet550; + Bool_t HLT_DiPFJetAve400; + Bool_t HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon; + Bool_t HLT_PFHT450_SixPFJet36; + Bool_t HLT_QuadPFJet103_88_75_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; + Bool_t HLT_L1UnpairedBunchBptxMinus; + Bool_t HLT_CaloMET90_HBHECleaned; + Bool_t HLT_TriplePhoton_30_30_10_CaloIdLV2; + Bool_t HLT_AK8PFJet320; + Bool_t HLT_ZeroBias_part0; + Bool_t HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; + Bool_t HLT_Mu37_TkMu27; + Bool_t HLT_IsoMu24_TwoProngs35; + Bool_t HLT_Mu12_IP6_part4; + Bool_t HLT_DoubleL2Mu23NoVtx_2Cha_NoL2Matched; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np2; + Bool_t HLT_PFHT780; + Bool_t HLT_Dimuon0_LowMass; + Bool_t HLT_Mu7p5_Track7_Upsilon; + Bool_t HLT_IsoMu30; + Bool_t HLT_DoubleEle27_CaloIdL_MW; + Bool_t HLT_Mu4_TrkIsoVVL_DiPFJet90_40_DEta3p5_MJJ750_HTT300_PFMETNoMu60; + Bool_t HLT_CaloMET90_NotCleaned; + Bool_t HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM; + Bool_t HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX; + Bool_t HLT_DoublePFJets40_CaloBTagDeepCSV_p71; + Bool_t HLT_PFHT450_SixPFJet36_PFBTagDeepCSV_1p59; + Bool_t HLT_Mu50; + Bool_t HLT_Dimuon0_Jpsi_NoVertexing_NoOS; + Bool_t HLT_Photon30_HoverELoose; + Bool_t HLT_Mu7_IP4_part4; + Bool_t HLT_IsoTrackHB; + Bool_t HLT_AK4CaloJet40; + Bool_t HLT_AK8PFJet400_TrimMass30; + Bool_t HLT_HcalPhiSym; + Bool_t HLT_AK8PFJet80; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4; + Bool_t HLT_Dimuon0_Jpsi_NoVertexing; + Bool_t HLT_TripleJet110_35_35_Mjj650_PFMET120; + Bool_t HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_PFMETNoMu120_PFMHTNoMu120_IDTight; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3; + Bool_t HLT_Mu30_TkMu0_Upsilon; + Bool_t HLT_Dimuon24_Upsilon_noCorrL1; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight; + Bool_t HLT_QuadPFJet98_83_71_15; + Bool_t HLT_PFMET300_HBHECleaned; + Bool_t HLT_Mu30_TkMu0_Psi; + Bool_t HLT_DoubleMu4_JpsiTrk_Displaced; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3; + Bool_t HLT_ZeroBias_part4; + Bool_t HLT_Ele40_WPTight_Gsf; + Bool_t HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_eta2p1_Reg; + Bool_t HLT_Photon120_R9Id90_HE10_IsoM; + Bool_t HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL; + Bool_t HLT_Ele30_WPTight_Gsf; + Bool_t HLT_PFHT400_SixPFJet32; + Bool_t HLT_HT550_DisplacedDijet60_Inclusive; + Bool_t HLT_DoublePFJets100_CaloBTagDeepCSV_p71; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30_CaloBtagDeepCSV_1p5; + Bool_t HLT_RsqMR320_Rsq0p09_MR200; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1; + Bool_t HLT_DiMu4_Ele9_CaloIdL_TrackIdL_DZ_Mass3p8; + Bool_t HLT_Dimuon20_Jpsi_Barrel_Seagulls; + Bool_t HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p1; + Bool_t HLT_ECALHT800; + Bool_t HLT_ZeroBias_part2; + Bool_t HLT_Dimuon0_LowMass_L1_TM530; + Bool_t HLT_Mu3er1p5_PFJet100er2p5_PFMET90_PFMHT90_IDTight; + Bool_t HLT_L2Mu10_NoVertex_NoBPTX3BX; + Bool_t HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; + Bool_t HLT_CaloMET350_HBHECleaned; + Bool_t HLT_Mu7p5_Track3p5_Upsilon; + Bool_t HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; + Bool_t HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60; + Bool_t HLT_BTagMu_AK8DiJet170_Mu5_noalgo; + Bool_t HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX; + Bool_t HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_CrossL1; + Bool_t HLT_HcalIsolatedbunch; + Bool_t HLT_AK8PFJet500; + Bool_t HLT_Random; + Bool_t HLT_DoubleL2Mu23NoVtx_2Cha; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30; + Bool_t HLT_PFHT350MinPFJet15; + Bool_t HLT_QuadPFJet98_83_71_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; + Bool_t HLT_PFHT680; + Bool_t HLT_Mu37_Ele27_CaloIdL_MW; + Bool_t HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_DiPFJetAve80_HFJEC; + Bool_t HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_ZeroBias_FirstCollisionInTrain; + Bool_t HLT_Mu9_IP5_part2; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_PFBtagDeepCSV_1p5; + Bool_t HLT_PFJetFwd200; + Bool_t HLT_Physics_part2; + Bool_t HLT_DoubleMu20_7_Mass0to30_L1_DM4; + Bool_t HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1; + Bool_t HLT_BTagMu_AK4DiJet170_Mu5_noalgo; + Bool_t HLT_DoublePhoton33_CaloIdL; + Bool_t HLT_Mu12_IP6_part2; + Bool_t HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ; + Bool_t HLT_PFJet140; + Bool_t HLT_PFHT250; + Bool_t HLT_PFMETNoMu130_PFMHTNoMu130_IDTight; + Bool_t HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1; + Bool_t HLT_Mu8_IP6_part0; + Bool_t HLT_CDC_L2cosmic_5_er1p0; + Bool_t HLT_AK8PFJetFwd25; + Bool_t HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL; + Bool_t HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1; + Bool_t HLT_EcalCalibration; + Bool_t HLT_HT650_DisplacedDijet60_Inclusive; + Bool_t HLT_QuadPFJet103_88_75_15_PFBTagDeepCSV_1p3_VBF2; + Bool_t HLT_AK4CaloJet50; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8; + Bool_t HLT_PFMET120_PFMHT120_IDTight; + Bool_t HLT_TriplePhoton_20_20_20_CaloIdLV2; + Bool_t HLT_ZeroBias_IsolatedBunches; + Bool_t HLT_PFHT700_PFMET85_PFMHT85_IDTight; + Bool_t HLT_Physics_part0; + Bool_t HLT_Mu8_IP6_part4; + Bool_t HLT_BTagMu_AK8Jet300_Mu5; + Bool_t HLT_PFHT500_PFMET100_PFMHT100_IDTight; + Bool_t HLT_DoublePFJets350_CaloBTagDeepCSV_p71; + Bool_t HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60; + Bool_t HLT_RsqMR300_Rsq0p09_MR200_4jet; + Bool_t HLT_Mu18_Mu9_DZ; + Bool_t HLT_Mu8_IP3_part2; + Bool_t HLT_Mu8_IP6_part1; + Bool_t HLT_QuadPFJet111_90_80_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; + Bool_t HLT_Dimuon0_Upsilon_L1_5; + Bool_t HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx; + Bool_t HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Ele17_WPLoose_Gsf; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3; + Bool_t L1_DoubleMu0er2p0_SQ_dR_Max1p4; + Bool_t L1_SingleJet60; + Bool_t L1_ETMHF120_NotSecondBunchInTrain; + Bool_t L1_IsoEG32er2p5_Mt48; + Bool_t L1_SingleEG40er2p5; + Bool_t L1_DoubleIsoTau32er2p1; + Bool_t L1_DoubleMu4p5_SQ_OS_dR_Max1p2; + Bool_t L1_SingleEG10er2p5; + Bool_t L1_SingleJet140er2p5_ETMHF80; + Bool_t L1_DoubleEG_22_10_er2p5; + Bool_t L1_BPTX_NotOR_VME; + Bool_t L1_DoubleEG8er2p5_HTT260er; + Bool_t L1_BPTX_OR_Ref4_VME; + Bool_t L1_SingleMu22_OMTF; + Bool_t L1_DoubleJet112er2p3_dEta_Max1p6; + Bool_t L1_ETMHF110; + Bool_t L1_QuadJet_95_75_65_20_DoubleJet_75_65_er2p5_Jet20_FWD3p0; + Bool_t L1_BPTX_BeamGas_Ref2_VME; + Bool_t L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4; + Bool_t L1_SingleMu18; + Bool_t L1_SingleMu20; + Bool_t L1_BptxXOR; + Bool_t L1_HTT200er; + Bool_t L1_SingleMu22_EMTF; + Bool_t L1_SecondBunchInTrain; + Bool_t L1_SingleMu18er1p5; + Bool_t L1_TripleMu3; + Bool_t L1_TripleMu_5SQ_3SQ_0OQ; + Bool_t L1_LastCollisionInTrain; + Bool_t L1_DoubleJet_100_30_DoubleJet30_Mass_Min620; + Bool_t L1_FirstBunchInTrain; + Bool_t L1_DoubleLooseIsoEG24er2p1; + Bool_t L1_Mu3_Jet120er2p5_dR_Max0p8; + Bool_t L1_DoubleEG_25_14_er2p5; + Bool_t L1_DoubleMu4_SQ_OS; + Bool_t L1_ZeroBias_copy; + Bool_t L1_HTT280er_QuadJet_70_55_40_35_er2p4; + Bool_t L1_LooseIsoEG28er2p1_HTT100er; + Bool_t L1_QuadMu0_OQ; + Bool_t L1_DoubleMu0er1p5_SQ_OS; + Bool_t L1_BPTX_BeamGas_B2_VME; + Bool_t L1_SingleJet120er2p5; + Bool_t L1_DoubleLooseIsoEG22er2p1; + Bool_t L1_SingleJet8erHE; + Bool_t L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; + Bool_t L1_BPTX_AND_Ref4_VME; + Bool_t L1_DoubleEG8er2p5_HTT280er; + Bool_t L1_FirstBunchAfterTrain; + Bool_t L1_SingleIsoEG28er1p5; + Bool_t L1_HTT320er_QuadJet_70_55_40_40_er2p4; + Bool_t L1_HTT320er_QuadJet_80_60_er2p1_45_40_er2p3; + Bool_t L1_SingleJet90er2p5; + Bool_t L1_DoubleMu5_SQ_EG9er2p5; + Bool_t L1_DoubleEG8er2p5_HTT320er; + Bool_t L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9; + Bool_t L1_DoubleMu0er1p5_SQ; + Bool_t L1_QuadJet36er2p5_IsoTau52er2p1; + Bool_t L1_TripleEG_16_15_8_er2p5; + Bool_t L1_DoubleIsoTau36er2p1; + Bool_t L1_DoubleJet30er2p5_Mass_Min150_dEta_Max1p5; + Bool_t L1_Mu22er2p1_IsoTau32er2p1; + Bool_t L1_SingleMuCosmics_BMTF; + Bool_t L1_DoubleEG8er2p5_HTT300er; + Bool_t L1_SingleJet90_FWD3p0; + Bool_t L1_SingleEG36er2p5; + Bool_t L1_DoubleMu3_SQ_ETMHF50_HTT60er; + Bool_t L1_Mu3_Jet60er2p5_dR_Max0p4; + Bool_t L1_ETMHF120; + Bool_t L1_BptxOR; + Bool_t L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4; + Bool_t L1_IsoEG32er2p5_Mt44; + Bool_t L1_SingleIsoEG24er2p1; + Bool_t L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6; + Bool_t L1_Mu3er1p5_Jet100er2p5_ETMHF50; + Bool_t L1_SingleJet90; + Bool_t L1_SingleJet35er2p5; + Bool_t L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6; + Bool_t L1_SingleJet140er2p5_ETMHF90; + Bool_t L1_SingleMuOpen_er1p4_NotBptxOR_3BX; + Bool_t L1_DoubleMu4p5er2p0_SQ_OS; + Bool_t L1_SingleMu12_DQ_EMTF; + Bool_t L1_HTT360er; + Bool_t L1_DoubleJet150er2p5; + Bool_t L1_Mu7_LooseIsoEG20er2p5; + Bool_t L1_QuadJet60er2p5; + Bool_t L1_SingleIsoEG34er2p5; + Bool_t L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17; + Bool_t L1_DoubleEG_LooseIso25_12_er2p5; + Bool_t L1_FirstCollisionInTrain; + Bool_t L1_HTT320er; + Bool_t L1_Mu18er2p1_Tau24er2p1; + Bool_t L1_Mu22er2p1_IsoTau40er2p1; + Bool_t L1_SingleMu7_DQ; + Bool_t L1_ETMHF140; + Bool_t L1_ETMHF110_HTT60er; + Bool_t L1_SingleIsoEG28er2p5; + Bool_t L1_ETMHF120_HTT60er; + Bool_t L1_DoubleEG_LooseIso20_10_er2p5; + Bool_t L1_ETMHF100_HTT60er; + Bool_t L1_DoubleJet_110_35_DoubleJet35_Mass_Min620; + Bool_t L1_ETT1600; + Bool_t L1_DoubleMu0; + Bool_t L1_TripleJet_105_85_75_DoubleJet_85_75_er2p5; + Bool_t L1_SingleMuCosmics_OMTF; + Bool_t L1_SingleMu7; + Bool_t L1_HTT280er; + Bool_t L1_SingleMu16er1p5; + Bool_t L1_DoubleMu3_SQ_HTT220er; + Bool_t L1_Mu5_EG23er2p5; + Bool_t L1_DoubleMu18er2p1; + Bool_t L1_DoubleMu3_SQ_HTT260er; + Bool_t L1_DoubleJet30er2p5_Mass_Min250_dEta_Max1p5; + Bool_t L1_LastBunchInTrain; + Bool_t L1_DoubleEG_LooseIso22_12_er2p5; + Bool_t L1_SingleIsoEG28er2p1; + Bool_t L1_DoubleJet40er2p5; + Bool_t L1_DoubleMu_15_7_SQ; + Bool_t L1_SingleMu0_EMTF; + Bool_t L1_TOTEM_2; + Bool_t L1_TripleMu0_SQ; + Bool_t L1_BptxMinus; + Bool_t L1_SingleJet43er2p5_NotBptxOR_3BX; + Bool_t L1_DoubleJet_80_30_Mass_Min420_Mu8; + Bool_t L1_TOTEM_3; + Bool_t L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3; + Bool_t L1_DoubleEG8er2p5_HTT340er; + Bool_t L1_SingleMu10er1p5; + Bool_t L1_SingleEG38er2p5; + Bool_t L1_HTT255er; + Bool_t L1_HTT160er; + Bool_t L1_SingleMuOpen; + Bool_t L1_LooseIsoEG26er2p1_HTT100er; + Bool_t L1_Mu6_DoubleEG15er2p5; + Bool_t L1_DoubleMu10_SQ; + Bool_t L1_LooseIsoEG30er2p1_HTT100er; + Bool_t L1_SingleMuOpen_er1p1_NotBptxOR_3BX; + Bool_t L1_DoubleEG_25_12_er2p5; + Bool_t L1_TripleEG_16_12_8_er2p5; + Bool_t L1_SingleJet120; + Bool_t L1_TripleMu0_OQ; + Bool_t L1_BPTX_AND_Ref1_VME; + Bool_t L1_DoubleJet_90_30_DoubleJet30_Mass_Min620; + Bool_t L1_HCAL_LaserMon_Trig; + Bool_t L1_BPTX_BeamGas_Ref1_VME; + Bool_t L1_Mu22er2p1_Tau70er2p1; + Bool_t L1_HTT320er_QuadJet_80_60_er2p1_50_45_er2p3; + Bool_t L1_SingleMu0_BMTF; + Bool_t L1_BPTX_RefAND_VME; + Bool_t L1_DoubleMu0_SQ_OS; + Bool_t L1_ETMHF110_HTT60er_NotSecondBunchInTrain; + Bool_t L1_UnprefireableEvent; + Bool_t L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3; + Bool_t L1_ETMHF100; + Bool_t L1_SingleIsoEG26er2p1; + Bool_t L1_ETMHF130; + Bool_t L1_DoubleEG_15_10_er2p5; + Bool_t L1_DoubleMu_12_5; + Bool_t L1_TripleMu_5_3_3_SQ; + Bool_t L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5; + Bool_t L1_HCAL_LaserMon_Veto; + Bool_t L1_DoubleJet_120_45_DoubleJet45_Mass_Min620_Jet60TT28; + Bool_t L1_SingleMu0_OMTF; + Bool_t L1_DoubleMu3_dR_Max1p6_Jet90er2p5_dR_Max0p8; + Bool_t L1_ETT2000; + Bool_t L1_DoubleJet_115_40_DoubleJet40_Mass_Min620; + Bool_t L1_SingleJet140er2p5; + Bool_t L1_HTT120er; + Bool_t L1_MinimumBiasHF0_AND_BptxAND; + Bool_t L1_SingleEG34er2p5; + Bool_t L1_AlwaysTrue; + Bool_t L1_SingleTau120er2p1; + Bool_t L1_DoubleEG_20_10_er2p5; + Bool_t L1_DoubleJet_115_40_DoubleJet40_Mass_Min620_Jet60TT28; + Bool_t L1_ETM150; + Bool_t L1_TripleEG16er2p5; + Bool_t L1_Mu22er2p1_IsoTau34er2p1; + Bool_t L1_DoubleMu_15_5_SQ; + Bool_t L1_SingleIsoEG30er2p5; + Bool_t L1_SingleJet120_FWD3p0; + Bool_t L1_DoubleMu_15_7; + Bool_t L1_UnpairedBunchBptxMinus; + Bool_t L1_SingleLooseIsoEG28er1p5; + Bool_t L1_HTT450er; + Bool_t L1_SingleMuCosmics; + Bool_t L1_SingleEG50; + Bool_t L1_FirstCollisionInOrbit; + Bool_t L1_FirstBunchBeforeTrain; + Bool_t L1_SingleMu7er1p5; + Bool_t L1_TripleMu_5_5_3; + Bool_t L1_TripleJet_100_80_70_DoubleJet_80_70_er2p5; + Bool_t L1_HTT400er; + Bool_t L1_DoubleJet35_Mass_Min450_IsoTau45_RmOvlp; + Bool_t L1_IsoTau40er2p1_ETMHF90; + Bool_t L1_Mu3_Jet30er2p5; + Bool_t L1_SingleJet160er2p5; + Bool_t L1_DoubleJet100er2p3_dEta_Max1p6; + Bool_t L1_SingleMu22_BMTF; + Bool_t L1_IsoEG32er2p5_Mt40; + Bool_t L1_DoubleTau70er2p1; + Bool_t L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18; + Bool_t L1_Mu3_Jet35er2p5_dR_Max0p4; + Bool_t L1_Mu7_EG23er2p5; + Bool_t L1_DoubleEG_LooseIso22_10_er2p5; + Bool_t L1_ETMHF90_HTT60er; + Bool_t L1_Mu5_LooseIsoEG20er2p5; + Bool_t L1_SingleMu8er1p5; + Bool_t L1_Mu6_DoubleEG17er2p5; + Bool_t L1_DoubleMu3_SQ_HTT240er; + Bool_t L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5_OR_DoubleJet40er2p5; + Bool_t L1_SingleEG60; + Bool_t L1_LooseIsoEG22er2p1_Tau70er2p1_dR_Min0p3; + Bool_t L1_SingleIsoEG30er2p1; + Bool_t L1_Mu3_Jet16er2p5_dR_Max0p4; + Bool_t L1_SingleMu6er1p5; + Bool_t L1_LooseIsoEG24er2p1_HTT100er; + Bool_t L1_TOTEM_4; + Bool_t L1_QuadMu0; + Bool_t L1_DoubleJet30er2p5_Mass_Min300_dEta_Max1p5; + Bool_t L1_SingleMu14er1p5; + Bool_t L1_Mu18er2p1_Tau26er2p1; + Bool_t L1_SingleTau130er2p1; + Bool_t L1_BptxPlus; + Bool_t L1_TripleEG_18_18_12_er2p5; + Bool_t L1_TripleMu0; + Bool_t L1_DoubleIsoTau34er2p1; + Bool_t L1_TripleEG_18_17_8_er2p5; + Bool_t L1_SingleIsoEG32er2p5; + Bool_t L1_SingleJet60er2p5; + Bool_t L1_DoubleMu4_SQ_EG9er2p5; + Bool_t L1_IsoTau40er2p1_ETMHF120; + Bool_t L1_SingleIsoEG24er1p5; + Bool_t L1_IsolatedBunch; + Bool_t L1_DoubleJet30er2p5_Mass_Min330_dEta_Max1p5; + Bool_t L1_BPTX_OR_Ref3_VME; + Bool_t L1_TripleMu3_SQ; + Bool_t L1_Mu3_Jet120er2p5_dR_Max0p4; + Bool_t L1_SingleEG26er2p5; + Bool_t L1_Mu22er2p1_IsoTau36er2p1; + Bool_t L1_SingleJet20er2p5_NotBptxOR_3BX; + Bool_t L1_SingleMu12er1p5; + Bool_t L1_Mu12er2p3_Jet40er2p1_dR_Max0p4_DoubleJet40er2p1_dEta_Max1p6; + Bool_t L1_SingleMu9er1p5; + Bool_t L1_DoubleJet30er2p5_Mass_Min360_dEta_Max1p5; + Bool_t L1_DoubleJet_80_30_Mass_Min420_IsoTau40_RmOvlp; + Bool_t L1_DoubleMu9_SQ; + Bool_t L1_SingleIsoEG32er2p1; + Bool_t L1_SingleJet12erHE; + Bool_t L1_SingleLooseIsoEG30er1p5; + Bool_t L1_SingleJet200; + Bool_t L1_BPTX_AND_Ref3_VME; + Bool_t L1_DoubleEG_27_14_er2p5; + Bool_t L1_DoubleJet_80_30_Mass_Min420_DoubleMu0_SQ; + Bool_t L1_SingleJet10erHE; + Bool_t L1_SingleMuCosmics_EMTF; + Bool_t L1_SingleEG15er2p5; + Bool_t L1_SingleIsoEG26er2p5; + Bool_t L1_DoubleMu0er2p0_SQ_OS_dR_Max1p4; + Bool_t L1_SingleJet46er2p5_NotBptxOR_3BX; + Bool_t L1_IsoTau40er2p1_ETMHF100; + Bool_t L1_SingleEG45er2p5; + Bool_t L1_SingleMu5; + Bool_t L1_Mu3er1p5_Jet100er2p5_ETMHF40; + Bool_t L1_Mu6_HTT250er; + Bool_t L1_TOTEM_1; + Bool_t L1_TripleMu_5_3_3; + Bool_t L1_TripleMu_5_3p5_2p5_OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17; + Bool_t L1_TripleMu_5_3p5_2p5; + Bool_t L1_Mu6_HTT240er; + Bool_t L1_LooseIsoEG26er2p1_Jet34er2p5_dR_Min0p3; + Bool_t L1_LooseIsoEG30er2p1_Jet34er2p5_dR_Min0p3; + Bool_t L1_SingleJet35_FWD3p0; + Bool_t L1_SingleJet20er2p5_NotBptxOR; + Bool_t L1_DoubleMu0_Mass_Min1; + Bool_t L1_ZeroBias; + Bool_t L1_SingleMu12_DQ_BMTF; + Bool_t L1_DoubleJet_120_45_DoubleJet45_Mass_Min620; + Bool_t L1_TripleJet_95_75_65_DoubleJet_75_65_er2p5; + Bool_t L1_Mu6_DoubleEG10er2p5; + Bool_t L1_LooseIsoEG28er2p1_Jet34er2p5_dR_Min0p3; + Bool_t L1_SingleMu12_DQ_OMTF; + Bool_t L1_SingleEG42er2p5; + Bool_t L1_SingleMu22; + Bool_t L1_SingleMu15_DQ; + Bool_t L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9; + Bool_t L1_DoubleJet30er2p5_Mass_Min200_dEta_Max1p5; + Bool_t L1_ETMHF130_HTT60er; + Bool_t L1_QuadMu0_SQ; + Bool_t L1_SingleEG8er2p5; + Bool_t L1_SingleMuOpen_NotBptxOR; + Bool_t L1_DoubleMu3_OS_DoubleEG7p5Upsilon; + Bool_t L1_SingleJet60_FWD3p0; + Bool_t L1_ETMHF150; + Bool_t L1_DoubleMu_15_7_Mass_Min1; + Bool_t L1_DoubleMu4_SQ_OS_dR_Max1p2; + Bool_t L1_BPTX_BeamGas_B1_VME; + Bool_t L1_SingleJet35; + Bool_t L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17; + Bool_t L1_Mu7_LooseIsoEG23er2p5; + Bool_t L1_Mu6_DoubleEG12er2p5; + Bool_t L1_DoubleJet100er2p5; + Bool_t L1_IsoTau40er2p1_ETMHF110; + Bool_t L1_DoubleMu3_SQ_ETMHF60_Jet60er2p5; + Bool_t L1_Mu3_Jet80er2p5_dR_Max0p4; + Bool_t L1_DoubleMu0_dR_Max1p6_Jet90er2p5_dR_Max0p8; + Bool_t L1_SingleJet180; + Bool_t L1_SingleMu25; + Bool_t L1_SingleJet180er2p5; + Bool_t L1_DoubleMu0_OQ; + Bool_t L1_DoubleMu4p5_SQ_OS; + Bool_t L1_SingleMu3; + Bool_t L1_ETT1200; + Bool_t L1_Mu20_EG10er2p5; + Bool_t L1_SingleMu0_DQ; + Bool_t L1_DoubleMu0_SQ; + Bool_t L1_SecondLastBunchInTrain; + Bool_t L1_ETM120; + Bool_t L1_DoubleJet120er2p5; + Bool_t L1_DoubleMu0er1p5_SQ_dR_Max1p4; + Bool_t L1_UnpairedBunchBptxPlus; + Bool_t L1_DoubleMu5Upsilon_OS_DoubleEG3; + Bool_t L1_NotBptxOR; + Bool_t L1_SingleIsoEG26er1p5; + Int_t nTau; + Int_t Tau_charge[4]; //[nTau] + Float_t Tau_rawIsodR03[4]; //[nTau] + Float_t Tau_leadTkDeltaPhi[4]; //[nTau] + Float_t Tau_leadTkPtOverTauPt[4]; //[nTau] + Float_t Tau_phi[4]; //[nTau] + UChar_t Tau_idDeepTau2017v2p1VSe[4]; //[nTau] + UChar_t Tau_idDeepTau2017v2p1VSjet[4]; //[nTau] + Float_t Tau_eta[4]; //[nTau] + Float_t Tau_dxy[4]; //[nTau] + Float_t Tau_photonsOutsideSignalCone[4]; //[nTau] + UChar_t Tau_genPartFlav[4]; //[nTau] + Int_t Tau_genPartIdx[4]; //[nTau] + Float_t Tau_dz[4]; //[nTau] + Float_t Tau_rawDeepTau2017v2p1VSjet[4]; //[nTau] + Float_t Tau_mass[4]; //[nTau] + Bool_t Tau_idAntiEleDeadECal[4]; //[nTau] + Float_t Tau_rawDeepTau2017v2p1VSmu[4]; //[nTau] + UChar_t Tau_cleanmask[4]; //[nTau] + Float_t Tau_pt[4]; //[nTau] + Float_t Tau_neutralIso[4]; //[nTau] + Int_t Tau_jetIdx[4]; //[nTau] + Bool_t Tau_idDecayModeOldDMs[4]; //[nTau] + Float_t Tau_chargedIso[4]; //[nTau] + UChar_t Tau_idDeepTau2017v2p1VSmu[4]; //[nTau] + Int_t Tau_decayMode[4]; //[nTau] + Float_t Tau_puCorr[4]; //[nTau] + Float_t Tau_leadTkDeltaEta[4]; //[nTau] + Float_t Tau_rawIso[4]; //[nTau] + UChar_t Tau_idAntiMu[4]; //[nTau] + Float_t Tau_rawDeepTau2017v2p1VSe[4]; //[nTau] + Int_t nIsoTrack; + Int_t IsoTrack_pdgId[5]; //[nIsoTrack] + Float_t IsoTrack_eta[5]; //[nIsoTrack] + Float_t IsoTrack_pfRelIso03_all[5]; //[nIsoTrack] + Int_t IsoTrack_charge[5]; //[nIsoTrack] + Bool_t IsoTrack_isFromLostTrack[5]; //[nIsoTrack] + Int_t IsoTrack_fromPV[5]; //[nIsoTrack] + Bool_t IsoTrack_isHighPurityTrack[5]; //[nIsoTrack] + Float_t IsoTrack_pt[5]; //[nIsoTrack] + Float_t IsoTrack_phi[5]; //[nIsoTrack] + Float_t IsoTrack_pfRelIso03_chg[5]; //[nIsoTrack] + Bool_t IsoTrack_isPFcand[5]; //[nIsoTrack] + Float_t IsoTrack_dz[5]; //[nIsoTrack] + Float_t IsoTrack_miniPFRelIso_chg[5]; //[nIsoTrack] + Float_t IsoTrack_miniPFRelIso_all[5]; //[nIsoTrack] + Float_t IsoTrack_dxy[5]; //[nIsoTrack] + Int_t nGenPart; + Int_t GenPart_MotherStatus[101]; //[nGenPart] + Float_t GenPart_phi[101]; //[nGenPart] + Int_t GenPart_pdgId[101]; //[nGenPart] + Float_t GenPart_pt[101]; //[nGenPart] + Bool_t GenPart_isTauDecayProduct[101]; //[nGenPart] + Int_t GenPart_MotherPID[101]; //[nGenPart] + Bool_t GenPart_isDirectPromptTauDecayProduct[101]; //[nGenPart] + Int_t GenPart_genPartIdxMother[101]; //[nGenPart] + Float_t GenPart_mass[101]; //[nGenPart] + Bool_t GenPart_fromHardProcess[101]; //[nGenPart] + Bool_t GenPart_isPrompt[101]; //[nGenPart] + Int_t GenPart_status[101]; //[nGenPart] + Bool_t GenPart_isDirectHadronDecayProduct[101]; //[nGenPart] + Float_t GenPart_eta[101]; //[nGenPart] + Int_t GenPart_statusFlags[101]; //[nGenPart] + Int_t nLHEPart; + Float_t LHEPart_incomingpz[7]; //[nLHEPart] + Float_t LHEPart_pt[7]; //[nLHEPart] + Float_t LHEPart_phi[7]; //[nLHEPart] + Float_t LHEPart_mass[7]; //[nLHEPart] + Int_t LHEPart_status[7]; //[nLHEPart] + Int_t LHEPart_spin[7]; //[nLHEPart] + Int_t LHEPart_pdgId[7]; //[nLHEPart] + Float_t LHEPart_eta[7]; //[nLHEPart] + Int_t nTrigObj; + Int_t TrigObj_l1iso[29]; //[nTrigObj] + Float_t TrigObj_l1pt[29]; //[nTrigObj] + Float_t TrigObj_l1pt_2[29]; //[nTrigObj] + Float_t TrigObj_phi[29]; //[nTrigObj] + Int_t TrigObj_l1charge[29]; //[nTrigObj] + Float_t TrigObj_eta[29]; //[nTrigObj] + Int_t TrigObj_id[29]; //[nTrigObj] + Float_t TrigObj_l2pt[29]; //[nTrigObj] + Int_t TrigObj_filterBits[29]; //[nTrigObj] + Float_t TrigObj_pt[29]; //[nTrigObj] + Int_t nNeutrinoGen; + Int_t NeutrinoGen_status[6]; //[nNeutrinoGen] + Int_t NeutrinoGen_MotherStatus[6]; //[nNeutrinoGen] + Float_t NeutrinoGen_phi[6]; //[nNeutrinoGen] + Float_t NeutrinoGen_eta[6]; //[nNeutrinoGen] + Bool_t NeutrinoGen_isTauDecayProduct[6]; //[nNeutrinoGen] + Bool_t NeutrinoGen_fromHardProcess[6]; //[nNeutrinoGen] + Bool_t NeutrinoGen_isDirectHadronDecayProduct[6]; //[nNeutrinoGen] + Bool_t NeutrinoGen_isPrompt[6]; //[nNeutrinoGen] + Float_t NeutrinoGen_mass[6]; //[nNeutrinoGen] + Bool_t NeutrinoGen_isDirectPromptTauDecayProduct[6]; //[nNeutrinoGen] + Int_t NeutrinoGen_pdgId[6]; //[nNeutrinoGen] + Int_t NeutrinoGen_MotherPID[6]; //[nNeutrinoGen] + Float_t NeutrinoGen_pt[6]; //[nNeutrinoGen] + Int_t nSubJet; + Float_t SubJet_btagCSVV2[6]; //[nSubJet] + Float_t SubJet_mass[6]; //[nSubJet] + UChar_t SubJet_nCHadrons[6]; //[nSubJet] + Float_t SubJet_tau1[6]; //[nSubJet] + Int_t SubJet_hadronFlavour[6]; //[nSubJet] + Float_t SubJet_n2b1[6]; //[nSubJet] + Float_t SubJet_phi[6]; //[nSubJet] + Float_t SubJet_tau4[6]; //[nSubJet] + Float_t SubJet_pt[6]; //[nSubJet] + Float_t SubJet_tau2[6]; //[nSubJet] + Float_t SubJet_btagDeepB[6]; //[nSubJet] + UChar_t SubJet_nBHadrons[6]; //[nSubJet] + Float_t SubJet_tau3[6]; //[nSubJet] + Float_t SubJet_eta[6]; //[nSubJet] + Float_t SubJet_n3b1[6]; //[nSubJet] + Float_t SubJet_rawFactor[6]; //[nSubJet] + Float_t ChsMET_pt; + Float_t ChsMET_phi; + Float_t ChsMET_sumEt; + Int_t nLeptonGen; + Int_t LeptonGen_status[16]; //[nLeptonGen] + Float_t LeptonGen_pt[16]; //[nLeptonGen] + Bool_t LeptonGen_isDirectPromptTauDecayProduct[16]; //[nLeptonGen] + Bool_t LeptonGen_fromHardProcess[16]; //[nLeptonGen] + Float_t LeptonGen_phi[16]; //[nLeptonGen] + Int_t LeptonGen_MotherStatus[16]; //[nLeptonGen] + Bool_t LeptonGen_isTauDecayProduct[16]; //[nLeptonGen] + Float_t LeptonGen_eta[16]; //[nLeptonGen] + Bool_t LeptonGen_isPrompt[16]; //[nLeptonGen] + Int_t LeptonGen_pdgId[16]; //[nLeptonGen] + Bool_t LeptonGen_isDirectHadronDecayProduct[16]; //[nLeptonGen] + Float_t LeptonGen_mass[16]; //[nLeptonGen] + Int_t LeptonGen_MotherPID[16]; //[nLeptonGen] + Int_t nFatJet; + Int_t FatJet_hadronFlavour[3]; //[nFatJet] + Float_t FatJet_deepTagMD_HbbvsQCD[3]; //[nFatJet] + Float_t FatJet_deepTagMD_ZHccvsQCD[3]; //[nFatJet] + Float_t FatJet_tau3[3]; //[nFatJet] + Int_t FatJet_subJetIdx1[3]; //[nFatJet] + Float_t FatJet_deepTagMD_ZvsQCD[3]; //[nFatJet] + Float_t FatJet_btagCSVV2[3]; //[nFatJet] + Float_t FatJet_btagHbb[3]; //[nFatJet] + Float_t FatJet_deepTag_QCD[3]; //[nFatJet] + Float_t FatJet_tau4[3]; //[nFatJet] + Float_t FatJet_msoftdrop[3]; //[nFatJet] + Float_t FatJet_particleNet_mass[3]; //[nFatJet] + Int_t FatJet_subJetIdx2[3]; //[nFatJet] + Int_t FatJet_genJetAK8Idx[3]; //[nFatJet] + Float_t FatJet_particleNetMD_Xbb[3]; //[nFatJet] + Float_t FatJet_btagDDCvLV2[3]; //[nFatJet] + Float_t FatJet_deepTagMD_WvsQCD[3]; //[nFatJet] + Float_t FatJet_pt[3]; //[nFatJet] + Float_t FatJet_n2b1[3]; //[nFatJet] + Float_t FatJet_deepTagMD_bbvsLight[3]; //[nFatJet] + Float_t FatJet_deepTagMD_TvsQCD[3]; //[nFatJet] + Float_t FatJet_particleNet_QCD[3]; //[nFatJet] + Float_t FatJet_particleNet_HccvsQCD[3]; //[nFatJet] + Float_t FatJet_btagDDCvBV2[3]; //[nFatJet] + Float_t FatJet_area[3]; //[nFatJet] + Float_t FatJet_btagDDBvLV2[3]; //[nFatJet] + Float_t FatJet_eta[3]; //[nFatJet] + Float_t FatJet_particleNet_ZvsQCD[3]; //[nFatJet] + Float_t FatJet_particleNetMD_QCD[3]; //[nFatJet] + UChar_t FatJet_nCHadrons[3]; //[nFatJet] + Float_t FatJet_deepTag_WvsQCD[3]; //[nFatJet] + Float_t FatJet_deepTag_ZvsQCD[3]; //[nFatJet] + Float_t FatJet_deepTagMD_H4qvsQCD[3]; //[nFatJet] + Float_t FatJet_particleNet_TvsQCD[3]; //[nFatJet] + Float_t FatJet_deepTag_TvsQCD[3]; //[nFatJet] + Float_t FatJet_particleNet_HbbvsQCD[3]; //[nFatJet] + Float_t FatJet_lsf3[3]; //[nFatJet] + Float_t FatJet_tau1[3]; //[nFatJet] + Float_t FatJet_deepTagMD_ZHbbvsQCD[3]; //[nFatJet] + Float_t FatJet_particleNet_H4qvsQCD[3]; //[nFatJet] + Float_t FatJet_particleNet_WvsQCD[3]; //[nFatJet] + Float_t FatJet_deepTagMD_ZbbvsQCD[3]; //[nFatJet] + Float_t FatJet_deepTag_QCDothers[3]; //[nFatJet] + Float_t FatJet_deepTagMD_ccvsLight[3]; //[nFatJet] + Float_t FatJet_phi[3]; //[nFatJet] + Int_t FatJet_muonIdx3SJ[3]; //[nFatJet] + Int_t FatJet_jetId[3]; //[nFatJet] + UChar_t FatJet_nBHadrons[3]; //[nFatJet] + Float_t FatJet_particleNetMD_Xcc[3]; //[nFatJet] + Float_t FatJet_deepTag_H[3]; //[nFatJet] + Float_t FatJet_rawFactor[3]; //[nFatJet] + Float_t FatJet_btagDeepB[3]; //[nFatJet] + Int_t FatJet_electronIdx3SJ[3]; //[nFatJet] + Float_t FatJet_mass[3]; //[nFatJet] + UChar_t FatJet_nConstituents[3]; //[nFatJet] + Float_t FatJet_particleNetMD_Xqq[3]; //[nFatJet] + Float_t FatJet_n3b1[3]; //[nFatJet] + Float_t FatJet_tau2[3]; //[nFatJet] + Int_t nPhotonGen; + Bool_t PhotonGen_fromHardProcess[9]; //[nPhotonGen] + Bool_t PhotonGen_isTauDecayProduct[9]; //[nPhotonGen] + Int_t PhotonGen_MotherStatus[9]; //[nPhotonGen] + Float_t PhotonGen_eta[9]; //[nPhotonGen] + Float_t PhotonGen_phi[9]; //[nPhotonGen] + Bool_t PhotonGen_isDirectHadronDecayProduct[9]; //[nPhotonGen] + Bool_t PhotonGen_isDirectPromptTauDecayProduct[9]; //[nPhotonGen] + Float_t PhotonGen_pt[9]; //[nPhotonGen] + Int_t PhotonGen_pdgId[9]; //[nPhotonGen] + Bool_t PhotonGen_isPrompt[9]; //[nPhotonGen] + Float_t PhotonGen_mass[9]; //[nPhotonGen] + Int_t PhotonGen_MotherPID[9]; //[nPhotonGen] + Int_t PhotonGen_status[9]; //[nPhotonGen] + Int_t nDressedLepton; + Float_t DressedLepton_phi[16]; //[nDressedLepton] + Float_t DressedLepton_eta[16]; //[nDressedLepton] + Float_t DressedLepton_pt[16]; //[nDressedLepton] + Float_t DressedLepton_mass[16]; //[nDressedLepton] + Int_t DressedLepton_pdgId[16]; //[nDressedLepton] + Int_t nGenDressedLepton; + Float_t GenDressedLepton_phi[2]; //[nGenDressedLepton] + Bool_t GenDressedLepton_hasTauAnc[2]; //[nGenDressedLepton] + Float_t GenDressedLepton_mass[2]; //[nGenDressedLepton] + Float_t GenDressedLepton_eta[2]; //[nGenDressedLepton] + Int_t GenDressedLepton_pdgId[2]; //[nGenDressedLepton] + Float_t GenDressedLepton_pt[2]; //[nGenDressedLepton] + Int_t nSubGenJetAK8; + Float_t SubGenJetAK8_mass[8]; //[nSubGenJetAK8] + Float_t SubGenJetAK8_pt[8]; //[nSubGenJetAK8] + Float_t SubGenJetAK8_eta[8]; //[nSubGenJetAK8] + Float_t SubGenJetAK8_phi[8]; //[nSubGenJetAK8] + Int_t nLowPtElectron; + Int_t LowPtElectron_convWP[5]; //[nLowPtElectron] + Float_t LowPtElectron_dxy[5]; //[nLowPtElectron] + Float_t LowPtElectron_phi[5]; //[nLowPtElectron] + Float_t LowPtElectron_ID[5]; //[nLowPtElectron] + Float_t LowPtElectron_miniPFRelIso_chg[5]; //[nLowPtElectron] + Bool_t LowPtElectron_convVeto[5]; //[nLowPtElectron] + Float_t LowPtElectron_eInvMinusPInv[5]; //[nLowPtElectron] + Float_t LowPtElectron_miniPFRelIso_all[5]; //[nLowPtElectron] + Float_t LowPtElectron_dxyErr[5]; //[nLowPtElectron] + Float_t LowPtElectron_hoe[5]; //[nLowPtElectron] + Float_t LowPtElectron_scEtOverPt[5]; //[nLowPtElectron] + Float_t LowPtElectron_pt[5]; //[nLowPtElectron] + Float_t LowPtElectron_r9[5]; //[nLowPtElectron] + UChar_t LowPtElectron_genPartFlav[5]; //[nLowPtElectron] + Int_t LowPtElectron_genPartIdx[5]; //[nLowPtElectron] + Int_t LowPtElectron_charge[5]; //[nLowPtElectron] + Float_t LowPtElectron_convVtxRadius[5]; //[nLowPtElectron] + Float_t LowPtElectron_energyErr[5]; //[nLowPtElectron] + Int_t LowPtElectron_pdgId[5]; //[nLowPtElectron] + Float_t LowPtElectron_mass[5]; //[nLowPtElectron] + UChar_t LowPtElectron_lostHits[5]; //[nLowPtElectron] + Float_t LowPtElectron_sieie[5]; //[nLowPtElectron] + Float_t LowPtElectron_ptbiased[5]; //[nLowPtElectron] + Float_t LowPtElectron_dz[5]; //[nLowPtElectron] + Float_t LowPtElectron_dzErr[5]; //[nLowPtElectron] + Float_t LowPtElectron_unbiased[5]; //[nLowPtElectron] + Float_t LowPtElectron_eta[5]; //[nLowPtElectron] + Float_t LowPtElectron_deltaEtaSC[5]; //[nLowPtElectron] + Float_t LowPtElectron_embeddedID[5]; //[nLowPtElectron] + Int_t nVetoLepton; + Float_t VetoLepton_pt[7]; //[nVetoLepton] + Float_t VetoLepton_eta[7]; //[nVetoLepton] + Int_t VetoLepton_pdgId[7]; //[nVetoLepton] + Int_t VetoLepton_muonIdx[7]; //[nVetoLepton] + Float_t VetoLepton_phi[7]; //[nVetoLepton] + Int_t VetoLepton_electronIdx[7]; //[nVetoLepton] + Float_t LHEWeight_originalXWGTUP; + Int_t nGenIsolatedPhoton; + Float_t GenIsolatedPhoton_mass[1]; //[nGenIsolatedPhoton] + Float_t GenIsolatedPhoton_eta[1]; //[nGenIsolatedPhoton] + Float_t GenIsolatedPhoton_pt[1]; //[nGenIsolatedPhoton] + Float_t GenIsolatedPhoton_phi[1]; //[nGenIsolatedPhoton] + Float_t RawMET_pt; + Float_t RawMET_phi; + Float_t RawMET_sumEt; + Float_t TkMET_pt; + Float_t TkMET_sumEt; + Float_t TkMET_phi; + Int_t nboostedTau; + Float_t boostedTau_rawIso[3]; //[nboostedTau] + Float_t boostedTau_leadTkDeltaPhi[3]; //[nboostedTau] + Int_t boostedTau_decayMode[3]; //[nboostedTau] + Float_t boostedTau_rawAntiEle2018[3]; //[nboostedTau] + Float_t boostedTau_photonsOutsideSignalCone[3]; //[nboostedTau] + Float_t boostedTau_pt[3]; //[nboostedTau] + Float_t boostedTau_leadTkDeltaEta[3]; //[nboostedTau] + UChar_t boostedTau_genPartFlav[3]; //[nboostedTau] + Float_t boostedTau_rawMVAoldDM2017v2[3]; //[nboostedTau] + Int_t boostedTau_jetIdx[3]; //[nboostedTau] + Float_t boostedTau_rawMVAoldDMdR032017v2[3]; //[nboostedTau] + Float_t boostedTau_rawMVAnewDM2017v2[3]; //[nboostedTau] + Float_t boostedTau_neutralIso[3]; //[nboostedTau] + Float_t boostedTau_puCorr[3]; //[nboostedTau] + UChar_t boostedTau_idMVAoldDM2017v2[3]; //[nboostedTau] + Float_t boostedTau_leadTkPtOverTauPt[3]; //[nboostedTau] + Float_t boostedTau_chargedIso[3]; //[nboostedTau] + Float_t boostedTau_rawIsodR03[3]; //[nboostedTau] + Float_t boostedTau_eta[3]; //[nboostedTau] + UChar_t boostedTau_idMVAnewDM2017v2[3]; //[nboostedTau] + Int_t boostedTau_rawAntiEleCat2018[3]; //[nboostedTau] + UChar_t boostedTau_idAntiEle2018[3]; //[nboostedTau] + UChar_t boostedTau_idAntiMu[3]; //[nboostedTau] + Int_t boostedTau_charge[3]; //[nboostedTau] + UChar_t boostedTau_idMVAoldDMdR032017v2[3]; //[nboostedTau] + Float_t boostedTau_mass[3]; //[nboostedTau] + Float_t boostedTau_phi[3]; //[nboostedTau] + Int_t boostedTau_genPartIdx[3]; //[nboostedTau] + Int_t nGenJet; + UChar_t GenJet_hadronFlavour[14]; //[nGenJet] + Float_t GenJet_mass[14]; //[nGenJet] + Int_t GenJet_partonFlavour[14]; //[nGenJet] + Float_t GenJet_eta[14]; //[nGenJet] + Float_t GenJet_pt[14]; //[nGenJet] + Float_t GenJet_phi[14]; //[nGenJet] + Float_t TriggerEffWeight_2l_u; + Float_t TriggerEffWeight_sngMu; + Float_t TriggerEffWeight_dblEl; + Float_t TriggerEffWeight_4l; + Float_t TriggerEffWeight_3l; + Float_t TriggerEffWeight_dblMu; + Float_t TriggerEffWeight_3l_u; + Float_t TriggerEffWeight_1l_d; + Float_t TriggerEffWeight_sngEl; + Float_t TriggerEffWeight_2l_d; + Float_t TriggerEffWeight_4l_d; + Float_t TriggerEffWeight_3l_d; + Float_t TriggerEffWeight_ElMu; + Float_t TriggerEffWeight_1l_u; + Float_t TriggerEffWeight_4l_u; + Float_t TriggerEffWeight_1l; + Float_t TriggerEffWeight_2l; + Float_t TriggerSFWeight_ElMu; + Float_t TriggerSFWeight_dblEl_d; + Float_t TriggerSFWeight_3l; + Float_t TriggerSFWeight_sngMu_u; + Float_t TriggerSFWeight_dblMu; + Float_t TriggerSFWeight_2l_u; + Float_t TriggerSFWeight_ElMu_u; + Float_t TriggerSFWeight_dblEl_u; + Float_t TriggerSFWeight_sngMu_d; + Float_t TriggerSFWeight_dblMu_u; + Float_t TriggerSFWeight_sngEl_u; + Float_t TriggerSFWeight_4l_u; + Float_t TriggerSFWeight_ElMu_d; + Float_t TriggerSFWeight_sngMu; + Float_t TriggerSFWeight_1l_d; + Float_t TriggerSFWeight_1l; + Float_t TriggerSFWeight_2l; + Float_t TriggerSFWeight_1l_u; + Float_t TriggerSFWeight_sngEl; + Float_t TriggerSFWeight_dblMu_d; + Float_t TriggerSFWeight_sngEl_d; + Float_t TriggerSFWeight_4l_d; + Float_t TriggerSFWeight_dblEl; + Float_t TriggerSFWeight_3l_u; + Float_t TriggerSFWeight_4l; + Float_t TriggerSFWeight_3l_d; + Float_t TriggerSFWeight_2l_d; + Int_t nGenJetAK8; + Float_t GenJetAK8_phi[4]; //[nGenJetAK8] + Float_t GenJetAK8_eta[4]; //[nGenJetAK8] + Float_t GenJetAK8_mass[4]; //[nGenJetAK8] + Float_t GenJetAK8_pt[4]; //[nGenJetAK8] + UChar_t GenJetAK8_hadronFlavour[4]; //[nGenJetAK8] + Int_t GenJetAK8_partonFlavour[4]; //[nGenJetAK8] + Bool_t Flag_trkPOG_toomanystripclus53X; + Bool_t Flag_CSCTightHaloTrkMuUnvetoFilter; + Bool_t Flag_HBHENoiseFilter; + Bool_t Flag_EcalDeadCellBoundaryEnergyFilter; + Bool_t Flag_HBHENoiseIsoFilter; + Bool_t Flag_globalTightHalo2016Filter; + Bool_t Flag_trkPOG_logErrorTooManyClusters; + Bool_t Flag_BadPFMuonDzFilter; + Bool_t Flag_EcalDeadCellTriggerPrimitiveFilter; + Bool_t Flag_trkPOG_manystripclus53X; + Bool_t Flag_BadChargedCandidateFilter; + Bool_t Flag_hcalLaserEventFilter; + Bool_t Flag_hfNoisyHitsFilter; + Bool_t Flag_BadChargedCandidateSummer16Filter; + Bool_t Flag_chargedHadronTrackResolutionFilter; + Bool_t Flag_trkPOGFilters; + Bool_t Flag_muonBadTrackFilter; + Bool_t Flag_HcalStripHaloFilter; + Bool_t Flag_CSCTightHaloFilter; + Bool_t Flag_BadPFMuonFilter; + Bool_t Flag_eeBadScFilter; + Bool_t Flag_globalSuperTightHalo2016Filter; + Bool_t Flag_METFilters; + Bool_t Flag_ecalBadCalibFilter; + Bool_t Flag_BadPFMuonSummer16Filter; + Bool_t Flag_ecalLaserCorrFilter; + Bool_t Flag_goodVertices; + Bool_t Flag_CSCTightHalo2015Filter; + Int_t Pileup_sumLOOT; + Int_t Pileup_nPU; + Float_t Pileup_nTrueInt; + Float_t Pileup_pudensity; + Float_t Pileup_gpudensity; + Int_t Pileup_sumEOOT; + Int_t HTXS_stage_1_pTjet25; + Int_t HTXS_stage1_1_cat_pTjet30GeV; + Int_t HTXS_stage1_2_cat_pTjet25GeV; + Float_t HTXS_Higgs_y; + Int_t HTXS_stage1_1_fine_cat_pTjet25GeV; + Int_t HTXS_stage1_2_cat_pTjet30GeV; + UChar_t HTXS_njets30; + Int_t HTXS_stage1_2_fine_cat_pTjet30GeV; + Int_t HTXS_stage_1_pTjet30; + Int_t HTXS_stage_0; + Int_t HTXS_stage1_1_cat_pTjet25GeV; + Float_t HTXS_Higgs_pt; + Int_t HTXS_stage1_1_fine_cat_pTjet30GeV; + Int_t HTXS_stage1_2_fine_cat_pTjet25GeV; + UChar_t HTXS_njets25; + Float_t GenVtx_z; + Float_t GenVtx_x; + Float_t GenVtx_y; + Float_t GenVtx_t0; + Float_t Generator_scalePDF; + Int_t Generator_id1; + Float_t Generator_x1; + Float_t Generator_binvar; + Float_t Generator_xpdf1; + Int_t Generator_id2; + Float_t Generator_weight; + Float_t Generator_x2; + Float_t Generator_xpdf2; + Bool_t Trigger_sngMu; + Bool_t Trigger_dblMu; + Bool_t Trigger_sngEl; + Bool_t Trigger_dblEl; + Bool_t Trigger_ElMu; + Int_t nGenVisTau; + Int_t GenVisTau_genPartIdxMother[1]; //[nGenVisTau] + Float_t GenVisTau_mass[1]; //[nGenVisTau] + Int_t GenVisTau_status[1]; //[nGenVisTau] + Int_t GenVisTau_charge[1]; //[nGenVisTau] + Float_t GenVisTau_eta[1]; //[nGenVisTau] + Float_t GenVisTau_phi[1]; //[nGenVisTau] + Float_t GenVisTau_pt[1]; //[nGenVisTau] + Float_t RawPuppiMET_sumEt; + Float_t RawPuppiMET_pt; + Float_t RawPuppiMET_phi; + Int_t nSoftActivityJet; + Float_t SoftActivityJet_pt[6]; //[nSoftActivityJet] + Float_t SoftActivityJet_phi[6]; //[nSoftActivityJet] + Float_t SoftActivityJet_eta[6]; //[nSoftActivityJet] + Float_t CaloMET_phi; + Float_t CaloMET_sumEt; + Float_t CaloMET_pt; + Int_t nFsrPhoton; + Float_t FsrPhoton_relIso03[2]; //[nFsrPhoton] + Float_t FsrPhoton_phi[2]; //[nFsrPhoton] + Float_t FsrPhoton_eta[2]; //[nFsrPhoton] + Int_t FsrPhoton_muonIdx[2]; //[nFsrPhoton] + Float_t FsrPhoton_dROverEt2[2]; //[nFsrPhoton] + Float_t FsrPhoton_pt[2]; //[nFsrPhoton] + Float_t PV_x; + Float_t PV_y; + Float_t PV_score; + Float_t PV_chi2; + Int_t PV_npvs; + Float_t PV_z; + Float_t PV_ndof; + Int_t PV_npvsGood; + Int_t nSV; + Float_t SV_chi2[7]; //[nSV] + Float_t SV_ndof[7]; //[nSV] + Int_t SV_charge[7]; //[nSV] + Float_t SV_eta[7]; //[nSV] + Float_t SV_phi[7]; //[nSV] + Float_t SV_x[7]; //[nSV] + Float_t SV_mass[7]; //[nSV] + Float_t SV_dxy[7]; //[nSV] + Float_t SV_pt[7]; //[nSV] + Float_t SV_z[7]; //[nSV] + Float_t SV_dxySig[7]; //[nSV] + Float_t SV_dlen[7]; //[nSV] + Float_t SV_pAngle[7]; //[nSV] + UChar_t SV_ntracks[7]; //[nSV] + Float_t SV_y[7]; //[nSV] + Float_t SV_dlenSig[7]; //[nSV] + Float_t GenMET_pt; + Float_t GenMET_phi; + Float_t gen_mll; + Int_t gen_llchannel; + Float_t gen_ptllmet; + Float_t gen_mlvlv; + Float_t gen_ptll; + Int_t nOtherPV; + Float_t OtherPV_z[3]; //[nOtherPV] + Long64_t topGenPt; + Double_t mTOT_cut; + Double_t dphilep1jj; + Double_t btagWeight_DeepCSVB; + Double_t WlepMt_whss; + Double_t channel; + Double_t detaj2l1; + Double_t baseW; + Double_t PSWeight[4]; + Double_t pTWW; + Double_t genWeight; + Double_t jetpt2_cut; + Double_t dphijet1met; + Double_t dphilep1jet2; + Bool_t L1Reco_step; + Double_t dphijjmet_cut; + Long64_t SoftActivityJetNjets2; + Double_t LHEScaleWeight[9]; + Double_t dphilljet; + Long64_t nLHEReweightingWeight; + Long64_t higgsGenEta; + Double_t mtw2; + Double_t SoftActivityJetHT5; + Double_t detaj1l1; + Double_t mtw1; + Double_t PfMetDivSumMet; + Double_t mlljj20_whss_no_jet2; + Double_t dphilep2jet1; + Double_t fixedGridRhoFastjetAll; + Double_t dphijet1met_cut; + Double_t LHEPdfWeight[103]; + Double_t SoftActivityJetHT10; + Long64_t run; + Double_t dphilmet; + Double_t Ceta_cut; + Long64_t SoftActivityJetNjets10; + Double_t phi2; + Bool_t L1simulation_step; + Double_t mcollWW; + Long64_t nLHEPdfWeight; + Double_t run_period; + Double_t mll; + Bool_t TriggerEmulator[6]; + Double_t WlepPt_whss; + Double_t mjj; + Long64_t antitopGenEta; + Double_t dphilljetjet_cut; + Double_t dphilmet2; + Long64_t genVPt; + Double_t projpfmet; + Double_t mllTwoThree; + Bool_t HLTriggerFirstPath; + Long64_t njet; + Double_t fixedGridRhoFastjetCentralChargedPileUp; + Long64_t event; + Double_t L1PreFiringWeight_Muon_StatUp; + Bool_t HLTriggerFinalPath; + Long64_t higgsGenMass; + Double_t dphilljet_cut; + Long64_t higgsGenPhi; + Double_t eta2; + Double_t dphijj; + Double_t L1PreFiringWeight_Dn; + Double_t projtkmet; + Double_t WlepPt_whss_no_jet2; + Long64_t SoftActivityJetNjets5; + Double_t ptjj; + Double_t L1PreFiringWeight_Muon_Nom; + Double_t dphill; + Double_t dphilep1jet1; + Long64_t nPSWeight; + Double_t fixedGridRhoFastjetCentralNeutral; + Double_t SoftActivityJetHT2; + Double_t mllWgSt; + Double_t yll; + Double_t fixedGridRhoFastjetCentral; + Double_t L1PreFiringWeight_Nom; + Double_t L1PreFiringWeight_Muon_SystUp; + Long64_t topGenMass; + Double_t WlepPt_whss_jet2; + Double_t mlljj20_whss_jet2; + Double_t mTi; + Double_t mllOneThree; + Double_t mlljj20_whss; + Double_t pt2; + Double_t dphillmet; + Double_t drll; + Double_t phi1; + Double_t dphijet2met_cut; + Double_t eta1; + Double_t mllThird; + Long64_t luminosityBlock; + Double_t L1PreFiringWeight_Muon_SystDn; + Double_t choiMass; + Double_t drjj; + Double_t fixedGridRhoFastjetCentralCalo; + Long64_t antitopGenPhi; + Long64_t genTtbarId; + Double_t mR; + Double_t m2ljj20; + Double_t jetpt1_cut; + Double_t dphil1tkmet; + Double_t L1PreFiringWeight_ECAL_Nom; + Double_t dphilep2jet2; + Double_t ht; + Double_t dphilep2jj; + Double_t recoil; + Double_t mth; + Long64_t topGenPhi; + Double_t dphijjmet; + Double_t detaj2l2; + Long64_t nLHEScaleWeight; + Double_t ptll; + Double_t OLV2_cut; + Double_t dphilljetjet; + Double_t dphiltkmet; + Double_t drllOneThree; + Double_t maxdphilepjj; + Double_t L1PreFiringWeight_Muon_StatDn; + Double_t drllWgSt; + Int_t nisLoose; + Long64_t isLoose[7]; //[nisLoose] + Double_t btagWeight_CSVV2; + Bool_t CUT; + Double_t pt1; + Double_t detall; + Long64_t antitopGenMass; + Double_t vht_pt; + Double_t pTHjj; + Double_t L1PreFiringWeight_Up; + Double_t LHEReweightingWeight; + Double_t m2ljj30; + Double_t L1PreFiringWeight_ECAL_Up; + Long64_t higgsGenPt; + Double_t ptTOT_cut; + Double_t upara; + Double_t dphilmet1; + Double_t mlljj30_whss; + Long64_t antitopGenPt; + Double_t detaj1l2; + Double_t dphil2tkmet; + Double_t SoftActivityJetHT; + Double_t OLV1_cut; + Double_t drllTwoThree; + Double_t mcoll; + Long64_t topGenEta; + Double_t uperp; + Double_t L1PreFiringWeight_ECAL_Dn; + Double_t mTe; + Double_t dphijet2met; + Double_t detajj; + Double_t mindetajl; + + // List of branches + TBranch *b_nCleanJet; //! + TBranch *b_CleanJet_eta; //! + TBranch *b_CleanJet_jetIdx; //! + TBranch *b_CleanJet_mass; //! + TBranch *b_CleanJet_phi; //! + TBranch *b_CleanJet_pt; //! + TBranch *b_MET_MetUnclustEnUpDeltaY; //! + TBranch *b_MET_pt; //! + TBranch *b_MET_MetUnclustEnUpDeltaX; //! + TBranch *b_MET_phi; //! + TBranch *b_MET_covXY; //! + TBranch *b_MET_sumEt; //! + TBranch *b_MET_covYY; //! + TBranch *b_MET_sumPtUnclustered; //! + TBranch *b_MET_fiducialGenPt; //! + TBranch *b_MET_significance; //! + TBranch *b_MET_covXX; //! + TBranch *b_MET_fiducialGenPhi; //! + TBranch *b_nJet; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesEC2; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_lf; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesBBEC1_2018; //! + TBranch *b_Jet_hfsigmaEtaEta; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_hf; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_hfstats2; //! + TBranch *b_Jet_phi; //! + TBranch *b_Jet_partonFlavour; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_hf; //! + TBranch *b_Jet_electronIdx1; //! + TBranch *b_Jet_nConstituents; //! + TBranch *b_Jet_btagDeepB; //! + TBranch *b_Jet_btagDeepFlavCvL; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesRelativeSample_2018; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesEC2; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_cferr2; //! + TBranch *b_Jet_nMuons; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesBBEC1_2018; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesAbsolute_2018; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_lfstats1; //! + TBranch *b_Jet_bRegRes; //! + TBranch *b_Jet_bRegCorr; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_hfstats2; //! + TBranch *b_Jet_muonIdx1; //! + TBranch *b_Jet_nElectrons; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesFlavorQCD; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesHF_2018; //! + TBranch *b_Jet_cRegRes; //! + TBranch *b_Jet_hfcentralEtaStripSize; //! + TBranch *b_Jet_chFPV0EF; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jes; //! + TBranch *b_Jet_area; //! + TBranch *b_Jet_muonIdx2; //! + TBranch *b_Jet_electronIdx2; //! + TBranch *b_Jet_btagSF_deepjet_shape; //! + TBranch *b_Jet_neEmEF; //! + TBranch *b_Jet_btagDeepFlavCvB; //! + TBranch *b_Jet_eta; //! + TBranch *b_Jet_btagDeepCvB; //! + TBranch *b_Jet_btagDeepFlavQG; //! + TBranch *b_Jet_neHEF; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_lfstats2; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesHF_2018; //! + TBranch *b_Jet_btagDeepCvL; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_hfstats1; //! + TBranch *b_Jet_puIdDisc; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesRelativeBal; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_hfstats1; //! + TBranch *b_Jet_puId; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesFlavorQCD; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesBBEC1; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesAbsolute_2018; //! + TBranch *b_Jet_cRegCorr; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jes; //! + TBranch *b_Jet_genJetIdx; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesHF; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_lfstats2; //! + TBranch *b_Jet_qgl; //! + TBranch *b_Jet_cleanmask; //! + TBranch *b_Jet_chEmEF; //! + TBranch *b_Jet_btagDeepFlavB; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesEC2_2018; //! + TBranch *b_Jet_hfadjacentEtaStripsSize; //! + TBranch *b_Jet_rawFactor; //! + TBranch *b_Jet_hadronFlavour; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_lf; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesRelativeSample_2018; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_cferr2; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesAbsolute; //! + TBranch *b_Jet_chHEF; //! + TBranch *b_Jet_pt; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesRelativeBal; //! + TBranch *b_Jet_muEF; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesAbsolute; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesEC2_2018; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_cferr1; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_jesBBEC1; //! + TBranch *b_Jet_btagCSVV2; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_cferr1; //! + TBranch *b_Jet_mass; //! + TBranch *b_Jet_btagSF_deepjet_shape_down_lfstats1; //! + TBranch *b_Jet_btagSF_deepjet_shape_up_jesHF; //! + TBranch *b_Jet_jetId; //! + TBranch *b_Jet_hfsigmaPhiPhi; //! + TBranch *b_PuppiMET_sumEt; //! + TBranch *b_PuppiMET_phiJERDown; //! + TBranch *b_PuppiMET_ptJESDown; //! + TBranch *b_PuppiMET_phiJESUp; //! + TBranch *b_PuppiMET_ptJESUp; //! + TBranch *b_PuppiMET_ptUnclusteredDown; //! + TBranch *b_PuppiMET_pt; //! + TBranch *b_PuppiMET_ptJERDown; //! + TBranch *b_PuppiMET_phiUnclusteredUp; //! + TBranch *b_PuppiMET_phiUnclusteredDown; //! + TBranch *b_PuppiMET_ptJERUp; //! + TBranch *b_PuppiMET_phiJERUp; //! + TBranch *b_PuppiMET_phiJESDown; //! + TBranch *b_PuppiMET_ptUnclusteredUp; //! + TBranch *b_PuppiMET_phi; //! + TBranch *b_nLepton_isTightElectron; //! + TBranch *b_Lepton_isTightElectron_mvaFall17V2Iso_WP90; //! + TBranch *b_nLepton_isTightMuon; //! + TBranch *b_Lepton_isTightMuon_cut_Tight_HWWW; //! + TBranch *b_nLepton; //! + TBranch *b_Lepton_promptgenmatched; //! + TBranch *b_Lepton_genmatched; //! + TBranch *b_Lepton_muonIdx; //! + TBranch *b_Lepton_phi; //! + TBranch *b_Lepton_eta; //! + TBranch *b_Lepton_electronIdx; //! + TBranch *b_Lepton_pt; //! + TBranch *b_Lepton_pdgId; //! + TBranch *b_nMuon; //! + TBranch *b_Muon_multiIsoId; //! + TBranch *b_Muon_nStations; //! + TBranch *b_Muon_fsrPhotonIdx; //! + TBranch *b_Muon_tightCharge; //! + TBranch *b_Muon_pfRelIso03_chg; //! + TBranch *b_Muon_jetRelIso; //! + TBranch *b_Muon_dzErr; //! + TBranch *b_Muon_mediumPromptId; //! + TBranch *b_Muon_tightId; //! + TBranch *b_Muon_mvaId; //! + TBranch *b_Muon_puppiIsoId; //! + TBranch *b_Muon_miniPFRelIso_all; //! + TBranch *b_Muon_mass; //! + TBranch *b_Muon_pfRelIso04_all; //! + TBranch *b_Muon_mvaTTH; //! + TBranch *b_Muon_ip3d; //! + TBranch *b_Muon_sip3d; //! + TBranch *b_Muon_jetNDauCharged; //! + TBranch *b_Muon_ptErr; //! + TBranch *b_Muon_cleanmask; //! + TBranch *b_Muon_dxybs; //! + TBranch *b_Muon_isStandalone; //! + TBranch *b_Muon_softId; //! + TBranch *b_Muon_inTimeMuon; //! + TBranch *b_Muon_softMvaId; //! + TBranch *b_Muon_dxyErr; //! + TBranch *b_Muon_miniIsoId; //! + TBranch *b_Muon_tkIsoId; //! + TBranch *b_Muon_isPFcand; //! + TBranch *b_Muon_mvaLowPt; //! + TBranch *b_Muon_genPartIdx; //! + TBranch *b_Muon_tunepRelPt; //! + TBranch *b_Muon_dxy; //! + TBranch *b_Muon_isTracker; //! + TBranch *b_Muon_mediumId; //! + TBranch *b_Muon_jetIdx; //! + TBranch *b_Muon_highPtId; //! + TBranch *b_Muon_pdgId; //! + TBranch *b_Muon_genPartFlav; //! + TBranch *b_Muon_pt; //! + TBranch *b_Muon_highPurity; //! + TBranch *b_Muon_isGlobal; //! + TBranch *b_Muon_pfRelIso03_all; //! + TBranch *b_Muon_jetPtRelv2; //! + TBranch *b_Muon_softMva; //! + TBranch *b_Muon_eta; //! + TBranch *b_Muon_triggerIdLoose; //! + TBranch *b_Muon_segmentComp; //! + TBranch *b_Muon_miniPFRelIso_chg; //! + TBranch *b_Muon_mvaLowPtId; //! + TBranch *b_Muon_charge; //! + TBranch *b_Muon_looseId; //! + TBranch *b_Muon_tkRelIso; //! + TBranch *b_Muon_dz; //! + TBranch *b_Muon_nTrackerLayers; //! + TBranch *b_Muon_pfIsoId; //! + TBranch *b_Muon_phi; //! + TBranch *b_nElectron; //! + TBranch *b_Electron_sip3d; //! + TBranch *b_Electron_mvaFall17V2noIso; //! + TBranch *b_Electron_dr03TkSumPt; //! + TBranch *b_Electron_mass; //! + TBranch *b_Electron_convVeto; //! + TBranch *b_Electron_tightCharge; //! + TBranch *b_Electron_dzErr; //! + TBranch *b_Electron_mvaFall17V2Iso; //! + TBranch *b_Electron_dr03HcalDepth1TowerSumEt; //! + TBranch *b_Electron_dEscaleDown; //! + TBranch *b_Electron_mvaTTH; //! + TBranch *b_Electron_photonIdx; //! + TBranch *b_Electron_eCorr; //! + TBranch *b_Electron_jetPtRelv2; //! + TBranch *b_Electron_genPartIdx; //! + TBranch *b_Electron_scEtOverPt; //! + TBranch *b_Electron_seedGain; //! + TBranch *b_Electron_sieie; //! + TBranch *b_Electron_mvaFall17V2noIso_WP90; //! + TBranch *b_Electron_phi; //! + TBranch *b_Electron_jetRelIso; //! + TBranch *b_Electron_charge; //! + TBranch *b_Electron_pdgId; //! + TBranch *b_Electron_vidNestedWPBitmap; //! + TBranch *b_Electron_dEsigmaUp; //! + TBranch *b_Electron_jetIdx; //! + TBranch *b_Electron_mvaFall17V2noIso_WP80; //! + TBranch *b_Electron_dz; //! + TBranch *b_Electron_pt; //! + TBranch *b_Electron_pfRelIso03_chg; //! + TBranch *b_Electron_mvaFall17V2Iso_WP80; //! + TBranch *b_Electron_miniPFRelIso_chg; //! + TBranch *b_Electron_isPFcand; //! + TBranch *b_Electron_jetNDauCharged; //! + TBranch *b_Electron_dxyErr; //! + TBranch *b_Electron_mvaFall17V2Iso_WPL; //! + TBranch *b_Electron_eta; //! + TBranch *b_Electron_hoe; //! + TBranch *b_Electron_cleanmask; //! + TBranch *b_Electron_dr03TkSumPtHEEP; //! + TBranch *b_Electron_eInvMinusPInv; //! + TBranch *b_Electron_cutBased; //! + TBranch *b_Electron_dxy; //! + TBranch *b_Electron_genPartFlav; //! + TBranch *b_Electron_dr03EcalRecHitSumEt; //! + TBranch *b_Electron_cutBased_HEEP; //! + TBranch *b_Electron_miniPFRelIso_all; //! + TBranch *b_Electron_pfRelIso03_all; //! + TBranch *b_Electron_vidNestedWPBitmapHEEP; //! + TBranch *b_Electron_ip3d; //! + TBranch *b_Electron_r9; //! + TBranch *b_Electron_dEscaleUp; //! + TBranch *b_Electron_mvaFall17V2noIso_WPL; //! + TBranch *b_Electron_deltaEtaSC; //! + TBranch *b_Electron_energyErr; //! + TBranch *b_Electron_mvaFall17V2Iso_WP90; //! + TBranch *b_Electron_lostHits; //! + TBranch *b_Electron_dEsigmaDown; //! + TBranch *b_nPhoton; //! + TBranch *b_Photon_isScEtaEE; //! + TBranch *b_Photon_mvaID_WP80; //! + TBranch *b_Photon_eCorr; //! + TBranch *b_Photon_dEsigmaUp; //! + TBranch *b_Photon_phi; //! + TBranch *b_Photon_genPartIdx; //! + TBranch *b_Photon_dEsigmaDown; //! + TBranch *b_Photon_cutBased_Fall17V1Bitmap; //! + TBranch *b_Photon_electronVeto; //! + TBranch *b_Photon_hoe; //! + TBranch *b_Photon_isScEtaEB; //! + TBranch *b_Photon_mvaID; //! + TBranch *b_Photon_vidNestedWPBitmap; //! + TBranch *b_Photon_sieie; //! + TBranch *b_Photon_r9; //! + TBranch *b_Photon_mass; //! + TBranch *b_Photon_pt; //! + TBranch *b_Photon_cleanmask; //! + TBranch *b_Photon_dEscaleDown; //! + TBranch *b_Photon_genPartFlav; //! + TBranch *b_Photon_pixelSeed; //! + TBranch *b_Photon_mvaID_WP90; //! + TBranch *b_Photon_dEscaleUp; //! + TBranch *b_Photon_charge; //! + TBranch *b_Photon_pdgId; //! + TBranch *b_Photon_cutBased; //! + TBranch *b_Photon_pfRelIso03_chg; //! + TBranch *b_Photon_mvaID_Fall17V1p1; //! + TBranch *b_Photon_seedGain; //! + TBranch *b_Photon_electronIdx; //! + TBranch *b_Photon_jetIdx; //! + TBranch *b_Photon_eta; //! + TBranch *b_Photon_pfRelIso03_all; //! + TBranch *b_Photon_energyErr; //! + TBranch *b_Gen_ZGstar_ele2_phi; //! + TBranch *b_Gen_ZGstar_mass; //! + TBranch *b_Gen_ZGstar_MomId; //! + TBranch *b_Gen_ZGstar_MomStatus; //! + TBranch *b_Gen_ZGstar_ele1_pt; //! + TBranch *b_Gen_ZGstar_ele1_phi; //! + TBranch *b_Gen_ZGstar_deltaR; //! + TBranch *b_Gen_ZGstar_mu2_pt; //! + TBranch *b_Gen_ZGstar_mu2_phi; //! + TBranch *b_Gen_ZGstar_ele2_pt; //! + TBranch *b_Gen_ZGstar_mu1_pt; //! + TBranch *b_Gen_ZGstar_ele1_eta; //! + TBranch *b_Gen_ZGstar_mu2_eta; //! + TBranch *b_Gen_ZGstar_mu1_phi; //! + TBranch *b_Gen_ZGstar_ele2_eta; //! + TBranch *b_Gen_ZGstar_mu1_eta; //! + TBranch *b_LHE_Nuds; //! + TBranch *b_LHE_HT; //! + TBranch *b_LHE_Nglu; //! + TBranch *b_LHE_NpLO; //! + TBranch *b_LHE_Njets; //! + TBranch *b_LHE_HTIncoming; //! + TBranch *b_LHE_NpNLO; //! + TBranch *b_LHE_Vpt; //! + TBranch *b_LHE_AlphaS; //! + TBranch *b_LHE_Nc; //! + TBranch *b_LHE_Nb; //! + TBranch *b_HLT_Ele250_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu100_PFMHTNoMu100_IDTight; //! + TBranch *b_HLT_L2Mu23NoVtx_2Cha_CosmicSeed; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p17; //! + TBranch *b_HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4; //! + TBranch *b_HLT_DoubleMu3_DZ_PFMET70_PFMHT70; //! + TBranch *b_HLT_Ele27_WPTight_Gsf; //! + TBranch *b_HLT_Mu20_Mu10_SameSign; //! + TBranch *b_HLT_Photon150; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMET80_PFMHT80_IDTight; //! + TBranch *b_HLT_AK8PFHT800_TrimMass50; //! + TBranch *b_HLT_Photon35_TwoProngs35; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT450_PFMET50; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120; //! + TBranch *b_HLT_Photon165_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_DiPFJetAve100_HFJEC; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT450; //! + TBranch *b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350; //! + TBranch *b_HLT_Ele300_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_0er1p5R; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140; //! + TBranch *b_HLT_PFMET200_NotCleaned; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90; //! + TBranch *b_HLT_Mu8_IP3_part3; //! + TBranch *b_HLT_VBF_DoubleMediumChargedIsoPFTauHPS20_Trk1_eta2p1; //! + TBranch *b_HLT_Ele27_Ele37_CaloIdL_MW; //! + TBranch *b_HLT_Dimuon0_Upsilon_NoVertexing; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_Mu12_DoublePFJets350_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_DoubleMu48NoFiltersNoVtx; //! + TBranch *b_HLT_Photon120EB_TightID_TightIso; //! + TBranch *b_HLT_Dimuon14_Phi_Barrel_Seagulls; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130; //! + TBranch *b_HLT_PFJetFwd320; //! + TBranch *b_HLT_AK4PFJet50; //! + TBranch *b_HLT_UncorrectedJetE30_NoBPTX3BX; //! + TBranch *b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15; //! + TBranch *b_HLT_IsoMu27_TightChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1; //! + TBranch *b_HLT_Dimuon0_Jpsi; //! + TBranch *b_HLT_CaloMET100_NotCleaned; //! + TBranch *b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60; //! + TBranch *b_HLT_AK8PFJetFwd260; //! + TBranch *b_HLT_CaloMET110_NotCleaned; //! + TBranch *b_HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL; //! + TBranch *b_HLT_CaloMHT90; //! + TBranch *b_HLT_UncorrectedJetE60_NoBPTX3BX; //! + TBranch *b_HLT_TripleMu_10_5_5_DZ; //! + TBranch *b_HLT_AK8PFJet15; //! + TBranch *b_HLT_Mu19; //! + TBranch *b_HLT_Mu8_TrkIsoVVL; //! + TBranch *b_HLT_QuadPFJet98_83_71_15_PFBTagDeepCSV_1p3_VBF2; //! + TBranch *b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight; //! + TBranch *b_HLT_AK8PFJet25; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np4; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT600; //! + TBranch *b_HLT_Ele50_IsoVVVL_PFHT450; //! + TBranch *b_HLT_Mu9_IP4_part2; //! + TBranch *b_HLT_Mu7p5_Track7_Jpsi; //! + TBranch *b_HLT_Mu17_Photon30_IsoCaloId; //! + TBranch *b_HLT_Mu43NoFiltersNoVtxDisplaced_Photon43_CaloIdL; //! + TBranch *b_HLT_Mu23_Mu12; //! + TBranch *b_HLT_L2Mu10; //! + TBranch *b_HLT_Mu12_IP6_part0; //! + TBranch *b_HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1; //! + TBranch *b_HLT_PFMETTypeOne140_PFMHT140_IDTight; //! + TBranch *b_HLT_Mu7_IP4_part2; //! + TBranch *b_HLT_DoublePFJets200_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_AK8PFJetFwd60; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu70_PFMHTNoMu70_IDTight; //! + TBranch *b_HLT_Photon90_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_PFMET200_HBHECleaned; //! + TBranch *b_HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4; //! + TBranch *b_HLT_BTagMu_AK8Jet170_DoubleMu5_noalgo; //! + TBranch *b_HLT_Mu8_IP6_part3; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed; //! + TBranch *b_HLT_AK8PFJet400; //! + TBranch *b_HLT_Mu23_Mu12_SameSign; //! + TBranch *b_HLT_DoubleMu3_Trk_Tau3mu; //! + TBranch *b_HLT_Mu27; //! + TBranch *b_HLT_AK8PFJetFwd500; //! + TBranch *b_HLT_AK4CaloJet30; //! + TBranch *b_HLT_Photon90; //! + TBranch *b_HLT_Dimuon18_PsiPrime_noCorrL1; //! + TBranch *b_HLT_Dimuon10_PsiPrime_Barrel_Seagulls; //! + TBranch *b_HLT_BTagMu_AK4DiJet70_Mu5; //! + TBranch *b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40; //! + TBranch *b_HLT_PFJetFwd25; //! + TBranch *b_HLT_Ele38_WPTight_Gsf; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15; //! + TBranch *b_HLT_Mu7_IP4_part3; //! + TBranch *b_HLT_UncorrectedJetE30_NoBPTX; //! + TBranch *b_HLT_Ele23_CaloIdM_TrackIdM_PFJet30; //! + TBranch *b_HLT_HT425; //! + TBranch *b_HLT_DoubleMu20_7_Mass0to30_Photon23; //! + TBranch *b_HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx; //! + TBranch *b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ; //! + TBranch *b_HLT_Photon175; //! + TBranch *b_HLT_Ele20_WPLoose_Gsf; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_AK8PFJet260; //! + TBranch *b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_NoL2Matched; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_Ele8_CaloIdM_TrackIdM_PFJet30; //! + TBranch *b_HLT_PFMETNoMu110_PFMHTNoMu110_IDTight; //! + TBranch *b_HLT_Photon110EB_TightID_TightIso; //! + TBranch *b_HLT_Mu7p5_Track2_Jpsi; //! + TBranch *b_HLT_PFMET120_PFMHT120_IDTight_PFHT60; //! + TBranch *b_HLT_Mu9_IP6_part2; //! + TBranch *b_HLT_CDC_L2cosmic_5p5_er1p0; //! + TBranch *b_HLT_DoubleMu33NoFiltersNoVtxDisplaced; //! + TBranch *b_HLT_HT430_DisplacedDijet40_DisplacedTrack; //! + TBranch *b_HLT_ZeroBias_FirstBXAfterTrain; //! + TBranch *b_HLT_AK8PFJetFwd320; //! + TBranch *b_HLT_CaloMET250_NotCleaned; //! + TBranch *b_HLT_Mu27_Ele37_CaloIdL_MW; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_4R; //! + TBranch *b_HLT_RsqMR300_Rsq0p09_MR200; //! + TBranch *b_HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60; //! + TBranch *b_HLT_AK4CaloJet120; //! + TBranch *b_HLT_AK8PFJet360_TrimMass30; //! + TBranch *b_HLT_Mu8_IP3_part1; //! + TBranch *b_HLT_Dimuon0_Jpsi3p5_Muon2; //! + TBranch *b_HLT_Ele145_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165; //! + TBranch *b_HLT_Dimuon25_Jpsi_noCorrL1; //! + TBranch *b_HLT_IsoMu24_eta2p1; //! + TBranch *b_HLT_Dimuon0_Jpsi_L1_4R_0er1p5R; //! + TBranch *b_HLT_Mu7_IP4_part1; //! + TBranch *b_HLT_HT300_Beamspot; //! + TBranch *b_HLT_DiJet110_35_Mjj650_PFMET120; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_NoL2Matched; //! + TBranch *b_HLT_Mu3_PFJet40; //! + TBranch *b_HLT_Mu20_Mu10; //! + TBranch *b_HLT_AK8PFJet380_TrimMass30; //! + TBranch *b_HLT_DiJet110_35_Mjj650_PFMET110; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT450_PFMET50; //! + TBranch *b_HLT_Mu9_IP5_part4; //! + TBranch *b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_IsoMu27_MediumChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1; //! + TBranch *b_HLT_BTagMu_AK4DiJet40_Mu5_noalgo; //! + TBranch *b_HLT_DoublePhoton70; //! + TBranch *b_HLT_Photon100EEHE10; //! + TBranch *b_HLT_PFJetFwd15; //! + TBranch *b_HLT_DoubleMu4_3_Bs; //! + TBranch *b_HLT_Mu9_IP5_part3; //! + TBranch *b_HLT_HcalNZS; //! + TBranch *b_HLT_Mu7p5_L2Mu2_Jpsi; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5; //! + TBranch *b_HLT_AK8PFHT850_TrimMass50; //! + TBranch *b_HLT_DoubleMu4_Jpsi_NoVertexing; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMET100_PFMHT100_IDTight; //! + TBranch *b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT450; //! + TBranch *b_HLT_Mu7p5_Track3p5_Jpsi; //! + TBranch *b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ; //! + TBranch *b_HLT_QuadPFJet111_90_80_15_PFBTagDeepCSV_1p3_VBF2; //! + TBranch *b_HLT_PFJet200; //! + TBranch *b_HLT_AK8PFJetFwd450; //! + TBranch *b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu17_TrkIsoVVL; //! + TBranch *b_HLT_Rsq0p40; //! + TBranch *b_HLT_Physics_part3; //! + TBranch *b_HLT_DoublePhoton85; //! + TBranch *b_HLT_Dimuon12_Upsilon_y1p4; //! + TBranch *b_HLT_Ele20_eta2p1_WPLoose_Gsf; //! + TBranch *b_HLT_Mu8_IP6_part2; //! + TBranch *b_HLT_Mu12_DoublePFJets200_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_PFHT800_PFMET75_PFMHT75_IDTight; //! + TBranch *b_HLT_PFJetFwd260; //! + TBranch *b_HLT_PFHT800_PFMET85_PFMHT85_IDTight; //! + TBranch *b_HLT_DoubleMu4_3_Jpsi; //! + TBranch *b_HLT_AK8PFHT750_TrimMass50; //! + TBranch *b_HLT_ZeroBias_Beamspot; //! + TBranch *b_HLT_AK8PFJet450; //! + TBranch *b_HLT_HT430_DisplacedDijet60_DisplacedTrack; //! + TBranch *b_HLT_PFHT500_PFMET110_PFMHT110_IDTight; //! + TBranch *b_HLT_Dimuon24_Phi_noCorrL1; //! + TBranch *b_HLT_PFHT430; //! + TBranch *b_HLT_OldMu100; //! + TBranch *b_HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon; //! + TBranch *b_HLT_PFJet400; //! + TBranch *b_HLT_Mu12_IP6_part3; //! + TBranch *b_HLT_AK4CaloJet80; //! + TBranch *b_HLT_DiPFJetAve200; //! + TBranch *b_HLT_QuadPFJet103_88_75_15; //! + TBranch *b_HLT_VBF_DoubleLooseChargedIsoPFTauHPS20_Trk1_eta2p1; //! + TBranch *b_HLT_PFMET140_PFMHT140_IDTight_CaloBTagDeepCSV_3p1; //! + TBranch *b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_CrossL1; //! + TBranch *b_HLT_Mu7_IP4_part0; //! + TBranch *b_HLT_AK8PFJet420_TrimMass30; //! + TBranch *b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350; //! + TBranch *b_HLT_TripleMu_5_3_3_Mass3p8_DCA; //! + TBranch *b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1; //! + TBranch *b_HLT_PFJetFwd500; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5; //! + TBranch *b_HLT_Physics; //! + TBranch *b_HLT_PFJet260; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15; //! + TBranch *b_HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL; //! + TBranch *b_HLT_AK8PFJet550; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_DoubleMu40NoFiltersNoVtxDisplaced; //! + TBranch *b_HLT_Mu3_L1SingleMu5orSingleMu7; //! + TBranch *b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_Dimuon0_Upsilon_Muon_NoL1Mass; //! + TBranch *b_HLT_ZeroBias_part5; //! + TBranch *b_HLT_IsoMu27; //! + TBranch *b_HLT_DoubleEle25_CaloIdL_MW; //! + TBranch *b_HLT_TkMu100; //! + TBranch *b_HLT_PFJet15; //! + TBranch *b_HLT_DoubleMu4_Mass3p8_DZ_PFHT350; //! + TBranch *b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_Mu8_IP5_part1; //! + TBranch *b_HLT_Ele32_WPTight_Gsf; //! + TBranch *b_HLT_HT500_DisplacedDijet40_DisplacedTrack; //! + TBranch *b_HLT_Photon20; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu90_PFMHTNoMu90_IDTight; //! + TBranch *b_HLT_Mu9_IP4_part3; //! + TBranch *b_HLT_AK4PFJet80; //! + TBranch *b_HLT_DoubleMu3_TkMu_DsTau3Mu; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_DiPFJetAve40; //! + TBranch *b_HLT_PFMET250_HBHECleaned; //! + TBranch *b_HLT_UncorrectedJetE70_NoBPTX3BX; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8; //! + TBranch *b_HLT_PFHT350; //! + TBranch *b_HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60; //! + TBranch *b_HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50; //! + TBranch *b_HLT_DiSC30_18_EIso_AND_HE_Mass70; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5NoOS; //! + TBranch *b_HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05; //! + TBranch *b_HLT_Mu12; //! + TBranch *b_HLT_BTagMu_AK4DiJet40_Mu5; //! + TBranch *b_HLT_Mu38NoFiltersNoVtxDisplaced_Photon38_CaloIdL; //! + TBranch *b_HLT_TripleJet110_35_35_Mjj650_PFMET110; //! + TBranch *b_HLT_MET120_IsoTrk50; //! + TBranch *b_HLT_BTagMu_AK8Jet170_DoubleMu5; //! + TBranch *b_HLT_CaloMET300_HBHECleaned; //! + TBranch *b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ; //! + TBranch *b_HLT_Mu9_IP6_part0; //! + TBranch *b_HLT_PFJetFwd450; //! + TBranch *b_HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_Mu55; //! + TBranch *b_HLT_QuadPFJet105_88_76_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; //! + TBranch *b_HLT_PFMETTypeOne130_PFMHT130_IDTight; //! + TBranch *b_HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto_Mass55; //! + TBranch *b_HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110; //! + TBranch *b_HLT_L1SingleMu25; //! + TBranch *b_HLT_BTagMu_AK4Jet300_Mu5; //! + TBranch *b_HLT_DoubleMu3_DZ_PFMET50_PFMHT60; //! + TBranch *b_HLT_L1ETMHadSeeds; //! + TBranch *b_HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_DiPFJetAve140; //! + TBranch *b_HLT_ZeroBias_part3; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02; //! + TBranch *b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL; //! + TBranch *b_HLT_DiEle27_WPTightCaloOnly_L1DoubleEG; //! + TBranch *b_HLT_AK8PFJetFwd40; //! + TBranch *b_HLT_CaloJet500_NoJetID; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight; //! + TBranch *b_HLT_Photon33; //! + TBranch *b_HLT_VBF_DoubleTightChargedIsoPFTauHPS20_Trk1_eta2p1; //! + TBranch *b_HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_BTagMu_AK4DiJet20_Mu5_noalgo; //! + TBranch *b_HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5er2p0M; //! + TBranch *b_HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned; //! + TBranch *b_HLT_AK8PFJetFwd400; //! + TBranch *b_HLT_PFJet450; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_CrossL1; //! + TBranch *b_HLT_Physics_part5; //! + TBranch *b_HLT_ZeroBias; //! + TBranch *b_HLT_ZeroBias_part1; //! + TBranch *b_HLT_Mu25_TkMu0_Onia; //! + TBranch *b_HLT_Ele35_WPTight_Gsf_L1EGMT; //! + TBranch *b_HLT_CaloMET100_HBHECleaned; //! + TBranch *b_HLT_AK4PFJet120; //! + TBranch *b_HLT_DiPFJetAve60_HFJEC; //! + TBranch *b_HLT_Photon75; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1; //! + TBranch *b_HLT_Mu19_TrkIsoVVL; //! + TBranch *b_HLT_Mu20_TkMu0_Phi; //! + TBranch *b_HLT_HT450_Beamspot; //! + TBranch *b_HLT_Mu7p5_Track2_Upsilon; //! + TBranch *b_HLT_IsoMu27_LooseChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1; //! + TBranch *b_HLT_PFMETNoMu140_PFMHTNoMu140_IDTight; //! + TBranch *b_HLT_DoubleEle24_eta2p1_WPTight_Gsf; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_Ele20_WPTight_Gsf; //! + TBranch *b_HLT_AK8PFJetFwd15; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu80_PFMHTNoMu80_IDTight; //! + TBranch *b_HLT_DoubleMu3_DCA_PFMET50_PFMHT60; //! + TBranch *b_HLT_Mu20_Mu10_DZ; //! + TBranch *b_HLT_Photon300_NoHE; //! + TBranch *b_HLT_DiPFJetAve300_HFJEC; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL; //! + TBranch *b_HLT_DoubleIsoMu20_eta2p1; //! + TBranch *b_HLT_HT400_DisplacedDijet40_DisplacedTrack; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; //! + TBranch *b_HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R; //! + TBranch *b_HLT_PFJet25; //! + TBranch *b_HLT_Photon100EE_TightID_TightIso; //! + TBranch *b_HLT_DoubleEle33_CaloIdL_MW; //! + TBranch *b_HLT_Ele32_WPTight_Gsf_L1DoubleEG; //! + TBranch *b_HLT_DoubleL2Mu50; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8; //! + TBranch *b_HLT_DoubleMu3_DZ_PFMET90_PFMHT90; //! + TBranch *b_HLT_Mu7p5_L2Mu2_Upsilon; //! + TBranch *b_HLT_ZeroBias_FirstCollisionAfterAbortGap; //! + TBranch *b_HLT_PFJet80; //! + TBranch *b_HLT_Mu23_Mu12_SameSign_DZ; //! + TBranch *b_HLT_Mu12_DoublePFJets40_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_Dimuon18_PsiPrime; //! + TBranch *b_HLT_Physics_part7; //! + TBranch *b_HLT_IsoMu27_MET90; //! + TBranch *b_HLT_AK8PFJetFwd80; //! + TBranch *b_HLT_IsoTrackHE; //! + TBranch *b_HLT_DoubleMu4_Jpsi_Displaced; //! + TBranch *b_HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60; //! + TBranch *b_HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMET70_PFMHT70_IDTight; //! + TBranch *b_HLT_PFJet500; //! + TBranch *b_HLT_AK8PFJet140; //! + TBranch *b_HLT_PFMET100_PFMHT100_IDTight_CaloBTagDeepCSV_3p1; //! + TBranch *b_HLT_Ele28_HighEta_SC20_Mass55; //! + TBranch *b_HLT_L1NotBptxOR; //! + TBranch *b_HLT_Mu20_Mu10_SameSign_DZ; //! + TBranch *b_HLT_Dimuon0_Jpsi_L1_NoOS; //! + TBranch *b_HLT_CaloMET250_HBHECleaned; //! + TBranch *b_HLT_Physics_part4; //! + TBranch *b_HLT_CaloMET70_HBHECleaned; //! + TBranch *b_HLT_AK4PFJet30; //! + TBranch *b_HLT_BTagMu_AK4DiJet110_Mu5_noalgo; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_L1UnpairedBunchBptxPlus; //! + TBranch *b_HLT_TripleJet110_35_35_Mjj650_PFMET130; //! + TBranch *b_HLT_Photon60_R9Id90_CaloIdL_IsoL; //! + TBranch *b_HLT_Mu9_IP6_part3; //! + TBranch *b_HLT_AK8PFHT900_TrimMass50; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu12_DoublePFJets100_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_Dimuon25_Jpsi; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT600; //! + TBranch *b_HLT_Rsq0p35; //! + TBranch *b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95; //! + TBranch *b_HLT_RsqMR320_Rsq0p09_MR200_4jet; //! + TBranch *b_HLT_BTagMu_AK8DiJet170_Mu5; //! + TBranch *b_HLT_PFHT590; //! + TBranch *b_HLT_PFJet40; //! + TBranch *b_HLT_Mu9_IP6_part1; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_DoubleTrkMu_16_6_NoFiltersNoVtx; //! + TBranch *b_HLT_DoubleMu43NoFiltersNoVtx; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_CrossL1; //! + TBranch *b_HLT_BTagMu_AK4DiJet70_Mu5_noalgo; //! + TBranch *b_HLT_Mu8_IP5_part2; //! + TBranch *b_HLT_IsoMu20; //! + TBranch *b_HLT_BTagMu_AK4DiJet110_Mu5; //! + TBranch *b_HLT_BTagMu_AK8Jet300_Mu5_noalgo; //! + TBranch *b_HLT_ZeroBias_part6; //! + TBranch *b_HLT_L1SingleMu18; //! + TBranch *b_HLT_Mu18_Mu9; //! + TBranch *b_HLT_SinglePhoton10_Eta3p1ForPPRef; //! + TBranch *b_HLT_TrkMu6NoFiltersNoVtx; //! + TBranch *b_HLT_Mu20; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ; //! + TBranch *b_HLT_DiPFJetAve220_HFJEC; //! + TBranch *b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; //! + TBranch *b_HLT_Mu8_IP5_part4; //! + TBranch *b_HLT_PFMET100_PFMHT100_IDTight_PFHT60; //! + TBranch *b_HLT_Photon50; //! + TBranch *b_HLT_DiPFJetAve60; //! + TBranch *b_HLT_Trimuon5_3p5_2_Upsilon_Muon; //! + TBranch *b_HLT_Mu12_IP6_part1; //! + TBranch *b_HLT_QuadPFJet111_90_80_15; //! + TBranch *b_HLT_Ele135_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_PFMETTypeOne110_PFMHT110_IDTight; //! + TBranch *b_HLT_AK4PFJet100; //! + TBranch *b_HLT_ZeroBias_LastCollisionInTrain; //! + TBranch *b_HLT_PFMET110_PFMHT110_IDTight_CaloBTagDeepCSV_3p1; //! + TBranch *b_HLT_PFHT700_PFMET95_PFMHT95_IDTight; //! + TBranch *b_HLT_Mu23_Mu12_DZ; //! + TBranch *b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1; //! + TBranch *b_HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto; //! + TBranch *b_HLT_Ele28_eta2p1_WPTight_Gsf_HT150; //! + TBranch *b_HLT_PFMET130_PFMHT130_IDTight_CaloBTagDeepCSV_3p1; //! + TBranch *b_HLT_DiPFJetAve160_HFJEC; //! + TBranch *b_HLT_PFMET200_HBHE_BeamHaloCleaned; //! + TBranch *b_HLT_PFJetFwd140; //! + TBranch *b_HLT_DiPFJetAve260; //! + TBranch *b_HLT_Ele35_WPTight_Gsf; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight; //! + TBranch *b_HLT_BTagMu_AK4DiJet20_Mu5; //! + TBranch *b_HLT_MET105_IsoTrk50; //! + TBranch *b_HLT_Ele200_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_SinglePhoton20_Eta3p1ForPPRef; //! + TBranch *b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_0er1p5; //! + TBranch *b_HLT_DoubleMu4_LowMassNonResonantTrk_Displaced; //! + TBranch *b_HLT_Ele115_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_SingleJet30_Mu12_SinglePFJet40; //! + TBranch *b_HLT_ZeroBias_part7; //! + TBranch *b_HLT_TripleMu_5_3_3_Mass3p8_DZ; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100; //! + TBranch *b_HLT_BTagMu_AK4DiJet170_Mu5; //! + TBranch *b_HLT_CaloJet550_NoJetID; //! + TBranch *b_HLT_PFMET110_PFMHT110_IDTight; //! + TBranch *b_HLT_Photon200; //! + TBranch *b_HLT_PFHT370; //! + TBranch *b_HLT_Photon50_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL; //! + TBranch *b_HLT_QuadPFJet105_88_76_15; //! + TBranch *b_HLT_HcalCalibration; //! + TBranch *b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr; //! + TBranch *b_HLT_Physics_part6; //! + TBranch *b_HLT_CaloMET80_NotCleaned; //! + TBranch *b_HLT_AK8PFJet60; //! + TBranch *b_HLT_AK8PFJet40; //! + TBranch *b_HLT_Mu9_IP5_part1; //! + TBranch *b_HLT_QuadPFJet105_88_76_15_PFBTagDeepCSV_1p3_VBF2; //! + TBranch *b_HLT_PFJetFwd400; //! + TBranch *b_HLT_PFMET130_PFMHT130_IDTight; //! + TBranch *b_HLT_Ele15_WPLoose_Gsf; //! + TBranch *b_HLT_DoubleMu4_JpsiTrkTrk_Displaced; //! + TBranch *b_HLT_AK8PFJetFwd200; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_5M; //! + TBranch *b_HLT_TripleMu_12_10_5; //! + TBranch *b_HLT_Physics_part1; //! + TBranch *b_HLT_Mu18_Mu9_SameSign; //! + TBranch *b_HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4; //! + TBranch *b_HLT_L2Mu10_NoVertex_NoBPTX; //! + TBranch *b_HLT_PFHT890; //! + TBranch *b_HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx; //! + TBranch *b_HLT_PFJet320; //! + TBranch *b_HLT_TrkMu16NoFiltersNoVtx; //! + TBranch *b_HLT_AK8PFJetFwd140; //! + TBranch *b_HLT_PFHT1050; //! + TBranch *b_HLT_Mu8_IP5_part3; //! + TBranch *b_HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL; //! + TBranch *b_HLT_Mu9_IP4_part4; //! + TBranch *b_HLT_PFJetFwd60; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_Mu9_IP5_part0; //! + TBranch *b_HLT_PFJetFwd80; //! + TBranch *b_HLT_Photon90_CaloIdL_PFHT700; //! + TBranch *b_HLT_L2Mu23NoVtx_2Cha; //! + TBranch *b_HLT_DoubleMu4_PsiPrimeTrk_Displaced; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_4; //! + TBranch *b_HLT_BTagMu_AK4Jet300_Mu5_noalgo; //! + TBranch *b_HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass; //! + TBranch *b_HLT_Photon100EBHE10; //! + TBranch *b_HLT_L2Mu50; //! + TBranch *b_HLT_ZeroBias_Alignment; //! + TBranch *b_HLT_Mu50_IsoVVVL_PFHT450; //! + TBranch *b_HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed_NoL2Matched; //! + TBranch *b_HLT_PFHT180; //! + TBranch *b_HLT_CaloMET80_HBHECleaned; //! + TBranch *b_HLT_Mu8_IP5_part0; //! + TBranch *b_HLT_Ele17_CaloIdM_TrackIdM_PFJet30; //! + TBranch *b_HLT_Mu9_IP6_part4; //! + TBranch *b_HLT_PFJet60; //! + TBranch *b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu8_IP3_part4; //! + TBranch *b_HLT_Dimuon0_Upsilon_Muon_L1_TM0; //! + TBranch *b_HLT_Mu8_IP3_part0; //! + TBranch *b_HLT_DiPFJetAve320; //! + TBranch *b_HLT_Ele28_WPTight_Gsf; //! + TBranch *b_HLT_Photon20_HoverELoose; //! + TBranch *b_HLT_DiPFJetAve80; //! + TBranch *b_HLT_Mu8; //! + TBranch *b_HLT_Mu17; //! + TBranch *b_HLT_PFMET120_PFMHT120_IDTight_CaloBTagDeepCSV_3p1; //! + TBranch *b_HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; //! + TBranch *b_HLT_PFHT400_SixPFJet32_DoublePFBTagDeepCSV_2p94; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3; //! + TBranch *b_HLT_DoubleMu20_7_Mass0to30_L1_DM4EG; //! + TBranch *b_HLT_Mu12_DoublePhoton20; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_CrossL1; //! + TBranch *b_HLT_PFHT510; //! + TBranch *b_HLT_Mu9_IP4_part1; //! + TBranch *b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; //! + TBranch *b_HLT_PFJetFwd40; //! + TBranch *b_HLT_Photon120; //! + TBranch *b_HLT_AK8PFJet200; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5er2p0; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30; //! + TBranch *b_HLT_Photon100EB_TightID_TightIso; //! + TBranch *b_HLT_DiPFJetAve500; //! + TBranch *b_HLT_SinglePhoton30_Eta3p1ForPPRef; //! + TBranch *b_HLT_IsoMu24; //! + TBranch *b_HLT_PFMETTypeOne120_PFMHT120_IDTight; //! + TBranch *b_HLT_Mu18_Mu9_SameSign_DZ; //! + TBranch *b_HLT_PFMET140_PFMHT140_IDTight; //! + TBranch *b_HLT_Mu25_TkMu0_Phi; //! + TBranch *b_HLT_AK4CaloJet100; //! + TBranch *b_HLT_Mu15; //! + TBranch *b_HLT_Mu9_IP4_part0; //! + TBranch *b_HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; //! + TBranch *b_HLT_DiJet110_35_Mjj650_PFMET130; //! + TBranch *b_HLT_PFJet550; //! + TBranch *b_HLT_DiPFJetAve400; //! + TBranch *b_HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon; //! + TBranch *b_HLT_PFHT450_SixPFJet36; //! + TBranch *b_HLT_QuadPFJet103_88_75_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; //! + TBranch *b_HLT_L1UnpairedBunchBptxMinus; //! + TBranch *b_HLT_CaloMET90_HBHECleaned; //! + TBranch *b_HLT_TriplePhoton_30_30_10_CaloIdLV2; //! + TBranch *b_HLT_AK8PFJet320; //! + TBranch *b_HLT_ZeroBias_part0; //! + TBranch *b_HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; //! + TBranch *b_HLT_Mu37_TkMu27; //! + TBranch *b_HLT_IsoMu24_TwoProngs35; //! + TBranch *b_HLT_Mu12_IP6_part4; //! + TBranch *b_HLT_DoubleL2Mu23NoVtx_2Cha_NoL2Matched; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np2; //! + TBranch *b_HLT_PFHT780; //! + TBranch *b_HLT_Dimuon0_LowMass; //! + TBranch *b_HLT_Mu7p5_Track7_Upsilon; //! + TBranch *b_HLT_IsoMu30; //! + TBranch *b_HLT_DoubleEle27_CaloIdL_MW; //! + TBranch *b_HLT_Mu4_TrkIsoVVL_DiPFJet90_40_DEta3p5_MJJ750_HTT300_PFMETNoMu60; //! + TBranch *b_HLT_CaloMET90_NotCleaned; //! + TBranch *b_HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX; //! + TBranch *b_HLT_DoublePFJets40_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_PFHT450_SixPFJet36_PFBTagDeepCSV_1p59; //! + TBranch *b_HLT_Mu50; //! + TBranch *b_HLT_Dimuon0_Jpsi_NoVertexing_NoOS; //! + TBranch *b_HLT_Photon30_HoverELoose; //! + TBranch *b_HLT_Mu7_IP4_part4; //! + TBranch *b_HLT_IsoTrackHB; //! + TBranch *b_HLT_AK4CaloJet40; //! + TBranch *b_HLT_AK8PFJet400_TrimMass30; //! + TBranch *b_HLT_HcalPhiSym; //! + TBranch *b_HLT_AK8PFJet80; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4; //! + TBranch *b_HLT_Dimuon0_Jpsi_NoVertexing; //! + TBranch *b_HLT_TripleJet110_35_35_Mjj650_PFMET120; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3; //! + TBranch *b_HLT_Mu30_TkMu0_Upsilon; //! + TBranch *b_HLT_Dimuon24_Upsilon_noCorrL1; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight; //! + TBranch *b_HLT_QuadPFJet98_83_71_15; //! + TBranch *b_HLT_PFMET300_HBHECleaned; //! + TBranch *b_HLT_Mu30_TkMu0_Psi; //! + TBranch *b_HLT_DoubleMu4_JpsiTrk_Displaced; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3; //! + TBranch *b_HLT_ZeroBias_part4; //! + TBranch *b_HLT_Ele40_WPTight_Gsf; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_Photon120_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL; //! + TBranch *b_HLT_Ele30_WPTight_Gsf; //! + TBranch *b_HLT_PFHT400_SixPFJet32; //! + TBranch *b_HLT_HT550_DisplacedDijet60_Inclusive; //! + TBranch *b_HLT_DoublePFJets100_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30_CaloBtagDeepCSV_1p5; //! + TBranch *b_HLT_RsqMR320_Rsq0p09_MR200; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1; //! + TBranch *b_HLT_DiMu4_Ele9_CaloIdL_TrackIdL_DZ_Mass3p8; //! + TBranch *b_HLT_Dimuon20_Jpsi_Barrel_Seagulls; //! + TBranch *b_HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p1; //! + TBranch *b_HLT_ECALHT800; //! + TBranch *b_HLT_ZeroBias_part2; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_TM530; //! + TBranch *b_HLT_Mu3er1p5_PFJet100er2p5_PFMET90_PFMHT90_IDTight; //! + TBranch *b_HLT_L2Mu10_NoVertex_NoBPTX3BX; //! + TBranch *b_HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagDeepCSV_p71; //! + TBranch *b_HLT_CaloMET350_HBHECleaned; //! + TBranch *b_HLT_Mu7p5_Track3p5_Upsilon; //! + TBranch *b_HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60; //! + TBranch *b_HLT_BTagMu_AK8DiJet170_Mu5_noalgo; //! + TBranch *b_HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX; //! + TBranch *b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_CrossL1; //! + TBranch *b_HLT_HcalIsolatedbunch; //! + TBranch *b_HLT_AK8PFJet500; //! + TBranch *b_HLT_Random; //! + TBranch *b_HLT_DoubleL2Mu23NoVtx_2Cha; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30; //! + TBranch *b_HLT_PFHT350MinPFJet15; //! + TBranch *b_HLT_QuadPFJet98_83_71_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; //! + TBranch *b_HLT_PFHT680; //! + TBranch *b_HLT_Mu37_Ele27_CaloIdL_MW; //! + TBranch *b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_DiPFJetAve80_HFJEC; //! + TBranch *b_HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_ZeroBias_FirstCollisionInTrain; //! + TBranch *b_HLT_Mu9_IP5_part2; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_PFBtagDeepCSV_1p5; //! + TBranch *b_HLT_PFJetFwd200; //! + TBranch *b_HLT_Physics_part2; //! + TBranch *b_HLT_DoubleMu20_7_Mass0to30_L1_DM4; //! + TBranch *b_HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1; //! + TBranch *b_HLT_BTagMu_AK4DiJet170_Mu5_noalgo; //! + TBranch *b_HLT_DoublePhoton33_CaloIdL; //! + TBranch *b_HLT_Mu12_IP6_part2; //! + TBranch *b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ; //! + TBranch *b_HLT_PFJet140; //! + TBranch *b_HLT_PFHT250; //! + TBranch *b_HLT_PFMETNoMu130_PFMHTNoMu130_IDTight; //! + TBranch *b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_Mu8_IP6_part0; //! + TBranch *b_HLT_CDC_L2cosmic_5_er1p0; //! + TBranch *b_HLT_AK8PFJetFwd25; //! + TBranch *b_HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL; //! + TBranch *b_HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_EcalCalibration; //! + TBranch *b_HLT_HT650_DisplacedDijet60_Inclusive; //! + TBranch *b_HLT_QuadPFJet103_88_75_15_PFBTagDeepCSV_1p3_VBF2; //! + TBranch *b_HLT_AK4CaloJet50; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8; //! + TBranch *b_HLT_PFMET120_PFMHT120_IDTight; //! + TBranch *b_HLT_TriplePhoton_20_20_20_CaloIdLV2; //! + TBranch *b_HLT_ZeroBias_IsolatedBunches; //! + TBranch *b_HLT_PFHT700_PFMET85_PFMHT85_IDTight; //! + TBranch *b_HLT_Physics_part0; //! + TBranch *b_HLT_Mu8_IP6_part4; //! + TBranch *b_HLT_BTagMu_AK8Jet300_Mu5; //! + TBranch *b_HLT_PFHT500_PFMET100_PFMHT100_IDTight; //! + TBranch *b_HLT_DoublePFJets350_CaloBTagDeepCSV_p71; //! + TBranch *b_HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60; //! + TBranch *b_HLT_RsqMR300_Rsq0p09_MR200_4jet; //! + TBranch *b_HLT_Mu18_Mu9_DZ; //! + TBranch *b_HLT_Mu8_IP3_part2; //! + TBranch *b_HLT_Mu8_IP6_part1; //! + TBranch *b_HLT_QuadPFJet111_90_80_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_5; //! + TBranch *b_HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx; //! + TBranch *b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Ele17_WPLoose_Gsf; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3; //! + TBranch *b_L1_DoubleMu0er2p0_SQ_dR_Max1p4; //! + TBranch *b_L1_SingleJet60; //! + TBranch *b_L1_ETMHF120_NotSecondBunchInTrain; //! + TBranch *b_L1_IsoEG32er2p5_Mt48; //! + TBranch *b_L1_SingleEG40er2p5; //! + TBranch *b_L1_DoubleIsoTau32er2p1; //! + TBranch *b_L1_DoubleMu4p5_SQ_OS_dR_Max1p2; //! + TBranch *b_L1_SingleEG10er2p5; //! + TBranch *b_L1_SingleJet140er2p5_ETMHF80; //! + TBranch *b_L1_DoubleEG_22_10_er2p5; //! + TBranch *b_L1_BPTX_NotOR_VME; //! + TBranch *b_L1_DoubleEG8er2p5_HTT260er; //! + TBranch *b_L1_BPTX_OR_Ref4_VME; //! + TBranch *b_L1_SingleMu22_OMTF; //! + TBranch *b_L1_DoubleJet112er2p3_dEta_Max1p6; //! + TBranch *b_L1_ETMHF110; //! + TBranch *b_L1_QuadJet_95_75_65_20_DoubleJet_75_65_er2p5_Jet20_FWD3p0; //! + TBranch *b_L1_BPTX_BeamGas_Ref2_VME; //! + TBranch *b_L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4; //! + TBranch *b_L1_SingleMu18; //! + TBranch *b_L1_SingleMu20; //! + TBranch *b_L1_BptxXOR; //! + TBranch *b_L1_HTT200er; //! + TBranch *b_L1_SingleMu22_EMTF; //! + TBranch *b_L1_SecondBunchInTrain; //! + TBranch *b_L1_SingleMu18er1p5; //! + TBranch *b_L1_TripleMu3; //! + TBranch *b_L1_TripleMu_5SQ_3SQ_0OQ; //! + TBranch *b_L1_LastCollisionInTrain; //! + TBranch *b_L1_DoubleJet_100_30_DoubleJet30_Mass_Min620; //! + TBranch *b_L1_FirstBunchInTrain; //! + TBranch *b_L1_DoubleLooseIsoEG24er2p1; //! + TBranch *b_L1_Mu3_Jet120er2p5_dR_Max0p8; //! + TBranch *b_L1_DoubleEG_25_14_er2p5; //! + TBranch *b_L1_DoubleMu4_SQ_OS; //! + TBranch *b_L1_ZeroBias_copy; //! + TBranch *b_L1_HTT280er_QuadJet_70_55_40_35_er2p4; //! + TBranch *b_L1_LooseIsoEG28er2p1_HTT100er; //! + TBranch *b_L1_QuadMu0_OQ; //! + TBranch *b_L1_DoubleMu0er1p5_SQ_OS; //! + TBranch *b_L1_BPTX_BeamGas_B2_VME; //! + TBranch *b_L1_SingleJet120er2p5; //! + TBranch *b_L1_DoubleLooseIsoEG22er2p1; //! + TBranch *b_L1_SingleJet8erHE; //! + TBranch *b_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; //! + TBranch *b_L1_BPTX_AND_Ref4_VME; //! + TBranch *b_L1_DoubleEG8er2p5_HTT280er; //! + TBranch *b_L1_FirstBunchAfterTrain; //! + TBranch *b_L1_SingleIsoEG28er1p5; //! + TBranch *b_L1_HTT320er_QuadJet_70_55_40_40_er2p4; //! + TBranch *b_L1_HTT320er_QuadJet_80_60_er2p1_45_40_er2p3; //! + TBranch *b_L1_SingleJet90er2p5; //! + TBranch *b_L1_DoubleMu5_SQ_EG9er2p5; //! + TBranch *b_L1_DoubleEG8er2p5_HTT320er; //! + TBranch *b_L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9; //! + TBranch *b_L1_DoubleMu0er1p5_SQ; //! + TBranch *b_L1_QuadJet36er2p5_IsoTau52er2p1; //! + TBranch *b_L1_TripleEG_16_15_8_er2p5; //! + TBranch *b_L1_DoubleIsoTau36er2p1; //! + TBranch *b_L1_DoubleJet30er2p5_Mass_Min150_dEta_Max1p5; //! + TBranch *b_L1_Mu22er2p1_IsoTau32er2p1; //! + TBranch *b_L1_SingleMuCosmics_BMTF; //! + TBranch *b_L1_DoubleEG8er2p5_HTT300er; //! + TBranch *b_L1_SingleJet90_FWD3p0; //! + TBranch *b_L1_SingleEG36er2p5; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF50_HTT60er; //! + TBranch *b_L1_Mu3_Jet60er2p5_dR_Max0p4; //! + TBranch *b_L1_ETMHF120; //! + TBranch *b_L1_BptxOR; //! + TBranch *b_L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4; //! + TBranch *b_L1_IsoEG32er2p5_Mt44; //! + TBranch *b_L1_SingleIsoEG24er2p1; //! + TBranch *b_L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6; //! + TBranch *b_L1_Mu3er1p5_Jet100er2p5_ETMHF50; //! + TBranch *b_L1_SingleJet90; //! + TBranch *b_L1_SingleJet35er2p5; //! + TBranch *b_L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6; //! + TBranch *b_L1_SingleJet140er2p5_ETMHF90; //! + TBranch *b_L1_SingleMuOpen_er1p4_NotBptxOR_3BX; //! + TBranch *b_L1_DoubleMu4p5er2p0_SQ_OS; //! + TBranch *b_L1_SingleMu12_DQ_EMTF; //! + TBranch *b_L1_HTT360er; //! + TBranch *b_L1_DoubleJet150er2p5; //! + TBranch *b_L1_Mu7_LooseIsoEG20er2p5; //! + TBranch *b_L1_QuadJet60er2p5; //! + TBranch *b_L1_SingleIsoEG34er2p5; //! + TBranch *b_L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17; //! + TBranch *b_L1_DoubleEG_LooseIso25_12_er2p5; //! + TBranch *b_L1_FirstCollisionInTrain; //! + TBranch *b_L1_HTT320er; //! + TBranch *b_L1_Mu18er2p1_Tau24er2p1; //! + TBranch *b_L1_Mu22er2p1_IsoTau40er2p1; //! + TBranch *b_L1_SingleMu7_DQ; //! + TBranch *b_L1_ETMHF140; //! + TBranch *b_L1_ETMHF110_HTT60er; //! + TBranch *b_L1_SingleIsoEG28er2p5; //! + TBranch *b_L1_ETMHF120_HTT60er; //! + TBranch *b_L1_DoubleEG_LooseIso20_10_er2p5; //! + TBranch *b_L1_ETMHF100_HTT60er; //! + TBranch *b_L1_DoubleJet_110_35_DoubleJet35_Mass_Min620; //! + TBranch *b_L1_ETT1600; //! + TBranch *b_L1_DoubleMu0; //! + TBranch *b_L1_TripleJet_105_85_75_DoubleJet_85_75_er2p5; //! + TBranch *b_L1_SingleMuCosmics_OMTF; //! + TBranch *b_L1_SingleMu7; //! + TBranch *b_L1_HTT280er; //! + TBranch *b_L1_SingleMu16er1p5; //! + TBranch *b_L1_DoubleMu3_SQ_HTT220er; //! + TBranch *b_L1_Mu5_EG23er2p5; //! + TBranch *b_L1_DoubleMu18er2p1; //! + TBranch *b_L1_DoubleMu3_SQ_HTT260er; //! + TBranch *b_L1_DoubleJet30er2p5_Mass_Min250_dEta_Max1p5; //! + TBranch *b_L1_LastBunchInTrain; //! + TBranch *b_L1_DoubleEG_LooseIso22_12_er2p5; //! + TBranch *b_L1_SingleIsoEG28er2p1; //! + TBranch *b_L1_DoubleJet40er2p5; //! + TBranch *b_L1_DoubleMu_15_7_SQ; //! + TBranch *b_L1_SingleMu0_EMTF; //! + TBranch *b_L1_TOTEM_2; //! + TBranch *b_L1_TripleMu0_SQ; //! + TBranch *b_L1_BptxMinus; //! + TBranch *b_L1_SingleJet43er2p5_NotBptxOR_3BX; //! + TBranch *b_L1_DoubleJet_80_30_Mass_Min420_Mu8; //! + TBranch *b_L1_TOTEM_3; //! + TBranch *b_L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3; //! + TBranch *b_L1_DoubleEG8er2p5_HTT340er; //! + TBranch *b_L1_SingleMu10er1p5; //! + TBranch *b_L1_SingleEG38er2p5; //! + TBranch *b_L1_HTT255er; //! + TBranch *b_L1_HTT160er; //! + TBranch *b_L1_SingleMuOpen; //! + TBranch *b_L1_LooseIsoEG26er2p1_HTT100er; //! + TBranch *b_L1_Mu6_DoubleEG15er2p5; //! + TBranch *b_L1_DoubleMu10_SQ; //! + TBranch *b_L1_LooseIsoEG30er2p1_HTT100er; //! + TBranch *b_L1_SingleMuOpen_er1p1_NotBptxOR_3BX; //! + TBranch *b_L1_DoubleEG_25_12_er2p5; //! + TBranch *b_L1_TripleEG_16_12_8_er2p5; //! + TBranch *b_L1_SingleJet120; //! + TBranch *b_L1_TripleMu0_OQ; //! + TBranch *b_L1_BPTX_AND_Ref1_VME; //! + TBranch *b_L1_DoubleJet_90_30_DoubleJet30_Mass_Min620; //! + TBranch *b_L1_HCAL_LaserMon_Trig; //! + TBranch *b_L1_BPTX_BeamGas_Ref1_VME; //! + TBranch *b_L1_Mu22er2p1_Tau70er2p1; //! + TBranch *b_L1_HTT320er_QuadJet_80_60_er2p1_50_45_er2p3; //! + TBranch *b_L1_SingleMu0_BMTF; //! + TBranch *b_L1_BPTX_RefAND_VME; //! + TBranch *b_L1_DoubleMu0_SQ_OS; //! + TBranch *b_L1_ETMHF110_HTT60er_NotSecondBunchInTrain; //! + TBranch *b_L1_UnprefireableEvent; //! + TBranch *b_L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3; //! + TBranch *b_L1_ETMHF100; //! + TBranch *b_L1_SingleIsoEG26er2p1; //! + TBranch *b_L1_ETMHF130; //! + TBranch *b_L1_DoubleEG_15_10_er2p5; //! + TBranch *b_L1_DoubleMu_12_5; //! + TBranch *b_L1_TripleMu_5_3_3_SQ; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5; //! + TBranch *b_L1_HCAL_LaserMon_Veto; //! + TBranch *b_L1_DoubleJet_120_45_DoubleJet45_Mass_Min620_Jet60TT28; //! + TBranch *b_L1_SingleMu0_OMTF; //! + TBranch *b_L1_DoubleMu3_dR_Max1p6_Jet90er2p5_dR_Max0p8; //! + TBranch *b_L1_ETT2000; //! + TBranch *b_L1_DoubleJet_115_40_DoubleJet40_Mass_Min620; //! + TBranch *b_L1_SingleJet140er2p5; //! + TBranch *b_L1_HTT120er; //! + TBranch *b_L1_MinimumBiasHF0_AND_BptxAND; //! + TBranch *b_L1_SingleEG34er2p5; //! + TBranch *b_L1_AlwaysTrue; //! + TBranch *b_L1_SingleTau120er2p1; //! + TBranch *b_L1_DoubleEG_20_10_er2p5; //! + TBranch *b_L1_DoubleJet_115_40_DoubleJet40_Mass_Min620_Jet60TT28; //! + TBranch *b_L1_ETM150; //! + TBranch *b_L1_TripleEG16er2p5; //! + TBranch *b_L1_Mu22er2p1_IsoTau34er2p1; //! + TBranch *b_L1_DoubleMu_15_5_SQ; //! + TBranch *b_L1_SingleIsoEG30er2p5; //! + TBranch *b_L1_SingleJet120_FWD3p0; //! + TBranch *b_L1_DoubleMu_15_7; //! + TBranch *b_L1_UnpairedBunchBptxMinus; //! + TBranch *b_L1_SingleLooseIsoEG28er1p5; //! + TBranch *b_L1_HTT450er; //! + TBranch *b_L1_SingleMuCosmics; //! + TBranch *b_L1_SingleEG50; //! + TBranch *b_L1_FirstCollisionInOrbit; //! + TBranch *b_L1_FirstBunchBeforeTrain; //! + TBranch *b_L1_SingleMu7er1p5; //! + TBranch *b_L1_TripleMu_5_5_3; //! + TBranch *b_L1_TripleJet_100_80_70_DoubleJet_80_70_er2p5; //! + TBranch *b_L1_HTT400er; //! + TBranch *b_L1_DoubleJet35_Mass_Min450_IsoTau45_RmOvlp; //! + TBranch *b_L1_IsoTau40er2p1_ETMHF90; //! + TBranch *b_L1_Mu3_Jet30er2p5; //! + TBranch *b_L1_SingleJet160er2p5; //! + TBranch *b_L1_DoubleJet100er2p3_dEta_Max1p6; //! + TBranch *b_L1_SingleMu22_BMTF; //! + TBranch *b_L1_IsoEG32er2p5_Mt40; //! + TBranch *b_L1_DoubleTau70er2p1; //! + TBranch *b_L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18; //! + TBranch *b_L1_Mu3_Jet35er2p5_dR_Max0p4; //! + TBranch *b_L1_Mu7_EG23er2p5; //! + TBranch *b_L1_DoubleEG_LooseIso22_10_er2p5; //! + TBranch *b_L1_ETMHF90_HTT60er; //! + TBranch *b_L1_Mu5_LooseIsoEG20er2p5; //! + TBranch *b_L1_SingleMu8er1p5; //! + TBranch *b_L1_Mu6_DoubleEG17er2p5; //! + TBranch *b_L1_DoubleMu3_SQ_HTT240er; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5_OR_DoubleJet40er2p5; //! + TBranch *b_L1_SingleEG60; //! + TBranch *b_L1_LooseIsoEG22er2p1_Tau70er2p1_dR_Min0p3; //! + TBranch *b_L1_SingleIsoEG30er2p1; //! + TBranch *b_L1_Mu3_Jet16er2p5_dR_Max0p4; //! + TBranch *b_L1_SingleMu6er1p5; //! + TBranch *b_L1_LooseIsoEG24er2p1_HTT100er; //! + TBranch *b_L1_TOTEM_4; //! + TBranch *b_L1_QuadMu0; //! + TBranch *b_L1_DoubleJet30er2p5_Mass_Min300_dEta_Max1p5; //! + TBranch *b_L1_SingleMu14er1p5; //! + TBranch *b_L1_Mu18er2p1_Tau26er2p1; //! + TBranch *b_L1_SingleTau130er2p1; //! + TBranch *b_L1_BptxPlus; //! + TBranch *b_L1_TripleEG_18_18_12_er2p5; //! + TBranch *b_L1_TripleMu0; //! + TBranch *b_L1_DoubleIsoTau34er2p1; //! + TBranch *b_L1_TripleEG_18_17_8_er2p5; //! + TBranch *b_L1_SingleIsoEG32er2p5; //! + TBranch *b_L1_SingleJet60er2p5; //! + TBranch *b_L1_DoubleMu4_SQ_EG9er2p5; //! + TBranch *b_L1_IsoTau40er2p1_ETMHF120; //! + TBranch *b_L1_SingleIsoEG24er1p5; //! + TBranch *b_L1_IsolatedBunch; //! + TBranch *b_L1_DoubleJet30er2p5_Mass_Min330_dEta_Max1p5; //! + TBranch *b_L1_BPTX_OR_Ref3_VME; //! + TBranch *b_L1_TripleMu3_SQ; //! + TBranch *b_L1_Mu3_Jet120er2p5_dR_Max0p4; //! + TBranch *b_L1_SingleEG26er2p5; //! + TBranch *b_L1_Mu22er2p1_IsoTau36er2p1; //! + TBranch *b_L1_SingleJet20er2p5_NotBptxOR_3BX; //! + TBranch *b_L1_SingleMu12er1p5; //! + TBranch *b_L1_Mu12er2p3_Jet40er2p1_dR_Max0p4_DoubleJet40er2p1_dEta_Max1p6; //! + TBranch *b_L1_SingleMu9er1p5; //! + TBranch *b_L1_DoubleJet30er2p5_Mass_Min360_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet_80_30_Mass_Min420_IsoTau40_RmOvlp; //! + TBranch *b_L1_DoubleMu9_SQ; //! + TBranch *b_L1_SingleIsoEG32er2p1; //! + TBranch *b_L1_SingleJet12erHE; //! + TBranch *b_L1_SingleLooseIsoEG30er1p5; //! + TBranch *b_L1_SingleJet200; //! + TBranch *b_L1_BPTX_AND_Ref3_VME; //! + TBranch *b_L1_DoubleEG_27_14_er2p5; //! + TBranch *b_L1_DoubleJet_80_30_Mass_Min420_DoubleMu0_SQ; //! + TBranch *b_L1_SingleJet10erHE; //! + TBranch *b_L1_SingleMuCosmics_EMTF; //! + TBranch *b_L1_SingleEG15er2p5; //! + TBranch *b_L1_SingleIsoEG26er2p5; //! + TBranch *b_L1_DoubleMu0er2p0_SQ_OS_dR_Max1p4; //! + TBranch *b_L1_SingleJet46er2p5_NotBptxOR_3BX; //! + TBranch *b_L1_IsoTau40er2p1_ETMHF100; //! + TBranch *b_L1_SingleEG45er2p5; //! + TBranch *b_L1_SingleMu5; //! + TBranch *b_L1_Mu3er1p5_Jet100er2p5_ETMHF40; //! + TBranch *b_L1_Mu6_HTT250er; //! + TBranch *b_L1_TOTEM_1; //! + TBranch *b_L1_TripleMu_5_3_3; //! + TBranch *b_L1_TripleMu_5_3p5_2p5_OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17; //! + TBranch *b_L1_TripleMu_5_3p5_2p5; //! + TBranch *b_L1_Mu6_HTT240er; //! + TBranch *b_L1_LooseIsoEG26er2p1_Jet34er2p5_dR_Min0p3; //! + TBranch *b_L1_LooseIsoEG30er2p1_Jet34er2p5_dR_Min0p3; //! + TBranch *b_L1_SingleJet35_FWD3p0; //! + TBranch *b_L1_SingleJet20er2p5_NotBptxOR; //! + TBranch *b_L1_DoubleMu0_Mass_Min1; //! + TBranch *b_L1_ZeroBias; //! + TBranch *b_L1_SingleMu12_DQ_BMTF; //! + TBranch *b_L1_DoubleJet_120_45_DoubleJet45_Mass_Min620; //! + TBranch *b_L1_TripleJet_95_75_65_DoubleJet_75_65_er2p5; //! + TBranch *b_L1_Mu6_DoubleEG10er2p5; //! + TBranch *b_L1_LooseIsoEG28er2p1_Jet34er2p5_dR_Min0p3; //! + TBranch *b_L1_SingleMu12_DQ_OMTF; //! + TBranch *b_L1_SingleEG42er2p5; //! + TBranch *b_L1_SingleMu22; //! + TBranch *b_L1_SingleMu15_DQ; //! + TBranch *b_L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9; //! + TBranch *b_L1_DoubleJet30er2p5_Mass_Min200_dEta_Max1p5; //! + TBranch *b_L1_ETMHF130_HTT60er; //! + TBranch *b_L1_QuadMu0_SQ; //! + TBranch *b_L1_SingleEG8er2p5; //! + TBranch *b_L1_SingleMuOpen_NotBptxOR; //! + TBranch *b_L1_DoubleMu3_OS_DoubleEG7p5Upsilon; //! + TBranch *b_L1_SingleJet60_FWD3p0; //! + TBranch *b_L1_ETMHF150; //! + TBranch *b_L1_DoubleMu_15_7_Mass_Min1; //! + TBranch *b_L1_DoubleMu4_SQ_OS_dR_Max1p2; //! + TBranch *b_L1_BPTX_BeamGas_B1_VME; //! + TBranch *b_L1_SingleJet35; //! + TBranch *b_L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17; //! + TBranch *b_L1_Mu7_LooseIsoEG23er2p5; //! + TBranch *b_L1_Mu6_DoubleEG12er2p5; //! + TBranch *b_L1_DoubleJet100er2p5; //! + TBranch *b_L1_IsoTau40er2p1_ETMHF110; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF60_Jet60er2p5; //! + TBranch *b_L1_Mu3_Jet80er2p5_dR_Max0p4; //! + TBranch *b_L1_DoubleMu0_dR_Max1p6_Jet90er2p5_dR_Max0p8; //! + TBranch *b_L1_SingleJet180; //! + TBranch *b_L1_SingleMu25; //! + TBranch *b_L1_SingleJet180er2p5; //! + TBranch *b_L1_DoubleMu0_OQ; //! + TBranch *b_L1_DoubleMu4p5_SQ_OS; //! + TBranch *b_L1_SingleMu3; //! + TBranch *b_L1_ETT1200; //! + TBranch *b_L1_Mu20_EG10er2p5; //! + TBranch *b_L1_SingleMu0_DQ; //! + TBranch *b_L1_DoubleMu0_SQ; //! + TBranch *b_L1_SecondLastBunchInTrain; //! + TBranch *b_L1_ETM120; //! + TBranch *b_L1_DoubleJet120er2p5; //! + TBranch *b_L1_DoubleMu0er1p5_SQ_dR_Max1p4; //! + TBranch *b_L1_UnpairedBunchBptxPlus; //! + TBranch *b_L1_DoubleMu5Upsilon_OS_DoubleEG3; //! + TBranch *b_L1_NotBptxOR; //! + TBranch *b_L1_SingleIsoEG26er1p5; //! + TBranch *b_nTau; //! + TBranch *b_Tau_charge; //! + TBranch *b_Tau_rawIsodR03; //! + TBranch *b_Tau_leadTkDeltaPhi; //! + TBranch *b_Tau_leadTkPtOverTauPt; //! + TBranch *b_Tau_phi; //! + TBranch *b_Tau_idDeepTau2017v2p1VSe; //! + TBranch *b_Tau_idDeepTau2017v2p1VSjet; //! + TBranch *b_Tau_eta; //! + TBranch *b_Tau_dxy; //! + TBranch *b_Tau_photonsOutsideSignalCone; //! + TBranch *b_Tau_genPartFlav; //! + TBranch *b_Tau_genPartIdx; //! + TBranch *b_Tau_dz; //! + TBranch *b_Tau_rawDeepTau2017v2p1VSjet; //! + TBranch *b_Tau_mass; //! + TBranch *b_Tau_idAntiEleDeadECal; //! + TBranch *b_Tau_rawDeepTau2017v2p1VSmu; //! + TBranch *b_Tau_cleanmask; //! + TBranch *b_Tau_pt; //! + TBranch *b_Tau_neutralIso; //! + TBranch *b_Tau_jetIdx; //! + TBranch *b_Tau_idDecayModeOldDMs; //! + TBranch *b_Tau_chargedIso; //! + TBranch *b_Tau_idDeepTau2017v2p1VSmu; //! + TBranch *b_Tau_decayMode; //! + TBranch *b_Tau_puCorr; //! + TBranch *b_Tau_leadTkDeltaEta; //! + TBranch *b_Tau_rawIso; //! + TBranch *b_Tau_idAntiMu; //! + TBranch *b_Tau_rawDeepTau2017v2p1VSe; //! + TBranch *b_nIsoTrack; //! + TBranch *b_IsoTrack_pdgId; //! + TBranch *b_IsoTrack_eta; //! + TBranch *b_IsoTrack_pfRelIso03_all; //! + TBranch *b_IsoTrack_charge; //! + TBranch *b_IsoTrack_isFromLostTrack; //! + TBranch *b_IsoTrack_fromPV; //! + TBranch *b_IsoTrack_isHighPurityTrack; //! + TBranch *b_IsoTrack_pt; //! + TBranch *b_IsoTrack_phi; //! + TBranch *b_IsoTrack_pfRelIso03_chg; //! + TBranch *b_IsoTrack_isPFcand; //! + TBranch *b_IsoTrack_dz; //! + TBranch *b_IsoTrack_miniPFRelIso_chg; //! + TBranch *b_IsoTrack_miniPFRelIso_all; //! + TBranch *b_IsoTrack_dxy; //! + TBranch *b_nGenPart; //! + TBranch *b_GenPart_MotherStatus; //! + TBranch *b_GenPart_phi; //! + TBranch *b_GenPart_pdgId; //! + TBranch *b_GenPart_pt; //! + TBranch *b_GenPart_isTauDecayProduct; //! + TBranch *b_GenPart_MotherPID; //! + TBranch *b_GenPart_isDirectPromptTauDecayProduct; //! + TBranch *b_GenPart_genPartIdxMother; //! + TBranch *b_GenPart_mass; //! + TBranch *b_GenPart_fromHardProcess; //! + TBranch *b_GenPart_isPrompt; //! + TBranch *b_GenPart_status; //! + TBranch *b_GenPart_isDirectHadronDecayProduct; //! + TBranch *b_GenPart_eta; //! + TBranch *b_GenPart_statusFlags; //! + TBranch *b_nLHEPart; //! + TBranch *b_LHEPart_incomingpz; //! + TBranch *b_LHEPart_pt; //! + TBranch *b_LHEPart_phi; //! + TBranch *b_LHEPart_mass; //! + TBranch *b_LHEPart_status; //! + TBranch *b_LHEPart_spin; //! + TBranch *b_LHEPart_pdgId; //! + TBranch *b_LHEPart_eta; //! + TBranch *b_nTrigObj; //! + TBranch *b_TrigObj_l1iso; //! + TBranch *b_TrigObj_l1pt; //! + TBranch *b_TrigObj_l1pt_2; //! + TBranch *b_TrigObj_phi; //! + TBranch *b_TrigObj_l1charge; //! + TBranch *b_TrigObj_eta; //! + TBranch *b_TrigObj_id; //! + TBranch *b_TrigObj_l2pt; //! + TBranch *b_TrigObj_filterBits; //! + TBranch *b_TrigObj_pt; //! + TBranch *b_nNeutrinoGen; //! + TBranch *b_NeutrinoGen_status; //! + TBranch *b_NeutrinoGen_MotherStatus; //! + TBranch *b_NeutrinoGen_phi; //! + TBranch *b_NeutrinoGen_eta; //! + TBranch *b_NeutrinoGen_isTauDecayProduct; //! + TBranch *b_NeutrinoGen_fromHardProcess; //! + TBranch *b_NeutrinoGen_isDirectHadronDecayProduct; //! + TBranch *b_NeutrinoGen_isPrompt; //! + TBranch *b_NeutrinoGen_mass; //! + TBranch *b_NeutrinoGen_isDirectPromptTauDecayProduct; //! + TBranch *b_NeutrinoGen_pdgId; //! + TBranch *b_NeutrinoGen_MotherPID; //! + TBranch *b_NeutrinoGen_pt; //! + TBranch *b_nSubJet; //! + TBranch *b_SubJet_btagCSVV2; //! + TBranch *b_SubJet_mass; //! + TBranch *b_SubJet_nCHadrons; //! + TBranch *b_SubJet_tau1; //! + TBranch *b_SubJet_hadronFlavour; //! + TBranch *b_SubJet_n2b1; //! + TBranch *b_SubJet_phi; //! + TBranch *b_SubJet_tau4; //! + TBranch *b_SubJet_pt; //! + TBranch *b_SubJet_tau2; //! + TBranch *b_SubJet_btagDeepB; //! + TBranch *b_SubJet_nBHadrons; //! + TBranch *b_SubJet_tau3; //! + TBranch *b_SubJet_eta; //! + TBranch *b_SubJet_n3b1; //! + TBranch *b_SubJet_rawFactor; //! + TBranch *b_ChsMET_pt; //! + TBranch *b_ChsMET_phi; //! + TBranch *b_ChsMET_sumEt; //! + TBranch *b_nLeptonGen; //! + TBranch *b_LeptonGen_status; //! + TBranch *b_LeptonGen_pt; //! + TBranch *b_LeptonGen_isDirectPromptTauDecayProduct; //! + TBranch *b_LeptonGen_fromHardProcess; //! + TBranch *b_LeptonGen_phi; //! + TBranch *b_LeptonGen_MotherStatus; //! + TBranch *b_LeptonGen_isTauDecayProduct; //! + TBranch *b_LeptonGen_eta; //! + TBranch *b_LeptonGen_isPrompt; //! + TBranch *b_LeptonGen_pdgId; //! + TBranch *b_LeptonGen_isDirectHadronDecayProduct; //! + TBranch *b_LeptonGen_mass; //! + TBranch *b_LeptonGen_MotherPID; //! + TBranch *b_nFatJet; //! + TBranch *b_FatJet_hadronFlavour; //! + TBranch *b_FatJet_deepTagMD_HbbvsQCD; //! + TBranch *b_FatJet_deepTagMD_ZHccvsQCD; //! + TBranch *b_FatJet_tau3; //! + TBranch *b_FatJet_subJetIdx1; //! + TBranch *b_FatJet_deepTagMD_ZvsQCD; //! + TBranch *b_FatJet_btagCSVV2; //! + TBranch *b_FatJet_btagHbb; //! + TBranch *b_FatJet_deepTag_QCD; //! + TBranch *b_FatJet_tau4; //! + TBranch *b_FatJet_msoftdrop; //! + TBranch *b_FatJet_particleNet_mass; //! + TBranch *b_FatJet_subJetIdx2; //! + TBranch *b_FatJet_genJetAK8Idx; //! + TBranch *b_FatJet_particleNetMD_Xbb; //! + TBranch *b_FatJet_btagDDCvLV2; //! + TBranch *b_FatJet_deepTagMD_WvsQCD; //! + TBranch *b_FatJet_pt; //! + TBranch *b_FatJet_n2b1; //! + TBranch *b_FatJet_deepTagMD_bbvsLight; //! + TBranch *b_FatJet_deepTagMD_TvsQCD; //! + TBranch *b_FatJet_particleNet_QCD; //! + TBranch *b_FatJet_particleNet_HccvsQCD; //! + TBranch *b_FatJet_btagDDCvBV2; //! + TBranch *b_FatJet_area; //! + TBranch *b_FatJet_btagDDBvLV2; //! + TBranch *b_FatJet_eta; //! + TBranch *b_FatJet_particleNet_ZvsQCD; //! + TBranch *b_FatJet_particleNetMD_QCD; //! + TBranch *b_FatJet_nCHadrons; //! + TBranch *b_FatJet_deepTag_WvsQCD; //! + TBranch *b_FatJet_deepTag_ZvsQCD; //! + TBranch *b_FatJet_deepTagMD_H4qvsQCD; //! + TBranch *b_FatJet_particleNet_TvsQCD; //! + TBranch *b_FatJet_deepTag_TvsQCD; //! + TBranch *b_FatJet_particleNet_HbbvsQCD; //! + TBranch *b_FatJet_lsf3; //! + TBranch *b_FatJet_tau1; //! + TBranch *b_FatJet_deepTagMD_ZHbbvsQCD; //! + TBranch *b_FatJet_particleNet_H4qvsQCD; //! + TBranch *b_FatJet_particleNet_WvsQCD; //! + TBranch *b_FatJet_deepTagMD_ZbbvsQCD; //! + TBranch *b_FatJet_deepTag_QCDothers; //! + TBranch *b_FatJet_deepTagMD_ccvsLight; //! + TBranch *b_FatJet_phi; //! + TBranch *b_FatJet_muonIdx3SJ; //! + TBranch *b_FatJet_jetId; //! + TBranch *b_FatJet_nBHadrons; //! + TBranch *b_FatJet_particleNetMD_Xcc; //! + TBranch *b_FatJet_deepTag_H; //! + TBranch *b_FatJet_rawFactor; //! + TBranch *b_FatJet_btagDeepB; //! + TBranch *b_FatJet_electronIdx3SJ; //! + TBranch *b_FatJet_mass; //! + TBranch *b_FatJet_nConstituents; //! + TBranch *b_FatJet_particleNetMD_Xqq; //! + TBranch *b_FatJet_n3b1; //! + TBranch *b_FatJet_tau2; //! + TBranch *b_nPhotonGen; //! + TBranch *b_PhotonGen_fromHardProcess; //! + TBranch *b_PhotonGen_isTauDecayProduct; //! + TBranch *b_PhotonGen_MotherStatus; //! + TBranch *b_PhotonGen_eta; //! + TBranch *b_PhotonGen_phi; //! + TBranch *b_PhotonGen_isDirectHadronDecayProduct; //! + TBranch *b_PhotonGen_isDirectPromptTauDecayProduct; //! + TBranch *b_PhotonGen_pt; //! + TBranch *b_PhotonGen_pdgId; //! + TBranch *b_PhotonGen_isPrompt; //! + TBranch *b_PhotonGen_mass; //! + TBranch *b_PhotonGen_MotherPID; //! + TBranch *b_PhotonGen_status; //! + TBranch *b_nDressedLepton; //! + TBranch *b_DressedLepton_phi; //! + TBranch *b_DressedLepton_eta; //! + TBranch *b_DressedLepton_pt; //! + TBranch *b_DressedLepton_mass; //! + TBranch *b_DressedLepton_pdgId; //! + TBranch *b_nGenDressedLepton; //! + TBranch *b_GenDressedLepton_phi; //! + TBranch *b_GenDressedLepton_hasTauAnc; //! + TBranch *b_GenDressedLepton_mass; //! + TBranch *b_GenDressedLepton_eta; //! + TBranch *b_GenDressedLepton_pdgId; //! + TBranch *b_GenDressedLepton_pt; //! + TBranch *b_nSubGenJetAK8; //! + TBranch *b_SubGenJetAK8_mass; //! + TBranch *b_SubGenJetAK8_pt; //! + TBranch *b_SubGenJetAK8_eta; //! + TBranch *b_SubGenJetAK8_phi; //! + TBranch *b_nLowPtElectron; //! + TBranch *b_LowPtElectron_convWP; //! + TBranch *b_LowPtElectron_dxy; //! + TBranch *b_LowPtElectron_phi; //! + TBranch *b_LowPtElectron_ID; //! + TBranch *b_LowPtElectron_miniPFRelIso_chg; //! + TBranch *b_LowPtElectron_convVeto; //! + TBranch *b_LowPtElectron_eInvMinusPInv; //! + TBranch *b_LowPtElectron_miniPFRelIso_all; //! + TBranch *b_LowPtElectron_dxyErr; //! + TBranch *b_LowPtElectron_hoe; //! + TBranch *b_LowPtElectron_scEtOverPt; //! + TBranch *b_LowPtElectron_pt; //! + TBranch *b_LowPtElectron_r9; //! + TBranch *b_LowPtElectron_genPartFlav; //! + TBranch *b_LowPtElectron_genPartIdx; //! + TBranch *b_LowPtElectron_charge; //! + TBranch *b_LowPtElectron_convVtxRadius; //! + TBranch *b_LowPtElectron_energyErr; //! + TBranch *b_LowPtElectron_pdgId; //! + TBranch *b_LowPtElectron_mass; //! + TBranch *b_LowPtElectron_lostHits; //! + TBranch *b_LowPtElectron_sieie; //! + TBranch *b_LowPtElectron_ptbiased; //! + TBranch *b_LowPtElectron_dz; //! + TBranch *b_LowPtElectron_dzErr; //! + TBranch *b_LowPtElectron_unbiased; //! + TBranch *b_LowPtElectron_eta; //! + TBranch *b_LowPtElectron_deltaEtaSC; //! + TBranch *b_LowPtElectron_embeddedID; //! + TBranch *b_nVetoLepton; //! + TBranch *b_VetoLepton_pt; //! + TBranch *b_VetoLepton_eta; //! + TBranch *b_VetoLepton_pdgId; //! + TBranch *b_VetoLepton_muonIdx; //! + TBranch *b_VetoLepton_phi; //! + TBranch *b_VetoLepton_electronIdx; //! + TBranch *b_LHEWeight_originalXWGTUP; //! + TBranch *b_nGenIsolatedPhoton; //! + TBranch *b_GenIsolatedPhoton_mass; //! + TBranch *b_GenIsolatedPhoton_eta; //! + TBranch *b_GenIsolatedPhoton_pt; //! + TBranch *b_GenIsolatedPhoton_phi; //! + TBranch *b_RawMET_pt; //! + TBranch *b_RawMET_phi; //! + TBranch *b_RawMET_sumEt; //! + TBranch *b_TkMET_pt; //! + TBranch *b_TkMET_sumEt; //! + TBranch *b_TkMET_phi; //! + TBranch *b_nboostedTau; //! + TBranch *b_boostedTau_rawIso; //! + TBranch *b_boostedTau_leadTkDeltaPhi; //! + TBranch *b_boostedTau_decayMode; //! + TBranch *b_boostedTau_rawAntiEle2018; //! + TBranch *b_boostedTau_photonsOutsideSignalCone; //! + TBranch *b_boostedTau_pt; //! + TBranch *b_boostedTau_leadTkDeltaEta; //! + TBranch *b_boostedTau_genPartFlav; //! + TBranch *b_boostedTau_rawMVAoldDM2017v2; //! + TBranch *b_boostedTau_jetIdx; //! + TBranch *b_boostedTau_rawMVAoldDMdR032017v2; //! + TBranch *b_boostedTau_rawMVAnewDM2017v2; //! + TBranch *b_boostedTau_neutralIso; //! + TBranch *b_boostedTau_puCorr; //! + TBranch *b_boostedTau_idMVAoldDM2017v2; //! + TBranch *b_boostedTau_leadTkPtOverTauPt; //! + TBranch *b_boostedTau_chargedIso; //! + TBranch *b_boostedTau_rawIsodR03; //! + TBranch *b_boostedTau_eta; //! + TBranch *b_boostedTau_idMVAnewDM2017v2; //! + TBranch *b_boostedTau_rawAntiEleCat2018; //! + TBranch *b_boostedTau_idAntiEle2018; //! + TBranch *b_boostedTau_idAntiMu; //! + TBranch *b_boostedTau_charge; //! + TBranch *b_boostedTau_idMVAoldDMdR032017v2; //! + TBranch *b_boostedTau_mass; //! + TBranch *b_boostedTau_phi; //! + TBranch *b_boostedTau_genPartIdx; //! + TBranch *b_nGenJet; //! + TBranch *b_GenJet_hadronFlavour; //! + TBranch *b_GenJet_mass; //! + TBranch *b_GenJet_partonFlavour; //! + TBranch *b_GenJet_eta; //! + TBranch *b_GenJet_pt; //! + TBranch *b_GenJet_phi; //! + TBranch *b_TriggerEffWeight_2l_u; //! + TBranch *b_TriggerEffWeight_sngMu; //! + TBranch *b_TriggerEffWeight_dblEl; //! + TBranch *b_TriggerEffWeight_4l; //! + TBranch *b_TriggerEffWeight_3l; //! + TBranch *b_TriggerEffWeight_dblMu; //! + TBranch *b_TriggerEffWeight_3l_u; //! + TBranch *b_TriggerEffWeight_1l_d; //! + TBranch *b_TriggerEffWeight_sngEl; //! + TBranch *b_TriggerEffWeight_2l_d; //! + TBranch *b_TriggerEffWeight_4l_d; //! + TBranch *b_TriggerEffWeight_3l_d; //! + TBranch *b_TriggerEffWeight_ElMu; //! + TBranch *b_TriggerEffWeight_1l_u; //! + TBranch *b_TriggerEffWeight_4l_u; //! + TBranch *b_TriggerEffWeight_1l; //! + TBranch *b_TriggerEffWeight_2l; //! + TBranch *b_TriggerSFWeight_ElMu; //! + TBranch *b_TriggerSFWeight_dblEl_d; //! + TBranch *b_TriggerSFWeight_3l; //! + TBranch *b_TriggerSFWeight_sngMu_u; //! + TBranch *b_TriggerSFWeight_dblMu; //! + TBranch *b_TriggerSFWeight_2l_u; //! + TBranch *b_TriggerSFWeight_ElMu_u; //! + TBranch *b_TriggerSFWeight_dblEl_u; //! + TBranch *b_TriggerSFWeight_sngMu_d; //! + TBranch *b_TriggerSFWeight_dblMu_u; //! + TBranch *b_TriggerSFWeight_sngEl_u; //! + TBranch *b_TriggerSFWeight_4l_u; //! + TBranch *b_TriggerSFWeight_ElMu_d; //! + TBranch *b_TriggerSFWeight_sngMu; //! + TBranch *b_TriggerSFWeight_1l_d; //! + TBranch *b_TriggerSFWeight_1l; //! + TBranch *b_TriggerSFWeight_2l; //! + TBranch *b_TriggerSFWeight_1l_u; //! + TBranch *b_TriggerSFWeight_sngEl; //! + TBranch *b_TriggerSFWeight_dblMu_d; //! + TBranch *b_TriggerSFWeight_sngEl_d; //! + TBranch *b_TriggerSFWeight_4l_d; //! + TBranch *b_TriggerSFWeight_dblEl; //! + TBranch *b_TriggerSFWeight_3l_u; //! + TBranch *b_TriggerSFWeight_4l; //! + TBranch *b_TriggerSFWeight_3l_d; //! + TBranch *b_TriggerSFWeight_2l_d; //! + TBranch *b_nGenJetAK8; //! + TBranch *b_GenJetAK8_phi; //! + TBranch *b_GenJetAK8_eta; //! + TBranch *b_GenJetAK8_mass; //! + TBranch *b_GenJetAK8_pt; //! + TBranch *b_GenJetAK8_hadronFlavour; //! + TBranch *b_GenJetAK8_partonFlavour; //! + TBranch *b_Flag_trkPOG_toomanystripclus53X; //! + TBranch *b_Flag_CSCTightHaloTrkMuUnvetoFilter; //! + TBranch *b_Flag_HBHENoiseFilter; //! + TBranch *b_Flag_EcalDeadCellBoundaryEnergyFilter; //! + TBranch *b_Flag_HBHENoiseIsoFilter; //! + TBranch *b_Flag_globalTightHalo2016Filter; //! + TBranch *b_Flag_trkPOG_logErrorTooManyClusters; //! + TBranch *b_Flag_BadPFMuonDzFilter; //! + TBranch *b_Flag_EcalDeadCellTriggerPrimitiveFilter; //! + TBranch *b_Flag_trkPOG_manystripclus53X; //! + TBranch *b_Flag_BadChargedCandidateFilter; //! + TBranch *b_Flag_hcalLaserEventFilter; //! + TBranch *b_Flag_hfNoisyHitsFilter; //! + TBranch *b_Flag_BadChargedCandidateSummer16Filter; //! + TBranch *b_Flag_chargedHadronTrackResolutionFilter; //! + TBranch *b_Flag_trkPOGFilters; //! + TBranch *b_Flag_muonBadTrackFilter; //! + TBranch *b_Flag_HcalStripHaloFilter; //! + TBranch *b_Flag_CSCTightHaloFilter; //! + TBranch *b_Flag_BadPFMuonFilter; //! + TBranch *b_Flag_eeBadScFilter; //! + TBranch *b_Flag_globalSuperTightHalo2016Filter; //! + TBranch *b_Flag_METFilters; //! + TBranch *b_Flag_ecalBadCalibFilter; //! + TBranch *b_Flag_BadPFMuonSummer16Filter; //! + TBranch *b_Flag_ecalLaserCorrFilter; //! + TBranch *b_Flag_goodVertices; //! + TBranch *b_Flag_CSCTightHalo2015Filter; //! + TBranch *b_Pileup_sumLOOT; //! + TBranch *b_Pileup_nPU; //! + TBranch *b_Pileup_nTrueInt; //! + TBranch *b_Pileup_pudensity; //! + TBranch *b_Pileup_gpudensity; //! + TBranch *b_Pileup_sumEOOT; //! + TBranch *b_HTXS_stage_1_pTjet25; //! + TBranch *b_HTXS_stage1_1_cat_pTjet30GeV; //! + TBranch *b_HTXS_stage1_2_cat_pTjet25GeV; //! + TBranch *b_HTXS_Higgs_y; //! + TBranch *b_HTXS_stage1_1_fine_cat_pTjet25GeV; //! + TBranch *b_HTXS_stage1_2_cat_pTjet30GeV; //! + TBranch *b_HTXS_njets30; //! + TBranch *b_HTXS_stage1_2_fine_cat_pTjet30GeV; //! + TBranch *b_HTXS_stage_1_pTjet30; //! + TBranch *b_HTXS_stage_0; //! + TBranch *b_HTXS_stage1_1_cat_pTjet25GeV; //! + TBranch *b_HTXS_Higgs_pt; //! + TBranch *b_HTXS_stage1_1_fine_cat_pTjet30GeV; //! + TBranch *b_HTXS_stage1_2_fine_cat_pTjet25GeV; //! + TBranch *b_HTXS_njets25; //! + TBranch *b_GenVtx_z; //! + TBranch *b_GenVtx_x; //! + TBranch *b_GenVtx_y; //! + TBranch *b_GenVtx_t0; //! + TBranch *b_Generator_scalePDF; //! + TBranch *b_Generator_id1; //! + TBranch *b_Generator_x1; //! + TBranch *b_Generator_binvar; //! + TBranch *b_Generator_xpdf1; //! + TBranch *b_Generator_id2; //! + TBranch *b_Generator_weight; //! + TBranch *b_Generator_x2; //! + TBranch *b_Generator_xpdf2; //! + TBranch *b_Trigger_sngMu; //! + TBranch *b_Trigger_dblMu; //! + TBranch *b_Trigger_sngEl; //! + TBranch *b_Trigger_dblEl; //! + TBranch *b_Trigger_ElMu; //! + TBranch *b_nGenVisTau; //! + TBranch *b_GenVisTau_genPartIdxMother; //! + TBranch *b_GenVisTau_mass; //! + TBranch *b_GenVisTau_status; //! + TBranch *b_GenVisTau_charge; //! + TBranch *b_GenVisTau_eta; //! + TBranch *b_GenVisTau_phi; //! + TBranch *b_GenVisTau_pt; //! + TBranch *b_RawPuppiMET_sumEt; //! + TBranch *b_RawPuppiMET_pt; //! + TBranch *b_RawPuppiMET_phi; //! + TBranch *b_nSoftActivityJet; //! + TBranch *b_SoftActivityJet_pt; //! + TBranch *b_SoftActivityJet_phi; //! + TBranch *b_SoftActivityJet_eta; //! + TBranch *b_CaloMET_phi; //! + TBranch *b_CaloMET_sumEt; //! + TBranch *b_CaloMET_pt; //! + TBranch *b_nFsrPhoton; //! + TBranch *b_FsrPhoton_relIso03; //! + TBranch *b_FsrPhoton_phi; //! + TBranch *b_FsrPhoton_eta; //! + TBranch *b_FsrPhoton_muonIdx; //! + TBranch *b_FsrPhoton_dROverEt2; //! + TBranch *b_FsrPhoton_pt; //! + TBranch *b_PV_x; //! + TBranch *b_PV_y; //! + TBranch *b_PV_score; //! + TBranch *b_PV_chi2; //! + TBranch *b_PV_npvs; //! + TBranch *b_PV_z; //! + TBranch *b_PV_ndof; //! + TBranch *b_PV_npvsGood; //! + TBranch *b_nSV; //! + TBranch *b_SV_chi2; //! + TBranch *b_SV_ndof; //! + TBranch *b_SV_charge; //! + TBranch *b_SV_eta; //! + TBranch *b_SV_phi; //! + TBranch *b_SV_x; //! + TBranch *b_SV_mass; //! + TBranch *b_SV_dxy; //! + TBranch *b_SV_pt; //! + TBranch *b_SV_z; //! + TBranch *b_SV_dxySig; //! + TBranch *b_SV_dlen; //! + TBranch *b_SV_pAngle; //! + TBranch *b_SV_ntracks; //! + TBranch *b_SV_y; //! + TBranch *b_SV_dlenSig; //! + TBranch *b_GenMET_pt; //! + TBranch *b_GenMET_phi; //! + TBranch *b_gen_mll; //! + TBranch *b_gen_llchannel; //! + TBranch *b_gen_ptllmet; //! + TBranch *b_gen_mlvlv; //! + TBranch *b_gen_ptll; //! + TBranch *b_nOtherPV; //! + TBranch *b_OtherPV_z; //! + TBranch *b_topGenPt; //! + TBranch *b_mTOT_cut; //! + TBranch *b_dphilep1jj; //! + TBranch *b_btagWeight_DeepCSVB; //! + TBranch *b_WlepMt_whss; //! + TBranch *b_channel; //! + TBranch *b_detaj2l1; //! + TBranch *b_baseW; //! + TBranch *b_PSWeight; //! + TBranch *b_pTWW; //! + TBranch *b_genWeight; //! + TBranch *b_jetpt2_cut; //! + TBranch *b_dphijet1met; //! + TBranch *b_dphilep1jet2; //! + TBranch *b_L1Reco_step; //! + TBranch *b_dphijjmet_cut; //! + TBranch *b_SoftActivityJetNjets2; //! + TBranch *b_LHEScaleWeight; //! + TBranch *b_dphilljet; //! + TBranch *b_nLHEReweightingWeight; //! + TBranch *b_higgsGenEta; //! + TBranch *b_mtw2; //! + TBranch *b_SoftActivityJetHT5; //! + TBranch *b_detaj1l1; //! + TBranch *b_mtw1; //! + TBranch *b_PfMetDivSumMet; //! + TBranch *b_mlljj20_whss_no_jet2; //! + TBranch *b_dphilep2jet1; //! + TBranch *b_fixedGridRhoFastjetAll; //! + TBranch *b_dphijet1met_cut; //! + TBranch *b_LHEPdfWeight; //! + TBranch *b_SoftActivityJetHT10; //! + TBranch *b_run; //! + TBranch *b_dphilmet; //! + TBranch *b_Ceta_cut; //! + TBranch *b_SoftActivityJetNjets10; //! + TBranch *b_phi2; //! + TBranch *b_L1simulation_step; //! + TBranch *b_mcollWW; //! + TBranch *b_nLHEPdfWeight; //! + TBranch *b_run_period; //! + TBranch *b_mll; //! + TBranch *b_TriggerEmulator; //! + TBranch *b_WlepPt_whss; //! + TBranch *b_mjj; //! + TBranch *b_antitopGenEta; //! + TBranch *b_dphilljetjet_cut; //! + TBranch *b_dphilmet2; //! + TBranch *b_genVPt; //! + TBranch *b_projpfmet; //! + TBranch *b_mllTwoThree; //! + TBranch *b_HLTriggerFirstPath; //! + TBranch *b_njet; //! + TBranch *b_fixedGridRhoFastjetCentralChargedPileUp; //! + TBranch *b_event; //! + TBranch *b_L1PreFiringWeight_Muon_StatUp; //! + TBranch *b_HLTriggerFinalPath; //! + TBranch *b_higgsGenMass; //! + TBranch *b_dphilljet_cut; //! + TBranch *b_higgsGenPhi; //! + TBranch *b_eta2; //! + TBranch *b_dphijj; //! + TBranch *b_L1PreFiringWeight_Dn; //! + TBranch *b_projtkmet; //! + TBranch *b_WlepPt_whss_no_jet2; //! + TBranch *b_SoftActivityJetNjets5; //! + TBranch *b_ptjj; //! + TBranch *b_L1PreFiringWeight_Muon_Nom; //! + TBranch *b_dphill; //! + TBranch *b_dphilep1jet1; //! + TBranch *b_nPSWeight; //! + TBranch *b_fixedGridRhoFastjetCentralNeutral; //! + TBranch *b_SoftActivityJetHT2; //! + TBranch *b_mllWgSt; //! + TBranch *b_yll; //! + TBranch *b_fixedGridRhoFastjetCentral; //! + TBranch *b_L1PreFiringWeight_Nom; //! + TBranch *b_L1PreFiringWeight_Muon_SystUp; //! + TBranch *b_topGenMass; //! + TBranch *b_WlepPt_whss_jet2; //! + TBranch *b_mlljj20_whss_jet2; //! + TBranch *b_mTi; //! + TBranch *b_mllOneThree; //! + TBranch *b_mlljj20_whss; //! + TBranch *b_pt2; //! + TBranch *b_dphillmet; //! + TBranch *b_drll; //! + TBranch *b_phi1; //! + TBranch *b_dphijet2met_cut; //! + TBranch *b_eta1; //! + TBranch *b_mllThird; //! + TBranch *b_luminosityBlock; //! + TBranch *b_L1PreFiringWeight_Muon_SystDn; //! + TBranch *b_choiMass; //! + TBranch *b_drjj; //! + TBranch *b_fixedGridRhoFastjetCentralCalo; //! + TBranch *b_antitopGenPhi; //! + TBranch *b_genTtbarId; //! + TBranch *b_mR; //! + TBranch *b_m2ljj20; //! + TBranch *b_jetpt1_cut; //! + TBranch *b_dphil1tkmet; //! + TBranch *b_L1PreFiringWeight_ECAL_Nom; //! + TBranch *b_dphilep2jet2; //! + TBranch *b_ht; //! + TBranch *b_dphilep2jj; //! + TBranch *b_recoil; //! + TBranch *b_mth; //! + TBranch *b_topGenPhi; //! + TBranch *b_dphijjmet; //! + TBranch *b_detaj2l2; //! + TBranch *b_nLHEScaleWeight; //! + TBranch *b_ptll; //! + TBranch *b_OLV2_cut; //! + TBranch *b_dphilljetjet; //! + TBranch *b_dphiltkmet; //! + TBranch *b_drllOneThree; //! + TBranch *b_maxdphilepjj; //! + TBranch *b_L1PreFiringWeight_Muon_StatDn; //! + TBranch *b_drllWgSt; //! + TBranch *b_nisLoose; //! + TBranch *b_isLoose; //! + TBranch *b_btagWeight_CSVV2; //! + TBranch *b_CUT; //! + TBranch *b_pt1; //! + TBranch *b_detall; //! + TBranch *b_antitopGenMass; //! + TBranch *b_vht_pt; //! + TBranch *b_pTHjj; //! + TBranch *b_L1PreFiringWeight_Up; //! + TBranch *b_LHEReweightingWeight; //! + TBranch *b_m2ljj30; //! + TBranch *b_L1PreFiringWeight_ECAL_Up; //! + TBranch *b_higgsGenPt; //! + TBranch *b_ptTOT_cut; //! + TBranch *b_upara; //! + TBranch *b_dphilmet1; //! + TBranch *b_mlljj30_whss; //! + TBranch *b_antitopGenPt; //! + TBranch *b_detaj1l2; //! + TBranch *b_dphil2tkmet; //! + TBranch *b_SoftActivityJetHT; //! + TBranch *b_OLV1_cut; //! + TBranch *b_drllTwoThree; //! + TBranch *b_mcoll; //! + TBranch *b_topGenEta; //! + TBranch *b_uperp; //! + TBranch *b_L1PreFiringWeight_ECAL_Dn; //! + TBranch *b_mTe; //! + TBranch *b_dphijet2met; //! + TBranch *b_detajj; //! + TBranch *b_mindetajl; //! + + postproc(TTree *tree=0); + virtual ~postproc(); + virtual Int_t Cut(Long64_t entry); + virtual Int_t GetEntry(Long64_t entry); + virtual Long64_t LoadTree(Long64_t entry); + virtual void Init(TTree *tree); + virtual void Loop(); + virtual Bool_t Notify(); + virtual void Show(Long64_t entry = -1); +}; + +#endif + +#ifdef postproc_cxx +postproc::postproc(TTree *tree) : fChain(0) +{ +// if parameter tree is not specified (or zero), connect the file +// used to generate this class and read the Tree. + if (tree == 0) { + TFile *f = (TFile*)gROOT->GetListOfFiles()->FindObject("root://eoshome-a.cern.ch//eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/nanoLatino_ZHgg__part0.root"); + if (!f || !f->IsOpen()) { + f = new TFile("root://eoshome-a.cern.ch//eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/nanoLatino_ZHgg__part0.root"); + } + f->GetObject("Events",tree); + + } + Init(tree); +} + +postproc::~postproc() +{ + if (!fChain) return; + delete fChain->GetCurrentFile(); +} + +Int_t postproc::GetEntry(Long64_t entry) +{ +// Read contents of entry. + if (!fChain) return 0; + return fChain->GetEntry(entry); +} +Long64_t postproc::LoadTree(Long64_t entry) +{ +// Set the environment to read one entry + if (!fChain) return -5; + Long64_t centry = fChain->LoadTree(entry); + if (centry < 0) return centry; + if (fChain->GetTreeNumber() != fCurrent) { + fCurrent = fChain->GetTreeNumber(); + Notify(); + } + return centry; +} + +void postproc::Init(TTree *tree) +{ + // The Init() function is called when the selector needs to initialize + // a new tree or chain. Typically here the branch addresses and branch + // pointers of the tree will be set. + // It is normally not necessary to make changes to the generated + // code, but the routine can be extended by the user if needed. + // Init() will be called many times when running on PROOF + // (once per file to be processed). + + // Set branch addresses and branch pointers + if (!tree) return; + fChain = tree; + fCurrent = -1; + fChain->SetMakeClass(1); + + fChain->SetBranchAddress("nCleanJet", &nCleanJet, &b_nCleanJet); + fChain->SetBranchAddress("CleanJet_eta", CleanJet_eta, &b_CleanJet_eta); + fChain->SetBranchAddress("CleanJet_jetIdx", CleanJet_jetIdx, &b_CleanJet_jetIdx); + fChain->SetBranchAddress("CleanJet_mass", CleanJet_mass, &b_CleanJet_mass); + fChain->SetBranchAddress("CleanJet_phi", CleanJet_phi, &b_CleanJet_phi); + fChain->SetBranchAddress("CleanJet_pt", CleanJet_pt, &b_CleanJet_pt); + fChain->SetBranchAddress("MET_MetUnclustEnUpDeltaY", &MET_MetUnclustEnUpDeltaY, &b_MET_MetUnclustEnUpDeltaY); + fChain->SetBranchAddress("MET_pt", &MET_pt, &b_MET_pt); + fChain->SetBranchAddress("MET_MetUnclustEnUpDeltaX", &MET_MetUnclustEnUpDeltaX, &b_MET_MetUnclustEnUpDeltaX); + fChain->SetBranchAddress("MET_phi", &MET_phi, &b_MET_phi); + fChain->SetBranchAddress("MET_covXY", &MET_covXY, &b_MET_covXY); + fChain->SetBranchAddress("MET_sumEt", &MET_sumEt, &b_MET_sumEt); + fChain->SetBranchAddress("MET_covYY", &MET_covYY, &b_MET_covYY); + fChain->SetBranchAddress("MET_sumPtUnclustered", &MET_sumPtUnclustered, &b_MET_sumPtUnclustered); + fChain->SetBranchAddress("MET_fiducialGenPt", &MET_fiducialGenPt, &b_MET_fiducialGenPt); + fChain->SetBranchAddress("MET_significance", &MET_significance, &b_MET_significance); + fChain->SetBranchAddress("MET_covXX", &MET_covXX, &b_MET_covXX); + fChain->SetBranchAddress("MET_fiducialGenPhi", &MET_fiducialGenPhi, &b_MET_fiducialGenPhi); + fChain->SetBranchAddress("nJet", &nJet, &b_nJet); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesEC2", Jet_btagSF_deepjet_shape_down_jesEC2, &b_Jet_btagSF_deepjet_shape_down_jesEC2); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_lf", Jet_btagSF_deepjet_shape_down_lf, &b_Jet_btagSF_deepjet_shape_down_lf); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesBBEC1_2018", Jet_btagSF_deepjet_shape_down_jesBBEC1_2018, &b_Jet_btagSF_deepjet_shape_down_jesBBEC1_2018); + fChain->SetBranchAddress("Jet_hfsigmaEtaEta", Jet_hfsigmaEtaEta, &b_Jet_hfsigmaEtaEta); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_hf", Jet_btagSF_deepjet_shape_down_hf, &b_Jet_btagSF_deepjet_shape_down_hf); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_hfstats2", Jet_btagSF_deepjet_shape_up_hfstats2, &b_Jet_btagSF_deepjet_shape_up_hfstats2); + fChain->SetBranchAddress("Jet_phi", Jet_phi, &b_Jet_phi); + fChain->SetBranchAddress("Jet_partonFlavour", Jet_partonFlavour, &b_Jet_partonFlavour); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_hf", Jet_btagSF_deepjet_shape_up_hf, &b_Jet_btagSF_deepjet_shape_up_hf); + fChain->SetBranchAddress("Jet_electronIdx1", Jet_electronIdx1, &b_Jet_electronIdx1); + fChain->SetBranchAddress("Jet_nConstituents", Jet_nConstituents, &b_Jet_nConstituents); + fChain->SetBranchAddress("Jet_btagDeepB", Jet_btagDeepB, &b_Jet_btagDeepB); + fChain->SetBranchAddress("Jet_btagDeepFlavCvL", Jet_btagDeepFlavCvL, &b_Jet_btagDeepFlavCvL); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesRelativeSample_2018", Jet_btagSF_deepjet_shape_up_jesRelativeSample_2018, &b_Jet_btagSF_deepjet_shape_up_jesRelativeSample_2018); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesEC2", Jet_btagSF_deepjet_shape_up_jesEC2, &b_Jet_btagSF_deepjet_shape_up_jesEC2); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_cferr2", Jet_btagSF_deepjet_shape_down_cferr2, &b_Jet_btagSF_deepjet_shape_down_cferr2); + fChain->SetBranchAddress("Jet_nMuons", Jet_nMuons, &b_Jet_nMuons); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesBBEC1_2018", Jet_btagSF_deepjet_shape_up_jesBBEC1_2018, &b_Jet_btagSF_deepjet_shape_up_jesBBEC1_2018); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesAbsolute_2018", Jet_btagSF_deepjet_shape_down_jesAbsolute_2018, &b_Jet_btagSF_deepjet_shape_down_jesAbsolute_2018); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_lfstats1", Jet_btagSF_deepjet_shape_up_lfstats1, &b_Jet_btagSF_deepjet_shape_up_lfstats1); + fChain->SetBranchAddress("Jet_bRegRes", Jet_bRegRes, &b_Jet_bRegRes); + fChain->SetBranchAddress("Jet_bRegCorr", Jet_bRegCorr, &b_Jet_bRegCorr); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_hfstats2", Jet_btagSF_deepjet_shape_down_hfstats2, &b_Jet_btagSF_deepjet_shape_down_hfstats2); + fChain->SetBranchAddress("Jet_muonIdx1", Jet_muonIdx1, &b_Jet_muonIdx1); + fChain->SetBranchAddress("Jet_nElectrons", Jet_nElectrons, &b_Jet_nElectrons); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesFlavorQCD", Jet_btagSF_deepjet_shape_down_jesFlavorQCD, &b_Jet_btagSF_deepjet_shape_down_jesFlavorQCD); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesHF_2018", Jet_btagSF_deepjet_shape_up_jesHF_2018, &b_Jet_btagSF_deepjet_shape_up_jesHF_2018); + fChain->SetBranchAddress("Jet_cRegRes", Jet_cRegRes, &b_Jet_cRegRes); + fChain->SetBranchAddress("Jet_hfcentralEtaStripSize", Jet_hfcentralEtaStripSize, &b_Jet_hfcentralEtaStripSize); + fChain->SetBranchAddress("Jet_chFPV0EF", Jet_chFPV0EF, &b_Jet_chFPV0EF); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jes", Jet_btagSF_deepjet_shape_up_jes, &b_Jet_btagSF_deepjet_shape_up_jes); + fChain->SetBranchAddress("Jet_area", Jet_area, &b_Jet_area); + fChain->SetBranchAddress("Jet_muonIdx2", Jet_muonIdx2, &b_Jet_muonIdx2); + fChain->SetBranchAddress("Jet_electronIdx2", Jet_electronIdx2, &b_Jet_electronIdx2); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape", Jet_btagSF_deepjet_shape, &b_Jet_btagSF_deepjet_shape); + fChain->SetBranchAddress("Jet_neEmEF", Jet_neEmEF, &b_Jet_neEmEF); + fChain->SetBranchAddress("Jet_btagDeepFlavCvB", Jet_btagDeepFlavCvB, &b_Jet_btagDeepFlavCvB); + fChain->SetBranchAddress("Jet_eta", Jet_eta, &b_Jet_eta); + fChain->SetBranchAddress("Jet_btagDeepCvB", Jet_btagDeepCvB, &b_Jet_btagDeepCvB); + fChain->SetBranchAddress("Jet_btagDeepFlavQG", Jet_btagDeepFlavQG, &b_Jet_btagDeepFlavQG); + fChain->SetBranchAddress("Jet_neHEF", Jet_neHEF, &b_Jet_neHEF); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_lfstats2", Jet_btagSF_deepjet_shape_up_lfstats2, &b_Jet_btagSF_deepjet_shape_up_lfstats2); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesHF_2018", Jet_btagSF_deepjet_shape_down_jesHF_2018, &b_Jet_btagSF_deepjet_shape_down_jesHF_2018); + fChain->SetBranchAddress("Jet_btagDeepCvL", Jet_btagDeepCvL, &b_Jet_btagDeepCvL); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_hfstats1", Jet_btagSF_deepjet_shape_up_hfstats1, &b_Jet_btagSF_deepjet_shape_up_hfstats1); + fChain->SetBranchAddress("Jet_puIdDisc", Jet_puIdDisc, &b_Jet_puIdDisc); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesRelativeBal", Jet_btagSF_deepjet_shape_up_jesRelativeBal, &b_Jet_btagSF_deepjet_shape_up_jesRelativeBal); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_hfstats1", Jet_btagSF_deepjet_shape_down_hfstats1, &b_Jet_btagSF_deepjet_shape_down_hfstats1); + fChain->SetBranchAddress("Jet_puId", Jet_puId, &b_Jet_puId); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesFlavorQCD", Jet_btagSF_deepjet_shape_up_jesFlavorQCD, &b_Jet_btagSF_deepjet_shape_up_jesFlavorQCD); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesBBEC1", Jet_btagSF_deepjet_shape_up_jesBBEC1, &b_Jet_btagSF_deepjet_shape_up_jesBBEC1); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesAbsolute_2018", Jet_btagSF_deepjet_shape_up_jesAbsolute_2018, &b_Jet_btagSF_deepjet_shape_up_jesAbsolute_2018); + fChain->SetBranchAddress("Jet_cRegCorr", Jet_cRegCorr, &b_Jet_cRegCorr); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jes", Jet_btagSF_deepjet_shape_down_jes, &b_Jet_btagSF_deepjet_shape_down_jes); + fChain->SetBranchAddress("Jet_genJetIdx", Jet_genJetIdx, &b_Jet_genJetIdx); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesHF", Jet_btagSF_deepjet_shape_down_jesHF, &b_Jet_btagSF_deepjet_shape_down_jesHF); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_lfstats2", Jet_btagSF_deepjet_shape_down_lfstats2, &b_Jet_btagSF_deepjet_shape_down_lfstats2); + fChain->SetBranchAddress("Jet_qgl", Jet_qgl, &b_Jet_qgl); + fChain->SetBranchAddress("Jet_cleanmask", Jet_cleanmask, &b_Jet_cleanmask); + fChain->SetBranchAddress("Jet_chEmEF", Jet_chEmEF, &b_Jet_chEmEF); + fChain->SetBranchAddress("Jet_btagDeepFlavB", Jet_btagDeepFlavB, &b_Jet_btagDeepFlavB); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesEC2_2018", Jet_btagSF_deepjet_shape_up_jesEC2_2018, &b_Jet_btagSF_deepjet_shape_up_jesEC2_2018); + fChain->SetBranchAddress("Jet_hfadjacentEtaStripsSize", Jet_hfadjacentEtaStripsSize, &b_Jet_hfadjacentEtaStripsSize); + fChain->SetBranchAddress("Jet_rawFactor", Jet_rawFactor, &b_Jet_rawFactor); + fChain->SetBranchAddress("Jet_hadronFlavour", Jet_hadronFlavour, &b_Jet_hadronFlavour); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_lf", Jet_btagSF_deepjet_shape_up_lf, &b_Jet_btagSF_deepjet_shape_up_lf); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesRelativeSample_2018", Jet_btagSF_deepjet_shape_down_jesRelativeSample_2018, &b_Jet_btagSF_deepjet_shape_down_jesRelativeSample_2018); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_cferr2", Jet_btagSF_deepjet_shape_up_cferr2, &b_Jet_btagSF_deepjet_shape_up_cferr2); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesAbsolute", Jet_btagSF_deepjet_shape_down_jesAbsolute, &b_Jet_btagSF_deepjet_shape_down_jesAbsolute); + fChain->SetBranchAddress("Jet_chHEF", Jet_chHEF, &b_Jet_chHEF); + fChain->SetBranchAddress("Jet_pt", Jet_pt, &b_Jet_pt); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesRelativeBal", Jet_btagSF_deepjet_shape_down_jesRelativeBal, &b_Jet_btagSF_deepjet_shape_down_jesRelativeBal); + fChain->SetBranchAddress("Jet_muEF", Jet_muEF, &b_Jet_muEF); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesAbsolute", Jet_btagSF_deepjet_shape_up_jesAbsolute, &b_Jet_btagSF_deepjet_shape_up_jesAbsolute); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesEC2_2018", Jet_btagSF_deepjet_shape_down_jesEC2_2018, &b_Jet_btagSF_deepjet_shape_down_jesEC2_2018); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_cferr1", Jet_btagSF_deepjet_shape_down_cferr1, &b_Jet_btagSF_deepjet_shape_down_cferr1); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_jesBBEC1", Jet_btagSF_deepjet_shape_down_jesBBEC1, &b_Jet_btagSF_deepjet_shape_down_jesBBEC1); + fChain->SetBranchAddress("Jet_btagCSVV2", Jet_btagCSVV2, &b_Jet_btagCSVV2); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_cferr1", Jet_btagSF_deepjet_shape_up_cferr1, &b_Jet_btagSF_deepjet_shape_up_cferr1); + fChain->SetBranchAddress("Jet_mass", Jet_mass, &b_Jet_mass); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_down_lfstats1", Jet_btagSF_deepjet_shape_down_lfstats1, &b_Jet_btagSF_deepjet_shape_down_lfstats1); + fChain->SetBranchAddress("Jet_btagSF_deepjet_shape_up_jesHF", Jet_btagSF_deepjet_shape_up_jesHF, &b_Jet_btagSF_deepjet_shape_up_jesHF); + fChain->SetBranchAddress("Jet_jetId", Jet_jetId, &b_Jet_jetId); + fChain->SetBranchAddress("Jet_hfsigmaPhiPhi", Jet_hfsigmaPhiPhi, &b_Jet_hfsigmaPhiPhi); + fChain->SetBranchAddress("PuppiMET_sumEt", &PuppiMET_sumEt, &b_PuppiMET_sumEt); + fChain->SetBranchAddress("PuppiMET_phiJERDown", &PuppiMET_phiJERDown, &b_PuppiMET_phiJERDown); + fChain->SetBranchAddress("PuppiMET_ptJESDown", &PuppiMET_ptJESDown, &b_PuppiMET_ptJESDown); + fChain->SetBranchAddress("PuppiMET_phiJESUp", &PuppiMET_phiJESUp, &b_PuppiMET_phiJESUp); + fChain->SetBranchAddress("PuppiMET_ptJESUp", &PuppiMET_ptJESUp, &b_PuppiMET_ptJESUp); + fChain->SetBranchAddress("PuppiMET_ptUnclusteredDown", &PuppiMET_ptUnclusteredDown, &b_PuppiMET_ptUnclusteredDown); + fChain->SetBranchAddress("PuppiMET_pt", &PuppiMET_pt, &b_PuppiMET_pt); + fChain->SetBranchAddress("PuppiMET_ptJERDown", &PuppiMET_ptJERDown, &b_PuppiMET_ptJERDown); + fChain->SetBranchAddress("PuppiMET_phiUnclusteredUp", &PuppiMET_phiUnclusteredUp, &b_PuppiMET_phiUnclusteredUp); + fChain->SetBranchAddress("PuppiMET_phiUnclusteredDown", &PuppiMET_phiUnclusteredDown, &b_PuppiMET_phiUnclusteredDown); + fChain->SetBranchAddress("PuppiMET_ptJERUp", &PuppiMET_ptJERUp, &b_PuppiMET_ptJERUp); + fChain->SetBranchAddress("PuppiMET_phiJERUp", &PuppiMET_phiJERUp, &b_PuppiMET_phiJERUp); + fChain->SetBranchAddress("PuppiMET_phiJESDown", &PuppiMET_phiJESDown, &b_PuppiMET_phiJESDown); + fChain->SetBranchAddress("PuppiMET_ptUnclusteredUp", &PuppiMET_ptUnclusteredUp, &b_PuppiMET_ptUnclusteredUp); + fChain->SetBranchAddress("PuppiMET_phi", &PuppiMET_phi, &b_PuppiMET_phi); + fChain->SetBranchAddress("nLepton_isTightElectron", &nLepton_isTightElectron, &b_nLepton_isTightElectron); + fChain->SetBranchAddress("Lepton_isTightElectron_mvaFall17V2Iso_WP90", Lepton_isTightElectron_mvaFall17V2Iso_WP90, &b_Lepton_isTightElectron_mvaFall17V2Iso_WP90); + fChain->SetBranchAddress("nLepton_isTightMuon", &nLepton_isTightMuon, &b_nLepton_isTightMuon); + fChain->SetBranchAddress("Lepton_isTightMuon_cut_Tight_HWWW", Lepton_isTightMuon_cut_Tight_HWWW, &b_Lepton_isTightMuon_cut_Tight_HWWW); + fChain->SetBranchAddress("nLepton", &nLepton, &b_nLepton); + fChain->SetBranchAddress("Lepton_promptgenmatched", Lepton_promptgenmatched, &b_Lepton_promptgenmatched); + fChain->SetBranchAddress("Lepton_genmatched", Lepton_genmatched, &b_Lepton_genmatched); + fChain->SetBranchAddress("Lepton_muonIdx", Lepton_muonIdx, &b_Lepton_muonIdx); + fChain->SetBranchAddress("Lepton_phi", Lepton_phi, &b_Lepton_phi); + fChain->SetBranchAddress("Lepton_eta", Lepton_eta, &b_Lepton_eta); + fChain->SetBranchAddress("Lepton_electronIdx", Lepton_electronIdx, &b_Lepton_electronIdx); + fChain->SetBranchAddress("Lepton_pt", Lepton_pt, &b_Lepton_pt); + fChain->SetBranchAddress("Lepton_pdgId", Lepton_pdgId, &b_Lepton_pdgId); + fChain->SetBranchAddress("nMuon", &nMuon, &b_nMuon); + fChain->SetBranchAddress("Muon_multiIsoId", Muon_multiIsoId, &b_Muon_multiIsoId); + fChain->SetBranchAddress("Muon_nStations", Muon_nStations, &b_Muon_nStations); + fChain->SetBranchAddress("Muon_fsrPhotonIdx", Muon_fsrPhotonIdx, &b_Muon_fsrPhotonIdx); + fChain->SetBranchAddress("Muon_tightCharge", Muon_tightCharge, &b_Muon_tightCharge); + fChain->SetBranchAddress("Muon_pfRelIso03_chg", Muon_pfRelIso03_chg, &b_Muon_pfRelIso03_chg); + fChain->SetBranchAddress("Muon_jetRelIso", Muon_jetRelIso, &b_Muon_jetRelIso); + fChain->SetBranchAddress("Muon_dzErr", Muon_dzErr, &b_Muon_dzErr); + fChain->SetBranchAddress("Muon_mediumPromptId", Muon_mediumPromptId, &b_Muon_mediumPromptId); + fChain->SetBranchAddress("Muon_tightId", Muon_tightId, &b_Muon_tightId); + fChain->SetBranchAddress("Muon_mvaId", Muon_mvaId, &b_Muon_mvaId); + fChain->SetBranchAddress("Muon_puppiIsoId", Muon_puppiIsoId, &b_Muon_puppiIsoId); + fChain->SetBranchAddress("Muon_miniPFRelIso_all", Muon_miniPFRelIso_all, &b_Muon_miniPFRelIso_all); + fChain->SetBranchAddress("Muon_mass", Muon_mass, &b_Muon_mass); + fChain->SetBranchAddress("Muon_pfRelIso04_all", Muon_pfRelIso04_all, &b_Muon_pfRelIso04_all); + fChain->SetBranchAddress("Muon_mvaTTH", Muon_mvaTTH, &b_Muon_mvaTTH); + fChain->SetBranchAddress("Muon_ip3d", Muon_ip3d, &b_Muon_ip3d); + fChain->SetBranchAddress("Muon_sip3d", Muon_sip3d, &b_Muon_sip3d); + fChain->SetBranchAddress("Muon_jetNDauCharged", Muon_jetNDauCharged, &b_Muon_jetNDauCharged); + fChain->SetBranchAddress("Muon_ptErr", Muon_ptErr, &b_Muon_ptErr); + fChain->SetBranchAddress("Muon_cleanmask", Muon_cleanmask, &b_Muon_cleanmask); + fChain->SetBranchAddress("Muon_dxybs", Muon_dxybs, &b_Muon_dxybs); + fChain->SetBranchAddress("Muon_isStandalone", Muon_isStandalone, &b_Muon_isStandalone); + fChain->SetBranchAddress("Muon_softId", Muon_softId, &b_Muon_softId); + fChain->SetBranchAddress("Muon_inTimeMuon", Muon_inTimeMuon, &b_Muon_inTimeMuon); + fChain->SetBranchAddress("Muon_softMvaId", Muon_softMvaId, &b_Muon_softMvaId); + fChain->SetBranchAddress("Muon_dxyErr", Muon_dxyErr, &b_Muon_dxyErr); + fChain->SetBranchAddress("Muon_miniIsoId", Muon_miniIsoId, &b_Muon_miniIsoId); + fChain->SetBranchAddress("Muon_tkIsoId", Muon_tkIsoId, &b_Muon_tkIsoId); + fChain->SetBranchAddress("Muon_isPFcand", Muon_isPFcand, &b_Muon_isPFcand); + fChain->SetBranchAddress("Muon_mvaLowPt", Muon_mvaLowPt, &b_Muon_mvaLowPt); + fChain->SetBranchAddress("Muon_genPartIdx", Muon_genPartIdx, &b_Muon_genPartIdx); + fChain->SetBranchAddress("Muon_tunepRelPt", Muon_tunepRelPt, &b_Muon_tunepRelPt); + fChain->SetBranchAddress("Muon_dxy", Muon_dxy, &b_Muon_dxy); + fChain->SetBranchAddress("Muon_isTracker", Muon_isTracker, &b_Muon_isTracker); + fChain->SetBranchAddress("Muon_mediumId", Muon_mediumId, &b_Muon_mediumId); + fChain->SetBranchAddress("Muon_jetIdx", Muon_jetIdx, &b_Muon_jetIdx); + fChain->SetBranchAddress("Muon_highPtId", Muon_highPtId, &b_Muon_highPtId); + fChain->SetBranchAddress("Muon_pdgId", Muon_pdgId, &b_Muon_pdgId); + fChain->SetBranchAddress("Muon_genPartFlav", Muon_genPartFlav, &b_Muon_genPartFlav); + fChain->SetBranchAddress("Muon_pt", Muon_pt, &b_Muon_pt); + fChain->SetBranchAddress("Muon_highPurity", Muon_highPurity, &b_Muon_highPurity); + fChain->SetBranchAddress("Muon_isGlobal", Muon_isGlobal, &b_Muon_isGlobal); + fChain->SetBranchAddress("Muon_pfRelIso03_all", Muon_pfRelIso03_all, &b_Muon_pfRelIso03_all); + fChain->SetBranchAddress("Muon_jetPtRelv2", Muon_jetPtRelv2, &b_Muon_jetPtRelv2); + fChain->SetBranchAddress("Muon_softMva", Muon_softMva, &b_Muon_softMva); + fChain->SetBranchAddress("Muon_eta", Muon_eta, &b_Muon_eta); + fChain->SetBranchAddress("Muon_triggerIdLoose", Muon_triggerIdLoose, &b_Muon_triggerIdLoose); + fChain->SetBranchAddress("Muon_segmentComp", Muon_segmentComp, &b_Muon_segmentComp); + fChain->SetBranchAddress("Muon_miniPFRelIso_chg", Muon_miniPFRelIso_chg, &b_Muon_miniPFRelIso_chg); + fChain->SetBranchAddress("Muon_mvaLowPtId", Muon_mvaLowPtId, &b_Muon_mvaLowPtId); + fChain->SetBranchAddress("Muon_charge", Muon_charge, &b_Muon_charge); + fChain->SetBranchAddress("Muon_looseId", Muon_looseId, &b_Muon_looseId); + fChain->SetBranchAddress("Muon_tkRelIso", Muon_tkRelIso, &b_Muon_tkRelIso); + fChain->SetBranchAddress("Muon_dz", Muon_dz, &b_Muon_dz); + fChain->SetBranchAddress("Muon_nTrackerLayers", Muon_nTrackerLayers, &b_Muon_nTrackerLayers); + fChain->SetBranchAddress("Muon_pfIsoId", Muon_pfIsoId, &b_Muon_pfIsoId); + fChain->SetBranchAddress("Muon_phi", Muon_phi, &b_Muon_phi); + fChain->SetBranchAddress("nElectron", &nElectron, &b_nElectron); + fChain->SetBranchAddress("Electron_sip3d", Electron_sip3d, &b_Electron_sip3d); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso", Electron_mvaFall17V2noIso, &b_Electron_mvaFall17V2noIso); + fChain->SetBranchAddress("Electron_dr03TkSumPt", Electron_dr03TkSumPt, &b_Electron_dr03TkSumPt); + fChain->SetBranchAddress("Electron_mass", Electron_mass, &b_Electron_mass); + fChain->SetBranchAddress("Electron_convVeto", Electron_convVeto, &b_Electron_convVeto); + fChain->SetBranchAddress("Electron_tightCharge", Electron_tightCharge, &b_Electron_tightCharge); + fChain->SetBranchAddress("Electron_dzErr", Electron_dzErr, &b_Electron_dzErr); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso", Electron_mvaFall17V2Iso, &b_Electron_mvaFall17V2Iso); + fChain->SetBranchAddress("Electron_dr03HcalDepth1TowerSumEt", Electron_dr03HcalDepth1TowerSumEt, &b_Electron_dr03HcalDepth1TowerSumEt); + fChain->SetBranchAddress("Electron_dEscaleDown", Electron_dEscaleDown, &b_Electron_dEscaleDown); + fChain->SetBranchAddress("Electron_mvaTTH", Electron_mvaTTH, &b_Electron_mvaTTH); + fChain->SetBranchAddress("Electron_photonIdx", Electron_photonIdx, &b_Electron_photonIdx); + fChain->SetBranchAddress("Electron_eCorr", Electron_eCorr, &b_Electron_eCorr); + fChain->SetBranchAddress("Electron_jetPtRelv2", Electron_jetPtRelv2, &b_Electron_jetPtRelv2); + fChain->SetBranchAddress("Electron_genPartIdx", Electron_genPartIdx, &b_Electron_genPartIdx); + fChain->SetBranchAddress("Electron_scEtOverPt", Electron_scEtOverPt, &b_Electron_scEtOverPt); + fChain->SetBranchAddress("Electron_seedGain", Electron_seedGain, &b_Electron_seedGain); + fChain->SetBranchAddress("Electron_sieie", Electron_sieie, &b_Electron_sieie); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso_WP90", Electron_mvaFall17V2noIso_WP90, &b_Electron_mvaFall17V2noIso_WP90); + fChain->SetBranchAddress("Electron_phi", Electron_phi, &b_Electron_phi); + fChain->SetBranchAddress("Electron_jetRelIso", Electron_jetRelIso, &b_Electron_jetRelIso); + fChain->SetBranchAddress("Electron_charge", Electron_charge, &b_Electron_charge); + fChain->SetBranchAddress("Electron_pdgId", Electron_pdgId, &b_Electron_pdgId); + fChain->SetBranchAddress("Electron_vidNestedWPBitmap", Electron_vidNestedWPBitmap, &b_Electron_vidNestedWPBitmap); + fChain->SetBranchAddress("Electron_dEsigmaUp", Electron_dEsigmaUp, &b_Electron_dEsigmaUp); + fChain->SetBranchAddress("Electron_jetIdx", Electron_jetIdx, &b_Electron_jetIdx); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso_WP80", Electron_mvaFall17V2noIso_WP80, &b_Electron_mvaFall17V2noIso_WP80); + fChain->SetBranchAddress("Electron_dz", Electron_dz, &b_Electron_dz); + fChain->SetBranchAddress("Electron_pt", Electron_pt, &b_Electron_pt); + fChain->SetBranchAddress("Electron_pfRelIso03_chg", Electron_pfRelIso03_chg, &b_Electron_pfRelIso03_chg); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso_WP80", Electron_mvaFall17V2Iso_WP80, &b_Electron_mvaFall17V2Iso_WP80); + fChain->SetBranchAddress("Electron_miniPFRelIso_chg", Electron_miniPFRelIso_chg, &b_Electron_miniPFRelIso_chg); + fChain->SetBranchAddress("Electron_isPFcand", Electron_isPFcand, &b_Electron_isPFcand); + fChain->SetBranchAddress("Electron_jetNDauCharged", Electron_jetNDauCharged, &b_Electron_jetNDauCharged); + fChain->SetBranchAddress("Electron_dxyErr", Electron_dxyErr, &b_Electron_dxyErr); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso_WPL", Electron_mvaFall17V2Iso_WPL, &b_Electron_mvaFall17V2Iso_WPL); + fChain->SetBranchAddress("Electron_eta", Electron_eta, &b_Electron_eta); + fChain->SetBranchAddress("Electron_hoe", Electron_hoe, &b_Electron_hoe); + fChain->SetBranchAddress("Electron_cleanmask", Electron_cleanmask, &b_Electron_cleanmask); + fChain->SetBranchAddress("Electron_dr03TkSumPtHEEP", Electron_dr03TkSumPtHEEP, &b_Electron_dr03TkSumPtHEEP); + fChain->SetBranchAddress("Electron_eInvMinusPInv", Electron_eInvMinusPInv, &b_Electron_eInvMinusPInv); + fChain->SetBranchAddress("Electron_cutBased", Electron_cutBased, &b_Electron_cutBased); + fChain->SetBranchAddress("Electron_dxy", Electron_dxy, &b_Electron_dxy); + fChain->SetBranchAddress("Electron_genPartFlav", Electron_genPartFlav, &b_Electron_genPartFlav); + fChain->SetBranchAddress("Electron_dr03EcalRecHitSumEt", Electron_dr03EcalRecHitSumEt, &b_Electron_dr03EcalRecHitSumEt); + fChain->SetBranchAddress("Electron_cutBased_HEEP", Electron_cutBased_HEEP, &b_Electron_cutBased_HEEP); + fChain->SetBranchAddress("Electron_miniPFRelIso_all", Electron_miniPFRelIso_all, &b_Electron_miniPFRelIso_all); + fChain->SetBranchAddress("Electron_pfRelIso03_all", Electron_pfRelIso03_all, &b_Electron_pfRelIso03_all); + fChain->SetBranchAddress("Electron_vidNestedWPBitmapHEEP", Electron_vidNestedWPBitmapHEEP, &b_Electron_vidNestedWPBitmapHEEP); + fChain->SetBranchAddress("Electron_ip3d", Electron_ip3d, &b_Electron_ip3d); + fChain->SetBranchAddress("Electron_r9", Electron_r9, &b_Electron_r9); + fChain->SetBranchAddress("Electron_dEscaleUp", Electron_dEscaleUp, &b_Electron_dEscaleUp); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso_WPL", Electron_mvaFall17V2noIso_WPL, &b_Electron_mvaFall17V2noIso_WPL); + fChain->SetBranchAddress("Electron_deltaEtaSC", Electron_deltaEtaSC, &b_Electron_deltaEtaSC); + fChain->SetBranchAddress("Electron_energyErr", Electron_energyErr, &b_Electron_energyErr); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso_WP90", Electron_mvaFall17V2Iso_WP90, &b_Electron_mvaFall17V2Iso_WP90); + fChain->SetBranchAddress("Electron_lostHits", Electron_lostHits, &b_Electron_lostHits); + fChain->SetBranchAddress("Electron_dEsigmaDown", Electron_dEsigmaDown, &b_Electron_dEsigmaDown); + fChain->SetBranchAddress("nPhoton", &nPhoton, &b_nPhoton); + fChain->SetBranchAddress("Photon_isScEtaEE", Photon_isScEtaEE, &b_Photon_isScEtaEE); + fChain->SetBranchAddress("Photon_mvaID_WP80", Photon_mvaID_WP80, &b_Photon_mvaID_WP80); + fChain->SetBranchAddress("Photon_eCorr", Photon_eCorr, &b_Photon_eCorr); + fChain->SetBranchAddress("Photon_dEsigmaUp", Photon_dEsigmaUp, &b_Photon_dEsigmaUp); + fChain->SetBranchAddress("Photon_phi", Photon_phi, &b_Photon_phi); + fChain->SetBranchAddress("Photon_genPartIdx", Photon_genPartIdx, &b_Photon_genPartIdx); + fChain->SetBranchAddress("Photon_dEsigmaDown", Photon_dEsigmaDown, &b_Photon_dEsigmaDown); + fChain->SetBranchAddress("Photon_cutBased_Fall17V1Bitmap", Photon_cutBased_Fall17V1Bitmap, &b_Photon_cutBased_Fall17V1Bitmap); + fChain->SetBranchAddress("Photon_electronVeto", Photon_electronVeto, &b_Photon_electronVeto); + fChain->SetBranchAddress("Photon_hoe", Photon_hoe, &b_Photon_hoe); + fChain->SetBranchAddress("Photon_isScEtaEB", Photon_isScEtaEB, &b_Photon_isScEtaEB); + fChain->SetBranchAddress("Photon_mvaID", Photon_mvaID, &b_Photon_mvaID); + fChain->SetBranchAddress("Photon_vidNestedWPBitmap", Photon_vidNestedWPBitmap, &b_Photon_vidNestedWPBitmap); + fChain->SetBranchAddress("Photon_sieie", Photon_sieie, &b_Photon_sieie); + fChain->SetBranchAddress("Photon_r9", Photon_r9, &b_Photon_r9); + fChain->SetBranchAddress("Photon_mass", Photon_mass, &b_Photon_mass); + fChain->SetBranchAddress("Photon_pt", Photon_pt, &b_Photon_pt); + fChain->SetBranchAddress("Photon_cleanmask", Photon_cleanmask, &b_Photon_cleanmask); + fChain->SetBranchAddress("Photon_dEscaleDown", Photon_dEscaleDown, &b_Photon_dEscaleDown); + fChain->SetBranchAddress("Photon_genPartFlav", Photon_genPartFlav, &b_Photon_genPartFlav); + fChain->SetBranchAddress("Photon_pixelSeed", Photon_pixelSeed, &b_Photon_pixelSeed); + fChain->SetBranchAddress("Photon_mvaID_WP90", Photon_mvaID_WP90, &b_Photon_mvaID_WP90); + fChain->SetBranchAddress("Photon_dEscaleUp", Photon_dEscaleUp, &b_Photon_dEscaleUp); + fChain->SetBranchAddress("Photon_charge", Photon_charge, &b_Photon_charge); + fChain->SetBranchAddress("Photon_pdgId", Photon_pdgId, &b_Photon_pdgId); + fChain->SetBranchAddress("Photon_cutBased", Photon_cutBased, &b_Photon_cutBased); + fChain->SetBranchAddress("Photon_pfRelIso03_chg", Photon_pfRelIso03_chg, &b_Photon_pfRelIso03_chg); + fChain->SetBranchAddress("Photon_mvaID_Fall17V1p1", Photon_mvaID_Fall17V1p1, &b_Photon_mvaID_Fall17V1p1); + fChain->SetBranchAddress("Photon_seedGain", Photon_seedGain, &b_Photon_seedGain); + fChain->SetBranchAddress("Photon_electronIdx", Photon_electronIdx, &b_Photon_electronIdx); + fChain->SetBranchAddress("Photon_jetIdx", Photon_jetIdx, &b_Photon_jetIdx); + fChain->SetBranchAddress("Photon_eta", Photon_eta, &b_Photon_eta); + fChain->SetBranchAddress("Photon_pfRelIso03_all", Photon_pfRelIso03_all, &b_Photon_pfRelIso03_all); + fChain->SetBranchAddress("Photon_energyErr", Photon_energyErr, &b_Photon_energyErr); + fChain->SetBranchAddress("Gen_ZGstar_ele2_phi", &Gen_ZGstar_ele2_phi, &b_Gen_ZGstar_ele2_phi); + fChain->SetBranchAddress("Gen_ZGstar_mass", &Gen_ZGstar_mass, &b_Gen_ZGstar_mass); + fChain->SetBranchAddress("Gen_ZGstar_MomId", &Gen_ZGstar_MomId, &b_Gen_ZGstar_MomId); + fChain->SetBranchAddress("Gen_ZGstar_MomStatus", &Gen_ZGstar_MomStatus, &b_Gen_ZGstar_MomStatus); + fChain->SetBranchAddress("Gen_ZGstar_ele1_pt", &Gen_ZGstar_ele1_pt, &b_Gen_ZGstar_ele1_pt); + fChain->SetBranchAddress("Gen_ZGstar_ele1_phi", &Gen_ZGstar_ele1_phi, &b_Gen_ZGstar_ele1_phi); + fChain->SetBranchAddress("Gen_ZGstar_deltaR", &Gen_ZGstar_deltaR, &b_Gen_ZGstar_deltaR); + fChain->SetBranchAddress("Gen_ZGstar_mu2_pt", &Gen_ZGstar_mu2_pt, &b_Gen_ZGstar_mu2_pt); + fChain->SetBranchAddress("Gen_ZGstar_mu2_phi", &Gen_ZGstar_mu2_phi, &b_Gen_ZGstar_mu2_phi); + fChain->SetBranchAddress("Gen_ZGstar_ele2_pt", &Gen_ZGstar_ele2_pt, &b_Gen_ZGstar_ele2_pt); + fChain->SetBranchAddress("Gen_ZGstar_mu1_pt", &Gen_ZGstar_mu1_pt, &b_Gen_ZGstar_mu1_pt); + fChain->SetBranchAddress("Gen_ZGstar_ele1_eta", &Gen_ZGstar_ele1_eta, &b_Gen_ZGstar_ele1_eta); + fChain->SetBranchAddress("Gen_ZGstar_mu2_eta", &Gen_ZGstar_mu2_eta, &b_Gen_ZGstar_mu2_eta); + fChain->SetBranchAddress("Gen_ZGstar_mu1_phi", &Gen_ZGstar_mu1_phi, &b_Gen_ZGstar_mu1_phi); + fChain->SetBranchAddress("Gen_ZGstar_ele2_eta", &Gen_ZGstar_ele2_eta, &b_Gen_ZGstar_ele2_eta); + fChain->SetBranchAddress("Gen_ZGstar_mu1_eta", &Gen_ZGstar_mu1_eta, &b_Gen_ZGstar_mu1_eta); + fChain->SetBranchAddress("LHE_Nuds", &LHE_Nuds, &b_LHE_Nuds); + fChain->SetBranchAddress("LHE_HT", &LHE_HT, &b_LHE_HT); + fChain->SetBranchAddress("LHE_Nglu", &LHE_Nglu, &b_LHE_Nglu); + fChain->SetBranchAddress("LHE_NpLO", &LHE_NpLO, &b_LHE_NpLO); + fChain->SetBranchAddress("LHE_Njets", &LHE_Njets, &b_LHE_Njets); + fChain->SetBranchAddress("LHE_HTIncoming", &LHE_HTIncoming, &b_LHE_HTIncoming); + fChain->SetBranchAddress("LHE_NpNLO", &LHE_NpNLO, &b_LHE_NpNLO); + fChain->SetBranchAddress("LHE_Vpt", &LHE_Vpt, &b_LHE_Vpt); + fChain->SetBranchAddress("LHE_AlphaS", &LHE_AlphaS, &b_LHE_AlphaS); + fChain->SetBranchAddress("LHE_Nc", &LHE_Nc, &b_LHE_Nc); + fChain->SetBranchAddress("LHE_Nb", &LHE_Nb, &b_LHE_Nb); + fChain->SetBranchAddress("HLT_Ele250_CaloIdVT_GsfTrkIdT", &HLT_Ele250_CaloIdVT_GsfTrkIdT, &b_HLT_Ele250_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu100_PFMHTNoMu100_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu100_PFMHTNoMu100_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu100_PFMHTNoMu100_IDTight); + fChain->SetBranchAddress("HLT_L2Mu23NoVtx_2Cha_CosmicSeed", &HLT_L2Mu23NoVtx_2Cha_CosmicSeed, &b_HLT_L2Mu23NoVtx_2Cha_CosmicSeed); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p17", &HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p17, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p17); + fChain->SetBranchAddress("HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", &HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL, &b_HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4", &HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4, &b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4); + fChain->SetBranchAddress("HLT_DoubleMu3_DZ_PFMET70_PFMHT70", &HLT_DoubleMu3_DZ_PFMET70_PFMHT70, &b_HLT_DoubleMu3_DZ_PFMET70_PFMHT70); + fChain->SetBranchAddress("HLT_Ele27_WPTight_Gsf", &HLT_Ele27_WPTight_Gsf, &b_HLT_Ele27_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Mu20_Mu10_SameSign", &HLT_Mu20_Mu10_SameSign, &b_HLT_Mu20_Mu10_SameSign); + fChain->SetBranchAddress("HLT_Photon150", &HLT_Photon150, &b_HLT_Photon150); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMET80_PFMHT80_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMET80_PFMHT80_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMET80_PFMHT80_IDTight); + fChain->SetBranchAddress("HLT_AK8PFHT800_TrimMass50", &HLT_AK8PFHT800_TrimMass50, &b_HLT_AK8PFHT800_TrimMass50); + fChain->SetBranchAddress("HLT_Photon35_TwoProngs35", &HLT_Photon35_TwoProngs35, &b_HLT_Photon35_TwoProngs35); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT450_PFMET50", &HLT_Ele15_IsoVVVL_PFHT450_PFMET50, &b_HLT_Ele15_IsoVVVL_PFHT450_PFMET50); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120); + fChain->SetBranchAddress("HLT_Photon165_R9Id90_HE10_IsoM", &HLT_Photon165_R9Id90_HE10_IsoM, &b_HLT_Photon165_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_DiPFJetAve100_HFJEC", &HLT_DiPFJetAve100_HFJEC, &b_HLT_DiPFJetAve100_HFJEC); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT450", &HLT_Mu15_IsoVVVL_PFHT450, &b_HLT_Mu15_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", &HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350, &b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350); + fChain->SetBranchAddress("HLT_Ele300_CaloIdVT_GsfTrkIdT", &HLT_Ele300_CaloIdVT_GsfTrkIdT, &b_HLT_Ele300_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_0er1p5R", &HLT_Dimuon0_LowMass_L1_0er1p5R, &b_HLT_Dimuon0_LowMass_L1_0er1p5R); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140); + fChain->SetBranchAddress("HLT_PFMET200_NotCleaned", &HLT_PFMET200_NotCleaned, &b_HLT_PFMET200_NotCleaned); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90); + fChain->SetBranchAddress("HLT_Mu8_IP3_part3", &HLT_Mu8_IP3_part3, &b_HLT_Mu8_IP3_part3); + fChain->SetBranchAddress("HLT_VBF_DoubleMediumChargedIsoPFTauHPS20_Trk1_eta2p1", &HLT_VBF_DoubleMediumChargedIsoPFTauHPS20_Trk1_eta2p1, &b_HLT_VBF_DoubleMediumChargedIsoPFTauHPS20_Trk1_eta2p1); + fChain->SetBranchAddress("HLT_Ele27_Ele37_CaloIdL_MW", &HLT_Ele27_Ele37_CaloIdL_MW, &b_HLT_Ele27_Ele37_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_NoVertexing", &HLT_Dimuon0_Upsilon_NoVertexing, &b_HLT_Dimuon0_Upsilon_NoVertexing); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets350_CaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets350_CaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets350_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_DoubleMu48NoFiltersNoVtx", &HLT_DoubleMu48NoFiltersNoVtx, &b_HLT_DoubleMu48NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Photon120EB_TightID_TightIso", &HLT_Photon120EB_TightID_TightIso, &b_HLT_Photon120EB_TightID_TightIso); + fChain->SetBranchAddress("HLT_Dimuon14_Phi_Barrel_Seagulls", &HLT_Dimuon14_Phi_Barrel_Seagulls, &b_HLT_Dimuon14_Phi_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130); + fChain->SetBranchAddress("HLT_PFJetFwd320", &HLT_PFJetFwd320, &b_HLT_PFJetFwd320); + fChain->SetBranchAddress("HLT_AK4PFJet50", &HLT_AK4PFJet50, &b_HLT_AK4PFJet50); + fChain->SetBranchAddress("HLT_UncorrectedJetE30_NoBPTX3BX", &HLT_UncorrectedJetE30_NoBPTX3BX, &b_HLT_UncorrectedJetE30_NoBPTX3BX); + fChain->SetBranchAddress("HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", &HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15, &b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15); + fChain->SetBranchAddress("HLT_IsoMu27_TightChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1", &HLT_IsoMu27_TightChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1, &b_HLT_IsoMu27_TightChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi", &HLT_Dimuon0_Jpsi, &b_HLT_Dimuon0_Jpsi); + fChain->SetBranchAddress("HLT_CaloMET100_NotCleaned", &HLT_CaloMET100_NotCleaned, &b_HLT_CaloMET100_NotCleaned); + fChain->SetBranchAddress("HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", &HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60, &b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_AK8PFJetFwd260", &HLT_AK8PFJetFwd260, &b_HLT_AK8PFJetFwd260); + fChain->SetBranchAddress("HLT_CaloMET110_NotCleaned", &HLT_CaloMET110_NotCleaned, &b_HLT_CaloMET110_NotCleaned); + fChain->SetBranchAddress("HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", &HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL, &b_HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL); + fChain->SetBranchAddress("HLT_CaloMHT90", &HLT_CaloMHT90, &b_HLT_CaloMHT90); + fChain->SetBranchAddress("HLT_UncorrectedJetE60_NoBPTX3BX", &HLT_UncorrectedJetE60_NoBPTX3BX, &b_HLT_UncorrectedJetE60_NoBPTX3BX); + fChain->SetBranchAddress("HLT_TripleMu_10_5_5_DZ", &HLT_TripleMu_10_5_5_DZ, &b_HLT_TripleMu_10_5_5_DZ); + fChain->SetBranchAddress("HLT_AK8PFJet15", &HLT_AK8PFJet15, &b_HLT_AK8PFJet15); + fChain->SetBranchAddress("HLT_Mu19", &HLT_Mu19, &b_HLT_Mu19); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL", &HLT_Mu8_TrkIsoVVL, &b_HLT_Mu8_TrkIsoVVL); + fChain->SetBranchAddress("HLT_QuadPFJet98_83_71_15_PFBTagDeepCSV_1p3_VBF2", &HLT_QuadPFJet98_83_71_15_PFBTagDeepCSV_1p3_VBF2, &b_HLT_QuadPFJet98_83_71_15_PFBTagDeepCSV_1p3_VBF2); + fChain->SetBranchAddress("HLT_DiMu9_Ele9_CaloIdL_TrackIdL", &HLT_DiMu9_Ele9_CaloIdL_TrackIdL, &b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight); + fChain->SetBranchAddress("HLT_AK8PFJet25", &HLT_AK8PFJet25, &b_HLT_AK8PFJet25); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np4", &HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np4, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np4); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha", &HLT_DoubleL2Mu25NoVtx_2Cha, &b_HLT_DoubleL2Mu25NoVtx_2Cha); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT600", &HLT_Ele15_IsoVVVL_PFHT600, &b_HLT_Ele15_IsoVVVL_PFHT600); + fChain->SetBranchAddress("HLT_Ele50_IsoVVVL_PFHT450", &HLT_Ele50_IsoVVVL_PFHT450, &b_HLT_Ele50_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_Mu9_IP4_part2", &HLT_Mu9_IP4_part2, &b_HLT_Mu9_IP4_part2); + fChain->SetBranchAddress("HLT_Mu7p5_Track7_Jpsi", &HLT_Mu7p5_Track7_Jpsi, &b_HLT_Mu7p5_Track7_Jpsi); + fChain->SetBranchAddress("HLT_Mu17_Photon30_IsoCaloId", &HLT_Mu17_Photon30_IsoCaloId, &b_HLT_Mu17_Photon30_IsoCaloId); + fChain->SetBranchAddress("HLT_Mu43NoFiltersNoVtxDisplaced_Photon43_CaloIdL", &HLT_Mu43NoFiltersNoVtxDisplaced_Photon43_CaloIdL, &b_HLT_Mu43NoFiltersNoVtxDisplaced_Photon43_CaloIdL); + fChain->SetBranchAddress("HLT_Mu23_Mu12", &HLT_Mu23_Mu12, &b_HLT_Mu23_Mu12); + fChain->SetBranchAddress("HLT_L2Mu10", &HLT_L2Mu10, &b_HLT_L2Mu10); + fChain->SetBranchAddress("HLT_Mu12_IP6_part0", &HLT_Mu12_IP6_part0, &b_HLT_Mu12_IP6_part0); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1", &HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1, &b_HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1); + fChain->SetBranchAddress("HLT_PFMETTypeOne140_PFMHT140_IDTight", &HLT_PFMETTypeOne140_PFMHT140_IDTight, &b_HLT_PFMETTypeOne140_PFMHT140_IDTight); + fChain->SetBranchAddress("HLT_Mu7_IP4_part2", &HLT_Mu7_IP4_part2, &b_HLT_Mu7_IP4_part2); + fChain->SetBranchAddress("HLT_DoublePFJets200_CaloBTagDeepCSV_p71", &HLT_DoublePFJets200_CaloBTagDeepCSV_p71, &b_HLT_DoublePFJets200_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_AK8PFJetFwd60", &HLT_AK8PFJetFwd60, &b_HLT_AK8PFJetFwd60); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu70_PFMHTNoMu70_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu70_PFMHTNoMu70_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu70_PFMHTNoMu70_IDTight); + fChain->SetBranchAddress("HLT_Photon90_R9Id90_HE10_IsoM", &HLT_Photon90_R9Id90_HE10_IsoM, &b_HLT_Photon90_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_PFMET200_HBHECleaned", &HLT_PFMET200_HBHECleaned, &b_HLT_PFMET200_HBHECleaned); + fChain->SetBranchAddress("HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4", &HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4, &b_HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4); + fChain->SetBranchAddress("HLT_BTagMu_AK8Jet170_DoubleMu5_noalgo", &HLT_BTagMu_AK8Jet170_DoubleMu5_noalgo, &b_HLT_BTagMu_AK8Jet170_DoubleMu5_noalgo); + fChain->SetBranchAddress("HLT_Mu8_IP6_part3", &HLT_Mu8_IP6_part3, &b_HLT_Mu8_IP6_part3); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed", &HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed, &b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed); + fChain->SetBranchAddress("HLT_AK8PFJet400", &HLT_AK8PFJet400, &b_HLT_AK8PFJet400); + fChain->SetBranchAddress("HLT_Mu23_Mu12_SameSign", &HLT_Mu23_Mu12_SameSign, &b_HLT_Mu23_Mu12_SameSign); + fChain->SetBranchAddress("HLT_DoubleMu3_Trk_Tau3mu", &HLT_DoubleMu3_Trk_Tau3mu, &b_HLT_DoubleMu3_Trk_Tau3mu); + fChain->SetBranchAddress("HLT_Mu27", &HLT_Mu27, &b_HLT_Mu27); + fChain->SetBranchAddress("HLT_AK8PFJetFwd500", &HLT_AK8PFJetFwd500, &b_HLT_AK8PFJetFwd500); + fChain->SetBranchAddress("HLT_AK4CaloJet30", &HLT_AK4CaloJet30, &b_HLT_AK4CaloJet30); + fChain->SetBranchAddress("HLT_Photon90", &HLT_Photon90, &b_HLT_Photon90); + fChain->SetBranchAddress("HLT_Dimuon18_PsiPrime_noCorrL1", &HLT_Dimuon18_PsiPrime_noCorrL1, &b_HLT_Dimuon18_PsiPrime_noCorrL1); + fChain->SetBranchAddress("HLT_Dimuon10_PsiPrime_Barrel_Seagulls", &HLT_Dimuon10_PsiPrime_Barrel_Seagulls, &b_HLT_Dimuon10_PsiPrime_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet70_Mu5", &HLT_BTagMu_AK4DiJet70_Mu5, &b_HLT_BTagMu_AK4DiJet70_Mu5); + fChain->SetBranchAddress("HLT_PFHT330PT30_QuadPFJet_75_60_45_40", &HLT_PFHT330PT30_QuadPFJet_75_60_45_40, &b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40); + fChain->SetBranchAddress("HLT_PFJetFwd25", &HLT_PFJetFwd25, &b_HLT_PFJetFwd25); + fChain->SetBranchAddress("HLT_Ele38_WPTight_Gsf", &HLT_Ele38_WPTight_Gsf, &b_HLT_Ele38_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15); + fChain->SetBranchAddress("HLT_Mu7_IP4_part3", &HLT_Mu7_IP4_part3, &b_HLT_Mu7_IP4_part3); + fChain->SetBranchAddress("HLT_UncorrectedJetE30_NoBPTX", &HLT_UncorrectedJetE30_NoBPTX, &b_HLT_UncorrectedJetE30_NoBPTX); + fChain->SetBranchAddress("HLT_Ele23_CaloIdM_TrackIdM_PFJet30", &HLT_Ele23_CaloIdM_TrackIdM_PFJet30, &b_HLT_Ele23_CaloIdM_TrackIdM_PFJet30); + fChain->SetBranchAddress("HLT_HT425", &HLT_HT425, &b_HLT_HT425); + fChain->SetBranchAddress("HLT_DoubleMu20_7_Mass0to30_Photon23", &HLT_DoubleMu20_7_Mass0to30_Photon23, &b_HLT_DoubleMu20_7_Mass0to30_Photon23); + fChain->SetBranchAddress("HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", &HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx, &b_HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", &HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ, &b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ); + fChain->SetBranchAddress("HLT_Photon175", &HLT_Photon175, &b_HLT_Photon175); + fChain->SetBranchAddress("HLT_Ele20_WPLoose_Gsf", &HLT_Ele20_WPLoose_Gsf, &b_HLT_Ele20_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_AK8PFJet260", &HLT_AK8PFJet260, &b_HLT_AK8PFJet260); + fChain->SetBranchAddress("HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", &HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90, &b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_NoL2Matched", &HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_NoL2Matched, &b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_NoL2Matched); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_Ele8_CaloIdM_TrackIdM_PFJet30", &HLT_Ele8_CaloIdM_TrackIdM_PFJet30, &b_HLT_Ele8_CaloIdM_TrackIdM_PFJet30); + fChain->SetBranchAddress("HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", &HLT_PFMETNoMu110_PFMHTNoMu110_IDTight, &b_HLT_PFMETNoMu110_PFMHTNoMu110_IDTight); + fChain->SetBranchAddress("HLT_Photon110EB_TightID_TightIso", &HLT_Photon110EB_TightID_TightIso, &b_HLT_Photon110EB_TightID_TightIso); + fChain->SetBranchAddress("HLT_Mu7p5_Track2_Jpsi", &HLT_Mu7p5_Track2_Jpsi, &b_HLT_Mu7p5_Track2_Jpsi); + fChain->SetBranchAddress("HLT_PFMET120_PFMHT120_IDTight_PFHT60", &HLT_PFMET120_PFMHT120_IDTight_PFHT60, &b_HLT_PFMET120_PFMHT120_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_Mu9_IP6_part2", &HLT_Mu9_IP6_part2, &b_HLT_Mu9_IP6_part2); + fChain->SetBranchAddress("HLT_CDC_L2cosmic_5p5_er1p0", &HLT_CDC_L2cosmic_5p5_er1p0, &b_HLT_CDC_L2cosmic_5p5_er1p0); + fChain->SetBranchAddress("HLT_DoubleMu33NoFiltersNoVtxDisplaced", &HLT_DoubleMu33NoFiltersNoVtxDisplaced, &b_HLT_DoubleMu33NoFiltersNoVtxDisplaced); + fChain->SetBranchAddress("HLT_HT430_DisplacedDijet40_DisplacedTrack", &HLT_HT430_DisplacedDijet40_DisplacedTrack, &b_HLT_HT430_DisplacedDijet40_DisplacedTrack); + fChain->SetBranchAddress("HLT_ZeroBias_FirstBXAfterTrain", &HLT_ZeroBias_FirstBXAfterTrain, &b_HLT_ZeroBias_FirstBXAfterTrain); + fChain->SetBranchAddress("HLT_AK8PFJetFwd320", &HLT_AK8PFJetFwd320, &b_HLT_AK8PFJetFwd320); + fChain->SetBranchAddress("HLT_CaloMET250_NotCleaned", &HLT_CaloMET250_NotCleaned, &b_HLT_CaloMET250_NotCleaned); + fChain->SetBranchAddress("HLT_Mu27_Ele37_CaloIdL_MW", &HLT_Mu27_Ele37_CaloIdL_MW, &b_HLT_Mu27_Ele37_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_4R", &HLT_Dimuon0_LowMass_L1_4R, &b_HLT_Dimuon0_LowMass_L1_4R); + fChain->SetBranchAddress("HLT_RsqMR300_Rsq0p09_MR200", &HLT_RsqMR300_Rsq0p09_MR200, &b_HLT_RsqMR300_Rsq0p09_MR200); + fChain->SetBranchAddress("HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", &HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60, &b_HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_AK4CaloJet120", &HLT_AK4CaloJet120, &b_HLT_AK4CaloJet120); + fChain->SetBranchAddress("HLT_AK8PFJet360_TrimMass30", &HLT_AK8PFJet360_TrimMass30, &b_HLT_AK8PFJet360_TrimMass30); + fChain->SetBranchAddress("HLT_Mu8_IP3_part1", &HLT_Mu8_IP3_part1, &b_HLT_Mu8_IP3_part1); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi3p5_Muon2", &HLT_Dimuon0_Jpsi3p5_Muon2, &b_HLT_Dimuon0_Jpsi3p5_Muon2); + fChain->SetBranchAddress("HLT_Ele145_CaloIdVT_GsfTrkIdT", &HLT_Ele145_CaloIdVT_GsfTrkIdT, &b_HLT_Ele145_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", &HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165, &b_HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165); + fChain->SetBranchAddress("HLT_Dimuon25_Jpsi_noCorrL1", &HLT_Dimuon25_Jpsi_noCorrL1, &b_HLT_Dimuon25_Jpsi_noCorrL1); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1", &HLT_IsoMu24_eta2p1, &b_HLT_IsoMu24_eta2p1); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", &HLT_Dimuon0_Jpsi_L1_4R_0er1p5R, &b_HLT_Dimuon0_Jpsi_L1_4R_0er1p5R); + fChain->SetBranchAddress("HLT_Mu7_IP4_part1", &HLT_Mu7_IP4_part1, &b_HLT_Mu7_IP4_part1); + fChain->SetBranchAddress("HLT_HT300_Beamspot", &HLT_HT300_Beamspot, &b_HLT_HT300_Beamspot); + fChain->SetBranchAddress("HLT_DiJet110_35_Mjj650_PFMET120", &HLT_DiJet110_35_Mjj650_PFMET120, &b_HLT_DiJet110_35_Mjj650_PFMET120); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_NoL2Matched", &HLT_DoubleL2Mu25NoVtx_2Cha_NoL2Matched, &b_HLT_DoubleL2Mu25NoVtx_2Cha_NoL2Matched); + fChain->SetBranchAddress("HLT_Mu3_PFJet40", &HLT_Mu3_PFJet40, &b_HLT_Mu3_PFJet40); + fChain->SetBranchAddress("HLT_Mu20_Mu10", &HLT_Mu20_Mu10, &b_HLT_Mu20_Mu10); + fChain->SetBranchAddress("HLT_AK8PFJet380_TrimMass30", &HLT_AK8PFJet380_TrimMass30, &b_HLT_AK8PFJet380_TrimMass30); + fChain->SetBranchAddress("HLT_DiJet110_35_Mjj650_PFMET110", &HLT_DiJet110_35_Mjj650_PFMET110, &b_HLT_DiJet110_35_Mjj650_PFMET110); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT450_PFMET50", &HLT_Mu15_IsoVVVL_PFHT450_PFMET50, &b_HLT_Mu15_IsoVVVL_PFHT450_PFMET50); + fChain->SetBranchAddress("HLT_Mu9_IP5_part4", &HLT_Mu9_IP5_part4, &b_HLT_Mu9_IP5_part4); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1", &HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1, &b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu27_MediumChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1", &HLT_IsoMu27_MediumChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1, &b_HLT_IsoMu27_MediumChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet40_Mu5_noalgo", &HLT_BTagMu_AK4DiJet40_Mu5_noalgo, &b_HLT_BTagMu_AK4DiJet40_Mu5_noalgo); + fChain->SetBranchAddress("HLT_DoublePhoton70", &HLT_DoublePhoton70, &b_HLT_DoublePhoton70); + fChain->SetBranchAddress("HLT_Photon100EEHE10", &HLT_Photon100EEHE10, &b_HLT_Photon100EEHE10); + fChain->SetBranchAddress("HLT_PFJetFwd15", &HLT_PFJetFwd15, &b_HLT_PFJetFwd15); + fChain->SetBranchAddress("HLT_DoubleMu4_3_Bs", &HLT_DoubleMu4_3_Bs, &b_HLT_DoubleMu4_3_Bs); + fChain->SetBranchAddress("HLT_Mu9_IP5_part3", &HLT_Mu9_IP5_part3, &b_HLT_Mu9_IP5_part3); + fChain->SetBranchAddress("HLT_HcalNZS", &HLT_HcalNZS, &b_HLT_HcalNZS); + fChain->SetBranchAddress("HLT_Mu7p5_L2Mu2_Jpsi", &HLT_Mu7p5_L2Mu2_Jpsi, &b_HLT_Mu7p5_L2Mu2_Jpsi); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5", &HLT_Dimuon0_Upsilon_L1_4p5, &b_HLT_Dimuon0_Upsilon_L1_4p5); + fChain->SetBranchAddress("HLT_AK8PFHT850_TrimMass50", &HLT_AK8PFHT850_TrimMass50, &b_HLT_AK8PFHT850_TrimMass50); + fChain->SetBranchAddress("HLT_DoubleMu4_Jpsi_NoVertexing", &HLT_DoubleMu4_Jpsi_NoVertexing, &b_HLT_DoubleMu4_Jpsi_NoVertexing); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMET100_PFMHT100_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMET100_PFMHT100_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMET100_PFMHT100_IDTight); + fChain->SetBranchAddress("HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", &HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350, &b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT450", &HLT_Ele15_IsoVVVL_PFHT450, &b_HLT_Ele15_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_Mu7p5_Track3p5_Jpsi", &HLT_Mu7p5_Track3p5_Jpsi, &b_HLT_Mu7p5_Track3p5_Jpsi); + fChain->SetBranchAddress("HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", &HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ, &b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ); + fChain->SetBranchAddress("HLT_QuadPFJet111_90_80_15_PFBTagDeepCSV_1p3_VBF2", &HLT_QuadPFJet111_90_80_15_PFBTagDeepCSV_1p3_VBF2, &b_HLT_QuadPFJet111_90_80_15_PFBTagDeepCSV_1p3_VBF2); + fChain->SetBranchAddress("HLT_PFJet200", &HLT_PFJet200, &b_HLT_PFJet200); + fChain->SetBranchAddress("HLT_AK8PFJetFwd450", &HLT_AK8PFJetFwd450, &b_HLT_AK8PFJetFwd450); + fChain->SetBranchAddress("HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", &HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL, &b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL", &HLT_Mu17_TrkIsoVVL, &b_HLT_Mu17_TrkIsoVVL); + fChain->SetBranchAddress("HLT_Rsq0p40", &HLT_Rsq0p40, &b_HLT_Rsq0p40); + fChain->SetBranchAddress("HLT_Physics_part3", &HLT_Physics_part3, &b_HLT_Physics_part3); + fChain->SetBranchAddress("HLT_DoublePhoton85", &HLT_DoublePhoton85, &b_HLT_DoublePhoton85); + fChain->SetBranchAddress("HLT_Dimuon12_Upsilon_y1p4", &HLT_Dimuon12_Upsilon_y1p4, &b_HLT_Dimuon12_Upsilon_y1p4); + fChain->SetBranchAddress("HLT_Ele20_eta2p1_WPLoose_Gsf", &HLT_Ele20_eta2p1_WPLoose_Gsf, &b_HLT_Ele20_eta2p1_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_Mu8_IP6_part2", &HLT_Mu8_IP6_part2, &b_HLT_Mu8_IP6_part2); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets200_CaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets200_CaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets200_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_PFHT800_PFMET75_PFMHT75_IDTight", &HLT_PFHT800_PFMET75_PFMHT75_IDTight, &b_HLT_PFHT800_PFMET75_PFMHT75_IDTight); + fChain->SetBranchAddress("HLT_PFJetFwd260", &HLT_PFJetFwd260, &b_HLT_PFJetFwd260); + fChain->SetBranchAddress("HLT_PFHT800_PFMET85_PFMHT85_IDTight", &HLT_PFHT800_PFMET85_PFMHT85_IDTight, &b_HLT_PFHT800_PFMET85_PFMHT85_IDTight); + fChain->SetBranchAddress("HLT_DoubleMu4_3_Jpsi", &HLT_DoubleMu4_3_Jpsi, &b_HLT_DoubleMu4_3_Jpsi); + fChain->SetBranchAddress("HLT_AK8PFHT750_TrimMass50", &HLT_AK8PFHT750_TrimMass50, &b_HLT_AK8PFHT750_TrimMass50); + fChain->SetBranchAddress("HLT_ZeroBias_Beamspot", &HLT_ZeroBias_Beamspot, &b_HLT_ZeroBias_Beamspot); + fChain->SetBranchAddress("HLT_AK8PFJet450", &HLT_AK8PFJet450, &b_HLT_AK8PFJet450); + fChain->SetBranchAddress("HLT_HT430_DisplacedDijet60_DisplacedTrack", &HLT_HT430_DisplacedDijet60_DisplacedTrack, &b_HLT_HT430_DisplacedDijet60_DisplacedTrack); + fChain->SetBranchAddress("HLT_PFHT500_PFMET110_PFMHT110_IDTight", &HLT_PFHT500_PFMET110_PFMHT110_IDTight, &b_HLT_PFHT500_PFMET110_PFMHT110_IDTight); + fChain->SetBranchAddress("HLT_Dimuon24_Phi_noCorrL1", &HLT_Dimuon24_Phi_noCorrL1, &b_HLT_Dimuon24_Phi_noCorrL1); + fChain->SetBranchAddress("HLT_PFHT430", &HLT_PFHT430, &b_HLT_PFHT430); + fChain->SetBranchAddress("HLT_OldMu100", &HLT_OldMu100, &b_HLT_OldMu100); + fChain->SetBranchAddress("HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", &HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon, &b_HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon); + fChain->SetBranchAddress("HLT_PFJet400", &HLT_PFJet400, &b_HLT_PFJet400); + fChain->SetBranchAddress("HLT_Mu12_IP6_part3", &HLT_Mu12_IP6_part3, &b_HLT_Mu12_IP6_part3); + fChain->SetBranchAddress("HLT_AK4CaloJet80", &HLT_AK4CaloJet80, &b_HLT_AK4CaloJet80); + fChain->SetBranchAddress("HLT_DiPFJetAve200", &HLT_DiPFJetAve200, &b_HLT_DiPFJetAve200); + fChain->SetBranchAddress("HLT_QuadPFJet103_88_75_15", &HLT_QuadPFJet103_88_75_15, &b_HLT_QuadPFJet103_88_75_15); + fChain->SetBranchAddress("HLT_VBF_DoubleLooseChargedIsoPFTauHPS20_Trk1_eta2p1", &HLT_VBF_DoubleLooseChargedIsoPFTauHPS20_Trk1_eta2p1, &b_HLT_VBF_DoubleLooseChargedIsoPFTauHPS20_Trk1_eta2p1); + fChain->SetBranchAddress("HLT_PFMET140_PFMHT140_IDTight_CaloBTagDeepCSV_3p1", &HLT_PFMET140_PFMHT140_IDTight_CaloBTagDeepCSV_3p1, &b_HLT_PFMET140_PFMHT140_IDTight_CaloBTagDeepCSV_3p1); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTauHPS27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_Mu7_IP4_part0", &HLT_Mu7_IP4_part0, &b_HLT_Mu7_IP4_part0); + fChain->SetBranchAddress("HLT_AK8PFJet420_TrimMass30", &HLT_AK8PFJet420_TrimMass30, &b_HLT_AK8PFJet420_TrimMass30); + fChain->SetBranchAddress("HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", &HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350, &b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350); + fChain->SetBranchAddress("HLT_TripleMu_5_3_3_Mass3p8_DCA", &HLT_TripleMu_5_3_3_Mass3p8_DCA, &b_HLT_TripleMu_5_3_3_Mass3p8_DCA); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", &HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1, &b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1); + fChain->SetBranchAddress("HLT_PFJetFwd500", &HLT_PFJetFwd500, &b_HLT_PFJetFwd500); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5", &HLT_Ele15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5, &b_HLT_Ele15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5); + fChain->SetBranchAddress("HLT_Physics", &HLT_Physics, &b_HLT_Physics); + fChain->SetBranchAddress("HLT_PFJet260", &HLT_PFJet260, &b_HLT_PFJet260); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15); + fChain->SetBranchAddress("HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", &HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL, &b_HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL); + fChain->SetBranchAddress("HLT_AK8PFJet550", &HLT_AK8PFJet550, &b_HLT_AK8PFJet550); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleMu40NoFiltersNoVtxDisplaced", &HLT_DoubleMu40NoFiltersNoVtxDisplaced, &b_HLT_DoubleMu40NoFiltersNoVtxDisplaced); + fChain->SetBranchAddress("HLT_Mu3_L1SingleMu5orSingleMu7", &HLT_Mu3_L1SingleMu5orSingleMu7, &b_HLT_Mu3_L1SingleMu5orSingleMu7); + fChain->SetBranchAddress("HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_Muon_NoL1Mass", &HLT_Dimuon0_Upsilon_Muon_NoL1Mass, &b_HLT_Dimuon0_Upsilon_Muon_NoL1Mass); + fChain->SetBranchAddress("HLT_ZeroBias_part5", &HLT_ZeroBias_part5, &b_HLT_ZeroBias_part5); + fChain->SetBranchAddress("HLT_IsoMu27", &HLT_IsoMu27, &b_HLT_IsoMu27); + fChain->SetBranchAddress("HLT_DoubleEle25_CaloIdL_MW", &HLT_DoubleEle25_CaloIdL_MW, &b_HLT_DoubleEle25_CaloIdL_MW); + fChain->SetBranchAddress("HLT_TkMu100", &HLT_TkMu100, &b_HLT_TkMu100); + fChain->SetBranchAddress("HLT_PFJet15", &HLT_PFJet15, &b_HLT_PFJet15); + fChain->SetBranchAddress("HLT_DoubleMu4_Mass3p8_DZ_PFHT350", &HLT_DoubleMu4_Mass3p8_DZ_PFHT350, &b_HLT_DoubleMu4_Mass3p8_DZ_PFHT350); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1", &HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1, &b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_Mu8_IP5_part1", &HLT_Mu8_IP5_part1, &b_HLT_Mu8_IP5_part1); + fChain->SetBranchAddress("HLT_Ele32_WPTight_Gsf", &HLT_Ele32_WPTight_Gsf, &b_HLT_Ele32_WPTight_Gsf); + fChain->SetBranchAddress("HLT_HT500_DisplacedDijet40_DisplacedTrack", &HLT_HT500_DisplacedDijet40_DisplacedTrack, &b_HLT_HT500_DisplacedDijet40_DisplacedTrack); + fChain->SetBranchAddress("HLT_Photon20", &HLT_Photon20, &b_HLT_Photon20); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu90_PFMHTNoMu90_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu90_PFMHTNoMu90_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu90_PFMHTNoMu90_IDTight); + fChain->SetBranchAddress("HLT_Mu9_IP4_part3", &HLT_Mu9_IP4_part3, &b_HLT_Mu9_IP4_part3); + fChain->SetBranchAddress("HLT_AK4PFJet80", &HLT_AK4PFJet80, &b_HLT_AK4PFJet80); + fChain->SetBranchAddress("HLT_DoubleMu3_TkMu_DsTau3Mu", &HLT_DoubleMu3_TkMu_DsTau3Mu, &b_HLT_DoubleMu3_TkMu_DsTau3Mu); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DiPFJetAve40", &HLT_DiPFJetAve40, &b_HLT_DiPFJetAve40); + fChain->SetBranchAddress("HLT_PFMET250_HBHECleaned", &HLT_PFMET250_HBHECleaned, &b_HLT_PFMET250_HBHECleaned); + fChain->SetBranchAddress("HLT_UncorrectedJetE70_NoBPTX3BX", &HLT_UncorrectedJetE70_NoBPTX3BX, &b_HLT_UncorrectedJetE70_NoBPTX3BX); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8); + fChain->SetBranchAddress("HLT_PFHT350", &HLT_PFHT350, &b_HLT_PFHT350); + fChain->SetBranchAddress("HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", &HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60, &b_HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", &HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50, &b_HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50); + fChain->SetBranchAddress("HLT_DiSC30_18_EIso_AND_HE_Mass70", &HLT_DiSC30_18_EIso_AND_HE_Mass70, &b_HLT_DiSC30_18_EIso_AND_HE_Mass70); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5NoOS", &HLT_Dimuon0_Upsilon_L1_4p5NoOS, &b_HLT_Dimuon0_Upsilon_L1_4p5NoOS); + fChain->SetBranchAddress("HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05", &HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05, &b_HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05); + fChain->SetBranchAddress("HLT_Mu12", &HLT_Mu12, &b_HLT_Mu12); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet40_Mu5", &HLT_BTagMu_AK4DiJet40_Mu5, &b_HLT_BTagMu_AK4DiJet40_Mu5); + fChain->SetBranchAddress("HLT_Mu38NoFiltersNoVtxDisplaced_Photon38_CaloIdL", &HLT_Mu38NoFiltersNoVtxDisplaced_Photon38_CaloIdL, &b_HLT_Mu38NoFiltersNoVtxDisplaced_Photon38_CaloIdL); + fChain->SetBranchAddress("HLT_TripleJet110_35_35_Mjj650_PFMET110", &HLT_TripleJet110_35_35_Mjj650_PFMET110, &b_HLT_TripleJet110_35_35_Mjj650_PFMET110); + fChain->SetBranchAddress("HLT_MET120_IsoTrk50", &HLT_MET120_IsoTrk50, &b_HLT_MET120_IsoTrk50); + fChain->SetBranchAddress("HLT_BTagMu_AK8Jet170_DoubleMu5", &HLT_BTagMu_AK8Jet170_DoubleMu5, &b_HLT_BTagMu_AK8Jet170_DoubleMu5); + fChain->SetBranchAddress("HLT_CaloMET300_HBHECleaned", &HLT_CaloMET300_HBHECleaned, &b_HLT_CaloMET300_HBHECleaned); + fChain->SetBranchAddress("HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", &HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL, &b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ); + fChain->SetBranchAddress("HLT_Mu9_IP6_part0", &HLT_Mu9_IP6_part0, &b_HLT_Mu9_IP6_part0); + fChain->SetBranchAddress("HLT_PFJetFwd450", &HLT_PFJetFwd450, &b_HLT_PFJetFwd450); + fChain->SetBranchAddress("HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_Mu55", &HLT_Mu55, &b_HLT_Mu55); + fChain->SetBranchAddress("HLT_QuadPFJet105_88_76_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1", &HLT_QuadPFJet105_88_76_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1, &b_HLT_QuadPFJet105_88_76_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1); + fChain->SetBranchAddress("HLT_PFMETTypeOne130_PFMHT130_IDTight", &HLT_PFMETTypeOne130_PFMHT130_IDTight, &b_HLT_PFMETTypeOne130_PFMHT130_IDTight); + fChain->SetBranchAddress("HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto_Mass55", &HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto_Mass55, &b_HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto_Mass55); + fChain->SetBranchAddress("HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", &HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned, &b_HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110); + fChain->SetBranchAddress("HLT_L1SingleMu25", &HLT_L1SingleMu25, &b_HLT_L1SingleMu25); + fChain->SetBranchAddress("HLT_BTagMu_AK4Jet300_Mu5", &HLT_BTagMu_AK4Jet300_Mu5, &b_HLT_BTagMu_AK4Jet300_Mu5); + fChain->SetBranchAddress("HLT_DoubleMu3_DZ_PFMET50_PFMHT60", &HLT_DoubleMu3_DZ_PFMET50_PFMHT60, &b_HLT_DoubleMu3_DZ_PFMET50_PFMHT60); + fChain->SetBranchAddress("HLT_L1ETMHadSeeds", &HLT_L1ETMHadSeeds, &b_HLT_L1ETMHadSeeds); + fChain->SetBranchAddress("HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_DiPFJetAve140", &HLT_DiPFJetAve140, &b_HLT_DiPFJetAve140); + fChain->SetBranchAddress("HLT_ZeroBias_part3", &HLT_ZeroBias_part3, &b_HLT_ZeroBias_part3); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02", &HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02); + fChain->SetBranchAddress("HLT_Mu8_DiEle12_CaloIdL_TrackIdL", &HLT_Mu8_DiEle12_CaloIdL_TrackIdL, &b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", &HLT_DiEle27_WPTightCaloOnly_L1DoubleEG, &b_HLT_DiEle27_WPTightCaloOnly_L1DoubleEG); + fChain->SetBranchAddress("HLT_AK8PFJetFwd40", &HLT_AK8PFJetFwd40, &b_HLT_AK8PFJetFwd40); + fChain->SetBranchAddress("HLT_CaloJet500_NoJetID", &HLT_CaloJet500_NoJetID, &b_HLT_CaloJet500_NoJetID); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight); + fChain->SetBranchAddress("HLT_Photon33", &HLT_Photon33, &b_HLT_Photon33); + fChain->SetBranchAddress("HLT_VBF_DoubleTightChargedIsoPFTauHPS20_Trk1_eta2p1", &HLT_VBF_DoubleTightChargedIsoPFTauHPS20_Trk1_eta2p1, &b_HLT_VBF_DoubleTightChargedIsoPFTauHPS20_Trk1_eta2p1); + fChain->SetBranchAddress("HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet20_Mu5_noalgo", &HLT_BTagMu_AK4DiJet20_Mu5_noalgo, &b_HLT_BTagMu_AK4DiJet20_Mu5_noalgo); + fChain->SetBranchAddress("HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed", &HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed, &b_HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5er2p0M", &HLT_Dimuon0_Upsilon_L1_4p5er2p0M, &b_HLT_Dimuon0_Upsilon_L1_4p5er2p0M); + fChain->SetBranchAddress("HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", &HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned, &b_HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned); + fChain->SetBranchAddress("HLT_AK8PFJetFwd400", &HLT_AK8PFJetFwd400, &b_HLT_AK8PFJetFwd400); + fChain->SetBranchAddress("HLT_PFJet450", &HLT_PFJet450, &b_HLT_PFJet450); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTauHPS30_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_Physics_part5", &HLT_Physics_part5, &b_HLT_Physics_part5); + fChain->SetBranchAddress("HLT_ZeroBias", &HLT_ZeroBias, &b_HLT_ZeroBias); + fChain->SetBranchAddress("HLT_ZeroBias_part1", &HLT_ZeroBias_part1, &b_HLT_ZeroBias_part1); + fChain->SetBranchAddress("HLT_Mu25_TkMu0_Onia", &HLT_Mu25_TkMu0_Onia, &b_HLT_Mu25_TkMu0_Onia); + fChain->SetBranchAddress("HLT_Ele35_WPTight_Gsf_L1EGMT", &HLT_Ele35_WPTight_Gsf_L1EGMT, &b_HLT_Ele35_WPTight_Gsf_L1EGMT); + fChain->SetBranchAddress("HLT_CaloMET100_HBHECleaned", &HLT_CaloMET100_HBHECleaned, &b_HLT_CaloMET100_HBHECleaned); + fChain->SetBranchAddress("HLT_AK4PFJet120", &HLT_AK4PFJet120, &b_HLT_AK4PFJet120); + fChain->SetBranchAddress("HLT_DiPFJetAve60_HFJEC", &HLT_DiPFJetAve60_HFJEC, &b_HLT_DiPFJetAve60_HFJEC); + fChain->SetBranchAddress("HLT_Photon75", &HLT_Photon75, &b_HLT_Photon75); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL", &HLT_Mu19_TrkIsoVVL, &b_HLT_Mu19_TrkIsoVVL); + fChain->SetBranchAddress("HLT_Mu20_TkMu0_Phi", &HLT_Mu20_TkMu0_Phi, &b_HLT_Mu20_TkMu0_Phi); + fChain->SetBranchAddress("HLT_HT450_Beamspot", &HLT_HT450_Beamspot, &b_HLT_HT450_Beamspot); + fChain->SetBranchAddress("HLT_Mu7p5_Track2_Upsilon", &HLT_Mu7p5_Track2_Upsilon, &b_HLT_Mu7p5_Track2_Upsilon); + fChain->SetBranchAddress("HLT_IsoMu27_LooseChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1", &HLT_IsoMu27_LooseChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1, &b_HLT_IsoMu27_LooseChargedIsoPFTauHPS20_Trk1_eta2p1_SingleL1); + fChain->SetBranchAddress("HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", &HLT_PFMETNoMu140_PFMHTNoMu140_IDTight, &b_HLT_PFMETNoMu140_PFMHTNoMu140_IDTight); + fChain->SetBranchAddress("HLT_DoubleEle24_eta2p1_WPTight_Gsf", &HLT_DoubleEle24_eta2p1_WPTight_Gsf, &b_HLT_DoubleEle24_eta2p1_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_Ele20_WPTight_Gsf", &HLT_Ele20_WPTight_Gsf, &b_HLT_Ele20_WPTight_Gsf); + fChain->SetBranchAddress("HLT_AK8PFJetFwd15", &HLT_AK8PFJetFwd15, &b_HLT_AK8PFJetFwd15); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5", &HLT_Mu15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5, &b_HLT_Mu15_IsoVVVL_PFHT450_CaloBTagDeepCSV_4p5); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu80_PFMHTNoMu80_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu80_PFMHTNoMu80_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMETNoMu80_PFMHTNoMu80_IDTight); + fChain->SetBranchAddress("HLT_DoubleMu3_DCA_PFMET50_PFMHT60", &HLT_DoubleMu3_DCA_PFMET50_PFMHT60, &b_HLT_DoubleMu3_DCA_PFMET50_PFMHT60); + fChain->SetBranchAddress("HLT_Mu20_Mu10_DZ", &HLT_Mu20_Mu10_DZ, &b_HLT_Mu20_Mu10_DZ); + fChain->SetBranchAddress("HLT_Photon300_NoHE", &HLT_Photon300_NoHE, &b_HLT_Photon300_NoHE); + fChain->SetBranchAddress("HLT_DiPFJetAve300_HFJEC", &HLT_DiPFJetAve300_HFJEC, &b_HLT_DiPFJetAve300_HFJEC); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL); + fChain->SetBranchAddress("HLT_DoubleIsoMu20_eta2p1", &HLT_DoubleIsoMu20_eta2p1, &b_HLT_DoubleIsoMu20_eta2p1); + fChain->SetBranchAddress("HLT_HT400_DisplacedDijet40_DisplacedTrack", &HLT_HT400_DisplacedDijet40_DisplacedTrack, &b_HLT_HT400_DisplacedDijet40_DisplacedTrack); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", &HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R, &b_HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R); + fChain->SetBranchAddress("HLT_PFJet25", &HLT_PFJet25, &b_HLT_PFJet25); + fChain->SetBranchAddress("HLT_Photon100EE_TightID_TightIso", &HLT_Photon100EE_TightID_TightIso, &b_HLT_Photon100EE_TightID_TightIso); + fChain->SetBranchAddress("HLT_DoubleEle33_CaloIdL_MW", &HLT_DoubleEle33_CaloIdL_MW, &b_HLT_DoubleEle33_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Ele32_WPTight_Gsf_L1DoubleEG", &HLT_Ele32_WPTight_Gsf_L1DoubleEG, &b_HLT_Ele32_WPTight_Gsf_L1DoubleEG); + fChain->SetBranchAddress("HLT_DoubleL2Mu50", &HLT_DoubleL2Mu50, &b_HLT_DoubleL2Mu50); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8); + fChain->SetBranchAddress("HLT_DoubleMu3_DZ_PFMET90_PFMHT90", &HLT_DoubleMu3_DZ_PFMET90_PFMHT90, &b_HLT_DoubleMu3_DZ_PFMET90_PFMHT90); + fChain->SetBranchAddress("HLT_Mu7p5_L2Mu2_Upsilon", &HLT_Mu7p5_L2Mu2_Upsilon, &b_HLT_Mu7p5_L2Mu2_Upsilon); + fChain->SetBranchAddress("HLT_ZeroBias_FirstCollisionAfterAbortGap", &HLT_ZeroBias_FirstCollisionAfterAbortGap, &b_HLT_ZeroBias_FirstCollisionAfterAbortGap); + fChain->SetBranchAddress("HLT_PFJet80", &HLT_PFJet80, &b_HLT_PFJet80); + fChain->SetBranchAddress("HLT_Mu23_Mu12_SameSign_DZ", &HLT_Mu23_Mu12_SameSign_DZ, &b_HLT_Mu23_Mu12_SameSign_DZ); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets40_CaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets40_CaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets40_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_Dimuon18_PsiPrime", &HLT_Dimuon18_PsiPrime, &b_HLT_Dimuon18_PsiPrime); + fChain->SetBranchAddress("HLT_Physics_part7", &HLT_Physics_part7, &b_HLT_Physics_part7); + fChain->SetBranchAddress("HLT_IsoMu27_MET90", &HLT_IsoMu27_MET90, &b_HLT_IsoMu27_MET90); + fChain->SetBranchAddress("HLT_AK8PFJetFwd80", &HLT_AK8PFJetFwd80, &b_HLT_AK8PFJetFwd80); + fChain->SetBranchAddress("HLT_IsoTrackHE", &HLT_IsoTrackHE, &b_HLT_IsoTrackHE); + fChain->SetBranchAddress("HLT_DoubleMu4_Jpsi_Displaced", &HLT_DoubleMu4_Jpsi_Displaced, &b_HLT_DoubleMu4_Jpsi_Displaced); + fChain->SetBranchAddress("HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", &HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60, &b_HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60); + fChain->SetBranchAddress("HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagDeepCSV_p71", &HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagDeepCSV_p71, &b_HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMET70_PFMHT70_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMET70_PFMHT70_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMET70_PFMHT70_IDTight); + fChain->SetBranchAddress("HLT_PFJet500", &HLT_PFJet500, &b_HLT_PFJet500); + fChain->SetBranchAddress("HLT_AK8PFJet140", &HLT_AK8PFJet140, &b_HLT_AK8PFJet140); + fChain->SetBranchAddress("HLT_PFMET100_PFMHT100_IDTight_CaloBTagDeepCSV_3p1", &HLT_PFMET100_PFMHT100_IDTight_CaloBTagDeepCSV_3p1, &b_HLT_PFMET100_PFMHT100_IDTight_CaloBTagDeepCSV_3p1); + fChain->SetBranchAddress("HLT_Ele28_HighEta_SC20_Mass55", &HLT_Ele28_HighEta_SC20_Mass55, &b_HLT_Ele28_HighEta_SC20_Mass55); + fChain->SetBranchAddress("HLT_L1NotBptxOR", &HLT_L1NotBptxOR, &b_HLT_L1NotBptxOR); + fChain->SetBranchAddress("HLT_Mu20_Mu10_SameSign_DZ", &HLT_Mu20_Mu10_SameSign_DZ, &b_HLT_Mu20_Mu10_SameSign_DZ); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_L1_NoOS", &HLT_Dimuon0_Jpsi_L1_NoOS, &b_HLT_Dimuon0_Jpsi_L1_NoOS); + fChain->SetBranchAddress("HLT_CaloMET250_HBHECleaned", &HLT_CaloMET250_HBHECleaned, &b_HLT_CaloMET250_HBHECleaned); + fChain->SetBranchAddress("HLT_Physics_part4", &HLT_Physics_part4, &b_HLT_Physics_part4); + fChain->SetBranchAddress("HLT_CaloMET70_HBHECleaned", &HLT_CaloMET70_HBHECleaned, &b_HLT_CaloMET70_HBHECleaned); + fChain->SetBranchAddress("HLT_AK4PFJet30", &HLT_AK4PFJet30, &b_HLT_AK4PFJet30); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet110_Mu5_noalgo", &HLT_BTagMu_AK4DiJet110_Mu5_noalgo, &b_HLT_BTagMu_AK4DiJet110_Mu5_noalgo); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_L1UnpairedBunchBptxPlus", &HLT_L1UnpairedBunchBptxPlus, &b_HLT_L1UnpairedBunchBptxPlus); + fChain->SetBranchAddress("HLT_TripleJet110_35_35_Mjj650_PFMET130", &HLT_TripleJet110_35_35_Mjj650_PFMET130, &b_HLT_TripleJet110_35_35_Mjj650_PFMET130); + fChain->SetBranchAddress("HLT_Photon60_R9Id90_CaloIdL_IsoL", &HLT_Photon60_R9Id90_CaloIdL_IsoL, &b_HLT_Photon60_R9Id90_CaloIdL_IsoL); + fChain->SetBranchAddress("HLT_Mu9_IP6_part3", &HLT_Mu9_IP6_part3, &b_HLT_Mu9_IP6_part3); + fChain->SetBranchAddress("HLT_AK8PFHT900_TrimMass50", &HLT_AK8PFHT900_TrimMass50, &b_HLT_AK8PFHT900_TrimMass50); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets100_CaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets100_CaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets100_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_Dimuon25_Jpsi", &HLT_Dimuon25_Jpsi, &b_HLT_Dimuon25_Jpsi); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT600", &HLT_Mu15_IsoVVVL_PFHT600, &b_HLT_Mu15_IsoVVVL_PFHT600); + fChain->SetBranchAddress("HLT_Rsq0p35", &HLT_Rsq0p35, &b_HLT_Rsq0p35); + fChain->SetBranchAddress("HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", &HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95, &b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95); + fChain->SetBranchAddress("HLT_RsqMR320_Rsq0p09_MR200_4jet", &HLT_RsqMR320_Rsq0p09_MR200_4jet, &b_HLT_RsqMR320_Rsq0p09_MR200_4jet); + fChain->SetBranchAddress("HLT_BTagMu_AK8DiJet170_Mu5", &HLT_BTagMu_AK8DiJet170_Mu5, &b_HLT_BTagMu_AK8DiJet170_Mu5); + fChain->SetBranchAddress("HLT_PFHT590", &HLT_PFHT590, &b_HLT_PFHT590); + fChain->SetBranchAddress("HLT_PFJet40", &HLT_PFJet40, &b_HLT_PFJet40); + fChain->SetBranchAddress("HLT_Mu9_IP6_part1", &HLT_Mu9_IP6_part1, &b_HLT_Mu9_IP6_part1); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_DoubleTrkMu_16_6_NoFiltersNoVtx", &HLT_DoubleTrkMu_16_6_NoFiltersNoVtx, &b_HLT_DoubleTrkMu_16_6_NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_DoubleMu43NoFiltersNoVtx", &HLT_DoubleMu43NoFiltersNoVtx, &b_HLT_DoubleMu43NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTauHPS30_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet70_Mu5_noalgo", &HLT_BTagMu_AK4DiJet70_Mu5_noalgo, &b_HLT_BTagMu_AK4DiJet70_Mu5_noalgo); + fChain->SetBranchAddress("HLT_Mu8_IP5_part2", &HLT_Mu8_IP5_part2, &b_HLT_Mu8_IP5_part2); + fChain->SetBranchAddress("HLT_IsoMu20", &HLT_IsoMu20, &b_HLT_IsoMu20); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet110_Mu5", &HLT_BTagMu_AK4DiJet110_Mu5, &b_HLT_BTagMu_AK4DiJet110_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK8Jet300_Mu5_noalgo", &HLT_BTagMu_AK8Jet300_Mu5_noalgo, &b_HLT_BTagMu_AK8Jet300_Mu5_noalgo); + fChain->SetBranchAddress("HLT_ZeroBias_part6", &HLT_ZeroBias_part6, &b_HLT_ZeroBias_part6); + fChain->SetBranchAddress("HLT_L1SingleMu18", &HLT_L1SingleMu18, &b_HLT_L1SingleMu18); + fChain->SetBranchAddress("HLT_Mu18_Mu9", &HLT_Mu18_Mu9, &b_HLT_Mu18_Mu9); + fChain->SetBranchAddress("HLT_SinglePhoton10_Eta3p1ForPPRef", &HLT_SinglePhoton10_Eta3p1ForPPRef, &b_HLT_SinglePhoton10_Eta3p1ForPPRef); + fChain->SetBranchAddress("HLT_TrkMu6NoFiltersNoVtx", &HLT_TrkMu6NoFiltersNoVtx, &b_HLT_TrkMu6NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Mu20", &HLT_Mu20, &b_HLT_Mu20); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ); + fChain->SetBranchAddress("HLT_DiPFJetAve220_HFJEC", &HLT_DiPFJetAve220_HFJEC, &b_HLT_DiPFJetAve220_HFJEC); + fChain->SetBranchAddress("HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", &HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55, &b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55); + fChain->SetBranchAddress("HLT_Mu8_IP5_part4", &HLT_Mu8_IP5_part4, &b_HLT_Mu8_IP5_part4); + fChain->SetBranchAddress("HLT_PFMET100_PFMHT100_IDTight_PFHT60", &HLT_PFMET100_PFMHT100_IDTight_PFHT60, &b_HLT_PFMET100_PFMHT100_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_Photon50", &HLT_Photon50, &b_HLT_Photon50); + fChain->SetBranchAddress("HLT_DiPFJetAve60", &HLT_DiPFJetAve60, &b_HLT_DiPFJetAve60); + fChain->SetBranchAddress("HLT_Trimuon5_3p5_2_Upsilon_Muon", &HLT_Trimuon5_3p5_2_Upsilon_Muon, &b_HLT_Trimuon5_3p5_2_Upsilon_Muon); + fChain->SetBranchAddress("HLT_Mu12_IP6_part1", &HLT_Mu12_IP6_part1, &b_HLT_Mu12_IP6_part1); + fChain->SetBranchAddress("HLT_QuadPFJet111_90_80_15", &HLT_QuadPFJet111_90_80_15, &b_HLT_QuadPFJet111_90_80_15); + fChain->SetBranchAddress("HLT_Ele135_CaloIdVT_GsfTrkIdT", &HLT_Ele135_CaloIdVT_GsfTrkIdT, &b_HLT_Ele135_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_PFMETTypeOne110_PFMHT110_IDTight", &HLT_PFMETTypeOne110_PFMHT110_IDTight, &b_HLT_PFMETTypeOne110_PFMHT110_IDTight); + fChain->SetBranchAddress("HLT_AK4PFJet100", &HLT_AK4PFJet100, &b_HLT_AK4PFJet100); + fChain->SetBranchAddress("HLT_ZeroBias_LastCollisionInTrain", &HLT_ZeroBias_LastCollisionInTrain, &b_HLT_ZeroBias_LastCollisionInTrain); + fChain->SetBranchAddress("HLT_PFMET110_PFMHT110_IDTight_CaloBTagDeepCSV_3p1", &HLT_PFMET110_PFMHT110_IDTight_CaloBTagDeepCSV_3p1, &b_HLT_PFMET110_PFMHT110_IDTight_CaloBTagDeepCSV_3p1); + fChain->SetBranchAddress("HLT_PFHT700_PFMET95_PFMHT95_IDTight", &HLT_PFHT700_PFMET95_PFMHT95_IDTight, &b_HLT_PFHT700_PFMET95_PFMHT95_IDTight); + fChain->SetBranchAddress("HLT_Mu23_Mu12_DZ", &HLT_Mu23_Mu12_DZ, &b_HLT_Mu23_Mu12_DZ); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto", &HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto, &b_HLT_Diphoton30_18_R9IdL_AND_HE_AND_IsoCaloId_NoPixelVeto); + fChain->SetBranchAddress("HLT_Ele28_eta2p1_WPTight_Gsf_HT150", &HLT_Ele28_eta2p1_WPTight_Gsf_HT150, &b_HLT_Ele28_eta2p1_WPTight_Gsf_HT150); + fChain->SetBranchAddress("HLT_PFMET130_PFMHT130_IDTight_CaloBTagDeepCSV_3p1", &HLT_PFMET130_PFMHT130_IDTight_CaloBTagDeepCSV_3p1, &b_HLT_PFMET130_PFMHT130_IDTight_CaloBTagDeepCSV_3p1); + fChain->SetBranchAddress("HLT_DiPFJetAve160_HFJEC", &HLT_DiPFJetAve160_HFJEC, &b_HLT_DiPFJetAve160_HFJEC); + fChain->SetBranchAddress("HLT_PFMET200_HBHE_BeamHaloCleaned", &HLT_PFMET200_HBHE_BeamHaloCleaned, &b_HLT_PFMET200_HBHE_BeamHaloCleaned); + fChain->SetBranchAddress("HLT_PFJetFwd140", &HLT_PFJetFwd140, &b_HLT_PFJetFwd140); + fChain->SetBranchAddress("HLT_DiPFJetAve260", &HLT_DiPFJetAve260, &b_HLT_DiPFJetAve260); + fChain->SetBranchAddress("HLT_Ele35_WPTight_Gsf", &HLT_Ele35_WPTight_Gsf, &b_HLT_Ele35_WPTight_Gsf); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet20_Mu5", &HLT_BTagMu_AK4DiJet20_Mu5, &b_HLT_BTagMu_AK4DiJet20_Mu5); + fChain->SetBranchAddress("HLT_MET105_IsoTrk50", &HLT_MET105_IsoTrk50, &b_HLT_MET105_IsoTrk50); + fChain->SetBranchAddress("HLT_Ele200_CaloIdVT_GsfTrkIdT", &HLT_Ele200_CaloIdVT_GsfTrkIdT, &b_HLT_Ele200_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_SinglePhoton20_Eta3p1ForPPRef", &HLT_SinglePhoton20_Eta3p1ForPPRef, &b_HLT_SinglePhoton20_Eta3p1ForPPRef); + fChain->SetBranchAddress("HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5", &HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5, &b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_0er1p5", &HLT_Dimuon0_LowMass_L1_0er1p5, &b_HLT_Dimuon0_LowMass_L1_0er1p5); + fChain->SetBranchAddress("HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", &HLT_DoubleMu4_LowMassNonResonantTrk_Displaced, &b_HLT_DoubleMu4_LowMassNonResonantTrk_Displaced); + fChain->SetBranchAddress("HLT_Ele115_CaloIdVT_GsfTrkIdT", &HLT_Ele115_CaloIdVT_GsfTrkIdT, &b_HLT_Ele115_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_SingleJet30_Mu12_SinglePFJet40", &HLT_SingleJet30_Mu12_SinglePFJet40, &b_HLT_SingleJet30_Mu12_SinglePFJet40); + fChain->SetBranchAddress("HLT_ZeroBias_part7", &HLT_ZeroBias_part7, &b_HLT_ZeroBias_part7); + fChain->SetBranchAddress("HLT_TripleMu_5_3_3_Mass3p8_DZ", &HLT_TripleMu_5_3_3_Mass3p8_DZ, &b_HLT_TripleMu_5_3_3_Mass3p8_DZ); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet170_Mu5", &HLT_BTagMu_AK4DiJet170_Mu5, &b_HLT_BTagMu_AK4DiJet170_Mu5); + fChain->SetBranchAddress("HLT_CaloJet550_NoJetID", &HLT_CaloJet550_NoJetID, &b_HLT_CaloJet550_NoJetID); + fChain->SetBranchAddress("HLT_PFMET110_PFMHT110_IDTight", &HLT_PFMET110_PFMHT110_IDTight, &b_HLT_PFMET110_PFMHT110_IDTight); + fChain->SetBranchAddress("HLT_Photon200", &HLT_Photon200, &b_HLT_Photon200); + fChain->SetBranchAddress("HLT_PFHT370", &HLT_PFHT370, &b_HLT_PFHT370); + fChain->SetBranchAddress("HLT_Photon50_R9Id90_HE10_IsoM", &HLT_Photon50_R9Id90_HE10_IsoM, &b_HLT_Photon50_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL); + fChain->SetBranchAddress("HLT_QuadPFJet105_88_76_15", &HLT_QuadPFJet105_88_76_15, &b_HLT_QuadPFJet105_88_76_15); + fChain->SetBranchAddress("HLT_HcalCalibration", &HLT_HcalCalibration, &b_HLT_HcalCalibration); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", &HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr, &b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr); + fChain->SetBranchAddress("HLT_Physics_part6", &HLT_Physics_part6, &b_HLT_Physics_part6); + fChain->SetBranchAddress("HLT_CaloMET80_NotCleaned", &HLT_CaloMET80_NotCleaned, &b_HLT_CaloMET80_NotCleaned); + fChain->SetBranchAddress("HLT_AK8PFJet60", &HLT_AK8PFJet60, &b_HLT_AK8PFJet60); + fChain->SetBranchAddress("HLT_AK8PFJet40", &HLT_AK8PFJet40, &b_HLT_AK8PFJet40); + fChain->SetBranchAddress("HLT_Mu9_IP5_part1", &HLT_Mu9_IP5_part1, &b_HLT_Mu9_IP5_part1); + fChain->SetBranchAddress("HLT_QuadPFJet105_88_76_15_PFBTagDeepCSV_1p3_VBF2", &HLT_QuadPFJet105_88_76_15_PFBTagDeepCSV_1p3_VBF2, &b_HLT_QuadPFJet105_88_76_15_PFBTagDeepCSV_1p3_VBF2); + fChain->SetBranchAddress("HLT_PFJetFwd400", &HLT_PFJetFwd400, &b_HLT_PFJetFwd400); + fChain->SetBranchAddress("HLT_PFMET130_PFMHT130_IDTight", &HLT_PFMET130_PFMHT130_IDTight, &b_HLT_PFMET130_PFMHT130_IDTight); + fChain->SetBranchAddress("HLT_Ele15_WPLoose_Gsf", &HLT_Ele15_WPLoose_Gsf, &b_HLT_Ele15_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_DoubleMu4_JpsiTrkTrk_Displaced", &HLT_DoubleMu4_JpsiTrkTrk_Displaced, &b_HLT_DoubleMu4_JpsiTrkTrk_Displaced); + fChain->SetBranchAddress("HLT_AK8PFJetFwd200", &HLT_AK8PFJetFwd200, &b_HLT_AK8PFJetFwd200); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_5M", &HLT_Dimuon0_Upsilon_L1_5M, &b_HLT_Dimuon0_Upsilon_L1_5M); + fChain->SetBranchAddress("HLT_TripleMu_12_10_5", &HLT_TripleMu_12_10_5, &b_HLT_TripleMu_12_10_5); + fChain->SetBranchAddress("HLT_Physics_part1", &HLT_Physics_part1, &b_HLT_Physics_part1); + fChain->SetBranchAddress("HLT_Mu18_Mu9_SameSign", &HLT_Mu18_Mu9_SameSign, &b_HLT_Mu18_Mu9_SameSign); + fChain->SetBranchAddress("HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4", &HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4, &b_HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4); + fChain->SetBranchAddress("HLT_L2Mu10_NoVertex_NoBPTX", &HLT_L2Mu10_NoVertex_NoBPTX, &b_HLT_L2Mu10_NoVertex_NoBPTX); + fChain->SetBranchAddress("HLT_PFHT890", &HLT_PFHT890, &b_HLT_PFHT890); + fChain->SetBranchAddress("HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", &HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx, &b_HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_PFJet320", &HLT_PFJet320, &b_HLT_PFJet320); + fChain->SetBranchAddress("HLT_TrkMu16NoFiltersNoVtx", &HLT_TrkMu16NoFiltersNoVtx, &b_HLT_TrkMu16NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_AK8PFJetFwd140", &HLT_AK8PFJetFwd140, &b_HLT_AK8PFJetFwd140); + fChain->SetBranchAddress("HLT_PFHT1050", &HLT_PFHT1050, &b_HLT_PFHT1050); + fChain->SetBranchAddress("HLT_Mu8_IP5_part3", &HLT_Mu8_IP5_part3, &b_HLT_Mu8_IP5_part3); + fChain->SetBranchAddress("HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", &HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL, &b_HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL); + fChain->SetBranchAddress("HLT_Mu9_IP4_part4", &HLT_Mu9_IP4_part4, &b_HLT_Mu9_IP4_part4); + fChain->SetBranchAddress("HLT_PFJetFwd60", &HLT_PFJetFwd60, &b_HLT_PFJetFwd60); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_Mu9_IP5_part0", &HLT_Mu9_IP5_part0, &b_HLT_Mu9_IP5_part0); + fChain->SetBranchAddress("HLT_PFJetFwd80", &HLT_PFJetFwd80, &b_HLT_PFJetFwd80); + fChain->SetBranchAddress("HLT_Photon90_CaloIdL_PFHT700", &HLT_Photon90_CaloIdL_PFHT700, &b_HLT_Photon90_CaloIdL_PFHT700); + fChain->SetBranchAddress("HLT_L2Mu23NoVtx_2Cha", &HLT_L2Mu23NoVtx_2Cha, &b_HLT_L2Mu23NoVtx_2Cha); + fChain->SetBranchAddress("HLT_DoubleMu4_PsiPrimeTrk_Displaced", &HLT_DoubleMu4_PsiPrimeTrk_Displaced, &b_HLT_DoubleMu4_PsiPrimeTrk_Displaced); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_4", &HLT_Dimuon0_LowMass_L1_4, &b_HLT_Dimuon0_LowMass_L1_4); + fChain->SetBranchAddress("HLT_BTagMu_AK4Jet300_Mu5_noalgo", &HLT_BTagMu_AK4Jet300_Mu5_noalgo, &b_HLT_BTagMu_AK4Jet300_Mu5_noalgo); + fChain->SetBranchAddress("HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", &HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass, &b_HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass); + fChain->SetBranchAddress("HLT_Photon100EBHE10", &HLT_Photon100EBHE10, &b_HLT_Photon100EBHE10); + fChain->SetBranchAddress("HLT_L2Mu50", &HLT_L2Mu50, &b_HLT_L2Mu50); + fChain->SetBranchAddress("HLT_ZeroBias_Alignment", &HLT_ZeroBias_Alignment, &b_HLT_ZeroBias_Alignment); + fChain->SetBranchAddress("HLT_Mu50_IsoVVVL_PFHT450", &HLT_Mu50_IsoVVVL_PFHT450, &b_HLT_Mu50_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed_NoL2Matched", &HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed_NoL2Matched, &b_HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed_NoL2Matched); + fChain->SetBranchAddress("HLT_PFHT180", &HLT_PFHT180, &b_HLT_PFHT180); + fChain->SetBranchAddress("HLT_CaloMET80_HBHECleaned", &HLT_CaloMET80_HBHECleaned, &b_HLT_CaloMET80_HBHECleaned); + fChain->SetBranchAddress("HLT_Mu8_IP5_part0", &HLT_Mu8_IP5_part0, &b_HLT_Mu8_IP5_part0); + fChain->SetBranchAddress("HLT_Ele17_CaloIdM_TrackIdM_PFJet30", &HLT_Ele17_CaloIdM_TrackIdM_PFJet30, &b_HLT_Ele17_CaloIdM_TrackIdM_PFJet30); + fChain->SetBranchAddress("HLT_Mu9_IP6_part4", &HLT_Mu9_IP6_part4, &b_HLT_Mu9_IP6_part4); + fChain->SetBranchAddress("HLT_PFJet60", &HLT_PFJet60, &b_HLT_PFJet60); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", &HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL, &b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu8_IP3_part4", &HLT_Mu8_IP3_part4, &b_HLT_Mu8_IP3_part4); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_Muon_L1_TM0", &HLT_Dimuon0_Upsilon_Muon_L1_TM0, &b_HLT_Dimuon0_Upsilon_Muon_L1_TM0); + fChain->SetBranchAddress("HLT_Mu8_IP3_part0", &HLT_Mu8_IP3_part0, &b_HLT_Mu8_IP3_part0); + fChain->SetBranchAddress("HLT_DiPFJetAve320", &HLT_DiPFJetAve320, &b_HLT_DiPFJetAve320); + fChain->SetBranchAddress("HLT_Ele28_WPTight_Gsf", &HLT_Ele28_WPTight_Gsf, &b_HLT_Ele28_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Photon20_HoverELoose", &HLT_Photon20_HoverELoose, &b_HLT_Photon20_HoverELoose); + fChain->SetBranchAddress("HLT_DiPFJetAve80", &HLT_DiPFJetAve80, &b_HLT_DiPFJetAve80); + fChain->SetBranchAddress("HLT_Mu8", &HLT_Mu8, &b_HLT_Mu8); + fChain->SetBranchAddress("HLT_Mu17", &HLT_Mu17, &b_HLT_Mu17); + fChain->SetBranchAddress("HLT_PFMET120_PFMHT120_IDTight_CaloBTagDeepCSV_3p1", &HLT_PFMET120_PFMHT120_IDTight_CaloBTagDeepCSV_3p1, &b_HLT_PFMET120_PFMHT120_IDTight_CaloBTagDeepCSV_3p1); + fChain->SetBranchAddress("HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagDeepCSV_p71", &HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagDeepCSV_p71, &b_HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_PFHT400_SixPFJet32_DoublePFBTagDeepCSV_2p94", &HLT_PFHT400_SixPFJet32_DoublePFBTagDeepCSV_2p94, &b_HLT_PFHT400_SixPFJet32_DoublePFBTagDeepCSV_2p94); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3); + fChain->SetBranchAddress("HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", &HLT_DoubleMu20_7_Mass0to30_L1_DM4EG, &b_HLT_DoubleMu20_7_Mass0to30_L1_DM4EG); + fChain->SetBranchAddress("HLT_Mu12_DoublePhoton20", &HLT_Mu12_DoublePhoton20, &b_HLT_Mu12_DoublePhoton20); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTauHPS30_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_PFHT510", &HLT_PFHT510, &b_HLT_PFHT510); + fChain->SetBranchAddress("HLT_Mu9_IP4_part1", &HLT_Mu9_IP4_part1, &b_HLT_Mu9_IP4_part1); + fChain->SetBranchAddress("HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", &HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55, &b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55); + fChain->SetBranchAddress("HLT_PFJetFwd40", &HLT_PFJetFwd40, &b_HLT_PFJetFwd40); + fChain->SetBranchAddress("HLT_Photon120", &HLT_Photon120, &b_HLT_Photon120); + fChain->SetBranchAddress("HLT_AK8PFJet200", &HLT_AK8PFJet200, &b_HLT_AK8PFJet200); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5er2p0", &HLT_Dimuon0_Upsilon_L1_4p5er2p0, &b_HLT_Dimuon0_Upsilon_L1_4p5er2p0); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30); + fChain->SetBranchAddress("HLT_Photon100EB_TightID_TightIso", &HLT_Photon100EB_TightID_TightIso, &b_HLT_Photon100EB_TightID_TightIso); + fChain->SetBranchAddress("HLT_DiPFJetAve500", &HLT_DiPFJetAve500, &b_HLT_DiPFJetAve500); + fChain->SetBranchAddress("HLT_SinglePhoton30_Eta3p1ForPPRef", &HLT_SinglePhoton30_Eta3p1ForPPRef, &b_HLT_SinglePhoton30_Eta3p1ForPPRef); + fChain->SetBranchAddress("HLT_IsoMu24", &HLT_IsoMu24, &b_HLT_IsoMu24); + fChain->SetBranchAddress("HLT_PFMETTypeOne120_PFMHT120_IDTight", &HLT_PFMETTypeOne120_PFMHT120_IDTight, &b_HLT_PFMETTypeOne120_PFMHT120_IDTight); + fChain->SetBranchAddress("HLT_Mu18_Mu9_SameSign_DZ", &HLT_Mu18_Mu9_SameSign_DZ, &b_HLT_Mu18_Mu9_SameSign_DZ); + fChain->SetBranchAddress("HLT_PFMET140_PFMHT140_IDTight", &HLT_PFMET140_PFMHT140_IDTight, &b_HLT_PFMET140_PFMHT140_IDTight); + fChain->SetBranchAddress("HLT_Mu25_TkMu0_Phi", &HLT_Mu25_TkMu0_Phi, &b_HLT_Mu25_TkMu0_Phi); + fChain->SetBranchAddress("HLT_AK4CaloJet100", &HLT_AK4CaloJet100, &b_HLT_AK4CaloJet100); + fChain->SetBranchAddress("HLT_Mu15", &HLT_Mu15, &b_HLT_Mu15); + fChain->SetBranchAddress("HLT_Mu9_IP4_part0", &HLT_Mu9_IP4_part0, &b_HLT_Mu9_IP4_part0); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_DiJet110_35_Mjj650_PFMET130", &HLT_DiJet110_35_Mjj650_PFMET130, &b_HLT_DiJet110_35_Mjj650_PFMET130); + fChain->SetBranchAddress("HLT_PFJet550", &HLT_PFJet550, &b_HLT_PFJet550); + fChain->SetBranchAddress("HLT_DiPFJetAve400", &HLT_DiPFJetAve400, &b_HLT_DiPFJetAve400); + fChain->SetBranchAddress("HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", &HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon, &b_HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon); + fChain->SetBranchAddress("HLT_PFHT450_SixPFJet36", &HLT_PFHT450_SixPFJet36, &b_HLT_PFHT450_SixPFJet36); + fChain->SetBranchAddress("HLT_QuadPFJet103_88_75_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1", &HLT_QuadPFJet103_88_75_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1, &b_HLT_QuadPFJet103_88_75_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1); + fChain->SetBranchAddress("HLT_L1UnpairedBunchBptxMinus", &HLT_L1UnpairedBunchBptxMinus, &b_HLT_L1UnpairedBunchBptxMinus); + fChain->SetBranchAddress("HLT_CaloMET90_HBHECleaned", &HLT_CaloMET90_HBHECleaned, &b_HLT_CaloMET90_HBHECleaned); + fChain->SetBranchAddress("HLT_TriplePhoton_30_30_10_CaloIdLV2", &HLT_TriplePhoton_30_30_10_CaloIdLV2, &b_HLT_TriplePhoton_30_30_10_CaloIdLV2); + fChain->SetBranchAddress("HLT_AK8PFJet320", &HLT_AK8PFJet320, &b_HLT_AK8PFJet320); + fChain->SetBranchAddress("HLT_ZeroBias_part0", &HLT_ZeroBias_part0, &b_HLT_ZeroBias_part0); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_Mu37_TkMu27", &HLT_Mu37_TkMu27, &b_HLT_Mu37_TkMu27); + fChain->SetBranchAddress("HLT_IsoMu24_TwoProngs35", &HLT_IsoMu24_TwoProngs35, &b_HLT_IsoMu24_TwoProngs35); + fChain->SetBranchAddress("HLT_Mu12_IP6_part4", &HLT_Mu12_IP6_part4, &b_HLT_Mu12_IP6_part4); + fChain->SetBranchAddress("HLT_DoubleL2Mu23NoVtx_2Cha_NoL2Matched", &HLT_DoubleL2Mu23NoVtx_2Cha_NoL2Matched, &b_HLT_DoubleL2Mu23NoVtx_2Cha_NoL2Matched); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np2", &HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np2, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_np2); + fChain->SetBranchAddress("HLT_PFHT780", &HLT_PFHT780, &b_HLT_PFHT780); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass", &HLT_Dimuon0_LowMass, &b_HLT_Dimuon0_LowMass); + fChain->SetBranchAddress("HLT_Mu7p5_Track7_Upsilon", &HLT_Mu7p5_Track7_Upsilon, &b_HLT_Mu7p5_Track7_Upsilon); + fChain->SetBranchAddress("HLT_IsoMu30", &HLT_IsoMu30, &b_HLT_IsoMu30); + fChain->SetBranchAddress("HLT_DoubleEle27_CaloIdL_MW", &HLT_DoubleEle27_CaloIdL_MW, &b_HLT_DoubleEle27_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Mu4_TrkIsoVVL_DiPFJet90_40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", &HLT_Mu4_TrkIsoVVL_DiPFJet90_40_DEta3p5_MJJ750_HTT300_PFMETNoMu60, &b_HLT_Mu4_TrkIsoVVL_DiPFJet90_40_DEta3p5_MJJ750_HTT300_PFMETNoMu60); + fChain->SetBranchAddress("HLT_CaloMET90_NotCleaned", &HLT_CaloMET90_NotCleaned, &b_HLT_CaloMET90_NotCleaned); + fChain->SetBranchAddress("HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", &HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL, &b_HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM", &HLT_Photon75_R9Id90_HE10_IsoM, &b_HLT_Photon75_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", &HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX, &b_HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX); + fChain->SetBranchAddress("HLT_DoublePFJets40_CaloBTagDeepCSV_p71", &HLT_DoublePFJets40_CaloBTagDeepCSV_p71, &b_HLT_DoublePFJets40_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_PFHT450_SixPFJet36_PFBTagDeepCSV_1p59", &HLT_PFHT450_SixPFJet36_PFBTagDeepCSV_1p59, &b_HLT_PFHT450_SixPFJet36_PFBTagDeepCSV_1p59); + fChain->SetBranchAddress("HLT_Mu50", &HLT_Mu50, &b_HLT_Mu50); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_NoVertexing_NoOS", &HLT_Dimuon0_Jpsi_NoVertexing_NoOS, &b_HLT_Dimuon0_Jpsi_NoVertexing_NoOS); + fChain->SetBranchAddress("HLT_Photon30_HoverELoose", &HLT_Photon30_HoverELoose, &b_HLT_Photon30_HoverELoose); + fChain->SetBranchAddress("HLT_Mu7_IP4_part4", &HLT_Mu7_IP4_part4, &b_HLT_Mu7_IP4_part4); + fChain->SetBranchAddress("HLT_IsoTrackHB", &HLT_IsoTrackHB, &b_HLT_IsoTrackHB); + fChain->SetBranchAddress("HLT_AK4CaloJet40", &HLT_AK4CaloJet40, &b_HLT_AK4CaloJet40); + fChain->SetBranchAddress("HLT_AK8PFJet400_TrimMass30", &HLT_AK8PFJet400_TrimMass30, &b_HLT_AK8PFJet400_TrimMass30); + fChain->SetBranchAddress("HLT_HcalPhiSym", &HLT_HcalPhiSym, &b_HLT_HcalPhiSym); + fChain->SetBranchAddress("HLT_AK8PFJet80", &HLT_AK8PFJet80, &b_HLT_AK8PFJet80); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4", &HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4, &b_HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_NoVertexing", &HLT_Dimuon0_Jpsi_NoVertexing, &b_HLT_Dimuon0_Jpsi_NoVertexing); + fChain->SetBranchAddress("HLT_TripleJet110_35_35_Mjj650_PFMET120", &HLT_TripleJet110_35_35_Mjj650_PFMET120, &b_HLT_TripleJet110_35_35_Mjj650_PFMET120); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTauHPS40_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", &HLT_PFMETNoMu120_PFMHTNoMu120_IDTight, &b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3); + fChain->SetBranchAddress("HLT_Mu30_TkMu0_Upsilon", &HLT_Mu30_TkMu0_Upsilon, &b_HLT_Mu30_TkMu0_Upsilon); + fChain->SetBranchAddress("HLT_Dimuon24_Upsilon_noCorrL1", &HLT_Dimuon24_Upsilon_noCorrL1, &b_HLT_Dimuon24_Upsilon_noCorrL1); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight); + fChain->SetBranchAddress("HLT_QuadPFJet98_83_71_15", &HLT_QuadPFJet98_83_71_15, &b_HLT_QuadPFJet98_83_71_15); + fChain->SetBranchAddress("HLT_PFMET300_HBHECleaned", &HLT_PFMET300_HBHECleaned, &b_HLT_PFMET300_HBHECleaned); + fChain->SetBranchAddress("HLT_Mu30_TkMu0_Psi", &HLT_Mu30_TkMu0_Psi, &b_HLT_Mu30_TkMu0_Psi); + fChain->SetBranchAddress("HLT_DoubleMu4_JpsiTrk_Displaced", &HLT_DoubleMu4_JpsiTrk_Displaced, &b_HLT_DoubleMu4_JpsiTrk_Displaced); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3); + fChain->SetBranchAddress("HLT_ZeroBias_part4", &HLT_ZeroBias_part4, &b_HLT_ZeroBias_part4); + fChain->SetBranchAddress("HLT_Ele40_WPTight_Gsf", &HLT_Ele40_WPTight_Gsf, &b_HLT_Ele40_WPTight_Gsf); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTauHPS40_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_Photon120_R9Id90_HE10_IsoM", &HLT_Photon120_R9Id90_HE10_IsoM, &b_HLT_Photon120_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", &HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL, &b_HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL); + fChain->SetBranchAddress("HLT_Ele30_WPTight_Gsf", &HLT_Ele30_WPTight_Gsf, &b_HLT_Ele30_WPTight_Gsf); + fChain->SetBranchAddress("HLT_PFHT400_SixPFJet32", &HLT_PFHT400_SixPFJet32, &b_HLT_PFHT400_SixPFJet32); + fChain->SetBranchAddress("HLT_HT550_DisplacedDijet60_Inclusive", &HLT_HT550_DisplacedDijet60_Inclusive, &b_HLT_HT550_DisplacedDijet60_Inclusive); + fChain->SetBranchAddress("HLT_DoublePFJets100_CaloBTagDeepCSV_p71", &HLT_DoublePFJets100_CaloBTagDeepCSV_p71, &b_HLT_DoublePFJets100_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30_CaloBtagDeepCSV_1p5", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30_CaloBtagDeepCSV_1p5, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30_CaloBtagDeepCSV_1p5); + fChain->SetBranchAddress("HLT_RsqMR320_Rsq0p09_MR200", &HLT_RsqMR320_Rsq0p09_MR200, &b_HLT_RsqMR320_Rsq0p09_MR200); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1); + fChain->SetBranchAddress("HLT_DiMu4_Ele9_CaloIdL_TrackIdL_DZ_Mass3p8", &HLT_DiMu4_Ele9_CaloIdL_TrackIdL_DZ_Mass3p8, &b_HLT_DiMu4_Ele9_CaloIdL_TrackIdL_DZ_Mass3p8); + fChain->SetBranchAddress("HLT_Dimuon20_Jpsi_Barrel_Seagulls", &HLT_Dimuon20_Jpsi_Barrel_Seagulls, &b_HLT_Dimuon20_Jpsi_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", &HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi, &b_HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p1", &HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p1, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagDeepCSV_p1); + fChain->SetBranchAddress("HLT_ECALHT800", &HLT_ECALHT800, &b_HLT_ECALHT800); + fChain->SetBranchAddress("HLT_ZeroBias_part2", &HLT_ZeroBias_part2, &b_HLT_ZeroBias_part2); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_TM530", &HLT_Dimuon0_LowMass_L1_TM530, &b_HLT_Dimuon0_LowMass_L1_TM530); + fChain->SetBranchAddress("HLT_Mu3er1p5_PFJet100er2p5_PFMET90_PFMHT90_IDTight", &HLT_Mu3er1p5_PFJet100er2p5_PFMET90_PFMHT90_IDTight, &b_HLT_Mu3er1p5_PFJet100er2p5_PFMET90_PFMHT90_IDTight); + fChain->SetBranchAddress("HLT_L2Mu10_NoVertex_NoBPTX3BX", &HLT_L2Mu10_NoVertex_NoBPTX3BX, &b_HLT_L2Mu10_NoVertex_NoBPTX3BX); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagDeepCSV_p71", &HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagDeepCSV_p71, &b_HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_CaloMET350_HBHECleaned", &HLT_CaloMET350_HBHECleaned, &b_HLT_CaloMET350_HBHECleaned); + fChain->SetBranchAddress("HLT_Mu7p5_Track3p5_Upsilon", &HLT_Mu7p5_Track3p5_Upsilon, &b_HLT_Mu7p5_Track3p5_Upsilon); + fChain->SetBranchAddress("HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", &HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142, &b_HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", &HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60, &b_HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60); + fChain->SetBranchAddress("HLT_BTagMu_AK8DiJet170_Mu5_noalgo", &HLT_BTagMu_AK8DiJet170_Mu5_noalgo, &b_HLT_BTagMu_AK8DiJet170_Mu5_noalgo); + fChain->SetBranchAddress("HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", &HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX, &b_HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTauHPS27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_HcalIsolatedbunch", &HLT_HcalIsolatedbunch, &b_HLT_HcalIsolatedbunch); + fChain->SetBranchAddress("HLT_AK8PFJet500", &HLT_AK8PFJet500, &b_HLT_AK8PFJet500); + fChain->SetBranchAddress("HLT_Random", &HLT_Random, &b_HLT_Random); + fChain->SetBranchAddress("HLT_DoubleL2Mu23NoVtx_2Cha", &HLT_DoubleL2Mu23NoVtx_2Cha, &b_HLT_DoubleL2Mu23NoVtx_2Cha); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_CaloDiJet30); + fChain->SetBranchAddress("HLT_PFHT350MinPFJet15", &HLT_PFHT350MinPFJet15, &b_HLT_PFHT350MinPFJet15); + fChain->SetBranchAddress("HLT_QuadPFJet98_83_71_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1", &HLT_QuadPFJet98_83_71_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1, &b_HLT_QuadPFJet98_83_71_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1); + fChain->SetBranchAddress("HLT_PFHT680", &HLT_PFHT680, &b_HLT_PFHT680); + fChain->SetBranchAddress("HLT_Mu37_Ele27_CaloIdL_MW", &HLT_Mu37_Ele27_CaloIdL_MW, &b_HLT_Mu37_Ele27_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_DiPFJetAve80_HFJEC", &HLT_DiPFJetAve80_HFJEC, &b_HLT_DiPFJetAve80_HFJEC); + fChain->SetBranchAddress("HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_ZeroBias_FirstCollisionInTrain", &HLT_ZeroBias_FirstCollisionInTrain, &b_HLT_ZeroBias_FirstCollisionInTrain); + fChain->SetBranchAddress("HLT_Mu9_IP5_part2", &HLT_Mu9_IP5_part2, &b_HLT_Mu9_IP5_part2); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_PFBtagDeepCSV_1p5", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_PFBtagDeepCSV_1p5, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_PFBtagDeepCSV_1p5); + fChain->SetBranchAddress("HLT_PFJetFwd200", &HLT_PFJetFwd200, &b_HLT_PFJetFwd200); + fChain->SetBranchAddress("HLT_Physics_part2", &HLT_Physics_part2, &b_HLT_Physics_part2); + fChain->SetBranchAddress("HLT_DoubleMu20_7_Mass0to30_L1_DM4", &HLT_DoubleMu20_7_Mass0to30_L1_DM4, &b_HLT_DoubleMu20_7_Mass0to30_L1_DM4); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1", &HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1, &b_HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet170_Mu5_noalgo", &HLT_BTagMu_AK4DiJet170_Mu5_noalgo, &b_HLT_BTagMu_AK4DiJet170_Mu5_noalgo); + fChain->SetBranchAddress("HLT_DoublePhoton33_CaloIdL", &HLT_DoublePhoton33_CaloIdL, &b_HLT_DoublePhoton33_CaloIdL); + fChain->SetBranchAddress("HLT_Mu12_IP6_part2", &HLT_Mu12_IP6_part2, &b_HLT_Mu12_IP6_part2); + fChain->SetBranchAddress("HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", &HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ, &b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ); + fChain->SetBranchAddress("HLT_PFJet140", &HLT_PFJet140, &b_HLT_PFJet140); + fChain->SetBranchAddress("HLT_PFHT250", &HLT_PFHT250, &b_HLT_PFHT250); + fChain->SetBranchAddress("HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", &HLT_PFMETNoMu130_PFMHTNoMu130_IDTight, &b_HLT_PFMETNoMu130_PFMHTNoMu130_IDTight); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTauHPS35_Trk1_TightID_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_Mu8_IP6_part0", &HLT_Mu8_IP6_part0, &b_HLT_Mu8_IP6_part0); + fChain->SetBranchAddress("HLT_CDC_L2cosmic_5_er1p0", &HLT_CDC_L2cosmic_5_er1p0, &b_HLT_CDC_L2cosmic_5_er1p0); + fChain->SetBranchAddress("HLT_AK8PFJetFwd25", &HLT_AK8PFJetFwd25, &b_HLT_AK8PFJetFwd25); + fChain->SetBranchAddress("HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", &HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL, &b_HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", &HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL, &b_HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1", &HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1, &b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_EcalCalibration", &HLT_EcalCalibration, &b_HLT_EcalCalibration); + fChain->SetBranchAddress("HLT_HT650_DisplacedDijet60_Inclusive", &HLT_HT650_DisplacedDijet60_Inclusive, &b_HLT_HT650_DisplacedDijet60_Inclusive); + fChain->SetBranchAddress("HLT_QuadPFJet103_88_75_15_PFBTagDeepCSV_1p3_VBF2", &HLT_QuadPFJet103_88_75_15_PFBTagDeepCSV_1p3_VBF2, &b_HLT_QuadPFJet103_88_75_15_PFBTagDeepCSV_1p3_VBF2); + fChain->SetBranchAddress("HLT_AK4CaloJet50", &HLT_AK4CaloJet50, &b_HLT_AK4CaloJet50); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8); + fChain->SetBranchAddress("HLT_PFMET120_PFMHT120_IDTight", &HLT_PFMET120_PFMHT120_IDTight, &b_HLT_PFMET120_PFMHT120_IDTight); + fChain->SetBranchAddress("HLT_TriplePhoton_20_20_20_CaloIdLV2", &HLT_TriplePhoton_20_20_20_CaloIdLV2, &b_HLT_TriplePhoton_20_20_20_CaloIdLV2); + fChain->SetBranchAddress("HLT_ZeroBias_IsolatedBunches", &HLT_ZeroBias_IsolatedBunches, &b_HLT_ZeroBias_IsolatedBunches); + fChain->SetBranchAddress("HLT_PFHT700_PFMET85_PFMHT85_IDTight", &HLT_PFHT700_PFMET85_PFMHT85_IDTight, &b_HLT_PFHT700_PFMET85_PFMHT85_IDTight); + fChain->SetBranchAddress("HLT_Physics_part0", &HLT_Physics_part0, &b_HLT_Physics_part0); + fChain->SetBranchAddress("HLT_Mu8_IP6_part4", &HLT_Mu8_IP6_part4, &b_HLT_Mu8_IP6_part4); + fChain->SetBranchAddress("HLT_BTagMu_AK8Jet300_Mu5", &HLT_BTagMu_AK8Jet300_Mu5, &b_HLT_BTagMu_AK8Jet300_Mu5); + fChain->SetBranchAddress("HLT_PFHT500_PFMET100_PFMHT100_IDTight", &HLT_PFHT500_PFMET100_PFMHT100_IDTight, &b_HLT_PFHT500_PFMET100_PFMHT100_IDTight); + fChain->SetBranchAddress("HLT_DoublePFJets350_CaloBTagDeepCSV_p71", &HLT_DoublePFJets350_CaloBTagDeepCSV_p71, &b_HLT_DoublePFJets350_CaloBTagDeepCSV_p71); + fChain->SetBranchAddress("HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", &HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60, &b_HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_RsqMR300_Rsq0p09_MR200_4jet", &HLT_RsqMR300_Rsq0p09_MR200_4jet, &b_HLT_RsqMR300_Rsq0p09_MR200_4jet); + fChain->SetBranchAddress("HLT_Mu18_Mu9_DZ", &HLT_Mu18_Mu9_DZ, &b_HLT_Mu18_Mu9_DZ); + fChain->SetBranchAddress("HLT_Mu8_IP3_part2", &HLT_Mu8_IP3_part2, &b_HLT_Mu8_IP3_part2); + fChain->SetBranchAddress("HLT_Mu8_IP6_part1", &HLT_Mu8_IP6_part1, &b_HLT_Mu8_IP6_part1); + fChain->SetBranchAddress("HLT_QuadPFJet111_90_80_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1", &HLT_QuadPFJet111_90_80_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1, &b_HLT_QuadPFJet111_90_80_15_DoublePFBTagDeepCSV_1p3_7p7_VBF1); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_5", &HLT_Dimuon0_Upsilon_L1_5, &b_HLT_Dimuon0_Upsilon_L1_5); + fChain->SetBranchAddress("HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", &HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx, &b_HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", &HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL, &b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Ele17_WPLoose_Gsf", &HLT_Ele17_WPLoose_Gsf, &b_HLT_Ele17_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3); + fChain->SetBranchAddress("L1_DoubleMu0er2p0_SQ_dR_Max1p4", &L1_DoubleMu0er2p0_SQ_dR_Max1p4, &b_L1_DoubleMu0er2p0_SQ_dR_Max1p4); + fChain->SetBranchAddress("L1_SingleJet60", &L1_SingleJet60, &b_L1_SingleJet60); + fChain->SetBranchAddress("L1_ETMHF120_NotSecondBunchInTrain", &L1_ETMHF120_NotSecondBunchInTrain, &b_L1_ETMHF120_NotSecondBunchInTrain); + fChain->SetBranchAddress("L1_IsoEG32er2p5_Mt48", &L1_IsoEG32er2p5_Mt48, &b_L1_IsoEG32er2p5_Mt48); + fChain->SetBranchAddress("L1_SingleEG40er2p5", &L1_SingleEG40er2p5, &b_L1_SingleEG40er2p5); + fChain->SetBranchAddress("L1_DoubleIsoTau32er2p1", &L1_DoubleIsoTau32er2p1, &b_L1_DoubleIsoTau32er2p1); + fChain->SetBranchAddress("L1_DoubleMu4p5_SQ_OS_dR_Max1p2", &L1_DoubleMu4p5_SQ_OS_dR_Max1p2, &b_L1_DoubleMu4p5_SQ_OS_dR_Max1p2); + fChain->SetBranchAddress("L1_SingleEG10er2p5", &L1_SingleEG10er2p5, &b_L1_SingleEG10er2p5); + fChain->SetBranchAddress("L1_SingleJet140er2p5_ETMHF80", &L1_SingleJet140er2p5_ETMHF80, &b_L1_SingleJet140er2p5_ETMHF80); + fChain->SetBranchAddress("L1_DoubleEG_22_10_er2p5", &L1_DoubleEG_22_10_er2p5, &b_L1_DoubleEG_22_10_er2p5); + fChain->SetBranchAddress("L1_BPTX_NotOR_VME", &L1_BPTX_NotOR_VME, &b_L1_BPTX_NotOR_VME); + fChain->SetBranchAddress("L1_DoubleEG8er2p5_HTT260er", &L1_DoubleEG8er2p5_HTT260er, &b_L1_DoubleEG8er2p5_HTT260er); + fChain->SetBranchAddress("L1_BPTX_OR_Ref4_VME", &L1_BPTX_OR_Ref4_VME, &b_L1_BPTX_OR_Ref4_VME); + fChain->SetBranchAddress("L1_SingleMu22_OMTF", &L1_SingleMu22_OMTF, &b_L1_SingleMu22_OMTF); + fChain->SetBranchAddress("L1_DoubleJet112er2p3_dEta_Max1p6", &L1_DoubleJet112er2p3_dEta_Max1p6, &b_L1_DoubleJet112er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_ETMHF110", &L1_ETMHF110, &b_L1_ETMHF110); + fChain->SetBranchAddress("L1_QuadJet_95_75_65_20_DoubleJet_75_65_er2p5_Jet20_FWD3p0", &L1_QuadJet_95_75_65_20_DoubleJet_75_65_er2p5_Jet20_FWD3p0, &b_L1_QuadJet_95_75_65_20_DoubleJet_75_65_er2p5_Jet20_FWD3p0); + fChain->SetBranchAddress("L1_BPTX_BeamGas_Ref2_VME", &L1_BPTX_BeamGas_Ref2_VME, &b_L1_BPTX_BeamGas_Ref2_VME); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4", &L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4, &b_L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4); + fChain->SetBranchAddress("L1_SingleMu18", &L1_SingleMu18, &b_L1_SingleMu18); + fChain->SetBranchAddress("L1_SingleMu20", &L1_SingleMu20, &b_L1_SingleMu20); + fChain->SetBranchAddress("L1_BptxXOR", &L1_BptxXOR, &b_L1_BptxXOR); + fChain->SetBranchAddress("L1_HTT200er", &L1_HTT200er, &b_L1_HTT200er); + fChain->SetBranchAddress("L1_SingleMu22_EMTF", &L1_SingleMu22_EMTF, &b_L1_SingleMu22_EMTF); + fChain->SetBranchAddress("L1_SecondBunchInTrain", &L1_SecondBunchInTrain, &b_L1_SecondBunchInTrain); + fChain->SetBranchAddress("L1_SingleMu18er1p5", &L1_SingleMu18er1p5, &b_L1_SingleMu18er1p5); + fChain->SetBranchAddress("L1_TripleMu3", &L1_TripleMu3, &b_L1_TripleMu3); + fChain->SetBranchAddress("L1_TripleMu_5SQ_3SQ_0OQ", &L1_TripleMu_5SQ_3SQ_0OQ, &b_L1_TripleMu_5SQ_3SQ_0OQ); + fChain->SetBranchAddress("L1_LastCollisionInTrain", &L1_LastCollisionInTrain, &b_L1_LastCollisionInTrain); + fChain->SetBranchAddress("L1_DoubleJet_100_30_DoubleJet30_Mass_Min620", &L1_DoubleJet_100_30_DoubleJet30_Mass_Min620, &b_L1_DoubleJet_100_30_DoubleJet30_Mass_Min620); + fChain->SetBranchAddress("L1_FirstBunchInTrain", &L1_FirstBunchInTrain, &b_L1_FirstBunchInTrain); + fChain->SetBranchAddress("L1_DoubleLooseIsoEG24er2p1", &L1_DoubleLooseIsoEG24er2p1, &b_L1_DoubleLooseIsoEG24er2p1); + fChain->SetBranchAddress("L1_Mu3_Jet120er2p5_dR_Max0p8", &L1_Mu3_Jet120er2p5_dR_Max0p8, &b_L1_Mu3_Jet120er2p5_dR_Max0p8); + fChain->SetBranchAddress("L1_DoubleEG_25_14_er2p5", &L1_DoubleEG_25_14_er2p5, &b_L1_DoubleEG_25_14_er2p5); + fChain->SetBranchAddress("L1_DoubleMu4_SQ_OS", &L1_DoubleMu4_SQ_OS, &b_L1_DoubleMu4_SQ_OS); + fChain->SetBranchAddress("L1_ZeroBias_copy", &L1_ZeroBias_copy, &b_L1_ZeroBias_copy); + fChain->SetBranchAddress("L1_HTT280er_QuadJet_70_55_40_35_er2p4", &L1_HTT280er_QuadJet_70_55_40_35_er2p4, &b_L1_HTT280er_QuadJet_70_55_40_35_er2p4); + fChain->SetBranchAddress("L1_LooseIsoEG28er2p1_HTT100er", &L1_LooseIsoEG28er2p1_HTT100er, &b_L1_LooseIsoEG28er2p1_HTT100er); + fChain->SetBranchAddress("L1_QuadMu0_OQ", &L1_QuadMu0_OQ, &b_L1_QuadMu0_OQ); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ_OS", &L1_DoubleMu0er1p5_SQ_OS, &b_L1_DoubleMu0er1p5_SQ_OS); + fChain->SetBranchAddress("L1_BPTX_BeamGas_B2_VME", &L1_BPTX_BeamGas_B2_VME, &b_L1_BPTX_BeamGas_B2_VME); + fChain->SetBranchAddress("L1_SingleJet120er2p5", &L1_SingleJet120er2p5, &b_L1_SingleJet120er2p5); + fChain->SetBranchAddress("L1_DoubleLooseIsoEG22er2p1", &L1_DoubleLooseIsoEG22er2p1, &b_L1_DoubleLooseIsoEG22er2p1); + fChain->SetBranchAddress("L1_SingleJet8erHE", &L1_SingleJet8erHE, &b_L1_SingleJet8erHE); + fChain->SetBranchAddress("L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", &L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142, &b_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142); + fChain->SetBranchAddress("L1_BPTX_AND_Ref4_VME", &L1_BPTX_AND_Ref4_VME, &b_L1_BPTX_AND_Ref4_VME); + fChain->SetBranchAddress("L1_DoubleEG8er2p5_HTT280er", &L1_DoubleEG8er2p5_HTT280er, &b_L1_DoubleEG8er2p5_HTT280er); + fChain->SetBranchAddress("L1_FirstBunchAfterTrain", &L1_FirstBunchAfterTrain, &b_L1_FirstBunchAfterTrain); + fChain->SetBranchAddress("L1_SingleIsoEG28er1p5", &L1_SingleIsoEG28er1p5, &b_L1_SingleIsoEG28er1p5); + fChain->SetBranchAddress("L1_HTT320er_QuadJet_70_55_40_40_er2p4", &L1_HTT320er_QuadJet_70_55_40_40_er2p4, &b_L1_HTT320er_QuadJet_70_55_40_40_er2p4); + fChain->SetBranchAddress("L1_HTT320er_QuadJet_80_60_er2p1_45_40_er2p3", &L1_HTT320er_QuadJet_80_60_er2p1_45_40_er2p3, &b_L1_HTT320er_QuadJet_80_60_er2p1_45_40_er2p3); + fChain->SetBranchAddress("L1_SingleJet90er2p5", &L1_SingleJet90er2p5, &b_L1_SingleJet90er2p5); + fChain->SetBranchAddress("L1_DoubleMu5_SQ_EG9er2p5", &L1_DoubleMu5_SQ_EG9er2p5, &b_L1_DoubleMu5_SQ_EG9er2p5); + fChain->SetBranchAddress("L1_DoubleEG8er2p5_HTT320er", &L1_DoubleEG8er2p5_HTT320er, &b_L1_DoubleEG8er2p5_HTT320er); + fChain->SetBranchAddress("L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9", &L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9, &b_L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ", &L1_DoubleMu0er1p5_SQ, &b_L1_DoubleMu0er1p5_SQ); + fChain->SetBranchAddress("L1_QuadJet36er2p5_IsoTau52er2p1", &L1_QuadJet36er2p5_IsoTau52er2p1, &b_L1_QuadJet36er2p5_IsoTau52er2p1); + fChain->SetBranchAddress("L1_TripleEG_16_15_8_er2p5", &L1_TripleEG_16_15_8_er2p5, &b_L1_TripleEG_16_15_8_er2p5); + fChain->SetBranchAddress("L1_DoubleIsoTau36er2p1", &L1_DoubleIsoTau36er2p1, &b_L1_DoubleIsoTau36er2p1); + fChain->SetBranchAddress("L1_DoubleJet30er2p5_Mass_Min150_dEta_Max1p5", &L1_DoubleJet30er2p5_Mass_Min150_dEta_Max1p5, &b_L1_DoubleJet30er2p5_Mass_Min150_dEta_Max1p5); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau32er2p1", &L1_Mu22er2p1_IsoTau32er2p1, &b_L1_Mu22er2p1_IsoTau32er2p1); + fChain->SetBranchAddress("L1_SingleMuCosmics_BMTF", &L1_SingleMuCosmics_BMTF, &b_L1_SingleMuCosmics_BMTF); + fChain->SetBranchAddress("L1_DoubleEG8er2p5_HTT300er", &L1_DoubleEG8er2p5_HTT300er, &b_L1_DoubleEG8er2p5_HTT300er); + fChain->SetBranchAddress("L1_SingleJet90_FWD3p0", &L1_SingleJet90_FWD3p0, &b_L1_SingleJet90_FWD3p0); + fChain->SetBranchAddress("L1_SingleEG36er2p5", &L1_SingleEG36er2p5, &b_L1_SingleEG36er2p5); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF50_HTT60er", &L1_DoubleMu3_SQ_ETMHF50_HTT60er, &b_L1_DoubleMu3_SQ_ETMHF50_HTT60er); + fChain->SetBranchAddress("L1_Mu3_Jet60er2p5_dR_Max0p4", &L1_Mu3_Jet60er2p5_dR_Max0p4, &b_L1_Mu3_Jet60er2p5_dR_Max0p4); + fChain->SetBranchAddress("L1_ETMHF120", &L1_ETMHF120, &b_L1_ETMHF120); + fChain->SetBranchAddress("L1_BptxOR", &L1_BptxOR, &b_L1_BptxOR); + fChain->SetBranchAddress("L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4", &L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4, &b_L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4); + fChain->SetBranchAddress("L1_IsoEG32er2p5_Mt44", &L1_IsoEG32er2p5_Mt44, &b_L1_IsoEG32er2p5_Mt44); + fChain->SetBranchAddress("L1_SingleIsoEG24er2p1", &L1_SingleIsoEG24er2p1, &b_L1_SingleIsoEG24er2p1); + fChain->SetBranchAddress("L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6", &L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6, &b_L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_Mu3er1p5_Jet100er2p5_ETMHF50", &L1_Mu3er1p5_Jet100er2p5_ETMHF50, &b_L1_Mu3er1p5_Jet100er2p5_ETMHF50); + fChain->SetBranchAddress("L1_SingleJet90", &L1_SingleJet90, &b_L1_SingleJet90); + fChain->SetBranchAddress("L1_SingleJet35er2p5", &L1_SingleJet35er2p5, &b_L1_SingleJet35er2p5); + fChain->SetBranchAddress("L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6", &L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6, &b_L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_SingleJet140er2p5_ETMHF90", &L1_SingleJet140er2p5_ETMHF90, &b_L1_SingleJet140er2p5_ETMHF90); + fChain->SetBranchAddress("L1_SingleMuOpen_er1p4_NotBptxOR_3BX", &L1_SingleMuOpen_er1p4_NotBptxOR_3BX, &b_L1_SingleMuOpen_er1p4_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_DoubleMu4p5er2p0_SQ_OS", &L1_DoubleMu4p5er2p0_SQ_OS, &b_L1_DoubleMu4p5er2p0_SQ_OS); + fChain->SetBranchAddress("L1_SingleMu12_DQ_EMTF", &L1_SingleMu12_DQ_EMTF, &b_L1_SingleMu12_DQ_EMTF); + fChain->SetBranchAddress("L1_HTT360er", &L1_HTT360er, &b_L1_HTT360er); + fChain->SetBranchAddress("L1_DoubleJet150er2p5", &L1_DoubleJet150er2p5, &b_L1_DoubleJet150er2p5); + fChain->SetBranchAddress("L1_Mu7_LooseIsoEG20er2p5", &L1_Mu7_LooseIsoEG20er2p5, &b_L1_Mu7_LooseIsoEG20er2p5); + fChain->SetBranchAddress("L1_QuadJet60er2p5", &L1_QuadJet60er2p5, &b_L1_QuadJet60er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG34er2p5", &L1_SingleIsoEG34er2p5, &b_L1_SingleIsoEG34er2p5); + fChain->SetBranchAddress("L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17", &L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17, &b_L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17); + fChain->SetBranchAddress("L1_DoubleEG_LooseIso25_12_er2p5", &L1_DoubleEG_LooseIso25_12_er2p5, &b_L1_DoubleEG_LooseIso25_12_er2p5); + fChain->SetBranchAddress("L1_FirstCollisionInTrain", &L1_FirstCollisionInTrain, &b_L1_FirstCollisionInTrain); + fChain->SetBranchAddress("L1_HTT320er", &L1_HTT320er, &b_L1_HTT320er); + fChain->SetBranchAddress("L1_Mu18er2p1_Tau24er2p1", &L1_Mu18er2p1_Tau24er2p1, &b_L1_Mu18er2p1_Tau24er2p1); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau40er2p1", &L1_Mu22er2p1_IsoTau40er2p1, &b_L1_Mu22er2p1_IsoTau40er2p1); + fChain->SetBranchAddress("L1_SingleMu7_DQ", &L1_SingleMu7_DQ, &b_L1_SingleMu7_DQ); + fChain->SetBranchAddress("L1_ETMHF140", &L1_ETMHF140, &b_L1_ETMHF140); + fChain->SetBranchAddress("L1_ETMHF110_HTT60er", &L1_ETMHF110_HTT60er, &b_L1_ETMHF110_HTT60er); + fChain->SetBranchAddress("L1_SingleIsoEG28er2p5", &L1_SingleIsoEG28er2p5, &b_L1_SingleIsoEG28er2p5); + fChain->SetBranchAddress("L1_ETMHF120_HTT60er", &L1_ETMHF120_HTT60er, &b_L1_ETMHF120_HTT60er); + fChain->SetBranchAddress("L1_DoubleEG_LooseIso20_10_er2p5", &L1_DoubleEG_LooseIso20_10_er2p5, &b_L1_DoubleEG_LooseIso20_10_er2p5); + fChain->SetBranchAddress("L1_ETMHF100_HTT60er", &L1_ETMHF100_HTT60er, &b_L1_ETMHF100_HTT60er); + fChain->SetBranchAddress("L1_DoubleJet_110_35_DoubleJet35_Mass_Min620", &L1_DoubleJet_110_35_DoubleJet35_Mass_Min620, &b_L1_DoubleJet_110_35_DoubleJet35_Mass_Min620); + fChain->SetBranchAddress("L1_ETT1600", &L1_ETT1600, &b_L1_ETT1600); + fChain->SetBranchAddress("L1_DoubleMu0", &L1_DoubleMu0, &b_L1_DoubleMu0); + fChain->SetBranchAddress("L1_TripleJet_105_85_75_DoubleJet_85_75_er2p5", &L1_TripleJet_105_85_75_DoubleJet_85_75_er2p5, &b_L1_TripleJet_105_85_75_DoubleJet_85_75_er2p5); + fChain->SetBranchAddress("L1_SingleMuCosmics_OMTF", &L1_SingleMuCosmics_OMTF, &b_L1_SingleMuCosmics_OMTF); + fChain->SetBranchAddress("L1_SingleMu7", &L1_SingleMu7, &b_L1_SingleMu7); + fChain->SetBranchAddress("L1_HTT280er", &L1_HTT280er, &b_L1_HTT280er); + fChain->SetBranchAddress("L1_SingleMu16er1p5", &L1_SingleMu16er1p5, &b_L1_SingleMu16er1p5); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT220er", &L1_DoubleMu3_SQ_HTT220er, &b_L1_DoubleMu3_SQ_HTT220er); + fChain->SetBranchAddress("L1_Mu5_EG23er2p5", &L1_Mu5_EG23er2p5, &b_L1_Mu5_EG23er2p5); + fChain->SetBranchAddress("L1_DoubleMu18er2p1", &L1_DoubleMu18er2p1, &b_L1_DoubleMu18er2p1); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT260er", &L1_DoubleMu3_SQ_HTT260er, &b_L1_DoubleMu3_SQ_HTT260er); + fChain->SetBranchAddress("L1_DoubleJet30er2p5_Mass_Min250_dEta_Max1p5", &L1_DoubleJet30er2p5_Mass_Min250_dEta_Max1p5, &b_L1_DoubleJet30er2p5_Mass_Min250_dEta_Max1p5); + fChain->SetBranchAddress("L1_LastBunchInTrain", &L1_LastBunchInTrain, &b_L1_LastBunchInTrain); + fChain->SetBranchAddress("L1_DoubleEG_LooseIso22_12_er2p5", &L1_DoubleEG_LooseIso22_12_er2p5, &b_L1_DoubleEG_LooseIso22_12_er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG28er2p1", &L1_SingleIsoEG28er2p1, &b_L1_SingleIsoEG28er2p1); + fChain->SetBranchAddress("L1_DoubleJet40er2p5", &L1_DoubleJet40er2p5, &b_L1_DoubleJet40er2p5); + fChain->SetBranchAddress("L1_DoubleMu_15_7_SQ", &L1_DoubleMu_15_7_SQ, &b_L1_DoubleMu_15_7_SQ); + fChain->SetBranchAddress("L1_SingleMu0_EMTF", &L1_SingleMu0_EMTF, &b_L1_SingleMu0_EMTF); + fChain->SetBranchAddress("L1_TOTEM_2", &L1_TOTEM_2, &b_L1_TOTEM_2); + fChain->SetBranchAddress("L1_TripleMu0_SQ", &L1_TripleMu0_SQ, &b_L1_TripleMu0_SQ); + fChain->SetBranchAddress("L1_BptxMinus", &L1_BptxMinus, &b_L1_BptxMinus); + fChain->SetBranchAddress("L1_SingleJet43er2p5_NotBptxOR_3BX", &L1_SingleJet43er2p5_NotBptxOR_3BX, &b_L1_SingleJet43er2p5_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_DoubleJet_80_30_Mass_Min420_Mu8", &L1_DoubleJet_80_30_Mass_Min420_Mu8, &b_L1_DoubleJet_80_30_Mass_Min420_Mu8); + fChain->SetBranchAddress("L1_TOTEM_3", &L1_TOTEM_3, &b_L1_TOTEM_3); + fChain->SetBranchAddress("L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3", &L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3, &b_L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3); + fChain->SetBranchAddress("L1_DoubleEG8er2p5_HTT340er", &L1_DoubleEG8er2p5_HTT340er, &b_L1_DoubleEG8er2p5_HTT340er); + fChain->SetBranchAddress("L1_SingleMu10er1p5", &L1_SingleMu10er1p5, &b_L1_SingleMu10er1p5); + fChain->SetBranchAddress("L1_SingleEG38er2p5", &L1_SingleEG38er2p5, &b_L1_SingleEG38er2p5); + fChain->SetBranchAddress("L1_HTT255er", &L1_HTT255er, &b_L1_HTT255er); + fChain->SetBranchAddress("L1_HTT160er", &L1_HTT160er, &b_L1_HTT160er); + fChain->SetBranchAddress("L1_SingleMuOpen", &L1_SingleMuOpen, &b_L1_SingleMuOpen); + fChain->SetBranchAddress("L1_LooseIsoEG26er2p1_HTT100er", &L1_LooseIsoEG26er2p1_HTT100er, &b_L1_LooseIsoEG26er2p1_HTT100er); + fChain->SetBranchAddress("L1_Mu6_DoubleEG15er2p5", &L1_Mu6_DoubleEG15er2p5, &b_L1_Mu6_DoubleEG15er2p5); + fChain->SetBranchAddress("L1_DoubleMu10_SQ", &L1_DoubleMu10_SQ, &b_L1_DoubleMu10_SQ); + fChain->SetBranchAddress("L1_LooseIsoEG30er2p1_HTT100er", &L1_LooseIsoEG30er2p1_HTT100er, &b_L1_LooseIsoEG30er2p1_HTT100er); + fChain->SetBranchAddress("L1_SingleMuOpen_er1p1_NotBptxOR_3BX", &L1_SingleMuOpen_er1p1_NotBptxOR_3BX, &b_L1_SingleMuOpen_er1p1_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_DoubleEG_25_12_er2p5", &L1_DoubleEG_25_12_er2p5, &b_L1_DoubleEG_25_12_er2p5); + fChain->SetBranchAddress("L1_TripleEG_16_12_8_er2p5", &L1_TripleEG_16_12_8_er2p5, &b_L1_TripleEG_16_12_8_er2p5); + fChain->SetBranchAddress("L1_SingleJet120", &L1_SingleJet120, &b_L1_SingleJet120); + fChain->SetBranchAddress("L1_TripleMu0_OQ", &L1_TripleMu0_OQ, &b_L1_TripleMu0_OQ); + fChain->SetBranchAddress("L1_BPTX_AND_Ref1_VME", &L1_BPTX_AND_Ref1_VME, &b_L1_BPTX_AND_Ref1_VME); + fChain->SetBranchAddress("L1_DoubleJet_90_30_DoubleJet30_Mass_Min620", &L1_DoubleJet_90_30_DoubleJet30_Mass_Min620, &b_L1_DoubleJet_90_30_DoubleJet30_Mass_Min620); + fChain->SetBranchAddress("L1_HCAL_LaserMon_Trig", &L1_HCAL_LaserMon_Trig, &b_L1_HCAL_LaserMon_Trig); + fChain->SetBranchAddress("L1_BPTX_BeamGas_Ref1_VME", &L1_BPTX_BeamGas_Ref1_VME, &b_L1_BPTX_BeamGas_Ref1_VME); + fChain->SetBranchAddress("L1_Mu22er2p1_Tau70er2p1", &L1_Mu22er2p1_Tau70er2p1, &b_L1_Mu22er2p1_Tau70er2p1); + fChain->SetBranchAddress("L1_HTT320er_QuadJet_80_60_er2p1_50_45_er2p3", &L1_HTT320er_QuadJet_80_60_er2p1_50_45_er2p3, &b_L1_HTT320er_QuadJet_80_60_er2p1_50_45_er2p3); + fChain->SetBranchAddress("L1_SingleMu0_BMTF", &L1_SingleMu0_BMTF, &b_L1_SingleMu0_BMTF); + fChain->SetBranchAddress("L1_BPTX_RefAND_VME", &L1_BPTX_RefAND_VME, &b_L1_BPTX_RefAND_VME); + fChain->SetBranchAddress("L1_DoubleMu0_SQ_OS", &L1_DoubleMu0_SQ_OS, &b_L1_DoubleMu0_SQ_OS); + fChain->SetBranchAddress("L1_ETMHF110_HTT60er_NotSecondBunchInTrain", &L1_ETMHF110_HTT60er_NotSecondBunchInTrain, &b_L1_ETMHF110_HTT60er_NotSecondBunchInTrain); + fChain->SetBranchAddress("L1_UnprefireableEvent", &L1_UnprefireableEvent, &b_L1_UnprefireableEvent); + fChain->SetBranchAddress("L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3", &L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3, &b_L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3); + fChain->SetBranchAddress("L1_ETMHF100", &L1_ETMHF100, &b_L1_ETMHF100); + fChain->SetBranchAddress("L1_SingleIsoEG26er2p1", &L1_SingleIsoEG26er2p1, &b_L1_SingleIsoEG26er2p1); + fChain->SetBranchAddress("L1_ETMHF130", &L1_ETMHF130, &b_L1_ETMHF130); + fChain->SetBranchAddress("L1_DoubleEG_15_10_er2p5", &L1_DoubleEG_15_10_er2p5, &b_L1_DoubleEG_15_10_er2p5); + fChain->SetBranchAddress("L1_DoubleMu_12_5", &L1_DoubleMu_12_5, &b_L1_DoubleMu_12_5); + fChain->SetBranchAddress("L1_TripleMu_5_3_3_SQ", &L1_TripleMu_5_3_3_SQ, &b_L1_TripleMu_5_3_3_SQ); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5", &L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5, &b_L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5); + fChain->SetBranchAddress("L1_HCAL_LaserMon_Veto", &L1_HCAL_LaserMon_Veto, &b_L1_HCAL_LaserMon_Veto); + fChain->SetBranchAddress("L1_DoubleJet_120_45_DoubleJet45_Mass_Min620_Jet60TT28", &L1_DoubleJet_120_45_DoubleJet45_Mass_Min620_Jet60TT28, &b_L1_DoubleJet_120_45_DoubleJet45_Mass_Min620_Jet60TT28); + fChain->SetBranchAddress("L1_SingleMu0_OMTF", &L1_SingleMu0_OMTF, &b_L1_SingleMu0_OMTF); + fChain->SetBranchAddress("L1_DoubleMu3_dR_Max1p6_Jet90er2p5_dR_Max0p8", &L1_DoubleMu3_dR_Max1p6_Jet90er2p5_dR_Max0p8, &b_L1_DoubleMu3_dR_Max1p6_Jet90er2p5_dR_Max0p8); + fChain->SetBranchAddress("L1_ETT2000", &L1_ETT2000, &b_L1_ETT2000); + fChain->SetBranchAddress("L1_DoubleJet_115_40_DoubleJet40_Mass_Min620", &L1_DoubleJet_115_40_DoubleJet40_Mass_Min620, &b_L1_DoubleJet_115_40_DoubleJet40_Mass_Min620); + fChain->SetBranchAddress("L1_SingleJet140er2p5", &L1_SingleJet140er2p5, &b_L1_SingleJet140er2p5); + fChain->SetBranchAddress("L1_HTT120er", &L1_HTT120er, &b_L1_HTT120er); + fChain->SetBranchAddress("L1_MinimumBiasHF0_AND_BptxAND", &L1_MinimumBiasHF0_AND_BptxAND, &b_L1_MinimumBiasHF0_AND_BptxAND); + fChain->SetBranchAddress("L1_SingleEG34er2p5", &L1_SingleEG34er2p5, &b_L1_SingleEG34er2p5); + fChain->SetBranchAddress("L1_AlwaysTrue", &L1_AlwaysTrue, &b_L1_AlwaysTrue); + fChain->SetBranchAddress("L1_SingleTau120er2p1", &L1_SingleTau120er2p1, &b_L1_SingleTau120er2p1); + fChain->SetBranchAddress("L1_DoubleEG_20_10_er2p5", &L1_DoubleEG_20_10_er2p5, &b_L1_DoubleEG_20_10_er2p5); + fChain->SetBranchAddress("L1_DoubleJet_115_40_DoubleJet40_Mass_Min620_Jet60TT28", &L1_DoubleJet_115_40_DoubleJet40_Mass_Min620_Jet60TT28, &b_L1_DoubleJet_115_40_DoubleJet40_Mass_Min620_Jet60TT28); + fChain->SetBranchAddress("L1_ETM150", &L1_ETM150, &b_L1_ETM150); + fChain->SetBranchAddress("L1_TripleEG16er2p5", &L1_TripleEG16er2p5, &b_L1_TripleEG16er2p5); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau34er2p1", &L1_Mu22er2p1_IsoTau34er2p1, &b_L1_Mu22er2p1_IsoTau34er2p1); + fChain->SetBranchAddress("L1_DoubleMu_15_5_SQ", &L1_DoubleMu_15_5_SQ, &b_L1_DoubleMu_15_5_SQ); + fChain->SetBranchAddress("L1_SingleIsoEG30er2p5", &L1_SingleIsoEG30er2p5, &b_L1_SingleIsoEG30er2p5); + fChain->SetBranchAddress("L1_SingleJet120_FWD3p0", &L1_SingleJet120_FWD3p0, &b_L1_SingleJet120_FWD3p0); + fChain->SetBranchAddress("L1_DoubleMu_15_7", &L1_DoubleMu_15_7, &b_L1_DoubleMu_15_7); + fChain->SetBranchAddress("L1_UnpairedBunchBptxMinus", &L1_UnpairedBunchBptxMinus, &b_L1_UnpairedBunchBptxMinus); + fChain->SetBranchAddress("L1_SingleLooseIsoEG28er1p5", &L1_SingleLooseIsoEG28er1p5, &b_L1_SingleLooseIsoEG28er1p5); + fChain->SetBranchAddress("L1_HTT450er", &L1_HTT450er, &b_L1_HTT450er); + fChain->SetBranchAddress("L1_SingleMuCosmics", &L1_SingleMuCosmics, &b_L1_SingleMuCosmics); + fChain->SetBranchAddress("L1_SingleEG50", &L1_SingleEG50, &b_L1_SingleEG50); + fChain->SetBranchAddress("L1_FirstCollisionInOrbit", &L1_FirstCollisionInOrbit, &b_L1_FirstCollisionInOrbit); + fChain->SetBranchAddress("L1_FirstBunchBeforeTrain", &L1_FirstBunchBeforeTrain, &b_L1_FirstBunchBeforeTrain); + fChain->SetBranchAddress("L1_SingleMu7er1p5", &L1_SingleMu7er1p5, &b_L1_SingleMu7er1p5); + fChain->SetBranchAddress("L1_TripleMu_5_5_3", &L1_TripleMu_5_5_3, &b_L1_TripleMu_5_5_3); + fChain->SetBranchAddress("L1_TripleJet_100_80_70_DoubleJet_80_70_er2p5", &L1_TripleJet_100_80_70_DoubleJet_80_70_er2p5, &b_L1_TripleJet_100_80_70_DoubleJet_80_70_er2p5); + fChain->SetBranchAddress("L1_HTT400er", &L1_HTT400er, &b_L1_HTT400er); + fChain->SetBranchAddress("L1_DoubleJet35_Mass_Min450_IsoTau45_RmOvlp", &L1_DoubleJet35_Mass_Min450_IsoTau45_RmOvlp, &b_L1_DoubleJet35_Mass_Min450_IsoTau45_RmOvlp); + fChain->SetBranchAddress("L1_IsoTau40er2p1_ETMHF90", &L1_IsoTau40er2p1_ETMHF90, &b_L1_IsoTau40er2p1_ETMHF90); + fChain->SetBranchAddress("L1_Mu3_Jet30er2p5", &L1_Mu3_Jet30er2p5, &b_L1_Mu3_Jet30er2p5); + fChain->SetBranchAddress("L1_SingleJet160er2p5", &L1_SingleJet160er2p5, &b_L1_SingleJet160er2p5); + fChain->SetBranchAddress("L1_DoubleJet100er2p3_dEta_Max1p6", &L1_DoubleJet100er2p3_dEta_Max1p6, &b_L1_DoubleJet100er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_SingleMu22_BMTF", &L1_SingleMu22_BMTF, &b_L1_SingleMu22_BMTF); + fChain->SetBranchAddress("L1_IsoEG32er2p5_Mt40", &L1_IsoEG32er2p5_Mt40, &b_L1_IsoEG32er2p5_Mt40); + fChain->SetBranchAddress("L1_DoubleTau70er2p1", &L1_DoubleTau70er2p1, &b_L1_DoubleTau70er2p1); + fChain->SetBranchAddress("L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18", &L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18, &b_L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18); + fChain->SetBranchAddress("L1_Mu3_Jet35er2p5_dR_Max0p4", &L1_Mu3_Jet35er2p5_dR_Max0p4, &b_L1_Mu3_Jet35er2p5_dR_Max0p4); + fChain->SetBranchAddress("L1_Mu7_EG23er2p5", &L1_Mu7_EG23er2p5, &b_L1_Mu7_EG23er2p5); + fChain->SetBranchAddress("L1_DoubleEG_LooseIso22_10_er2p5", &L1_DoubleEG_LooseIso22_10_er2p5, &b_L1_DoubleEG_LooseIso22_10_er2p5); + fChain->SetBranchAddress("L1_ETMHF90_HTT60er", &L1_ETMHF90_HTT60er, &b_L1_ETMHF90_HTT60er); + fChain->SetBranchAddress("L1_Mu5_LooseIsoEG20er2p5", &L1_Mu5_LooseIsoEG20er2p5, &b_L1_Mu5_LooseIsoEG20er2p5); + fChain->SetBranchAddress("L1_SingleMu8er1p5", &L1_SingleMu8er1p5, &b_L1_SingleMu8er1p5); + fChain->SetBranchAddress("L1_Mu6_DoubleEG17er2p5", &L1_Mu6_DoubleEG17er2p5, &b_L1_Mu6_DoubleEG17er2p5); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT240er", &L1_DoubleMu3_SQ_HTT240er, &b_L1_DoubleMu3_SQ_HTT240er); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5_OR_DoubleJet40er2p5", &L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5_OR_DoubleJet40er2p5, &b_L1_DoubleMu3_SQ_ETMHF50_Jet60er2p5_OR_DoubleJet40er2p5); + fChain->SetBranchAddress("L1_SingleEG60", &L1_SingleEG60, &b_L1_SingleEG60); + fChain->SetBranchAddress("L1_LooseIsoEG22er2p1_Tau70er2p1_dR_Min0p3", &L1_LooseIsoEG22er2p1_Tau70er2p1_dR_Min0p3, &b_L1_LooseIsoEG22er2p1_Tau70er2p1_dR_Min0p3); + fChain->SetBranchAddress("L1_SingleIsoEG30er2p1", &L1_SingleIsoEG30er2p1, &b_L1_SingleIsoEG30er2p1); + fChain->SetBranchAddress("L1_Mu3_Jet16er2p5_dR_Max0p4", &L1_Mu3_Jet16er2p5_dR_Max0p4, &b_L1_Mu3_Jet16er2p5_dR_Max0p4); + fChain->SetBranchAddress("L1_SingleMu6er1p5", &L1_SingleMu6er1p5, &b_L1_SingleMu6er1p5); + fChain->SetBranchAddress("L1_LooseIsoEG24er2p1_HTT100er", &L1_LooseIsoEG24er2p1_HTT100er, &b_L1_LooseIsoEG24er2p1_HTT100er); + fChain->SetBranchAddress("L1_TOTEM_4", &L1_TOTEM_4, &b_L1_TOTEM_4); + fChain->SetBranchAddress("L1_QuadMu0", &L1_QuadMu0, &b_L1_QuadMu0); + fChain->SetBranchAddress("L1_DoubleJet30er2p5_Mass_Min300_dEta_Max1p5", &L1_DoubleJet30er2p5_Mass_Min300_dEta_Max1p5, &b_L1_DoubleJet30er2p5_Mass_Min300_dEta_Max1p5); + fChain->SetBranchAddress("L1_SingleMu14er1p5", &L1_SingleMu14er1p5, &b_L1_SingleMu14er1p5); + fChain->SetBranchAddress("L1_Mu18er2p1_Tau26er2p1", &L1_Mu18er2p1_Tau26er2p1, &b_L1_Mu18er2p1_Tau26er2p1); + fChain->SetBranchAddress("L1_SingleTau130er2p1", &L1_SingleTau130er2p1, &b_L1_SingleTau130er2p1); + fChain->SetBranchAddress("L1_BptxPlus", &L1_BptxPlus, &b_L1_BptxPlus); + fChain->SetBranchAddress("L1_TripleEG_18_18_12_er2p5", &L1_TripleEG_18_18_12_er2p5, &b_L1_TripleEG_18_18_12_er2p5); + fChain->SetBranchAddress("L1_TripleMu0", &L1_TripleMu0, &b_L1_TripleMu0); + fChain->SetBranchAddress("L1_DoubleIsoTau34er2p1", &L1_DoubleIsoTau34er2p1, &b_L1_DoubleIsoTau34er2p1); + fChain->SetBranchAddress("L1_TripleEG_18_17_8_er2p5", &L1_TripleEG_18_17_8_er2p5, &b_L1_TripleEG_18_17_8_er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG32er2p5", &L1_SingleIsoEG32er2p5, &b_L1_SingleIsoEG32er2p5); + fChain->SetBranchAddress("L1_SingleJet60er2p5", &L1_SingleJet60er2p5, &b_L1_SingleJet60er2p5); + fChain->SetBranchAddress("L1_DoubleMu4_SQ_EG9er2p5", &L1_DoubleMu4_SQ_EG9er2p5, &b_L1_DoubleMu4_SQ_EG9er2p5); + fChain->SetBranchAddress("L1_IsoTau40er2p1_ETMHF120", &L1_IsoTau40er2p1_ETMHF120, &b_L1_IsoTau40er2p1_ETMHF120); + fChain->SetBranchAddress("L1_SingleIsoEG24er1p5", &L1_SingleIsoEG24er1p5, &b_L1_SingleIsoEG24er1p5); + fChain->SetBranchAddress("L1_IsolatedBunch", &L1_IsolatedBunch, &b_L1_IsolatedBunch); + fChain->SetBranchAddress("L1_DoubleJet30er2p5_Mass_Min330_dEta_Max1p5", &L1_DoubleJet30er2p5_Mass_Min330_dEta_Max1p5, &b_L1_DoubleJet30er2p5_Mass_Min330_dEta_Max1p5); + fChain->SetBranchAddress("L1_BPTX_OR_Ref3_VME", &L1_BPTX_OR_Ref3_VME, &b_L1_BPTX_OR_Ref3_VME); + fChain->SetBranchAddress("L1_TripleMu3_SQ", &L1_TripleMu3_SQ, &b_L1_TripleMu3_SQ); + fChain->SetBranchAddress("L1_Mu3_Jet120er2p5_dR_Max0p4", &L1_Mu3_Jet120er2p5_dR_Max0p4, &b_L1_Mu3_Jet120er2p5_dR_Max0p4); + fChain->SetBranchAddress("L1_SingleEG26er2p5", &L1_SingleEG26er2p5, &b_L1_SingleEG26er2p5); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau36er2p1", &L1_Mu22er2p1_IsoTau36er2p1, &b_L1_Mu22er2p1_IsoTau36er2p1); + fChain->SetBranchAddress("L1_SingleJet20er2p5_NotBptxOR_3BX", &L1_SingleJet20er2p5_NotBptxOR_3BX, &b_L1_SingleJet20er2p5_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_SingleMu12er1p5", &L1_SingleMu12er1p5, &b_L1_SingleMu12er1p5); + fChain->SetBranchAddress("L1_Mu12er2p3_Jet40er2p1_dR_Max0p4_DoubleJet40er2p1_dEta_Max1p6", &L1_Mu12er2p3_Jet40er2p1_dR_Max0p4_DoubleJet40er2p1_dEta_Max1p6, &b_L1_Mu12er2p3_Jet40er2p1_dR_Max0p4_DoubleJet40er2p1_dEta_Max1p6); + fChain->SetBranchAddress("L1_SingleMu9er1p5", &L1_SingleMu9er1p5, &b_L1_SingleMu9er1p5); + fChain->SetBranchAddress("L1_DoubleJet30er2p5_Mass_Min360_dEta_Max1p5", &L1_DoubleJet30er2p5_Mass_Min360_dEta_Max1p5, &b_L1_DoubleJet30er2p5_Mass_Min360_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet_80_30_Mass_Min420_IsoTau40_RmOvlp", &L1_DoubleJet_80_30_Mass_Min420_IsoTau40_RmOvlp, &b_L1_DoubleJet_80_30_Mass_Min420_IsoTau40_RmOvlp); + fChain->SetBranchAddress("L1_DoubleMu9_SQ", &L1_DoubleMu9_SQ, &b_L1_DoubleMu9_SQ); + fChain->SetBranchAddress("L1_SingleIsoEG32er2p1", &L1_SingleIsoEG32er2p1, &b_L1_SingleIsoEG32er2p1); + fChain->SetBranchAddress("L1_SingleJet12erHE", &L1_SingleJet12erHE, &b_L1_SingleJet12erHE); + fChain->SetBranchAddress("L1_SingleLooseIsoEG30er1p5", &L1_SingleLooseIsoEG30er1p5, &b_L1_SingleLooseIsoEG30er1p5); + fChain->SetBranchAddress("L1_SingleJet200", &L1_SingleJet200, &b_L1_SingleJet200); + fChain->SetBranchAddress("L1_BPTX_AND_Ref3_VME", &L1_BPTX_AND_Ref3_VME, &b_L1_BPTX_AND_Ref3_VME); + fChain->SetBranchAddress("L1_DoubleEG_27_14_er2p5", &L1_DoubleEG_27_14_er2p5, &b_L1_DoubleEG_27_14_er2p5); + fChain->SetBranchAddress("L1_DoubleJet_80_30_Mass_Min420_DoubleMu0_SQ", &L1_DoubleJet_80_30_Mass_Min420_DoubleMu0_SQ, &b_L1_DoubleJet_80_30_Mass_Min420_DoubleMu0_SQ); + fChain->SetBranchAddress("L1_SingleJet10erHE", &L1_SingleJet10erHE, &b_L1_SingleJet10erHE); + fChain->SetBranchAddress("L1_SingleMuCosmics_EMTF", &L1_SingleMuCosmics_EMTF, &b_L1_SingleMuCosmics_EMTF); + fChain->SetBranchAddress("L1_SingleEG15er2p5", &L1_SingleEG15er2p5, &b_L1_SingleEG15er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG26er2p5", &L1_SingleIsoEG26er2p5, &b_L1_SingleIsoEG26er2p5); + fChain->SetBranchAddress("L1_DoubleMu0er2p0_SQ_OS_dR_Max1p4", &L1_DoubleMu0er2p0_SQ_OS_dR_Max1p4, &b_L1_DoubleMu0er2p0_SQ_OS_dR_Max1p4); + fChain->SetBranchAddress("L1_SingleJet46er2p5_NotBptxOR_3BX", &L1_SingleJet46er2p5_NotBptxOR_3BX, &b_L1_SingleJet46er2p5_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_IsoTau40er2p1_ETMHF100", &L1_IsoTau40er2p1_ETMHF100, &b_L1_IsoTau40er2p1_ETMHF100); + fChain->SetBranchAddress("L1_SingleEG45er2p5", &L1_SingleEG45er2p5, &b_L1_SingleEG45er2p5); + fChain->SetBranchAddress("L1_SingleMu5", &L1_SingleMu5, &b_L1_SingleMu5); + fChain->SetBranchAddress("L1_Mu3er1p5_Jet100er2p5_ETMHF40", &L1_Mu3er1p5_Jet100er2p5_ETMHF40, &b_L1_Mu3er1p5_Jet100er2p5_ETMHF40); + fChain->SetBranchAddress("L1_Mu6_HTT250er", &L1_Mu6_HTT250er, &b_L1_Mu6_HTT250er); + fChain->SetBranchAddress("L1_TOTEM_1", &L1_TOTEM_1, &b_L1_TOTEM_1); + fChain->SetBranchAddress("L1_TripleMu_5_3_3", &L1_TripleMu_5_3_3, &b_L1_TripleMu_5_3_3); + fChain->SetBranchAddress("L1_TripleMu_5_3p5_2p5_OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17", &L1_TripleMu_5_3p5_2p5_OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17, &b_L1_TripleMu_5_3p5_2p5_OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17); + fChain->SetBranchAddress("L1_TripleMu_5_3p5_2p5", &L1_TripleMu_5_3p5_2p5, &b_L1_TripleMu_5_3p5_2p5); + fChain->SetBranchAddress("L1_Mu6_HTT240er", &L1_Mu6_HTT240er, &b_L1_Mu6_HTT240er); + fChain->SetBranchAddress("L1_LooseIsoEG26er2p1_Jet34er2p5_dR_Min0p3", &L1_LooseIsoEG26er2p1_Jet34er2p5_dR_Min0p3, &b_L1_LooseIsoEG26er2p1_Jet34er2p5_dR_Min0p3); + fChain->SetBranchAddress("L1_LooseIsoEG30er2p1_Jet34er2p5_dR_Min0p3", &L1_LooseIsoEG30er2p1_Jet34er2p5_dR_Min0p3, &b_L1_LooseIsoEG30er2p1_Jet34er2p5_dR_Min0p3); + fChain->SetBranchAddress("L1_SingleJet35_FWD3p0", &L1_SingleJet35_FWD3p0, &b_L1_SingleJet35_FWD3p0); + fChain->SetBranchAddress("L1_SingleJet20er2p5_NotBptxOR", &L1_SingleJet20er2p5_NotBptxOR, &b_L1_SingleJet20er2p5_NotBptxOR); + fChain->SetBranchAddress("L1_DoubleMu0_Mass_Min1", &L1_DoubleMu0_Mass_Min1, &b_L1_DoubleMu0_Mass_Min1); + fChain->SetBranchAddress("L1_ZeroBias", &L1_ZeroBias, &b_L1_ZeroBias); + fChain->SetBranchAddress("L1_SingleMu12_DQ_BMTF", &L1_SingleMu12_DQ_BMTF, &b_L1_SingleMu12_DQ_BMTF); + fChain->SetBranchAddress("L1_DoubleJet_120_45_DoubleJet45_Mass_Min620", &L1_DoubleJet_120_45_DoubleJet45_Mass_Min620, &b_L1_DoubleJet_120_45_DoubleJet45_Mass_Min620); + fChain->SetBranchAddress("L1_TripleJet_95_75_65_DoubleJet_75_65_er2p5", &L1_TripleJet_95_75_65_DoubleJet_75_65_er2p5, &b_L1_TripleJet_95_75_65_DoubleJet_75_65_er2p5); + fChain->SetBranchAddress("L1_Mu6_DoubleEG10er2p5", &L1_Mu6_DoubleEG10er2p5, &b_L1_Mu6_DoubleEG10er2p5); + fChain->SetBranchAddress("L1_LooseIsoEG28er2p1_Jet34er2p5_dR_Min0p3", &L1_LooseIsoEG28er2p1_Jet34er2p5_dR_Min0p3, &b_L1_LooseIsoEG28er2p1_Jet34er2p5_dR_Min0p3); + fChain->SetBranchAddress("L1_SingleMu12_DQ_OMTF", &L1_SingleMu12_DQ_OMTF, &b_L1_SingleMu12_DQ_OMTF); + fChain->SetBranchAddress("L1_SingleEG42er2p5", &L1_SingleEG42er2p5, &b_L1_SingleEG42er2p5); + fChain->SetBranchAddress("L1_SingleMu22", &L1_SingleMu22, &b_L1_SingleMu22); + fChain->SetBranchAddress("L1_SingleMu15_DQ", &L1_SingleMu15_DQ, &b_L1_SingleMu15_DQ); + fChain->SetBranchAddress("L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9", &L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9, &b_L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9); + fChain->SetBranchAddress("L1_DoubleJet30er2p5_Mass_Min200_dEta_Max1p5", &L1_DoubleJet30er2p5_Mass_Min200_dEta_Max1p5, &b_L1_DoubleJet30er2p5_Mass_Min200_dEta_Max1p5); + fChain->SetBranchAddress("L1_ETMHF130_HTT60er", &L1_ETMHF130_HTT60er, &b_L1_ETMHF130_HTT60er); + fChain->SetBranchAddress("L1_QuadMu0_SQ", &L1_QuadMu0_SQ, &b_L1_QuadMu0_SQ); + fChain->SetBranchAddress("L1_SingleEG8er2p5", &L1_SingleEG8er2p5, &b_L1_SingleEG8er2p5); + fChain->SetBranchAddress("L1_SingleMuOpen_NotBptxOR", &L1_SingleMuOpen_NotBptxOR, &b_L1_SingleMuOpen_NotBptxOR); + fChain->SetBranchAddress("L1_DoubleMu3_OS_DoubleEG7p5Upsilon", &L1_DoubleMu3_OS_DoubleEG7p5Upsilon, &b_L1_DoubleMu3_OS_DoubleEG7p5Upsilon); + fChain->SetBranchAddress("L1_SingleJet60_FWD3p0", &L1_SingleJet60_FWD3p0, &b_L1_SingleJet60_FWD3p0); + fChain->SetBranchAddress("L1_ETMHF150", &L1_ETMHF150, &b_L1_ETMHF150); + fChain->SetBranchAddress("L1_DoubleMu_15_7_Mass_Min1", &L1_DoubleMu_15_7_Mass_Min1, &b_L1_DoubleMu_15_7_Mass_Min1); + fChain->SetBranchAddress("L1_DoubleMu4_SQ_OS_dR_Max1p2", &L1_DoubleMu4_SQ_OS_dR_Max1p2, &b_L1_DoubleMu4_SQ_OS_dR_Max1p2); + fChain->SetBranchAddress("L1_BPTX_BeamGas_B1_VME", &L1_BPTX_BeamGas_B1_VME, &b_L1_BPTX_BeamGas_B1_VME); + fChain->SetBranchAddress("L1_SingleJet35", &L1_SingleJet35, &b_L1_SingleJet35); + fChain->SetBranchAddress("L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17", &L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17, &b_L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17); + fChain->SetBranchAddress("L1_Mu7_LooseIsoEG23er2p5", &L1_Mu7_LooseIsoEG23er2p5, &b_L1_Mu7_LooseIsoEG23er2p5); + fChain->SetBranchAddress("L1_Mu6_DoubleEG12er2p5", &L1_Mu6_DoubleEG12er2p5, &b_L1_Mu6_DoubleEG12er2p5); + fChain->SetBranchAddress("L1_DoubleJet100er2p5", &L1_DoubleJet100er2p5, &b_L1_DoubleJet100er2p5); + fChain->SetBranchAddress("L1_IsoTau40er2p1_ETMHF110", &L1_IsoTau40er2p1_ETMHF110, &b_L1_IsoTau40er2p1_ETMHF110); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF60_Jet60er2p5", &L1_DoubleMu3_SQ_ETMHF60_Jet60er2p5, &b_L1_DoubleMu3_SQ_ETMHF60_Jet60er2p5); + fChain->SetBranchAddress("L1_Mu3_Jet80er2p5_dR_Max0p4", &L1_Mu3_Jet80er2p5_dR_Max0p4, &b_L1_Mu3_Jet80er2p5_dR_Max0p4); + fChain->SetBranchAddress("L1_DoubleMu0_dR_Max1p6_Jet90er2p5_dR_Max0p8", &L1_DoubleMu0_dR_Max1p6_Jet90er2p5_dR_Max0p8, &b_L1_DoubleMu0_dR_Max1p6_Jet90er2p5_dR_Max0p8); + fChain->SetBranchAddress("L1_SingleJet180", &L1_SingleJet180, &b_L1_SingleJet180); + fChain->SetBranchAddress("L1_SingleMu25", &L1_SingleMu25, &b_L1_SingleMu25); + fChain->SetBranchAddress("L1_SingleJet180er2p5", &L1_SingleJet180er2p5, &b_L1_SingleJet180er2p5); + fChain->SetBranchAddress("L1_DoubleMu0_OQ", &L1_DoubleMu0_OQ, &b_L1_DoubleMu0_OQ); + fChain->SetBranchAddress("L1_DoubleMu4p5_SQ_OS", &L1_DoubleMu4p5_SQ_OS, &b_L1_DoubleMu4p5_SQ_OS); + fChain->SetBranchAddress("L1_SingleMu3", &L1_SingleMu3, &b_L1_SingleMu3); + fChain->SetBranchAddress("L1_ETT1200", &L1_ETT1200, &b_L1_ETT1200); + fChain->SetBranchAddress("L1_Mu20_EG10er2p5", &L1_Mu20_EG10er2p5, &b_L1_Mu20_EG10er2p5); + fChain->SetBranchAddress("L1_SingleMu0_DQ", &L1_SingleMu0_DQ, &b_L1_SingleMu0_DQ); + fChain->SetBranchAddress("L1_DoubleMu0_SQ", &L1_DoubleMu0_SQ, &b_L1_DoubleMu0_SQ); + fChain->SetBranchAddress("L1_SecondLastBunchInTrain", &L1_SecondLastBunchInTrain, &b_L1_SecondLastBunchInTrain); + fChain->SetBranchAddress("L1_ETM120", &L1_ETM120, &b_L1_ETM120); + fChain->SetBranchAddress("L1_DoubleJet120er2p5", &L1_DoubleJet120er2p5, &b_L1_DoubleJet120er2p5); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ_dR_Max1p4", &L1_DoubleMu0er1p5_SQ_dR_Max1p4, &b_L1_DoubleMu0er1p5_SQ_dR_Max1p4); + fChain->SetBranchAddress("L1_UnpairedBunchBptxPlus", &L1_UnpairedBunchBptxPlus, &b_L1_UnpairedBunchBptxPlus); + fChain->SetBranchAddress("L1_DoubleMu5Upsilon_OS_DoubleEG3", &L1_DoubleMu5Upsilon_OS_DoubleEG3, &b_L1_DoubleMu5Upsilon_OS_DoubleEG3); + fChain->SetBranchAddress("L1_NotBptxOR", &L1_NotBptxOR, &b_L1_NotBptxOR); + fChain->SetBranchAddress("L1_SingleIsoEG26er1p5", &L1_SingleIsoEG26er1p5, &b_L1_SingleIsoEG26er1p5); + fChain->SetBranchAddress("nTau", &nTau, &b_nTau); + fChain->SetBranchAddress("Tau_charge", Tau_charge, &b_Tau_charge); + fChain->SetBranchAddress("Tau_rawIsodR03", Tau_rawIsodR03, &b_Tau_rawIsodR03); + fChain->SetBranchAddress("Tau_leadTkDeltaPhi", Tau_leadTkDeltaPhi, &b_Tau_leadTkDeltaPhi); + fChain->SetBranchAddress("Tau_leadTkPtOverTauPt", Tau_leadTkPtOverTauPt, &b_Tau_leadTkPtOverTauPt); + fChain->SetBranchAddress("Tau_phi", Tau_phi, &b_Tau_phi); + fChain->SetBranchAddress("Tau_idDeepTau2017v2p1VSe", Tau_idDeepTau2017v2p1VSe, &b_Tau_idDeepTau2017v2p1VSe); + fChain->SetBranchAddress("Tau_idDeepTau2017v2p1VSjet", Tau_idDeepTau2017v2p1VSjet, &b_Tau_idDeepTau2017v2p1VSjet); + fChain->SetBranchAddress("Tau_eta", Tau_eta, &b_Tau_eta); + fChain->SetBranchAddress("Tau_dxy", Tau_dxy, &b_Tau_dxy); + fChain->SetBranchAddress("Tau_photonsOutsideSignalCone", Tau_photonsOutsideSignalCone, &b_Tau_photonsOutsideSignalCone); + fChain->SetBranchAddress("Tau_genPartFlav", Tau_genPartFlav, &b_Tau_genPartFlav); + fChain->SetBranchAddress("Tau_genPartIdx", Tau_genPartIdx, &b_Tau_genPartIdx); + fChain->SetBranchAddress("Tau_dz", Tau_dz, &b_Tau_dz); + fChain->SetBranchAddress("Tau_rawDeepTau2017v2p1VSjet", Tau_rawDeepTau2017v2p1VSjet, &b_Tau_rawDeepTau2017v2p1VSjet); + fChain->SetBranchAddress("Tau_mass", Tau_mass, &b_Tau_mass); + fChain->SetBranchAddress("Tau_idAntiEleDeadECal", Tau_idAntiEleDeadECal, &b_Tau_idAntiEleDeadECal); + fChain->SetBranchAddress("Tau_rawDeepTau2017v2p1VSmu", Tau_rawDeepTau2017v2p1VSmu, &b_Tau_rawDeepTau2017v2p1VSmu); + fChain->SetBranchAddress("Tau_cleanmask", Tau_cleanmask, &b_Tau_cleanmask); + fChain->SetBranchAddress("Tau_pt", Tau_pt, &b_Tau_pt); + fChain->SetBranchAddress("Tau_neutralIso", Tau_neutralIso, &b_Tau_neutralIso); + fChain->SetBranchAddress("Tau_jetIdx", Tau_jetIdx, &b_Tau_jetIdx); + fChain->SetBranchAddress("Tau_idDecayModeOldDMs", Tau_idDecayModeOldDMs, &b_Tau_idDecayModeOldDMs); + fChain->SetBranchAddress("Tau_chargedIso", Tau_chargedIso, &b_Tau_chargedIso); + fChain->SetBranchAddress("Tau_idDeepTau2017v2p1VSmu", Tau_idDeepTau2017v2p1VSmu, &b_Tau_idDeepTau2017v2p1VSmu); + fChain->SetBranchAddress("Tau_decayMode", Tau_decayMode, &b_Tau_decayMode); + fChain->SetBranchAddress("Tau_puCorr", Tau_puCorr, &b_Tau_puCorr); + fChain->SetBranchAddress("Tau_leadTkDeltaEta", Tau_leadTkDeltaEta, &b_Tau_leadTkDeltaEta); + fChain->SetBranchAddress("Tau_rawIso", Tau_rawIso, &b_Tau_rawIso); + fChain->SetBranchAddress("Tau_idAntiMu", Tau_idAntiMu, &b_Tau_idAntiMu); + fChain->SetBranchAddress("Tau_rawDeepTau2017v2p1VSe", Tau_rawDeepTau2017v2p1VSe, &b_Tau_rawDeepTau2017v2p1VSe); + fChain->SetBranchAddress("nIsoTrack", &nIsoTrack, &b_nIsoTrack); + fChain->SetBranchAddress("IsoTrack_pdgId", IsoTrack_pdgId, &b_IsoTrack_pdgId); + fChain->SetBranchAddress("IsoTrack_eta", IsoTrack_eta, &b_IsoTrack_eta); + fChain->SetBranchAddress("IsoTrack_pfRelIso03_all", IsoTrack_pfRelIso03_all, &b_IsoTrack_pfRelIso03_all); + fChain->SetBranchAddress("IsoTrack_charge", IsoTrack_charge, &b_IsoTrack_charge); + fChain->SetBranchAddress("IsoTrack_isFromLostTrack", IsoTrack_isFromLostTrack, &b_IsoTrack_isFromLostTrack); + fChain->SetBranchAddress("IsoTrack_fromPV", IsoTrack_fromPV, &b_IsoTrack_fromPV); + fChain->SetBranchAddress("IsoTrack_isHighPurityTrack", IsoTrack_isHighPurityTrack, &b_IsoTrack_isHighPurityTrack); + fChain->SetBranchAddress("IsoTrack_pt", IsoTrack_pt, &b_IsoTrack_pt); + fChain->SetBranchAddress("IsoTrack_phi", IsoTrack_phi, &b_IsoTrack_phi); + fChain->SetBranchAddress("IsoTrack_pfRelIso03_chg", IsoTrack_pfRelIso03_chg, &b_IsoTrack_pfRelIso03_chg); + fChain->SetBranchAddress("IsoTrack_isPFcand", IsoTrack_isPFcand, &b_IsoTrack_isPFcand); + fChain->SetBranchAddress("IsoTrack_dz", IsoTrack_dz, &b_IsoTrack_dz); + fChain->SetBranchAddress("IsoTrack_miniPFRelIso_chg", IsoTrack_miniPFRelIso_chg, &b_IsoTrack_miniPFRelIso_chg); + fChain->SetBranchAddress("IsoTrack_miniPFRelIso_all", IsoTrack_miniPFRelIso_all, &b_IsoTrack_miniPFRelIso_all); + fChain->SetBranchAddress("IsoTrack_dxy", IsoTrack_dxy, &b_IsoTrack_dxy); + fChain->SetBranchAddress("nGenPart", &nGenPart, &b_nGenPart); + fChain->SetBranchAddress("GenPart_MotherStatus", GenPart_MotherStatus, &b_GenPart_MotherStatus); + fChain->SetBranchAddress("GenPart_phi", GenPart_phi, &b_GenPart_phi); + fChain->SetBranchAddress("GenPart_pdgId", GenPart_pdgId, &b_GenPart_pdgId); + fChain->SetBranchAddress("GenPart_pt", GenPart_pt, &b_GenPart_pt); + fChain->SetBranchAddress("GenPart_isTauDecayProduct", GenPart_isTauDecayProduct, &b_GenPart_isTauDecayProduct); + fChain->SetBranchAddress("GenPart_MotherPID", GenPart_MotherPID, &b_GenPart_MotherPID); + fChain->SetBranchAddress("GenPart_isDirectPromptTauDecayProduct", GenPart_isDirectPromptTauDecayProduct, &b_GenPart_isDirectPromptTauDecayProduct); + fChain->SetBranchAddress("GenPart_genPartIdxMother", GenPart_genPartIdxMother, &b_GenPart_genPartIdxMother); + fChain->SetBranchAddress("GenPart_mass", GenPart_mass, &b_GenPart_mass); + fChain->SetBranchAddress("GenPart_fromHardProcess", GenPart_fromHardProcess, &b_GenPart_fromHardProcess); + fChain->SetBranchAddress("GenPart_isPrompt", GenPart_isPrompt, &b_GenPart_isPrompt); + fChain->SetBranchAddress("GenPart_status", GenPart_status, &b_GenPart_status); + fChain->SetBranchAddress("GenPart_isDirectHadronDecayProduct", GenPart_isDirectHadronDecayProduct, &b_GenPart_isDirectHadronDecayProduct); + fChain->SetBranchAddress("GenPart_eta", GenPart_eta, &b_GenPart_eta); + fChain->SetBranchAddress("GenPart_statusFlags", GenPart_statusFlags, &b_GenPart_statusFlags); + fChain->SetBranchAddress("nLHEPart", &nLHEPart, &b_nLHEPart); + fChain->SetBranchAddress("LHEPart_incomingpz", LHEPart_incomingpz, &b_LHEPart_incomingpz); + fChain->SetBranchAddress("LHEPart_pt", LHEPart_pt, &b_LHEPart_pt); + fChain->SetBranchAddress("LHEPart_phi", LHEPart_phi, &b_LHEPart_phi); + fChain->SetBranchAddress("LHEPart_mass", LHEPart_mass, &b_LHEPart_mass); + fChain->SetBranchAddress("LHEPart_status", LHEPart_status, &b_LHEPart_status); + fChain->SetBranchAddress("LHEPart_spin", LHEPart_spin, &b_LHEPart_spin); + fChain->SetBranchAddress("LHEPart_pdgId", LHEPart_pdgId, &b_LHEPart_pdgId); + fChain->SetBranchAddress("LHEPart_eta", LHEPart_eta, &b_LHEPart_eta); + fChain->SetBranchAddress("nTrigObj", &nTrigObj, &b_nTrigObj); + fChain->SetBranchAddress("TrigObj_l1iso", TrigObj_l1iso, &b_TrigObj_l1iso); + fChain->SetBranchAddress("TrigObj_l1pt", TrigObj_l1pt, &b_TrigObj_l1pt); + fChain->SetBranchAddress("TrigObj_l1pt_2", TrigObj_l1pt_2, &b_TrigObj_l1pt_2); + fChain->SetBranchAddress("TrigObj_phi", TrigObj_phi, &b_TrigObj_phi); + fChain->SetBranchAddress("TrigObj_l1charge", TrigObj_l1charge, &b_TrigObj_l1charge); + fChain->SetBranchAddress("TrigObj_eta", TrigObj_eta, &b_TrigObj_eta); + fChain->SetBranchAddress("TrigObj_id", TrigObj_id, &b_TrigObj_id); + fChain->SetBranchAddress("TrigObj_l2pt", TrigObj_l2pt, &b_TrigObj_l2pt); + fChain->SetBranchAddress("TrigObj_filterBits", TrigObj_filterBits, &b_TrigObj_filterBits); + fChain->SetBranchAddress("TrigObj_pt", TrigObj_pt, &b_TrigObj_pt); + fChain->SetBranchAddress("nNeutrinoGen", &nNeutrinoGen, &b_nNeutrinoGen); + fChain->SetBranchAddress("NeutrinoGen_status", NeutrinoGen_status, &b_NeutrinoGen_status); + fChain->SetBranchAddress("NeutrinoGen_MotherStatus", NeutrinoGen_MotherStatus, &b_NeutrinoGen_MotherStatus); + fChain->SetBranchAddress("NeutrinoGen_phi", NeutrinoGen_phi, &b_NeutrinoGen_phi); + fChain->SetBranchAddress("NeutrinoGen_eta", NeutrinoGen_eta, &b_NeutrinoGen_eta); + fChain->SetBranchAddress("NeutrinoGen_isTauDecayProduct", NeutrinoGen_isTauDecayProduct, &b_NeutrinoGen_isTauDecayProduct); + fChain->SetBranchAddress("NeutrinoGen_fromHardProcess", NeutrinoGen_fromHardProcess, &b_NeutrinoGen_fromHardProcess); + fChain->SetBranchAddress("NeutrinoGen_isDirectHadronDecayProduct", NeutrinoGen_isDirectHadronDecayProduct, &b_NeutrinoGen_isDirectHadronDecayProduct); + fChain->SetBranchAddress("NeutrinoGen_isPrompt", NeutrinoGen_isPrompt, &b_NeutrinoGen_isPrompt); + fChain->SetBranchAddress("NeutrinoGen_mass", NeutrinoGen_mass, &b_NeutrinoGen_mass); + fChain->SetBranchAddress("NeutrinoGen_isDirectPromptTauDecayProduct", NeutrinoGen_isDirectPromptTauDecayProduct, &b_NeutrinoGen_isDirectPromptTauDecayProduct); + fChain->SetBranchAddress("NeutrinoGen_pdgId", NeutrinoGen_pdgId, &b_NeutrinoGen_pdgId); + fChain->SetBranchAddress("NeutrinoGen_MotherPID", NeutrinoGen_MotherPID, &b_NeutrinoGen_MotherPID); + fChain->SetBranchAddress("NeutrinoGen_pt", NeutrinoGen_pt, &b_NeutrinoGen_pt); + fChain->SetBranchAddress("nSubJet", &nSubJet, &b_nSubJet); + fChain->SetBranchAddress("SubJet_btagCSVV2", SubJet_btagCSVV2, &b_SubJet_btagCSVV2); + fChain->SetBranchAddress("SubJet_mass", SubJet_mass, &b_SubJet_mass); + fChain->SetBranchAddress("SubJet_nCHadrons", SubJet_nCHadrons, &b_SubJet_nCHadrons); + fChain->SetBranchAddress("SubJet_tau1", SubJet_tau1, &b_SubJet_tau1); + fChain->SetBranchAddress("SubJet_hadronFlavour", SubJet_hadronFlavour, &b_SubJet_hadronFlavour); + fChain->SetBranchAddress("SubJet_n2b1", SubJet_n2b1, &b_SubJet_n2b1); + fChain->SetBranchAddress("SubJet_phi", SubJet_phi, &b_SubJet_phi); + fChain->SetBranchAddress("SubJet_tau4", SubJet_tau4, &b_SubJet_tau4); + fChain->SetBranchAddress("SubJet_pt", SubJet_pt, &b_SubJet_pt); + fChain->SetBranchAddress("SubJet_tau2", SubJet_tau2, &b_SubJet_tau2); + fChain->SetBranchAddress("SubJet_btagDeepB", SubJet_btagDeepB, &b_SubJet_btagDeepB); + fChain->SetBranchAddress("SubJet_nBHadrons", SubJet_nBHadrons, &b_SubJet_nBHadrons); + fChain->SetBranchAddress("SubJet_tau3", SubJet_tau3, &b_SubJet_tau3); + fChain->SetBranchAddress("SubJet_eta", SubJet_eta, &b_SubJet_eta); + fChain->SetBranchAddress("SubJet_n3b1", SubJet_n3b1, &b_SubJet_n3b1); + fChain->SetBranchAddress("SubJet_rawFactor", SubJet_rawFactor, &b_SubJet_rawFactor); + fChain->SetBranchAddress("ChsMET_pt", &ChsMET_pt, &b_ChsMET_pt); + fChain->SetBranchAddress("ChsMET_phi", &ChsMET_phi, &b_ChsMET_phi); + fChain->SetBranchAddress("ChsMET_sumEt", &ChsMET_sumEt, &b_ChsMET_sumEt); + fChain->SetBranchAddress("nLeptonGen", &nLeptonGen, &b_nLeptonGen); + fChain->SetBranchAddress("LeptonGen_status", LeptonGen_status, &b_LeptonGen_status); + fChain->SetBranchAddress("LeptonGen_pt", LeptonGen_pt, &b_LeptonGen_pt); + fChain->SetBranchAddress("LeptonGen_isDirectPromptTauDecayProduct", LeptonGen_isDirectPromptTauDecayProduct, &b_LeptonGen_isDirectPromptTauDecayProduct); + fChain->SetBranchAddress("LeptonGen_fromHardProcess", LeptonGen_fromHardProcess, &b_LeptonGen_fromHardProcess); + fChain->SetBranchAddress("LeptonGen_phi", LeptonGen_phi, &b_LeptonGen_phi); + fChain->SetBranchAddress("LeptonGen_MotherStatus", LeptonGen_MotherStatus, &b_LeptonGen_MotherStatus); + fChain->SetBranchAddress("LeptonGen_isTauDecayProduct", LeptonGen_isTauDecayProduct, &b_LeptonGen_isTauDecayProduct); + fChain->SetBranchAddress("LeptonGen_eta", LeptonGen_eta, &b_LeptonGen_eta); + fChain->SetBranchAddress("LeptonGen_isPrompt", LeptonGen_isPrompt, &b_LeptonGen_isPrompt); + fChain->SetBranchAddress("LeptonGen_pdgId", LeptonGen_pdgId, &b_LeptonGen_pdgId); + fChain->SetBranchAddress("LeptonGen_isDirectHadronDecayProduct", LeptonGen_isDirectHadronDecayProduct, &b_LeptonGen_isDirectHadronDecayProduct); + fChain->SetBranchAddress("LeptonGen_mass", LeptonGen_mass, &b_LeptonGen_mass); + fChain->SetBranchAddress("LeptonGen_MotherPID", LeptonGen_MotherPID, &b_LeptonGen_MotherPID); + fChain->SetBranchAddress("nFatJet", &nFatJet, &b_nFatJet); + fChain->SetBranchAddress("FatJet_hadronFlavour", FatJet_hadronFlavour, &b_FatJet_hadronFlavour); + fChain->SetBranchAddress("FatJet_deepTagMD_HbbvsQCD", FatJet_deepTagMD_HbbvsQCD, &b_FatJet_deepTagMD_HbbvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_ZHccvsQCD", FatJet_deepTagMD_ZHccvsQCD, &b_FatJet_deepTagMD_ZHccvsQCD); + fChain->SetBranchAddress("FatJet_tau3", FatJet_tau3, &b_FatJet_tau3); + fChain->SetBranchAddress("FatJet_subJetIdx1", FatJet_subJetIdx1, &b_FatJet_subJetIdx1); + fChain->SetBranchAddress("FatJet_deepTagMD_ZvsQCD", FatJet_deepTagMD_ZvsQCD, &b_FatJet_deepTagMD_ZvsQCD); + fChain->SetBranchAddress("FatJet_btagCSVV2", FatJet_btagCSVV2, &b_FatJet_btagCSVV2); + fChain->SetBranchAddress("FatJet_btagHbb", FatJet_btagHbb, &b_FatJet_btagHbb); + fChain->SetBranchAddress("FatJet_deepTag_QCD", FatJet_deepTag_QCD, &b_FatJet_deepTag_QCD); + fChain->SetBranchAddress("FatJet_tau4", FatJet_tau4, &b_FatJet_tau4); + fChain->SetBranchAddress("FatJet_msoftdrop", FatJet_msoftdrop, &b_FatJet_msoftdrop); + fChain->SetBranchAddress("FatJet_particleNet_mass", FatJet_particleNet_mass, &b_FatJet_particleNet_mass); + fChain->SetBranchAddress("FatJet_subJetIdx2", FatJet_subJetIdx2, &b_FatJet_subJetIdx2); + fChain->SetBranchAddress("FatJet_genJetAK8Idx", FatJet_genJetAK8Idx, &b_FatJet_genJetAK8Idx); + fChain->SetBranchAddress("FatJet_particleNetMD_Xbb", FatJet_particleNetMD_Xbb, &b_FatJet_particleNetMD_Xbb); + fChain->SetBranchAddress("FatJet_btagDDCvLV2", FatJet_btagDDCvLV2, &b_FatJet_btagDDCvLV2); + fChain->SetBranchAddress("FatJet_deepTagMD_WvsQCD", FatJet_deepTagMD_WvsQCD, &b_FatJet_deepTagMD_WvsQCD); + fChain->SetBranchAddress("FatJet_pt", FatJet_pt, &b_FatJet_pt); + fChain->SetBranchAddress("FatJet_n2b1", FatJet_n2b1, &b_FatJet_n2b1); + fChain->SetBranchAddress("FatJet_deepTagMD_bbvsLight", FatJet_deepTagMD_bbvsLight, &b_FatJet_deepTagMD_bbvsLight); + fChain->SetBranchAddress("FatJet_deepTagMD_TvsQCD", FatJet_deepTagMD_TvsQCD, &b_FatJet_deepTagMD_TvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_QCD", FatJet_particleNet_QCD, &b_FatJet_particleNet_QCD); + fChain->SetBranchAddress("FatJet_particleNet_HccvsQCD", FatJet_particleNet_HccvsQCD, &b_FatJet_particleNet_HccvsQCD); + fChain->SetBranchAddress("FatJet_btagDDCvBV2", FatJet_btagDDCvBV2, &b_FatJet_btagDDCvBV2); + fChain->SetBranchAddress("FatJet_area", FatJet_area, &b_FatJet_area); + fChain->SetBranchAddress("FatJet_btagDDBvLV2", FatJet_btagDDBvLV2, &b_FatJet_btagDDBvLV2); + fChain->SetBranchAddress("FatJet_eta", FatJet_eta, &b_FatJet_eta); + fChain->SetBranchAddress("FatJet_particleNet_ZvsQCD", FatJet_particleNet_ZvsQCD, &b_FatJet_particleNet_ZvsQCD); + fChain->SetBranchAddress("FatJet_particleNetMD_QCD", FatJet_particleNetMD_QCD, &b_FatJet_particleNetMD_QCD); + fChain->SetBranchAddress("FatJet_nCHadrons", FatJet_nCHadrons, &b_FatJet_nCHadrons); + fChain->SetBranchAddress("FatJet_deepTag_WvsQCD", FatJet_deepTag_WvsQCD, &b_FatJet_deepTag_WvsQCD); + fChain->SetBranchAddress("FatJet_deepTag_ZvsQCD", FatJet_deepTag_ZvsQCD, &b_FatJet_deepTag_ZvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_H4qvsQCD", FatJet_deepTagMD_H4qvsQCD, &b_FatJet_deepTagMD_H4qvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_TvsQCD", FatJet_particleNet_TvsQCD, &b_FatJet_particleNet_TvsQCD); + fChain->SetBranchAddress("FatJet_deepTag_TvsQCD", FatJet_deepTag_TvsQCD, &b_FatJet_deepTag_TvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_HbbvsQCD", FatJet_particleNet_HbbvsQCD, &b_FatJet_particleNet_HbbvsQCD); + fChain->SetBranchAddress("FatJet_lsf3", FatJet_lsf3, &b_FatJet_lsf3); + fChain->SetBranchAddress("FatJet_tau1", FatJet_tau1, &b_FatJet_tau1); + fChain->SetBranchAddress("FatJet_deepTagMD_ZHbbvsQCD", FatJet_deepTagMD_ZHbbvsQCD, &b_FatJet_deepTagMD_ZHbbvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_H4qvsQCD", FatJet_particleNet_H4qvsQCD, &b_FatJet_particleNet_H4qvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_WvsQCD", FatJet_particleNet_WvsQCD, &b_FatJet_particleNet_WvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_ZbbvsQCD", FatJet_deepTagMD_ZbbvsQCD, &b_FatJet_deepTagMD_ZbbvsQCD); + fChain->SetBranchAddress("FatJet_deepTag_QCDothers", FatJet_deepTag_QCDothers, &b_FatJet_deepTag_QCDothers); + fChain->SetBranchAddress("FatJet_deepTagMD_ccvsLight", FatJet_deepTagMD_ccvsLight, &b_FatJet_deepTagMD_ccvsLight); + fChain->SetBranchAddress("FatJet_phi", FatJet_phi, &b_FatJet_phi); + fChain->SetBranchAddress("FatJet_muonIdx3SJ", FatJet_muonIdx3SJ, &b_FatJet_muonIdx3SJ); + fChain->SetBranchAddress("FatJet_jetId", FatJet_jetId, &b_FatJet_jetId); + fChain->SetBranchAddress("FatJet_nBHadrons", FatJet_nBHadrons, &b_FatJet_nBHadrons); + fChain->SetBranchAddress("FatJet_particleNetMD_Xcc", FatJet_particleNetMD_Xcc, &b_FatJet_particleNetMD_Xcc); + fChain->SetBranchAddress("FatJet_deepTag_H", FatJet_deepTag_H, &b_FatJet_deepTag_H); + fChain->SetBranchAddress("FatJet_rawFactor", FatJet_rawFactor, &b_FatJet_rawFactor); + fChain->SetBranchAddress("FatJet_btagDeepB", FatJet_btagDeepB, &b_FatJet_btagDeepB); + fChain->SetBranchAddress("FatJet_electronIdx3SJ", FatJet_electronIdx3SJ, &b_FatJet_electronIdx3SJ); + fChain->SetBranchAddress("FatJet_mass", FatJet_mass, &b_FatJet_mass); + fChain->SetBranchAddress("FatJet_nConstituents", FatJet_nConstituents, &b_FatJet_nConstituents); + fChain->SetBranchAddress("FatJet_particleNetMD_Xqq", FatJet_particleNetMD_Xqq, &b_FatJet_particleNetMD_Xqq); + fChain->SetBranchAddress("FatJet_n3b1", FatJet_n3b1, &b_FatJet_n3b1); + fChain->SetBranchAddress("FatJet_tau2", FatJet_tau2, &b_FatJet_tau2); + fChain->SetBranchAddress("nPhotonGen", &nPhotonGen, &b_nPhotonGen); + fChain->SetBranchAddress("PhotonGen_fromHardProcess", PhotonGen_fromHardProcess, &b_PhotonGen_fromHardProcess); + fChain->SetBranchAddress("PhotonGen_isTauDecayProduct", PhotonGen_isTauDecayProduct, &b_PhotonGen_isTauDecayProduct); + fChain->SetBranchAddress("PhotonGen_MotherStatus", PhotonGen_MotherStatus, &b_PhotonGen_MotherStatus); + fChain->SetBranchAddress("PhotonGen_eta", PhotonGen_eta, &b_PhotonGen_eta); + fChain->SetBranchAddress("PhotonGen_phi", PhotonGen_phi, &b_PhotonGen_phi); + fChain->SetBranchAddress("PhotonGen_isDirectHadronDecayProduct", PhotonGen_isDirectHadronDecayProduct, &b_PhotonGen_isDirectHadronDecayProduct); + fChain->SetBranchAddress("PhotonGen_isDirectPromptTauDecayProduct", PhotonGen_isDirectPromptTauDecayProduct, &b_PhotonGen_isDirectPromptTauDecayProduct); + fChain->SetBranchAddress("PhotonGen_pt", PhotonGen_pt, &b_PhotonGen_pt); + fChain->SetBranchAddress("PhotonGen_pdgId", PhotonGen_pdgId, &b_PhotonGen_pdgId); + fChain->SetBranchAddress("PhotonGen_isPrompt", PhotonGen_isPrompt, &b_PhotonGen_isPrompt); + fChain->SetBranchAddress("PhotonGen_mass", PhotonGen_mass, &b_PhotonGen_mass); + fChain->SetBranchAddress("PhotonGen_MotherPID", PhotonGen_MotherPID, &b_PhotonGen_MotherPID); + fChain->SetBranchAddress("PhotonGen_status", PhotonGen_status, &b_PhotonGen_status); + fChain->SetBranchAddress("nDressedLepton", &nDressedLepton, &b_nDressedLepton); + fChain->SetBranchAddress("DressedLepton_phi", DressedLepton_phi, &b_DressedLepton_phi); + fChain->SetBranchAddress("DressedLepton_eta", DressedLepton_eta, &b_DressedLepton_eta); + fChain->SetBranchAddress("DressedLepton_pt", DressedLepton_pt, &b_DressedLepton_pt); + fChain->SetBranchAddress("DressedLepton_mass", DressedLepton_mass, &b_DressedLepton_mass); + fChain->SetBranchAddress("DressedLepton_pdgId", DressedLepton_pdgId, &b_DressedLepton_pdgId); + fChain->SetBranchAddress("nGenDressedLepton", &nGenDressedLepton, &b_nGenDressedLepton); + fChain->SetBranchAddress("GenDressedLepton_phi", GenDressedLepton_phi, &b_GenDressedLepton_phi); + fChain->SetBranchAddress("GenDressedLepton_hasTauAnc", GenDressedLepton_hasTauAnc, &b_GenDressedLepton_hasTauAnc); + fChain->SetBranchAddress("GenDressedLepton_mass", GenDressedLepton_mass, &b_GenDressedLepton_mass); + fChain->SetBranchAddress("GenDressedLepton_eta", GenDressedLepton_eta, &b_GenDressedLepton_eta); + fChain->SetBranchAddress("GenDressedLepton_pdgId", GenDressedLepton_pdgId, &b_GenDressedLepton_pdgId); + fChain->SetBranchAddress("GenDressedLepton_pt", GenDressedLepton_pt, &b_GenDressedLepton_pt); + fChain->SetBranchAddress("nSubGenJetAK8", &nSubGenJetAK8, &b_nSubGenJetAK8); + fChain->SetBranchAddress("SubGenJetAK8_mass", SubGenJetAK8_mass, &b_SubGenJetAK8_mass); + fChain->SetBranchAddress("SubGenJetAK8_pt", SubGenJetAK8_pt, &b_SubGenJetAK8_pt); + fChain->SetBranchAddress("SubGenJetAK8_eta", SubGenJetAK8_eta, &b_SubGenJetAK8_eta); + fChain->SetBranchAddress("SubGenJetAK8_phi", SubGenJetAK8_phi, &b_SubGenJetAK8_phi); + fChain->SetBranchAddress("nLowPtElectron", &nLowPtElectron, &b_nLowPtElectron); + fChain->SetBranchAddress("LowPtElectron_convWP", LowPtElectron_convWP, &b_LowPtElectron_convWP); + fChain->SetBranchAddress("LowPtElectron_dxy", LowPtElectron_dxy, &b_LowPtElectron_dxy); + fChain->SetBranchAddress("LowPtElectron_phi", LowPtElectron_phi, &b_LowPtElectron_phi); + fChain->SetBranchAddress("LowPtElectron_ID", LowPtElectron_ID, &b_LowPtElectron_ID); + fChain->SetBranchAddress("LowPtElectron_miniPFRelIso_chg", LowPtElectron_miniPFRelIso_chg, &b_LowPtElectron_miniPFRelIso_chg); + fChain->SetBranchAddress("LowPtElectron_convVeto", LowPtElectron_convVeto, &b_LowPtElectron_convVeto); + fChain->SetBranchAddress("LowPtElectron_eInvMinusPInv", LowPtElectron_eInvMinusPInv, &b_LowPtElectron_eInvMinusPInv); + fChain->SetBranchAddress("LowPtElectron_miniPFRelIso_all", LowPtElectron_miniPFRelIso_all, &b_LowPtElectron_miniPFRelIso_all); + fChain->SetBranchAddress("LowPtElectron_dxyErr", LowPtElectron_dxyErr, &b_LowPtElectron_dxyErr); + fChain->SetBranchAddress("LowPtElectron_hoe", LowPtElectron_hoe, &b_LowPtElectron_hoe); + fChain->SetBranchAddress("LowPtElectron_scEtOverPt", LowPtElectron_scEtOverPt, &b_LowPtElectron_scEtOverPt); + fChain->SetBranchAddress("LowPtElectron_pt", LowPtElectron_pt, &b_LowPtElectron_pt); + fChain->SetBranchAddress("LowPtElectron_r9", LowPtElectron_r9, &b_LowPtElectron_r9); + fChain->SetBranchAddress("LowPtElectron_genPartFlav", LowPtElectron_genPartFlav, &b_LowPtElectron_genPartFlav); + fChain->SetBranchAddress("LowPtElectron_genPartIdx", LowPtElectron_genPartIdx, &b_LowPtElectron_genPartIdx); + fChain->SetBranchAddress("LowPtElectron_charge", LowPtElectron_charge, &b_LowPtElectron_charge); + fChain->SetBranchAddress("LowPtElectron_convVtxRadius", LowPtElectron_convVtxRadius, &b_LowPtElectron_convVtxRadius); + fChain->SetBranchAddress("LowPtElectron_energyErr", LowPtElectron_energyErr, &b_LowPtElectron_energyErr); + fChain->SetBranchAddress("LowPtElectron_pdgId", LowPtElectron_pdgId, &b_LowPtElectron_pdgId); + fChain->SetBranchAddress("LowPtElectron_mass", LowPtElectron_mass, &b_LowPtElectron_mass); + fChain->SetBranchAddress("LowPtElectron_lostHits", LowPtElectron_lostHits, &b_LowPtElectron_lostHits); + fChain->SetBranchAddress("LowPtElectron_sieie", LowPtElectron_sieie, &b_LowPtElectron_sieie); + fChain->SetBranchAddress("LowPtElectron_ptbiased", LowPtElectron_ptbiased, &b_LowPtElectron_ptbiased); + fChain->SetBranchAddress("LowPtElectron_dz", LowPtElectron_dz, &b_LowPtElectron_dz); + fChain->SetBranchAddress("LowPtElectron_dzErr", LowPtElectron_dzErr, &b_LowPtElectron_dzErr); + fChain->SetBranchAddress("LowPtElectron_unbiased", LowPtElectron_unbiased, &b_LowPtElectron_unbiased); + fChain->SetBranchAddress("LowPtElectron_eta", LowPtElectron_eta, &b_LowPtElectron_eta); + fChain->SetBranchAddress("LowPtElectron_deltaEtaSC", LowPtElectron_deltaEtaSC, &b_LowPtElectron_deltaEtaSC); + fChain->SetBranchAddress("LowPtElectron_embeddedID", LowPtElectron_embeddedID, &b_LowPtElectron_embeddedID); + fChain->SetBranchAddress("nVetoLepton", &nVetoLepton, &b_nVetoLepton); + fChain->SetBranchAddress("VetoLepton_pt", VetoLepton_pt, &b_VetoLepton_pt); + fChain->SetBranchAddress("VetoLepton_eta", VetoLepton_eta, &b_VetoLepton_eta); + fChain->SetBranchAddress("VetoLepton_pdgId", VetoLepton_pdgId, &b_VetoLepton_pdgId); + fChain->SetBranchAddress("VetoLepton_muonIdx", VetoLepton_muonIdx, &b_VetoLepton_muonIdx); + fChain->SetBranchAddress("VetoLepton_phi", VetoLepton_phi, &b_VetoLepton_phi); + fChain->SetBranchAddress("VetoLepton_electronIdx", VetoLepton_electronIdx, &b_VetoLepton_electronIdx); + fChain->SetBranchAddress("LHEWeight_originalXWGTUP", &LHEWeight_originalXWGTUP, &b_LHEWeight_originalXWGTUP); + fChain->SetBranchAddress("nGenIsolatedPhoton", &nGenIsolatedPhoton, &b_nGenIsolatedPhoton); + fChain->SetBranchAddress("GenIsolatedPhoton_mass", GenIsolatedPhoton_mass, &b_GenIsolatedPhoton_mass); + fChain->SetBranchAddress("GenIsolatedPhoton_eta", GenIsolatedPhoton_eta, &b_GenIsolatedPhoton_eta); + fChain->SetBranchAddress("GenIsolatedPhoton_pt", GenIsolatedPhoton_pt, &b_GenIsolatedPhoton_pt); + fChain->SetBranchAddress("GenIsolatedPhoton_phi", GenIsolatedPhoton_phi, &b_GenIsolatedPhoton_phi); + fChain->SetBranchAddress("RawMET_pt", &RawMET_pt, &b_RawMET_pt); + fChain->SetBranchAddress("RawMET_phi", &RawMET_phi, &b_RawMET_phi); + fChain->SetBranchAddress("RawMET_sumEt", &RawMET_sumEt, &b_RawMET_sumEt); + fChain->SetBranchAddress("TkMET_pt", &TkMET_pt, &b_TkMET_pt); + fChain->SetBranchAddress("TkMET_sumEt", &TkMET_sumEt, &b_TkMET_sumEt); + fChain->SetBranchAddress("TkMET_phi", &TkMET_phi, &b_TkMET_phi); + fChain->SetBranchAddress("nboostedTau", &nboostedTau, &b_nboostedTau); + fChain->SetBranchAddress("boostedTau_rawIso", boostedTau_rawIso, &b_boostedTau_rawIso); + fChain->SetBranchAddress("boostedTau_leadTkDeltaPhi", boostedTau_leadTkDeltaPhi, &b_boostedTau_leadTkDeltaPhi); + fChain->SetBranchAddress("boostedTau_decayMode", boostedTau_decayMode, &b_boostedTau_decayMode); + fChain->SetBranchAddress("boostedTau_rawAntiEle2018", boostedTau_rawAntiEle2018, &b_boostedTau_rawAntiEle2018); + fChain->SetBranchAddress("boostedTau_photonsOutsideSignalCone", boostedTau_photonsOutsideSignalCone, &b_boostedTau_photonsOutsideSignalCone); + fChain->SetBranchAddress("boostedTau_pt", boostedTau_pt, &b_boostedTau_pt); + fChain->SetBranchAddress("boostedTau_leadTkDeltaEta", boostedTau_leadTkDeltaEta, &b_boostedTau_leadTkDeltaEta); + fChain->SetBranchAddress("boostedTau_genPartFlav", boostedTau_genPartFlav, &b_boostedTau_genPartFlav); + fChain->SetBranchAddress("boostedTau_rawMVAoldDM2017v2", boostedTau_rawMVAoldDM2017v2, &b_boostedTau_rawMVAoldDM2017v2); + fChain->SetBranchAddress("boostedTau_jetIdx", boostedTau_jetIdx, &b_boostedTau_jetIdx); + fChain->SetBranchAddress("boostedTau_rawMVAoldDMdR032017v2", boostedTau_rawMVAoldDMdR032017v2, &b_boostedTau_rawMVAoldDMdR032017v2); + fChain->SetBranchAddress("boostedTau_rawMVAnewDM2017v2", boostedTau_rawMVAnewDM2017v2, &b_boostedTau_rawMVAnewDM2017v2); + fChain->SetBranchAddress("boostedTau_neutralIso", boostedTau_neutralIso, &b_boostedTau_neutralIso); + fChain->SetBranchAddress("boostedTau_puCorr", boostedTau_puCorr, &b_boostedTau_puCorr); + fChain->SetBranchAddress("boostedTau_idMVAoldDM2017v2", boostedTau_idMVAoldDM2017v2, &b_boostedTau_idMVAoldDM2017v2); + fChain->SetBranchAddress("boostedTau_leadTkPtOverTauPt", boostedTau_leadTkPtOverTauPt, &b_boostedTau_leadTkPtOverTauPt); + fChain->SetBranchAddress("boostedTau_chargedIso", boostedTau_chargedIso, &b_boostedTau_chargedIso); + fChain->SetBranchAddress("boostedTau_rawIsodR03", boostedTau_rawIsodR03, &b_boostedTau_rawIsodR03); + fChain->SetBranchAddress("boostedTau_eta", boostedTau_eta, &b_boostedTau_eta); + fChain->SetBranchAddress("boostedTau_idMVAnewDM2017v2", boostedTau_idMVAnewDM2017v2, &b_boostedTau_idMVAnewDM2017v2); + fChain->SetBranchAddress("boostedTau_rawAntiEleCat2018", boostedTau_rawAntiEleCat2018, &b_boostedTau_rawAntiEleCat2018); + fChain->SetBranchAddress("boostedTau_idAntiEle2018", boostedTau_idAntiEle2018, &b_boostedTau_idAntiEle2018); + fChain->SetBranchAddress("boostedTau_idAntiMu", boostedTau_idAntiMu, &b_boostedTau_idAntiMu); + fChain->SetBranchAddress("boostedTau_charge", boostedTau_charge, &b_boostedTau_charge); + fChain->SetBranchAddress("boostedTau_idMVAoldDMdR032017v2", boostedTau_idMVAoldDMdR032017v2, &b_boostedTau_idMVAoldDMdR032017v2); + fChain->SetBranchAddress("boostedTau_mass", boostedTau_mass, &b_boostedTau_mass); + fChain->SetBranchAddress("boostedTau_phi", boostedTau_phi, &b_boostedTau_phi); + fChain->SetBranchAddress("boostedTau_genPartIdx", boostedTau_genPartIdx, &b_boostedTau_genPartIdx); + fChain->SetBranchAddress("nGenJet", &nGenJet, &b_nGenJet); + fChain->SetBranchAddress("GenJet_hadronFlavour", GenJet_hadronFlavour, &b_GenJet_hadronFlavour); + fChain->SetBranchAddress("GenJet_mass", GenJet_mass, &b_GenJet_mass); + fChain->SetBranchAddress("GenJet_partonFlavour", GenJet_partonFlavour, &b_GenJet_partonFlavour); + fChain->SetBranchAddress("GenJet_eta", GenJet_eta, &b_GenJet_eta); + fChain->SetBranchAddress("GenJet_pt", GenJet_pt, &b_GenJet_pt); + fChain->SetBranchAddress("GenJet_phi", GenJet_phi, &b_GenJet_phi); + fChain->SetBranchAddress("TriggerEffWeight_2l_u", &TriggerEffWeight_2l_u, &b_TriggerEffWeight_2l_u); + fChain->SetBranchAddress("TriggerEffWeight_sngMu", &TriggerEffWeight_sngMu, &b_TriggerEffWeight_sngMu); + fChain->SetBranchAddress("TriggerEffWeight_dblEl", &TriggerEffWeight_dblEl, &b_TriggerEffWeight_dblEl); + fChain->SetBranchAddress("TriggerEffWeight_4l", &TriggerEffWeight_4l, &b_TriggerEffWeight_4l); + fChain->SetBranchAddress("TriggerEffWeight_3l", &TriggerEffWeight_3l, &b_TriggerEffWeight_3l); + fChain->SetBranchAddress("TriggerEffWeight_dblMu", &TriggerEffWeight_dblMu, &b_TriggerEffWeight_dblMu); + fChain->SetBranchAddress("TriggerEffWeight_3l_u", &TriggerEffWeight_3l_u, &b_TriggerEffWeight_3l_u); + fChain->SetBranchAddress("TriggerEffWeight_1l_d", &TriggerEffWeight_1l_d, &b_TriggerEffWeight_1l_d); + fChain->SetBranchAddress("TriggerEffWeight_sngEl", &TriggerEffWeight_sngEl, &b_TriggerEffWeight_sngEl); + fChain->SetBranchAddress("TriggerEffWeight_2l_d", &TriggerEffWeight_2l_d, &b_TriggerEffWeight_2l_d); + fChain->SetBranchAddress("TriggerEffWeight_4l_d", &TriggerEffWeight_4l_d, &b_TriggerEffWeight_4l_d); + fChain->SetBranchAddress("TriggerEffWeight_3l_d", &TriggerEffWeight_3l_d, &b_TriggerEffWeight_3l_d); + fChain->SetBranchAddress("TriggerEffWeight_ElMu", &TriggerEffWeight_ElMu, &b_TriggerEffWeight_ElMu); + fChain->SetBranchAddress("TriggerEffWeight_1l_u", &TriggerEffWeight_1l_u, &b_TriggerEffWeight_1l_u); + fChain->SetBranchAddress("TriggerEffWeight_4l_u", &TriggerEffWeight_4l_u, &b_TriggerEffWeight_4l_u); + fChain->SetBranchAddress("TriggerEffWeight_1l", &TriggerEffWeight_1l, &b_TriggerEffWeight_1l); + fChain->SetBranchAddress("TriggerEffWeight_2l", &TriggerEffWeight_2l, &b_TriggerEffWeight_2l); + fChain->SetBranchAddress("TriggerSFWeight_ElMu", &TriggerSFWeight_ElMu, &b_TriggerSFWeight_ElMu); + fChain->SetBranchAddress("TriggerSFWeight_dblEl_d", &TriggerSFWeight_dblEl_d, &b_TriggerSFWeight_dblEl_d); + fChain->SetBranchAddress("TriggerSFWeight_3l", &TriggerSFWeight_3l, &b_TriggerSFWeight_3l); + fChain->SetBranchAddress("TriggerSFWeight_sngMu_u", &TriggerSFWeight_sngMu_u, &b_TriggerSFWeight_sngMu_u); + fChain->SetBranchAddress("TriggerSFWeight_dblMu", &TriggerSFWeight_dblMu, &b_TriggerSFWeight_dblMu); + fChain->SetBranchAddress("TriggerSFWeight_2l_u", &TriggerSFWeight_2l_u, &b_TriggerSFWeight_2l_u); + fChain->SetBranchAddress("TriggerSFWeight_ElMu_u", &TriggerSFWeight_ElMu_u, &b_TriggerSFWeight_ElMu_u); + fChain->SetBranchAddress("TriggerSFWeight_dblEl_u", &TriggerSFWeight_dblEl_u, &b_TriggerSFWeight_dblEl_u); + fChain->SetBranchAddress("TriggerSFWeight_sngMu_d", &TriggerSFWeight_sngMu_d, &b_TriggerSFWeight_sngMu_d); + fChain->SetBranchAddress("TriggerSFWeight_dblMu_u", &TriggerSFWeight_dblMu_u, &b_TriggerSFWeight_dblMu_u); + fChain->SetBranchAddress("TriggerSFWeight_sngEl_u", &TriggerSFWeight_sngEl_u, &b_TriggerSFWeight_sngEl_u); + fChain->SetBranchAddress("TriggerSFWeight_4l_u", &TriggerSFWeight_4l_u, &b_TriggerSFWeight_4l_u); + fChain->SetBranchAddress("TriggerSFWeight_ElMu_d", &TriggerSFWeight_ElMu_d, &b_TriggerSFWeight_ElMu_d); + fChain->SetBranchAddress("TriggerSFWeight_sngMu", &TriggerSFWeight_sngMu, &b_TriggerSFWeight_sngMu); + fChain->SetBranchAddress("TriggerSFWeight_1l_d", &TriggerSFWeight_1l_d, &b_TriggerSFWeight_1l_d); + fChain->SetBranchAddress("TriggerSFWeight_1l", &TriggerSFWeight_1l, &b_TriggerSFWeight_1l); + fChain->SetBranchAddress("TriggerSFWeight_2l", &TriggerSFWeight_2l, &b_TriggerSFWeight_2l); + fChain->SetBranchAddress("TriggerSFWeight_1l_u", &TriggerSFWeight_1l_u, &b_TriggerSFWeight_1l_u); + fChain->SetBranchAddress("TriggerSFWeight_sngEl", &TriggerSFWeight_sngEl, &b_TriggerSFWeight_sngEl); + fChain->SetBranchAddress("TriggerSFWeight_dblMu_d", &TriggerSFWeight_dblMu_d, &b_TriggerSFWeight_dblMu_d); + fChain->SetBranchAddress("TriggerSFWeight_sngEl_d", &TriggerSFWeight_sngEl_d, &b_TriggerSFWeight_sngEl_d); + fChain->SetBranchAddress("TriggerSFWeight_4l_d", &TriggerSFWeight_4l_d, &b_TriggerSFWeight_4l_d); + fChain->SetBranchAddress("TriggerSFWeight_dblEl", &TriggerSFWeight_dblEl, &b_TriggerSFWeight_dblEl); + fChain->SetBranchAddress("TriggerSFWeight_3l_u", &TriggerSFWeight_3l_u, &b_TriggerSFWeight_3l_u); + fChain->SetBranchAddress("TriggerSFWeight_4l", &TriggerSFWeight_4l, &b_TriggerSFWeight_4l); + fChain->SetBranchAddress("TriggerSFWeight_3l_d", &TriggerSFWeight_3l_d, &b_TriggerSFWeight_3l_d); + fChain->SetBranchAddress("TriggerSFWeight_2l_d", &TriggerSFWeight_2l_d, &b_TriggerSFWeight_2l_d); + fChain->SetBranchAddress("nGenJetAK8", &nGenJetAK8, &b_nGenJetAK8); + fChain->SetBranchAddress("GenJetAK8_phi", GenJetAK8_phi, &b_GenJetAK8_phi); + fChain->SetBranchAddress("GenJetAK8_eta", GenJetAK8_eta, &b_GenJetAK8_eta); + fChain->SetBranchAddress("GenJetAK8_mass", GenJetAK8_mass, &b_GenJetAK8_mass); + fChain->SetBranchAddress("GenJetAK8_pt", GenJetAK8_pt, &b_GenJetAK8_pt); + fChain->SetBranchAddress("GenJetAK8_hadronFlavour", GenJetAK8_hadronFlavour, &b_GenJetAK8_hadronFlavour); + fChain->SetBranchAddress("GenJetAK8_partonFlavour", GenJetAK8_partonFlavour, &b_GenJetAK8_partonFlavour); + fChain->SetBranchAddress("Flag_trkPOG_toomanystripclus53X", &Flag_trkPOG_toomanystripclus53X, &b_Flag_trkPOG_toomanystripclus53X); + fChain->SetBranchAddress("Flag_CSCTightHaloTrkMuUnvetoFilter", &Flag_CSCTightHaloTrkMuUnvetoFilter, &b_Flag_CSCTightHaloTrkMuUnvetoFilter); + fChain->SetBranchAddress("Flag_HBHENoiseFilter", &Flag_HBHENoiseFilter, &b_Flag_HBHENoiseFilter); + fChain->SetBranchAddress("Flag_EcalDeadCellBoundaryEnergyFilter", &Flag_EcalDeadCellBoundaryEnergyFilter, &b_Flag_EcalDeadCellBoundaryEnergyFilter); + fChain->SetBranchAddress("Flag_HBHENoiseIsoFilter", &Flag_HBHENoiseIsoFilter, &b_Flag_HBHENoiseIsoFilter); + fChain->SetBranchAddress("Flag_globalTightHalo2016Filter", &Flag_globalTightHalo2016Filter, &b_Flag_globalTightHalo2016Filter); + fChain->SetBranchAddress("Flag_trkPOG_logErrorTooManyClusters", &Flag_trkPOG_logErrorTooManyClusters, &b_Flag_trkPOG_logErrorTooManyClusters); + fChain->SetBranchAddress("Flag_BadPFMuonDzFilter", &Flag_BadPFMuonDzFilter, &b_Flag_BadPFMuonDzFilter); + fChain->SetBranchAddress("Flag_EcalDeadCellTriggerPrimitiveFilter", &Flag_EcalDeadCellTriggerPrimitiveFilter, &b_Flag_EcalDeadCellTriggerPrimitiveFilter); + fChain->SetBranchAddress("Flag_trkPOG_manystripclus53X", &Flag_trkPOG_manystripclus53X, &b_Flag_trkPOG_manystripclus53X); + fChain->SetBranchAddress("Flag_BadChargedCandidateFilter", &Flag_BadChargedCandidateFilter, &b_Flag_BadChargedCandidateFilter); + fChain->SetBranchAddress("Flag_hcalLaserEventFilter", &Flag_hcalLaserEventFilter, &b_Flag_hcalLaserEventFilter); + fChain->SetBranchAddress("Flag_hfNoisyHitsFilter", &Flag_hfNoisyHitsFilter, &b_Flag_hfNoisyHitsFilter); + fChain->SetBranchAddress("Flag_BadChargedCandidateSummer16Filter", &Flag_BadChargedCandidateSummer16Filter, &b_Flag_BadChargedCandidateSummer16Filter); + fChain->SetBranchAddress("Flag_chargedHadronTrackResolutionFilter", &Flag_chargedHadronTrackResolutionFilter, &b_Flag_chargedHadronTrackResolutionFilter); + fChain->SetBranchAddress("Flag_trkPOGFilters", &Flag_trkPOGFilters, &b_Flag_trkPOGFilters); + fChain->SetBranchAddress("Flag_muonBadTrackFilter", &Flag_muonBadTrackFilter, &b_Flag_muonBadTrackFilter); + fChain->SetBranchAddress("Flag_HcalStripHaloFilter", &Flag_HcalStripHaloFilter, &b_Flag_HcalStripHaloFilter); + fChain->SetBranchAddress("Flag_CSCTightHaloFilter", &Flag_CSCTightHaloFilter, &b_Flag_CSCTightHaloFilter); + fChain->SetBranchAddress("Flag_BadPFMuonFilter", &Flag_BadPFMuonFilter, &b_Flag_BadPFMuonFilter); + fChain->SetBranchAddress("Flag_eeBadScFilter", &Flag_eeBadScFilter, &b_Flag_eeBadScFilter); + fChain->SetBranchAddress("Flag_globalSuperTightHalo2016Filter", &Flag_globalSuperTightHalo2016Filter, &b_Flag_globalSuperTightHalo2016Filter); + fChain->SetBranchAddress("Flag_METFilters", &Flag_METFilters, &b_Flag_METFilters); + fChain->SetBranchAddress("Flag_ecalBadCalibFilter", &Flag_ecalBadCalibFilter, &b_Flag_ecalBadCalibFilter); + fChain->SetBranchAddress("Flag_BadPFMuonSummer16Filter", &Flag_BadPFMuonSummer16Filter, &b_Flag_BadPFMuonSummer16Filter); + fChain->SetBranchAddress("Flag_ecalLaserCorrFilter", &Flag_ecalLaserCorrFilter, &b_Flag_ecalLaserCorrFilter); + fChain->SetBranchAddress("Flag_goodVertices", &Flag_goodVertices, &b_Flag_goodVertices); + fChain->SetBranchAddress("Flag_CSCTightHalo2015Filter", &Flag_CSCTightHalo2015Filter, &b_Flag_CSCTightHalo2015Filter); + fChain->SetBranchAddress("Pileup_sumLOOT", &Pileup_sumLOOT, &b_Pileup_sumLOOT); + fChain->SetBranchAddress("Pileup_nPU", &Pileup_nPU, &b_Pileup_nPU); + fChain->SetBranchAddress("Pileup_nTrueInt", &Pileup_nTrueInt, &b_Pileup_nTrueInt); + fChain->SetBranchAddress("Pileup_pudensity", &Pileup_pudensity, &b_Pileup_pudensity); + fChain->SetBranchAddress("Pileup_gpudensity", &Pileup_gpudensity, &b_Pileup_gpudensity); + fChain->SetBranchAddress("Pileup_sumEOOT", &Pileup_sumEOOT, &b_Pileup_sumEOOT); + fChain->SetBranchAddress("HTXS_stage_1_pTjet25", &HTXS_stage_1_pTjet25, &b_HTXS_stage_1_pTjet25); + fChain->SetBranchAddress("HTXS_stage1_1_cat_pTjet30GeV", &HTXS_stage1_1_cat_pTjet30GeV, &b_HTXS_stage1_1_cat_pTjet30GeV); + fChain->SetBranchAddress("HTXS_stage1_2_cat_pTjet25GeV", &HTXS_stage1_2_cat_pTjet25GeV, &b_HTXS_stage1_2_cat_pTjet25GeV); + fChain->SetBranchAddress("HTXS_Higgs_y", &HTXS_Higgs_y, &b_HTXS_Higgs_y); + fChain->SetBranchAddress("HTXS_stage1_1_fine_cat_pTjet25GeV", &HTXS_stage1_1_fine_cat_pTjet25GeV, &b_HTXS_stage1_1_fine_cat_pTjet25GeV); + fChain->SetBranchAddress("HTXS_stage1_2_cat_pTjet30GeV", &HTXS_stage1_2_cat_pTjet30GeV, &b_HTXS_stage1_2_cat_pTjet30GeV); + fChain->SetBranchAddress("HTXS_njets30", &HTXS_njets30, &b_HTXS_njets30); + fChain->SetBranchAddress("HTXS_stage1_2_fine_cat_pTjet30GeV", &HTXS_stage1_2_fine_cat_pTjet30GeV, &b_HTXS_stage1_2_fine_cat_pTjet30GeV); + fChain->SetBranchAddress("HTXS_stage_1_pTjet30", &HTXS_stage_1_pTjet30, &b_HTXS_stage_1_pTjet30); + fChain->SetBranchAddress("HTXS_stage_0", &HTXS_stage_0, &b_HTXS_stage_0); + fChain->SetBranchAddress("HTXS_stage1_1_cat_pTjet25GeV", &HTXS_stage1_1_cat_pTjet25GeV, &b_HTXS_stage1_1_cat_pTjet25GeV); + fChain->SetBranchAddress("HTXS_Higgs_pt", &HTXS_Higgs_pt, &b_HTXS_Higgs_pt); + fChain->SetBranchAddress("HTXS_stage1_1_fine_cat_pTjet30GeV", &HTXS_stage1_1_fine_cat_pTjet30GeV, &b_HTXS_stage1_1_fine_cat_pTjet30GeV); + fChain->SetBranchAddress("HTXS_stage1_2_fine_cat_pTjet25GeV", &HTXS_stage1_2_fine_cat_pTjet25GeV, &b_HTXS_stage1_2_fine_cat_pTjet25GeV); + fChain->SetBranchAddress("HTXS_njets25", &HTXS_njets25, &b_HTXS_njets25); + fChain->SetBranchAddress("GenVtx_z", &GenVtx_z, &b_GenVtx_z); + fChain->SetBranchAddress("GenVtx_x", &GenVtx_x, &b_GenVtx_x); + fChain->SetBranchAddress("GenVtx_y", &GenVtx_y, &b_GenVtx_y); + fChain->SetBranchAddress("GenVtx_t0", &GenVtx_t0, &b_GenVtx_t0); + fChain->SetBranchAddress("Generator_scalePDF", &Generator_scalePDF, &b_Generator_scalePDF); + fChain->SetBranchAddress("Generator_id1", &Generator_id1, &b_Generator_id1); + fChain->SetBranchAddress("Generator_x1", &Generator_x1, &b_Generator_x1); + fChain->SetBranchAddress("Generator_binvar", &Generator_binvar, &b_Generator_binvar); + fChain->SetBranchAddress("Generator_xpdf1", &Generator_xpdf1, &b_Generator_xpdf1); + fChain->SetBranchAddress("Generator_id2", &Generator_id2, &b_Generator_id2); + fChain->SetBranchAddress("Generator_weight", &Generator_weight, &b_Generator_weight); + fChain->SetBranchAddress("Generator_x2", &Generator_x2, &b_Generator_x2); + fChain->SetBranchAddress("Generator_xpdf2", &Generator_xpdf2, &b_Generator_xpdf2); + fChain->SetBranchAddress("Trigger_sngMu", &Trigger_sngMu, &b_Trigger_sngMu); + fChain->SetBranchAddress("Trigger_dblMu", &Trigger_dblMu, &b_Trigger_dblMu); + fChain->SetBranchAddress("Trigger_sngEl", &Trigger_sngEl, &b_Trigger_sngEl); + fChain->SetBranchAddress("Trigger_dblEl", &Trigger_dblEl, &b_Trigger_dblEl); + fChain->SetBranchAddress("Trigger_ElMu", &Trigger_ElMu, &b_Trigger_ElMu); + fChain->SetBranchAddress("nGenVisTau", &nGenVisTau, &b_nGenVisTau); + fChain->SetBranchAddress("GenVisTau_genPartIdxMother", GenVisTau_genPartIdxMother, &b_GenVisTau_genPartIdxMother); + fChain->SetBranchAddress("GenVisTau_mass", GenVisTau_mass, &b_GenVisTau_mass); + fChain->SetBranchAddress("GenVisTau_status", GenVisTau_status, &b_GenVisTau_status); + fChain->SetBranchAddress("GenVisTau_charge", GenVisTau_charge, &b_GenVisTau_charge); + fChain->SetBranchAddress("GenVisTau_eta", GenVisTau_eta, &b_GenVisTau_eta); + fChain->SetBranchAddress("GenVisTau_phi", GenVisTau_phi, &b_GenVisTau_phi); + fChain->SetBranchAddress("GenVisTau_pt", GenVisTau_pt, &b_GenVisTau_pt); + fChain->SetBranchAddress("RawPuppiMET_sumEt", &RawPuppiMET_sumEt, &b_RawPuppiMET_sumEt); + fChain->SetBranchAddress("RawPuppiMET_pt", &RawPuppiMET_pt, &b_RawPuppiMET_pt); + fChain->SetBranchAddress("RawPuppiMET_phi", &RawPuppiMET_phi, &b_RawPuppiMET_phi); + fChain->SetBranchAddress("nSoftActivityJet", &nSoftActivityJet, &b_nSoftActivityJet); + fChain->SetBranchAddress("SoftActivityJet_pt", SoftActivityJet_pt, &b_SoftActivityJet_pt); + fChain->SetBranchAddress("SoftActivityJet_phi", SoftActivityJet_phi, &b_SoftActivityJet_phi); + fChain->SetBranchAddress("SoftActivityJet_eta", SoftActivityJet_eta, &b_SoftActivityJet_eta); + fChain->SetBranchAddress("CaloMET_phi", &CaloMET_phi, &b_CaloMET_phi); + fChain->SetBranchAddress("CaloMET_sumEt", &CaloMET_sumEt, &b_CaloMET_sumEt); + fChain->SetBranchAddress("CaloMET_pt", &CaloMET_pt, &b_CaloMET_pt); + fChain->SetBranchAddress("nFsrPhoton", &nFsrPhoton, &b_nFsrPhoton); + fChain->SetBranchAddress("FsrPhoton_relIso03", FsrPhoton_relIso03, &b_FsrPhoton_relIso03); + fChain->SetBranchAddress("FsrPhoton_phi", FsrPhoton_phi, &b_FsrPhoton_phi); + fChain->SetBranchAddress("FsrPhoton_eta", FsrPhoton_eta, &b_FsrPhoton_eta); + fChain->SetBranchAddress("FsrPhoton_muonIdx", FsrPhoton_muonIdx, &b_FsrPhoton_muonIdx); + fChain->SetBranchAddress("FsrPhoton_dROverEt2", FsrPhoton_dROverEt2, &b_FsrPhoton_dROverEt2); + fChain->SetBranchAddress("FsrPhoton_pt", FsrPhoton_pt, &b_FsrPhoton_pt); + fChain->SetBranchAddress("PV_x", &PV_x, &b_PV_x); + fChain->SetBranchAddress("PV_y", &PV_y, &b_PV_y); + fChain->SetBranchAddress("PV_score", &PV_score, &b_PV_score); + fChain->SetBranchAddress("PV_chi2", &PV_chi2, &b_PV_chi2); + fChain->SetBranchAddress("PV_npvs", &PV_npvs, &b_PV_npvs); + fChain->SetBranchAddress("PV_z", &PV_z, &b_PV_z); + fChain->SetBranchAddress("PV_ndof", &PV_ndof, &b_PV_ndof); + fChain->SetBranchAddress("PV_npvsGood", &PV_npvsGood, &b_PV_npvsGood); + fChain->SetBranchAddress("nSV", &nSV, &b_nSV); + fChain->SetBranchAddress("SV_chi2", SV_chi2, &b_SV_chi2); + fChain->SetBranchAddress("SV_ndof", SV_ndof, &b_SV_ndof); + fChain->SetBranchAddress("SV_charge", SV_charge, &b_SV_charge); + fChain->SetBranchAddress("SV_eta", SV_eta, &b_SV_eta); + fChain->SetBranchAddress("SV_phi", SV_phi, &b_SV_phi); + fChain->SetBranchAddress("SV_x", SV_x, &b_SV_x); + fChain->SetBranchAddress("SV_mass", SV_mass, &b_SV_mass); + fChain->SetBranchAddress("SV_dxy", SV_dxy, &b_SV_dxy); + fChain->SetBranchAddress("SV_pt", SV_pt, &b_SV_pt); + fChain->SetBranchAddress("SV_z", SV_z, &b_SV_z); + fChain->SetBranchAddress("SV_dxySig", SV_dxySig, &b_SV_dxySig); + fChain->SetBranchAddress("SV_dlen", SV_dlen, &b_SV_dlen); + fChain->SetBranchAddress("SV_pAngle", SV_pAngle, &b_SV_pAngle); + fChain->SetBranchAddress("SV_ntracks", SV_ntracks, &b_SV_ntracks); + fChain->SetBranchAddress("SV_y", SV_y, &b_SV_y); + fChain->SetBranchAddress("SV_dlenSig", SV_dlenSig, &b_SV_dlenSig); + fChain->SetBranchAddress("GenMET_pt", &GenMET_pt, &b_GenMET_pt); + fChain->SetBranchAddress("GenMET_phi", &GenMET_phi, &b_GenMET_phi); + fChain->SetBranchAddress("gen_mll", &gen_mll, &b_gen_mll); + fChain->SetBranchAddress("gen_llchannel", &gen_llchannel, &b_gen_llchannel); + fChain->SetBranchAddress("gen_ptllmet", &gen_ptllmet, &b_gen_ptllmet); + fChain->SetBranchAddress("gen_mlvlv", &gen_mlvlv, &b_gen_mlvlv); + fChain->SetBranchAddress("gen_ptll", &gen_ptll, &b_gen_ptll); + fChain->SetBranchAddress("nOtherPV", &nOtherPV, &b_nOtherPV); + fChain->SetBranchAddress("OtherPV_z", OtherPV_z, &b_OtherPV_z); + fChain->SetBranchAddress("topGenPt", &topGenPt, &b_topGenPt); + fChain->SetBranchAddress("mTOT_cut", &mTOT_cut, &b_mTOT_cut); + fChain->SetBranchAddress("dphilep1jj", &dphilep1jj, &b_dphilep1jj); + fChain->SetBranchAddress("btagWeight_DeepCSVB", &btagWeight_DeepCSVB, &b_btagWeight_DeepCSVB); + fChain->SetBranchAddress("WlepMt_whss", &WlepMt_whss, &b_WlepMt_whss); + fChain->SetBranchAddress("channel", &channel, &b_channel); + fChain->SetBranchAddress("detaj2l1", &detaj2l1, &b_detaj2l1); + fChain->SetBranchAddress("baseW", &baseW, &b_baseW); + fChain->SetBranchAddress("PSWeight", PSWeight, &b_PSWeight); + fChain->SetBranchAddress("pTWW", &pTWW, &b_pTWW); + fChain->SetBranchAddress("genWeight", &genWeight, &b_genWeight); + fChain->SetBranchAddress("jetpt2_cut", &jetpt2_cut, &b_jetpt2_cut); + fChain->SetBranchAddress("dphijet1met", &dphijet1met, &b_dphijet1met); + fChain->SetBranchAddress("dphilep1jet2", &dphilep1jet2, &b_dphilep1jet2); + fChain->SetBranchAddress("L1Reco_step", &L1Reco_step, &b_L1Reco_step); + fChain->SetBranchAddress("dphijjmet_cut", &dphijjmet_cut, &b_dphijjmet_cut); + fChain->SetBranchAddress("SoftActivityJetNjets2", &SoftActivityJetNjets2, &b_SoftActivityJetNjets2); + fChain->SetBranchAddress("LHEScaleWeight", LHEScaleWeight, &b_LHEScaleWeight); + fChain->SetBranchAddress("dphilljet", &dphilljet, &b_dphilljet); + fChain->SetBranchAddress("nLHEReweightingWeight", &nLHEReweightingWeight, &b_nLHEReweightingWeight); + fChain->SetBranchAddress("higgsGenEta", &higgsGenEta, &b_higgsGenEta); + fChain->SetBranchAddress("mtw2", &mtw2, &b_mtw2); + fChain->SetBranchAddress("SoftActivityJetHT5", &SoftActivityJetHT5, &b_SoftActivityJetHT5); + fChain->SetBranchAddress("detaj1l1", &detaj1l1, &b_detaj1l1); + fChain->SetBranchAddress("mtw1", &mtw1, &b_mtw1); + fChain->SetBranchAddress("PfMetDivSumMet", &PfMetDivSumMet, &b_PfMetDivSumMet); + fChain->SetBranchAddress("mlljj20_whss_no_jet2", &mlljj20_whss_no_jet2, &b_mlljj20_whss_no_jet2); + fChain->SetBranchAddress("dphilep2jet1", &dphilep2jet1, &b_dphilep2jet1); + fChain->SetBranchAddress("fixedGridRhoFastjetAll", &fixedGridRhoFastjetAll, &b_fixedGridRhoFastjetAll); + fChain->SetBranchAddress("dphijet1met_cut", &dphijet1met_cut, &b_dphijet1met_cut); + fChain->SetBranchAddress("LHEPdfWeight", LHEPdfWeight, &b_LHEPdfWeight); + fChain->SetBranchAddress("SoftActivityJetHT10", &SoftActivityJetHT10, &b_SoftActivityJetHT10); + fChain->SetBranchAddress("run", &run, &b_run); + fChain->SetBranchAddress("dphilmet", &dphilmet, &b_dphilmet); + fChain->SetBranchAddress("Ceta_cut", &Ceta_cut, &b_Ceta_cut); + fChain->SetBranchAddress("SoftActivityJetNjets10", &SoftActivityJetNjets10, &b_SoftActivityJetNjets10); + fChain->SetBranchAddress("phi2", &phi2, &b_phi2); + fChain->SetBranchAddress("L1simulation_step", &L1simulation_step, &b_L1simulation_step); + fChain->SetBranchAddress("mcollWW", &mcollWW, &b_mcollWW); + fChain->SetBranchAddress("nLHEPdfWeight", &nLHEPdfWeight, &b_nLHEPdfWeight); + fChain->SetBranchAddress("run_period", &run_period, &b_run_period); + fChain->SetBranchAddress("mll", &mll, &b_mll); + fChain->SetBranchAddress("TriggerEmulator", TriggerEmulator, &b_TriggerEmulator); + fChain->SetBranchAddress("WlepPt_whss", &WlepPt_whss, &b_WlepPt_whss); + fChain->SetBranchAddress("mjj", &mjj, &b_mjj); + fChain->SetBranchAddress("antitopGenEta", &antitopGenEta, &b_antitopGenEta); + fChain->SetBranchAddress("dphilljetjet_cut", &dphilljetjet_cut, &b_dphilljetjet_cut); + fChain->SetBranchAddress("dphilmet2", &dphilmet2, &b_dphilmet2); + fChain->SetBranchAddress("genVPt", &genVPt, &b_genVPt); + fChain->SetBranchAddress("projpfmet", &projpfmet, &b_projpfmet); + fChain->SetBranchAddress("mllTwoThree", &mllTwoThree, &b_mllTwoThree); + fChain->SetBranchAddress("HLTriggerFirstPath", &HLTriggerFirstPath, &b_HLTriggerFirstPath); + fChain->SetBranchAddress("njet", &njet, &b_njet); + fChain->SetBranchAddress("fixedGridRhoFastjetCentralChargedPileUp", &fixedGridRhoFastjetCentralChargedPileUp, &b_fixedGridRhoFastjetCentralChargedPileUp); + fChain->SetBranchAddress("event", &event, &b_event); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_StatUp", &L1PreFiringWeight_Muon_StatUp, &b_L1PreFiringWeight_Muon_StatUp); + fChain->SetBranchAddress("HLTriggerFinalPath", &HLTriggerFinalPath, &b_HLTriggerFinalPath); + fChain->SetBranchAddress("higgsGenMass", &higgsGenMass, &b_higgsGenMass); + fChain->SetBranchAddress("dphilljet_cut", &dphilljet_cut, &b_dphilljet_cut); + fChain->SetBranchAddress("higgsGenPhi", &higgsGenPhi, &b_higgsGenPhi); + fChain->SetBranchAddress("eta2", &eta2, &b_eta2); + fChain->SetBranchAddress("dphijj", &dphijj, &b_dphijj); + fChain->SetBranchAddress("L1PreFiringWeight_Dn", &L1PreFiringWeight_Dn, &b_L1PreFiringWeight_Dn); + fChain->SetBranchAddress("projtkmet", &projtkmet, &b_projtkmet); + fChain->SetBranchAddress("WlepPt_whss_no_jet2", &WlepPt_whss_no_jet2, &b_WlepPt_whss_no_jet2); + fChain->SetBranchAddress("SoftActivityJetNjets5", &SoftActivityJetNjets5, &b_SoftActivityJetNjets5); + fChain->SetBranchAddress("ptjj", &ptjj, &b_ptjj); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_Nom", &L1PreFiringWeight_Muon_Nom, &b_L1PreFiringWeight_Muon_Nom); + fChain->SetBranchAddress("dphill", &dphill, &b_dphill); + fChain->SetBranchAddress("dphilep1jet1", &dphilep1jet1, &b_dphilep1jet1); + fChain->SetBranchAddress("nPSWeight", &nPSWeight, &b_nPSWeight); + fChain->SetBranchAddress("fixedGridRhoFastjetCentralNeutral", &fixedGridRhoFastjetCentralNeutral, &b_fixedGridRhoFastjetCentralNeutral); + fChain->SetBranchAddress("SoftActivityJetHT2", &SoftActivityJetHT2, &b_SoftActivityJetHT2); + fChain->SetBranchAddress("mllWgSt", &mllWgSt, &b_mllWgSt); + fChain->SetBranchAddress("yll", &yll, &b_yll); + fChain->SetBranchAddress("fixedGridRhoFastjetCentral", &fixedGridRhoFastjetCentral, &b_fixedGridRhoFastjetCentral); + fChain->SetBranchAddress("L1PreFiringWeight_Nom", &L1PreFiringWeight_Nom, &b_L1PreFiringWeight_Nom); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_SystUp", &L1PreFiringWeight_Muon_SystUp, &b_L1PreFiringWeight_Muon_SystUp); + fChain->SetBranchAddress("topGenMass", &topGenMass, &b_topGenMass); + fChain->SetBranchAddress("WlepPt_whss_jet2", &WlepPt_whss_jet2, &b_WlepPt_whss_jet2); + fChain->SetBranchAddress("mlljj20_whss_jet2", &mlljj20_whss_jet2, &b_mlljj20_whss_jet2); + fChain->SetBranchAddress("mTi", &mTi, &b_mTi); + fChain->SetBranchAddress("mllOneThree", &mllOneThree, &b_mllOneThree); + fChain->SetBranchAddress("mlljj20_whss", &mlljj20_whss, &b_mlljj20_whss); + fChain->SetBranchAddress("pt2", &pt2, &b_pt2); + fChain->SetBranchAddress("dphillmet", &dphillmet, &b_dphillmet); + fChain->SetBranchAddress("drll", &drll, &b_drll); + fChain->SetBranchAddress("phi1", &phi1, &b_phi1); + fChain->SetBranchAddress("dphijet2met_cut", &dphijet2met_cut, &b_dphijet2met_cut); + fChain->SetBranchAddress("eta1", &eta1, &b_eta1); + fChain->SetBranchAddress("mllThird", &mllThird, &b_mllThird); + fChain->SetBranchAddress("luminosityBlock", &luminosityBlock, &b_luminosityBlock); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_SystDn", &L1PreFiringWeight_Muon_SystDn, &b_L1PreFiringWeight_Muon_SystDn); + fChain->SetBranchAddress("choiMass", &choiMass, &b_choiMass); + fChain->SetBranchAddress("drjj", &drjj, &b_drjj); + fChain->SetBranchAddress("fixedGridRhoFastjetCentralCalo", &fixedGridRhoFastjetCentralCalo, &b_fixedGridRhoFastjetCentralCalo); + fChain->SetBranchAddress("antitopGenPhi", &antitopGenPhi, &b_antitopGenPhi); + fChain->SetBranchAddress("genTtbarId", &genTtbarId, &b_genTtbarId); + fChain->SetBranchAddress("mR", &mR, &b_mR); + fChain->SetBranchAddress("m2ljj20", &m2ljj20, &b_m2ljj20); + fChain->SetBranchAddress("jetpt1_cut", &jetpt1_cut, &b_jetpt1_cut); + fChain->SetBranchAddress("dphil1tkmet", &dphil1tkmet, &b_dphil1tkmet); + fChain->SetBranchAddress("L1PreFiringWeight_ECAL_Nom", &L1PreFiringWeight_ECAL_Nom, &b_L1PreFiringWeight_ECAL_Nom); + fChain->SetBranchAddress("dphilep2jet2", &dphilep2jet2, &b_dphilep2jet2); + fChain->SetBranchAddress("ht", &ht, &b_ht); + fChain->SetBranchAddress("dphilep2jj", &dphilep2jj, &b_dphilep2jj); + fChain->SetBranchAddress("recoil", &recoil, &b_recoil); + fChain->SetBranchAddress("mth", &mth, &b_mth); + fChain->SetBranchAddress("topGenPhi", &topGenPhi, &b_topGenPhi); + fChain->SetBranchAddress("dphijjmet", &dphijjmet, &b_dphijjmet); + fChain->SetBranchAddress("detaj2l2", &detaj2l2, &b_detaj2l2); + fChain->SetBranchAddress("nLHEScaleWeight", &nLHEScaleWeight, &b_nLHEScaleWeight); + fChain->SetBranchAddress("ptll", &ptll, &b_ptll); + fChain->SetBranchAddress("OLV2_cut", &OLV2_cut, &b_OLV2_cut); + fChain->SetBranchAddress("dphilljetjet", &dphilljetjet, &b_dphilljetjet); + fChain->SetBranchAddress("dphiltkmet", &dphiltkmet, &b_dphiltkmet); + fChain->SetBranchAddress("drllOneThree", &drllOneThree, &b_drllOneThree); + fChain->SetBranchAddress("maxdphilepjj", &maxdphilepjj, &b_maxdphilepjj); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_StatDn", &L1PreFiringWeight_Muon_StatDn, &b_L1PreFiringWeight_Muon_StatDn); + fChain->SetBranchAddress("drllWgSt", &drllWgSt, &b_drllWgSt); + fChain->SetBranchAddress("nisLoose", &nisLoose, &b_nisLoose); + fChain->SetBranchAddress("isLoose", isLoose, &b_isLoose); + fChain->SetBranchAddress("btagWeight_CSVV2", &btagWeight_CSVV2, &b_btagWeight_CSVV2); + fChain->SetBranchAddress("CUT", &CUT, &b_CUT); + fChain->SetBranchAddress("pt1", &pt1, &b_pt1); + fChain->SetBranchAddress("detall", &detall, &b_detall); + fChain->SetBranchAddress("antitopGenMass", &antitopGenMass, &b_antitopGenMass); + fChain->SetBranchAddress("vht_pt", &vht_pt, &b_vht_pt); + fChain->SetBranchAddress("pTHjj", &pTHjj, &b_pTHjj); + fChain->SetBranchAddress("L1PreFiringWeight_Up", &L1PreFiringWeight_Up, &b_L1PreFiringWeight_Up); + fChain->SetBranchAddress("LHEReweightingWeight", &LHEReweightingWeight, &b_LHEReweightingWeight); + fChain->SetBranchAddress("m2ljj30", &m2ljj30, &b_m2ljj30); + fChain->SetBranchAddress("L1PreFiringWeight_ECAL_Up", &L1PreFiringWeight_ECAL_Up, &b_L1PreFiringWeight_ECAL_Up); + fChain->SetBranchAddress("higgsGenPt", &higgsGenPt, &b_higgsGenPt); + fChain->SetBranchAddress("ptTOT_cut", &ptTOT_cut, &b_ptTOT_cut); + fChain->SetBranchAddress("upara", &upara, &b_upara); + fChain->SetBranchAddress("dphilmet1", &dphilmet1, &b_dphilmet1); + fChain->SetBranchAddress("mlljj30_whss", &mlljj30_whss, &b_mlljj30_whss); + fChain->SetBranchAddress("antitopGenPt", &antitopGenPt, &b_antitopGenPt); + fChain->SetBranchAddress("detaj1l2", &detaj1l2, &b_detaj1l2); + fChain->SetBranchAddress("dphil2tkmet", &dphil2tkmet, &b_dphil2tkmet); + fChain->SetBranchAddress("SoftActivityJetHT", &SoftActivityJetHT, &b_SoftActivityJetHT); + fChain->SetBranchAddress("OLV1_cut", &OLV1_cut, &b_OLV1_cut); + fChain->SetBranchAddress("drllTwoThree", &drllTwoThree, &b_drllTwoThree); + fChain->SetBranchAddress("mcoll", &mcoll, &b_mcoll); + fChain->SetBranchAddress("topGenEta", &topGenEta, &b_topGenEta); + fChain->SetBranchAddress("uperp", &uperp, &b_uperp); + fChain->SetBranchAddress("L1PreFiringWeight_ECAL_Dn", &L1PreFiringWeight_ECAL_Dn, &b_L1PreFiringWeight_ECAL_Dn); + fChain->SetBranchAddress("mTe", &mTe, &b_mTe); + fChain->SetBranchAddress("dphijet2met", &dphijet2met, &b_dphijet2met); + fChain->SetBranchAddress("detajj", &detajj, &b_detajj); + fChain->SetBranchAddress("mindetajl", &mindetajl, &b_mindetajl); + Notify(); +} + +Bool_t postproc::Notify() +{ + // The Notify() function is called when a new file is opened. This + // can be either for a new TTree in a TChain or when when a new TTree + // is started when using PROOF. It is normally not necessary to make changes + // to the generated code, but the routine can be extended by the + // user if needed. The return value is currently not used. + + return kTRUE; +} + +void postproc::Show(Long64_t entry) +{ +// Print contents of entry. +// If entry is not specified, print current entry + if (!fChain) return; + fChain->Show(entry); +} +Int_t postproc::Cut(Long64_t entry) +{ +// This function may be called from Loop. +// returns 1 if entry is accepted. +// returns -1 otherwise. + return 1; +} +#endif // #ifdef postproc_cxx diff --git a/Hgg/2018UL1l/postprocData.C b/Hgg/2018UL1l/postprocData.C new file mode 100644 index 00000000..f1052192 --- /dev/null +++ b/Hgg/2018UL1l/postprocData.C @@ -0,0 +1,43 @@ +#define postprocData_cxx +#include "postprocData.h" +#include +#include +#include + +void postprocData::Loop() +{ +// In a ROOT session, you can do: +// root> .L postprocData.C +// root> postprocData t +// root> t.GetEntry(12); // Fill t data members with entry number 12 +// root> t.Show(); // Show values of entry 12 +// root> t.Show(16); // Read and show values of entry 16 +// root> t.Loop(); // Loop on all entries +// + +// This is the loop skeleton where: +// jentry is the global entry number in the chain +// ientry is the entry number in the current Tree +// Note that the argument to GetEntry must be: +// jentry for TChain::GetEntry +// ientry for TTree::GetEntry and TBranch::GetEntry +// +// To read only selected branches, Insert statements like: +// METHOD1: +// fChain->SetBranchStatus("*",0); // disable all branches +// fChain->SetBranchStatus("branchname",1); // activate branchname +// METHOD2: replace line +// fChain->GetEntry(jentry); //read all branches +//by b_branchname->GetEntry(ientry); //read only this branch + if (fChain == 0) return; + + Long64_t nentries = fChain->GetEntriesFast(); + + Long64_t nbytes = 0, nb = 0; + for (Long64_t jentry=0; jentryGetEntry(jentry); nbytes += nb; + // if (Cut(ientry) < 0) continue; + } +} diff --git a/Hgg/2018UL1l/postprocData.h b/Hgg/2018UL1l/postprocData.h new file mode 100644 index 00000000..be90e095 --- /dev/null +++ b/Hgg/2018UL1l/postprocData.h @@ -0,0 +1,5412 @@ +////////////////////////////////////////////////////////// +// This class has been automatically generated on +// Tue Oct 14 12:28:14 2025 by ROOT version 6.30/02 +// from TTree Events/Events +// found on file: root://eoscms.cern.ch//eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/nanoLatino_MuonEG_Run2018A-UL2018-v1__part13.root +////////////////////////////////////////////////////////// + +#ifndef postprocData_h +#define postprocData_h + +#include +#include +#include + +// Header file for the classes stored in the TTree if any. + +class postprocData { +public : + TTree *fChain; //!pointer to the analyzed TTree or TChain + Int_t fCurrent; //!current Tree number in a TChain + +// Fixed size dimensions of array or collections stored in the TTree if any. + + // Declaration of leaf types + UInt_t run; + UInt_t luminosityBlock; + ULong64_t event; + UInt_t nboostedTau; + Float_t boostedTau_chargedIso[4]; //[nboostedTau] + Float_t boostedTau_eta[4]; //[nboostedTau] + Float_t boostedTau_leadTkDeltaEta[4]; //[nboostedTau] + Float_t boostedTau_leadTkDeltaPhi[4]; //[nboostedTau] + Float_t boostedTau_leadTkPtOverTauPt[4]; //[nboostedTau] + Float_t boostedTau_mass[4]; //[nboostedTau] + Float_t boostedTau_neutralIso[4]; //[nboostedTau] + Float_t boostedTau_phi[4]; //[nboostedTau] + Float_t boostedTau_photonsOutsideSignalCone[4]; //[nboostedTau] + Float_t boostedTau_pt[4]; //[nboostedTau] + Float_t boostedTau_puCorr[4]; //[nboostedTau] + Float_t boostedTau_rawAntiEle2018[4]; //[nboostedTau] + Float_t boostedTau_rawIso[4]; //[nboostedTau] + Float_t boostedTau_rawIsodR03[4]; //[nboostedTau] + Float_t boostedTau_rawMVAnewDM2017v2[4]; //[nboostedTau] + Float_t boostedTau_rawMVAoldDM2017v2[4]; //[nboostedTau] + Float_t boostedTau_rawMVAoldDMdR032017v2[4]; //[nboostedTau] + Int_t boostedTau_charge[4]; //[nboostedTau] + Int_t boostedTau_decayMode[4]; //[nboostedTau] + Int_t boostedTau_jetIdx[4]; //[nboostedTau] + Int_t boostedTau_rawAntiEleCat2018[4]; //[nboostedTau] + UChar_t boostedTau_idAntiEle2018[4]; //[nboostedTau] + UChar_t boostedTau_idAntiMu[4]; //[nboostedTau] + UChar_t boostedTau_idMVAnewDM2017v2[4]; //[nboostedTau] + UChar_t boostedTau_idMVAoldDM2017v2[4]; //[nboostedTau] + UChar_t boostedTau_idMVAoldDMdR032017v2[4]; //[nboostedTau] + Float_t CaloMET_phi; + Float_t CaloMET_pt; + Float_t CaloMET_sumEt; + Float_t ChsMET_phi; + Float_t ChsMET_pt; + Float_t ChsMET_sumEt; + UInt_t nCorrT1METJet; + Float_t CorrT1METJet_area[33]; //[nCorrT1METJet] + Float_t CorrT1METJet_eta[33]; //[nCorrT1METJet] + Float_t CorrT1METJet_muonSubtrFactor[33]; //[nCorrT1METJet] + Float_t CorrT1METJet_phi[33]; //[nCorrT1METJet] + Float_t CorrT1METJet_rawPt[33]; //[nCorrT1METJet] + Float_t DeepMETResolutionTune_phi; + Float_t DeepMETResolutionTune_pt; + Float_t DeepMETResponseTune_phi; + Float_t DeepMETResponseTune_pt; + UInt_t nElectron; + Float_t Electron_dEscaleDown[8]; //[nElectron] + Float_t Electron_dEscaleUp[8]; //[nElectron] + Float_t Electron_dEsigmaDown[8]; //[nElectron] + Float_t Electron_dEsigmaUp[8]; //[nElectron] + Float_t Electron_deltaEtaSC[8]; //[nElectron] + Float_t Electron_dr03EcalRecHitSumEt[8]; //[nElectron] + Float_t Electron_dr03HcalDepth1TowerSumEt[8]; //[nElectron] + Float_t Electron_dr03TkSumPt[8]; //[nElectron] + Float_t Electron_dr03TkSumPtHEEP[8]; //[nElectron] + Float_t Electron_dxy[8]; //[nElectron] + Float_t Electron_dxyErr[8]; //[nElectron] + Float_t Electron_dz[8]; //[nElectron] + Float_t Electron_dzErr[8]; //[nElectron] + Float_t Electron_eCorr[8]; //[nElectron] + Float_t Electron_eInvMinusPInv[8]; //[nElectron] + Float_t Electron_energyErr[8]; //[nElectron] + Float_t Electron_eta[8]; //[nElectron] + Float_t Electron_hoe[8]; //[nElectron] + Float_t Electron_ip3d[8]; //[nElectron] + Float_t Electron_jetPtRelv2[8]; //[nElectron] + Float_t Electron_jetRelIso[8]; //[nElectron] + Float_t Electron_mass[8]; //[nElectron] + Float_t Electron_miniPFRelIso_all[8]; //[nElectron] + Float_t Electron_miniPFRelIso_chg[8]; //[nElectron] + Float_t Electron_mvaFall17V2Iso[8]; //[nElectron] + Float_t Electron_mvaFall17V2noIso[8]; //[nElectron] + Float_t Electron_pfRelIso03_all[8]; //[nElectron] + Float_t Electron_pfRelIso03_chg[8]; //[nElectron] + Float_t Electron_phi[8]; //[nElectron] + Float_t Electron_pt[8]; //[nElectron] + Float_t Electron_r9[8]; //[nElectron] + Float_t Electron_scEtOverPt[8]; //[nElectron] + Float_t Electron_sieie[8]; //[nElectron] + Float_t Electron_sip3d[8]; //[nElectron] + Float_t Electron_mvaTTH[8]; //[nElectron] + Int_t Electron_charge[8]; //[nElectron] + Int_t Electron_cutBased[8]; //[nElectron] + Int_t Electron_jetIdx[8]; //[nElectron] + Int_t Electron_pdgId[8]; //[nElectron] + Int_t Electron_photonIdx[8]; //[nElectron] + Int_t Electron_tightCharge[8]; //[nElectron] + Int_t Electron_vidNestedWPBitmap[8]; //[nElectron] + Int_t Electron_vidNestedWPBitmapHEEP[8]; //[nElectron] + Bool_t Electron_convVeto[8]; //[nElectron] + Bool_t Electron_cutBased_HEEP[8]; //[nElectron] + Bool_t Electron_isPFcand[8]; //[nElectron] + UChar_t Electron_jetNDauCharged[8]; //[nElectron] + UChar_t Electron_lostHits[8]; //[nElectron] + Bool_t Electron_mvaFall17V2Iso_WP80[8]; //[nElectron] + Bool_t Electron_mvaFall17V2Iso_WP90[8]; //[nElectron] + Bool_t Electron_mvaFall17V2Iso_WPL[8]; //[nElectron] + Bool_t Electron_mvaFall17V2noIso_WP80[8]; //[nElectron] + Bool_t Electron_mvaFall17V2noIso_WP90[8]; //[nElectron] + Bool_t Electron_mvaFall17V2noIso_WPL[8]; //[nElectron] + UChar_t Electron_seedGain[8]; //[nElectron] + UInt_t nFatJet; + Float_t FatJet_area[7]; //[nFatJet] + Float_t FatJet_btagCSVV2[7]; //[nFatJet] + Float_t FatJet_btagDDBvLV2[7]; //[nFatJet] + Float_t FatJet_btagDDCvBV2[7]; //[nFatJet] + Float_t FatJet_btagDDCvLV2[7]; //[nFatJet] + Float_t FatJet_btagDeepB[7]; //[nFatJet] + Float_t FatJet_btagHbb[7]; //[nFatJet] + Float_t FatJet_deepTagMD_H4qvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_HbbvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_TvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_WvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_ZHbbvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_ZHccvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_ZbbvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_ZvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTagMD_bbvsLight[7]; //[nFatJet] + Float_t FatJet_deepTagMD_ccvsLight[7]; //[nFatJet] + Float_t FatJet_deepTag_H[7]; //[nFatJet] + Float_t FatJet_deepTag_QCD[7]; //[nFatJet] + Float_t FatJet_deepTag_QCDothers[7]; //[nFatJet] + Float_t FatJet_deepTag_TvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTag_WvsQCD[7]; //[nFatJet] + Float_t FatJet_deepTag_ZvsQCD[7]; //[nFatJet] + Float_t FatJet_eta[7]; //[nFatJet] + Float_t FatJet_mass[7]; //[nFatJet] + Float_t FatJet_msoftdrop[7]; //[nFatJet] + Float_t FatJet_n2b1[7]; //[nFatJet] + Float_t FatJet_n3b1[7]; //[nFatJet] + Float_t FatJet_particleNetMD_QCD[7]; //[nFatJet] + Float_t FatJet_particleNetMD_Xbb[7]; //[nFatJet] + Float_t FatJet_particleNetMD_Xcc[7]; //[nFatJet] + Float_t FatJet_particleNetMD_Xqq[7]; //[nFatJet] + Float_t FatJet_particleNet_H4qvsQCD[7]; //[nFatJet] + Float_t FatJet_particleNet_HbbvsQCD[7]; //[nFatJet] + Float_t FatJet_particleNet_HccvsQCD[7]; //[nFatJet] + Float_t FatJet_particleNet_QCD[7]; //[nFatJet] + Float_t FatJet_particleNet_TvsQCD[7]; //[nFatJet] + Float_t FatJet_particleNet_WvsQCD[7]; //[nFatJet] + Float_t FatJet_particleNet_ZvsQCD[7]; //[nFatJet] + Float_t FatJet_particleNet_mass[7]; //[nFatJet] + Float_t FatJet_phi[7]; //[nFatJet] + Float_t FatJet_pt[7]; //[nFatJet] + Float_t FatJet_rawFactor[7]; //[nFatJet] + Float_t FatJet_tau1[7]; //[nFatJet] + Float_t FatJet_tau2[7]; //[nFatJet] + Float_t FatJet_tau3[7]; //[nFatJet] + Float_t FatJet_tau4[7]; //[nFatJet] + Float_t FatJet_lsf3[7]; //[nFatJet] + Int_t FatJet_jetId[7]; //[nFatJet] + Int_t FatJet_subJetIdx1[7]; //[nFatJet] + Int_t FatJet_subJetIdx2[7]; //[nFatJet] + Int_t FatJet_electronIdx3SJ[7]; //[nFatJet] + Int_t FatJet_muonIdx3SJ[7]; //[nFatJet] + UChar_t FatJet_nConstituents[7]; //[nFatJet] + UInt_t nFsrPhoton; + Float_t FsrPhoton_dROverEt2[3]; //[nFsrPhoton] + Float_t FsrPhoton_eta[3]; //[nFsrPhoton] + Float_t FsrPhoton_phi[3]; //[nFsrPhoton] + Float_t FsrPhoton_pt[3]; //[nFsrPhoton] + Float_t FsrPhoton_relIso03[3]; //[nFsrPhoton] + Int_t FsrPhoton_muonIdx[3]; //[nFsrPhoton] + UInt_t nIsoTrack; + Float_t IsoTrack_dxy[15]; //[nIsoTrack] + Float_t IsoTrack_dz[15]; //[nIsoTrack] + Float_t IsoTrack_eta[15]; //[nIsoTrack] + Float_t IsoTrack_pfRelIso03_all[15]; //[nIsoTrack] + Float_t IsoTrack_pfRelIso03_chg[15]; //[nIsoTrack] + Float_t IsoTrack_phi[15]; //[nIsoTrack] + Float_t IsoTrack_pt[15]; //[nIsoTrack] + Float_t IsoTrack_miniPFRelIso_all[15]; //[nIsoTrack] + Float_t IsoTrack_miniPFRelIso_chg[15]; //[nIsoTrack] + Int_t IsoTrack_charge[15]; //[nIsoTrack] + Int_t IsoTrack_fromPV[15]; //[nIsoTrack] + Int_t IsoTrack_pdgId[15]; //[nIsoTrack] + Bool_t IsoTrack_isHighPurityTrack[15]; //[nIsoTrack] + Bool_t IsoTrack_isPFcand[15]; //[nIsoTrack] + Bool_t IsoTrack_isFromLostTrack[15]; //[nIsoTrack] + UInt_t nJet; + Float_t Jet_area[35]; //[nJet] + Float_t Jet_btagCSVV2[35]; //[nJet] + Float_t Jet_btagDeepB[35]; //[nJet] + Float_t Jet_btagDeepCvB[35]; //[nJet] + Float_t Jet_btagDeepCvL[35]; //[nJet] + Float_t Jet_btagDeepFlavB[35]; //[nJet] + Float_t Jet_btagDeepFlavCvB[35]; //[nJet] + Float_t Jet_btagDeepFlavCvL[35]; //[nJet] + Float_t Jet_btagDeepFlavQG[35]; //[nJet] + Float_t Jet_chEmEF[35]; //[nJet] + Float_t Jet_chFPV0EF[35]; //[nJet] + Float_t Jet_chHEF[35]; //[nJet] + Float_t Jet_eta[35]; //[nJet] + Float_t Jet_hfsigmaEtaEta[35]; //[nJet] + Float_t Jet_hfsigmaPhiPhi[35]; //[nJet] + Float_t Jet_mass[35]; //[nJet] + Float_t Jet_muEF[35]; //[nJet] + Float_t Jet_muonSubtrFactor[35]; //[nJet] + Float_t Jet_neEmEF[35]; //[nJet] + Float_t Jet_neHEF[35]; //[nJet] + Float_t Jet_phi[35]; //[nJet] + Float_t Jet_pt[35]; //[nJet] + Float_t Jet_puIdDisc[35]; //[nJet] + Float_t Jet_qgl[35]; //[nJet] + Float_t Jet_rawFactor[35]; //[nJet] + Float_t Jet_bRegCorr[35]; //[nJet] + Float_t Jet_bRegRes[35]; //[nJet] + Float_t Jet_cRegCorr[35]; //[nJet] + Float_t Jet_cRegRes[35]; //[nJet] + Int_t Jet_electronIdx1[35]; //[nJet] + Int_t Jet_electronIdx2[35]; //[nJet] + Int_t Jet_hfadjacentEtaStripsSize[35]; //[nJet] + Int_t Jet_hfcentralEtaStripSize[35]; //[nJet] + Int_t Jet_jetId[35]; //[nJet] + Int_t Jet_muonIdx1[35]; //[nJet] + Int_t Jet_muonIdx2[35]; //[nJet] + Int_t Jet_nElectrons[35]; //[nJet] + Int_t Jet_nMuons[35]; //[nJet] + Int_t Jet_puId[35]; //[nJet] + UChar_t Jet_nConstituents[35]; //[nJet] + Float_t L1PreFiringWeight_Dn; + Float_t L1PreFiringWeight_ECAL_Dn; + Float_t L1PreFiringWeight_ECAL_Nom; + Float_t L1PreFiringWeight_ECAL_Up; + Float_t L1PreFiringWeight_Muon_Nom; + Float_t L1PreFiringWeight_Muon_StatDn; + Float_t L1PreFiringWeight_Muon_StatUp; + Float_t L1PreFiringWeight_Muon_SystDn; + Float_t L1PreFiringWeight_Muon_SystUp; + Float_t L1PreFiringWeight_Nom; + Float_t L1PreFiringWeight_Up; + UInt_t nLowPtElectron; + Float_t LowPtElectron_ID[8]; //[nLowPtElectron] + Float_t LowPtElectron_convVtxRadius[8]; //[nLowPtElectron] + Float_t LowPtElectron_deltaEtaSC[8]; //[nLowPtElectron] + Float_t LowPtElectron_dxy[8]; //[nLowPtElectron] + Float_t LowPtElectron_dxyErr[8]; //[nLowPtElectron] + Float_t LowPtElectron_dz[8]; //[nLowPtElectron] + Float_t LowPtElectron_dzErr[8]; //[nLowPtElectron] + Float_t LowPtElectron_eInvMinusPInv[8]; //[nLowPtElectron] + Float_t LowPtElectron_embeddedID[8]; //[nLowPtElectron] + Float_t LowPtElectron_energyErr[8]; //[nLowPtElectron] + Float_t LowPtElectron_eta[8]; //[nLowPtElectron] + Float_t LowPtElectron_hoe[8]; //[nLowPtElectron] + Float_t LowPtElectron_mass[8]; //[nLowPtElectron] + Float_t LowPtElectron_miniPFRelIso_all[8]; //[nLowPtElectron] + Float_t LowPtElectron_miniPFRelIso_chg[8]; //[nLowPtElectron] + Float_t LowPtElectron_phi[8]; //[nLowPtElectron] + Float_t LowPtElectron_pt[8]; //[nLowPtElectron] + Float_t LowPtElectron_ptbiased[8]; //[nLowPtElectron] + Float_t LowPtElectron_r9[8]; //[nLowPtElectron] + Float_t LowPtElectron_scEtOverPt[8]; //[nLowPtElectron] + Float_t LowPtElectron_sieie[8]; //[nLowPtElectron] + Float_t LowPtElectron_unbiased[8]; //[nLowPtElectron] + Int_t LowPtElectron_charge[8]; //[nLowPtElectron] + Int_t LowPtElectron_convWP[8]; //[nLowPtElectron] + Int_t LowPtElectron_pdgId[8]; //[nLowPtElectron] + Bool_t LowPtElectron_convVeto[8]; //[nLowPtElectron] + UChar_t LowPtElectron_lostHits[8]; //[nLowPtElectron] + Float_t MET_MetUnclustEnUpDeltaX; + Float_t MET_MetUnclustEnUpDeltaY; + Float_t MET_covXX; + Float_t MET_covXY; + Float_t MET_covYY; + Float_t MET_phi; + Float_t MET_pt; + Float_t MET_significance; + Float_t MET_sumEt; + Float_t MET_sumPtUnclustered; + UInt_t nProton_multiRP; + Float_t Proton_multiRP_t[9]; //[nProton_multiRP] + Float_t Proton_multiRP_thetaX[9]; //[nProton_multiRP] + Float_t Proton_multiRP_thetaY[9]; //[nProton_multiRP] + Float_t Proton_multiRP_time[9]; //[nProton_multiRP] + Float_t Proton_multiRP_timeUnc[9]; //[nProton_multiRP] + Float_t Proton_multiRP_xi[9]; //[nProton_multiRP] + Int_t Proton_multiRP_arm[9]; //[nProton_multiRP] + UInt_t nMuon; + Float_t Muon_dxy[21]; //[nMuon] + Float_t Muon_dxyErr[21]; //[nMuon] + Float_t Muon_dxybs[21]; //[nMuon] + Float_t Muon_dz[21]; //[nMuon] + Float_t Muon_dzErr[21]; //[nMuon] + Float_t Muon_eta[21]; //[nMuon] + Float_t Muon_ip3d[21]; //[nMuon] + Float_t Muon_jetPtRelv2[21]; //[nMuon] + Float_t Muon_jetRelIso[21]; //[nMuon] + Float_t Muon_mass[21]; //[nMuon] + Float_t Muon_miniPFRelIso_all[21]; //[nMuon] + Float_t Muon_miniPFRelIso_chg[21]; //[nMuon] + Float_t Muon_pfRelIso03_all[21]; //[nMuon] + Float_t Muon_pfRelIso03_chg[21]; //[nMuon] + Float_t Muon_pfRelIso04_all[21]; //[nMuon] + Float_t Muon_phi[21]; //[nMuon] + Float_t Muon_pt[21]; //[nMuon] + Float_t Muon_ptErr[21]; //[nMuon] + Float_t Muon_segmentComp[21]; //[nMuon] + Float_t Muon_sip3d[21]; //[nMuon] + Float_t Muon_softMva[21]; //[nMuon] + Float_t Muon_tkRelIso[21]; //[nMuon] + Float_t Muon_tunepRelPt[21]; //[nMuon] + Float_t Muon_mvaLowPt[21]; //[nMuon] + Float_t Muon_mvaTTH[21]; //[nMuon] + Int_t Muon_charge[21]; //[nMuon] + Int_t Muon_jetIdx[21]; //[nMuon] + Int_t Muon_nStations[21]; //[nMuon] + Int_t Muon_nTrackerLayers[21]; //[nMuon] + Int_t Muon_pdgId[21]; //[nMuon] + Int_t Muon_tightCharge[21]; //[nMuon] + Int_t Muon_fsrPhotonIdx[21]; //[nMuon] + UChar_t Muon_highPtId[21]; //[nMuon] + Bool_t Muon_highPurity[21]; //[nMuon] + Bool_t Muon_inTimeMuon[21]; //[nMuon] + Bool_t Muon_isGlobal[21]; //[nMuon] + Bool_t Muon_isPFcand[21]; //[nMuon] + Bool_t Muon_isStandalone[21]; //[nMuon] + Bool_t Muon_isTracker[21]; //[nMuon] + UChar_t Muon_jetNDauCharged[21]; //[nMuon] + Bool_t Muon_looseId[21]; //[nMuon] + Bool_t Muon_mediumId[21]; //[nMuon] + Bool_t Muon_mediumPromptId[21]; //[nMuon] + UChar_t Muon_miniIsoId[21]; //[nMuon] + UChar_t Muon_multiIsoId[21]; //[nMuon] + UChar_t Muon_mvaId[21]; //[nMuon] + UChar_t Muon_mvaLowPtId[21]; //[nMuon] + UChar_t Muon_pfIsoId[21]; //[nMuon] + UChar_t Muon_puppiIsoId[21]; //[nMuon] + Bool_t Muon_softId[21]; //[nMuon] + Bool_t Muon_softMvaId[21]; //[nMuon] + Bool_t Muon_tightId[21]; //[nMuon] + UChar_t Muon_tkIsoId[21]; //[nMuon] + Bool_t Muon_triggerIdLoose[21]; //[nMuon] + UInt_t nPhoton; + Float_t Photon_dEscaleDown[10]; //[nPhoton] + Float_t Photon_dEscaleUp[10]; //[nPhoton] + Float_t Photon_dEsigmaDown[10]; //[nPhoton] + Float_t Photon_dEsigmaUp[10]; //[nPhoton] + Float_t Photon_eCorr[10]; //[nPhoton] + Float_t Photon_energyErr[10]; //[nPhoton] + Float_t Photon_eta[10]; //[nPhoton] + Float_t Photon_hoe[10]; //[nPhoton] + Float_t Photon_mass[10]; //[nPhoton] + Float_t Photon_mvaID[10]; //[nPhoton] + Float_t Photon_mvaID_Fall17V1p1[10]; //[nPhoton] + Float_t Photon_pfRelIso03_all[10]; //[nPhoton] + Float_t Photon_pfRelIso03_chg[10]; //[nPhoton] + Float_t Photon_phi[10]; //[nPhoton] + Float_t Photon_pt[10]; //[nPhoton] + Float_t Photon_r9[10]; //[nPhoton] + Float_t Photon_sieie[10]; //[nPhoton] + Int_t Photon_charge[10]; //[nPhoton] + Int_t Photon_cutBased[10]; //[nPhoton] + Int_t Photon_cutBased_Fall17V1Bitmap[10]; //[nPhoton] + Int_t Photon_electronIdx[10]; //[nPhoton] + Int_t Photon_jetIdx[10]; //[nPhoton] + Int_t Photon_pdgId[10]; //[nPhoton] + Int_t Photon_vidNestedWPBitmap[10]; //[nPhoton] + Bool_t Photon_electronVeto[10]; //[nPhoton] + Bool_t Photon_isScEtaEB[10]; //[nPhoton] + Bool_t Photon_isScEtaEE[10]; //[nPhoton] + Bool_t Photon_mvaID_WP80[10]; //[nPhoton] + Bool_t Photon_mvaID_WP90[10]; //[nPhoton] + Bool_t Photon_pixelSeed[10]; //[nPhoton] + UChar_t Photon_seedGain[10]; //[nPhoton] + UInt_t nPPSLocalTrack; + Float_t PPSLocalTrack_x[23]; //[nPPSLocalTrack] + Float_t PPSLocalTrack_y[23]; //[nPPSLocalTrack] + Float_t PPSLocalTrack_time[23]; //[nPPSLocalTrack] + Float_t PPSLocalTrack_timeUnc[23]; //[nPPSLocalTrack] + Int_t PPSLocalTrack_multiRPProtonIdx[23]; //[nPPSLocalTrack] + Int_t PPSLocalTrack_singleRPProtonIdx[23]; //[nPPSLocalTrack] + Int_t PPSLocalTrack_decRPId[23]; //[nPPSLocalTrack] + Int_t PPSLocalTrack_rpType[23]; //[nPPSLocalTrack] + Float_t PuppiMET_phi; + Float_t PuppiMET_phiJERDown; + Float_t PuppiMET_phiJERUp; + Float_t PuppiMET_phiJESDown; + Float_t PuppiMET_phiJESUp; + Float_t PuppiMET_phiUnclusteredDown; + Float_t PuppiMET_phiUnclusteredUp; + Float_t PuppiMET_pt; + Float_t PuppiMET_ptJERDown; + Float_t PuppiMET_ptJERUp; + Float_t PuppiMET_ptJESDown; + Float_t PuppiMET_ptJESUp; + Float_t PuppiMET_ptUnclusteredDown; + Float_t PuppiMET_ptUnclusteredUp; + Float_t PuppiMET_sumEt; + Float_t RawMET_phi; + Float_t RawMET_pt; + Float_t RawMET_sumEt; + Float_t RawPuppiMET_phi; + Float_t RawPuppiMET_pt; + Float_t RawPuppiMET_sumEt; + Float_t fixedGridRhoFastjetAll; + Float_t fixedGridRhoFastjetCentral; + Float_t fixedGridRhoFastjetCentralCalo; + Float_t fixedGridRhoFastjetCentralChargedPileUp; + Float_t fixedGridRhoFastjetCentralNeutral; + UInt_t nSoftActivityJet; + Float_t SoftActivityJet_eta[6]; //[nSoftActivityJet] + Float_t SoftActivityJet_phi[6]; //[nSoftActivityJet] + Float_t SoftActivityJet_pt[6]; //[nSoftActivityJet] + Float_t SoftActivityJetHT; + Float_t SoftActivityJetHT10; + Float_t SoftActivityJetHT2; + Float_t SoftActivityJetHT5; + Int_t SoftActivityJetNjets10; + Int_t SoftActivityJetNjets2; + Int_t SoftActivityJetNjets5; + UInt_t nProton_singleRP; + Float_t Proton_singleRP_thetaY[23]; //[nProton_singleRP] + Float_t Proton_singleRP_xi[23]; //[nProton_singleRP] + Int_t Proton_singleRP_decRPId[23]; //[nProton_singleRP] + UInt_t nSubJet; + Float_t SubJet_btagCSVV2[13]; //[nSubJet] + Float_t SubJet_btagDeepB[13]; //[nSubJet] + Float_t SubJet_eta[13]; //[nSubJet] + Float_t SubJet_mass[13]; //[nSubJet] + Float_t SubJet_n2b1[13]; //[nSubJet] + Float_t SubJet_n3b1[13]; //[nSubJet] + Float_t SubJet_phi[13]; //[nSubJet] + Float_t SubJet_pt[13]; //[nSubJet] + Float_t SubJet_rawFactor[13]; //[nSubJet] + Float_t SubJet_tau1[13]; //[nSubJet] + Float_t SubJet_tau2[13]; //[nSubJet] + Float_t SubJet_tau3[13]; //[nSubJet] + Float_t SubJet_tau4[13]; //[nSubJet] + UInt_t nTau; + Float_t Tau_chargedIso[6]; //[nTau] + Float_t Tau_dxy[6]; //[nTau] + Float_t Tau_dz[6]; //[nTau] + Float_t Tau_eta[6]; //[nTau] + Float_t Tau_leadTkDeltaEta[6]; //[nTau] + Float_t Tau_leadTkDeltaPhi[6]; //[nTau] + Float_t Tau_leadTkPtOverTauPt[6]; //[nTau] + Float_t Tau_mass[6]; //[nTau] + Float_t Tau_neutralIso[6]; //[nTau] + Float_t Tau_phi[6]; //[nTau] + Float_t Tau_photonsOutsideSignalCone[6]; //[nTau] + Float_t Tau_pt[6]; //[nTau] + Float_t Tau_puCorr[6]; //[nTau] + Float_t Tau_rawDeepTau2017v2p1VSe[6]; //[nTau] + Float_t Tau_rawDeepTau2017v2p1VSjet[6]; //[nTau] + Float_t Tau_rawDeepTau2017v2p1VSmu[6]; //[nTau] + Float_t Tau_rawIso[6]; //[nTau] + Float_t Tau_rawIsodR03[6]; //[nTau] + Int_t Tau_charge[6]; //[nTau] + Int_t Tau_decayMode[6]; //[nTau] + Int_t Tau_jetIdx[6]; //[nTau] + Bool_t Tau_idAntiEleDeadECal[6]; //[nTau] + UChar_t Tau_idAntiMu[6]; //[nTau] + Bool_t Tau_idDecayModeOldDMs[6]; //[nTau] + UChar_t Tau_idDeepTau2017v2p1VSe[6]; //[nTau] + UChar_t Tau_idDeepTau2017v2p1VSjet[6]; //[nTau] + UChar_t Tau_idDeepTau2017v2p1VSmu[6]; //[nTau] + Float_t TkMET_phi; + Float_t TkMET_pt; + Float_t TkMET_sumEt; + UInt_t nTrigObj; + Float_t TrigObj_pt[43]; //[nTrigObj] + Float_t TrigObj_eta[43]; //[nTrigObj] + Float_t TrigObj_phi[43]; //[nTrigObj] + Float_t TrigObj_l1pt[43]; //[nTrigObj] + Float_t TrigObj_l1pt_2[43]; //[nTrigObj] + Float_t TrigObj_l2pt[43]; //[nTrigObj] + Int_t TrigObj_id[43]; //[nTrigObj] + Int_t TrigObj_l1iso[43]; //[nTrigObj] + Int_t TrigObj_l1charge[43]; //[nTrigObj] + Int_t TrigObj_filterBits[43]; //[nTrigObj] + UInt_t nOtherPV; + Float_t OtherPV_z[3]; //[nOtherPV] + Float_t PV_ndof; + Float_t PV_x; + Float_t PV_y; + Float_t PV_z; + Float_t PV_chi2; + Float_t PV_score; + Int_t PV_npvs; + Int_t PV_npvsGood; + UInt_t nSV; + Float_t SV_dlen[18]; //[nSV] + Float_t SV_dlenSig[18]; //[nSV] + Float_t SV_dxy[18]; //[nSV] + Float_t SV_dxySig[18]; //[nSV] + Float_t SV_pAngle[18]; //[nSV] + Int_t SV_charge[18]; //[nSV] + UChar_t Electron_cleanmask[8]; //[nElectron] + UChar_t Jet_cleanmask[35]; //[nJet] + UChar_t Muon_cleanmask[21]; //[nMuon] + UChar_t Photon_cleanmask[10]; //[nPhoton] + UChar_t Tau_cleanmask[6]; //[nTau] + Float_t SV_chi2[18]; //[nSV] + Float_t SV_eta[18]; //[nSV] + Float_t SV_mass[18]; //[nSV] + Float_t SV_ndof[18]; //[nSV] + Float_t SV_phi[18]; //[nSV] + Float_t SV_pt[18]; //[nSV] + Float_t SV_x[18]; //[nSV] + Float_t SV_y[18]; //[nSV] + Float_t SV_z[18]; //[nSV] + UChar_t SV_ntracks[18]; //[nSV] + Bool_t L1_AlwaysTrue; + Bool_t L1_BPTX_AND_Ref1_VME; + Bool_t L1_BPTX_AND_Ref3_VME; + Bool_t L1_BPTX_AND_Ref4_VME; + Bool_t L1_BPTX_BeamGas_B1_VME; + Bool_t L1_BPTX_BeamGas_B2_VME; + Bool_t L1_BPTX_BeamGas_Ref1_VME; + Bool_t L1_BPTX_BeamGas_Ref2_VME; + Bool_t L1_BPTX_NotOR_VME; + Bool_t L1_BPTX_OR_Ref3_VME; + Bool_t L1_BPTX_OR_Ref4_VME; + Bool_t L1_BPTX_RefAND_VME; + Bool_t L1_BptxMinus; + Bool_t L1_BptxOR; + Bool_t L1_BptxPlus; + Bool_t L1_BptxXOR; + Bool_t L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; + Bool_t L1_DoubleEG6_HTT240er; + Bool_t L1_DoubleEG6_HTT250er; + Bool_t L1_DoubleEG6_HTT255er; + Bool_t L1_DoubleEG6_HTT270er; + Bool_t L1_DoubleEG6_HTT300er; + Bool_t L1_DoubleEG8er2p6_HTT255er; + Bool_t L1_DoubleEG8er2p6_HTT270er; + Bool_t L1_DoubleEG8er2p6_HTT300er; + Bool_t L1_DoubleEG_22_10; + Bool_t L1_DoubleEG_25_12; + Bool_t L1_DoubleEG_25_14; + Bool_t L1_DoubleEG_LooseIso23_10; + Bool_t L1_DoubleEG_LooseIso24_10; + Bool_t L1_DoubleIsoTau32er2p1; + Bool_t L1_DoubleIsoTau34er2p1; + Bool_t L1_DoubleIsoTau36er2p1; + Bool_t L1_DoubleJet100er2p3_dEta_Max1p6; + Bool_t L1_DoubleJet100er2p7; + Bool_t L1_DoubleJet112er2p3_dEta_Max1p6; + Bool_t L1_DoubleJet112er2p7; + Bool_t L1_DoubleJet120er2p7; + Bool_t L1_DoubleJet150er2p7; + Bool_t L1_DoubleJet30_Mass_Min300_dEta_Max1p5; + Bool_t L1_DoubleJet30_Mass_Min320_dEta_Max1p5; + Bool_t L1_DoubleJet30_Mass_Min340_dEta_Max1p5; + Bool_t L1_DoubleJet30_Mass_Min360_dEta_Max1p5; + Bool_t L1_DoubleJet30_Mass_Min380_dEta_Max1p5; + Bool_t L1_DoubleJet30_Mass_Min400_dEta_Max1p5; + Bool_t L1_DoubleJet35_rmovlp_IsoTau45_Mass_Min450; + Bool_t L1_DoubleJet40er2p7; + Bool_t L1_DoubleJet50er2p7; + Bool_t L1_DoubleJet60er2p7; + Bool_t L1_DoubleJet60er2p7_ETM100; + Bool_t L1_DoubleJet60er2p7_ETM60; + Bool_t L1_DoubleJet60er2p7_ETM70; + Bool_t L1_DoubleJet60er2p7_ETM80; + Bool_t L1_DoubleJet60er2p7_ETM90; + Bool_t L1_DoubleJet80er2p7; + Bool_t L1_DoubleJet_100_30_DoubleJet30_Mass_Min620; + Bool_t L1_DoubleJet_100_35_DoubleJet35_Mass_Min620; + Bool_t L1_DoubleJet_110_35_DoubleJet35_Mass_Min620; + Bool_t L1_DoubleJet_110_40_DoubleJet40_Mass_Min620; + Bool_t L1_DoubleJet_115_35_DoubleJet35_Mass_Min620; + Bool_t L1_DoubleJet_115_40_DoubleJet40_Mass_Min620; + Bool_t L1_DoubleJet_90_30_DoubleJet30_Mass_Min620; + Bool_t L1_DoubleLooseIsoEG22er2p1; + Bool_t L1_DoubleLooseIsoEG24er2p1; + Bool_t L1_DoubleMu0; + Bool_t L1_DoubleMu0_SQ; + Bool_t L1_DoubleMu0_SQ_OS; + Bool_t L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4; + Bool_t L1_DoubleMu0er1p4_dEta_Max1p8_OS; + Bool_t L1_DoubleMu0er1p5_SQ_OS; + Bool_t L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4; + Bool_t L1_DoubleMu0er1p5_SQ_dR_Max1p4; + Bool_t L1_DoubleMu0er2_SQ_dR_Max1p4; + Bool_t L1_DoubleMu18er2p1; + Bool_t L1_DoubleMu22er2p1; + Bool_t L1_DoubleMu3_OS_DoubleEG7p5Upsilon; + Bool_t L1_DoubleMu3_SQ_ETMHF40_Jet60_OR_DoubleJet30; + Bool_t L1_DoubleMu3_SQ_ETMHF50_Jet60_OR_DoubleJet30; + Bool_t L1_DoubleMu3_SQ_ETMHF60_Jet60_OR_DoubleJet30; + Bool_t L1_DoubleMu3_SQ_ETMHF70_Jet60_OR_DoubleJet30; + Bool_t L1_DoubleMu3_SQ_ETMHF80_Jet60_OR_DoubleJet30; + Bool_t L1_DoubleMu3_SQ_HTT100er; + Bool_t L1_DoubleMu3_SQ_HTT200er; + Bool_t L1_DoubleMu3_SQ_HTT220er; + Bool_t L1_DoubleMu3_SQ_HTT240er; + Bool_t L1_DoubleMu4_OS_EG12; + Bool_t L1_DoubleMu4_SQ_OS; + Bool_t L1_DoubleMu4_SQ_OS_dR_Max1p2; + Bool_t L1_DoubleMu4p5_SQ; + Bool_t L1_DoubleMu4p5_SQ_OS; + Bool_t L1_DoubleMu4p5_SQ_OS_dR_Max1p2; + Bool_t L1_DoubleMu4p5er2p0_SQ_OS; + Bool_t L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18; + Bool_t L1_DoubleMu5Upsilon_OS_DoubleEG3; + Bool_t L1_DoubleMu5_OS_EG12; + Bool_t L1_DoubleMu5_SQ_OS; + Bool_t L1_DoubleMu5_SQ_OS_Mass7to18; + Bool_t L1_DoubleMu6_SQ_OS; + Bool_t L1_DoubleMu7_EG7; + Bool_t L1_DoubleMu7_SQ_EG7; + Bool_t L1_DoubleMu8_SQ; + Bool_t L1_DoubleMu_10_0_dEta_Max1p8; + Bool_t L1_DoubleMu_12_5; + Bool_t L1_DoubleMu_15_5_SQ; + Bool_t L1_DoubleMu_15_7; + Bool_t L1_DoubleMu_20_2_SQ_Mass_Max20; + Bool_t L1_DoubleTau70er2p1; + Bool_t L1_EG25er2p1_HTT125er; + Bool_t L1_EG27er2p1_HTT200er; + Bool_t L1_EG40er2p1_Tau20er2p1_dR_Min0p3; + Bool_t L1_ETM100; + Bool_t L1_ETM100_Jet60_dPhi_Min0p4; + Bool_t L1_ETM105; + Bool_t L1_ETM110; + Bool_t L1_ETM110_Jet60_dPhi_Min0p4; + Bool_t L1_ETM115; + Bool_t L1_ETM120; + Bool_t L1_ETM150; + Bool_t L1_ETM30; + Bool_t L1_ETM40; + Bool_t L1_ETM50; + Bool_t L1_ETM60; + Bool_t L1_ETM70; + Bool_t L1_ETM75; + Bool_t L1_ETM75_Jet60_dPhi_Min0p4; + Bool_t L1_ETM80; + Bool_t L1_ETM80_Jet60_dPhi_Min0p4; + Bool_t L1_ETM85; + Bool_t L1_ETM90; + Bool_t L1_ETM90_Jet60_dPhi_Min0p4; + Bool_t L1_ETM95; + Bool_t L1_ETMHF100; + Bool_t L1_ETMHF100_HTT60er; + Bool_t L1_ETMHF100_Jet60_OR_DiJet30woTT28; + Bool_t L1_ETMHF100_Jet60_OR_DoubleJet30; + Bool_t L1_ETMHF100_Jet90_OR_DoubleJet45_OR_TripleJet30; + Bool_t L1_ETMHF110; + Bool_t L1_ETMHF110_HTT60er; + Bool_t L1_ETMHF110_Jet60_OR_DiJet30woTT28; + Bool_t L1_ETMHF110_Jet90_OR_DoubleJet45_OR_TripleJet30; + Bool_t L1_ETMHF120; + Bool_t L1_ETMHF120_HTT60er; + Bool_t L1_ETMHF120_Jet60_OR_DiJet30woTT28; + Bool_t L1_ETMHF150; + Bool_t L1_ETMHF70; + Bool_t L1_ETMHF70_Jet90_OR_DoubleJet45_OR_TripleJet30; + Bool_t L1_ETMHF80; + Bool_t L1_ETMHF80_HTT60er; + Bool_t L1_ETMHF80_Jet90_OR_DoubleJet45_OR_TripleJet30; + Bool_t L1_ETMHF90; + Bool_t L1_ETMHF90_HTT60er; + Bool_t L1_ETMHF90_Jet90_OR_DoubleJet45_OR_TripleJet30; + Bool_t L1_ETT100_BptxAND; + Bool_t L1_ETT110_BptxAND; + Bool_t L1_ETT40_BptxAND; + Bool_t L1_ETT50_BptxAND; + Bool_t L1_ETT60_BptxAND; + Bool_t L1_ETT70_BptxAND; + Bool_t L1_ETT75_BptxAND; + Bool_t L1_ETT80_BptxAND; + Bool_t L1_ETT85_BptxAND; + Bool_t L1_ETT90_BptxAND; + Bool_t L1_ETT95_BptxAND; + Bool_t L1_FirstBunchAfterTrain; + Bool_t L1_FirstBunchInTrain; + Bool_t L1_FirstCollisionInOrbit; + Bool_t L1_FirstCollisionInTrain; + Bool_t L1_HCAL_LaserMon_Trig; + Bool_t L1_HCAL_LaserMon_Veto; + Bool_t L1_HTT120er; + Bool_t L1_HTT160er; + Bool_t L1_HTT200er; + Bool_t L1_HTT220er; + Bool_t L1_HTT240er; + Bool_t L1_HTT255er; + Bool_t L1_HTT270er; + Bool_t L1_HTT280er; + Bool_t L1_HTT280er_QuadJet_70_55_40_35_er2p5; + Bool_t L1_HTT300er; + Bool_t L1_HTT300er_QuadJet_70_55_40_35_er2p5; + Bool_t L1_HTT320er; + Bool_t L1_HTT320er_QuadJet_70_55_40_40_er2p4; + Bool_t L1_HTT320er_QuadJet_70_55_40_40_er2p5; + Bool_t L1_HTT320er_QuadJet_70_55_45_45_er2p5; + Bool_t L1_HTT340er; + Bool_t L1_HTT340er_QuadJet_70_55_40_40_er2p5; + Bool_t L1_HTT340er_QuadJet_70_55_45_45_er2p5; + Bool_t L1_HTT380er; + Bool_t L1_HTT400er; + Bool_t L1_HTT450er; + Bool_t L1_HTT500er; + Bool_t L1_IsoEG33_Mt40; + Bool_t L1_IsoEG33_Mt44; + Bool_t L1_IsoEG33_Mt48; + Bool_t L1_IsoTau40er_ETMHF100; + Bool_t L1_IsoTau40er_ETMHF110; + Bool_t L1_IsoTau40er_ETMHF120; + Bool_t L1_IsoTau40er_ETMHF90; + Bool_t L1_IsolatedBunch; + Bool_t L1_LastCollisionInTrain; + Bool_t L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3; + Bool_t L1_LooseIsoEG24er2p1_HTT100er; + Bool_t L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3; + Bool_t L1_LooseIsoEG24er2p1_Jet26er2p7_dR_Min0p3; + Bool_t L1_LooseIsoEG24er2p1_TripleJet_26er2p7_26_26er2p7; + Bool_t L1_LooseIsoEG26er2p1_HTT100er; + Bool_t L1_LooseIsoEG26er2p1_Jet34er2p7_dR_Min0p3; + Bool_t L1_LooseIsoEG28er2p1_HTT100er; + Bool_t L1_LooseIsoEG28er2p1_Jet34er2p7_dR_Min0p3; + Bool_t L1_LooseIsoEG30er2p1_Jet34er2p7_dR_Min0p3; + Bool_t L1_MU20_EG15; + Bool_t L1_MinimumBiasHF0_AND_BptxAND; + Bool_t L1_MinimumBiasHF0_OR_BptxAND; + Bool_t L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6; + Bool_t L1_Mu12_EG10; + Bool_t L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6; + Bool_t L1_Mu18er2p1_Tau24er2p1; + Bool_t L1_Mu20_EG10; + Bool_t L1_Mu20_EG17; + Bool_t L1_Mu20_LooseIsoEG6; + Bool_t L1_Mu22er2p1_IsoTau32er2p1; + Bool_t L1_Mu22er2p1_IsoTau34er2p1; + Bool_t L1_Mu22er2p1_IsoTau36er2p1; + Bool_t L1_Mu22er2p1_IsoTau40er2p1; + Bool_t L1_Mu22er2p1_Tau70er2p1; + Bool_t L1_Mu23_EG10; + Bool_t L1_Mu23_LooseIsoEG10; + Bool_t L1_Mu3_Jet120er2p7_dEta_Max0p4_dPhi_Max0p4; + Bool_t L1_Mu3_Jet16er2p7_dEta_Max0p4_dPhi_Max0p4; + Bool_t L1_Mu3_Jet30er2p5; + Bool_t L1_Mu3_Jet60er2p7_dEta_Max0p4_dPhi_Max0p4; + Bool_t L1_Mu5_EG15; + Bool_t L1_Mu5_EG20; + Bool_t L1_Mu5_EG23; + Bool_t L1_Mu5_LooseIsoEG18; + Bool_t L1_Mu5_LooseIsoEG20; + Bool_t L1_Mu6_DoubleEG10; + Bool_t L1_Mu6_DoubleEG17; + Bool_t L1_Mu6_HTT240er; + Bool_t L1_Mu6_HTT250er; + Bool_t L1_Mu7_EG23; + Bool_t L1_Mu7_LooseIsoEG20; + Bool_t L1_Mu7_LooseIsoEG23; + Bool_t L1_NotBptxOR; + Bool_t L1_QuadJet36er2p7_IsoTau52er2p1; + Bool_t L1_QuadJet40er2p7; + Bool_t L1_QuadJet50er2p7; + Bool_t L1_QuadJet60er2p7; + Bool_t L1_QuadMu0; + Bool_t L1_SingleEG10; + Bool_t L1_SingleEG15; + Bool_t L1_SingleEG26; + Bool_t L1_SingleEG34; + Bool_t L1_SingleEG34er2p1; + Bool_t L1_SingleEG34er2p5; + Bool_t L1_SingleEG36; + Bool_t L1_SingleEG36er2p1; + Bool_t L1_SingleEG36er2p5; + Bool_t L1_SingleEG38; + Bool_t L1_SingleEG38er2p1; + Bool_t L1_SingleEG38er2p5; + Bool_t L1_SingleEG40; + Bool_t L1_SingleEG40er2p5; + Bool_t L1_SingleEG42; + Bool_t L1_SingleEG42er2p5; + Bool_t L1_SingleEG45; + Bool_t L1_SingleEG5; + Bool_t L1_SingleEG50; + Bool_t L1_SingleIsoEG24er2p1; + Bool_t L1_SingleIsoEG26; + Bool_t L1_SingleIsoEG26er2p1; + Bool_t L1_SingleIsoEG26er2p5; + Bool_t L1_SingleIsoEG28; + Bool_t L1_SingleIsoEG28er2p1; + Bool_t L1_SingleIsoEG28er2p5; + Bool_t L1_SingleIsoEG30; + Bool_t L1_SingleIsoEG30er2p1; + Bool_t L1_SingleIsoEG30er2p5; + Bool_t L1_SingleIsoEG32; + Bool_t L1_SingleIsoEG32er2p1; + Bool_t L1_SingleIsoEG32er2p5; + Bool_t L1_SingleIsoEG34; + Bool_t L1_SingleIsoEG34er2p5; + Bool_t L1_SingleJet10erHE; + Bool_t L1_SingleJet120; + Bool_t L1_SingleJet120_FWD; + Bool_t L1_SingleJet12_BptxAND; + Bool_t L1_SingleJet12erHE; + Bool_t L1_SingleJet140; + Bool_t L1_SingleJet150; + Bool_t L1_SingleJet16; + Bool_t L1_SingleJet160; + Bool_t L1_SingleJet170; + Bool_t L1_SingleJet180; + Bool_t L1_SingleJet20; + Bool_t L1_SingleJet200; + Bool_t L1_SingleJet20er2p7_NotBptxOR; + Bool_t L1_SingleJet20er2p7_NotBptxOR_3BX; + Bool_t L1_SingleJet35; + Bool_t L1_SingleJet35_FWD; + Bool_t L1_SingleJet35_HFm; + Bool_t L1_SingleJet35_HFp; + Bool_t L1_SingleJet43er2p7_NotBptxOR_3BX; + Bool_t L1_SingleJet46er2p7_NotBptxOR_3BX; + Bool_t L1_SingleJet60; + Bool_t L1_SingleJet60_FWD; + Bool_t L1_SingleJet60_HFm; + Bool_t L1_SingleJet60_HFp; + Bool_t L1_SingleJet8erHE; + Bool_t L1_SingleJet90; + Bool_t L1_SingleJet90_FWD; + Bool_t L1_SingleMu0_BMTF; + Bool_t L1_SingleMu0_EMTF; + Bool_t L1_SingleMu0_OMTF; + Bool_t L1_SingleMu10_LowQ; + Bool_t L1_SingleMu12_LowQ_BMTF; + Bool_t L1_SingleMu12_LowQ_EMTF; + Bool_t L1_SingleMu12_LowQ_OMTF; + Bool_t L1_SingleMu18; + Bool_t L1_SingleMu20; + Bool_t L1_SingleMu22; + Bool_t L1_SingleMu22_BMTF; + Bool_t L1_SingleMu22_EMTF; + Bool_t L1_SingleMu22_OMTF; + Bool_t L1_SingleMu25; + Bool_t L1_SingleMu3; + Bool_t L1_SingleMu5; + Bool_t L1_SingleMu7; + Bool_t L1_SingleMuCosmics; + Bool_t L1_SingleMuCosmics_BMTF; + Bool_t L1_SingleMuCosmics_EMTF; + Bool_t L1_SingleMuCosmics_OMTF; + Bool_t L1_SingleMuOpen; + Bool_t L1_SingleMuOpen_NotBptxOR; + Bool_t L1_SingleMuOpen_er1p1_NotBptxOR_3BX; + Bool_t L1_SingleMuOpen_er1p4_NotBptxOR_3BX; + Bool_t L1_SingleTau120er2p1; + Bool_t L1_SingleTau130er2p1; + Bool_t L1_TOTEM_1; + Bool_t L1_TOTEM_2; + Bool_t L1_TOTEM_3; + Bool_t L1_TOTEM_4; + Bool_t L1_TripleEG_18_17_8; + Bool_t L1_TripleEG_LooseIso20_10_5; + Bool_t L1_TripleJet_100_85_72_VBF; + Bool_t L1_TripleJet_105_85_76_VBF; + Bool_t L1_TripleJet_98_83_71_VBF; + Bool_t L1_TripleMu0; + Bool_t L1_TripleMu0_OQ; + Bool_t L1_TripleMu3; + Bool_t L1_TripleMu3_SQ; + Bool_t L1_TripleMu_4_4_4; + Bool_t L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17; + Bool_t L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_8to14; + Bool_t L1_TripleMu_5SQ_3SQ_0OQ; + Bool_t L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9; + Bool_t L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9; + Bool_t L1_TripleMu_5_0_0; + Bool_t L1_TripleMu_5_3_3; + Bool_t L1_TripleMu_5_3p5_2p5; + Bool_t L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17; + Bool_t L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17; + Bool_t L1_TripleMu_5_5_3; + Bool_t L1_UnpairedBunchBptxMinus; + Bool_t L1_UnpairedBunchBptxPlus; + Bool_t L1_ZeroBias; + Bool_t L1_ZeroBias_copy; + Bool_t L1_UnprefireableEvent; + Bool_t Flag_HBHENoiseFilter; + Bool_t Flag_HBHENoiseIsoFilter; + Bool_t Flag_CSCTightHaloFilter; + Bool_t Flag_CSCTightHaloTrkMuUnvetoFilter; + Bool_t Flag_CSCTightHalo2015Filter; + Bool_t Flag_globalTightHalo2016Filter; + Bool_t Flag_globalSuperTightHalo2016Filter; + Bool_t Flag_HcalStripHaloFilter; + Bool_t Flag_hcalLaserEventFilter; + Bool_t Flag_EcalDeadCellTriggerPrimitiveFilter; + Bool_t Flag_EcalDeadCellBoundaryEnergyFilter; + Bool_t Flag_ecalBadCalibFilter; + Bool_t Flag_goodVertices; + Bool_t Flag_eeBadScFilter; + Bool_t Flag_ecalLaserCorrFilter; + Bool_t Flag_trkPOGFilters; + Bool_t Flag_chargedHadronTrackResolutionFilter; + Bool_t Flag_muonBadTrackFilter; + Bool_t Flag_BadChargedCandidateFilter; + Bool_t Flag_BadPFMuonFilter; + Bool_t Flag_BadPFMuonDzFilter; + Bool_t Flag_hfNoisyHitsFilter; + Bool_t Flag_BadChargedCandidateSummer16Filter; + Bool_t Flag_BadPFMuonSummer16Filter; + Bool_t Flag_trkPOG_manystripclus53X; + Bool_t Flag_trkPOG_toomanystripclus53X; + Bool_t Flag_trkPOG_logErrorTooManyClusters; + Bool_t Flag_METFilters; + Bool_t L1Reco_step; + Bool_t Flag_HBHENoiseFilter_pRECO; + Bool_t Flag_HBHENoiseIsoFilter_pRECO; + Bool_t Flag_CSCTightHaloFilter_pRECO; + Bool_t Flag_CSCTightHaloTrkMuUnvetoFilter_pRECO; + Bool_t Flag_CSCTightHalo2015Filter_pRECO; + Bool_t Flag_globalTightHalo2016Filter_pRECO; + Bool_t Flag_globalSuperTightHalo2016Filter_pRECO; + Bool_t Flag_HcalStripHaloFilter_pRECO; + Bool_t Flag_hcalLaserEventFilter_pRECO; + Bool_t Flag_EcalDeadCellTriggerPrimitiveFilter_pRECO; + Bool_t Flag_EcalDeadCellBoundaryEnergyFilter_pRECO; + Bool_t Flag_ecalBadCalibFilter_pRECO; + Bool_t Flag_goodVertices_pRECO; + Bool_t Flag_eeBadScFilter_pRECO; + Bool_t Flag_ecalLaserCorrFilter_pRECO; + Bool_t Flag_trkPOGFilters_pRECO; + Bool_t Flag_chargedHadronTrackResolutionFilter_pRECO; + Bool_t Flag_muonBadTrackFilter_pRECO; + Bool_t Flag_BadChargedCandidateFilter_pRECO; + Bool_t Flag_BadPFMuonFilter_pRECO; + Bool_t Flag_BadChargedCandidateSummer16Filter_pRECO; + Bool_t Flag_BadPFMuonSummer16Filter_pRECO; + Bool_t Flag_trkPOG_manystripclus53X_pRECO; + Bool_t Flag_trkPOG_toomanystripclus53X_pRECO; + Bool_t Flag_trkPOG_logErrorTooManyClusters_pRECO; + Bool_t Flag_METFilters_pRECO; + Bool_t HLTriggerFirstPath; + Bool_t HLT_AK8PFJet360_TrimMass30; + Bool_t HLT_AK8PFJet380_TrimMass30; + Bool_t HLT_AK8PFJet400_TrimMass30; + Bool_t HLT_AK8PFJet420_TrimMass30; + Bool_t HLT_AK8PFHT750_TrimMass50; + Bool_t HLT_AK8PFHT800_TrimMass50; + Bool_t HLT_AK8PFHT850_TrimMass50; + Bool_t HLT_AK8PFHT900_TrimMass50; + Bool_t HLT_CaloJet500_NoJetID; + Bool_t HLT_CaloJet550_NoJetID; + Bool_t HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL; + Bool_t HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon; + Bool_t HLT_Trimuon5_3p5_2_Upsilon_Muon; + Bool_t HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon; + Bool_t HLT_DoubleEle25_CaloIdL_MW; + Bool_t HLT_DoubleEle27_CaloIdL_MW; + Bool_t HLT_DoubleEle33_CaloIdL_MW; + Bool_t HLT_DoubleEle24_eta2p1_WPTight_Gsf; + Bool_t HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350; + Bool_t HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350; + Bool_t HLT_Ele27_Ele37_CaloIdL_MW; + Bool_t HLT_Mu27_Ele37_CaloIdL_MW; + Bool_t HLT_Mu37_Ele27_CaloIdL_MW; + Bool_t HLT_Mu37_TkMu27; + Bool_t HLT_DoubleMu4_3_Bs; + Bool_t HLT_DoubleMu4_3_Jpsi; + Bool_t HLT_DoubleMu4_JpsiTrk_Displaced; + Bool_t HLT_DoubleMu4_LowMassNonResonantTrk_Displaced; + Bool_t HLT_DoubleMu3_Trk_Tau3mu; + Bool_t HLT_DoubleMu3_TkMu_DsTau3Mu; + Bool_t HLT_DoubleMu4_PsiPrimeTrk_Displaced; + Bool_t HLT_DoubleMu4_Mass8_DZ_PFHT350; + Bool_t HLT_DoubleMu8_Mass8_PFHT350; + Bool_t HLT_Mu3_PFJet40; + Bool_t HLT_Mu7p5_L2Mu2_Jpsi; + Bool_t HLT_Mu7p5_L2Mu2_Upsilon; + Bool_t HLT_Mu7p5_Track2_Jpsi; + Bool_t HLT_Mu7p5_Track3p5_Jpsi; + Bool_t HLT_Mu7p5_Track7_Jpsi; + Bool_t HLT_Mu7p5_Track2_Upsilon; + Bool_t HLT_Mu7p5_Track3p5_Upsilon; + Bool_t HLT_Mu7p5_Track7_Upsilon; + Bool_t HLT_DoublePhoton33_CaloIdL; + Bool_t HLT_DoublePhoton70; + Bool_t HLT_DoublePhoton85; + Bool_t HLT_Ele20_WPTight_Gsf; + Bool_t HLT_Ele15_WPLoose_Gsf; + Bool_t HLT_Ele17_WPLoose_Gsf; + Bool_t HLT_Ele20_WPLoose_Gsf; + Bool_t HLT_Ele20_eta2p1_WPLoose_Gsf; + Bool_t HLT_DiEle27_WPTightCaloOnly_L1DoubleEG; + Bool_t HLT_Ele27_WPTight_Gsf; + Bool_t HLT_Ele32_WPTight_Gsf; + Bool_t HLT_Ele35_WPTight_Gsf; + Bool_t HLT_Ele35_WPTight_Gsf_L1EGMT; + Bool_t HLT_Ele38_WPTight_Gsf; + Bool_t HLT_Ele40_WPTight_Gsf; + Bool_t HLT_Ele32_WPTight_Gsf_L1DoubleEG; + Bool_t HLT_HT450_Beamspot; + Bool_t HLT_HT300_Beamspot; + Bool_t HLT_ZeroBias_Beamspot; + Bool_t HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1; + Bool_t HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1; + Bool_t HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1; + Bool_t HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1; + Bool_t HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1; + Bool_t HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1; + Bool_t HLT_IsoMu20; + Bool_t HLT_IsoMu24; + Bool_t HLT_IsoMu24_eta2p1; + Bool_t HLT_IsoMu27; + Bool_t HLT_IsoMu30; + Bool_t HLT_UncorrectedJetE30_NoBPTX; + Bool_t HLT_UncorrectedJetE30_NoBPTX3BX; + Bool_t HLT_UncorrectedJetE60_NoBPTX3BX; + Bool_t HLT_UncorrectedJetE70_NoBPTX3BX; + Bool_t HLT_L1SingleMu18; + Bool_t HLT_L1SingleMu25; + Bool_t HLT_L2Mu10; + Bool_t HLT_L2Mu10_NoVertex_NoBPTX3BX; + Bool_t HLT_L2Mu10_NoVertex_NoBPTX; + Bool_t HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX; + Bool_t HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX; + Bool_t HLT_L2Mu50; + Bool_t HLT_L2Mu23NoVtx_2Cha; + Bool_t HLT_L2Mu23NoVtx_2Cha_CosmicSeed; + Bool_t HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4; + Bool_t HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4; + Bool_t HLT_DoubleL2Mu50; + Bool_t HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4; + Bool_t HLT_DoubleL2Mu23NoVtx_2Cha; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha; + Bool_t HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8; + Bool_t HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8; + Bool_t HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8; + Bool_t HLT_Mu25_TkMu0_Onia; + Bool_t HLT_Mu30_TkMu0_Onia; + Bool_t HLT_Mu20_TkMu0_Phi; + Bool_t HLT_Mu25_TkMu0_Phi; + Bool_t HLT_Mu12; + Bool_t HLT_Mu15; + Bool_t HLT_Mu20; + Bool_t HLT_Mu27; + Bool_t HLT_Mu50; + Bool_t HLT_Mu55; + Bool_t HLT_OldMu100; + Bool_t HLT_TkMu100; + Bool_t HLT_DiPFJet15_NoCaloMatched; + Bool_t HLT_DiPFJet25_NoCaloMatched; + Bool_t HLT_DiPFJet15_FBEta3_NoCaloMatched; + Bool_t HLT_DiPFJet25_FBEta3_NoCaloMatched; + Bool_t HLT_DiPFJetAve40; + Bool_t HLT_DiPFJetAve60; + Bool_t HLT_DiPFJetAve80; + Bool_t HLT_DiPFJetAve140; + Bool_t HLT_DiPFJetAve200; + Bool_t HLT_DiPFJetAve260; + Bool_t HLT_DiPFJetAve320; + Bool_t HLT_DiPFJetAve400; + Bool_t HLT_DiPFJetAve500; + Bool_t HLT_DiPFJetAve15_HFJEC; + Bool_t HLT_DiPFJetAve25_HFJEC; + Bool_t HLT_DiPFJetAve35_HFJEC; + Bool_t HLT_DiPFJetAve60_HFJEC; + Bool_t HLT_DiPFJetAve80_HFJEC; + Bool_t HLT_DiPFJetAve100_HFJEC; + Bool_t HLT_DiPFJetAve160_HFJEC; + Bool_t HLT_DiPFJetAve220_HFJEC; + Bool_t HLT_DiPFJetAve300_HFJEC; + Bool_t HLT_AK8PFJet15; + Bool_t HLT_AK8PFJet25; + Bool_t HLT_AK8PFJet40; + Bool_t HLT_AK8PFJet60; + Bool_t HLT_AK8PFJet80; + Bool_t HLT_AK8PFJet140; + Bool_t HLT_AK8PFJet200; + Bool_t HLT_AK8PFJet260; + Bool_t HLT_AK8PFJet320; + Bool_t HLT_AK8PFJet400; + Bool_t HLT_AK8PFJet450; + Bool_t HLT_AK8PFJet500; + Bool_t HLT_AK8PFJet550; + Bool_t HLT_PFJet15; + Bool_t HLT_PFJet25; + Bool_t HLT_PFJet40; + Bool_t HLT_PFJet60; + Bool_t HLT_PFJet80; + Bool_t HLT_PFJet140; + Bool_t HLT_PFJet200; + Bool_t HLT_PFJet260; + Bool_t HLT_PFJet320; + Bool_t HLT_PFJet400; + Bool_t HLT_PFJet450; + Bool_t HLT_PFJet500; + Bool_t HLT_PFJet550; + Bool_t HLT_PFJetFwd15; + Bool_t HLT_PFJetFwd25; + Bool_t HLT_PFJetFwd40; + Bool_t HLT_PFJetFwd60; + Bool_t HLT_PFJetFwd80; + Bool_t HLT_PFJetFwd140; + Bool_t HLT_PFJetFwd200; + Bool_t HLT_PFJetFwd260; + Bool_t HLT_PFJetFwd320; + Bool_t HLT_PFJetFwd400; + Bool_t HLT_PFJetFwd450; + Bool_t HLT_PFJetFwd500; + Bool_t HLT_AK8PFJetFwd15; + Bool_t HLT_AK8PFJetFwd25; + Bool_t HLT_AK8PFJetFwd40; + Bool_t HLT_AK8PFJetFwd60; + Bool_t HLT_AK8PFJetFwd80; + Bool_t HLT_AK8PFJetFwd140; + Bool_t HLT_AK8PFJetFwd200; + Bool_t HLT_AK8PFJetFwd260; + Bool_t HLT_AK8PFJetFwd320; + Bool_t HLT_AK8PFJetFwd400; + Bool_t HLT_AK8PFJetFwd450; + Bool_t HLT_AK8PFJetFwd500; + Bool_t HLT_PFHT180; + Bool_t HLT_PFHT250; + Bool_t HLT_PFHT370; + Bool_t HLT_PFHT430; + Bool_t HLT_PFHT510; + Bool_t HLT_PFHT590; + Bool_t HLT_PFHT680; + Bool_t HLT_PFHT780; + Bool_t HLT_PFHT890; + Bool_t HLT_PFHT1050; + Bool_t HLT_PFHT500_PFMET100_PFMHT100_IDTight; + Bool_t HLT_PFHT500_PFMET110_PFMHT110_IDTight; + Bool_t HLT_PFHT700_PFMET85_PFMHT85_IDTight; + Bool_t HLT_PFHT700_PFMET95_PFMHT95_IDTight; + Bool_t HLT_PFHT800_PFMET75_PFMHT75_IDTight; + Bool_t HLT_PFHT800_PFMET85_PFMHT85_IDTight; + Bool_t HLT_PFMET110_PFMHT110_IDTight; + Bool_t HLT_PFMET120_PFMHT120_IDTight; + Bool_t HLT_PFMET130_PFMHT130_IDTight; + Bool_t HLT_PFMET140_PFMHT140_IDTight; + Bool_t HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1; + Bool_t HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1; + Bool_t HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1; + Bool_t HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1; + Bool_t HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1; + Bool_t HLT_PFMET120_PFMHT120_IDTight_PFHT60; + Bool_t HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60; + Bool_t HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60; + Bool_t HLT_PFMETTypeOne110_PFMHT110_IDTight; + Bool_t HLT_PFMETTypeOne120_PFMHT120_IDTight; + Bool_t HLT_PFMETTypeOne130_PFMHT130_IDTight; + Bool_t HLT_PFMETTypeOne140_PFMHT140_IDTight; + Bool_t HLT_PFMETNoMu110_PFMHTNoMu110_IDTight; + Bool_t HLT_PFMETNoMu120_PFMHTNoMu120_IDTight; + Bool_t HLT_PFMETNoMu130_PFMHTNoMu130_IDTight; + Bool_t HLT_PFMETNoMu140_PFMHTNoMu140_IDTight; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight; + Bool_t HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight; + Bool_t HLT_L1ETMHadSeeds; + Bool_t HLT_CaloMHT90; + Bool_t HLT_CaloMET80_NotCleaned; + Bool_t HLT_CaloMET90_NotCleaned; + Bool_t HLT_CaloMET100_NotCleaned; + Bool_t HLT_CaloMET110_NotCleaned; + Bool_t HLT_CaloMET250_NotCleaned; + Bool_t HLT_CaloMET70_HBHECleaned; + Bool_t HLT_CaloMET80_HBHECleaned; + Bool_t HLT_CaloMET90_HBHECleaned; + Bool_t HLT_CaloMET100_HBHECleaned; + Bool_t HLT_CaloMET250_HBHECleaned; + Bool_t HLT_CaloMET300_HBHECleaned; + Bool_t HLT_CaloMET350_HBHECleaned; + Bool_t HLT_PFMET200_NotCleaned; + Bool_t HLT_PFMET200_HBHECleaned; + Bool_t HLT_PFMET250_HBHECleaned; + Bool_t HLT_PFMET300_HBHECleaned; + Bool_t HLT_PFMET200_HBHE_BeamHaloCleaned; + Bool_t HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned; + Bool_t HLT_MET105_IsoTrk50; + Bool_t HLT_MET120_IsoTrk50; + Bool_t HLT_SingleJet30_Mu12_SinglePFJet40; + Bool_t HLT_Mu12_DoublePFJets40_CaloBTagCSV_p79; + Bool_t HLT_Mu12_DoublePFJets100_CaloBTagCSV_p79; + Bool_t HLT_Mu12_DoublePFJets200_CaloBTagCSV_p79; + Bool_t HLT_Mu12_DoublePFJets350_CaloBTagCSV_p79; + Bool_t HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p79; + Bool_t HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p79; + Bool_t HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p79; + Bool_t HLT_DoublePFJets40_CaloBTagCSV_p79; + Bool_t HLT_DoublePFJets100_CaloBTagCSV_p79; + Bool_t HLT_DoublePFJets200_CaloBTagCSV_p79; + Bool_t HLT_DoublePFJets350_CaloBTagCSV_p79; + Bool_t HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p79; + Bool_t HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p79; + Bool_t HLT_Photon300_NoHE; + Bool_t HLT_Mu8_TrkIsoVVL; + Bool_t HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ; + Bool_t HLT_Mu8_DiEle12_CaloIdL_TrackIdL; + Bool_t HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ; + Bool_t HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu17_TrkIsoVVL; + Bool_t HLT_Mu19_TrkIsoVVL; + Bool_t HLT_BTagMu_AK4DiJet20_Mu5; + Bool_t HLT_BTagMu_AK4DiJet40_Mu5; + Bool_t HLT_BTagMu_AK4DiJet70_Mu5; + Bool_t HLT_BTagMu_AK4DiJet110_Mu5; + Bool_t HLT_BTagMu_AK4DiJet170_Mu5; + Bool_t HLT_BTagMu_AK4Jet300_Mu5; + Bool_t HLT_BTagMu_AK8DiJet170_Mu5; + Bool_t HLT_BTagMu_AK8Jet300_Mu5; + Bool_t HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; + Bool_t HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; + Bool_t HLT_Mu12_DoublePhoton20; + Bool_t HLT_TriplePhoton_20_20_20_CaloIdLV2; + Bool_t HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL; + Bool_t HLT_TriplePhoton_30_30_10_CaloIdLV2; + Bool_t HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL; + Bool_t HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL; + Bool_t HLT_Photon20; + Bool_t HLT_Photon33; + Bool_t HLT_Photon50; + Bool_t HLT_Photon75; + Bool_t HLT_Photon90; + Bool_t HLT_Photon120; + Bool_t HLT_Photon150; + Bool_t HLT_Photon175; + Bool_t HLT_Photon200; + Bool_t HLT_Photon50_R9Id90_HE10_IsoM; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3; + Bool_t HLT_Photon90_R9Id90_HE10_IsoM; + Bool_t HLT_Photon120_R9Id90_HE10_IsoM; + Bool_t HLT_Photon165_R9Id90_HE10_IsoM; + Bool_t HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90; + Bool_t HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95; + Bool_t HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; + Bool_t HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; + Bool_t HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; + Bool_t HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; + Bool_t HLT_Dimuon0_Jpsi_L1_NoOS; + Bool_t HLT_Dimuon0_Jpsi_NoVertexing_NoOS; + Bool_t HLT_Dimuon0_Jpsi; + Bool_t HLT_Dimuon0_Jpsi_NoVertexing; + Bool_t HLT_Dimuon0_Jpsi_L1_4R_0er1p5R; + Bool_t HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R; + Bool_t HLT_Dimuon0_Jpsi3p5_Muon2; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5; + Bool_t HLT_Dimuon0_Upsilon_L1_5; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5NoOS; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5er2p0; + Bool_t HLT_Dimuon0_Upsilon_L1_4p5er2p0M; + Bool_t HLT_Dimuon0_Upsilon_NoVertexing; + Bool_t HLT_Dimuon0_Upsilon_L1_5M; + Bool_t HLT_Dimuon0_LowMass_L1_0er1p5R; + Bool_t HLT_Dimuon0_LowMass_L1_0er1p5; + Bool_t HLT_Dimuon0_LowMass; + Bool_t HLT_Dimuon0_LowMass_L1_4; + Bool_t HLT_Dimuon0_LowMass_L1_4R; + Bool_t HLT_Dimuon0_LowMass_L1_TM530; + Bool_t HLT_Dimuon0_Upsilon_Muon_L1_TM0; + Bool_t HLT_Dimuon0_Upsilon_Muon_NoL1Mass; + Bool_t HLT_TripleMu_5_3_3_Mass3p8to60_DZ; + Bool_t HLT_TripleMu_10_5_5_DZ; + Bool_t HLT_TripleMu_12_10_5; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15; + Bool_t HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1; + Bool_t HLT_DoubleMu3_DZ_PFMET50_PFMHT60; + Bool_t HLT_DoubleMu3_DZ_PFMET70_PFMHT70; + Bool_t HLT_DoubleMu3_DZ_PFMET90_PFMHT90; + Bool_t HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass; + Bool_t HLT_DoubleMu4_Jpsi_Displaced; + Bool_t HLT_DoubleMu4_Jpsi_NoVertexing; + Bool_t HLT_DoubleMu4_JpsiTrkTrk_Displaced; + Bool_t HLT_DoubleMu43NoFiltersNoVtx; + Bool_t HLT_DoubleMu48NoFiltersNoVtx; + Bool_t HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL; + Bool_t HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL; + Bool_t HLT_DoubleMu20_7_Mass0to30_L1_DM4; + Bool_t HLT_DoubleMu20_7_Mass0to30_L1_DM4EG; + Bool_t HLT_HT425; + Bool_t HLT_HT430_DisplacedDijet40_DisplacedTrack; + Bool_t HLT_HT500_DisplacedDijet40_DisplacedTrack; + Bool_t HLT_HT430_DisplacedDijet60_DisplacedTrack; + Bool_t HLT_HT400_DisplacedDijet40_DisplacedTrack; + Bool_t HLT_HT650_DisplacedDijet60_Inclusive; + Bool_t HLT_HT550_DisplacedDijet60_Inclusive; + Bool_t HLT_DiJet110_35_Mjj650_PFMET110; + Bool_t HLT_DiJet110_35_Mjj650_PFMET120; + Bool_t HLT_DiJet110_35_Mjj650_PFMET130; + Bool_t HLT_TripleJet110_35_35_Mjj650_PFMET110; + Bool_t HLT_TripleJet110_35_35_Mjj650_PFMET120; + Bool_t HLT_TripleJet110_35_35_Mjj650_PFMET130; + Bool_t HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1; + Bool_t HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1; + Bool_t HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1; + Bool_t HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned; + Bool_t HLT_Ele28_eta2p1_WPTight_Gsf_HT150; + Bool_t HLT_Ele28_HighEta_SC20_Mass55; + Bool_t HLT_DoubleMu20_7_Mass0to30_Photon23; + Bool_t HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5; + Bool_t HLT_Ele15_IsoVVVL_PFHT450_PFMET50; + Bool_t HLT_Ele15_IsoVVVL_PFHT450; + Bool_t HLT_Ele50_IsoVVVL_PFHT450; + Bool_t HLT_Ele15_IsoVVVL_PFHT600; + Bool_t HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60; + Bool_t HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60; + Bool_t HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5; + Bool_t HLT_Mu15_IsoVVVL_PFHT450_PFMET50; + Bool_t HLT_Mu15_IsoVVVL_PFHT450; + Bool_t HLT_Mu50_IsoVVVL_PFHT450; + Bool_t HLT_Mu15_IsoVVVL_PFHT600; + Bool_t HLT_Dimuon10_PsiPrime_Barrel_Seagulls; + Bool_t HLT_Dimuon20_Jpsi_Barrel_Seagulls; + Bool_t HLT_Dimuon10_Upsilon_Barrel_Seagulls; + Bool_t HLT_Dimuon12_Upsilon_eta1p5; + Bool_t HLT_Dimuon14_Phi_Barrel_Seagulls; + Bool_t HLT_Dimuon18_PsiPrime; + Bool_t HLT_Dimuon25_Jpsi; + Bool_t HLT_Dimuon18_PsiPrime_noCorrL1; + Bool_t HLT_Dimuon24_Upsilon_noCorrL1; + Bool_t HLT_Dimuon24_Phi_noCorrL1; + Bool_t HLT_Dimuon25_Jpsi_noCorrL1; + Bool_t HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ; + Bool_t HLT_DiMu9_Ele9_CaloIdL_TrackIdL; + Bool_t HLT_DoubleIsoMu20_eta2p1; + Bool_t HLT_DoubleIsoMu24_eta2p1; + Bool_t HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx; + Bool_t HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx; + Bool_t HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx; + Bool_t HLT_Mu8; + Bool_t HLT_Mu17; + Bool_t HLT_Mu19; + Bool_t HLT_Mu17_Photon30_IsoCaloId; + Bool_t HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30; + Bool_t HLT_Ele8_CaloIdM_TrackIdM_PFJet30; + Bool_t HLT_Ele17_CaloIdM_TrackIdM_PFJet30; + Bool_t HLT_Ele23_CaloIdM_TrackIdM_PFJet30; + Bool_t HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165; + Bool_t HLT_Ele115_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Ele135_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Ele145_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Ele200_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Ele250_CaloIdVT_GsfTrkIdT; + Bool_t HLT_Ele300_CaloIdVT_GsfTrkIdT; + Bool_t HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5; + Bool_t HLT_PFHT330PT30_QuadPFJet_75_60_45_40; + Bool_t HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2; + Bool_t HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2; + Bool_t HLT_PFHT380_SixPFJet32; + Bool_t HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5; + Bool_t HLT_PFHT430_SixPFJet40; + Bool_t HLT_PFHT350; + Bool_t HLT_PFHT350MinPFJet15; + Bool_t HLT_Photon60_R9Id90_CaloIdL_IsoL; + Bool_t HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL; + Bool_t HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15; + Bool_t HLT_FullTrack_Multiplicity85; + Bool_t HLT_FullTrack_Multiplicity100; + Bool_t HLT_FullTrack_Multiplicity130; + Bool_t HLT_FullTrack_Multiplicity155; + Bool_t HLT_ECALHT800; + Bool_t HLT_DiSC30_18_EIso_AND_HE_Mass70; + Bool_t HLT_Physics; + Bool_t HLT_Physics_part0; + Bool_t HLT_Physics_part1; + Bool_t HLT_Physics_part2; + Bool_t HLT_Physics_part3; + Bool_t HLT_Physics_part4; + Bool_t HLT_Physics_part5; + Bool_t HLT_Physics_part6; + Bool_t HLT_Physics_part7; + Bool_t HLT_Random; + Bool_t HLT_ZeroBias; + Bool_t HLT_ZeroBias_part0; + Bool_t HLT_ZeroBias_part1; + Bool_t HLT_ZeroBias_part2; + Bool_t HLT_ZeroBias_part3; + Bool_t HLT_ZeroBias_part4; + Bool_t HLT_ZeroBias_part5; + Bool_t HLT_ZeroBias_part6; + Bool_t HLT_ZeroBias_part7; + Bool_t HLT_AK4CaloJet30; + Bool_t HLT_AK4CaloJet40; + Bool_t HLT_AK4CaloJet50; + Bool_t HLT_AK4CaloJet80; + Bool_t HLT_AK4CaloJet100; + Bool_t HLT_AK4CaloJet120; + Bool_t HLT_AK4PFJet30; + Bool_t HLT_AK4PFJet50; + Bool_t HLT_AK4PFJet80; + Bool_t HLT_AK4PFJet100; + Bool_t HLT_AK4PFJet120; + Bool_t HLT_SinglePhoton10_Eta3p1ForPPRef; + Bool_t HLT_SinglePhoton20_Eta3p1ForPPRef; + Bool_t HLT_SinglePhoton30_Eta3p1ForPPRef; + Bool_t HLT_Photon20_HoverELoose; + Bool_t HLT_Photon30_HoverELoose; + Bool_t HLT_EcalCalibration; + Bool_t HLT_HcalCalibration; + Bool_t HLT_L1UnpairedBunchBptxMinus; + Bool_t HLT_L1UnpairedBunchBptxPlus; + Bool_t HLT_L1NotBptxOR; + Bool_t HLT_L1MinimumBiasHF_OR; + Bool_t HLT_L1MinimumBiasHF0OR; + Bool_t HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; + Bool_t HLT_HcalNZS; + Bool_t HLT_HcalPhiSym; + Bool_t HLT_HcalIsolatedbunch; + Bool_t HLT_IsoTrackHB; + Bool_t HLT_IsoTrackHE; + Bool_t HLT_ZeroBias_FirstCollisionAfterAbortGap; + Bool_t HLT_ZeroBias_IsolatedBunches; + Bool_t HLT_ZeroBias_FirstCollisionInTrain; + Bool_t HLT_ZeroBias_LastCollisionInTrain; + Bool_t HLT_ZeroBias_FirstBXAfterTrain; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1; + Bool_t HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1; + Bool_t HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg; + Bool_t HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg; + Bool_t HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg; + Bool_t HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg; + Bool_t HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140; + Bool_t HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; + Bool_t HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr; + Bool_t HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1; + Bool_t HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1; + Bool_t HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1; + Bool_t HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1; + Bool_t HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1; + Bool_t HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL; + Bool_t HLT_Rsq0p35; + Bool_t HLT_Rsq0p40; + Bool_t HLT_RsqMR300_Rsq0p09_MR200; + Bool_t HLT_RsqMR320_Rsq0p09_MR200; + Bool_t HLT_RsqMR300_Rsq0p09_MR200_4jet; + Bool_t HLT_RsqMR320_Rsq0p09_MR200_4jet; + Bool_t HLT_IsoMu27_LooseChargedIsoPFTau20_Trk1_eta2p1_SingleL1; + Bool_t HLT_IsoMu27_MediumChargedIsoPFTau20_Trk1_eta2p1_SingleL1; + Bool_t HLT_IsoMu27_TightChargedIsoPFTau20_Trk1_eta2p1_SingleL1; + Bool_t HLT_IsoMu27_MET90; + Bool_t HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1; + Bool_t HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1; + Bool_t HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg; + Bool_t HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3; + Bool_t HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3; + Bool_t HLT_PFMET100_PFMHT100_IDTight_PFHT60; + Bool_t HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60; + Bool_t HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60; + Bool_t HLT_Mu18_Mu9_SameSign; + Bool_t HLT_Mu18_Mu9_SameSign_DZ; + Bool_t HLT_Mu18_Mu9; + Bool_t HLT_Mu18_Mu9_DZ; + Bool_t HLT_Mu20_Mu10_SameSign; + Bool_t HLT_Mu20_Mu10_SameSign_DZ; + Bool_t HLT_Mu20_Mu10; + Bool_t HLT_Mu20_Mu10_DZ; + Bool_t HLT_Mu23_Mu12_SameSign; + Bool_t HLT_Mu23_Mu12_SameSign_DZ; + Bool_t HLT_Mu23_Mu12; + Bool_t HLT_Mu23_Mu12_DZ; + Bool_t HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05; + Bool_t HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi; + Bool_t HLT_DoubleMu3_DCA_PFMET50_PFMHT60; + Bool_t HLT_TripleMu_5_3_3_Mass3p8to60_DCA; + Bool_t HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1; + Bool_t HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1; + Bool_t HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1; + Bool_t HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1; + Bool_t HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2; + Bool_t HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2; + Bool_t HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2; + Bool_t HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2; + Bool_t HLT_QuadPFJet98_83_71_15; + Bool_t HLT_QuadPFJet103_88_75_15; + Bool_t HLT_QuadPFJet105_88_76_15; + Bool_t HLT_QuadPFJet111_90_80_15; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p17; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p1; + Bool_t HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02; + Bool_t HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; + Bool_t HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; + Bool_t HLTriggerFinalPath; + UInt_t nLepton; + Int_t Lepton_pdgId[5]; //[nLepton] + Int_t Lepton_electronIdx[5]; //[nLepton] + Int_t Lepton_muonIdx[5]; //[nLepton] + Float_t Lepton_pt[5]; //[nLepton] + Float_t Lepton_eta[5]; //[nLepton] + Float_t Lepton_phi[5]; //[nLepton] + UInt_t nVetoLepton; + Int_t VetoLepton_pdgId[8]; //[nVetoLepton] + Int_t VetoLepton_electronIdx[8]; //[nVetoLepton] + Int_t VetoLepton_muonIdx[8]; //[nVetoLepton] + Float_t VetoLepton_pt[8]; //[nVetoLepton] + Float_t VetoLepton_eta[8]; //[nVetoLepton] + Float_t VetoLepton_phi[8]; //[nVetoLepton] + UInt_t nCleanJet; + Int_t CleanJet_jetIdx[20]; //[nCleanJet] + Float_t CleanJet_pt[20]; //[nCleanJet] + Float_t CleanJet_eta[20]; //[nCleanJet] + Float_t CleanJet_phi[20]; //[nCleanJet] + Int_t Lepton_isLoose[5]; //[nLepton] + Int_t Lepton_isVeto[5]; //[nLepton] + Float_t dmZll_veto; + Int_t Lepton_isTightElectron_mvaFall17V2Iso_WP90_tthmva_70[5]; //[nLepton] + Int_t Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS_tthmva_70[5]; //[nLepton] + Int_t Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS[5]; //[nLepton] + Int_t Lepton_isTightElectron_mvaFall17V2Iso_WP90[5]; //[nLepton] + Int_t Lepton_isTightMuon_cut_Tight_HWWW_tthmva_80[5]; //[nLepton] + Int_t Lepton_isTightMuon_cut_Tight_HWWW[5]; //[nLepton] + UInt_t nCleanFatJet; + Int_t CleanFatJet_jetIdx[3]; //[nCleanFatJet] + Float_t CleanFatJet_pt[3]; //[nCleanFatJet] + Float_t CleanFatJet_eta[3]; //[nCleanFatJet] + Float_t CleanFatJet_phi[3]; //[nCleanFatJet] + Float_t CleanFatJet_mass[3]; //[nCleanFatJet] + Float_t CleanFatJet_tau21[3]; //[nCleanFatJet] + UInt_t nCleanJetNotFat; + Int_t CleanJetNotFat_jetIdx[20]; //[nCleanJetNotFat] + Float_t CleanJetNotFat_deltaR[20]; //[nCleanJetNotFat] + Float_t Lepton_rochesterSF[5]; //[nLepton] + Float_t mll; + Float_t dphill; + Float_t yll; + Float_t ptll; + Float_t pt1; + Float_t pt2; + Float_t mth; + Float_t mcoll; + Float_t mcollWW; + Float_t mTi; + Float_t mTe; + Float_t choiMass; + Float_t mR; + Float_t mT2; + Float_t channel; + Float_t drll; + Float_t dphilljet; + Float_t dphilljetjet; + Float_t dphilljetjet_cut; + Float_t dphillmet; + Float_t dphilmet; + Float_t dphilmet1; + Float_t dphilmet2; + Float_t mtw1; + Float_t mtw2; + Float_t mjj; + Float_t detajj; + Float_t njet; + Float_t mllWgSt; + Float_t drllWgSt; + Float_t mllThird; + Float_t mllOneThree; + Float_t mllTwoThree; + Float_t drllOneThree; + Float_t drllTwoThree; + Float_t dphijet1met; + Float_t dphijet2met; + Float_t dphijjmet; + Float_t dphijjmet_cut; + Float_t dphilep1jet1; + Float_t dphilep1jet2; + Float_t dphilep2jet1; + Float_t dphilep2jet2; + Float_t mindetajl; + Float_t detall; + Float_t dphijj; + Float_t maxdphilepjj; + Float_t dphilep1jj; + Float_t dphilep2jj; + Float_t ht; + Float_t vht_pt; + Float_t vht_phi; + Float_t projpfmet; + Float_t dphiltkmet; + Float_t projtkmet; + Float_t mpmet; + Float_t pTWW; + Float_t pTHjj; + Float_t recoil; + Float_t jetpt1_cut; + Float_t jetpt2_cut; + Float_t dphilljet_cut; + Float_t dphijet1met_cut; + Float_t dphijet2met_cut; + Float_t PfMetDivSumMet; + Float_t upara; + Float_t uperp; + Float_t m2ljj20; + Float_t m2ljj30; + Float_t ptTOT_cut; + Float_t mTOT_cut; + Float_t OLV1_cut; + Float_t OLV2_cut; + Float_t Ceta_cut; + Float_t mlljj20_whss; + Float_t mlljj30_whss; + Float_t WlepPt_whss; + Float_t WlepMt_whss; + Float_t WH3l_dphilmet[3]; + Float_t WH3l_drOSll[3]; + Float_t WH3l_ZVeto; + Bool_t WH3l_flagOSSF; + Float_t ZH3l_checkmZ; + Float_t ZH3l_njet; + Float_t ZH3l_pdgid_l; + Float_t WH3l_mOSll[3]; + Float_t WH3l_mtWWW; + Float_t ZH3l_mTlmet; + Float_t WH3l_ptOSll[3]; + Float_t ZH3l_mTlmetj; + Float_t ZH3l_pTlmetjj; + Float_t WH3l_ptlll; + Int_t WH3l_chlll; + Float_t ZH3l_Z4lveto; + Float_t ZH3l_dmjjmW; + Float_t ZH3l_dphilmetjj; + Float_t ZH3l_mTlmetjj; + Float_t WH3l_ptW; + Float_t ZH3l_pTlmetj; + Float_t ZH3l_pTZ; + Float_t WH3l_mtlmet[3]; + Float_t WH3l_dphilllmet; + Float_t ZH3l_dphilmetj; + Int_t WH3l_njet; + Float_t WH3l_ptWWW; + Float_t WH3l_mlll; + Float_t pfmetPhi_zh4l; + Float_t z0Mass_zh4l; + Float_t z0Pt_zh4l; + Float_t z1Mass_zh4l; + Float_t z1Pt_zh4l; + Float_t zaMass_zh4l; + Float_t zbMass_zh4l; + Float_t flagZ1SF_zh4l; + Float_t z0DeltaPhi_zh4l; + Float_t z1DeltaPhi_zh4l; + Float_t zaDeltaPhi_zh4l; + Float_t zbDeltaPhi_zh4l; + Float_t minDeltaPhi_zh4l; + Float_t z0DeltaR_zh4l; + Float_t z1DeltaR_zh4l; + Float_t zaDeltaR_zh4l; + Float_t zbDeltaR_zh4l; + Float_t lep1Mt_zh4l; + Float_t lep2Mt_zh4l; + Float_t lep3Mt_zh4l; + Float_t lep4Mt_zh4l; + Float_t minMt_zh4l; + Float_t z1Mt_zh4l; + Float_t mllll_zh4l; + Float_t chllll_zh4l; + Float_t z1dPhi_lep1MET_zh4l; + Float_t z1dPhi_lep2MET_zh4l; + Float_t z1mindPhi_lepMET_zh4l; + Int_t EMTFbug_veto; + Int_t run_period; + Int_t Trigger_sngEl; + Int_t Trigger_sngMu; + Int_t Trigger_dblEl; + Int_t Trigger_dblMu; + Int_t Trigger_ElMu; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80; + Float_t METFilter_DATA; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; + Float_t LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW; + Float_t LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80; + Float_t Lepton_mvaTTH_UL[5]; //[nLepton] + Float_t hm; + Float_t me_vbf_hsm; + Float_t me_vbf_hm; + Float_t me_vbf_hp; + Float_t me_vbf_hl; + Float_t me_vbf_hlzg; + Float_t me_vbf_mixhm; + Float_t me_vbf_mixhp; + Float_t me_wh_hsm; + Float_t me_wh_hm; + Float_t me_wh_hp; + Float_t me_wh_hl; + Float_t me_wh_mixhm; + Float_t me_wh_mixhp; + Float_t me_zh_hsm; + Float_t me_zh_hm; + Float_t me_zh_hp; + Float_t me_zh_hl; + Float_t me_zh_hlzg; + Float_t me_zh_mixhm; + Float_t me_zh_mixhp; + Float_t me_qcd_hsm; + Float_t me_qcd_hm; + Float_t me_qcd_mixhm; + Float_t pjjSm_wh; + Float_t pjjTr_wh; + Float_t pjjSm_zh; + Float_t pjjTr_zh; + Float_t meAvg_wh; + Float_t meAvg_zh; + Float_t me_Wh_hsm; + Float_t me_Wh_hm; + Float_t me_Wh_hp; + Float_t me_Wh_hl; + Float_t me_Wh_mixhm; + Float_t me_Wh_mixhp; + Float_t me_Zh_hsm; + Float_t me_Zh_hm; + Float_t me_Zh_hp; + Float_t me_Zh_hl; + Float_t me_Zh_hlzg; + Float_t me_Zh_mixhm; + Float_t me_Zh_mixhp; + Float_t me_QCD_hsm; + Float_t pjjSm_Wh; + Float_t pjjTr_Wh; + Float_t pjjSm_Zh; + Float_t pjjTr_Zh; + + // List of branches + TBranch *b_run; //! + TBranch *b_luminosityBlock; //! + TBranch *b_event; //! + TBranch *b_nboostedTau; //! + TBranch *b_boostedTau_chargedIso; //! + TBranch *b_boostedTau_eta; //! + TBranch *b_boostedTau_leadTkDeltaEta; //! + TBranch *b_boostedTau_leadTkDeltaPhi; //! + TBranch *b_boostedTau_leadTkPtOverTauPt; //! + TBranch *b_boostedTau_mass; //! + TBranch *b_boostedTau_neutralIso; //! + TBranch *b_boostedTau_phi; //! + TBranch *b_boostedTau_photonsOutsideSignalCone; //! + TBranch *b_boostedTau_pt; //! + TBranch *b_boostedTau_puCorr; //! + TBranch *b_boostedTau_rawAntiEle2018; //! + TBranch *b_boostedTau_rawIso; //! + TBranch *b_boostedTau_rawIsodR03; //! + TBranch *b_boostedTau_rawMVAnewDM2017v2; //! + TBranch *b_boostedTau_rawMVAoldDM2017v2; //! + TBranch *b_boostedTau_rawMVAoldDMdR032017v2; //! + TBranch *b_boostedTau_charge; //! + TBranch *b_boostedTau_decayMode; //! + TBranch *b_boostedTau_jetIdx; //! + TBranch *b_boostedTau_rawAntiEleCat2018; //! + TBranch *b_boostedTau_idAntiEle2018; //! + TBranch *b_boostedTau_idAntiMu; //! + TBranch *b_boostedTau_idMVAnewDM2017v2; //! + TBranch *b_boostedTau_idMVAoldDM2017v2; //! + TBranch *b_boostedTau_idMVAoldDMdR032017v2; //! + TBranch *b_CaloMET_phi; //! + TBranch *b_CaloMET_pt; //! + TBranch *b_CaloMET_sumEt; //! + TBranch *b_ChsMET_phi; //! + TBranch *b_ChsMET_pt; //! + TBranch *b_ChsMET_sumEt; //! + TBranch *b_nCorrT1METJet; //! + TBranch *b_CorrT1METJet_area; //! + TBranch *b_CorrT1METJet_eta; //! + TBranch *b_CorrT1METJet_muonSubtrFactor; //! + TBranch *b_CorrT1METJet_phi; //! + TBranch *b_CorrT1METJet_rawPt; //! + TBranch *b_DeepMETResolutionTune_phi; //! + TBranch *b_DeepMETResolutionTune_pt; //! + TBranch *b_DeepMETResponseTune_phi; //! + TBranch *b_DeepMETResponseTune_pt; //! + TBranch *b_nElectron; //! + TBranch *b_Electron_dEscaleDown; //! + TBranch *b_Electron_dEscaleUp; //! + TBranch *b_Electron_dEsigmaDown; //! + TBranch *b_Electron_dEsigmaUp; //! + TBranch *b_Electron_deltaEtaSC; //! + TBranch *b_Electron_dr03EcalRecHitSumEt; //! + TBranch *b_Electron_dr03HcalDepth1TowerSumEt; //! + TBranch *b_Electron_dr03TkSumPt; //! + TBranch *b_Electron_dr03TkSumPtHEEP; //! + TBranch *b_Electron_dxy; //! + TBranch *b_Electron_dxyErr; //! + TBranch *b_Electron_dz; //! + TBranch *b_Electron_dzErr; //! + TBranch *b_Electron_eCorr; //! + TBranch *b_Electron_eInvMinusPInv; //! + TBranch *b_Electron_energyErr; //! + TBranch *b_Electron_eta; //! + TBranch *b_Electron_hoe; //! + TBranch *b_Electron_ip3d; //! + TBranch *b_Electron_jetPtRelv2; //! + TBranch *b_Electron_jetRelIso; //! + TBranch *b_Electron_mass; //! + TBranch *b_Electron_miniPFRelIso_all; //! + TBranch *b_Electron_miniPFRelIso_chg; //! + TBranch *b_Electron_mvaFall17V2Iso; //! + TBranch *b_Electron_mvaFall17V2noIso; //! + TBranch *b_Electron_pfRelIso03_all; //! + TBranch *b_Electron_pfRelIso03_chg; //! + TBranch *b_Electron_phi; //! + TBranch *b_Electron_pt; //! + TBranch *b_Electron_r9; //! + TBranch *b_Electron_scEtOverPt; //! + TBranch *b_Electron_sieie; //! + TBranch *b_Electron_sip3d; //! + TBranch *b_Electron_mvaTTH; //! + TBranch *b_Electron_charge; //! + TBranch *b_Electron_cutBased; //! + TBranch *b_Electron_jetIdx; //! + TBranch *b_Electron_pdgId; //! + TBranch *b_Electron_photonIdx; //! + TBranch *b_Electron_tightCharge; //! + TBranch *b_Electron_vidNestedWPBitmap; //! + TBranch *b_Electron_vidNestedWPBitmapHEEP; //! + TBranch *b_Electron_convVeto; //! + TBranch *b_Electron_cutBased_HEEP; //! + TBranch *b_Electron_isPFcand; //! + TBranch *b_Electron_jetNDauCharged; //! + TBranch *b_Electron_lostHits; //! + TBranch *b_Electron_mvaFall17V2Iso_WP80; //! + TBranch *b_Electron_mvaFall17V2Iso_WP90; //! + TBranch *b_Electron_mvaFall17V2Iso_WPL; //! + TBranch *b_Electron_mvaFall17V2noIso_WP80; //! + TBranch *b_Electron_mvaFall17V2noIso_WP90; //! + TBranch *b_Electron_mvaFall17V2noIso_WPL; //! + TBranch *b_Electron_seedGain; //! + TBranch *b_nFatJet; //! + TBranch *b_FatJet_area; //! + TBranch *b_FatJet_btagCSVV2; //! + TBranch *b_FatJet_btagDDBvLV2; //! + TBranch *b_FatJet_btagDDCvBV2; //! + TBranch *b_FatJet_btagDDCvLV2; //! + TBranch *b_FatJet_btagDeepB; //! + TBranch *b_FatJet_btagHbb; //! + TBranch *b_FatJet_deepTagMD_H4qvsQCD; //! + TBranch *b_FatJet_deepTagMD_HbbvsQCD; //! + TBranch *b_FatJet_deepTagMD_TvsQCD; //! + TBranch *b_FatJet_deepTagMD_WvsQCD; //! + TBranch *b_FatJet_deepTagMD_ZHbbvsQCD; //! + TBranch *b_FatJet_deepTagMD_ZHccvsQCD; //! + TBranch *b_FatJet_deepTagMD_ZbbvsQCD; //! + TBranch *b_FatJet_deepTagMD_ZvsQCD; //! + TBranch *b_FatJet_deepTagMD_bbvsLight; //! + TBranch *b_FatJet_deepTagMD_ccvsLight; //! + TBranch *b_FatJet_deepTag_H; //! + TBranch *b_FatJet_deepTag_QCD; //! + TBranch *b_FatJet_deepTag_QCDothers; //! + TBranch *b_FatJet_deepTag_TvsQCD; //! + TBranch *b_FatJet_deepTag_WvsQCD; //! + TBranch *b_FatJet_deepTag_ZvsQCD; //! + TBranch *b_FatJet_eta; //! + TBranch *b_FatJet_mass; //! + TBranch *b_FatJet_msoftdrop; //! + TBranch *b_FatJet_n2b1; //! + TBranch *b_FatJet_n3b1; //! + TBranch *b_FatJet_particleNetMD_QCD; //! + TBranch *b_FatJet_particleNetMD_Xbb; //! + TBranch *b_FatJet_particleNetMD_Xcc; //! + TBranch *b_FatJet_particleNetMD_Xqq; //! + TBranch *b_FatJet_particleNet_H4qvsQCD; //! + TBranch *b_FatJet_particleNet_HbbvsQCD; //! + TBranch *b_FatJet_particleNet_HccvsQCD; //! + TBranch *b_FatJet_particleNet_QCD; //! + TBranch *b_FatJet_particleNet_TvsQCD; //! + TBranch *b_FatJet_particleNet_WvsQCD; //! + TBranch *b_FatJet_particleNet_ZvsQCD; //! + TBranch *b_FatJet_particleNet_mass; //! + TBranch *b_FatJet_phi; //! + TBranch *b_FatJet_pt; //! + TBranch *b_FatJet_rawFactor; //! + TBranch *b_FatJet_tau1; //! + TBranch *b_FatJet_tau2; //! + TBranch *b_FatJet_tau3; //! + TBranch *b_FatJet_tau4; //! + TBranch *b_FatJet_lsf3; //! + TBranch *b_FatJet_jetId; //! + TBranch *b_FatJet_subJetIdx1; //! + TBranch *b_FatJet_subJetIdx2; //! + TBranch *b_FatJet_electronIdx3SJ; //! + TBranch *b_FatJet_muonIdx3SJ; //! + TBranch *b_FatJet_nConstituents; //! + TBranch *b_nFsrPhoton; //! + TBranch *b_FsrPhoton_dROverEt2; //! + TBranch *b_FsrPhoton_eta; //! + TBranch *b_FsrPhoton_phi; //! + TBranch *b_FsrPhoton_pt; //! + TBranch *b_FsrPhoton_relIso03; //! + TBranch *b_FsrPhoton_muonIdx; //! + TBranch *b_nIsoTrack; //! + TBranch *b_IsoTrack_dxy; //! + TBranch *b_IsoTrack_dz; //! + TBranch *b_IsoTrack_eta; //! + TBranch *b_IsoTrack_pfRelIso03_all; //! + TBranch *b_IsoTrack_pfRelIso03_chg; //! + TBranch *b_IsoTrack_phi; //! + TBranch *b_IsoTrack_pt; //! + TBranch *b_IsoTrack_miniPFRelIso_all; //! + TBranch *b_IsoTrack_miniPFRelIso_chg; //! + TBranch *b_IsoTrack_charge; //! + TBranch *b_IsoTrack_fromPV; //! + TBranch *b_IsoTrack_pdgId; //! + TBranch *b_IsoTrack_isHighPurityTrack; //! + TBranch *b_IsoTrack_isPFcand; //! + TBranch *b_IsoTrack_isFromLostTrack; //! + TBranch *b_nJet; //! + TBranch *b_Jet_area; //! + TBranch *b_Jet_btagCSVV2; //! + TBranch *b_Jet_btagDeepB; //! + TBranch *b_Jet_btagDeepCvB; //! + TBranch *b_Jet_btagDeepCvL; //! + TBranch *b_Jet_btagDeepFlavB; //! + TBranch *b_Jet_btagDeepFlavCvB; //! + TBranch *b_Jet_btagDeepFlavCvL; //! + TBranch *b_Jet_btagDeepFlavQG; //! + TBranch *b_Jet_chEmEF; //! + TBranch *b_Jet_chFPV0EF; //! + TBranch *b_Jet_chHEF; //! + TBranch *b_Jet_eta; //! + TBranch *b_Jet_hfsigmaEtaEta; //! + TBranch *b_Jet_hfsigmaPhiPhi; //! + TBranch *b_Jet_mass; //! + TBranch *b_Jet_muEF; //! + TBranch *b_Jet_muonSubtrFactor; //! + TBranch *b_Jet_neEmEF; //! + TBranch *b_Jet_neHEF; //! + TBranch *b_Jet_phi; //! + TBranch *b_Jet_pt; //! + TBranch *b_Jet_puIdDisc; //! + TBranch *b_Jet_qgl; //! + TBranch *b_Jet_rawFactor; //! + TBranch *b_Jet_bRegCorr; //! + TBranch *b_Jet_bRegRes; //! + TBranch *b_Jet_cRegCorr; //! + TBranch *b_Jet_cRegRes; //! + TBranch *b_Jet_electronIdx1; //! + TBranch *b_Jet_electronIdx2; //! + TBranch *b_Jet_hfadjacentEtaStripsSize; //! + TBranch *b_Jet_hfcentralEtaStripSize; //! + TBranch *b_Jet_jetId; //! + TBranch *b_Jet_muonIdx1; //! + TBranch *b_Jet_muonIdx2; //! + TBranch *b_Jet_nElectrons; //! + TBranch *b_Jet_nMuons; //! + TBranch *b_Jet_puId; //! + TBranch *b_Jet_nConstituents; //! + TBranch *b_L1PreFiringWeight_Dn; //! + TBranch *b_L1PreFiringWeight_ECAL_Dn; //! + TBranch *b_L1PreFiringWeight_ECAL_Nom; //! + TBranch *b_L1PreFiringWeight_ECAL_Up; //! + TBranch *b_L1PreFiringWeight_Muon_Nom; //! + TBranch *b_L1PreFiringWeight_Muon_StatDn; //! + TBranch *b_L1PreFiringWeight_Muon_StatUp; //! + TBranch *b_L1PreFiringWeight_Muon_SystDn; //! + TBranch *b_L1PreFiringWeight_Muon_SystUp; //! + TBranch *b_L1PreFiringWeight_Nom; //! + TBranch *b_L1PreFiringWeight_Up; //! + TBranch *b_nLowPtElectron; //! + TBranch *b_LowPtElectron_ID; //! + TBranch *b_LowPtElectron_convVtxRadius; //! + TBranch *b_LowPtElectron_deltaEtaSC; //! + TBranch *b_LowPtElectron_dxy; //! + TBranch *b_LowPtElectron_dxyErr; //! + TBranch *b_LowPtElectron_dz; //! + TBranch *b_LowPtElectron_dzErr; //! + TBranch *b_LowPtElectron_eInvMinusPInv; //! + TBranch *b_LowPtElectron_embeddedID; //! + TBranch *b_LowPtElectron_energyErr; //! + TBranch *b_LowPtElectron_eta; //! + TBranch *b_LowPtElectron_hoe; //! + TBranch *b_LowPtElectron_mass; //! + TBranch *b_LowPtElectron_miniPFRelIso_all; //! + TBranch *b_LowPtElectron_miniPFRelIso_chg; //! + TBranch *b_LowPtElectron_phi; //! + TBranch *b_LowPtElectron_pt; //! + TBranch *b_LowPtElectron_ptbiased; //! + TBranch *b_LowPtElectron_r9; //! + TBranch *b_LowPtElectron_scEtOverPt; //! + TBranch *b_LowPtElectron_sieie; //! + TBranch *b_LowPtElectron_unbiased; //! + TBranch *b_LowPtElectron_charge; //! + TBranch *b_LowPtElectron_convWP; //! + TBranch *b_LowPtElectron_pdgId; //! + TBranch *b_LowPtElectron_convVeto; //! + TBranch *b_LowPtElectron_lostHits; //! + TBranch *b_MET_MetUnclustEnUpDeltaX; //! + TBranch *b_MET_MetUnclustEnUpDeltaY; //! + TBranch *b_MET_covXX; //! + TBranch *b_MET_covXY; //! + TBranch *b_MET_covYY; //! + TBranch *b_MET_phi; //! + TBranch *b_MET_pt; //! + TBranch *b_MET_significance; //! + TBranch *b_MET_sumEt; //! + TBranch *b_MET_sumPtUnclustered; //! + TBranch *b_nProton_multiRP; //! + TBranch *b_Proton_multiRP_t; //! + TBranch *b_Proton_multiRP_thetaX; //! + TBranch *b_Proton_multiRP_thetaY; //! + TBranch *b_Proton_multiRP_time; //! + TBranch *b_Proton_multiRP_timeUnc; //! + TBranch *b_Proton_multiRP_xi; //! + TBranch *b_Proton_multiRP_arm; //! + TBranch *b_nMuon; //! + TBranch *b_Muon_dxy; //! + TBranch *b_Muon_dxyErr; //! + TBranch *b_Muon_dxybs; //! + TBranch *b_Muon_dz; //! + TBranch *b_Muon_dzErr; //! + TBranch *b_Muon_eta; //! + TBranch *b_Muon_ip3d; //! + TBranch *b_Muon_jetPtRelv2; //! + TBranch *b_Muon_jetRelIso; //! + TBranch *b_Muon_mass; //! + TBranch *b_Muon_miniPFRelIso_all; //! + TBranch *b_Muon_miniPFRelIso_chg; //! + TBranch *b_Muon_pfRelIso03_all; //! + TBranch *b_Muon_pfRelIso03_chg; //! + TBranch *b_Muon_pfRelIso04_all; //! + TBranch *b_Muon_phi; //! + TBranch *b_Muon_pt; //! + TBranch *b_Muon_ptErr; //! + TBranch *b_Muon_segmentComp; //! + TBranch *b_Muon_sip3d; //! + TBranch *b_Muon_softMva; //! + TBranch *b_Muon_tkRelIso; //! + TBranch *b_Muon_tunepRelPt; //! + TBranch *b_Muon_mvaLowPt; //! + TBranch *b_Muon_mvaTTH; //! + TBranch *b_Muon_charge; //! + TBranch *b_Muon_jetIdx; //! + TBranch *b_Muon_nStations; //! + TBranch *b_Muon_nTrackerLayers; //! + TBranch *b_Muon_pdgId; //! + TBranch *b_Muon_tightCharge; //! + TBranch *b_Muon_fsrPhotonIdx; //! + TBranch *b_Muon_highPtId; //! + TBranch *b_Muon_highPurity; //! + TBranch *b_Muon_inTimeMuon; //! + TBranch *b_Muon_isGlobal; //! + TBranch *b_Muon_isPFcand; //! + TBranch *b_Muon_isStandalone; //! + TBranch *b_Muon_isTracker; //! + TBranch *b_Muon_jetNDauCharged; //! + TBranch *b_Muon_looseId; //! + TBranch *b_Muon_mediumId; //! + TBranch *b_Muon_mediumPromptId; //! + TBranch *b_Muon_miniIsoId; //! + TBranch *b_Muon_multiIsoId; //! + TBranch *b_Muon_mvaId; //! + TBranch *b_Muon_mvaLowPtId; //! + TBranch *b_Muon_pfIsoId; //! + TBranch *b_Muon_puppiIsoId; //! + TBranch *b_Muon_softId; //! + TBranch *b_Muon_softMvaId; //! + TBranch *b_Muon_tightId; //! + TBranch *b_Muon_tkIsoId; //! + TBranch *b_Muon_triggerIdLoose; //! + TBranch *b_nPhoton; //! + TBranch *b_Photon_dEscaleDown; //! + TBranch *b_Photon_dEscaleUp; //! + TBranch *b_Photon_dEsigmaDown; //! + TBranch *b_Photon_dEsigmaUp; //! + TBranch *b_Photon_eCorr; //! + TBranch *b_Photon_energyErr; //! + TBranch *b_Photon_eta; //! + TBranch *b_Photon_hoe; //! + TBranch *b_Photon_mass; //! + TBranch *b_Photon_mvaID; //! + TBranch *b_Photon_mvaID_Fall17V1p1; //! + TBranch *b_Photon_pfRelIso03_all; //! + TBranch *b_Photon_pfRelIso03_chg; //! + TBranch *b_Photon_phi; //! + TBranch *b_Photon_pt; //! + TBranch *b_Photon_r9; //! + TBranch *b_Photon_sieie; //! + TBranch *b_Photon_charge; //! + TBranch *b_Photon_cutBased; //! + TBranch *b_Photon_cutBased_Fall17V1Bitmap; //! + TBranch *b_Photon_electronIdx; //! + TBranch *b_Photon_jetIdx; //! + TBranch *b_Photon_pdgId; //! + TBranch *b_Photon_vidNestedWPBitmap; //! + TBranch *b_Photon_electronVeto; //! + TBranch *b_Photon_isScEtaEB; //! + TBranch *b_Photon_isScEtaEE; //! + TBranch *b_Photon_mvaID_WP80; //! + TBranch *b_Photon_mvaID_WP90; //! + TBranch *b_Photon_pixelSeed; //! + TBranch *b_Photon_seedGain; //! + TBranch *b_nPPSLocalTrack; //! + TBranch *b_PPSLocalTrack_x; //! + TBranch *b_PPSLocalTrack_y; //! + TBranch *b_PPSLocalTrack_time; //! + TBranch *b_PPSLocalTrack_timeUnc; //! + TBranch *b_PPSLocalTrack_multiRPProtonIdx; //! + TBranch *b_PPSLocalTrack_singleRPProtonIdx; //! + TBranch *b_PPSLocalTrack_decRPId; //! + TBranch *b_PPSLocalTrack_rpType; //! + TBranch *b_PuppiMET_phi; //! + TBranch *b_PuppiMET_phiJERDown; //! + TBranch *b_PuppiMET_phiJERUp; //! + TBranch *b_PuppiMET_phiJESDown; //! + TBranch *b_PuppiMET_phiJESUp; //! + TBranch *b_PuppiMET_phiUnclusteredDown; //! + TBranch *b_PuppiMET_phiUnclusteredUp; //! + TBranch *b_PuppiMET_pt; //! + TBranch *b_PuppiMET_ptJERDown; //! + TBranch *b_PuppiMET_ptJERUp; //! + TBranch *b_PuppiMET_ptJESDown; //! + TBranch *b_PuppiMET_ptJESUp; //! + TBranch *b_PuppiMET_ptUnclusteredDown; //! + TBranch *b_PuppiMET_ptUnclusteredUp; //! + TBranch *b_PuppiMET_sumEt; //! + TBranch *b_RawMET_phi; //! + TBranch *b_RawMET_pt; //! + TBranch *b_RawMET_sumEt; //! + TBranch *b_RawPuppiMET_phi; //! + TBranch *b_RawPuppiMET_pt; //! + TBranch *b_RawPuppiMET_sumEt; //! + TBranch *b_fixedGridRhoFastjetAll; //! + TBranch *b_fixedGridRhoFastjetCentral; //! + TBranch *b_fixedGridRhoFastjetCentralCalo; //! + TBranch *b_fixedGridRhoFastjetCentralChargedPileUp; //! + TBranch *b_fixedGridRhoFastjetCentralNeutral; //! + TBranch *b_nSoftActivityJet; //! + TBranch *b_SoftActivityJet_eta; //! + TBranch *b_SoftActivityJet_phi; //! + TBranch *b_SoftActivityJet_pt; //! + TBranch *b_SoftActivityJetHT; //! + TBranch *b_SoftActivityJetHT10; //! + TBranch *b_SoftActivityJetHT2; //! + TBranch *b_SoftActivityJetHT5; //! + TBranch *b_SoftActivityJetNjets10; //! + TBranch *b_SoftActivityJetNjets2; //! + TBranch *b_SoftActivityJetNjets5; //! + TBranch *b_nProton_singleRP; //! + TBranch *b_Proton_singleRP_thetaY; //! + TBranch *b_Proton_singleRP_xi; //! + TBranch *b_Proton_singleRP_decRPId; //! + TBranch *b_nSubJet; //! + TBranch *b_SubJet_btagCSVV2; //! + TBranch *b_SubJet_btagDeepB; //! + TBranch *b_SubJet_eta; //! + TBranch *b_SubJet_mass; //! + TBranch *b_SubJet_n2b1; //! + TBranch *b_SubJet_n3b1; //! + TBranch *b_SubJet_phi; //! + TBranch *b_SubJet_pt; //! + TBranch *b_SubJet_rawFactor; //! + TBranch *b_SubJet_tau1; //! + TBranch *b_SubJet_tau2; //! + TBranch *b_SubJet_tau3; //! + TBranch *b_SubJet_tau4; //! + TBranch *b_nTau; //! + TBranch *b_Tau_chargedIso; //! + TBranch *b_Tau_dxy; //! + TBranch *b_Tau_dz; //! + TBranch *b_Tau_eta; //! + TBranch *b_Tau_leadTkDeltaEta; //! + TBranch *b_Tau_leadTkDeltaPhi; //! + TBranch *b_Tau_leadTkPtOverTauPt; //! + TBranch *b_Tau_mass; //! + TBranch *b_Tau_neutralIso; //! + TBranch *b_Tau_phi; //! + TBranch *b_Tau_photonsOutsideSignalCone; //! + TBranch *b_Tau_pt; //! + TBranch *b_Tau_puCorr; //! + TBranch *b_Tau_rawDeepTau2017v2p1VSe; //! + TBranch *b_Tau_rawDeepTau2017v2p1VSjet; //! + TBranch *b_Tau_rawDeepTau2017v2p1VSmu; //! + TBranch *b_Tau_rawIso; //! + TBranch *b_Tau_rawIsodR03; //! + TBranch *b_Tau_charge; //! + TBranch *b_Tau_decayMode; //! + TBranch *b_Tau_jetIdx; //! + TBranch *b_Tau_idAntiEleDeadECal; //! + TBranch *b_Tau_idAntiMu; //! + TBranch *b_Tau_idDecayModeOldDMs; //! + TBranch *b_Tau_idDeepTau2017v2p1VSe; //! + TBranch *b_Tau_idDeepTau2017v2p1VSjet; //! + TBranch *b_Tau_idDeepTau2017v2p1VSmu; //! + TBranch *b_TkMET_phi; //! + TBranch *b_TkMET_pt; //! + TBranch *b_TkMET_sumEt; //! + TBranch *b_nTrigObj; //! + TBranch *b_TrigObj_pt; //! + TBranch *b_TrigObj_eta; //! + TBranch *b_TrigObj_phi; //! + TBranch *b_TrigObj_l1pt; //! + TBranch *b_TrigObj_l1pt_2; //! + TBranch *b_TrigObj_l2pt; //! + TBranch *b_TrigObj_id; //! + TBranch *b_TrigObj_l1iso; //! + TBranch *b_TrigObj_l1charge; //! + TBranch *b_TrigObj_filterBits; //! + TBranch *b_nOtherPV; //! + TBranch *b_OtherPV_z; //! + TBranch *b_PV_ndof; //! + TBranch *b_PV_x; //! + TBranch *b_PV_y; //! + TBranch *b_PV_z; //! + TBranch *b_PV_chi2; //! + TBranch *b_PV_score; //! + TBranch *b_PV_npvs; //! + TBranch *b_PV_npvsGood; //! + TBranch *b_nSV; //! + TBranch *b_SV_dlen; //! + TBranch *b_SV_dlenSig; //! + TBranch *b_SV_dxy; //! + TBranch *b_SV_dxySig; //! + TBranch *b_SV_pAngle; //! + TBranch *b_SV_charge; //! + TBranch *b_Electron_cleanmask; //! + TBranch *b_Jet_cleanmask; //! + TBranch *b_Muon_cleanmask; //! + TBranch *b_Photon_cleanmask; //! + TBranch *b_Tau_cleanmask; //! + TBranch *b_SV_chi2; //! + TBranch *b_SV_eta; //! + TBranch *b_SV_mass; //! + TBranch *b_SV_ndof; //! + TBranch *b_SV_phi; //! + TBranch *b_SV_pt; //! + TBranch *b_SV_x; //! + TBranch *b_SV_y; //! + TBranch *b_SV_z; //! + TBranch *b_SV_ntracks; //! + TBranch *b_L1_AlwaysTrue; //! + TBranch *b_L1_BPTX_AND_Ref1_VME; //! + TBranch *b_L1_BPTX_AND_Ref3_VME; //! + TBranch *b_L1_BPTX_AND_Ref4_VME; //! + TBranch *b_L1_BPTX_BeamGas_B1_VME; //! + TBranch *b_L1_BPTX_BeamGas_B2_VME; //! + TBranch *b_L1_BPTX_BeamGas_Ref1_VME; //! + TBranch *b_L1_BPTX_BeamGas_Ref2_VME; //! + TBranch *b_L1_BPTX_NotOR_VME; //! + TBranch *b_L1_BPTX_OR_Ref3_VME; //! + TBranch *b_L1_BPTX_OR_Ref4_VME; //! + TBranch *b_L1_BPTX_RefAND_VME; //! + TBranch *b_L1_BptxMinus; //! + TBranch *b_L1_BptxOR; //! + TBranch *b_L1_BptxPlus; //! + TBranch *b_L1_BptxXOR; //! + TBranch *b_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; //! + TBranch *b_L1_DoubleEG6_HTT240er; //! + TBranch *b_L1_DoubleEG6_HTT250er; //! + TBranch *b_L1_DoubleEG6_HTT255er; //! + TBranch *b_L1_DoubleEG6_HTT270er; //! + TBranch *b_L1_DoubleEG6_HTT300er; //! + TBranch *b_L1_DoubleEG8er2p6_HTT255er; //! + TBranch *b_L1_DoubleEG8er2p6_HTT270er; //! + TBranch *b_L1_DoubleEG8er2p6_HTT300er; //! + TBranch *b_L1_DoubleEG_22_10; //! + TBranch *b_L1_DoubleEG_25_12; //! + TBranch *b_L1_DoubleEG_25_14; //! + TBranch *b_L1_DoubleEG_LooseIso23_10; //! + TBranch *b_L1_DoubleEG_LooseIso24_10; //! + TBranch *b_L1_DoubleIsoTau32er2p1; //! + TBranch *b_L1_DoubleIsoTau34er2p1; //! + TBranch *b_L1_DoubleIsoTau36er2p1; //! + TBranch *b_L1_DoubleJet100er2p3_dEta_Max1p6; //! + TBranch *b_L1_DoubleJet100er2p7; //! + TBranch *b_L1_DoubleJet112er2p3_dEta_Max1p6; //! + TBranch *b_L1_DoubleJet112er2p7; //! + TBranch *b_L1_DoubleJet120er2p7; //! + TBranch *b_L1_DoubleJet150er2p7; //! + TBranch *b_L1_DoubleJet30_Mass_Min300_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet30_Mass_Min320_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet30_Mass_Min340_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet30_Mass_Min360_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet30_Mass_Min380_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet30_Mass_Min400_dEta_Max1p5; //! + TBranch *b_L1_DoubleJet35_rmovlp_IsoTau45_Mass_Min450; //! + TBranch *b_L1_DoubleJet40er2p7; //! + TBranch *b_L1_DoubleJet50er2p7; //! + TBranch *b_L1_DoubleJet60er2p7; //! + TBranch *b_L1_DoubleJet60er2p7_ETM100; //! + TBranch *b_L1_DoubleJet60er2p7_ETM60; //! + TBranch *b_L1_DoubleJet60er2p7_ETM70; //! + TBranch *b_L1_DoubleJet60er2p7_ETM80; //! + TBranch *b_L1_DoubleJet60er2p7_ETM90; //! + TBranch *b_L1_DoubleJet80er2p7; //! + TBranch *b_L1_DoubleJet_100_30_DoubleJet30_Mass_Min620; //! + TBranch *b_L1_DoubleJet_100_35_DoubleJet35_Mass_Min620; //! + TBranch *b_L1_DoubleJet_110_35_DoubleJet35_Mass_Min620; //! + TBranch *b_L1_DoubleJet_110_40_DoubleJet40_Mass_Min620; //! + TBranch *b_L1_DoubleJet_115_35_DoubleJet35_Mass_Min620; //! + TBranch *b_L1_DoubleJet_115_40_DoubleJet40_Mass_Min620; //! + TBranch *b_L1_DoubleJet_90_30_DoubleJet30_Mass_Min620; //! + TBranch *b_L1_DoubleLooseIsoEG22er2p1; //! + TBranch *b_L1_DoubleLooseIsoEG24er2p1; //! + TBranch *b_L1_DoubleMu0; //! + TBranch *b_L1_DoubleMu0_SQ; //! + TBranch *b_L1_DoubleMu0_SQ_OS; //! + TBranch *b_L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4; //! + TBranch *b_L1_DoubleMu0er1p4_dEta_Max1p8_OS; //! + TBranch *b_L1_DoubleMu0er1p5_SQ_OS; //! + TBranch *b_L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4; //! + TBranch *b_L1_DoubleMu0er1p5_SQ_dR_Max1p4; //! + TBranch *b_L1_DoubleMu0er2_SQ_dR_Max1p4; //! + TBranch *b_L1_DoubleMu18er2p1; //! + TBranch *b_L1_DoubleMu22er2p1; //! + TBranch *b_L1_DoubleMu3_OS_DoubleEG7p5Upsilon; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF40_Jet60_OR_DoubleJet30; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF50_Jet60_OR_DoubleJet30; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF60_Jet60_OR_DoubleJet30; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF70_Jet60_OR_DoubleJet30; //! + TBranch *b_L1_DoubleMu3_SQ_ETMHF80_Jet60_OR_DoubleJet30; //! + TBranch *b_L1_DoubleMu3_SQ_HTT100er; //! + TBranch *b_L1_DoubleMu3_SQ_HTT200er; //! + TBranch *b_L1_DoubleMu3_SQ_HTT220er; //! + TBranch *b_L1_DoubleMu3_SQ_HTT240er; //! + TBranch *b_L1_DoubleMu4_OS_EG12; //! + TBranch *b_L1_DoubleMu4_SQ_OS; //! + TBranch *b_L1_DoubleMu4_SQ_OS_dR_Max1p2; //! + TBranch *b_L1_DoubleMu4p5_SQ; //! + TBranch *b_L1_DoubleMu4p5_SQ_OS; //! + TBranch *b_L1_DoubleMu4p5_SQ_OS_dR_Max1p2; //! + TBranch *b_L1_DoubleMu4p5er2p0_SQ_OS; //! + TBranch *b_L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18; //! + TBranch *b_L1_DoubleMu5Upsilon_OS_DoubleEG3; //! + TBranch *b_L1_DoubleMu5_OS_EG12; //! + TBranch *b_L1_DoubleMu5_SQ_OS; //! + TBranch *b_L1_DoubleMu5_SQ_OS_Mass7to18; //! + TBranch *b_L1_DoubleMu6_SQ_OS; //! + TBranch *b_L1_DoubleMu7_EG7; //! + TBranch *b_L1_DoubleMu7_SQ_EG7; //! + TBranch *b_L1_DoubleMu8_SQ; //! + TBranch *b_L1_DoubleMu_10_0_dEta_Max1p8; //! + TBranch *b_L1_DoubleMu_12_5; //! + TBranch *b_L1_DoubleMu_15_5_SQ; //! + TBranch *b_L1_DoubleMu_15_7; //! + TBranch *b_L1_DoubleMu_20_2_SQ_Mass_Max20; //! + TBranch *b_L1_DoubleTau70er2p1; //! + TBranch *b_L1_EG25er2p1_HTT125er; //! + TBranch *b_L1_EG27er2p1_HTT200er; //! + TBranch *b_L1_EG40er2p1_Tau20er2p1_dR_Min0p3; //! + TBranch *b_L1_ETM100; //! + TBranch *b_L1_ETM100_Jet60_dPhi_Min0p4; //! + TBranch *b_L1_ETM105; //! + TBranch *b_L1_ETM110; //! + TBranch *b_L1_ETM110_Jet60_dPhi_Min0p4; //! + TBranch *b_L1_ETM115; //! + TBranch *b_L1_ETM120; //! + TBranch *b_L1_ETM150; //! + TBranch *b_L1_ETM30; //! + TBranch *b_L1_ETM40; //! + TBranch *b_L1_ETM50; //! + TBranch *b_L1_ETM60; //! + TBranch *b_L1_ETM70; //! + TBranch *b_L1_ETM75; //! + TBranch *b_L1_ETM75_Jet60_dPhi_Min0p4; //! + TBranch *b_L1_ETM80; //! + TBranch *b_L1_ETM80_Jet60_dPhi_Min0p4; //! + TBranch *b_L1_ETM85; //! + TBranch *b_L1_ETM90; //! + TBranch *b_L1_ETM90_Jet60_dPhi_Min0p4; //! + TBranch *b_L1_ETM95; //! + TBranch *b_L1_ETMHF100; //! + TBranch *b_L1_ETMHF100_HTT60er; //! + TBranch *b_L1_ETMHF100_Jet60_OR_DiJet30woTT28; //! + TBranch *b_L1_ETMHF100_Jet60_OR_DoubleJet30; //! + TBranch *b_L1_ETMHF100_Jet90_OR_DoubleJet45_OR_TripleJet30; //! + TBranch *b_L1_ETMHF110; //! + TBranch *b_L1_ETMHF110_HTT60er; //! + TBranch *b_L1_ETMHF110_Jet60_OR_DiJet30woTT28; //! + TBranch *b_L1_ETMHF110_Jet90_OR_DoubleJet45_OR_TripleJet30; //! + TBranch *b_L1_ETMHF120; //! + TBranch *b_L1_ETMHF120_HTT60er; //! + TBranch *b_L1_ETMHF120_Jet60_OR_DiJet30woTT28; //! + TBranch *b_L1_ETMHF150; //! + TBranch *b_L1_ETMHF70; //! + TBranch *b_L1_ETMHF70_Jet90_OR_DoubleJet45_OR_TripleJet30; //! + TBranch *b_L1_ETMHF80; //! + TBranch *b_L1_ETMHF80_HTT60er; //! + TBranch *b_L1_ETMHF80_Jet90_OR_DoubleJet45_OR_TripleJet30; //! + TBranch *b_L1_ETMHF90; //! + TBranch *b_L1_ETMHF90_HTT60er; //! + TBranch *b_L1_ETMHF90_Jet90_OR_DoubleJet45_OR_TripleJet30; //! + TBranch *b_L1_ETT100_BptxAND; //! + TBranch *b_L1_ETT110_BptxAND; //! + TBranch *b_L1_ETT40_BptxAND; //! + TBranch *b_L1_ETT50_BptxAND; //! + TBranch *b_L1_ETT60_BptxAND; //! + TBranch *b_L1_ETT70_BptxAND; //! + TBranch *b_L1_ETT75_BptxAND; //! + TBranch *b_L1_ETT80_BptxAND; //! + TBranch *b_L1_ETT85_BptxAND; //! + TBranch *b_L1_ETT90_BptxAND; //! + TBranch *b_L1_ETT95_BptxAND; //! + TBranch *b_L1_FirstBunchAfterTrain; //! + TBranch *b_L1_FirstBunchInTrain; //! + TBranch *b_L1_FirstCollisionInOrbit; //! + TBranch *b_L1_FirstCollisionInTrain; //! + TBranch *b_L1_HCAL_LaserMon_Trig; //! + TBranch *b_L1_HCAL_LaserMon_Veto; //! + TBranch *b_L1_HTT120er; //! + TBranch *b_L1_HTT160er; //! + TBranch *b_L1_HTT200er; //! + TBranch *b_L1_HTT220er; //! + TBranch *b_L1_HTT240er; //! + TBranch *b_L1_HTT255er; //! + TBranch *b_L1_HTT270er; //! + TBranch *b_L1_HTT280er; //! + TBranch *b_L1_HTT280er_QuadJet_70_55_40_35_er2p5; //! + TBranch *b_L1_HTT300er; //! + TBranch *b_L1_HTT300er_QuadJet_70_55_40_35_er2p5; //! + TBranch *b_L1_HTT320er; //! + TBranch *b_L1_HTT320er_QuadJet_70_55_40_40_er2p4; //! + TBranch *b_L1_HTT320er_QuadJet_70_55_40_40_er2p5; //! + TBranch *b_L1_HTT320er_QuadJet_70_55_45_45_er2p5; //! + TBranch *b_L1_HTT340er; //! + TBranch *b_L1_HTT340er_QuadJet_70_55_40_40_er2p5; //! + TBranch *b_L1_HTT340er_QuadJet_70_55_45_45_er2p5; //! + TBranch *b_L1_HTT380er; //! + TBranch *b_L1_HTT400er; //! + TBranch *b_L1_HTT450er; //! + TBranch *b_L1_HTT500er; //! + TBranch *b_L1_IsoEG33_Mt40; //! + TBranch *b_L1_IsoEG33_Mt44; //! + TBranch *b_L1_IsoEG33_Mt48; //! + TBranch *b_L1_IsoTau40er_ETMHF100; //! + TBranch *b_L1_IsoTau40er_ETMHF110; //! + TBranch *b_L1_IsoTau40er_ETMHF120; //! + TBranch *b_L1_IsoTau40er_ETMHF90; //! + TBranch *b_L1_IsolatedBunch; //! + TBranch *b_L1_LastCollisionInTrain; //! + TBranch *b_L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3; //! + TBranch *b_L1_LooseIsoEG24er2p1_HTT100er; //! + TBranch *b_L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3; //! + TBranch *b_L1_LooseIsoEG24er2p1_Jet26er2p7_dR_Min0p3; //! + TBranch *b_L1_LooseIsoEG24er2p1_TripleJet_26er2p7_26_26er2p7; //! + TBranch *b_L1_LooseIsoEG26er2p1_HTT100er; //! + TBranch *b_L1_LooseIsoEG26er2p1_Jet34er2p7_dR_Min0p3; //! + TBranch *b_L1_LooseIsoEG28er2p1_HTT100er; //! + TBranch *b_L1_LooseIsoEG28er2p1_Jet34er2p7_dR_Min0p3; //! + TBranch *b_L1_LooseIsoEG30er2p1_Jet34er2p7_dR_Min0p3; //! + TBranch *b_L1_MU20_EG15; //! + TBranch *b_L1_MinimumBiasHF0_AND_BptxAND; //! + TBranch *b_L1_MinimumBiasHF0_OR_BptxAND; //! + TBranch *b_L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6; //! + TBranch *b_L1_Mu12_EG10; //! + TBranch *b_L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6; //! + TBranch *b_L1_Mu18er2p1_Tau24er2p1; //! + TBranch *b_L1_Mu20_EG10; //! + TBranch *b_L1_Mu20_EG17; //! + TBranch *b_L1_Mu20_LooseIsoEG6; //! + TBranch *b_L1_Mu22er2p1_IsoTau32er2p1; //! + TBranch *b_L1_Mu22er2p1_IsoTau34er2p1; //! + TBranch *b_L1_Mu22er2p1_IsoTau36er2p1; //! + TBranch *b_L1_Mu22er2p1_IsoTau40er2p1; //! + TBranch *b_L1_Mu22er2p1_Tau70er2p1; //! + TBranch *b_L1_Mu23_EG10; //! + TBranch *b_L1_Mu23_LooseIsoEG10; //! + TBranch *b_L1_Mu3_Jet120er2p7_dEta_Max0p4_dPhi_Max0p4; //! + TBranch *b_L1_Mu3_Jet16er2p7_dEta_Max0p4_dPhi_Max0p4; //! + TBranch *b_L1_Mu3_Jet30er2p5; //! + TBranch *b_L1_Mu3_Jet60er2p7_dEta_Max0p4_dPhi_Max0p4; //! + TBranch *b_L1_Mu5_EG15; //! + TBranch *b_L1_Mu5_EG20; //! + TBranch *b_L1_Mu5_EG23; //! + TBranch *b_L1_Mu5_LooseIsoEG18; //! + TBranch *b_L1_Mu5_LooseIsoEG20; //! + TBranch *b_L1_Mu6_DoubleEG10; //! + TBranch *b_L1_Mu6_DoubleEG17; //! + TBranch *b_L1_Mu6_HTT240er; //! + TBranch *b_L1_Mu6_HTT250er; //! + TBranch *b_L1_Mu7_EG23; //! + TBranch *b_L1_Mu7_LooseIsoEG20; //! + TBranch *b_L1_Mu7_LooseIsoEG23; //! + TBranch *b_L1_NotBptxOR; //! + TBranch *b_L1_QuadJet36er2p7_IsoTau52er2p1; //! + TBranch *b_L1_QuadJet40er2p7; //! + TBranch *b_L1_QuadJet50er2p7; //! + TBranch *b_L1_QuadJet60er2p7; //! + TBranch *b_L1_QuadMu0; //! + TBranch *b_L1_SingleEG10; //! + TBranch *b_L1_SingleEG15; //! + TBranch *b_L1_SingleEG26; //! + TBranch *b_L1_SingleEG34; //! + TBranch *b_L1_SingleEG34er2p1; //! + TBranch *b_L1_SingleEG34er2p5; //! + TBranch *b_L1_SingleEG36; //! + TBranch *b_L1_SingleEG36er2p1; //! + TBranch *b_L1_SingleEG36er2p5; //! + TBranch *b_L1_SingleEG38; //! + TBranch *b_L1_SingleEG38er2p1; //! + TBranch *b_L1_SingleEG38er2p5; //! + TBranch *b_L1_SingleEG40; //! + TBranch *b_L1_SingleEG40er2p5; //! + TBranch *b_L1_SingleEG42; //! + TBranch *b_L1_SingleEG42er2p5; //! + TBranch *b_L1_SingleEG45; //! + TBranch *b_L1_SingleEG5; //! + TBranch *b_L1_SingleEG50; //! + TBranch *b_L1_SingleIsoEG24er2p1; //! + TBranch *b_L1_SingleIsoEG26; //! + TBranch *b_L1_SingleIsoEG26er2p1; //! + TBranch *b_L1_SingleIsoEG26er2p5; //! + TBranch *b_L1_SingleIsoEG28; //! + TBranch *b_L1_SingleIsoEG28er2p1; //! + TBranch *b_L1_SingleIsoEG28er2p5; //! + TBranch *b_L1_SingleIsoEG30; //! + TBranch *b_L1_SingleIsoEG30er2p1; //! + TBranch *b_L1_SingleIsoEG30er2p5; //! + TBranch *b_L1_SingleIsoEG32; //! + TBranch *b_L1_SingleIsoEG32er2p1; //! + TBranch *b_L1_SingleIsoEG32er2p5; //! + TBranch *b_L1_SingleIsoEG34; //! + TBranch *b_L1_SingleIsoEG34er2p5; //! + TBranch *b_L1_SingleJet10erHE; //! + TBranch *b_L1_SingleJet120; //! + TBranch *b_L1_SingleJet120_FWD; //! + TBranch *b_L1_SingleJet12_BptxAND; //! + TBranch *b_L1_SingleJet12erHE; //! + TBranch *b_L1_SingleJet140; //! + TBranch *b_L1_SingleJet150; //! + TBranch *b_L1_SingleJet16; //! + TBranch *b_L1_SingleJet160; //! + TBranch *b_L1_SingleJet170; //! + TBranch *b_L1_SingleJet180; //! + TBranch *b_L1_SingleJet20; //! + TBranch *b_L1_SingleJet200; //! + TBranch *b_L1_SingleJet20er2p7_NotBptxOR; //! + TBranch *b_L1_SingleJet20er2p7_NotBptxOR_3BX; //! + TBranch *b_L1_SingleJet35; //! + TBranch *b_L1_SingleJet35_FWD; //! + TBranch *b_L1_SingleJet35_HFm; //! + TBranch *b_L1_SingleJet35_HFp; //! + TBranch *b_L1_SingleJet43er2p7_NotBptxOR_3BX; //! + TBranch *b_L1_SingleJet46er2p7_NotBptxOR_3BX; //! + TBranch *b_L1_SingleJet60; //! + TBranch *b_L1_SingleJet60_FWD; //! + TBranch *b_L1_SingleJet60_HFm; //! + TBranch *b_L1_SingleJet60_HFp; //! + TBranch *b_L1_SingleJet8erHE; //! + TBranch *b_L1_SingleJet90; //! + TBranch *b_L1_SingleJet90_FWD; //! + TBranch *b_L1_SingleMu0_BMTF; //! + TBranch *b_L1_SingleMu0_EMTF; //! + TBranch *b_L1_SingleMu0_OMTF; //! + TBranch *b_L1_SingleMu10_LowQ; //! + TBranch *b_L1_SingleMu12_LowQ_BMTF; //! + TBranch *b_L1_SingleMu12_LowQ_EMTF; //! + TBranch *b_L1_SingleMu12_LowQ_OMTF; //! + TBranch *b_L1_SingleMu18; //! + TBranch *b_L1_SingleMu20; //! + TBranch *b_L1_SingleMu22; //! + TBranch *b_L1_SingleMu22_BMTF; //! + TBranch *b_L1_SingleMu22_EMTF; //! + TBranch *b_L1_SingleMu22_OMTF; //! + TBranch *b_L1_SingleMu25; //! + TBranch *b_L1_SingleMu3; //! + TBranch *b_L1_SingleMu5; //! + TBranch *b_L1_SingleMu7; //! + TBranch *b_L1_SingleMuCosmics; //! + TBranch *b_L1_SingleMuCosmics_BMTF; //! + TBranch *b_L1_SingleMuCosmics_EMTF; //! + TBranch *b_L1_SingleMuCosmics_OMTF; //! + TBranch *b_L1_SingleMuOpen; //! + TBranch *b_L1_SingleMuOpen_NotBptxOR; //! + TBranch *b_L1_SingleMuOpen_er1p1_NotBptxOR_3BX; //! + TBranch *b_L1_SingleMuOpen_er1p4_NotBptxOR_3BX; //! + TBranch *b_L1_SingleTau120er2p1; //! + TBranch *b_L1_SingleTau130er2p1; //! + TBranch *b_L1_TOTEM_1; //! + TBranch *b_L1_TOTEM_2; //! + TBranch *b_L1_TOTEM_3; //! + TBranch *b_L1_TOTEM_4; //! + TBranch *b_L1_TripleEG_18_17_8; //! + TBranch *b_L1_TripleEG_LooseIso20_10_5; //! + TBranch *b_L1_TripleJet_100_85_72_VBF; //! + TBranch *b_L1_TripleJet_105_85_76_VBF; //! + TBranch *b_L1_TripleJet_98_83_71_VBF; //! + TBranch *b_L1_TripleMu0; //! + TBranch *b_L1_TripleMu0_OQ; //! + TBranch *b_L1_TripleMu3; //! + TBranch *b_L1_TripleMu3_SQ; //! + TBranch *b_L1_TripleMu_4_4_4; //! + TBranch *b_L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17; //! + TBranch *b_L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_8to14; //! + TBranch *b_L1_TripleMu_5SQ_3SQ_0OQ; //! + TBranch *b_L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9; //! + TBranch *b_L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9; //! + TBranch *b_L1_TripleMu_5_0_0; //! + TBranch *b_L1_TripleMu_5_3_3; //! + TBranch *b_L1_TripleMu_5_3p5_2p5; //! + TBranch *b_L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17; //! + TBranch *b_L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17; //! + TBranch *b_L1_TripleMu_5_5_3; //! + TBranch *b_L1_UnpairedBunchBptxMinus; //! + TBranch *b_L1_UnpairedBunchBptxPlus; //! + TBranch *b_L1_ZeroBias; //! + TBranch *b_L1_ZeroBias_copy; //! + TBranch *b_L1_UnprefireableEvent; //! + TBranch *b_Flag_HBHENoiseFilter; //! + TBranch *b_Flag_HBHENoiseIsoFilter; //! + TBranch *b_Flag_CSCTightHaloFilter; //! + TBranch *b_Flag_CSCTightHaloTrkMuUnvetoFilter; //! + TBranch *b_Flag_CSCTightHalo2015Filter; //! + TBranch *b_Flag_globalTightHalo2016Filter; //! + TBranch *b_Flag_globalSuperTightHalo2016Filter; //! + TBranch *b_Flag_HcalStripHaloFilter; //! + TBranch *b_Flag_hcalLaserEventFilter; //! + TBranch *b_Flag_EcalDeadCellTriggerPrimitiveFilter; //! + TBranch *b_Flag_EcalDeadCellBoundaryEnergyFilter; //! + TBranch *b_Flag_ecalBadCalibFilter; //! + TBranch *b_Flag_goodVertices; //! + TBranch *b_Flag_eeBadScFilter; //! + TBranch *b_Flag_ecalLaserCorrFilter; //! + TBranch *b_Flag_trkPOGFilters; //! + TBranch *b_Flag_chargedHadronTrackResolutionFilter; //! + TBranch *b_Flag_muonBadTrackFilter; //! + TBranch *b_Flag_BadChargedCandidateFilter; //! + TBranch *b_Flag_BadPFMuonFilter; //! + TBranch *b_Flag_BadPFMuonDzFilter; //! + TBranch *b_Flag_hfNoisyHitsFilter; //! + TBranch *b_Flag_BadChargedCandidateSummer16Filter; //! + TBranch *b_Flag_BadPFMuonSummer16Filter; //! + TBranch *b_Flag_trkPOG_manystripclus53X; //! + TBranch *b_Flag_trkPOG_toomanystripclus53X; //! + TBranch *b_Flag_trkPOG_logErrorTooManyClusters; //! + TBranch *b_Flag_METFilters; //! + TBranch *b_L1Reco_step; //! + TBranch *b_Flag_HBHENoiseFilter_pRECO; //! + TBranch *b_Flag_HBHENoiseIsoFilter_pRECO; //! + TBranch *b_Flag_CSCTightHaloFilter_pRECO; //! + TBranch *b_Flag_CSCTightHaloTrkMuUnvetoFilter_pRECO; //! + TBranch *b_Flag_CSCTightHalo2015Filter_pRECO; //! + TBranch *b_Flag_globalTightHalo2016Filter_pRECO; //! + TBranch *b_Flag_globalSuperTightHalo2016Filter_pRECO; //! + TBranch *b_Flag_HcalStripHaloFilter_pRECO; //! + TBranch *b_Flag_hcalLaserEventFilter_pRECO; //! + TBranch *b_Flag_EcalDeadCellTriggerPrimitiveFilter_pRECO; //! + TBranch *b_Flag_EcalDeadCellBoundaryEnergyFilter_pRECO; //! + TBranch *b_Flag_ecalBadCalibFilter_pRECO; //! + TBranch *b_Flag_goodVertices_pRECO; //! + TBranch *b_Flag_eeBadScFilter_pRECO; //! + TBranch *b_Flag_ecalLaserCorrFilter_pRECO; //! + TBranch *b_Flag_trkPOGFilters_pRECO; //! + TBranch *b_Flag_chargedHadronTrackResolutionFilter_pRECO; //! + TBranch *b_Flag_muonBadTrackFilter_pRECO; //! + TBranch *b_Flag_BadChargedCandidateFilter_pRECO; //! + TBranch *b_Flag_BadPFMuonFilter_pRECO; //! + TBranch *b_Flag_BadChargedCandidateSummer16Filter_pRECO; //! + TBranch *b_Flag_BadPFMuonSummer16Filter_pRECO; //! + TBranch *b_Flag_trkPOG_manystripclus53X_pRECO; //! + TBranch *b_Flag_trkPOG_toomanystripclus53X_pRECO; //! + TBranch *b_Flag_trkPOG_logErrorTooManyClusters_pRECO; //! + TBranch *b_Flag_METFilters_pRECO; //! + TBranch *b_HLTriggerFirstPath; //! + TBranch *b_HLT_AK8PFJet360_TrimMass30; //! + TBranch *b_HLT_AK8PFJet380_TrimMass30; //! + TBranch *b_HLT_AK8PFJet400_TrimMass30; //! + TBranch *b_HLT_AK8PFJet420_TrimMass30; //! + TBranch *b_HLT_AK8PFHT750_TrimMass50; //! + TBranch *b_HLT_AK8PFHT800_TrimMass50; //! + TBranch *b_HLT_AK8PFHT850_TrimMass50; //! + TBranch *b_HLT_AK8PFHT900_TrimMass50; //! + TBranch *b_HLT_CaloJet500_NoJetID; //! + TBranch *b_HLT_CaloJet550_NoJetID; //! + TBranch *b_HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL; //! + TBranch *b_HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon; //! + TBranch *b_HLT_Trimuon5_3p5_2_Upsilon_Muon; //! + TBranch *b_HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon; //! + TBranch *b_HLT_DoubleEle25_CaloIdL_MW; //! + TBranch *b_HLT_DoubleEle27_CaloIdL_MW; //! + TBranch *b_HLT_DoubleEle33_CaloIdL_MW; //! + TBranch *b_HLT_DoubleEle24_eta2p1_WPTight_Gsf; //! + TBranch *b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350; //! + TBranch *b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350; //! + TBranch *b_HLT_Ele27_Ele37_CaloIdL_MW; //! + TBranch *b_HLT_Mu27_Ele37_CaloIdL_MW; //! + TBranch *b_HLT_Mu37_Ele27_CaloIdL_MW; //! + TBranch *b_HLT_Mu37_TkMu27; //! + TBranch *b_HLT_DoubleMu4_3_Bs; //! + TBranch *b_HLT_DoubleMu4_3_Jpsi; //! + TBranch *b_HLT_DoubleMu4_JpsiTrk_Displaced; //! + TBranch *b_HLT_DoubleMu4_LowMassNonResonantTrk_Displaced; //! + TBranch *b_HLT_DoubleMu3_Trk_Tau3mu; //! + TBranch *b_HLT_DoubleMu3_TkMu_DsTau3Mu; //! + TBranch *b_HLT_DoubleMu4_PsiPrimeTrk_Displaced; //! + TBranch *b_HLT_DoubleMu4_Mass8_DZ_PFHT350; //! + TBranch *b_HLT_DoubleMu8_Mass8_PFHT350; //! + TBranch *b_HLT_Mu3_PFJet40; //! + TBranch *b_HLT_Mu7p5_L2Mu2_Jpsi; //! + TBranch *b_HLT_Mu7p5_L2Mu2_Upsilon; //! + TBranch *b_HLT_Mu7p5_Track2_Jpsi; //! + TBranch *b_HLT_Mu7p5_Track3p5_Jpsi; //! + TBranch *b_HLT_Mu7p5_Track7_Jpsi; //! + TBranch *b_HLT_Mu7p5_Track2_Upsilon; //! + TBranch *b_HLT_Mu7p5_Track3p5_Upsilon; //! + TBranch *b_HLT_Mu7p5_Track7_Upsilon; //! + TBranch *b_HLT_DoublePhoton33_CaloIdL; //! + TBranch *b_HLT_DoublePhoton70; //! + TBranch *b_HLT_DoublePhoton85; //! + TBranch *b_HLT_Ele20_WPTight_Gsf; //! + TBranch *b_HLT_Ele15_WPLoose_Gsf; //! + TBranch *b_HLT_Ele17_WPLoose_Gsf; //! + TBranch *b_HLT_Ele20_WPLoose_Gsf; //! + TBranch *b_HLT_Ele20_eta2p1_WPLoose_Gsf; //! + TBranch *b_HLT_DiEle27_WPTightCaloOnly_L1DoubleEG; //! + TBranch *b_HLT_Ele27_WPTight_Gsf; //! + TBranch *b_HLT_Ele32_WPTight_Gsf; //! + TBranch *b_HLT_Ele35_WPTight_Gsf; //! + TBranch *b_HLT_Ele35_WPTight_Gsf_L1EGMT; //! + TBranch *b_HLT_Ele38_WPTight_Gsf; //! + TBranch *b_HLT_Ele40_WPTight_Gsf; //! + TBranch *b_HLT_Ele32_WPTight_Gsf_L1DoubleEG; //! + TBranch *b_HLT_HT450_Beamspot; //! + TBranch *b_HLT_HT300_Beamspot; //! + TBranch *b_HLT_ZeroBias_Beamspot; //! + TBranch *b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1; //! + TBranch *b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1; //! + TBranch *b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1; //! + TBranch *b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_IsoMu20; //! + TBranch *b_HLT_IsoMu24; //! + TBranch *b_HLT_IsoMu24_eta2p1; //! + TBranch *b_HLT_IsoMu27; //! + TBranch *b_HLT_IsoMu30; //! + TBranch *b_HLT_UncorrectedJetE30_NoBPTX; //! + TBranch *b_HLT_UncorrectedJetE30_NoBPTX3BX; //! + TBranch *b_HLT_UncorrectedJetE60_NoBPTX3BX; //! + TBranch *b_HLT_UncorrectedJetE70_NoBPTX3BX; //! + TBranch *b_HLT_L1SingleMu18; //! + TBranch *b_HLT_L1SingleMu25; //! + TBranch *b_HLT_L2Mu10; //! + TBranch *b_HLT_L2Mu10_NoVertex_NoBPTX3BX; //! + TBranch *b_HLT_L2Mu10_NoVertex_NoBPTX; //! + TBranch *b_HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX; //! + TBranch *b_HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX; //! + TBranch *b_HLT_L2Mu50; //! + TBranch *b_HLT_L2Mu23NoVtx_2Cha; //! + TBranch *b_HLT_L2Mu23NoVtx_2Cha_CosmicSeed; //! + TBranch *b_HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4; //! + TBranch *b_HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4; //! + TBranch *b_HLT_DoubleL2Mu50; //! + TBranch *b_HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4; //! + TBranch *b_HLT_DoubleL2Mu23NoVtx_2Cha; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha; //! + TBranch *b_HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8; //! + TBranch *b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8; //! + TBranch *b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8; //! + TBranch *b_HLT_Mu25_TkMu0_Onia; //! + TBranch *b_HLT_Mu30_TkMu0_Onia; //! + TBranch *b_HLT_Mu20_TkMu0_Phi; //! + TBranch *b_HLT_Mu25_TkMu0_Phi; //! + TBranch *b_HLT_Mu12; //! + TBranch *b_HLT_Mu15; //! + TBranch *b_HLT_Mu20; //! + TBranch *b_HLT_Mu27; //! + TBranch *b_HLT_Mu50; //! + TBranch *b_HLT_Mu55; //! + TBranch *b_HLT_OldMu100; //! + TBranch *b_HLT_TkMu100; //! + TBranch *b_HLT_DiPFJet15_NoCaloMatched; //! + TBranch *b_HLT_DiPFJet25_NoCaloMatched; //! + TBranch *b_HLT_DiPFJet15_FBEta3_NoCaloMatched; //! + TBranch *b_HLT_DiPFJet25_FBEta3_NoCaloMatched; //! + TBranch *b_HLT_DiPFJetAve40; //! + TBranch *b_HLT_DiPFJetAve60; //! + TBranch *b_HLT_DiPFJetAve80; //! + TBranch *b_HLT_DiPFJetAve140; //! + TBranch *b_HLT_DiPFJetAve200; //! + TBranch *b_HLT_DiPFJetAve260; //! + TBranch *b_HLT_DiPFJetAve320; //! + TBranch *b_HLT_DiPFJetAve400; //! + TBranch *b_HLT_DiPFJetAve500; //! + TBranch *b_HLT_DiPFJetAve15_HFJEC; //! + TBranch *b_HLT_DiPFJetAve25_HFJEC; //! + TBranch *b_HLT_DiPFJetAve35_HFJEC; //! + TBranch *b_HLT_DiPFJetAve60_HFJEC; //! + TBranch *b_HLT_DiPFJetAve80_HFJEC; //! + TBranch *b_HLT_DiPFJetAve100_HFJEC; //! + TBranch *b_HLT_DiPFJetAve160_HFJEC; //! + TBranch *b_HLT_DiPFJetAve220_HFJEC; //! + TBranch *b_HLT_DiPFJetAve300_HFJEC; //! + TBranch *b_HLT_AK8PFJet15; //! + TBranch *b_HLT_AK8PFJet25; //! + TBranch *b_HLT_AK8PFJet40; //! + TBranch *b_HLT_AK8PFJet60; //! + TBranch *b_HLT_AK8PFJet80; //! + TBranch *b_HLT_AK8PFJet140; //! + TBranch *b_HLT_AK8PFJet200; //! + TBranch *b_HLT_AK8PFJet260; //! + TBranch *b_HLT_AK8PFJet320; //! + TBranch *b_HLT_AK8PFJet400; //! + TBranch *b_HLT_AK8PFJet450; //! + TBranch *b_HLT_AK8PFJet500; //! + TBranch *b_HLT_AK8PFJet550; //! + TBranch *b_HLT_PFJet15; //! + TBranch *b_HLT_PFJet25; //! + TBranch *b_HLT_PFJet40; //! + TBranch *b_HLT_PFJet60; //! + TBranch *b_HLT_PFJet80; //! + TBranch *b_HLT_PFJet140; //! + TBranch *b_HLT_PFJet200; //! + TBranch *b_HLT_PFJet260; //! + TBranch *b_HLT_PFJet320; //! + TBranch *b_HLT_PFJet400; //! + TBranch *b_HLT_PFJet450; //! + TBranch *b_HLT_PFJet500; //! + TBranch *b_HLT_PFJet550; //! + TBranch *b_HLT_PFJetFwd15; //! + TBranch *b_HLT_PFJetFwd25; //! + TBranch *b_HLT_PFJetFwd40; //! + TBranch *b_HLT_PFJetFwd60; //! + TBranch *b_HLT_PFJetFwd80; //! + TBranch *b_HLT_PFJetFwd140; //! + TBranch *b_HLT_PFJetFwd200; //! + TBranch *b_HLT_PFJetFwd260; //! + TBranch *b_HLT_PFJetFwd320; //! + TBranch *b_HLT_PFJetFwd400; //! + TBranch *b_HLT_PFJetFwd450; //! + TBranch *b_HLT_PFJetFwd500; //! + TBranch *b_HLT_AK8PFJetFwd15; //! + TBranch *b_HLT_AK8PFJetFwd25; //! + TBranch *b_HLT_AK8PFJetFwd40; //! + TBranch *b_HLT_AK8PFJetFwd60; //! + TBranch *b_HLT_AK8PFJetFwd80; //! + TBranch *b_HLT_AK8PFJetFwd140; //! + TBranch *b_HLT_AK8PFJetFwd200; //! + TBranch *b_HLT_AK8PFJetFwd260; //! + TBranch *b_HLT_AK8PFJetFwd320; //! + TBranch *b_HLT_AK8PFJetFwd400; //! + TBranch *b_HLT_AK8PFJetFwd450; //! + TBranch *b_HLT_AK8PFJetFwd500; //! + TBranch *b_HLT_PFHT180; //! + TBranch *b_HLT_PFHT250; //! + TBranch *b_HLT_PFHT370; //! + TBranch *b_HLT_PFHT430; //! + TBranch *b_HLT_PFHT510; //! + TBranch *b_HLT_PFHT590; //! + TBranch *b_HLT_PFHT680; //! + TBranch *b_HLT_PFHT780; //! + TBranch *b_HLT_PFHT890; //! + TBranch *b_HLT_PFHT1050; //! + TBranch *b_HLT_PFHT500_PFMET100_PFMHT100_IDTight; //! + TBranch *b_HLT_PFHT500_PFMET110_PFMHT110_IDTight; //! + TBranch *b_HLT_PFHT700_PFMET85_PFMHT85_IDTight; //! + TBranch *b_HLT_PFHT700_PFMET95_PFMHT95_IDTight; //! + TBranch *b_HLT_PFHT800_PFMET75_PFMHT75_IDTight; //! + TBranch *b_HLT_PFHT800_PFMET85_PFMHT85_IDTight; //! + TBranch *b_HLT_PFMET110_PFMHT110_IDTight; //! + TBranch *b_HLT_PFMET120_PFMHT120_IDTight; //! + TBranch *b_HLT_PFMET130_PFMHT130_IDTight; //! + TBranch *b_HLT_PFMET140_PFMHT140_IDTight; //! + TBranch *b_HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1; //! + TBranch *b_HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1; //! + TBranch *b_HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1; //! + TBranch *b_HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1; //! + TBranch *b_HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1; //! + TBranch *b_HLT_PFMET120_PFMHT120_IDTight_PFHT60; //! + TBranch *b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60; //! + TBranch *b_HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60; //! + TBranch *b_HLT_PFMETTypeOne110_PFMHT110_IDTight; //! + TBranch *b_HLT_PFMETTypeOne120_PFMHT120_IDTight; //! + TBranch *b_HLT_PFMETTypeOne130_PFMHT130_IDTight; //! + TBranch *b_HLT_PFMETTypeOne140_PFMHT140_IDTight; //! + TBranch *b_HLT_PFMETNoMu110_PFMHTNoMu110_IDTight; //! + TBranch *b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight; //! + TBranch *b_HLT_PFMETNoMu130_PFMHTNoMu130_IDTight; //! + TBranch *b_HLT_PFMETNoMu140_PFMHTNoMu140_IDTight; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight; //! + TBranch *b_HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight; //! + TBranch *b_HLT_L1ETMHadSeeds; //! + TBranch *b_HLT_CaloMHT90; //! + TBranch *b_HLT_CaloMET80_NotCleaned; //! + TBranch *b_HLT_CaloMET90_NotCleaned; //! + TBranch *b_HLT_CaloMET100_NotCleaned; //! + TBranch *b_HLT_CaloMET110_NotCleaned; //! + TBranch *b_HLT_CaloMET250_NotCleaned; //! + TBranch *b_HLT_CaloMET70_HBHECleaned; //! + TBranch *b_HLT_CaloMET80_HBHECleaned; //! + TBranch *b_HLT_CaloMET90_HBHECleaned; //! + TBranch *b_HLT_CaloMET100_HBHECleaned; //! + TBranch *b_HLT_CaloMET250_HBHECleaned; //! + TBranch *b_HLT_CaloMET300_HBHECleaned; //! + TBranch *b_HLT_CaloMET350_HBHECleaned; //! + TBranch *b_HLT_PFMET200_NotCleaned; //! + TBranch *b_HLT_PFMET200_HBHECleaned; //! + TBranch *b_HLT_PFMET250_HBHECleaned; //! + TBranch *b_HLT_PFMET300_HBHECleaned; //! + TBranch *b_HLT_PFMET200_HBHE_BeamHaloCleaned; //! + TBranch *b_HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned; //! + TBranch *b_HLT_MET105_IsoTrk50; //! + TBranch *b_HLT_MET120_IsoTrk50; //! + TBranch *b_HLT_SingleJet30_Mu12_SinglePFJet40; //! + TBranch *b_HLT_Mu12_DoublePFJets40_CaloBTagCSV_p79; //! + TBranch *b_HLT_Mu12_DoublePFJets100_CaloBTagCSV_p79; //! + TBranch *b_HLT_Mu12_DoublePFJets200_CaloBTagCSV_p79; //! + TBranch *b_HLT_Mu12_DoublePFJets350_CaloBTagCSV_p79; //! + TBranch *b_HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p79; //! + TBranch *b_HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p79; //! + TBranch *b_HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p79; //! + TBranch *b_HLT_DoublePFJets40_CaloBTagCSV_p79; //! + TBranch *b_HLT_DoublePFJets100_CaloBTagCSV_p79; //! + TBranch *b_HLT_DoublePFJets200_CaloBTagCSV_p79; //! + TBranch *b_HLT_DoublePFJets350_CaloBTagCSV_p79; //! + TBranch *b_HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p79; //! + TBranch *b_HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p79; //! + TBranch *b_HLT_Photon300_NoHE; //! + TBranch *b_HLT_Mu8_TrkIsoVVL; //! + TBranch *b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ; //! + TBranch *b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL; //! + TBranch *b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ; //! + TBranch *b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu17_TrkIsoVVL; //! + TBranch *b_HLT_Mu19_TrkIsoVVL; //! + TBranch *b_HLT_BTagMu_AK4DiJet20_Mu5; //! + TBranch *b_HLT_BTagMu_AK4DiJet40_Mu5; //! + TBranch *b_HLT_BTagMu_AK4DiJet70_Mu5; //! + TBranch *b_HLT_BTagMu_AK4DiJet110_Mu5; //! + TBranch *b_HLT_BTagMu_AK4DiJet170_Mu5; //! + TBranch *b_HLT_BTagMu_AK4Jet300_Mu5; //! + TBranch *b_HLT_BTagMu_AK8DiJet170_Mu5; //! + TBranch *b_HLT_BTagMu_AK8Jet300_Mu5; //! + TBranch *b_HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL; //! + TBranch *b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ; //! + TBranch *b_HLT_Mu12_DoublePhoton20; //! + TBranch *b_HLT_TriplePhoton_20_20_20_CaloIdLV2; //! + TBranch *b_HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL; //! + TBranch *b_HLT_TriplePhoton_30_30_10_CaloIdLV2; //! + TBranch *b_HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL; //! + TBranch *b_HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL; //! + TBranch *b_HLT_Photon20; //! + TBranch *b_HLT_Photon33; //! + TBranch *b_HLT_Photon50; //! + TBranch *b_HLT_Photon75; //! + TBranch *b_HLT_Photon90; //! + TBranch *b_HLT_Photon120; //! + TBranch *b_HLT_Photon150; //! + TBranch *b_HLT_Photon175; //! + TBranch *b_HLT_Photon200; //! + TBranch *b_HLT_Photon50_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3; //! + TBranch *b_HLT_Photon90_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_Photon120_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_Photon165_R9Id90_HE10_IsoM; //! + TBranch *b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90; //! + TBranch *b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95; //! + TBranch *b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; //! + TBranch *b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; //! + TBranch *b_HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; //! + TBranch *b_HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; //! + TBranch *b_HLT_Dimuon0_Jpsi_L1_NoOS; //! + TBranch *b_HLT_Dimuon0_Jpsi_NoVertexing_NoOS; //! + TBranch *b_HLT_Dimuon0_Jpsi; //! + TBranch *b_HLT_Dimuon0_Jpsi_NoVertexing; //! + TBranch *b_HLT_Dimuon0_Jpsi_L1_4R_0er1p5R; //! + TBranch *b_HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R; //! + TBranch *b_HLT_Dimuon0_Jpsi3p5_Muon2; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_5; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5NoOS; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5er2p0; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_4p5er2p0M; //! + TBranch *b_HLT_Dimuon0_Upsilon_NoVertexing; //! + TBranch *b_HLT_Dimuon0_Upsilon_L1_5M; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_0er1p5R; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_0er1p5; //! + TBranch *b_HLT_Dimuon0_LowMass; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_4; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_4R; //! + TBranch *b_HLT_Dimuon0_LowMass_L1_TM530; //! + TBranch *b_HLT_Dimuon0_Upsilon_Muon_L1_TM0; //! + TBranch *b_HLT_Dimuon0_Upsilon_Muon_NoL1Mass; //! + TBranch *b_HLT_TripleMu_5_3_3_Mass3p8to60_DZ; //! + TBranch *b_HLT_TripleMu_10_5_5_DZ; //! + TBranch *b_HLT_TripleMu_12_10_5; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15; //! + TBranch *b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1; //! + TBranch *b_HLT_DoubleMu3_DZ_PFMET50_PFMHT60; //! + TBranch *b_HLT_DoubleMu3_DZ_PFMET70_PFMHT70; //! + TBranch *b_HLT_DoubleMu3_DZ_PFMET90_PFMHT90; //! + TBranch *b_HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass; //! + TBranch *b_HLT_DoubleMu4_Jpsi_Displaced; //! + TBranch *b_HLT_DoubleMu4_Jpsi_NoVertexing; //! + TBranch *b_HLT_DoubleMu4_JpsiTrkTrk_Displaced; //! + TBranch *b_HLT_DoubleMu43NoFiltersNoVtx; //! + TBranch *b_HLT_DoubleMu48NoFiltersNoVtx; //! + TBranch *b_HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL; //! + TBranch *b_HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL; //! + TBranch *b_HLT_DoubleMu20_7_Mass0to30_L1_DM4; //! + TBranch *b_HLT_DoubleMu20_7_Mass0to30_L1_DM4EG; //! + TBranch *b_HLT_HT425; //! + TBranch *b_HLT_HT430_DisplacedDijet40_DisplacedTrack; //! + TBranch *b_HLT_HT500_DisplacedDijet40_DisplacedTrack; //! + TBranch *b_HLT_HT430_DisplacedDijet60_DisplacedTrack; //! + TBranch *b_HLT_HT400_DisplacedDijet40_DisplacedTrack; //! + TBranch *b_HLT_HT650_DisplacedDijet60_Inclusive; //! + TBranch *b_HLT_HT550_DisplacedDijet60_Inclusive; //! + TBranch *b_HLT_DiJet110_35_Mjj650_PFMET110; //! + TBranch *b_HLT_DiJet110_35_Mjj650_PFMET120; //! + TBranch *b_HLT_DiJet110_35_Mjj650_PFMET130; //! + TBranch *b_HLT_TripleJet110_35_35_Mjj650_PFMET110; //! + TBranch *b_HLT_TripleJet110_35_35_Mjj650_PFMET120; //! + TBranch *b_HLT_TripleJet110_35_35_Mjj650_PFMET130; //! + TBranch *b_HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1; //! + TBranch *b_HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1; //! + TBranch *b_HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1; //! + TBranch *b_HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned; //! + TBranch *b_HLT_Ele28_eta2p1_WPTight_Gsf_HT150; //! + TBranch *b_HLT_Ele28_HighEta_SC20_Mass55; //! + TBranch *b_HLT_DoubleMu20_7_Mass0to30_Photon23; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT450_PFMET50; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT450; //! + TBranch *b_HLT_Ele50_IsoVVVL_PFHT450; //! + TBranch *b_HLT_Ele15_IsoVVVL_PFHT600; //! + TBranch *b_HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60; //! + TBranch *b_HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT450_PFMET50; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT450; //! + TBranch *b_HLT_Mu50_IsoVVVL_PFHT450; //! + TBranch *b_HLT_Mu15_IsoVVVL_PFHT600; //! + TBranch *b_HLT_Dimuon10_PsiPrime_Barrel_Seagulls; //! + TBranch *b_HLT_Dimuon20_Jpsi_Barrel_Seagulls; //! + TBranch *b_HLT_Dimuon10_Upsilon_Barrel_Seagulls; //! + TBranch *b_HLT_Dimuon12_Upsilon_eta1p5; //! + TBranch *b_HLT_Dimuon14_Phi_Barrel_Seagulls; //! + TBranch *b_HLT_Dimuon18_PsiPrime; //! + TBranch *b_HLT_Dimuon25_Jpsi; //! + TBranch *b_HLT_Dimuon18_PsiPrime_noCorrL1; //! + TBranch *b_HLT_Dimuon24_Upsilon_noCorrL1; //! + TBranch *b_HLT_Dimuon24_Phi_noCorrL1; //! + TBranch *b_HLT_Dimuon25_Jpsi_noCorrL1; //! + TBranch *b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ; //! + TBranch *b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL; //! + TBranch *b_HLT_DoubleIsoMu20_eta2p1; //! + TBranch *b_HLT_DoubleIsoMu24_eta2p1; //! + TBranch *b_HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx; //! + TBranch *b_HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx; //! + TBranch *b_HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx; //! + TBranch *b_HLT_Mu8; //! + TBranch *b_HLT_Mu17; //! + TBranch *b_HLT_Mu19; //! + TBranch *b_HLT_Mu17_Photon30_IsoCaloId; //! + TBranch *b_HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30; //! + TBranch *b_HLT_Ele8_CaloIdM_TrackIdM_PFJet30; //! + TBranch *b_HLT_Ele17_CaloIdM_TrackIdM_PFJet30; //! + TBranch *b_HLT_Ele23_CaloIdM_TrackIdM_PFJet30; //! + TBranch *b_HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165; //! + TBranch *b_HLT_Ele115_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Ele135_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Ele145_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Ele200_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Ele250_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_Ele300_CaloIdVT_GsfTrkIdT; //! + TBranch *b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5; //! + TBranch *b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40; //! + TBranch *b_HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2; //! + TBranch *b_HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2; //! + TBranch *b_HLT_PFHT380_SixPFJet32; //! + TBranch *b_HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5; //! + TBranch *b_HLT_PFHT430_SixPFJet40; //! + TBranch *b_HLT_PFHT350; //! + TBranch *b_HLT_PFHT350MinPFJet15; //! + TBranch *b_HLT_Photon60_R9Id90_CaloIdL_IsoL; //! + TBranch *b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL; //! + TBranch *b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15; //! + TBranch *b_HLT_FullTrack_Multiplicity85; //! + TBranch *b_HLT_FullTrack_Multiplicity100; //! + TBranch *b_HLT_FullTrack_Multiplicity130; //! + TBranch *b_HLT_FullTrack_Multiplicity155; //! + TBranch *b_HLT_ECALHT800; //! + TBranch *b_HLT_DiSC30_18_EIso_AND_HE_Mass70; //! + TBranch *b_HLT_Physics; //! + TBranch *b_HLT_Physics_part0; //! + TBranch *b_HLT_Physics_part1; //! + TBranch *b_HLT_Physics_part2; //! + TBranch *b_HLT_Physics_part3; //! + TBranch *b_HLT_Physics_part4; //! + TBranch *b_HLT_Physics_part5; //! + TBranch *b_HLT_Physics_part6; //! + TBranch *b_HLT_Physics_part7; //! + TBranch *b_HLT_Random; //! + TBranch *b_HLT_ZeroBias; //! + TBranch *b_HLT_ZeroBias_part0; //! + TBranch *b_HLT_ZeroBias_part1; //! + TBranch *b_HLT_ZeroBias_part2; //! + TBranch *b_HLT_ZeroBias_part3; //! + TBranch *b_HLT_ZeroBias_part4; //! + TBranch *b_HLT_ZeroBias_part5; //! + TBranch *b_HLT_ZeroBias_part6; //! + TBranch *b_HLT_ZeroBias_part7; //! + TBranch *b_HLT_AK4CaloJet30; //! + TBranch *b_HLT_AK4CaloJet40; //! + TBranch *b_HLT_AK4CaloJet50; //! + TBranch *b_HLT_AK4CaloJet80; //! + TBranch *b_HLT_AK4CaloJet100; //! + TBranch *b_HLT_AK4CaloJet120; //! + TBranch *b_HLT_AK4PFJet30; //! + TBranch *b_HLT_AK4PFJet50; //! + TBranch *b_HLT_AK4PFJet80; //! + TBranch *b_HLT_AK4PFJet100; //! + TBranch *b_HLT_AK4PFJet120; //! + TBranch *b_HLT_SinglePhoton10_Eta3p1ForPPRef; //! + TBranch *b_HLT_SinglePhoton20_Eta3p1ForPPRef; //! + TBranch *b_HLT_SinglePhoton30_Eta3p1ForPPRef; //! + TBranch *b_HLT_Photon20_HoverELoose; //! + TBranch *b_HLT_Photon30_HoverELoose; //! + TBranch *b_HLT_EcalCalibration; //! + TBranch *b_HLT_HcalCalibration; //! + TBranch *b_HLT_L1UnpairedBunchBptxMinus; //! + TBranch *b_HLT_L1UnpairedBunchBptxPlus; //! + TBranch *b_HLT_L1NotBptxOR; //! + TBranch *b_HLT_L1MinimumBiasHF_OR; //! + TBranch *b_HLT_L1MinimumBiasHF0OR; //! + TBranch *b_HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142; //! + TBranch *b_HLT_HcalNZS; //! + TBranch *b_HLT_HcalPhiSym; //! + TBranch *b_HLT_HcalIsolatedbunch; //! + TBranch *b_HLT_IsoTrackHB; //! + TBranch *b_HLT_IsoTrackHE; //! + TBranch *b_HLT_ZeroBias_FirstCollisionAfterAbortGap; //! + TBranch *b_HLT_ZeroBias_IsolatedBunches; //! + TBranch *b_HLT_ZeroBias_FirstCollisionInTrain; //! + TBranch *b_HLT_ZeroBias_LastCollisionInTrain; //! + TBranch *b_HLT_ZeroBias_FirstBXAfterTrain; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140; //! + TBranch *b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr; //! + TBranch *b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr; //! + TBranch *b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1; //! + TBranch *b_HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1; //! + TBranch *b_HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL; //! + TBranch *b_HLT_Rsq0p35; //! + TBranch *b_HLT_Rsq0p40; //! + TBranch *b_HLT_RsqMR300_Rsq0p09_MR200; //! + TBranch *b_HLT_RsqMR320_Rsq0p09_MR200; //! + TBranch *b_HLT_RsqMR300_Rsq0p09_MR200_4jet; //! + TBranch *b_HLT_RsqMR320_Rsq0p09_MR200_4jet; //! + TBranch *b_HLT_IsoMu27_LooseChargedIsoPFTau20_Trk1_eta2p1_SingleL1; //! + TBranch *b_HLT_IsoMu27_MediumChargedIsoPFTau20_Trk1_eta2p1_SingleL1; //! + TBranch *b_HLT_IsoMu27_TightChargedIsoPFTau20_Trk1_eta2p1_SingleL1; //! + TBranch *b_HLT_IsoMu27_MET90; //! + TBranch *b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1; //! + TBranch *b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1; //! + TBranch *b_HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg; //! + TBranch *b_HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3; //! + TBranch *b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3; //! + TBranch *b_HLT_PFMET100_PFMHT100_IDTight_PFHT60; //! + TBranch *b_HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60; //! + TBranch *b_HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60; //! + TBranch *b_HLT_Mu18_Mu9_SameSign; //! + TBranch *b_HLT_Mu18_Mu9_SameSign_DZ; //! + TBranch *b_HLT_Mu18_Mu9; //! + TBranch *b_HLT_Mu18_Mu9_DZ; //! + TBranch *b_HLT_Mu20_Mu10_SameSign; //! + TBranch *b_HLT_Mu20_Mu10_SameSign_DZ; //! + TBranch *b_HLT_Mu20_Mu10; //! + TBranch *b_HLT_Mu20_Mu10_DZ; //! + TBranch *b_HLT_Mu23_Mu12_SameSign; //! + TBranch *b_HLT_Mu23_Mu12_SameSign_DZ; //! + TBranch *b_HLT_Mu23_Mu12; //! + TBranch *b_HLT_Mu23_Mu12_DZ; //! + TBranch *b_HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05; //! + TBranch *b_HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi; //! + TBranch *b_HLT_DoubleMu3_DCA_PFMET50_PFMHT60; //! + TBranch *b_HLT_TripleMu_5_3_3_Mass3p8to60_DCA; //! + TBranch *b_HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1; //! + TBranch *b_HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1; //! + TBranch *b_HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1; //! + TBranch *b_HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1; //! + TBranch *b_HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2; //! + TBranch *b_HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2; //! + TBranch *b_HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2; //! + TBranch *b_HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2; //! + TBranch *b_HLT_QuadPFJet98_83_71_15; //! + TBranch *b_HLT_QuadPFJet103_88_75_15; //! + TBranch *b_HLT_QuadPFJet105_88_76_15; //! + TBranch *b_HLT_QuadPFJet111_90_80_15; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p17; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p1; //! + TBranch *b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02; //! + TBranch *b_HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55; //! + TBranch *b_HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55; //! + TBranch *b_HLTriggerFinalPath; //! + TBranch *b_nLepton; //! + TBranch *b_Lepton_pdgId; //! + TBranch *b_Lepton_electronIdx; //! + TBranch *b_Lepton_muonIdx; //! + TBranch *b_Lepton_pt; //! + TBranch *b_Lepton_eta; //! + TBranch *b_Lepton_phi; //! + TBranch *b_nVetoLepton; //! + TBranch *b_VetoLepton_pdgId; //! + TBranch *b_VetoLepton_electronIdx; //! + TBranch *b_VetoLepton_muonIdx; //! + TBranch *b_VetoLepton_pt; //! + TBranch *b_VetoLepton_eta; //! + TBranch *b_VetoLepton_phi; //! + TBranch *b_nCleanJet; //! + TBranch *b_CleanJet_jetIdx; //! + TBranch *b_CleanJet_pt; //! + TBranch *b_CleanJet_eta; //! + TBranch *b_CleanJet_phi; //! + TBranch *b_Lepton_isLoose; //! + TBranch *b_Lepton_isVeto; //! + TBranch *b_dmZll_veto; //! + TBranch *b_Lepton_isTightElectron_mvaFall17V2Iso_WP90_tthmva_70; //! + TBranch *b_Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS_tthmva_70; //! + TBranch *b_Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS; //! + TBranch *b_Lepton_isTightElectron_mvaFall17V2Iso_WP90; //! + TBranch *b_Lepton_isTightMuon_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_Lepton_isTightMuon_cut_Tight_HWWW; //! + TBranch *b_nCleanFatJet; //! + TBranch *b_CleanFatJet_jetIdx; //! + TBranch *b_CleanFatJet_pt; //! + TBranch *b_CleanFatJet_eta; //! + TBranch *b_CleanFatJet_phi; //! + TBranch *b_CleanFatJet_mass; //! + TBranch *b_CleanFatJet_tau21; //! + TBranch *b_nCleanJetNotFat; //! + TBranch *b_CleanJetNotFat_jetIdx; //! + TBranch *b_CleanJetNotFat_deltaR; //! + TBranch *b_Lepton_rochesterSF; //! + TBranch *b_mll; //! + TBranch *b_dphill; //! + TBranch *b_yll; //! + TBranch *b_ptll; //! + TBranch *b_pt1; //! + TBranch *b_pt2; //! + TBranch *b_mth; //! + TBranch *b_mcoll; //! + TBranch *b_mcollWW; //! + TBranch *b_mTi; //! + TBranch *b_mTe; //! + TBranch *b_choiMass; //! + TBranch *b_mR; //! + TBranch *b_mT2; //! + TBranch *b_channel; //! + TBranch *b_drll; //! + TBranch *b_dphilljet; //! + TBranch *b_dphilljetjet; //! + TBranch *b_dphilljetjet_cut; //! + TBranch *b_dphillmet; //! + TBranch *b_dphilmet; //! + TBranch *b_dphilmet1; //! + TBranch *b_dphilmet2; //! + TBranch *b_mtw1; //! + TBranch *b_mtw2; //! + TBranch *b_mjj; //! + TBranch *b_detajj; //! + TBranch *b_njet; //! + TBranch *b_mllWgSt; //! + TBranch *b_drllWgSt; //! + TBranch *b_mllThird; //! + TBranch *b_mllOneThree; //! + TBranch *b_mllTwoThree; //! + TBranch *b_drllOneThree; //! + TBranch *b_drllTwoThree; //! + TBranch *b_dphijet1met; //! + TBranch *b_dphijet2met; //! + TBranch *b_dphijjmet; //! + TBranch *b_dphijjmet_cut; //! + TBranch *b_dphilep1jet1; //! + TBranch *b_dphilep1jet2; //! + TBranch *b_dphilep2jet1; //! + TBranch *b_dphilep2jet2; //! + TBranch *b_mindetajl; //! + TBranch *b_detall; //! + TBranch *b_dphijj; //! + TBranch *b_maxdphilepjj; //! + TBranch *b_dphilep1jj; //! + TBranch *b_dphilep2jj; //! + TBranch *b_ht; //! + TBranch *b_vht_pt; //! + TBranch *b_vht_phi; //! + TBranch *b_projpfmet; //! + TBranch *b_dphiltkmet; //! + TBranch *b_projtkmet; //! + TBranch *b_mpmet; //! + TBranch *b_pTWW; //! + TBranch *b_pTHjj; //! + TBranch *b_recoil; //! + TBranch *b_jetpt1_cut; //! + TBranch *b_jetpt2_cut; //! + TBranch *b_dphilljet_cut; //! + TBranch *b_dphijet1met_cut; //! + TBranch *b_dphijet2met_cut; //! + TBranch *b_PfMetDivSumMet; //! + TBranch *b_upara; //! + TBranch *b_uperp; //! + TBranch *b_m2ljj20; //! + TBranch *b_m2ljj30; //! + TBranch *b_ptTOT_cut; //! + TBranch *b_mTOT_cut; //! + TBranch *b_OLV1_cut; //! + TBranch *b_OLV2_cut; //! + TBranch *b_Ceta_cut; //! + TBranch *b_mlljj20_whss; //! + TBranch *b_mlljj30_whss; //! + TBranch *b_WlepPt_whss; //! + TBranch *b_WlepMt_whss; //! + TBranch *b_WH3l_dphilmet; //! + TBranch *b_WH3l_drOSll; //! + TBranch *b_WH3l_ZVeto; //! + TBranch *b_WH3l_flagOSSF; //! + TBranch *b_ZH3l_checkmZ; //! + TBranch *b_ZH3l_njet; //! + TBranch *b_ZH3l_pdgid_l; //! + TBranch *b_WH3l_mOSll; //! + TBranch *b_WH3l_mtWWW; //! + TBranch *b_ZH3l_mTlmet; //! + TBranch *b_WH3l_ptOSll; //! + TBranch *b_ZH3l_mTlmetj; //! + TBranch *b_ZH3l_pTlmetjj; //! + TBranch *b_WH3l_ptlll; //! + TBranch *b_WH3l_chlll; //! + TBranch *b_ZH3l_Z4lveto; //! + TBranch *b_ZH3l_dmjjmW; //! + TBranch *b_ZH3l_dphilmetjj; //! + TBranch *b_ZH3l_mTlmetjj; //! + TBranch *b_WH3l_ptW; //! + TBranch *b_ZH3l_pTlmetj; //! + TBranch *b_ZH3l_pTZ; //! + TBranch *b_WH3l_mtlmet; //! + TBranch *b_WH3l_dphilllmet; //! + TBranch *b_ZH3l_dphilmetj; //! + TBranch *b_WH3l_njet; //! + TBranch *b_WH3l_ptWWW; //! + TBranch *b_WH3l_mlll; //! + TBranch *b_pfmetPhi_zh4l; //! + TBranch *b_z0Mass_zh4l; //! + TBranch *b_z0Pt_zh4l; //! + TBranch *b_z1Mass_zh4l; //! + TBranch *b_z1Pt_zh4l; //! + TBranch *b_zaMass_zh4l; //! + TBranch *b_zbMass_zh4l; //! + TBranch *b_flagZ1SF_zh4l; //! + TBranch *b_z0DeltaPhi_zh4l; //! + TBranch *b_z1DeltaPhi_zh4l; //! + TBranch *b_zaDeltaPhi_zh4l; //! + TBranch *b_zbDeltaPhi_zh4l; //! + TBranch *b_minDeltaPhi_zh4l; //! + TBranch *b_z0DeltaR_zh4l; //! + TBranch *b_z1DeltaR_zh4l; //! + TBranch *b_zaDeltaR_zh4l; //! + TBranch *b_zbDeltaR_zh4l; //! + TBranch *b_lep1Mt_zh4l; //! + TBranch *b_lep2Mt_zh4l; //! + TBranch *b_lep3Mt_zh4l; //! + TBranch *b_lep4Mt_zh4l; //! + TBranch *b_minMt_zh4l; //! + TBranch *b_z1Mt_zh4l; //! + TBranch *b_mllll_zh4l; //! + TBranch *b_chllll_zh4l; //! + TBranch *b_z1dPhi_lep1MET_zh4l; //! + TBranch *b_z1dPhi_lep2MET_zh4l; //! + TBranch *b_z1mindPhi_lepMET_zh4l; //! + TBranch *b_EMTFbug_veto; //! + TBranch *b_run_period; //! + TBranch *b_Trigger_sngEl; //! + TBranch *b_Trigger_sngMu; //! + TBranch *b_Trigger_dblEl; //! + TBranch *b_Trigger_dblMu; //! + TBranch *b_Trigger_ElMu; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_METFilter_DATA; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW; //! + TBranch *b_LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80; //! + TBranch *b_Lepton_mvaTTH_UL; //! + TBranch *b_hm; //! + TBranch *b_me_vbf_hsm; //! + TBranch *b_me_vbf_hm; //! + TBranch *b_me_vbf_hp; //! + TBranch *b_me_vbf_hl; //! + TBranch *b_me_vbf_hlzg; //! + TBranch *b_me_vbf_mixhm; //! + TBranch *b_me_vbf_mixhp; //! + TBranch *b_me_wh_hsm; //! + TBranch *b_me_wh_hm; //! + TBranch *b_me_wh_hp; //! + TBranch *b_me_wh_hl; //! + TBranch *b_me_wh_mixhm; //! + TBranch *b_me_wh_mixhp; //! + TBranch *b_me_zh_hsm; //! + TBranch *b_me_zh_hm; //! + TBranch *b_me_zh_hp; //! + TBranch *b_me_zh_hl; //! + TBranch *b_me_zh_hlzg; //! + TBranch *b_me_zh_mixhm; //! + TBranch *b_me_zh_mixhp; //! + TBranch *b_me_qcd_hsm; //! + TBranch *b_me_qcd_hm; //! + TBranch *b_me_qcd_mixhm; //! + TBranch *b_pjjSm_wh; //! + TBranch *b_pjjTr_wh; //! + TBranch *b_pjjSm_zh; //! + TBranch *b_pjjTr_zh; //! + TBranch *b_meAvg_wh; //! + TBranch *b_meAvg_zh; //! + TBranch *b_me_Wh_hsm; //! + TBranch *b_me_Wh_hm; //! + TBranch *b_me_Wh_hp; //! + TBranch *b_me_Wh_hl; //! + TBranch *b_me_Wh_mixhm; //! + TBranch *b_me_Wh_mixhp; //! + TBranch *b_me_Zh_hsm; //! + TBranch *b_me_Zh_hm; //! + TBranch *b_me_Zh_hp; //! + TBranch *b_me_Zh_hl; //! + TBranch *b_me_Zh_hlzg; //! + TBranch *b_me_Zh_mixhm; //! + TBranch *b_me_Zh_mixhp; //! + TBranch *b_me_QCD_hsm; //! + TBranch *b_pjjSm_Wh; //! + TBranch *b_pjjTr_Wh; //! + TBranch *b_pjjSm_Zh; //! + TBranch *b_pjjTr_Zh; //! + + postprocData(TTree *tree=0); + virtual ~postprocData(); + virtual Int_t Cut(Long64_t entry); + virtual Int_t GetEntry(Long64_t entry); + virtual Long64_t LoadTree(Long64_t entry); + virtual void Init(TTree *tree); + virtual void Loop(); + virtual Bool_t Notify(); + virtual void Show(Long64_t entry = -1); +}; + +#endif + +#ifdef postprocData_cxx +postprocData::postprocData(TTree *tree) : fChain(0) +{ +// if parameter tree is not specified (or zero), connect the file +// used to generate this class and read the Tree. + if (tree == 0) { + TFile *f = (TFile*)gROOT->GetListOfFiles()->FindObject("root://eoscms.cern.ch//eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/nanoLatino_MuonEG_Run2018A-UL2018-v1__part13.root"); + if (!f || !f->IsOpen()) { + f = new TFile("root://eoscms.cern.ch//eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/nanoLatino_MuonEG_Run2018A-UL2018-v1__part13.root"); + } + f->GetObject("Events",tree); + + } + Init(tree); +} + +postprocData::~postprocData() +{ + if (!fChain) return; + delete fChain->GetCurrentFile(); +} + +Int_t postprocData::GetEntry(Long64_t entry) +{ +// Read contents of entry. + if (!fChain) return 0; + return fChain->GetEntry(entry); +} +Long64_t postprocData::LoadTree(Long64_t entry) +{ +// Set the environment to read one entry + if (!fChain) return -5; + Long64_t centry = fChain->LoadTree(entry); + if (centry < 0) return centry; + if (fChain->GetTreeNumber() != fCurrent) { + fCurrent = fChain->GetTreeNumber(); + Notify(); + } + return centry; +} + +void postprocData::Init(TTree *tree) +{ + // The Init() function is called when the selector needs to initialize + // a new tree or chain. Typically here the branch addresses and branch + // pointers of the tree will be set. + // It is normally not necessary to make changes to the generated + // code, but the routine can be extended by the user if needed. + // Init() will be called many times when running on PROOF + // (once per file to be processed). + + // Set branch addresses and branch pointers + if (!tree) return; + fChain = tree; + fCurrent = -1; + fChain->SetMakeClass(1); + + fChain->SetBranchAddress("run", &run, &b_run); + fChain->SetBranchAddress("luminosityBlock", &luminosityBlock, &b_luminosityBlock); + fChain->SetBranchAddress("event", &event, &b_event); + fChain->SetBranchAddress("nboostedTau", &nboostedTau, &b_nboostedTau); + fChain->SetBranchAddress("boostedTau_chargedIso", boostedTau_chargedIso, &b_boostedTau_chargedIso); + fChain->SetBranchAddress("boostedTau_eta", boostedTau_eta, &b_boostedTau_eta); + fChain->SetBranchAddress("boostedTau_leadTkDeltaEta", boostedTau_leadTkDeltaEta, &b_boostedTau_leadTkDeltaEta); + fChain->SetBranchAddress("boostedTau_leadTkDeltaPhi", boostedTau_leadTkDeltaPhi, &b_boostedTau_leadTkDeltaPhi); + fChain->SetBranchAddress("boostedTau_leadTkPtOverTauPt", boostedTau_leadTkPtOverTauPt, &b_boostedTau_leadTkPtOverTauPt); + fChain->SetBranchAddress("boostedTau_mass", boostedTau_mass, &b_boostedTau_mass); + fChain->SetBranchAddress("boostedTau_neutralIso", boostedTau_neutralIso, &b_boostedTau_neutralIso); + fChain->SetBranchAddress("boostedTau_phi", boostedTau_phi, &b_boostedTau_phi); + fChain->SetBranchAddress("boostedTau_photonsOutsideSignalCone", boostedTau_photonsOutsideSignalCone, &b_boostedTau_photonsOutsideSignalCone); + fChain->SetBranchAddress("boostedTau_pt", boostedTau_pt, &b_boostedTau_pt); + fChain->SetBranchAddress("boostedTau_puCorr", boostedTau_puCorr, &b_boostedTau_puCorr); + fChain->SetBranchAddress("boostedTau_rawAntiEle2018", boostedTau_rawAntiEle2018, &b_boostedTau_rawAntiEle2018); + fChain->SetBranchAddress("boostedTau_rawIso", boostedTau_rawIso, &b_boostedTau_rawIso); + fChain->SetBranchAddress("boostedTau_rawIsodR03", boostedTau_rawIsodR03, &b_boostedTau_rawIsodR03); + fChain->SetBranchAddress("boostedTau_rawMVAnewDM2017v2", boostedTau_rawMVAnewDM2017v2, &b_boostedTau_rawMVAnewDM2017v2); + fChain->SetBranchAddress("boostedTau_rawMVAoldDM2017v2", boostedTau_rawMVAoldDM2017v2, &b_boostedTau_rawMVAoldDM2017v2); + fChain->SetBranchAddress("boostedTau_rawMVAoldDMdR032017v2", boostedTau_rawMVAoldDMdR032017v2, &b_boostedTau_rawMVAoldDMdR032017v2); + fChain->SetBranchAddress("boostedTau_charge", boostedTau_charge, &b_boostedTau_charge); + fChain->SetBranchAddress("boostedTau_decayMode", boostedTau_decayMode, &b_boostedTau_decayMode); + fChain->SetBranchAddress("boostedTau_jetIdx", boostedTau_jetIdx, &b_boostedTau_jetIdx); + fChain->SetBranchAddress("boostedTau_rawAntiEleCat2018", boostedTau_rawAntiEleCat2018, &b_boostedTau_rawAntiEleCat2018); + fChain->SetBranchAddress("boostedTau_idAntiEle2018", boostedTau_idAntiEle2018, &b_boostedTau_idAntiEle2018); + fChain->SetBranchAddress("boostedTau_idAntiMu", boostedTau_idAntiMu, &b_boostedTau_idAntiMu); + fChain->SetBranchAddress("boostedTau_idMVAnewDM2017v2", boostedTau_idMVAnewDM2017v2, &b_boostedTau_idMVAnewDM2017v2); + fChain->SetBranchAddress("boostedTau_idMVAoldDM2017v2", boostedTau_idMVAoldDM2017v2, &b_boostedTau_idMVAoldDM2017v2); + fChain->SetBranchAddress("boostedTau_idMVAoldDMdR032017v2", boostedTau_idMVAoldDMdR032017v2, &b_boostedTau_idMVAoldDMdR032017v2); + fChain->SetBranchAddress("CaloMET_phi", &CaloMET_phi, &b_CaloMET_phi); + fChain->SetBranchAddress("CaloMET_pt", &CaloMET_pt, &b_CaloMET_pt); + fChain->SetBranchAddress("CaloMET_sumEt", &CaloMET_sumEt, &b_CaloMET_sumEt); + fChain->SetBranchAddress("ChsMET_phi", &ChsMET_phi, &b_ChsMET_phi); + fChain->SetBranchAddress("ChsMET_pt", &ChsMET_pt, &b_ChsMET_pt); + fChain->SetBranchAddress("ChsMET_sumEt", &ChsMET_sumEt, &b_ChsMET_sumEt); + fChain->SetBranchAddress("nCorrT1METJet", &nCorrT1METJet, &b_nCorrT1METJet); + fChain->SetBranchAddress("CorrT1METJet_area", CorrT1METJet_area, &b_CorrT1METJet_area); + fChain->SetBranchAddress("CorrT1METJet_eta", CorrT1METJet_eta, &b_CorrT1METJet_eta); + fChain->SetBranchAddress("CorrT1METJet_muonSubtrFactor", CorrT1METJet_muonSubtrFactor, &b_CorrT1METJet_muonSubtrFactor); + fChain->SetBranchAddress("CorrT1METJet_phi", CorrT1METJet_phi, &b_CorrT1METJet_phi); + fChain->SetBranchAddress("CorrT1METJet_rawPt", CorrT1METJet_rawPt, &b_CorrT1METJet_rawPt); + fChain->SetBranchAddress("DeepMETResolutionTune_phi", &DeepMETResolutionTune_phi, &b_DeepMETResolutionTune_phi); + fChain->SetBranchAddress("DeepMETResolutionTune_pt", &DeepMETResolutionTune_pt, &b_DeepMETResolutionTune_pt); + fChain->SetBranchAddress("DeepMETResponseTune_phi", &DeepMETResponseTune_phi, &b_DeepMETResponseTune_phi); + fChain->SetBranchAddress("DeepMETResponseTune_pt", &DeepMETResponseTune_pt, &b_DeepMETResponseTune_pt); + fChain->SetBranchAddress("nElectron", &nElectron, &b_nElectron); + fChain->SetBranchAddress("Electron_dEscaleDown", Electron_dEscaleDown, &b_Electron_dEscaleDown); + fChain->SetBranchAddress("Electron_dEscaleUp", Electron_dEscaleUp, &b_Electron_dEscaleUp); + fChain->SetBranchAddress("Electron_dEsigmaDown", Electron_dEsigmaDown, &b_Electron_dEsigmaDown); + fChain->SetBranchAddress("Electron_dEsigmaUp", Electron_dEsigmaUp, &b_Electron_dEsigmaUp); + fChain->SetBranchAddress("Electron_deltaEtaSC", Electron_deltaEtaSC, &b_Electron_deltaEtaSC); + fChain->SetBranchAddress("Electron_dr03EcalRecHitSumEt", Electron_dr03EcalRecHitSumEt, &b_Electron_dr03EcalRecHitSumEt); + fChain->SetBranchAddress("Electron_dr03HcalDepth1TowerSumEt", Electron_dr03HcalDepth1TowerSumEt, &b_Electron_dr03HcalDepth1TowerSumEt); + fChain->SetBranchAddress("Electron_dr03TkSumPt", Electron_dr03TkSumPt, &b_Electron_dr03TkSumPt); + fChain->SetBranchAddress("Electron_dr03TkSumPtHEEP", Electron_dr03TkSumPtHEEP, &b_Electron_dr03TkSumPtHEEP); + fChain->SetBranchAddress("Electron_dxy", Electron_dxy, &b_Electron_dxy); + fChain->SetBranchAddress("Electron_dxyErr", Electron_dxyErr, &b_Electron_dxyErr); + fChain->SetBranchAddress("Electron_dz", Electron_dz, &b_Electron_dz); + fChain->SetBranchAddress("Electron_dzErr", Electron_dzErr, &b_Electron_dzErr); + fChain->SetBranchAddress("Electron_eCorr", Electron_eCorr, &b_Electron_eCorr); + fChain->SetBranchAddress("Electron_eInvMinusPInv", Electron_eInvMinusPInv, &b_Electron_eInvMinusPInv); + fChain->SetBranchAddress("Electron_energyErr", Electron_energyErr, &b_Electron_energyErr); + fChain->SetBranchAddress("Electron_eta", Electron_eta, &b_Electron_eta); + fChain->SetBranchAddress("Electron_hoe", Electron_hoe, &b_Electron_hoe); + fChain->SetBranchAddress("Electron_ip3d", Electron_ip3d, &b_Electron_ip3d); + fChain->SetBranchAddress("Electron_jetPtRelv2", Electron_jetPtRelv2, &b_Electron_jetPtRelv2); + fChain->SetBranchAddress("Electron_jetRelIso", Electron_jetRelIso, &b_Electron_jetRelIso); + fChain->SetBranchAddress("Electron_mass", Electron_mass, &b_Electron_mass); + fChain->SetBranchAddress("Electron_miniPFRelIso_all", Electron_miniPFRelIso_all, &b_Electron_miniPFRelIso_all); + fChain->SetBranchAddress("Electron_miniPFRelIso_chg", Electron_miniPFRelIso_chg, &b_Electron_miniPFRelIso_chg); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso", Electron_mvaFall17V2Iso, &b_Electron_mvaFall17V2Iso); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso", Electron_mvaFall17V2noIso, &b_Electron_mvaFall17V2noIso); + fChain->SetBranchAddress("Electron_pfRelIso03_all", Electron_pfRelIso03_all, &b_Electron_pfRelIso03_all); + fChain->SetBranchAddress("Electron_pfRelIso03_chg", Electron_pfRelIso03_chg, &b_Electron_pfRelIso03_chg); + fChain->SetBranchAddress("Electron_phi", Electron_phi, &b_Electron_phi); + fChain->SetBranchAddress("Electron_pt", Electron_pt, &b_Electron_pt); + fChain->SetBranchAddress("Electron_r9", Electron_r9, &b_Electron_r9); + fChain->SetBranchAddress("Electron_scEtOverPt", Electron_scEtOverPt, &b_Electron_scEtOverPt); + fChain->SetBranchAddress("Electron_sieie", Electron_sieie, &b_Electron_sieie); + fChain->SetBranchAddress("Electron_sip3d", Electron_sip3d, &b_Electron_sip3d); + fChain->SetBranchAddress("Electron_mvaTTH", Electron_mvaTTH, &b_Electron_mvaTTH); + fChain->SetBranchAddress("Electron_charge", Electron_charge, &b_Electron_charge); + fChain->SetBranchAddress("Electron_cutBased", Electron_cutBased, &b_Electron_cutBased); + fChain->SetBranchAddress("Electron_jetIdx", Electron_jetIdx, &b_Electron_jetIdx); + fChain->SetBranchAddress("Electron_pdgId", Electron_pdgId, &b_Electron_pdgId); + fChain->SetBranchAddress("Electron_photonIdx", Electron_photonIdx, &b_Electron_photonIdx); + fChain->SetBranchAddress("Electron_tightCharge", Electron_tightCharge, &b_Electron_tightCharge); + fChain->SetBranchAddress("Electron_vidNestedWPBitmap", Electron_vidNestedWPBitmap, &b_Electron_vidNestedWPBitmap); + fChain->SetBranchAddress("Electron_vidNestedWPBitmapHEEP", Electron_vidNestedWPBitmapHEEP, &b_Electron_vidNestedWPBitmapHEEP); + fChain->SetBranchAddress("Electron_convVeto", Electron_convVeto, &b_Electron_convVeto); + fChain->SetBranchAddress("Electron_cutBased_HEEP", Electron_cutBased_HEEP, &b_Electron_cutBased_HEEP); + fChain->SetBranchAddress("Electron_isPFcand", Electron_isPFcand, &b_Electron_isPFcand); + fChain->SetBranchAddress("Electron_jetNDauCharged", Electron_jetNDauCharged, &b_Electron_jetNDauCharged); + fChain->SetBranchAddress("Electron_lostHits", Electron_lostHits, &b_Electron_lostHits); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso_WP80", Electron_mvaFall17V2Iso_WP80, &b_Electron_mvaFall17V2Iso_WP80); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso_WP90", Electron_mvaFall17V2Iso_WP90, &b_Electron_mvaFall17V2Iso_WP90); + fChain->SetBranchAddress("Electron_mvaFall17V2Iso_WPL", Electron_mvaFall17V2Iso_WPL, &b_Electron_mvaFall17V2Iso_WPL); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso_WP80", Electron_mvaFall17V2noIso_WP80, &b_Electron_mvaFall17V2noIso_WP80); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso_WP90", Electron_mvaFall17V2noIso_WP90, &b_Electron_mvaFall17V2noIso_WP90); + fChain->SetBranchAddress("Electron_mvaFall17V2noIso_WPL", Electron_mvaFall17V2noIso_WPL, &b_Electron_mvaFall17V2noIso_WPL); + fChain->SetBranchAddress("Electron_seedGain", Electron_seedGain, &b_Electron_seedGain); + fChain->SetBranchAddress("nFatJet", &nFatJet, &b_nFatJet); + fChain->SetBranchAddress("FatJet_area", FatJet_area, &b_FatJet_area); + fChain->SetBranchAddress("FatJet_btagCSVV2", FatJet_btagCSVV2, &b_FatJet_btagCSVV2); + fChain->SetBranchAddress("FatJet_btagDDBvLV2", FatJet_btagDDBvLV2, &b_FatJet_btagDDBvLV2); + fChain->SetBranchAddress("FatJet_btagDDCvBV2", FatJet_btagDDCvBV2, &b_FatJet_btagDDCvBV2); + fChain->SetBranchAddress("FatJet_btagDDCvLV2", FatJet_btagDDCvLV2, &b_FatJet_btagDDCvLV2); + fChain->SetBranchAddress("FatJet_btagDeepB", FatJet_btagDeepB, &b_FatJet_btagDeepB); + fChain->SetBranchAddress("FatJet_btagHbb", FatJet_btagHbb, &b_FatJet_btagHbb); + fChain->SetBranchAddress("FatJet_deepTagMD_H4qvsQCD", FatJet_deepTagMD_H4qvsQCD, &b_FatJet_deepTagMD_H4qvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_HbbvsQCD", FatJet_deepTagMD_HbbvsQCD, &b_FatJet_deepTagMD_HbbvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_TvsQCD", FatJet_deepTagMD_TvsQCD, &b_FatJet_deepTagMD_TvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_WvsQCD", FatJet_deepTagMD_WvsQCD, &b_FatJet_deepTagMD_WvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_ZHbbvsQCD", FatJet_deepTagMD_ZHbbvsQCD, &b_FatJet_deepTagMD_ZHbbvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_ZHccvsQCD", FatJet_deepTagMD_ZHccvsQCD, &b_FatJet_deepTagMD_ZHccvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_ZbbvsQCD", FatJet_deepTagMD_ZbbvsQCD, &b_FatJet_deepTagMD_ZbbvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_ZvsQCD", FatJet_deepTagMD_ZvsQCD, &b_FatJet_deepTagMD_ZvsQCD); + fChain->SetBranchAddress("FatJet_deepTagMD_bbvsLight", FatJet_deepTagMD_bbvsLight, &b_FatJet_deepTagMD_bbvsLight); + fChain->SetBranchAddress("FatJet_deepTagMD_ccvsLight", FatJet_deepTagMD_ccvsLight, &b_FatJet_deepTagMD_ccvsLight); + fChain->SetBranchAddress("FatJet_deepTag_H", FatJet_deepTag_H, &b_FatJet_deepTag_H); + fChain->SetBranchAddress("FatJet_deepTag_QCD", FatJet_deepTag_QCD, &b_FatJet_deepTag_QCD); + fChain->SetBranchAddress("FatJet_deepTag_QCDothers", FatJet_deepTag_QCDothers, &b_FatJet_deepTag_QCDothers); + fChain->SetBranchAddress("FatJet_deepTag_TvsQCD", FatJet_deepTag_TvsQCD, &b_FatJet_deepTag_TvsQCD); + fChain->SetBranchAddress("FatJet_deepTag_WvsQCD", FatJet_deepTag_WvsQCD, &b_FatJet_deepTag_WvsQCD); + fChain->SetBranchAddress("FatJet_deepTag_ZvsQCD", FatJet_deepTag_ZvsQCD, &b_FatJet_deepTag_ZvsQCD); + fChain->SetBranchAddress("FatJet_eta", FatJet_eta, &b_FatJet_eta); + fChain->SetBranchAddress("FatJet_mass", FatJet_mass, &b_FatJet_mass); + fChain->SetBranchAddress("FatJet_msoftdrop", FatJet_msoftdrop, &b_FatJet_msoftdrop); + fChain->SetBranchAddress("FatJet_n2b1", FatJet_n2b1, &b_FatJet_n2b1); + fChain->SetBranchAddress("FatJet_n3b1", FatJet_n3b1, &b_FatJet_n3b1); + fChain->SetBranchAddress("FatJet_particleNetMD_QCD", FatJet_particleNetMD_QCD, &b_FatJet_particleNetMD_QCD); + fChain->SetBranchAddress("FatJet_particleNetMD_Xbb", FatJet_particleNetMD_Xbb, &b_FatJet_particleNetMD_Xbb); + fChain->SetBranchAddress("FatJet_particleNetMD_Xcc", FatJet_particleNetMD_Xcc, &b_FatJet_particleNetMD_Xcc); + fChain->SetBranchAddress("FatJet_particleNetMD_Xqq", FatJet_particleNetMD_Xqq, &b_FatJet_particleNetMD_Xqq); + fChain->SetBranchAddress("FatJet_particleNet_H4qvsQCD", FatJet_particleNet_H4qvsQCD, &b_FatJet_particleNet_H4qvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_HbbvsQCD", FatJet_particleNet_HbbvsQCD, &b_FatJet_particleNet_HbbvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_HccvsQCD", FatJet_particleNet_HccvsQCD, &b_FatJet_particleNet_HccvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_QCD", FatJet_particleNet_QCD, &b_FatJet_particleNet_QCD); + fChain->SetBranchAddress("FatJet_particleNet_TvsQCD", FatJet_particleNet_TvsQCD, &b_FatJet_particleNet_TvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_WvsQCD", FatJet_particleNet_WvsQCD, &b_FatJet_particleNet_WvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_ZvsQCD", FatJet_particleNet_ZvsQCD, &b_FatJet_particleNet_ZvsQCD); + fChain->SetBranchAddress("FatJet_particleNet_mass", FatJet_particleNet_mass, &b_FatJet_particleNet_mass); + fChain->SetBranchAddress("FatJet_phi", FatJet_phi, &b_FatJet_phi); + fChain->SetBranchAddress("FatJet_pt", FatJet_pt, &b_FatJet_pt); + fChain->SetBranchAddress("FatJet_rawFactor", FatJet_rawFactor, &b_FatJet_rawFactor); + fChain->SetBranchAddress("FatJet_tau1", FatJet_tau1, &b_FatJet_tau1); + fChain->SetBranchAddress("FatJet_tau2", FatJet_tau2, &b_FatJet_tau2); + fChain->SetBranchAddress("FatJet_tau3", FatJet_tau3, &b_FatJet_tau3); + fChain->SetBranchAddress("FatJet_tau4", FatJet_tau4, &b_FatJet_tau4); + fChain->SetBranchAddress("FatJet_lsf3", FatJet_lsf3, &b_FatJet_lsf3); + fChain->SetBranchAddress("FatJet_jetId", FatJet_jetId, &b_FatJet_jetId); + fChain->SetBranchAddress("FatJet_subJetIdx1", FatJet_subJetIdx1, &b_FatJet_subJetIdx1); + fChain->SetBranchAddress("FatJet_subJetIdx2", FatJet_subJetIdx2, &b_FatJet_subJetIdx2); + fChain->SetBranchAddress("FatJet_electronIdx3SJ", FatJet_electronIdx3SJ, &b_FatJet_electronIdx3SJ); + fChain->SetBranchAddress("FatJet_muonIdx3SJ", FatJet_muonIdx3SJ, &b_FatJet_muonIdx3SJ); + fChain->SetBranchAddress("FatJet_nConstituents", FatJet_nConstituents, &b_FatJet_nConstituents); + fChain->SetBranchAddress("nFsrPhoton", &nFsrPhoton, &b_nFsrPhoton); + fChain->SetBranchAddress("FsrPhoton_dROverEt2", FsrPhoton_dROverEt2, &b_FsrPhoton_dROverEt2); + fChain->SetBranchAddress("FsrPhoton_eta", FsrPhoton_eta, &b_FsrPhoton_eta); + fChain->SetBranchAddress("FsrPhoton_phi", FsrPhoton_phi, &b_FsrPhoton_phi); + fChain->SetBranchAddress("FsrPhoton_pt", FsrPhoton_pt, &b_FsrPhoton_pt); + fChain->SetBranchAddress("FsrPhoton_relIso03", FsrPhoton_relIso03, &b_FsrPhoton_relIso03); + fChain->SetBranchAddress("FsrPhoton_muonIdx", FsrPhoton_muonIdx, &b_FsrPhoton_muonIdx); + fChain->SetBranchAddress("nIsoTrack", &nIsoTrack, &b_nIsoTrack); + fChain->SetBranchAddress("IsoTrack_dxy", IsoTrack_dxy, &b_IsoTrack_dxy); + fChain->SetBranchAddress("IsoTrack_dz", IsoTrack_dz, &b_IsoTrack_dz); + fChain->SetBranchAddress("IsoTrack_eta", IsoTrack_eta, &b_IsoTrack_eta); + fChain->SetBranchAddress("IsoTrack_pfRelIso03_all", IsoTrack_pfRelIso03_all, &b_IsoTrack_pfRelIso03_all); + fChain->SetBranchAddress("IsoTrack_pfRelIso03_chg", IsoTrack_pfRelIso03_chg, &b_IsoTrack_pfRelIso03_chg); + fChain->SetBranchAddress("IsoTrack_phi", IsoTrack_phi, &b_IsoTrack_phi); + fChain->SetBranchAddress("IsoTrack_pt", IsoTrack_pt, &b_IsoTrack_pt); + fChain->SetBranchAddress("IsoTrack_miniPFRelIso_all", IsoTrack_miniPFRelIso_all, &b_IsoTrack_miniPFRelIso_all); + fChain->SetBranchAddress("IsoTrack_miniPFRelIso_chg", IsoTrack_miniPFRelIso_chg, &b_IsoTrack_miniPFRelIso_chg); + fChain->SetBranchAddress("IsoTrack_charge", IsoTrack_charge, &b_IsoTrack_charge); + fChain->SetBranchAddress("IsoTrack_fromPV", IsoTrack_fromPV, &b_IsoTrack_fromPV); + fChain->SetBranchAddress("IsoTrack_pdgId", IsoTrack_pdgId, &b_IsoTrack_pdgId); + fChain->SetBranchAddress("IsoTrack_isHighPurityTrack", IsoTrack_isHighPurityTrack, &b_IsoTrack_isHighPurityTrack); + fChain->SetBranchAddress("IsoTrack_isPFcand", IsoTrack_isPFcand, &b_IsoTrack_isPFcand); + fChain->SetBranchAddress("IsoTrack_isFromLostTrack", IsoTrack_isFromLostTrack, &b_IsoTrack_isFromLostTrack); + fChain->SetBranchAddress("nJet", &nJet, &b_nJet); + fChain->SetBranchAddress("Jet_area", Jet_area, &b_Jet_area); + fChain->SetBranchAddress("Jet_btagCSVV2", Jet_btagCSVV2, &b_Jet_btagCSVV2); + fChain->SetBranchAddress("Jet_btagDeepB", Jet_btagDeepB, &b_Jet_btagDeepB); + fChain->SetBranchAddress("Jet_btagDeepCvB", Jet_btagDeepCvB, &b_Jet_btagDeepCvB); + fChain->SetBranchAddress("Jet_btagDeepCvL", Jet_btagDeepCvL, &b_Jet_btagDeepCvL); + fChain->SetBranchAddress("Jet_btagDeepFlavB", Jet_btagDeepFlavB, &b_Jet_btagDeepFlavB); + fChain->SetBranchAddress("Jet_btagDeepFlavCvB", Jet_btagDeepFlavCvB, &b_Jet_btagDeepFlavCvB); + fChain->SetBranchAddress("Jet_btagDeepFlavCvL", Jet_btagDeepFlavCvL, &b_Jet_btagDeepFlavCvL); + fChain->SetBranchAddress("Jet_btagDeepFlavQG", Jet_btagDeepFlavQG, &b_Jet_btagDeepFlavQG); + fChain->SetBranchAddress("Jet_chEmEF", Jet_chEmEF, &b_Jet_chEmEF); + fChain->SetBranchAddress("Jet_chFPV0EF", Jet_chFPV0EF, &b_Jet_chFPV0EF); + fChain->SetBranchAddress("Jet_chHEF", Jet_chHEF, &b_Jet_chHEF); + fChain->SetBranchAddress("Jet_eta", Jet_eta, &b_Jet_eta); + fChain->SetBranchAddress("Jet_hfsigmaEtaEta", Jet_hfsigmaEtaEta, &b_Jet_hfsigmaEtaEta); + fChain->SetBranchAddress("Jet_hfsigmaPhiPhi", Jet_hfsigmaPhiPhi, &b_Jet_hfsigmaPhiPhi); + fChain->SetBranchAddress("Jet_mass", Jet_mass, &b_Jet_mass); + fChain->SetBranchAddress("Jet_muEF", Jet_muEF, &b_Jet_muEF); + fChain->SetBranchAddress("Jet_muonSubtrFactor", Jet_muonSubtrFactor, &b_Jet_muonSubtrFactor); + fChain->SetBranchAddress("Jet_neEmEF", Jet_neEmEF, &b_Jet_neEmEF); + fChain->SetBranchAddress("Jet_neHEF", Jet_neHEF, &b_Jet_neHEF); + fChain->SetBranchAddress("Jet_phi", Jet_phi, &b_Jet_phi); + fChain->SetBranchAddress("Jet_pt", Jet_pt, &b_Jet_pt); + fChain->SetBranchAddress("Jet_puIdDisc", Jet_puIdDisc, &b_Jet_puIdDisc); + fChain->SetBranchAddress("Jet_qgl", Jet_qgl, &b_Jet_qgl); + fChain->SetBranchAddress("Jet_rawFactor", Jet_rawFactor, &b_Jet_rawFactor); + fChain->SetBranchAddress("Jet_bRegCorr", Jet_bRegCorr, &b_Jet_bRegCorr); + fChain->SetBranchAddress("Jet_bRegRes", Jet_bRegRes, &b_Jet_bRegRes); + fChain->SetBranchAddress("Jet_cRegCorr", Jet_cRegCorr, &b_Jet_cRegCorr); + fChain->SetBranchAddress("Jet_cRegRes", Jet_cRegRes, &b_Jet_cRegRes); + fChain->SetBranchAddress("Jet_electronIdx1", Jet_electronIdx1, &b_Jet_electronIdx1); + fChain->SetBranchAddress("Jet_electronIdx2", Jet_electronIdx2, &b_Jet_electronIdx2); + fChain->SetBranchAddress("Jet_hfadjacentEtaStripsSize", Jet_hfadjacentEtaStripsSize, &b_Jet_hfadjacentEtaStripsSize); + fChain->SetBranchAddress("Jet_hfcentralEtaStripSize", Jet_hfcentralEtaStripSize, &b_Jet_hfcentralEtaStripSize); + fChain->SetBranchAddress("Jet_jetId", Jet_jetId, &b_Jet_jetId); + fChain->SetBranchAddress("Jet_muonIdx1", Jet_muonIdx1, &b_Jet_muonIdx1); + fChain->SetBranchAddress("Jet_muonIdx2", Jet_muonIdx2, &b_Jet_muonIdx2); + fChain->SetBranchAddress("Jet_nElectrons", Jet_nElectrons, &b_Jet_nElectrons); + fChain->SetBranchAddress("Jet_nMuons", Jet_nMuons, &b_Jet_nMuons); + fChain->SetBranchAddress("Jet_puId", Jet_puId, &b_Jet_puId); + fChain->SetBranchAddress("Jet_nConstituents", Jet_nConstituents, &b_Jet_nConstituents); + fChain->SetBranchAddress("L1PreFiringWeight_Dn", &L1PreFiringWeight_Dn, &b_L1PreFiringWeight_Dn); + fChain->SetBranchAddress("L1PreFiringWeight_ECAL_Dn", &L1PreFiringWeight_ECAL_Dn, &b_L1PreFiringWeight_ECAL_Dn); + fChain->SetBranchAddress("L1PreFiringWeight_ECAL_Nom", &L1PreFiringWeight_ECAL_Nom, &b_L1PreFiringWeight_ECAL_Nom); + fChain->SetBranchAddress("L1PreFiringWeight_ECAL_Up", &L1PreFiringWeight_ECAL_Up, &b_L1PreFiringWeight_ECAL_Up); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_Nom", &L1PreFiringWeight_Muon_Nom, &b_L1PreFiringWeight_Muon_Nom); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_StatDn", &L1PreFiringWeight_Muon_StatDn, &b_L1PreFiringWeight_Muon_StatDn); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_StatUp", &L1PreFiringWeight_Muon_StatUp, &b_L1PreFiringWeight_Muon_StatUp); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_SystDn", &L1PreFiringWeight_Muon_SystDn, &b_L1PreFiringWeight_Muon_SystDn); + fChain->SetBranchAddress("L1PreFiringWeight_Muon_SystUp", &L1PreFiringWeight_Muon_SystUp, &b_L1PreFiringWeight_Muon_SystUp); + fChain->SetBranchAddress("L1PreFiringWeight_Nom", &L1PreFiringWeight_Nom, &b_L1PreFiringWeight_Nom); + fChain->SetBranchAddress("L1PreFiringWeight_Up", &L1PreFiringWeight_Up, &b_L1PreFiringWeight_Up); + fChain->SetBranchAddress("nLowPtElectron", &nLowPtElectron, &b_nLowPtElectron); + fChain->SetBranchAddress("LowPtElectron_ID", LowPtElectron_ID, &b_LowPtElectron_ID); + fChain->SetBranchAddress("LowPtElectron_convVtxRadius", LowPtElectron_convVtxRadius, &b_LowPtElectron_convVtxRadius); + fChain->SetBranchAddress("LowPtElectron_deltaEtaSC", LowPtElectron_deltaEtaSC, &b_LowPtElectron_deltaEtaSC); + fChain->SetBranchAddress("LowPtElectron_dxy", LowPtElectron_dxy, &b_LowPtElectron_dxy); + fChain->SetBranchAddress("LowPtElectron_dxyErr", LowPtElectron_dxyErr, &b_LowPtElectron_dxyErr); + fChain->SetBranchAddress("LowPtElectron_dz", LowPtElectron_dz, &b_LowPtElectron_dz); + fChain->SetBranchAddress("LowPtElectron_dzErr", LowPtElectron_dzErr, &b_LowPtElectron_dzErr); + fChain->SetBranchAddress("LowPtElectron_eInvMinusPInv", LowPtElectron_eInvMinusPInv, &b_LowPtElectron_eInvMinusPInv); + fChain->SetBranchAddress("LowPtElectron_embeddedID", LowPtElectron_embeddedID, &b_LowPtElectron_embeddedID); + fChain->SetBranchAddress("LowPtElectron_energyErr", LowPtElectron_energyErr, &b_LowPtElectron_energyErr); + fChain->SetBranchAddress("LowPtElectron_eta", LowPtElectron_eta, &b_LowPtElectron_eta); + fChain->SetBranchAddress("LowPtElectron_hoe", LowPtElectron_hoe, &b_LowPtElectron_hoe); + fChain->SetBranchAddress("LowPtElectron_mass", LowPtElectron_mass, &b_LowPtElectron_mass); + fChain->SetBranchAddress("LowPtElectron_miniPFRelIso_all", LowPtElectron_miniPFRelIso_all, &b_LowPtElectron_miniPFRelIso_all); + fChain->SetBranchAddress("LowPtElectron_miniPFRelIso_chg", LowPtElectron_miniPFRelIso_chg, &b_LowPtElectron_miniPFRelIso_chg); + fChain->SetBranchAddress("LowPtElectron_phi", LowPtElectron_phi, &b_LowPtElectron_phi); + fChain->SetBranchAddress("LowPtElectron_pt", LowPtElectron_pt, &b_LowPtElectron_pt); + fChain->SetBranchAddress("LowPtElectron_ptbiased", LowPtElectron_ptbiased, &b_LowPtElectron_ptbiased); + fChain->SetBranchAddress("LowPtElectron_r9", LowPtElectron_r9, &b_LowPtElectron_r9); + fChain->SetBranchAddress("LowPtElectron_scEtOverPt", LowPtElectron_scEtOverPt, &b_LowPtElectron_scEtOverPt); + fChain->SetBranchAddress("LowPtElectron_sieie", LowPtElectron_sieie, &b_LowPtElectron_sieie); + fChain->SetBranchAddress("LowPtElectron_unbiased", LowPtElectron_unbiased, &b_LowPtElectron_unbiased); + fChain->SetBranchAddress("LowPtElectron_charge", LowPtElectron_charge, &b_LowPtElectron_charge); + fChain->SetBranchAddress("LowPtElectron_convWP", LowPtElectron_convWP, &b_LowPtElectron_convWP); + fChain->SetBranchAddress("LowPtElectron_pdgId", LowPtElectron_pdgId, &b_LowPtElectron_pdgId); + fChain->SetBranchAddress("LowPtElectron_convVeto", LowPtElectron_convVeto, &b_LowPtElectron_convVeto); + fChain->SetBranchAddress("LowPtElectron_lostHits", LowPtElectron_lostHits, &b_LowPtElectron_lostHits); + fChain->SetBranchAddress("MET_MetUnclustEnUpDeltaX", &MET_MetUnclustEnUpDeltaX, &b_MET_MetUnclustEnUpDeltaX); + fChain->SetBranchAddress("MET_MetUnclustEnUpDeltaY", &MET_MetUnclustEnUpDeltaY, &b_MET_MetUnclustEnUpDeltaY); + fChain->SetBranchAddress("MET_covXX", &MET_covXX, &b_MET_covXX); + fChain->SetBranchAddress("MET_covXY", &MET_covXY, &b_MET_covXY); + fChain->SetBranchAddress("MET_covYY", &MET_covYY, &b_MET_covYY); + fChain->SetBranchAddress("MET_phi", &MET_phi, &b_MET_phi); + fChain->SetBranchAddress("MET_pt", &MET_pt, &b_MET_pt); + fChain->SetBranchAddress("MET_significance", &MET_significance, &b_MET_significance); + fChain->SetBranchAddress("MET_sumEt", &MET_sumEt, &b_MET_sumEt); + fChain->SetBranchAddress("MET_sumPtUnclustered", &MET_sumPtUnclustered, &b_MET_sumPtUnclustered); + fChain->SetBranchAddress("nProton_multiRP", &nProton_multiRP, &b_nProton_multiRP); + fChain->SetBranchAddress("Proton_multiRP_t", Proton_multiRP_t, &b_Proton_multiRP_t); + fChain->SetBranchAddress("Proton_multiRP_thetaX", Proton_multiRP_thetaX, &b_Proton_multiRP_thetaX); + fChain->SetBranchAddress("Proton_multiRP_thetaY", Proton_multiRP_thetaY, &b_Proton_multiRP_thetaY); + fChain->SetBranchAddress("Proton_multiRP_time", Proton_multiRP_time, &b_Proton_multiRP_time); + fChain->SetBranchAddress("Proton_multiRP_timeUnc", Proton_multiRP_timeUnc, &b_Proton_multiRP_timeUnc); + fChain->SetBranchAddress("Proton_multiRP_xi", Proton_multiRP_xi, &b_Proton_multiRP_xi); + fChain->SetBranchAddress("Proton_multiRP_arm", Proton_multiRP_arm, &b_Proton_multiRP_arm); + fChain->SetBranchAddress("nMuon", &nMuon, &b_nMuon); + fChain->SetBranchAddress("Muon_dxy", Muon_dxy, &b_Muon_dxy); + fChain->SetBranchAddress("Muon_dxyErr", Muon_dxyErr, &b_Muon_dxyErr); + fChain->SetBranchAddress("Muon_dxybs", Muon_dxybs, &b_Muon_dxybs); + fChain->SetBranchAddress("Muon_dz", Muon_dz, &b_Muon_dz); + fChain->SetBranchAddress("Muon_dzErr", Muon_dzErr, &b_Muon_dzErr); + fChain->SetBranchAddress("Muon_eta", Muon_eta, &b_Muon_eta); + fChain->SetBranchAddress("Muon_ip3d", Muon_ip3d, &b_Muon_ip3d); + fChain->SetBranchAddress("Muon_jetPtRelv2", Muon_jetPtRelv2, &b_Muon_jetPtRelv2); + fChain->SetBranchAddress("Muon_jetRelIso", Muon_jetRelIso, &b_Muon_jetRelIso); + fChain->SetBranchAddress("Muon_mass", Muon_mass, &b_Muon_mass); + fChain->SetBranchAddress("Muon_miniPFRelIso_all", Muon_miniPFRelIso_all, &b_Muon_miniPFRelIso_all); + fChain->SetBranchAddress("Muon_miniPFRelIso_chg", Muon_miniPFRelIso_chg, &b_Muon_miniPFRelIso_chg); + fChain->SetBranchAddress("Muon_pfRelIso03_all", Muon_pfRelIso03_all, &b_Muon_pfRelIso03_all); + fChain->SetBranchAddress("Muon_pfRelIso03_chg", Muon_pfRelIso03_chg, &b_Muon_pfRelIso03_chg); + fChain->SetBranchAddress("Muon_pfRelIso04_all", Muon_pfRelIso04_all, &b_Muon_pfRelIso04_all); + fChain->SetBranchAddress("Muon_phi", Muon_phi, &b_Muon_phi); + fChain->SetBranchAddress("Muon_pt", Muon_pt, &b_Muon_pt); + fChain->SetBranchAddress("Muon_ptErr", Muon_ptErr, &b_Muon_ptErr); + fChain->SetBranchAddress("Muon_segmentComp", Muon_segmentComp, &b_Muon_segmentComp); + fChain->SetBranchAddress("Muon_sip3d", Muon_sip3d, &b_Muon_sip3d); + fChain->SetBranchAddress("Muon_softMva", Muon_softMva, &b_Muon_softMva); + fChain->SetBranchAddress("Muon_tkRelIso", Muon_tkRelIso, &b_Muon_tkRelIso); + fChain->SetBranchAddress("Muon_tunepRelPt", Muon_tunepRelPt, &b_Muon_tunepRelPt); + fChain->SetBranchAddress("Muon_mvaLowPt", Muon_mvaLowPt, &b_Muon_mvaLowPt); + fChain->SetBranchAddress("Muon_mvaTTH", Muon_mvaTTH, &b_Muon_mvaTTH); + fChain->SetBranchAddress("Muon_charge", Muon_charge, &b_Muon_charge); + fChain->SetBranchAddress("Muon_jetIdx", Muon_jetIdx, &b_Muon_jetIdx); + fChain->SetBranchAddress("Muon_nStations", Muon_nStations, &b_Muon_nStations); + fChain->SetBranchAddress("Muon_nTrackerLayers", Muon_nTrackerLayers, &b_Muon_nTrackerLayers); + fChain->SetBranchAddress("Muon_pdgId", Muon_pdgId, &b_Muon_pdgId); + fChain->SetBranchAddress("Muon_tightCharge", Muon_tightCharge, &b_Muon_tightCharge); + fChain->SetBranchAddress("Muon_fsrPhotonIdx", Muon_fsrPhotonIdx, &b_Muon_fsrPhotonIdx); + fChain->SetBranchAddress("Muon_highPtId", Muon_highPtId, &b_Muon_highPtId); + fChain->SetBranchAddress("Muon_highPurity", Muon_highPurity, &b_Muon_highPurity); + fChain->SetBranchAddress("Muon_inTimeMuon", Muon_inTimeMuon, &b_Muon_inTimeMuon); + fChain->SetBranchAddress("Muon_isGlobal", Muon_isGlobal, &b_Muon_isGlobal); + fChain->SetBranchAddress("Muon_isPFcand", Muon_isPFcand, &b_Muon_isPFcand); + fChain->SetBranchAddress("Muon_isStandalone", Muon_isStandalone, &b_Muon_isStandalone); + fChain->SetBranchAddress("Muon_isTracker", Muon_isTracker, &b_Muon_isTracker); + fChain->SetBranchAddress("Muon_jetNDauCharged", Muon_jetNDauCharged, &b_Muon_jetNDauCharged); + fChain->SetBranchAddress("Muon_looseId", Muon_looseId, &b_Muon_looseId); + fChain->SetBranchAddress("Muon_mediumId", Muon_mediumId, &b_Muon_mediumId); + fChain->SetBranchAddress("Muon_mediumPromptId", Muon_mediumPromptId, &b_Muon_mediumPromptId); + fChain->SetBranchAddress("Muon_miniIsoId", Muon_miniIsoId, &b_Muon_miniIsoId); + fChain->SetBranchAddress("Muon_multiIsoId", Muon_multiIsoId, &b_Muon_multiIsoId); + fChain->SetBranchAddress("Muon_mvaId", Muon_mvaId, &b_Muon_mvaId); + fChain->SetBranchAddress("Muon_mvaLowPtId", Muon_mvaLowPtId, &b_Muon_mvaLowPtId); + fChain->SetBranchAddress("Muon_pfIsoId", Muon_pfIsoId, &b_Muon_pfIsoId); + fChain->SetBranchAddress("Muon_puppiIsoId", Muon_puppiIsoId, &b_Muon_puppiIsoId); + fChain->SetBranchAddress("Muon_softId", Muon_softId, &b_Muon_softId); + fChain->SetBranchAddress("Muon_softMvaId", Muon_softMvaId, &b_Muon_softMvaId); + fChain->SetBranchAddress("Muon_tightId", Muon_tightId, &b_Muon_tightId); + fChain->SetBranchAddress("Muon_tkIsoId", Muon_tkIsoId, &b_Muon_tkIsoId); + fChain->SetBranchAddress("Muon_triggerIdLoose", Muon_triggerIdLoose, &b_Muon_triggerIdLoose); + fChain->SetBranchAddress("nPhoton", &nPhoton, &b_nPhoton); + fChain->SetBranchAddress("Photon_dEscaleDown", Photon_dEscaleDown, &b_Photon_dEscaleDown); + fChain->SetBranchAddress("Photon_dEscaleUp", Photon_dEscaleUp, &b_Photon_dEscaleUp); + fChain->SetBranchAddress("Photon_dEsigmaDown", Photon_dEsigmaDown, &b_Photon_dEsigmaDown); + fChain->SetBranchAddress("Photon_dEsigmaUp", Photon_dEsigmaUp, &b_Photon_dEsigmaUp); + fChain->SetBranchAddress("Photon_eCorr", Photon_eCorr, &b_Photon_eCorr); + fChain->SetBranchAddress("Photon_energyErr", Photon_energyErr, &b_Photon_energyErr); + fChain->SetBranchAddress("Photon_eta", Photon_eta, &b_Photon_eta); + fChain->SetBranchAddress("Photon_hoe", Photon_hoe, &b_Photon_hoe); + fChain->SetBranchAddress("Photon_mass", Photon_mass, &b_Photon_mass); + fChain->SetBranchAddress("Photon_mvaID", Photon_mvaID, &b_Photon_mvaID); + fChain->SetBranchAddress("Photon_mvaID_Fall17V1p1", Photon_mvaID_Fall17V1p1, &b_Photon_mvaID_Fall17V1p1); + fChain->SetBranchAddress("Photon_pfRelIso03_all", Photon_pfRelIso03_all, &b_Photon_pfRelIso03_all); + fChain->SetBranchAddress("Photon_pfRelIso03_chg", Photon_pfRelIso03_chg, &b_Photon_pfRelIso03_chg); + fChain->SetBranchAddress("Photon_phi", Photon_phi, &b_Photon_phi); + fChain->SetBranchAddress("Photon_pt", Photon_pt, &b_Photon_pt); + fChain->SetBranchAddress("Photon_r9", Photon_r9, &b_Photon_r9); + fChain->SetBranchAddress("Photon_sieie", Photon_sieie, &b_Photon_sieie); + fChain->SetBranchAddress("Photon_charge", Photon_charge, &b_Photon_charge); + fChain->SetBranchAddress("Photon_cutBased", Photon_cutBased, &b_Photon_cutBased); + fChain->SetBranchAddress("Photon_cutBased_Fall17V1Bitmap", Photon_cutBased_Fall17V1Bitmap, &b_Photon_cutBased_Fall17V1Bitmap); + fChain->SetBranchAddress("Photon_electronIdx", Photon_electronIdx, &b_Photon_electronIdx); + fChain->SetBranchAddress("Photon_jetIdx", Photon_jetIdx, &b_Photon_jetIdx); + fChain->SetBranchAddress("Photon_pdgId", Photon_pdgId, &b_Photon_pdgId); + fChain->SetBranchAddress("Photon_vidNestedWPBitmap", Photon_vidNestedWPBitmap, &b_Photon_vidNestedWPBitmap); + fChain->SetBranchAddress("Photon_electronVeto", Photon_electronVeto, &b_Photon_electronVeto); + fChain->SetBranchAddress("Photon_isScEtaEB", Photon_isScEtaEB, &b_Photon_isScEtaEB); + fChain->SetBranchAddress("Photon_isScEtaEE", Photon_isScEtaEE, &b_Photon_isScEtaEE); + fChain->SetBranchAddress("Photon_mvaID_WP80", Photon_mvaID_WP80, &b_Photon_mvaID_WP80); + fChain->SetBranchAddress("Photon_mvaID_WP90", Photon_mvaID_WP90, &b_Photon_mvaID_WP90); + fChain->SetBranchAddress("Photon_pixelSeed", Photon_pixelSeed, &b_Photon_pixelSeed); + fChain->SetBranchAddress("Photon_seedGain", Photon_seedGain, &b_Photon_seedGain); + fChain->SetBranchAddress("nPPSLocalTrack", &nPPSLocalTrack, &b_nPPSLocalTrack); + fChain->SetBranchAddress("PPSLocalTrack_x", PPSLocalTrack_x, &b_PPSLocalTrack_x); + fChain->SetBranchAddress("PPSLocalTrack_y", PPSLocalTrack_y, &b_PPSLocalTrack_y); + fChain->SetBranchAddress("PPSLocalTrack_time", PPSLocalTrack_time, &b_PPSLocalTrack_time); + fChain->SetBranchAddress("PPSLocalTrack_timeUnc", PPSLocalTrack_timeUnc, &b_PPSLocalTrack_timeUnc); + fChain->SetBranchAddress("PPSLocalTrack_multiRPProtonIdx", PPSLocalTrack_multiRPProtonIdx, &b_PPSLocalTrack_multiRPProtonIdx); + fChain->SetBranchAddress("PPSLocalTrack_singleRPProtonIdx", PPSLocalTrack_singleRPProtonIdx, &b_PPSLocalTrack_singleRPProtonIdx); + fChain->SetBranchAddress("PPSLocalTrack_decRPId", PPSLocalTrack_decRPId, &b_PPSLocalTrack_decRPId); + fChain->SetBranchAddress("PPSLocalTrack_rpType", PPSLocalTrack_rpType, &b_PPSLocalTrack_rpType); + fChain->SetBranchAddress("PuppiMET_phi", &PuppiMET_phi, &b_PuppiMET_phi); + fChain->SetBranchAddress("PuppiMET_phiJERDown", &PuppiMET_phiJERDown, &b_PuppiMET_phiJERDown); + fChain->SetBranchAddress("PuppiMET_phiJERUp", &PuppiMET_phiJERUp, &b_PuppiMET_phiJERUp); + fChain->SetBranchAddress("PuppiMET_phiJESDown", &PuppiMET_phiJESDown, &b_PuppiMET_phiJESDown); + fChain->SetBranchAddress("PuppiMET_phiJESUp", &PuppiMET_phiJESUp, &b_PuppiMET_phiJESUp); + fChain->SetBranchAddress("PuppiMET_phiUnclusteredDown", &PuppiMET_phiUnclusteredDown, &b_PuppiMET_phiUnclusteredDown); + fChain->SetBranchAddress("PuppiMET_phiUnclusteredUp", &PuppiMET_phiUnclusteredUp, &b_PuppiMET_phiUnclusteredUp); + fChain->SetBranchAddress("PuppiMET_pt", &PuppiMET_pt, &b_PuppiMET_pt); + fChain->SetBranchAddress("PuppiMET_ptJERDown", &PuppiMET_ptJERDown, &b_PuppiMET_ptJERDown); + fChain->SetBranchAddress("PuppiMET_ptJERUp", &PuppiMET_ptJERUp, &b_PuppiMET_ptJERUp); + fChain->SetBranchAddress("PuppiMET_ptJESDown", &PuppiMET_ptJESDown, &b_PuppiMET_ptJESDown); + fChain->SetBranchAddress("PuppiMET_ptJESUp", &PuppiMET_ptJESUp, &b_PuppiMET_ptJESUp); + fChain->SetBranchAddress("PuppiMET_ptUnclusteredDown", &PuppiMET_ptUnclusteredDown, &b_PuppiMET_ptUnclusteredDown); + fChain->SetBranchAddress("PuppiMET_ptUnclusteredUp", &PuppiMET_ptUnclusteredUp, &b_PuppiMET_ptUnclusteredUp); + fChain->SetBranchAddress("PuppiMET_sumEt", &PuppiMET_sumEt, &b_PuppiMET_sumEt); + fChain->SetBranchAddress("RawMET_phi", &RawMET_phi, &b_RawMET_phi); + fChain->SetBranchAddress("RawMET_pt", &RawMET_pt, &b_RawMET_pt); + fChain->SetBranchAddress("RawMET_sumEt", &RawMET_sumEt, &b_RawMET_sumEt); + fChain->SetBranchAddress("RawPuppiMET_phi", &RawPuppiMET_phi, &b_RawPuppiMET_phi); + fChain->SetBranchAddress("RawPuppiMET_pt", &RawPuppiMET_pt, &b_RawPuppiMET_pt); + fChain->SetBranchAddress("RawPuppiMET_sumEt", &RawPuppiMET_sumEt, &b_RawPuppiMET_sumEt); + fChain->SetBranchAddress("fixedGridRhoFastjetAll", &fixedGridRhoFastjetAll, &b_fixedGridRhoFastjetAll); + fChain->SetBranchAddress("fixedGridRhoFastjetCentral", &fixedGridRhoFastjetCentral, &b_fixedGridRhoFastjetCentral); + fChain->SetBranchAddress("fixedGridRhoFastjetCentralCalo", &fixedGridRhoFastjetCentralCalo, &b_fixedGridRhoFastjetCentralCalo); + fChain->SetBranchAddress("fixedGridRhoFastjetCentralChargedPileUp", &fixedGridRhoFastjetCentralChargedPileUp, &b_fixedGridRhoFastjetCentralChargedPileUp); + fChain->SetBranchAddress("fixedGridRhoFastjetCentralNeutral", &fixedGridRhoFastjetCentralNeutral, &b_fixedGridRhoFastjetCentralNeutral); + fChain->SetBranchAddress("nSoftActivityJet", &nSoftActivityJet, &b_nSoftActivityJet); + fChain->SetBranchAddress("SoftActivityJet_eta", SoftActivityJet_eta, &b_SoftActivityJet_eta); + fChain->SetBranchAddress("SoftActivityJet_phi", SoftActivityJet_phi, &b_SoftActivityJet_phi); + fChain->SetBranchAddress("SoftActivityJet_pt", SoftActivityJet_pt, &b_SoftActivityJet_pt); + fChain->SetBranchAddress("SoftActivityJetHT", &SoftActivityJetHT, &b_SoftActivityJetHT); + fChain->SetBranchAddress("SoftActivityJetHT10", &SoftActivityJetHT10, &b_SoftActivityJetHT10); + fChain->SetBranchAddress("SoftActivityJetHT2", &SoftActivityJetHT2, &b_SoftActivityJetHT2); + fChain->SetBranchAddress("SoftActivityJetHT5", &SoftActivityJetHT5, &b_SoftActivityJetHT5); + fChain->SetBranchAddress("SoftActivityJetNjets10", &SoftActivityJetNjets10, &b_SoftActivityJetNjets10); + fChain->SetBranchAddress("SoftActivityJetNjets2", &SoftActivityJetNjets2, &b_SoftActivityJetNjets2); + fChain->SetBranchAddress("SoftActivityJetNjets5", &SoftActivityJetNjets5, &b_SoftActivityJetNjets5); + fChain->SetBranchAddress("nProton_singleRP", &nProton_singleRP, &b_nProton_singleRP); + fChain->SetBranchAddress("Proton_singleRP_thetaY", Proton_singleRP_thetaY, &b_Proton_singleRP_thetaY); + fChain->SetBranchAddress("Proton_singleRP_xi", Proton_singleRP_xi, &b_Proton_singleRP_xi); + fChain->SetBranchAddress("Proton_singleRP_decRPId", Proton_singleRP_decRPId, &b_Proton_singleRP_decRPId); + fChain->SetBranchAddress("nSubJet", &nSubJet, &b_nSubJet); + fChain->SetBranchAddress("SubJet_btagCSVV2", SubJet_btagCSVV2, &b_SubJet_btagCSVV2); + fChain->SetBranchAddress("SubJet_btagDeepB", SubJet_btagDeepB, &b_SubJet_btagDeepB); + fChain->SetBranchAddress("SubJet_eta", SubJet_eta, &b_SubJet_eta); + fChain->SetBranchAddress("SubJet_mass", SubJet_mass, &b_SubJet_mass); + fChain->SetBranchAddress("SubJet_n2b1", SubJet_n2b1, &b_SubJet_n2b1); + fChain->SetBranchAddress("SubJet_n3b1", SubJet_n3b1, &b_SubJet_n3b1); + fChain->SetBranchAddress("SubJet_phi", SubJet_phi, &b_SubJet_phi); + fChain->SetBranchAddress("SubJet_pt", SubJet_pt, &b_SubJet_pt); + fChain->SetBranchAddress("SubJet_rawFactor", SubJet_rawFactor, &b_SubJet_rawFactor); + fChain->SetBranchAddress("SubJet_tau1", SubJet_tau1, &b_SubJet_tau1); + fChain->SetBranchAddress("SubJet_tau2", SubJet_tau2, &b_SubJet_tau2); + fChain->SetBranchAddress("SubJet_tau3", SubJet_tau3, &b_SubJet_tau3); + fChain->SetBranchAddress("SubJet_tau4", SubJet_tau4, &b_SubJet_tau4); + fChain->SetBranchAddress("nTau", &nTau, &b_nTau); + fChain->SetBranchAddress("Tau_chargedIso", Tau_chargedIso, &b_Tau_chargedIso); + fChain->SetBranchAddress("Tau_dxy", Tau_dxy, &b_Tau_dxy); + fChain->SetBranchAddress("Tau_dz", Tau_dz, &b_Tau_dz); + fChain->SetBranchAddress("Tau_eta", Tau_eta, &b_Tau_eta); + fChain->SetBranchAddress("Tau_leadTkDeltaEta", Tau_leadTkDeltaEta, &b_Tau_leadTkDeltaEta); + fChain->SetBranchAddress("Tau_leadTkDeltaPhi", Tau_leadTkDeltaPhi, &b_Tau_leadTkDeltaPhi); + fChain->SetBranchAddress("Tau_leadTkPtOverTauPt", Tau_leadTkPtOverTauPt, &b_Tau_leadTkPtOverTauPt); + fChain->SetBranchAddress("Tau_mass", Tau_mass, &b_Tau_mass); + fChain->SetBranchAddress("Tau_neutralIso", Tau_neutralIso, &b_Tau_neutralIso); + fChain->SetBranchAddress("Tau_phi", Tau_phi, &b_Tau_phi); + fChain->SetBranchAddress("Tau_photonsOutsideSignalCone", Tau_photonsOutsideSignalCone, &b_Tau_photonsOutsideSignalCone); + fChain->SetBranchAddress("Tau_pt", Tau_pt, &b_Tau_pt); + fChain->SetBranchAddress("Tau_puCorr", Tau_puCorr, &b_Tau_puCorr); + fChain->SetBranchAddress("Tau_rawDeepTau2017v2p1VSe", Tau_rawDeepTau2017v2p1VSe, &b_Tau_rawDeepTau2017v2p1VSe); + fChain->SetBranchAddress("Tau_rawDeepTau2017v2p1VSjet", Tau_rawDeepTau2017v2p1VSjet, &b_Tau_rawDeepTau2017v2p1VSjet); + fChain->SetBranchAddress("Tau_rawDeepTau2017v2p1VSmu", Tau_rawDeepTau2017v2p1VSmu, &b_Tau_rawDeepTau2017v2p1VSmu); + fChain->SetBranchAddress("Tau_rawIso", Tau_rawIso, &b_Tau_rawIso); + fChain->SetBranchAddress("Tau_rawIsodR03", Tau_rawIsodR03, &b_Tau_rawIsodR03); + fChain->SetBranchAddress("Tau_charge", Tau_charge, &b_Tau_charge); + fChain->SetBranchAddress("Tau_decayMode", Tau_decayMode, &b_Tau_decayMode); + fChain->SetBranchAddress("Tau_jetIdx", Tau_jetIdx, &b_Tau_jetIdx); + fChain->SetBranchAddress("Tau_idAntiEleDeadECal", Tau_idAntiEleDeadECal, &b_Tau_idAntiEleDeadECal); + fChain->SetBranchAddress("Tau_idAntiMu", Tau_idAntiMu, &b_Tau_idAntiMu); + fChain->SetBranchAddress("Tau_idDecayModeOldDMs", Tau_idDecayModeOldDMs, &b_Tau_idDecayModeOldDMs); + fChain->SetBranchAddress("Tau_idDeepTau2017v2p1VSe", Tau_idDeepTau2017v2p1VSe, &b_Tau_idDeepTau2017v2p1VSe); + fChain->SetBranchAddress("Tau_idDeepTau2017v2p1VSjet", Tau_idDeepTau2017v2p1VSjet, &b_Tau_idDeepTau2017v2p1VSjet); + fChain->SetBranchAddress("Tau_idDeepTau2017v2p1VSmu", Tau_idDeepTau2017v2p1VSmu, &b_Tau_idDeepTau2017v2p1VSmu); + fChain->SetBranchAddress("TkMET_phi", &TkMET_phi, &b_TkMET_phi); + fChain->SetBranchAddress("TkMET_pt", &TkMET_pt, &b_TkMET_pt); + fChain->SetBranchAddress("TkMET_sumEt", &TkMET_sumEt, &b_TkMET_sumEt); + fChain->SetBranchAddress("nTrigObj", &nTrigObj, &b_nTrigObj); + fChain->SetBranchAddress("TrigObj_pt", TrigObj_pt, &b_TrigObj_pt); + fChain->SetBranchAddress("TrigObj_eta", TrigObj_eta, &b_TrigObj_eta); + fChain->SetBranchAddress("TrigObj_phi", TrigObj_phi, &b_TrigObj_phi); + fChain->SetBranchAddress("TrigObj_l1pt", TrigObj_l1pt, &b_TrigObj_l1pt); + fChain->SetBranchAddress("TrigObj_l1pt_2", TrigObj_l1pt_2, &b_TrigObj_l1pt_2); + fChain->SetBranchAddress("TrigObj_l2pt", TrigObj_l2pt, &b_TrigObj_l2pt); + fChain->SetBranchAddress("TrigObj_id", TrigObj_id, &b_TrigObj_id); + fChain->SetBranchAddress("TrigObj_l1iso", TrigObj_l1iso, &b_TrigObj_l1iso); + fChain->SetBranchAddress("TrigObj_l1charge", TrigObj_l1charge, &b_TrigObj_l1charge); + fChain->SetBranchAddress("TrigObj_filterBits", TrigObj_filterBits, &b_TrigObj_filterBits); + fChain->SetBranchAddress("nOtherPV", &nOtherPV, &b_nOtherPV); + fChain->SetBranchAddress("OtherPV_z", OtherPV_z, &b_OtherPV_z); + fChain->SetBranchAddress("PV_ndof", &PV_ndof, &b_PV_ndof); + fChain->SetBranchAddress("PV_x", &PV_x, &b_PV_x); + fChain->SetBranchAddress("PV_y", &PV_y, &b_PV_y); + fChain->SetBranchAddress("PV_z", &PV_z, &b_PV_z); + fChain->SetBranchAddress("PV_chi2", &PV_chi2, &b_PV_chi2); + fChain->SetBranchAddress("PV_score", &PV_score, &b_PV_score); + fChain->SetBranchAddress("PV_npvs", &PV_npvs, &b_PV_npvs); + fChain->SetBranchAddress("PV_npvsGood", &PV_npvsGood, &b_PV_npvsGood); + fChain->SetBranchAddress("nSV", &nSV, &b_nSV); + fChain->SetBranchAddress("SV_dlen", SV_dlen, &b_SV_dlen); + fChain->SetBranchAddress("SV_dlenSig", SV_dlenSig, &b_SV_dlenSig); + fChain->SetBranchAddress("SV_dxy", SV_dxy, &b_SV_dxy); + fChain->SetBranchAddress("SV_dxySig", SV_dxySig, &b_SV_dxySig); + fChain->SetBranchAddress("SV_pAngle", SV_pAngle, &b_SV_pAngle); + fChain->SetBranchAddress("SV_charge", SV_charge, &b_SV_charge); + fChain->SetBranchAddress("Electron_cleanmask", Electron_cleanmask, &b_Electron_cleanmask); + fChain->SetBranchAddress("Jet_cleanmask", Jet_cleanmask, &b_Jet_cleanmask); + fChain->SetBranchAddress("Muon_cleanmask", Muon_cleanmask, &b_Muon_cleanmask); + fChain->SetBranchAddress("Photon_cleanmask", Photon_cleanmask, &b_Photon_cleanmask); + fChain->SetBranchAddress("Tau_cleanmask", Tau_cleanmask, &b_Tau_cleanmask); + fChain->SetBranchAddress("SV_chi2", SV_chi2, &b_SV_chi2); + fChain->SetBranchAddress("SV_eta", SV_eta, &b_SV_eta); + fChain->SetBranchAddress("SV_mass", SV_mass, &b_SV_mass); + fChain->SetBranchAddress("SV_ndof", SV_ndof, &b_SV_ndof); + fChain->SetBranchAddress("SV_phi", SV_phi, &b_SV_phi); + fChain->SetBranchAddress("SV_pt", SV_pt, &b_SV_pt); + fChain->SetBranchAddress("SV_x", SV_x, &b_SV_x); + fChain->SetBranchAddress("SV_y", SV_y, &b_SV_y); + fChain->SetBranchAddress("SV_z", SV_z, &b_SV_z); + fChain->SetBranchAddress("SV_ntracks", SV_ntracks, &b_SV_ntracks); + fChain->SetBranchAddress("L1_AlwaysTrue", &L1_AlwaysTrue, &b_L1_AlwaysTrue); + fChain->SetBranchAddress("L1_BPTX_AND_Ref1_VME", &L1_BPTX_AND_Ref1_VME, &b_L1_BPTX_AND_Ref1_VME); + fChain->SetBranchAddress("L1_BPTX_AND_Ref3_VME", &L1_BPTX_AND_Ref3_VME, &b_L1_BPTX_AND_Ref3_VME); + fChain->SetBranchAddress("L1_BPTX_AND_Ref4_VME", &L1_BPTX_AND_Ref4_VME, &b_L1_BPTX_AND_Ref4_VME); + fChain->SetBranchAddress("L1_BPTX_BeamGas_B1_VME", &L1_BPTX_BeamGas_B1_VME, &b_L1_BPTX_BeamGas_B1_VME); + fChain->SetBranchAddress("L1_BPTX_BeamGas_B2_VME", &L1_BPTX_BeamGas_B2_VME, &b_L1_BPTX_BeamGas_B2_VME); + fChain->SetBranchAddress("L1_BPTX_BeamGas_Ref1_VME", &L1_BPTX_BeamGas_Ref1_VME, &b_L1_BPTX_BeamGas_Ref1_VME); + fChain->SetBranchAddress("L1_BPTX_BeamGas_Ref2_VME", &L1_BPTX_BeamGas_Ref2_VME, &b_L1_BPTX_BeamGas_Ref2_VME); + fChain->SetBranchAddress("L1_BPTX_NotOR_VME", &L1_BPTX_NotOR_VME, &b_L1_BPTX_NotOR_VME); + fChain->SetBranchAddress("L1_BPTX_OR_Ref3_VME", &L1_BPTX_OR_Ref3_VME, &b_L1_BPTX_OR_Ref3_VME); + fChain->SetBranchAddress("L1_BPTX_OR_Ref4_VME", &L1_BPTX_OR_Ref4_VME, &b_L1_BPTX_OR_Ref4_VME); + fChain->SetBranchAddress("L1_BPTX_RefAND_VME", &L1_BPTX_RefAND_VME, &b_L1_BPTX_RefAND_VME); + fChain->SetBranchAddress("L1_BptxMinus", &L1_BptxMinus, &b_L1_BptxMinus); + fChain->SetBranchAddress("L1_BptxOR", &L1_BptxOR, &b_L1_BptxOR); + fChain->SetBranchAddress("L1_BptxPlus", &L1_BptxPlus, &b_L1_BptxPlus); + fChain->SetBranchAddress("L1_BptxXOR", &L1_BptxXOR, &b_L1_BptxXOR); + fChain->SetBranchAddress("L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", &L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142, &b_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142); + fChain->SetBranchAddress("L1_DoubleEG6_HTT240er", &L1_DoubleEG6_HTT240er, &b_L1_DoubleEG6_HTT240er); + fChain->SetBranchAddress("L1_DoubleEG6_HTT250er", &L1_DoubleEG6_HTT250er, &b_L1_DoubleEG6_HTT250er); + fChain->SetBranchAddress("L1_DoubleEG6_HTT255er", &L1_DoubleEG6_HTT255er, &b_L1_DoubleEG6_HTT255er); + fChain->SetBranchAddress("L1_DoubleEG6_HTT270er", &L1_DoubleEG6_HTT270er, &b_L1_DoubleEG6_HTT270er); + fChain->SetBranchAddress("L1_DoubleEG6_HTT300er", &L1_DoubleEG6_HTT300er, &b_L1_DoubleEG6_HTT300er); + fChain->SetBranchAddress("L1_DoubleEG8er2p6_HTT255er", &L1_DoubleEG8er2p6_HTT255er, &b_L1_DoubleEG8er2p6_HTT255er); + fChain->SetBranchAddress("L1_DoubleEG8er2p6_HTT270er", &L1_DoubleEG8er2p6_HTT270er, &b_L1_DoubleEG8er2p6_HTT270er); + fChain->SetBranchAddress("L1_DoubleEG8er2p6_HTT300er", &L1_DoubleEG8er2p6_HTT300er, &b_L1_DoubleEG8er2p6_HTT300er); + fChain->SetBranchAddress("L1_DoubleEG_22_10", &L1_DoubleEG_22_10, &b_L1_DoubleEG_22_10); + fChain->SetBranchAddress("L1_DoubleEG_25_12", &L1_DoubleEG_25_12, &b_L1_DoubleEG_25_12); + fChain->SetBranchAddress("L1_DoubleEG_25_14", &L1_DoubleEG_25_14, &b_L1_DoubleEG_25_14); + fChain->SetBranchAddress("L1_DoubleEG_LooseIso23_10", &L1_DoubleEG_LooseIso23_10, &b_L1_DoubleEG_LooseIso23_10); + fChain->SetBranchAddress("L1_DoubleEG_LooseIso24_10", &L1_DoubleEG_LooseIso24_10, &b_L1_DoubleEG_LooseIso24_10); + fChain->SetBranchAddress("L1_DoubleIsoTau32er2p1", &L1_DoubleIsoTau32er2p1, &b_L1_DoubleIsoTau32er2p1); + fChain->SetBranchAddress("L1_DoubleIsoTau34er2p1", &L1_DoubleIsoTau34er2p1, &b_L1_DoubleIsoTau34er2p1); + fChain->SetBranchAddress("L1_DoubleIsoTau36er2p1", &L1_DoubleIsoTau36er2p1, &b_L1_DoubleIsoTau36er2p1); + fChain->SetBranchAddress("L1_DoubleJet100er2p3_dEta_Max1p6", &L1_DoubleJet100er2p3_dEta_Max1p6, &b_L1_DoubleJet100er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_DoubleJet100er2p7", &L1_DoubleJet100er2p7, &b_L1_DoubleJet100er2p7); + fChain->SetBranchAddress("L1_DoubleJet112er2p3_dEta_Max1p6", &L1_DoubleJet112er2p3_dEta_Max1p6, &b_L1_DoubleJet112er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_DoubleJet112er2p7", &L1_DoubleJet112er2p7, &b_L1_DoubleJet112er2p7); + fChain->SetBranchAddress("L1_DoubleJet120er2p7", &L1_DoubleJet120er2p7, &b_L1_DoubleJet120er2p7); + fChain->SetBranchAddress("L1_DoubleJet150er2p7", &L1_DoubleJet150er2p7, &b_L1_DoubleJet150er2p7); + fChain->SetBranchAddress("L1_DoubleJet30_Mass_Min300_dEta_Max1p5", &L1_DoubleJet30_Mass_Min300_dEta_Max1p5, &b_L1_DoubleJet30_Mass_Min300_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet30_Mass_Min320_dEta_Max1p5", &L1_DoubleJet30_Mass_Min320_dEta_Max1p5, &b_L1_DoubleJet30_Mass_Min320_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet30_Mass_Min340_dEta_Max1p5", &L1_DoubleJet30_Mass_Min340_dEta_Max1p5, &b_L1_DoubleJet30_Mass_Min340_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet30_Mass_Min360_dEta_Max1p5", &L1_DoubleJet30_Mass_Min360_dEta_Max1p5, &b_L1_DoubleJet30_Mass_Min360_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet30_Mass_Min380_dEta_Max1p5", &L1_DoubleJet30_Mass_Min380_dEta_Max1p5, &b_L1_DoubleJet30_Mass_Min380_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet30_Mass_Min400_dEta_Max1p5", &L1_DoubleJet30_Mass_Min400_dEta_Max1p5, &b_L1_DoubleJet30_Mass_Min400_dEta_Max1p5); + fChain->SetBranchAddress("L1_DoubleJet35_rmovlp_IsoTau45_Mass_Min450", &L1_DoubleJet35_rmovlp_IsoTau45_Mass_Min450, &b_L1_DoubleJet35_rmovlp_IsoTau45_Mass_Min450); + fChain->SetBranchAddress("L1_DoubleJet40er2p7", &L1_DoubleJet40er2p7, &b_L1_DoubleJet40er2p7); + fChain->SetBranchAddress("L1_DoubleJet50er2p7", &L1_DoubleJet50er2p7, &b_L1_DoubleJet50er2p7); + fChain->SetBranchAddress("L1_DoubleJet60er2p7", &L1_DoubleJet60er2p7, &b_L1_DoubleJet60er2p7); + fChain->SetBranchAddress("L1_DoubleJet60er2p7_ETM100", &L1_DoubleJet60er2p7_ETM100, &b_L1_DoubleJet60er2p7_ETM100); + fChain->SetBranchAddress("L1_DoubleJet60er2p7_ETM60", &L1_DoubleJet60er2p7_ETM60, &b_L1_DoubleJet60er2p7_ETM60); + fChain->SetBranchAddress("L1_DoubleJet60er2p7_ETM70", &L1_DoubleJet60er2p7_ETM70, &b_L1_DoubleJet60er2p7_ETM70); + fChain->SetBranchAddress("L1_DoubleJet60er2p7_ETM80", &L1_DoubleJet60er2p7_ETM80, &b_L1_DoubleJet60er2p7_ETM80); + fChain->SetBranchAddress("L1_DoubleJet60er2p7_ETM90", &L1_DoubleJet60er2p7_ETM90, &b_L1_DoubleJet60er2p7_ETM90); + fChain->SetBranchAddress("L1_DoubleJet80er2p7", &L1_DoubleJet80er2p7, &b_L1_DoubleJet80er2p7); + fChain->SetBranchAddress("L1_DoubleJet_100_30_DoubleJet30_Mass_Min620", &L1_DoubleJet_100_30_DoubleJet30_Mass_Min620, &b_L1_DoubleJet_100_30_DoubleJet30_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleJet_100_35_DoubleJet35_Mass_Min620", &L1_DoubleJet_100_35_DoubleJet35_Mass_Min620, &b_L1_DoubleJet_100_35_DoubleJet35_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleJet_110_35_DoubleJet35_Mass_Min620", &L1_DoubleJet_110_35_DoubleJet35_Mass_Min620, &b_L1_DoubleJet_110_35_DoubleJet35_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleJet_110_40_DoubleJet40_Mass_Min620", &L1_DoubleJet_110_40_DoubleJet40_Mass_Min620, &b_L1_DoubleJet_110_40_DoubleJet40_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleJet_115_35_DoubleJet35_Mass_Min620", &L1_DoubleJet_115_35_DoubleJet35_Mass_Min620, &b_L1_DoubleJet_115_35_DoubleJet35_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleJet_115_40_DoubleJet40_Mass_Min620", &L1_DoubleJet_115_40_DoubleJet40_Mass_Min620, &b_L1_DoubleJet_115_40_DoubleJet40_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleJet_90_30_DoubleJet30_Mass_Min620", &L1_DoubleJet_90_30_DoubleJet30_Mass_Min620, &b_L1_DoubleJet_90_30_DoubleJet30_Mass_Min620); + fChain->SetBranchAddress("L1_DoubleLooseIsoEG22er2p1", &L1_DoubleLooseIsoEG22er2p1, &b_L1_DoubleLooseIsoEG22er2p1); + fChain->SetBranchAddress("L1_DoubleLooseIsoEG24er2p1", &L1_DoubleLooseIsoEG24er2p1, &b_L1_DoubleLooseIsoEG24er2p1); + fChain->SetBranchAddress("L1_DoubleMu0", &L1_DoubleMu0, &b_L1_DoubleMu0); + fChain->SetBranchAddress("L1_DoubleMu0_SQ", &L1_DoubleMu0_SQ, &b_L1_DoubleMu0_SQ); + fChain->SetBranchAddress("L1_DoubleMu0_SQ_OS", &L1_DoubleMu0_SQ_OS, &b_L1_DoubleMu0_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4", &L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4, &b_L1_DoubleMu0er1p4_SQ_OS_dR_Max1p4); + fChain->SetBranchAddress("L1_DoubleMu0er1p4_dEta_Max1p8_OS", &L1_DoubleMu0er1p4_dEta_Max1p8_OS, &b_L1_DoubleMu0er1p4_dEta_Max1p8_OS); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ_OS", &L1_DoubleMu0er1p5_SQ_OS, &b_L1_DoubleMu0er1p5_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4", &L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4, &b_L1_DoubleMu0er1p5_SQ_OS_dR_Max1p4); + fChain->SetBranchAddress("L1_DoubleMu0er1p5_SQ_dR_Max1p4", &L1_DoubleMu0er1p5_SQ_dR_Max1p4, &b_L1_DoubleMu0er1p5_SQ_dR_Max1p4); + fChain->SetBranchAddress("L1_DoubleMu0er2_SQ_dR_Max1p4", &L1_DoubleMu0er2_SQ_dR_Max1p4, &b_L1_DoubleMu0er2_SQ_dR_Max1p4); + fChain->SetBranchAddress("L1_DoubleMu18er2p1", &L1_DoubleMu18er2p1, &b_L1_DoubleMu18er2p1); + fChain->SetBranchAddress("L1_DoubleMu22er2p1", &L1_DoubleMu22er2p1, &b_L1_DoubleMu22er2p1); + fChain->SetBranchAddress("L1_DoubleMu3_OS_DoubleEG7p5Upsilon", &L1_DoubleMu3_OS_DoubleEG7p5Upsilon, &b_L1_DoubleMu3_OS_DoubleEG7p5Upsilon); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF40_Jet60_OR_DoubleJet30", &L1_DoubleMu3_SQ_ETMHF40_Jet60_OR_DoubleJet30, &b_L1_DoubleMu3_SQ_ETMHF40_Jet60_OR_DoubleJet30); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF50_Jet60_OR_DoubleJet30", &L1_DoubleMu3_SQ_ETMHF50_Jet60_OR_DoubleJet30, &b_L1_DoubleMu3_SQ_ETMHF50_Jet60_OR_DoubleJet30); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF60_Jet60_OR_DoubleJet30", &L1_DoubleMu3_SQ_ETMHF60_Jet60_OR_DoubleJet30, &b_L1_DoubleMu3_SQ_ETMHF60_Jet60_OR_DoubleJet30); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF70_Jet60_OR_DoubleJet30", &L1_DoubleMu3_SQ_ETMHF70_Jet60_OR_DoubleJet30, &b_L1_DoubleMu3_SQ_ETMHF70_Jet60_OR_DoubleJet30); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_ETMHF80_Jet60_OR_DoubleJet30", &L1_DoubleMu3_SQ_ETMHF80_Jet60_OR_DoubleJet30, &b_L1_DoubleMu3_SQ_ETMHF80_Jet60_OR_DoubleJet30); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT100er", &L1_DoubleMu3_SQ_HTT100er, &b_L1_DoubleMu3_SQ_HTT100er); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT200er", &L1_DoubleMu3_SQ_HTT200er, &b_L1_DoubleMu3_SQ_HTT200er); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT220er", &L1_DoubleMu3_SQ_HTT220er, &b_L1_DoubleMu3_SQ_HTT220er); + fChain->SetBranchAddress("L1_DoubleMu3_SQ_HTT240er", &L1_DoubleMu3_SQ_HTT240er, &b_L1_DoubleMu3_SQ_HTT240er); + fChain->SetBranchAddress("L1_DoubleMu4_OS_EG12", &L1_DoubleMu4_OS_EG12, &b_L1_DoubleMu4_OS_EG12); + fChain->SetBranchAddress("L1_DoubleMu4_SQ_OS", &L1_DoubleMu4_SQ_OS, &b_L1_DoubleMu4_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu4_SQ_OS_dR_Max1p2", &L1_DoubleMu4_SQ_OS_dR_Max1p2, &b_L1_DoubleMu4_SQ_OS_dR_Max1p2); + fChain->SetBranchAddress("L1_DoubleMu4p5_SQ", &L1_DoubleMu4p5_SQ, &b_L1_DoubleMu4p5_SQ); + fChain->SetBranchAddress("L1_DoubleMu4p5_SQ_OS", &L1_DoubleMu4p5_SQ_OS, &b_L1_DoubleMu4p5_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu4p5_SQ_OS_dR_Max1p2", &L1_DoubleMu4p5_SQ_OS_dR_Max1p2, &b_L1_DoubleMu4p5_SQ_OS_dR_Max1p2); + fChain->SetBranchAddress("L1_DoubleMu4p5er2p0_SQ_OS", &L1_DoubleMu4p5er2p0_SQ_OS, &b_L1_DoubleMu4p5er2p0_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18", &L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18, &b_L1_DoubleMu4p5er2p0_SQ_OS_Mass7to18); + fChain->SetBranchAddress("L1_DoubleMu5Upsilon_OS_DoubleEG3", &L1_DoubleMu5Upsilon_OS_DoubleEG3, &b_L1_DoubleMu5Upsilon_OS_DoubleEG3); + fChain->SetBranchAddress("L1_DoubleMu5_OS_EG12", &L1_DoubleMu5_OS_EG12, &b_L1_DoubleMu5_OS_EG12); + fChain->SetBranchAddress("L1_DoubleMu5_SQ_OS", &L1_DoubleMu5_SQ_OS, &b_L1_DoubleMu5_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu5_SQ_OS_Mass7to18", &L1_DoubleMu5_SQ_OS_Mass7to18, &b_L1_DoubleMu5_SQ_OS_Mass7to18); + fChain->SetBranchAddress("L1_DoubleMu6_SQ_OS", &L1_DoubleMu6_SQ_OS, &b_L1_DoubleMu6_SQ_OS); + fChain->SetBranchAddress("L1_DoubleMu7_EG7", &L1_DoubleMu7_EG7, &b_L1_DoubleMu7_EG7); + fChain->SetBranchAddress("L1_DoubleMu7_SQ_EG7", &L1_DoubleMu7_SQ_EG7, &b_L1_DoubleMu7_SQ_EG7); + fChain->SetBranchAddress("L1_DoubleMu8_SQ", &L1_DoubleMu8_SQ, &b_L1_DoubleMu8_SQ); + fChain->SetBranchAddress("L1_DoubleMu_10_0_dEta_Max1p8", &L1_DoubleMu_10_0_dEta_Max1p8, &b_L1_DoubleMu_10_0_dEta_Max1p8); + fChain->SetBranchAddress("L1_DoubleMu_12_5", &L1_DoubleMu_12_5, &b_L1_DoubleMu_12_5); + fChain->SetBranchAddress("L1_DoubleMu_15_5_SQ", &L1_DoubleMu_15_5_SQ, &b_L1_DoubleMu_15_5_SQ); + fChain->SetBranchAddress("L1_DoubleMu_15_7", &L1_DoubleMu_15_7, &b_L1_DoubleMu_15_7); + fChain->SetBranchAddress("L1_DoubleMu_20_2_SQ_Mass_Max20", &L1_DoubleMu_20_2_SQ_Mass_Max20, &b_L1_DoubleMu_20_2_SQ_Mass_Max20); + fChain->SetBranchAddress("L1_DoubleTau70er2p1", &L1_DoubleTau70er2p1, &b_L1_DoubleTau70er2p1); + fChain->SetBranchAddress("L1_EG25er2p1_HTT125er", &L1_EG25er2p1_HTT125er, &b_L1_EG25er2p1_HTT125er); + fChain->SetBranchAddress("L1_EG27er2p1_HTT200er", &L1_EG27er2p1_HTT200er, &b_L1_EG27er2p1_HTT200er); + fChain->SetBranchAddress("L1_EG40er2p1_Tau20er2p1_dR_Min0p3", &L1_EG40er2p1_Tau20er2p1_dR_Min0p3, &b_L1_EG40er2p1_Tau20er2p1_dR_Min0p3); + fChain->SetBranchAddress("L1_ETM100", &L1_ETM100, &b_L1_ETM100); + fChain->SetBranchAddress("L1_ETM100_Jet60_dPhi_Min0p4", &L1_ETM100_Jet60_dPhi_Min0p4, &b_L1_ETM100_Jet60_dPhi_Min0p4); + fChain->SetBranchAddress("L1_ETM105", &L1_ETM105, &b_L1_ETM105); + fChain->SetBranchAddress("L1_ETM110", &L1_ETM110, &b_L1_ETM110); + fChain->SetBranchAddress("L1_ETM110_Jet60_dPhi_Min0p4", &L1_ETM110_Jet60_dPhi_Min0p4, &b_L1_ETM110_Jet60_dPhi_Min0p4); + fChain->SetBranchAddress("L1_ETM115", &L1_ETM115, &b_L1_ETM115); + fChain->SetBranchAddress("L1_ETM120", &L1_ETM120, &b_L1_ETM120); + fChain->SetBranchAddress("L1_ETM150", &L1_ETM150, &b_L1_ETM150); + fChain->SetBranchAddress("L1_ETM30", &L1_ETM30, &b_L1_ETM30); + fChain->SetBranchAddress("L1_ETM40", &L1_ETM40, &b_L1_ETM40); + fChain->SetBranchAddress("L1_ETM50", &L1_ETM50, &b_L1_ETM50); + fChain->SetBranchAddress("L1_ETM60", &L1_ETM60, &b_L1_ETM60); + fChain->SetBranchAddress("L1_ETM70", &L1_ETM70, &b_L1_ETM70); + fChain->SetBranchAddress("L1_ETM75", &L1_ETM75, &b_L1_ETM75); + fChain->SetBranchAddress("L1_ETM75_Jet60_dPhi_Min0p4", &L1_ETM75_Jet60_dPhi_Min0p4, &b_L1_ETM75_Jet60_dPhi_Min0p4); + fChain->SetBranchAddress("L1_ETM80", &L1_ETM80, &b_L1_ETM80); + fChain->SetBranchAddress("L1_ETM80_Jet60_dPhi_Min0p4", &L1_ETM80_Jet60_dPhi_Min0p4, &b_L1_ETM80_Jet60_dPhi_Min0p4); + fChain->SetBranchAddress("L1_ETM85", &L1_ETM85, &b_L1_ETM85); + fChain->SetBranchAddress("L1_ETM90", &L1_ETM90, &b_L1_ETM90); + fChain->SetBranchAddress("L1_ETM90_Jet60_dPhi_Min0p4", &L1_ETM90_Jet60_dPhi_Min0p4, &b_L1_ETM90_Jet60_dPhi_Min0p4); + fChain->SetBranchAddress("L1_ETM95", &L1_ETM95, &b_L1_ETM95); + fChain->SetBranchAddress("L1_ETMHF100", &L1_ETMHF100, &b_L1_ETMHF100); + fChain->SetBranchAddress("L1_ETMHF100_HTT60er", &L1_ETMHF100_HTT60er, &b_L1_ETMHF100_HTT60er); + fChain->SetBranchAddress("L1_ETMHF100_Jet60_OR_DiJet30woTT28", &L1_ETMHF100_Jet60_OR_DiJet30woTT28, &b_L1_ETMHF100_Jet60_OR_DiJet30woTT28); + fChain->SetBranchAddress("L1_ETMHF100_Jet60_OR_DoubleJet30", &L1_ETMHF100_Jet60_OR_DoubleJet30, &b_L1_ETMHF100_Jet60_OR_DoubleJet30); + fChain->SetBranchAddress("L1_ETMHF100_Jet90_OR_DoubleJet45_OR_TripleJet30", &L1_ETMHF100_Jet90_OR_DoubleJet45_OR_TripleJet30, &b_L1_ETMHF100_Jet90_OR_DoubleJet45_OR_TripleJet30); + fChain->SetBranchAddress("L1_ETMHF110", &L1_ETMHF110, &b_L1_ETMHF110); + fChain->SetBranchAddress("L1_ETMHF110_HTT60er", &L1_ETMHF110_HTT60er, &b_L1_ETMHF110_HTT60er); + fChain->SetBranchAddress("L1_ETMHF110_Jet60_OR_DiJet30woTT28", &L1_ETMHF110_Jet60_OR_DiJet30woTT28, &b_L1_ETMHF110_Jet60_OR_DiJet30woTT28); + fChain->SetBranchAddress("L1_ETMHF110_Jet90_OR_DoubleJet45_OR_TripleJet30", &L1_ETMHF110_Jet90_OR_DoubleJet45_OR_TripleJet30, &b_L1_ETMHF110_Jet90_OR_DoubleJet45_OR_TripleJet30); + fChain->SetBranchAddress("L1_ETMHF120", &L1_ETMHF120, &b_L1_ETMHF120); + fChain->SetBranchAddress("L1_ETMHF120_HTT60er", &L1_ETMHF120_HTT60er, &b_L1_ETMHF120_HTT60er); + fChain->SetBranchAddress("L1_ETMHF120_Jet60_OR_DiJet30woTT28", &L1_ETMHF120_Jet60_OR_DiJet30woTT28, &b_L1_ETMHF120_Jet60_OR_DiJet30woTT28); + fChain->SetBranchAddress("L1_ETMHF150", &L1_ETMHF150, &b_L1_ETMHF150); + fChain->SetBranchAddress("L1_ETMHF70", &L1_ETMHF70, &b_L1_ETMHF70); + fChain->SetBranchAddress("L1_ETMHF70_Jet90_OR_DoubleJet45_OR_TripleJet30", &L1_ETMHF70_Jet90_OR_DoubleJet45_OR_TripleJet30, &b_L1_ETMHF70_Jet90_OR_DoubleJet45_OR_TripleJet30); + fChain->SetBranchAddress("L1_ETMHF80", &L1_ETMHF80, &b_L1_ETMHF80); + fChain->SetBranchAddress("L1_ETMHF80_HTT60er", &L1_ETMHF80_HTT60er, &b_L1_ETMHF80_HTT60er); + fChain->SetBranchAddress("L1_ETMHF80_Jet90_OR_DoubleJet45_OR_TripleJet30", &L1_ETMHF80_Jet90_OR_DoubleJet45_OR_TripleJet30, &b_L1_ETMHF80_Jet90_OR_DoubleJet45_OR_TripleJet30); + fChain->SetBranchAddress("L1_ETMHF90", &L1_ETMHF90, &b_L1_ETMHF90); + fChain->SetBranchAddress("L1_ETMHF90_HTT60er", &L1_ETMHF90_HTT60er, &b_L1_ETMHF90_HTT60er); + fChain->SetBranchAddress("L1_ETMHF90_Jet90_OR_DoubleJet45_OR_TripleJet30", &L1_ETMHF90_Jet90_OR_DoubleJet45_OR_TripleJet30, &b_L1_ETMHF90_Jet90_OR_DoubleJet45_OR_TripleJet30); + fChain->SetBranchAddress("L1_ETT100_BptxAND", &L1_ETT100_BptxAND, &b_L1_ETT100_BptxAND); + fChain->SetBranchAddress("L1_ETT110_BptxAND", &L1_ETT110_BptxAND, &b_L1_ETT110_BptxAND); + fChain->SetBranchAddress("L1_ETT40_BptxAND", &L1_ETT40_BptxAND, &b_L1_ETT40_BptxAND); + fChain->SetBranchAddress("L1_ETT50_BptxAND", &L1_ETT50_BptxAND, &b_L1_ETT50_BptxAND); + fChain->SetBranchAddress("L1_ETT60_BptxAND", &L1_ETT60_BptxAND, &b_L1_ETT60_BptxAND); + fChain->SetBranchAddress("L1_ETT70_BptxAND", &L1_ETT70_BptxAND, &b_L1_ETT70_BptxAND); + fChain->SetBranchAddress("L1_ETT75_BptxAND", &L1_ETT75_BptxAND, &b_L1_ETT75_BptxAND); + fChain->SetBranchAddress("L1_ETT80_BptxAND", &L1_ETT80_BptxAND, &b_L1_ETT80_BptxAND); + fChain->SetBranchAddress("L1_ETT85_BptxAND", &L1_ETT85_BptxAND, &b_L1_ETT85_BptxAND); + fChain->SetBranchAddress("L1_ETT90_BptxAND", &L1_ETT90_BptxAND, &b_L1_ETT90_BptxAND); + fChain->SetBranchAddress("L1_ETT95_BptxAND", &L1_ETT95_BptxAND, &b_L1_ETT95_BptxAND); + fChain->SetBranchAddress("L1_FirstBunchAfterTrain", &L1_FirstBunchAfterTrain, &b_L1_FirstBunchAfterTrain); + fChain->SetBranchAddress("L1_FirstBunchInTrain", &L1_FirstBunchInTrain, &b_L1_FirstBunchInTrain); + fChain->SetBranchAddress("L1_FirstCollisionInOrbit", &L1_FirstCollisionInOrbit, &b_L1_FirstCollisionInOrbit); + fChain->SetBranchAddress("L1_FirstCollisionInTrain", &L1_FirstCollisionInTrain, &b_L1_FirstCollisionInTrain); + fChain->SetBranchAddress("L1_HCAL_LaserMon_Trig", &L1_HCAL_LaserMon_Trig, &b_L1_HCAL_LaserMon_Trig); + fChain->SetBranchAddress("L1_HCAL_LaserMon_Veto", &L1_HCAL_LaserMon_Veto, &b_L1_HCAL_LaserMon_Veto); + fChain->SetBranchAddress("L1_HTT120er", &L1_HTT120er, &b_L1_HTT120er); + fChain->SetBranchAddress("L1_HTT160er", &L1_HTT160er, &b_L1_HTT160er); + fChain->SetBranchAddress("L1_HTT200er", &L1_HTT200er, &b_L1_HTT200er); + fChain->SetBranchAddress("L1_HTT220er", &L1_HTT220er, &b_L1_HTT220er); + fChain->SetBranchAddress("L1_HTT240er", &L1_HTT240er, &b_L1_HTT240er); + fChain->SetBranchAddress("L1_HTT255er", &L1_HTT255er, &b_L1_HTT255er); + fChain->SetBranchAddress("L1_HTT270er", &L1_HTT270er, &b_L1_HTT270er); + fChain->SetBranchAddress("L1_HTT280er", &L1_HTT280er, &b_L1_HTT280er); + fChain->SetBranchAddress("L1_HTT280er_QuadJet_70_55_40_35_er2p5", &L1_HTT280er_QuadJet_70_55_40_35_er2p5, &b_L1_HTT280er_QuadJet_70_55_40_35_er2p5); + fChain->SetBranchAddress("L1_HTT300er", &L1_HTT300er, &b_L1_HTT300er); + fChain->SetBranchAddress("L1_HTT300er_QuadJet_70_55_40_35_er2p5", &L1_HTT300er_QuadJet_70_55_40_35_er2p5, &b_L1_HTT300er_QuadJet_70_55_40_35_er2p5); + fChain->SetBranchAddress("L1_HTT320er", &L1_HTT320er, &b_L1_HTT320er); + fChain->SetBranchAddress("L1_HTT320er_QuadJet_70_55_40_40_er2p4", &L1_HTT320er_QuadJet_70_55_40_40_er2p4, &b_L1_HTT320er_QuadJet_70_55_40_40_er2p4); + fChain->SetBranchAddress("L1_HTT320er_QuadJet_70_55_40_40_er2p5", &L1_HTT320er_QuadJet_70_55_40_40_er2p5, &b_L1_HTT320er_QuadJet_70_55_40_40_er2p5); + fChain->SetBranchAddress("L1_HTT320er_QuadJet_70_55_45_45_er2p5", &L1_HTT320er_QuadJet_70_55_45_45_er2p5, &b_L1_HTT320er_QuadJet_70_55_45_45_er2p5); + fChain->SetBranchAddress("L1_HTT340er", &L1_HTT340er, &b_L1_HTT340er); + fChain->SetBranchAddress("L1_HTT340er_QuadJet_70_55_40_40_er2p5", &L1_HTT340er_QuadJet_70_55_40_40_er2p5, &b_L1_HTT340er_QuadJet_70_55_40_40_er2p5); + fChain->SetBranchAddress("L1_HTT340er_QuadJet_70_55_45_45_er2p5", &L1_HTT340er_QuadJet_70_55_45_45_er2p5, &b_L1_HTT340er_QuadJet_70_55_45_45_er2p5); + fChain->SetBranchAddress("L1_HTT380er", &L1_HTT380er, &b_L1_HTT380er); + fChain->SetBranchAddress("L1_HTT400er", &L1_HTT400er, &b_L1_HTT400er); + fChain->SetBranchAddress("L1_HTT450er", &L1_HTT450er, &b_L1_HTT450er); + fChain->SetBranchAddress("L1_HTT500er", &L1_HTT500er, &b_L1_HTT500er); + fChain->SetBranchAddress("L1_IsoEG33_Mt40", &L1_IsoEG33_Mt40, &b_L1_IsoEG33_Mt40); + fChain->SetBranchAddress("L1_IsoEG33_Mt44", &L1_IsoEG33_Mt44, &b_L1_IsoEG33_Mt44); + fChain->SetBranchAddress("L1_IsoEG33_Mt48", &L1_IsoEG33_Mt48, &b_L1_IsoEG33_Mt48); + fChain->SetBranchAddress("L1_IsoTau40er_ETMHF100", &L1_IsoTau40er_ETMHF100, &b_L1_IsoTau40er_ETMHF100); + fChain->SetBranchAddress("L1_IsoTau40er_ETMHF110", &L1_IsoTau40er_ETMHF110, &b_L1_IsoTau40er_ETMHF110); + fChain->SetBranchAddress("L1_IsoTau40er_ETMHF120", &L1_IsoTau40er_ETMHF120, &b_L1_IsoTau40er_ETMHF120); + fChain->SetBranchAddress("L1_IsoTau40er_ETMHF90", &L1_IsoTau40er_ETMHF90, &b_L1_IsoTau40er_ETMHF90); + fChain->SetBranchAddress("L1_IsolatedBunch", &L1_IsolatedBunch, &b_L1_IsolatedBunch); + fChain->SetBranchAddress("L1_LastCollisionInTrain", &L1_LastCollisionInTrain, &b_L1_LastCollisionInTrain); + fChain->SetBranchAddress("L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3", &L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3, &b_L1_LooseIsoEG22er2p1_IsoTau26er2p1_dR_Min0p3); + fChain->SetBranchAddress("L1_LooseIsoEG24er2p1_HTT100er", &L1_LooseIsoEG24er2p1_HTT100er, &b_L1_LooseIsoEG24er2p1_HTT100er); + fChain->SetBranchAddress("L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3", &L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3, &b_L1_LooseIsoEG24er2p1_IsoTau27er2p1_dR_Min0p3); + fChain->SetBranchAddress("L1_LooseIsoEG24er2p1_Jet26er2p7_dR_Min0p3", &L1_LooseIsoEG24er2p1_Jet26er2p7_dR_Min0p3, &b_L1_LooseIsoEG24er2p1_Jet26er2p7_dR_Min0p3); + fChain->SetBranchAddress("L1_LooseIsoEG24er2p1_TripleJet_26er2p7_26_26er2p7", &L1_LooseIsoEG24er2p1_TripleJet_26er2p7_26_26er2p7, &b_L1_LooseIsoEG24er2p1_TripleJet_26er2p7_26_26er2p7); + fChain->SetBranchAddress("L1_LooseIsoEG26er2p1_HTT100er", &L1_LooseIsoEG26er2p1_HTT100er, &b_L1_LooseIsoEG26er2p1_HTT100er); + fChain->SetBranchAddress("L1_LooseIsoEG26er2p1_Jet34er2p7_dR_Min0p3", &L1_LooseIsoEG26er2p1_Jet34er2p7_dR_Min0p3, &b_L1_LooseIsoEG26er2p1_Jet34er2p7_dR_Min0p3); + fChain->SetBranchAddress("L1_LooseIsoEG28er2p1_HTT100er", &L1_LooseIsoEG28er2p1_HTT100er, &b_L1_LooseIsoEG28er2p1_HTT100er); + fChain->SetBranchAddress("L1_LooseIsoEG28er2p1_Jet34er2p7_dR_Min0p3", &L1_LooseIsoEG28er2p1_Jet34er2p7_dR_Min0p3, &b_L1_LooseIsoEG28er2p1_Jet34er2p7_dR_Min0p3); + fChain->SetBranchAddress("L1_LooseIsoEG30er2p1_Jet34er2p7_dR_Min0p3", &L1_LooseIsoEG30er2p1_Jet34er2p7_dR_Min0p3, &b_L1_LooseIsoEG30er2p1_Jet34er2p7_dR_Min0p3); + fChain->SetBranchAddress("L1_MU20_EG15", &L1_MU20_EG15, &b_L1_MU20_EG15); + fChain->SetBranchAddress("L1_MinimumBiasHF0_AND_BptxAND", &L1_MinimumBiasHF0_AND_BptxAND, &b_L1_MinimumBiasHF0_AND_BptxAND); + fChain->SetBranchAddress("L1_MinimumBiasHF0_OR_BptxAND", &L1_MinimumBiasHF0_OR_BptxAND, &b_L1_MinimumBiasHF0_OR_BptxAND); + fChain->SetBranchAddress("L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6", &L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6, &b_L1_Mu10er2p3_Jet32er2p3_dR_Max0p4_DoubleJet32er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_Mu12_EG10", &L1_Mu12_EG10, &b_L1_Mu12_EG10); + fChain->SetBranchAddress("L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6", &L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6, &b_L1_Mu12er2p3_Jet40er2p3_dR_Max0p4_DoubleJet40er2p3_dEta_Max1p6); + fChain->SetBranchAddress("L1_Mu18er2p1_Tau24er2p1", &L1_Mu18er2p1_Tau24er2p1, &b_L1_Mu18er2p1_Tau24er2p1); + fChain->SetBranchAddress("L1_Mu20_EG10", &L1_Mu20_EG10, &b_L1_Mu20_EG10); + fChain->SetBranchAddress("L1_Mu20_EG17", &L1_Mu20_EG17, &b_L1_Mu20_EG17); + fChain->SetBranchAddress("L1_Mu20_LooseIsoEG6", &L1_Mu20_LooseIsoEG6, &b_L1_Mu20_LooseIsoEG6); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau32er2p1", &L1_Mu22er2p1_IsoTau32er2p1, &b_L1_Mu22er2p1_IsoTau32er2p1); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau34er2p1", &L1_Mu22er2p1_IsoTau34er2p1, &b_L1_Mu22er2p1_IsoTau34er2p1); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau36er2p1", &L1_Mu22er2p1_IsoTau36er2p1, &b_L1_Mu22er2p1_IsoTau36er2p1); + fChain->SetBranchAddress("L1_Mu22er2p1_IsoTau40er2p1", &L1_Mu22er2p1_IsoTau40er2p1, &b_L1_Mu22er2p1_IsoTau40er2p1); + fChain->SetBranchAddress("L1_Mu22er2p1_Tau70er2p1", &L1_Mu22er2p1_Tau70er2p1, &b_L1_Mu22er2p1_Tau70er2p1); + fChain->SetBranchAddress("L1_Mu23_EG10", &L1_Mu23_EG10, &b_L1_Mu23_EG10); + fChain->SetBranchAddress("L1_Mu23_LooseIsoEG10", &L1_Mu23_LooseIsoEG10, &b_L1_Mu23_LooseIsoEG10); + fChain->SetBranchAddress("L1_Mu3_Jet120er2p7_dEta_Max0p4_dPhi_Max0p4", &L1_Mu3_Jet120er2p7_dEta_Max0p4_dPhi_Max0p4, &b_L1_Mu3_Jet120er2p7_dEta_Max0p4_dPhi_Max0p4); + fChain->SetBranchAddress("L1_Mu3_Jet16er2p7_dEta_Max0p4_dPhi_Max0p4", &L1_Mu3_Jet16er2p7_dEta_Max0p4_dPhi_Max0p4, &b_L1_Mu3_Jet16er2p7_dEta_Max0p4_dPhi_Max0p4); + fChain->SetBranchAddress("L1_Mu3_Jet30er2p5", &L1_Mu3_Jet30er2p5, &b_L1_Mu3_Jet30er2p5); + fChain->SetBranchAddress("L1_Mu3_Jet60er2p7_dEta_Max0p4_dPhi_Max0p4", &L1_Mu3_Jet60er2p7_dEta_Max0p4_dPhi_Max0p4, &b_L1_Mu3_Jet60er2p7_dEta_Max0p4_dPhi_Max0p4); + fChain->SetBranchAddress("L1_Mu5_EG15", &L1_Mu5_EG15, &b_L1_Mu5_EG15); + fChain->SetBranchAddress("L1_Mu5_EG20", &L1_Mu5_EG20, &b_L1_Mu5_EG20); + fChain->SetBranchAddress("L1_Mu5_EG23", &L1_Mu5_EG23, &b_L1_Mu5_EG23); + fChain->SetBranchAddress("L1_Mu5_LooseIsoEG18", &L1_Mu5_LooseIsoEG18, &b_L1_Mu5_LooseIsoEG18); + fChain->SetBranchAddress("L1_Mu5_LooseIsoEG20", &L1_Mu5_LooseIsoEG20, &b_L1_Mu5_LooseIsoEG20); + fChain->SetBranchAddress("L1_Mu6_DoubleEG10", &L1_Mu6_DoubleEG10, &b_L1_Mu6_DoubleEG10); + fChain->SetBranchAddress("L1_Mu6_DoubleEG17", &L1_Mu6_DoubleEG17, &b_L1_Mu6_DoubleEG17); + fChain->SetBranchAddress("L1_Mu6_HTT240er", &L1_Mu6_HTT240er, &b_L1_Mu6_HTT240er); + fChain->SetBranchAddress("L1_Mu6_HTT250er", &L1_Mu6_HTT250er, &b_L1_Mu6_HTT250er); + fChain->SetBranchAddress("L1_Mu7_EG23", &L1_Mu7_EG23, &b_L1_Mu7_EG23); + fChain->SetBranchAddress("L1_Mu7_LooseIsoEG20", &L1_Mu7_LooseIsoEG20, &b_L1_Mu7_LooseIsoEG20); + fChain->SetBranchAddress("L1_Mu7_LooseIsoEG23", &L1_Mu7_LooseIsoEG23, &b_L1_Mu7_LooseIsoEG23); + fChain->SetBranchAddress("L1_NotBptxOR", &L1_NotBptxOR, &b_L1_NotBptxOR); + fChain->SetBranchAddress("L1_QuadJet36er2p7_IsoTau52er2p1", &L1_QuadJet36er2p7_IsoTau52er2p1, &b_L1_QuadJet36er2p7_IsoTau52er2p1); + fChain->SetBranchAddress("L1_QuadJet40er2p7", &L1_QuadJet40er2p7, &b_L1_QuadJet40er2p7); + fChain->SetBranchAddress("L1_QuadJet50er2p7", &L1_QuadJet50er2p7, &b_L1_QuadJet50er2p7); + fChain->SetBranchAddress("L1_QuadJet60er2p7", &L1_QuadJet60er2p7, &b_L1_QuadJet60er2p7); + fChain->SetBranchAddress("L1_QuadMu0", &L1_QuadMu0, &b_L1_QuadMu0); + fChain->SetBranchAddress("L1_SingleEG10", &L1_SingleEG10, &b_L1_SingleEG10); + fChain->SetBranchAddress("L1_SingleEG15", &L1_SingleEG15, &b_L1_SingleEG15); + fChain->SetBranchAddress("L1_SingleEG26", &L1_SingleEG26, &b_L1_SingleEG26); + fChain->SetBranchAddress("L1_SingleEG34", &L1_SingleEG34, &b_L1_SingleEG34); + fChain->SetBranchAddress("L1_SingleEG34er2p1", &L1_SingleEG34er2p1, &b_L1_SingleEG34er2p1); + fChain->SetBranchAddress("L1_SingleEG34er2p5", &L1_SingleEG34er2p5, &b_L1_SingleEG34er2p5); + fChain->SetBranchAddress("L1_SingleEG36", &L1_SingleEG36, &b_L1_SingleEG36); + fChain->SetBranchAddress("L1_SingleEG36er2p1", &L1_SingleEG36er2p1, &b_L1_SingleEG36er2p1); + fChain->SetBranchAddress("L1_SingleEG36er2p5", &L1_SingleEG36er2p5, &b_L1_SingleEG36er2p5); + fChain->SetBranchAddress("L1_SingleEG38", &L1_SingleEG38, &b_L1_SingleEG38); + fChain->SetBranchAddress("L1_SingleEG38er2p1", &L1_SingleEG38er2p1, &b_L1_SingleEG38er2p1); + fChain->SetBranchAddress("L1_SingleEG38er2p5", &L1_SingleEG38er2p5, &b_L1_SingleEG38er2p5); + fChain->SetBranchAddress("L1_SingleEG40", &L1_SingleEG40, &b_L1_SingleEG40); + fChain->SetBranchAddress("L1_SingleEG40er2p5", &L1_SingleEG40er2p5, &b_L1_SingleEG40er2p5); + fChain->SetBranchAddress("L1_SingleEG42", &L1_SingleEG42, &b_L1_SingleEG42); + fChain->SetBranchAddress("L1_SingleEG42er2p5", &L1_SingleEG42er2p5, &b_L1_SingleEG42er2p5); + fChain->SetBranchAddress("L1_SingleEG45", &L1_SingleEG45, &b_L1_SingleEG45); + fChain->SetBranchAddress("L1_SingleEG5", &L1_SingleEG5, &b_L1_SingleEG5); + fChain->SetBranchAddress("L1_SingleEG50", &L1_SingleEG50, &b_L1_SingleEG50); + fChain->SetBranchAddress("L1_SingleIsoEG24er2p1", &L1_SingleIsoEG24er2p1, &b_L1_SingleIsoEG24er2p1); + fChain->SetBranchAddress("L1_SingleIsoEG26", &L1_SingleIsoEG26, &b_L1_SingleIsoEG26); + fChain->SetBranchAddress("L1_SingleIsoEG26er2p1", &L1_SingleIsoEG26er2p1, &b_L1_SingleIsoEG26er2p1); + fChain->SetBranchAddress("L1_SingleIsoEG26er2p5", &L1_SingleIsoEG26er2p5, &b_L1_SingleIsoEG26er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG28", &L1_SingleIsoEG28, &b_L1_SingleIsoEG28); + fChain->SetBranchAddress("L1_SingleIsoEG28er2p1", &L1_SingleIsoEG28er2p1, &b_L1_SingleIsoEG28er2p1); + fChain->SetBranchAddress("L1_SingleIsoEG28er2p5", &L1_SingleIsoEG28er2p5, &b_L1_SingleIsoEG28er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG30", &L1_SingleIsoEG30, &b_L1_SingleIsoEG30); + fChain->SetBranchAddress("L1_SingleIsoEG30er2p1", &L1_SingleIsoEG30er2p1, &b_L1_SingleIsoEG30er2p1); + fChain->SetBranchAddress("L1_SingleIsoEG30er2p5", &L1_SingleIsoEG30er2p5, &b_L1_SingleIsoEG30er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG32", &L1_SingleIsoEG32, &b_L1_SingleIsoEG32); + fChain->SetBranchAddress("L1_SingleIsoEG32er2p1", &L1_SingleIsoEG32er2p1, &b_L1_SingleIsoEG32er2p1); + fChain->SetBranchAddress("L1_SingleIsoEG32er2p5", &L1_SingleIsoEG32er2p5, &b_L1_SingleIsoEG32er2p5); + fChain->SetBranchAddress("L1_SingleIsoEG34", &L1_SingleIsoEG34, &b_L1_SingleIsoEG34); + fChain->SetBranchAddress("L1_SingleIsoEG34er2p5", &L1_SingleIsoEG34er2p5, &b_L1_SingleIsoEG34er2p5); + fChain->SetBranchAddress("L1_SingleJet10erHE", &L1_SingleJet10erHE, &b_L1_SingleJet10erHE); + fChain->SetBranchAddress("L1_SingleJet120", &L1_SingleJet120, &b_L1_SingleJet120); + fChain->SetBranchAddress("L1_SingleJet120_FWD", &L1_SingleJet120_FWD, &b_L1_SingleJet120_FWD); + fChain->SetBranchAddress("L1_SingleJet12_BptxAND", &L1_SingleJet12_BptxAND, &b_L1_SingleJet12_BptxAND); + fChain->SetBranchAddress("L1_SingleJet12erHE", &L1_SingleJet12erHE, &b_L1_SingleJet12erHE); + fChain->SetBranchAddress("L1_SingleJet140", &L1_SingleJet140, &b_L1_SingleJet140); + fChain->SetBranchAddress("L1_SingleJet150", &L1_SingleJet150, &b_L1_SingleJet150); + fChain->SetBranchAddress("L1_SingleJet16", &L1_SingleJet16, &b_L1_SingleJet16); + fChain->SetBranchAddress("L1_SingleJet160", &L1_SingleJet160, &b_L1_SingleJet160); + fChain->SetBranchAddress("L1_SingleJet170", &L1_SingleJet170, &b_L1_SingleJet170); + fChain->SetBranchAddress("L1_SingleJet180", &L1_SingleJet180, &b_L1_SingleJet180); + fChain->SetBranchAddress("L1_SingleJet20", &L1_SingleJet20, &b_L1_SingleJet20); + fChain->SetBranchAddress("L1_SingleJet200", &L1_SingleJet200, &b_L1_SingleJet200); + fChain->SetBranchAddress("L1_SingleJet20er2p7_NotBptxOR", &L1_SingleJet20er2p7_NotBptxOR, &b_L1_SingleJet20er2p7_NotBptxOR); + fChain->SetBranchAddress("L1_SingleJet20er2p7_NotBptxOR_3BX", &L1_SingleJet20er2p7_NotBptxOR_3BX, &b_L1_SingleJet20er2p7_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_SingleJet35", &L1_SingleJet35, &b_L1_SingleJet35); + fChain->SetBranchAddress("L1_SingleJet35_FWD", &L1_SingleJet35_FWD, &b_L1_SingleJet35_FWD); + fChain->SetBranchAddress("L1_SingleJet35_HFm", &L1_SingleJet35_HFm, &b_L1_SingleJet35_HFm); + fChain->SetBranchAddress("L1_SingleJet35_HFp", &L1_SingleJet35_HFp, &b_L1_SingleJet35_HFp); + fChain->SetBranchAddress("L1_SingleJet43er2p7_NotBptxOR_3BX", &L1_SingleJet43er2p7_NotBptxOR_3BX, &b_L1_SingleJet43er2p7_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_SingleJet46er2p7_NotBptxOR_3BX", &L1_SingleJet46er2p7_NotBptxOR_3BX, &b_L1_SingleJet46er2p7_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_SingleJet60", &L1_SingleJet60, &b_L1_SingleJet60); + fChain->SetBranchAddress("L1_SingleJet60_FWD", &L1_SingleJet60_FWD, &b_L1_SingleJet60_FWD); + fChain->SetBranchAddress("L1_SingleJet60_HFm", &L1_SingleJet60_HFm, &b_L1_SingleJet60_HFm); + fChain->SetBranchAddress("L1_SingleJet60_HFp", &L1_SingleJet60_HFp, &b_L1_SingleJet60_HFp); + fChain->SetBranchAddress("L1_SingleJet8erHE", &L1_SingleJet8erHE, &b_L1_SingleJet8erHE); + fChain->SetBranchAddress("L1_SingleJet90", &L1_SingleJet90, &b_L1_SingleJet90); + fChain->SetBranchAddress("L1_SingleJet90_FWD", &L1_SingleJet90_FWD, &b_L1_SingleJet90_FWD); + fChain->SetBranchAddress("L1_SingleMu0_BMTF", &L1_SingleMu0_BMTF, &b_L1_SingleMu0_BMTF); + fChain->SetBranchAddress("L1_SingleMu0_EMTF", &L1_SingleMu0_EMTF, &b_L1_SingleMu0_EMTF); + fChain->SetBranchAddress("L1_SingleMu0_OMTF", &L1_SingleMu0_OMTF, &b_L1_SingleMu0_OMTF); + fChain->SetBranchAddress("L1_SingleMu10_LowQ", &L1_SingleMu10_LowQ, &b_L1_SingleMu10_LowQ); + fChain->SetBranchAddress("L1_SingleMu12_LowQ_BMTF", &L1_SingleMu12_LowQ_BMTF, &b_L1_SingleMu12_LowQ_BMTF); + fChain->SetBranchAddress("L1_SingleMu12_LowQ_EMTF", &L1_SingleMu12_LowQ_EMTF, &b_L1_SingleMu12_LowQ_EMTF); + fChain->SetBranchAddress("L1_SingleMu12_LowQ_OMTF", &L1_SingleMu12_LowQ_OMTF, &b_L1_SingleMu12_LowQ_OMTF); + fChain->SetBranchAddress("L1_SingleMu18", &L1_SingleMu18, &b_L1_SingleMu18); + fChain->SetBranchAddress("L1_SingleMu20", &L1_SingleMu20, &b_L1_SingleMu20); + fChain->SetBranchAddress("L1_SingleMu22", &L1_SingleMu22, &b_L1_SingleMu22); + fChain->SetBranchAddress("L1_SingleMu22_BMTF", &L1_SingleMu22_BMTF, &b_L1_SingleMu22_BMTF); + fChain->SetBranchAddress("L1_SingleMu22_EMTF", &L1_SingleMu22_EMTF, &b_L1_SingleMu22_EMTF); + fChain->SetBranchAddress("L1_SingleMu22_OMTF", &L1_SingleMu22_OMTF, &b_L1_SingleMu22_OMTF); + fChain->SetBranchAddress("L1_SingleMu25", &L1_SingleMu25, &b_L1_SingleMu25); + fChain->SetBranchAddress("L1_SingleMu3", &L1_SingleMu3, &b_L1_SingleMu3); + fChain->SetBranchAddress("L1_SingleMu5", &L1_SingleMu5, &b_L1_SingleMu5); + fChain->SetBranchAddress("L1_SingleMu7", &L1_SingleMu7, &b_L1_SingleMu7); + fChain->SetBranchAddress("L1_SingleMuCosmics", &L1_SingleMuCosmics, &b_L1_SingleMuCosmics); + fChain->SetBranchAddress("L1_SingleMuCosmics_BMTF", &L1_SingleMuCosmics_BMTF, &b_L1_SingleMuCosmics_BMTF); + fChain->SetBranchAddress("L1_SingleMuCosmics_EMTF", &L1_SingleMuCosmics_EMTF, &b_L1_SingleMuCosmics_EMTF); + fChain->SetBranchAddress("L1_SingleMuCosmics_OMTF", &L1_SingleMuCosmics_OMTF, &b_L1_SingleMuCosmics_OMTF); + fChain->SetBranchAddress("L1_SingleMuOpen", &L1_SingleMuOpen, &b_L1_SingleMuOpen); + fChain->SetBranchAddress("L1_SingleMuOpen_NotBptxOR", &L1_SingleMuOpen_NotBptxOR, &b_L1_SingleMuOpen_NotBptxOR); + fChain->SetBranchAddress("L1_SingleMuOpen_er1p1_NotBptxOR_3BX", &L1_SingleMuOpen_er1p1_NotBptxOR_3BX, &b_L1_SingleMuOpen_er1p1_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_SingleMuOpen_er1p4_NotBptxOR_3BX", &L1_SingleMuOpen_er1p4_NotBptxOR_3BX, &b_L1_SingleMuOpen_er1p4_NotBptxOR_3BX); + fChain->SetBranchAddress("L1_SingleTau120er2p1", &L1_SingleTau120er2p1, &b_L1_SingleTau120er2p1); + fChain->SetBranchAddress("L1_SingleTau130er2p1", &L1_SingleTau130er2p1, &b_L1_SingleTau130er2p1); + fChain->SetBranchAddress("L1_TOTEM_1", &L1_TOTEM_1, &b_L1_TOTEM_1); + fChain->SetBranchAddress("L1_TOTEM_2", &L1_TOTEM_2, &b_L1_TOTEM_2); + fChain->SetBranchAddress("L1_TOTEM_3", &L1_TOTEM_3, &b_L1_TOTEM_3); + fChain->SetBranchAddress("L1_TOTEM_4", &L1_TOTEM_4, &b_L1_TOTEM_4); + fChain->SetBranchAddress("L1_TripleEG_18_17_8", &L1_TripleEG_18_17_8, &b_L1_TripleEG_18_17_8); + fChain->SetBranchAddress("L1_TripleEG_LooseIso20_10_5", &L1_TripleEG_LooseIso20_10_5, &b_L1_TripleEG_LooseIso20_10_5); + fChain->SetBranchAddress("L1_TripleJet_100_85_72_VBF", &L1_TripleJet_100_85_72_VBF, &b_L1_TripleJet_100_85_72_VBF); + fChain->SetBranchAddress("L1_TripleJet_105_85_76_VBF", &L1_TripleJet_105_85_76_VBF, &b_L1_TripleJet_105_85_76_VBF); + fChain->SetBranchAddress("L1_TripleJet_98_83_71_VBF", &L1_TripleJet_98_83_71_VBF, &b_L1_TripleJet_98_83_71_VBF); + fChain->SetBranchAddress("L1_TripleMu0", &L1_TripleMu0, &b_L1_TripleMu0); + fChain->SetBranchAddress("L1_TripleMu0_OQ", &L1_TripleMu0_OQ, &b_L1_TripleMu0_OQ); + fChain->SetBranchAddress("L1_TripleMu3", &L1_TripleMu3, &b_L1_TripleMu3); + fChain->SetBranchAddress("L1_TripleMu3_SQ", &L1_TripleMu3_SQ, &b_L1_TripleMu3_SQ); + fChain->SetBranchAddress("L1_TripleMu_4_4_4", &L1_TripleMu_4_4_4, &b_L1_TripleMu_4_4_4); + fChain->SetBranchAddress("L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17", &L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17, &b_L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_5to17); + fChain->SetBranchAddress("L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_8to14", &L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_8to14, &b_L1_TripleMu_5OQ_3p5OQ_2p5OQ_DoubleMu_5_2p5_OQ_OS_Mass_8to14); + fChain->SetBranchAddress("L1_TripleMu_5SQ_3SQ_0OQ", &L1_TripleMu_5SQ_3SQ_0OQ, &b_L1_TripleMu_5SQ_3SQ_0OQ); + fChain->SetBranchAddress("L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9", &L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9, &b_L1_TripleMu_5SQ_3SQ_0OQ_DoubleMu_5_3_SQ_OS_Mass_Max9); + fChain->SetBranchAddress("L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9", &L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9, &b_L1_TripleMu_5SQ_3SQ_0_DoubleMu_5_3_SQ_OS_Mass_Max9); + fChain->SetBranchAddress("L1_TripleMu_5_0_0", &L1_TripleMu_5_0_0, &b_L1_TripleMu_5_0_0); + fChain->SetBranchAddress("L1_TripleMu_5_3_3", &L1_TripleMu_5_3_3, &b_L1_TripleMu_5_3_3); + fChain->SetBranchAddress("L1_TripleMu_5_3p5_2p5", &L1_TripleMu_5_3p5_2p5, &b_L1_TripleMu_5_3p5_2p5); + fChain->SetBranchAddress("L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17", &L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17, &b_L1_TripleMu_5_3p5_2p5_DoubleMu_5_2p5_OS_Mass_5to17); + fChain->SetBranchAddress("L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17", &L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17, &b_L1_TripleMu_5_4_2p5_DoubleMu_5_2p5_OS_Mass_5to17); + fChain->SetBranchAddress("L1_TripleMu_5_5_3", &L1_TripleMu_5_5_3, &b_L1_TripleMu_5_5_3); + fChain->SetBranchAddress("L1_UnpairedBunchBptxMinus", &L1_UnpairedBunchBptxMinus, &b_L1_UnpairedBunchBptxMinus); + fChain->SetBranchAddress("L1_UnpairedBunchBptxPlus", &L1_UnpairedBunchBptxPlus, &b_L1_UnpairedBunchBptxPlus); + fChain->SetBranchAddress("L1_ZeroBias", &L1_ZeroBias, &b_L1_ZeroBias); + fChain->SetBranchAddress("L1_ZeroBias_copy", &L1_ZeroBias_copy, &b_L1_ZeroBias_copy); + fChain->SetBranchAddress("L1_UnprefireableEvent", &L1_UnprefireableEvent, &b_L1_UnprefireableEvent); + fChain->SetBranchAddress("Flag_HBHENoiseFilter", &Flag_HBHENoiseFilter, &b_Flag_HBHENoiseFilter); + fChain->SetBranchAddress("Flag_HBHENoiseIsoFilter", &Flag_HBHENoiseIsoFilter, &b_Flag_HBHENoiseIsoFilter); + fChain->SetBranchAddress("Flag_CSCTightHaloFilter", &Flag_CSCTightHaloFilter, &b_Flag_CSCTightHaloFilter); + fChain->SetBranchAddress("Flag_CSCTightHaloTrkMuUnvetoFilter", &Flag_CSCTightHaloTrkMuUnvetoFilter, &b_Flag_CSCTightHaloTrkMuUnvetoFilter); + fChain->SetBranchAddress("Flag_CSCTightHalo2015Filter", &Flag_CSCTightHalo2015Filter, &b_Flag_CSCTightHalo2015Filter); + fChain->SetBranchAddress("Flag_globalTightHalo2016Filter", &Flag_globalTightHalo2016Filter, &b_Flag_globalTightHalo2016Filter); + fChain->SetBranchAddress("Flag_globalSuperTightHalo2016Filter", &Flag_globalSuperTightHalo2016Filter, &b_Flag_globalSuperTightHalo2016Filter); + fChain->SetBranchAddress("Flag_HcalStripHaloFilter", &Flag_HcalStripHaloFilter, &b_Flag_HcalStripHaloFilter); + fChain->SetBranchAddress("Flag_hcalLaserEventFilter", &Flag_hcalLaserEventFilter, &b_Flag_hcalLaserEventFilter); + fChain->SetBranchAddress("Flag_EcalDeadCellTriggerPrimitiveFilter", &Flag_EcalDeadCellTriggerPrimitiveFilter, &b_Flag_EcalDeadCellTriggerPrimitiveFilter); + fChain->SetBranchAddress("Flag_EcalDeadCellBoundaryEnergyFilter", &Flag_EcalDeadCellBoundaryEnergyFilter, &b_Flag_EcalDeadCellBoundaryEnergyFilter); + fChain->SetBranchAddress("Flag_ecalBadCalibFilter", &Flag_ecalBadCalibFilter, &b_Flag_ecalBadCalibFilter); + fChain->SetBranchAddress("Flag_goodVertices", &Flag_goodVertices, &b_Flag_goodVertices); + fChain->SetBranchAddress("Flag_eeBadScFilter", &Flag_eeBadScFilter, &b_Flag_eeBadScFilter); + fChain->SetBranchAddress("Flag_ecalLaserCorrFilter", &Flag_ecalLaserCorrFilter, &b_Flag_ecalLaserCorrFilter); + fChain->SetBranchAddress("Flag_trkPOGFilters", &Flag_trkPOGFilters, &b_Flag_trkPOGFilters); + fChain->SetBranchAddress("Flag_chargedHadronTrackResolutionFilter", &Flag_chargedHadronTrackResolutionFilter, &b_Flag_chargedHadronTrackResolutionFilter); + fChain->SetBranchAddress("Flag_muonBadTrackFilter", &Flag_muonBadTrackFilter, &b_Flag_muonBadTrackFilter); + fChain->SetBranchAddress("Flag_BadChargedCandidateFilter", &Flag_BadChargedCandidateFilter, &b_Flag_BadChargedCandidateFilter); + fChain->SetBranchAddress("Flag_BadPFMuonFilter", &Flag_BadPFMuonFilter, &b_Flag_BadPFMuonFilter); + fChain->SetBranchAddress("Flag_BadPFMuonDzFilter", &Flag_BadPFMuonDzFilter, &b_Flag_BadPFMuonDzFilter); + fChain->SetBranchAddress("Flag_hfNoisyHitsFilter", &Flag_hfNoisyHitsFilter, &b_Flag_hfNoisyHitsFilter); + fChain->SetBranchAddress("Flag_BadChargedCandidateSummer16Filter", &Flag_BadChargedCandidateSummer16Filter, &b_Flag_BadChargedCandidateSummer16Filter); + fChain->SetBranchAddress("Flag_BadPFMuonSummer16Filter", &Flag_BadPFMuonSummer16Filter, &b_Flag_BadPFMuonSummer16Filter); + fChain->SetBranchAddress("Flag_trkPOG_manystripclus53X", &Flag_trkPOG_manystripclus53X, &b_Flag_trkPOG_manystripclus53X); + fChain->SetBranchAddress("Flag_trkPOG_toomanystripclus53X", &Flag_trkPOG_toomanystripclus53X, &b_Flag_trkPOG_toomanystripclus53X); + fChain->SetBranchAddress("Flag_trkPOG_logErrorTooManyClusters", &Flag_trkPOG_logErrorTooManyClusters, &b_Flag_trkPOG_logErrorTooManyClusters); + fChain->SetBranchAddress("Flag_METFilters", &Flag_METFilters, &b_Flag_METFilters); + fChain->SetBranchAddress("L1Reco_step", &L1Reco_step, &b_L1Reco_step); + fChain->SetBranchAddress("Flag_HBHENoiseFilter_pRECO", &Flag_HBHENoiseFilter_pRECO, &b_Flag_HBHENoiseFilter_pRECO); + fChain->SetBranchAddress("Flag_HBHENoiseIsoFilter_pRECO", &Flag_HBHENoiseIsoFilter_pRECO, &b_Flag_HBHENoiseIsoFilter_pRECO); + fChain->SetBranchAddress("Flag_CSCTightHaloFilter_pRECO", &Flag_CSCTightHaloFilter_pRECO, &b_Flag_CSCTightHaloFilter_pRECO); + fChain->SetBranchAddress("Flag_CSCTightHaloTrkMuUnvetoFilter_pRECO", &Flag_CSCTightHaloTrkMuUnvetoFilter_pRECO, &b_Flag_CSCTightHaloTrkMuUnvetoFilter_pRECO); + fChain->SetBranchAddress("Flag_CSCTightHalo2015Filter_pRECO", &Flag_CSCTightHalo2015Filter_pRECO, &b_Flag_CSCTightHalo2015Filter_pRECO); + fChain->SetBranchAddress("Flag_globalTightHalo2016Filter_pRECO", &Flag_globalTightHalo2016Filter_pRECO, &b_Flag_globalTightHalo2016Filter_pRECO); + fChain->SetBranchAddress("Flag_globalSuperTightHalo2016Filter_pRECO", &Flag_globalSuperTightHalo2016Filter_pRECO, &b_Flag_globalSuperTightHalo2016Filter_pRECO); + fChain->SetBranchAddress("Flag_HcalStripHaloFilter_pRECO", &Flag_HcalStripHaloFilter_pRECO, &b_Flag_HcalStripHaloFilter_pRECO); + fChain->SetBranchAddress("Flag_hcalLaserEventFilter_pRECO", &Flag_hcalLaserEventFilter_pRECO, &b_Flag_hcalLaserEventFilter_pRECO); + fChain->SetBranchAddress("Flag_EcalDeadCellTriggerPrimitiveFilter_pRECO", &Flag_EcalDeadCellTriggerPrimitiveFilter_pRECO, &b_Flag_EcalDeadCellTriggerPrimitiveFilter_pRECO); + fChain->SetBranchAddress("Flag_EcalDeadCellBoundaryEnergyFilter_pRECO", &Flag_EcalDeadCellBoundaryEnergyFilter_pRECO, &b_Flag_EcalDeadCellBoundaryEnergyFilter_pRECO); + fChain->SetBranchAddress("Flag_ecalBadCalibFilter_pRECO", &Flag_ecalBadCalibFilter_pRECO, &b_Flag_ecalBadCalibFilter_pRECO); + fChain->SetBranchAddress("Flag_goodVertices_pRECO", &Flag_goodVertices_pRECO, &b_Flag_goodVertices_pRECO); + fChain->SetBranchAddress("Flag_eeBadScFilter_pRECO", &Flag_eeBadScFilter_pRECO, &b_Flag_eeBadScFilter_pRECO); + fChain->SetBranchAddress("Flag_ecalLaserCorrFilter_pRECO", &Flag_ecalLaserCorrFilter_pRECO, &b_Flag_ecalLaserCorrFilter_pRECO); + fChain->SetBranchAddress("Flag_trkPOGFilters_pRECO", &Flag_trkPOGFilters_pRECO, &b_Flag_trkPOGFilters_pRECO); + fChain->SetBranchAddress("Flag_chargedHadronTrackResolutionFilter_pRECO", &Flag_chargedHadronTrackResolutionFilter_pRECO, &b_Flag_chargedHadronTrackResolutionFilter_pRECO); + fChain->SetBranchAddress("Flag_muonBadTrackFilter_pRECO", &Flag_muonBadTrackFilter_pRECO, &b_Flag_muonBadTrackFilter_pRECO); + fChain->SetBranchAddress("Flag_BadChargedCandidateFilter_pRECO", &Flag_BadChargedCandidateFilter_pRECO, &b_Flag_BadChargedCandidateFilter_pRECO); + fChain->SetBranchAddress("Flag_BadPFMuonFilter_pRECO", &Flag_BadPFMuonFilter_pRECO, &b_Flag_BadPFMuonFilter_pRECO); + fChain->SetBranchAddress("Flag_BadChargedCandidateSummer16Filter_pRECO", &Flag_BadChargedCandidateSummer16Filter_pRECO, &b_Flag_BadChargedCandidateSummer16Filter_pRECO); + fChain->SetBranchAddress("Flag_BadPFMuonSummer16Filter_pRECO", &Flag_BadPFMuonSummer16Filter_pRECO, &b_Flag_BadPFMuonSummer16Filter_pRECO); + fChain->SetBranchAddress("Flag_trkPOG_manystripclus53X_pRECO", &Flag_trkPOG_manystripclus53X_pRECO, &b_Flag_trkPOG_manystripclus53X_pRECO); + fChain->SetBranchAddress("Flag_trkPOG_toomanystripclus53X_pRECO", &Flag_trkPOG_toomanystripclus53X_pRECO, &b_Flag_trkPOG_toomanystripclus53X_pRECO); + fChain->SetBranchAddress("Flag_trkPOG_logErrorTooManyClusters_pRECO", &Flag_trkPOG_logErrorTooManyClusters_pRECO, &b_Flag_trkPOG_logErrorTooManyClusters_pRECO); + fChain->SetBranchAddress("Flag_METFilters_pRECO", &Flag_METFilters_pRECO, &b_Flag_METFilters_pRECO); + fChain->SetBranchAddress("HLTriggerFirstPath", &HLTriggerFirstPath, &b_HLTriggerFirstPath); + fChain->SetBranchAddress("HLT_AK8PFJet360_TrimMass30", &HLT_AK8PFJet360_TrimMass30, &b_HLT_AK8PFJet360_TrimMass30); + fChain->SetBranchAddress("HLT_AK8PFJet380_TrimMass30", &HLT_AK8PFJet380_TrimMass30, &b_HLT_AK8PFJet380_TrimMass30); + fChain->SetBranchAddress("HLT_AK8PFJet400_TrimMass30", &HLT_AK8PFJet400_TrimMass30, &b_HLT_AK8PFJet400_TrimMass30); + fChain->SetBranchAddress("HLT_AK8PFJet420_TrimMass30", &HLT_AK8PFJet420_TrimMass30, &b_HLT_AK8PFJet420_TrimMass30); + fChain->SetBranchAddress("HLT_AK8PFHT750_TrimMass50", &HLT_AK8PFHT750_TrimMass50, &b_HLT_AK8PFHT750_TrimMass50); + fChain->SetBranchAddress("HLT_AK8PFHT800_TrimMass50", &HLT_AK8PFHT800_TrimMass50, &b_HLT_AK8PFHT800_TrimMass50); + fChain->SetBranchAddress("HLT_AK8PFHT850_TrimMass50", &HLT_AK8PFHT850_TrimMass50, &b_HLT_AK8PFHT850_TrimMass50); + fChain->SetBranchAddress("HLT_AK8PFHT900_TrimMass50", &HLT_AK8PFHT900_TrimMass50, &b_HLT_AK8PFHT900_TrimMass50); + fChain->SetBranchAddress("HLT_CaloJet500_NoJetID", &HLT_CaloJet500_NoJetID, &b_HLT_CaloJet500_NoJetID); + fChain->SetBranchAddress("HLT_CaloJet550_NoJetID", &HLT_CaloJet550_NoJetID, &b_HLT_CaloJet550_NoJetID); + fChain->SetBranchAddress("HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", &HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL, &b_HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", &HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon, &b_HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon); + fChain->SetBranchAddress("HLT_Trimuon5_3p5_2_Upsilon_Muon", &HLT_Trimuon5_3p5_2_Upsilon_Muon, &b_HLT_Trimuon5_3p5_2_Upsilon_Muon); + fChain->SetBranchAddress("HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", &HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon, &b_HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon); + fChain->SetBranchAddress("HLT_DoubleEle25_CaloIdL_MW", &HLT_DoubleEle25_CaloIdL_MW, &b_HLT_DoubleEle25_CaloIdL_MW); + fChain->SetBranchAddress("HLT_DoubleEle27_CaloIdL_MW", &HLT_DoubleEle27_CaloIdL_MW, &b_HLT_DoubleEle27_CaloIdL_MW); + fChain->SetBranchAddress("HLT_DoubleEle33_CaloIdL_MW", &HLT_DoubleEle33_CaloIdL_MW, &b_HLT_DoubleEle33_CaloIdL_MW); + fChain->SetBranchAddress("HLT_DoubleEle24_eta2p1_WPTight_Gsf", &HLT_DoubleEle24_eta2p1_WPTight_Gsf, &b_HLT_DoubleEle24_eta2p1_WPTight_Gsf); + fChain->SetBranchAddress("HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", &HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350, &b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350); + fChain->SetBranchAddress("HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", &HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350, &b_HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350); + fChain->SetBranchAddress("HLT_Ele27_Ele37_CaloIdL_MW", &HLT_Ele27_Ele37_CaloIdL_MW, &b_HLT_Ele27_Ele37_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Mu27_Ele37_CaloIdL_MW", &HLT_Mu27_Ele37_CaloIdL_MW, &b_HLT_Mu27_Ele37_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Mu37_Ele27_CaloIdL_MW", &HLT_Mu37_Ele27_CaloIdL_MW, &b_HLT_Mu37_Ele27_CaloIdL_MW); + fChain->SetBranchAddress("HLT_Mu37_TkMu27", &HLT_Mu37_TkMu27, &b_HLT_Mu37_TkMu27); + fChain->SetBranchAddress("HLT_DoubleMu4_3_Bs", &HLT_DoubleMu4_3_Bs, &b_HLT_DoubleMu4_3_Bs); + fChain->SetBranchAddress("HLT_DoubleMu4_3_Jpsi", &HLT_DoubleMu4_3_Jpsi, &b_HLT_DoubleMu4_3_Jpsi); + fChain->SetBranchAddress("HLT_DoubleMu4_JpsiTrk_Displaced", &HLT_DoubleMu4_JpsiTrk_Displaced, &b_HLT_DoubleMu4_JpsiTrk_Displaced); + fChain->SetBranchAddress("HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", &HLT_DoubleMu4_LowMassNonResonantTrk_Displaced, &b_HLT_DoubleMu4_LowMassNonResonantTrk_Displaced); + fChain->SetBranchAddress("HLT_DoubleMu3_Trk_Tau3mu", &HLT_DoubleMu3_Trk_Tau3mu, &b_HLT_DoubleMu3_Trk_Tau3mu); + fChain->SetBranchAddress("HLT_DoubleMu3_TkMu_DsTau3Mu", &HLT_DoubleMu3_TkMu_DsTau3Mu, &b_HLT_DoubleMu3_TkMu_DsTau3Mu); + fChain->SetBranchAddress("HLT_DoubleMu4_PsiPrimeTrk_Displaced", &HLT_DoubleMu4_PsiPrimeTrk_Displaced, &b_HLT_DoubleMu4_PsiPrimeTrk_Displaced); + fChain->SetBranchAddress("HLT_DoubleMu4_Mass8_DZ_PFHT350", &HLT_DoubleMu4_Mass8_DZ_PFHT350, &b_HLT_DoubleMu4_Mass8_DZ_PFHT350); + fChain->SetBranchAddress("HLT_DoubleMu8_Mass8_PFHT350", &HLT_DoubleMu8_Mass8_PFHT350, &b_HLT_DoubleMu8_Mass8_PFHT350); + fChain->SetBranchAddress("HLT_Mu3_PFJet40", &HLT_Mu3_PFJet40, &b_HLT_Mu3_PFJet40); + fChain->SetBranchAddress("HLT_Mu7p5_L2Mu2_Jpsi", &HLT_Mu7p5_L2Mu2_Jpsi, &b_HLT_Mu7p5_L2Mu2_Jpsi); + fChain->SetBranchAddress("HLT_Mu7p5_L2Mu2_Upsilon", &HLT_Mu7p5_L2Mu2_Upsilon, &b_HLT_Mu7p5_L2Mu2_Upsilon); + fChain->SetBranchAddress("HLT_Mu7p5_Track2_Jpsi", &HLT_Mu7p5_Track2_Jpsi, &b_HLT_Mu7p5_Track2_Jpsi); + fChain->SetBranchAddress("HLT_Mu7p5_Track3p5_Jpsi", &HLT_Mu7p5_Track3p5_Jpsi, &b_HLT_Mu7p5_Track3p5_Jpsi); + fChain->SetBranchAddress("HLT_Mu7p5_Track7_Jpsi", &HLT_Mu7p5_Track7_Jpsi, &b_HLT_Mu7p5_Track7_Jpsi); + fChain->SetBranchAddress("HLT_Mu7p5_Track2_Upsilon", &HLT_Mu7p5_Track2_Upsilon, &b_HLT_Mu7p5_Track2_Upsilon); + fChain->SetBranchAddress("HLT_Mu7p5_Track3p5_Upsilon", &HLT_Mu7p5_Track3p5_Upsilon, &b_HLT_Mu7p5_Track3p5_Upsilon); + fChain->SetBranchAddress("HLT_Mu7p5_Track7_Upsilon", &HLT_Mu7p5_Track7_Upsilon, &b_HLT_Mu7p5_Track7_Upsilon); + fChain->SetBranchAddress("HLT_DoublePhoton33_CaloIdL", &HLT_DoublePhoton33_CaloIdL, &b_HLT_DoublePhoton33_CaloIdL); + fChain->SetBranchAddress("HLT_DoublePhoton70", &HLT_DoublePhoton70, &b_HLT_DoublePhoton70); + fChain->SetBranchAddress("HLT_DoublePhoton85", &HLT_DoublePhoton85, &b_HLT_DoublePhoton85); + fChain->SetBranchAddress("HLT_Ele20_WPTight_Gsf", &HLT_Ele20_WPTight_Gsf, &b_HLT_Ele20_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Ele15_WPLoose_Gsf", &HLT_Ele15_WPLoose_Gsf, &b_HLT_Ele15_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_Ele17_WPLoose_Gsf", &HLT_Ele17_WPLoose_Gsf, &b_HLT_Ele17_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_Ele20_WPLoose_Gsf", &HLT_Ele20_WPLoose_Gsf, &b_HLT_Ele20_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_Ele20_eta2p1_WPLoose_Gsf", &HLT_Ele20_eta2p1_WPLoose_Gsf, &b_HLT_Ele20_eta2p1_WPLoose_Gsf); + fChain->SetBranchAddress("HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", &HLT_DiEle27_WPTightCaloOnly_L1DoubleEG, &b_HLT_DiEle27_WPTightCaloOnly_L1DoubleEG); + fChain->SetBranchAddress("HLT_Ele27_WPTight_Gsf", &HLT_Ele27_WPTight_Gsf, &b_HLT_Ele27_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Ele32_WPTight_Gsf", &HLT_Ele32_WPTight_Gsf, &b_HLT_Ele32_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Ele35_WPTight_Gsf", &HLT_Ele35_WPTight_Gsf, &b_HLT_Ele35_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Ele35_WPTight_Gsf_L1EGMT", &HLT_Ele35_WPTight_Gsf_L1EGMT, &b_HLT_Ele35_WPTight_Gsf_L1EGMT); + fChain->SetBranchAddress("HLT_Ele38_WPTight_Gsf", &HLT_Ele38_WPTight_Gsf, &b_HLT_Ele38_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Ele40_WPTight_Gsf", &HLT_Ele40_WPTight_Gsf, &b_HLT_Ele40_WPTight_Gsf); + fChain->SetBranchAddress("HLT_Ele32_WPTight_Gsf_L1DoubleEG", &HLT_Ele32_WPTight_Gsf_L1DoubleEG, &b_HLT_Ele32_WPTight_Gsf_L1DoubleEG); + fChain->SetBranchAddress("HLT_HT450_Beamspot", &HLT_HT450_Beamspot, &b_HLT_HT450_Beamspot); + fChain->SetBranchAddress("HLT_HT300_Beamspot", &HLT_HT300_Beamspot, &b_HLT_HT300_Beamspot); + fChain->SetBranchAddress("HLT_ZeroBias_Beamspot", &HLT_ZeroBias_Beamspot, &b_HLT_ZeroBias_Beamspot); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", &HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1, &b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", &HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1, &b_HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", &HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1, &b_HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu20", &HLT_IsoMu20, &b_HLT_IsoMu20); + fChain->SetBranchAddress("HLT_IsoMu24", &HLT_IsoMu24, &b_HLT_IsoMu24); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1", &HLT_IsoMu24_eta2p1, &b_HLT_IsoMu24_eta2p1); + fChain->SetBranchAddress("HLT_IsoMu27", &HLT_IsoMu27, &b_HLT_IsoMu27); + fChain->SetBranchAddress("HLT_IsoMu30", &HLT_IsoMu30, &b_HLT_IsoMu30); + fChain->SetBranchAddress("HLT_UncorrectedJetE30_NoBPTX", &HLT_UncorrectedJetE30_NoBPTX, &b_HLT_UncorrectedJetE30_NoBPTX); + fChain->SetBranchAddress("HLT_UncorrectedJetE30_NoBPTX3BX", &HLT_UncorrectedJetE30_NoBPTX3BX, &b_HLT_UncorrectedJetE30_NoBPTX3BX); + fChain->SetBranchAddress("HLT_UncorrectedJetE60_NoBPTX3BX", &HLT_UncorrectedJetE60_NoBPTX3BX, &b_HLT_UncorrectedJetE60_NoBPTX3BX); + fChain->SetBranchAddress("HLT_UncorrectedJetE70_NoBPTX3BX", &HLT_UncorrectedJetE70_NoBPTX3BX, &b_HLT_UncorrectedJetE70_NoBPTX3BX); + fChain->SetBranchAddress("HLT_L1SingleMu18", &HLT_L1SingleMu18, &b_HLT_L1SingleMu18); + fChain->SetBranchAddress("HLT_L1SingleMu25", &HLT_L1SingleMu25, &b_HLT_L1SingleMu25); + fChain->SetBranchAddress("HLT_L2Mu10", &HLT_L2Mu10, &b_HLT_L2Mu10); + fChain->SetBranchAddress("HLT_L2Mu10_NoVertex_NoBPTX3BX", &HLT_L2Mu10_NoVertex_NoBPTX3BX, &b_HLT_L2Mu10_NoVertex_NoBPTX3BX); + fChain->SetBranchAddress("HLT_L2Mu10_NoVertex_NoBPTX", &HLT_L2Mu10_NoVertex_NoBPTX, &b_HLT_L2Mu10_NoVertex_NoBPTX); + fChain->SetBranchAddress("HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", &HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX, &b_HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX); + fChain->SetBranchAddress("HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", &HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX, &b_HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX); + fChain->SetBranchAddress("HLT_L2Mu50", &HLT_L2Mu50, &b_HLT_L2Mu50); + fChain->SetBranchAddress("HLT_L2Mu23NoVtx_2Cha", &HLT_L2Mu23NoVtx_2Cha, &b_HLT_L2Mu23NoVtx_2Cha); + fChain->SetBranchAddress("HLT_L2Mu23NoVtx_2Cha_CosmicSeed", &HLT_L2Mu23NoVtx_2Cha_CosmicSeed, &b_HLT_L2Mu23NoVtx_2Cha_CosmicSeed); + fChain->SetBranchAddress("HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4", &HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4, &b_HLT_DoubleL2Mu30NoVtx_2Cha_CosmicSeed_Eta2p4); + fChain->SetBranchAddress("HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4", &HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4, &b_HLT_DoubleL2Mu30NoVtx_2Cha_Eta2p4); + fChain->SetBranchAddress("HLT_DoubleL2Mu50", &HLT_DoubleL2Mu50, &b_HLT_DoubleL2Mu50); + fChain->SetBranchAddress("HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed", &HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed, &b_HLT_DoubleL2Mu23NoVtx_2Cha_CosmicSeed); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed", &HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed, &b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4", &HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4, &b_HLT_DoubleL2Mu25NoVtx_2Cha_CosmicSeed_Eta2p4); + fChain->SetBranchAddress("HLT_DoubleL2Mu23NoVtx_2Cha", &HLT_DoubleL2Mu23NoVtx_2Cha, &b_HLT_DoubleL2Mu23NoVtx_2Cha); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha", &HLT_DoubleL2Mu25NoVtx_2Cha, &b_HLT_DoubleL2Mu25NoVtx_2Cha); + fChain->SetBranchAddress("HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4", &HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4, &b_HLT_DoubleL2Mu25NoVtx_2Cha_Eta2p4); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", &HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8, &b_HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", &HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8, &b_HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8); + fChain->SetBranchAddress("HLT_Mu25_TkMu0_Onia", &HLT_Mu25_TkMu0_Onia, &b_HLT_Mu25_TkMu0_Onia); + fChain->SetBranchAddress("HLT_Mu30_TkMu0_Onia", &HLT_Mu30_TkMu0_Onia, &b_HLT_Mu30_TkMu0_Onia); + fChain->SetBranchAddress("HLT_Mu20_TkMu0_Phi", &HLT_Mu20_TkMu0_Phi, &b_HLT_Mu20_TkMu0_Phi); + fChain->SetBranchAddress("HLT_Mu25_TkMu0_Phi", &HLT_Mu25_TkMu0_Phi, &b_HLT_Mu25_TkMu0_Phi); + fChain->SetBranchAddress("HLT_Mu12", &HLT_Mu12, &b_HLT_Mu12); + fChain->SetBranchAddress("HLT_Mu15", &HLT_Mu15, &b_HLT_Mu15); + fChain->SetBranchAddress("HLT_Mu20", &HLT_Mu20, &b_HLT_Mu20); + fChain->SetBranchAddress("HLT_Mu27", &HLT_Mu27, &b_HLT_Mu27); + fChain->SetBranchAddress("HLT_Mu50", &HLT_Mu50, &b_HLT_Mu50); + fChain->SetBranchAddress("HLT_Mu55", &HLT_Mu55, &b_HLT_Mu55); + fChain->SetBranchAddress("HLT_OldMu100", &HLT_OldMu100, &b_HLT_OldMu100); + fChain->SetBranchAddress("HLT_TkMu100", &HLT_TkMu100, &b_HLT_TkMu100); + fChain->SetBranchAddress("HLT_DiPFJet15_NoCaloMatched", &HLT_DiPFJet15_NoCaloMatched, &b_HLT_DiPFJet15_NoCaloMatched); + fChain->SetBranchAddress("HLT_DiPFJet25_NoCaloMatched", &HLT_DiPFJet25_NoCaloMatched, &b_HLT_DiPFJet25_NoCaloMatched); + fChain->SetBranchAddress("HLT_DiPFJet15_FBEta3_NoCaloMatched", &HLT_DiPFJet15_FBEta3_NoCaloMatched, &b_HLT_DiPFJet15_FBEta3_NoCaloMatched); + fChain->SetBranchAddress("HLT_DiPFJet25_FBEta3_NoCaloMatched", &HLT_DiPFJet25_FBEta3_NoCaloMatched, &b_HLT_DiPFJet25_FBEta3_NoCaloMatched); + fChain->SetBranchAddress("HLT_DiPFJetAve40", &HLT_DiPFJetAve40, &b_HLT_DiPFJetAve40); + fChain->SetBranchAddress("HLT_DiPFJetAve60", &HLT_DiPFJetAve60, &b_HLT_DiPFJetAve60); + fChain->SetBranchAddress("HLT_DiPFJetAve80", &HLT_DiPFJetAve80, &b_HLT_DiPFJetAve80); + fChain->SetBranchAddress("HLT_DiPFJetAve140", &HLT_DiPFJetAve140, &b_HLT_DiPFJetAve140); + fChain->SetBranchAddress("HLT_DiPFJetAve200", &HLT_DiPFJetAve200, &b_HLT_DiPFJetAve200); + fChain->SetBranchAddress("HLT_DiPFJetAve260", &HLT_DiPFJetAve260, &b_HLT_DiPFJetAve260); + fChain->SetBranchAddress("HLT_DiPFJetAve320", &HLT_DiPFJetAve320, &b_HLT_DiPFJetAve320); + fChain->SetBranchAddress("HLT_DiPFJetAve400", &HLT_DiPFJetAve400, &b_HLT_DiPFJetAve400); + fChain->SetBranchAddress("HLT_DiPFJetAve500", &HLT_DiPFJetAve500, &b_HLT_DiPFJetAve500); + fChain->SetBranchAddress("HLT_DiPFJetAve15_HFJEC", &HLT_DiPFJetAve15_HFJEC, &b_HLT_DiPFJetAve15_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve25_HFJEC", &HLT_DiPFJetAve25_HFJEC, &b_HLT_DiPFJetAve25_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve35_HFJEC", &HLT_DiPFJetAve35_HFJEC, &b_HLT_DiPFJetAve35_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve60_HFJEC", &HLT_DiPFJetAve60_HFJEC, &b_HLT_DiPFJetAve60_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve80_HFJEC", &HLT_DiPFJetAve80_HFJEC, &b_HLT_DiPFJetAve80_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve100_HFJEC", &HLT_DiPFJetAve100_HFJEC, &b_HLT_DiPFJetAve100_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve160_HFJEC", &HLT_DiPFJetAve160_HFJEC, &b_HLT_DiPFJetAve160_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve220_HFJEC", &HLT_DiPFJetAve220_HFJEC, &b_HLT_DiPFJetAve220_HFJEC); + fChain->SetBranchAddress("HLT_DiPFJetAve300_HFJEC", &HLT_DiPFJetAve300_HFJEC, &b_HLT_DiPFJetAve300_HFJEC); + fChain->SetBranchAddress("HLT_AK8PFJet15", &HLT_AK8PFJet15, &b_HLT_AK8PFJet15); + fChain->SetBranchAddress("HLT_AK8PFJet25", &HLT_AK8PFJet25, &b_HLT_AK8PFJet25); + fChain->SetBranchAddress("HLT_AK8PFJet40", &HLT_AK8PFJet40, &b_HLT_AK8PFJet40); + fChain->SetBranchAddress("HLT_AK8PFJet60", &HLT_AK8PFJet60, &b_HLT_AK8PFJet60); + fChain->SetBranchAddress("HLT_AK8PFJet80", &HLT_AK8PFJet80, &b_HLT_AK8PFJet80); + fChain->SetBranchAddress("HLT_AK8PFJet140", &HLT_AK8PFJet140, &b_HLT_AK8PFJet140); + fChain->SetBranchAddress("HLT_AK8PFJet200", &HLT_AK8PFJet200, &b_HLT_AK8PFJet200); + fChain->SetBranchAddress("HLT_AK8PFJet260", &HLT_AK8PFJet260, &b_HLT_AK8PFJet260); + fChain->SetBranchAddress("HLT_AK8PFJet320", &HLT_AK8PFJet320, &b_HLT_AK8PFJet320); + fChain->SetBranchAddress("HLT_AK8PFJet400", &HLT_AK8PFJet400, &b_HLT_AK8PFJet400); + fChain->SetBranchAddress("HLT_AK8PFJet450", &HLT_AK8PFJet450, &b_HLT_AK8PFJet450); + fChain->SetBranchAddress("HLT_AK8PFJet500", &HLT_AK8PFJet500, &b_HLT_AK8PFJet500); + fChain->SetBranchAddress("HLT_AK8PFJet550", &HLT_AK8PFJet550, &b_HLT_AK8PFJet550); + fChain->SetBranchAddress("HLT_PFJet15", &HLT_PFJet15, &b_HLT_PFJet15); + fChain->SetBranchAddress("HLT_PFJet25", &HLT_PFJet25, &b_HLT_PFJet25); + fChain->SetBranchAddress("HLT_PFJet40", &HLT_PFJet40, &b_HLT_PFJet40); + fChain->SetBranchAddress("HLT_PFJet60", &HLT_PFJet60, &b_HLT_PFJet60); + fChain->SetBranchAddress("HLT_PFJet80", &HLT_PFJet80, &b_HLT_PFJet80); + fChain->SetBranchAddress("HLT_PFJet140", &HLT_PFJet140, &b_HLT_PFJet140); + fChain->SetBranchAddress("HLT_PFJet200", &HLT_PFJet200, &b_HLT_PFJet200); + fChain->SetBranchAddress("HLT_PFJet260", &HLT_PFJet260, &b_HLT_PFJet260); + fChain->SetBranchAddress("HLT_PFJet320", &HLT_PFJet320, &b_HLT_PFJet320); + fChain->SetBranchAddress("HLT_PFJet400", &HLT_PFJet400, &b_HLT_PFJet400); + fChain->SetBranchAddress("HLT_PFJet450", &HLT_PFJet450, &b_HLT_PFJet450); + fChain->SetBranchAddress("HLT_PFJet500", &HLT_PFJet500, &b_HLT_PFJet500); + fChain->SetBranchAddress("HLT_PFJet550", &HLT_PFJet550, &b_HLT_PFJet550); + fChain->SetBranchAddress("HLT_PFJetFwd15", &HLT_PFJetFwd15, &b_HLT_PFJetFwd15); + fChain->SetBranchAddress("HLT_PFJetFwd25", &HLT_PFJetFwd25, &b_HLT_PFJetFwd25); + fChain->SetBranchAddress("HLT_PFJetFwd40", &HLT_PFJetFwd40, &b_HLT_PFJetFwd40); + fChain->SetBranchAddress("HLT_PFJetFwd60", &HLT_PFJetFwd60, &b_HLT_PFJetFwd60); + fChain->SetBranchAddress("HLT_PFJetFwd80", &HLT_PFJetFwd80, &b_HLT_PFJetFwd80); + fChain->SetBranchAddress("HLT_PFJetFwd140", &HLT_PFJetFwd140, &b_HLT_PFJetFwd140); + fChain->SetBranchAddress("HLT_PFJetFwd200", &HLT_PFJetFwd200, &b_HLT_PFJetFwd200); + fChain->SetBranchAddress("HLT_PFJetFwd260", &HLT_PFJetFwd260, &b_HLT_PFJetFwd260); + fChain->SetBranchAddress("HLT_PFJetFwd320", &HLT_PFJetFwd320, &b_HLT_PFJetFwd320); + fChain->SetBranchAddress("HLT_PFJetFwd400", &HLT_PFJetFwd400, &b_HLT_PFJetFwd400); + fChain->SetBranchAddress("HLT_PFJetFwd450", &HLT_PFJetFwd450, &b_HLT_PFJetFwd450); + fChain->SetBranchAddress("HLT_PFJetFwd500", &HLT_PFJetFwd500, &b_HLT_PFJetFwd500); + fChain->SetBranchAddress("HLT_AK8PFJetFwd15", &HLT_AK8PFJetFwd15, &b_HLT_AK8PFJetFwd15); + fChain->SetBranchAddress("HLT_AK8PFJetFwd25", &HLT_AK8PFJetFwd25, &b_HLT_AK8PFJetFwd25); + fChain->SetBranchAddress("HLT_AK8PFJetFwd40", &HLT_AK8PFJetFwd40, &b_HLT_AK8PFJetFwd40); + fChain->SetBranchAddress("HLT_AK8PFJetFwd60", &HLT_AK8PFJetFwd60, &b_HLT_AK8PFJetFwd60); + fChain->SetBranchAddress("HLT_AK8PFJetFwd80", &HLT_AK8PFJetFwd80, &b_HLT_AK8PFJetFwd80); + fChain->SetBranchAddress("HLT_AK8PFJetFwd140", &HLT_AK8PFJetFwd140, &b_HLT_AK8PFJetFwd140); + fChain->SetBranchAddress("HLT_AK8PFJetFwd200", &HLT_AK8PFJetFwd200, &b_HLT_AK8PFJetFwd200); + fChain->SetBranchAddress("HLT_AK8PFJetFwd260", &HLT_AK8PFJetFwd260, &b_HLT_AK8PFJetFwd260); + fChain->SetBranchAddress("HLT_AK8PFJetFwd320", &HLT_AK8PFJetFwd320, &b_HLT_AK8PFJetFwd320); + fChain->SetBranchAddress("HLT_AK8PFJetFwd400", &HLT_AK8PFJetFwd400, &b_HLT_AK8PFJetFwd400); + fChain->SetBranchAddress("HLT_AK8PFJetFwd450", &HLT_AK8PFJetFwd450, &b_HLT_AK8PFJetFwd450); + fChain->SetBranchAddress("HLT_AK8PFJetFwd500", &HLT_AK8PFJetFwd500, &b_HLT_AK8PFJetFwd500); + fChain->SetBranchAddress("HLT_PFHT180", &HLT_PFHT180, &b_HLT_PFHT180); + fChain->SetBranchAddress("HLT_PFHT250", &HLT_PFHT250, &b_HLT_PFHT250); + fChain->SetBranchAddress("HLT_PFHT370", &HLT_PFHT370, &b_HLT_PFHT370); + fChain->SetBranchAddress("HLT_PFHT430", &HLT_PFHT430, &b_HLT_PFHT430); + fChain->SetBranchAddress("HLT_PFHT510", &HLT_PFHT510, &b_HLT_PFHT510); + fChain->SetBranchAddress("HLT_PFHT590", &HLT_PFHT590, &b_HLT_PFHT590); + fChain->SetBranchAddress("HLT_PFHT680", &HLT_PFHT680, &b_HLT_PFHT680); + fChain->SetBranchAddress("HLT_PFHT780", &HLT_PFHT780, &b_HLT_PFHT780); + fChain->SetBranchAddress("HLT_PFHT890", &HLT_PFHT890, &b_HLT_PFHT890); + fChain->SetBranchAddress("HLT_PFHT1050", &HLT_PFHT1050, &b_HLT_PFHT1050); + fChain->SetBranchAddress("HLT_PFHT500_PFMET100_PFMHT100_IDTight", &HLT_PFHT500_PFMET100_PFMHT100_IDTight, &b_HLT_PFHT500_PFMET100_PFMHT100_IDTight); + fChain->SetBranchAddress("HLT_PFHT500_PFMET110_PFMHT110_IDTight", &HLT_PFHT500_PFMET110_PFMHT110_IDTight, &b_HLT_PFHT500_PFMET110_PFMHT110_IDTight); + fChain->SetBranchAddress("HLT_PFHT700_PFMET85_PFMHT85_IDTight", &HLT_PFHT700_PFMET85_PFMHT85_IDTight, &b_HLT_PFHT700_PFMET85_PFMHT85_IDTight); + fChain->SetBranchAddress("HLT_PFHT700_PFMET95_PFMHT95_IDTight", &HLT_PFHT700_PFMET95_PFMHT95_IDTight, &b_HLT_PFHT700_PFMET95_PFMHT95_IDTight); + fChain->SetBranchAddress("HLT_PFHT800_PFMET75_PFMHT75_IDTight", &HLT_PFHT800_PFMET75_PFMHT75_IDTight, &b_HLT_PFHT800_PFMET75_PFMHT75_IDTight); + fChain->SetBranchAddress("HLT_PFHT800_PFMET85_PFMHT85_IDTight", &HLT_PFHT800_PFMET85_PFMHT85_IDTight, &b_HLT_PFHT800_PFMET85_PFMHT85_IDTight); + fChain->SetBranchAddress("HLT_PFMET110_PFMHT110_IDTight", &HLT_PFMET110_PFMHT110_IDTight, &b_HLT_PFMET110_PFMHT110_IDTight); + fChain->SetBranchAddress("HLT_PFMET120_PFMHT120_IDTight", &HLT_PFMET120_PFMHT120_IDTight, &b_HLT_PFMET120_PFMHT120_IDTight); + fChain->SetBranchAddress("HLT_PFMET130_PFMHT130_IDTight", &HLT_PFMET130_PFMHT130_IDTight, &b_HLT_PFMET130_PFMHT130_IDTight); + fChain->SetBranchAddress("HLT_PFMET140_PFMHT140_IDTight", &HLT_PFMET140_PFMHT140_IDTight, &b_HLT_PFMET140_PFMHT140_IDTight); + fChain->SetBranchAddress("HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", &HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1, &b_HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1); + fChain->SetBranchAddress("HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", &HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1, &b_HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1); + fChain->SetBranchAddress("HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", &HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1, &b_HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1); + fChain->SetBranchAddress("HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", &HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1, &b_HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1); + fChain->SetBranchAddress("HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", &HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1, &b_HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1); + fChain->SetBranchAddress("HLT_PFMET120_PFMHT120_IDTight_PFHT60", &HLT_PFMET120_PFMHT120_IDTight_PFHT60, &b_HLT_PFMET120_PFMHT120_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", &HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60, &b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", &HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60, &b_HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_PFMETTypeOne110_PFMHT110_IDTight", &HLT_PFMETTypeOne110_PFMHT110_IDTight, &b_HLT_PFMETTypeOne110_PFMHT110_IDTight); + fChain->SetBranchAddress("HLT_PFMETTypeOne120_PFMHT120_IDTight", &HLT_PFMETTypeOne120_PFMHT120_IDTight, &b_HLT_PFMETTypeOne120_PFMHT120_IDTight); + fChain->SetBranchAddress("HLT_PFMETTypeOne130_PFMHT130_IDTight", &HLT_PFMETTypeOne130_PFMHT130_IDTight, &b_HLT_PFMETTypeOne130_PFMHT130_IDTight); + fChain->SetBranchAddress("HLT_PFMETTypeOne140_PFMHT140_IDTight", &HLT_PFMETTypeOne140_PFMHT140_IDTight, &b_HLT_PFMETTypeOne140_PFMHT140_IDTight); + fChain->SetBranchAddress("HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", &HLT_PFMETNoMu110_PFMHTNoMu110_IDTight, &b_HLT_PFMETNoMu110_PFMHTNoMu110_IDTight); + fChain->SetBranchAddress("HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", &HLT_PFMETNoMu120_PFMHTNoMu120_IDTight, &b_HLT_PFMETNoMu120_PFMHTNoMu120_IDTight); + fChain->SetBranchAddress("HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", &HLT_PFMETNoMu130_PFMHTNoMu130_IDTight, &b_HLT_PFMETNoMu130_PFMHTNoMu130_IDTight); + fChain->SetBranchAddress("HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", &HLT_PFMETNoMu140_PFMHTNoMu140_IDTight, &b_HLT_PFMETNoMu140_PFMHTNoMu140_IDTight); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight); + fChain->SetBranchAddress("HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", &HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight, &b_HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight); + fChain->SetBranchAddress("HLT_L1ETMHadSeeds", &HLT_L1ETMHadSeeds, &b_HLT_L1ETMHadSeeds); + fChain->SetBranchAddress("HLT_CaloMHT90", &HLT_CaloMHT90, &b_HLT_CaloMHT90); + fChain->SetBranchAddress("HLT_CaloMET80_NotCleaned", &HLT_CaloMET80_NotCleaned, &b_HLT_CaloMET80_NotCleaned); + fChain->SetBranchAddress("HLT_CaloMET90_NotCleaned", &HLT_CaloMET90_NotCleaned, &b_HLT_CaloMET90_NotCleaned); + fChain->SetBranchAddress("HLT_CaloMET100_NotCleaned", &HLT_CaloMET100_NotCleaned, &b_HLT_CaloMET100_NotCleaned); + fChain->SetBranchAddress("HLT_CaloMET110_NotCleaned", &HLT_CaloMET110_NotCleaned, &b_HLT_CaloMET110_NotCleaned); + fChain->SetBranchAddress("HLT_CaloMET250_NotCleaned", &HLT_CaloMET250_NotCleaned, &b_HLT_CaloMET250_NotCleaned); + fChain->SetBranchAddress("HLT_CaloMET70_HBHECleaned", &HLT_CaloMET70_HBHECleaned, &b_HLT_CaloMET70_HBHECleaned); + fChain->SetBranchAddress("HLT_CaloMET80_HBHECleaned", &HLT_CaloMET80_HBHECleaned, &b_HLT_CaloMET80_HBHECleaned); + fChain->SetBranchAddress("HLT_CaloMET90_HBHECleaned", &HLT_CaloMET90_HBHECleaned, &b_HLT_CaloMET90_HBHECleaned); + fChain->SetBranchAddress("HLT_CaloMET100_HBHECleaned", &HLT_CaloMET100_HBHECleaned, &b_HLT_CaloMET100_HBHECleaned); + fChain->SetBranchAddress("HLT_CaloMET250_HBHECleaned", &HLT_CaloMET250_HBHECleaned, &b_HLT_CaloMET250_HBHECleaned); + fChain->SetBranchAddress("HLT_CaloMET300_HBHECleaned", &HLT_CaloMET300_HBHECleaned, &b_HLT_CaloMET300_HBHECleaned); + fChain->SetBranchAddress("HLT_CaloMET350_HBHECleaned", &HLT_CaloMET350_HBHECleaned, &b_HLT_CaloMET350_HBHECleaned); + fChain->SetBranchAddress("HLT_PFMET200_NotCleaned", &HLT_PFMET200_NotCleaned, &b_HLT_PFMET200_NotCleaned); + fChain->SetBranchAddress("HLT_PFMET200_HBHECleaned", &HLT_PFMET200_HBHECleaned, &b_HLT_PFMET200_HBHECleaned); + fChain->SetBranchAddress("HLT_PFMET250_HBHECleaned", &HLT_PFMET250_HBHECleaned, &b_HLT_PFMET250_HBHECleaned); + fChain->SetBranchAddress("HLT_PFMET300_HBHECleaned", &HLT_PFMET300_HBHECleaned, &b_HLT_PFMET300_HBHECleaned); + fChain->SetBranchAddress("HLT_PFMET200_HBHE_BeamHaloCleaned", &HLT_PFMET200_HBHE_BeamHaloCleaned, &b_HLT_PFMET200_HBHE_BeamHaloCleaned); + fChain->SetBranchAddress("HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", &HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned, &b_HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned); + fChain->SetBranchAddress("HLT_MET105_IsoTrk50", &HLT_MET105_IsoTrk50, &b_HLT_MET105_IsoTrk50); + fChain->SetBranchAddress("HLT_MET120_IsoTrk50", &HLT_MET120_IsoTrk50, &b_HLT_MET120_IsoTrk50); + fChain->SetBranchAddress("HLT_SingleJet30_Mu12_SinglePFJet40", &HLT_SingleJet30_Mu12_SinglePFJet40, &b_HLT_SingleJet30_Mu12_SinglePFJet40); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets40_CaloBTagCSV_p79", &HLT_Mu12_DoublePFJets40_CaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets40_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets100_CaloBTagCSV_p79", &HLT_Mu12_DoublePFJets100_CaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets100_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets200_CaloBTagCSV_p79", &HLT_Mu12_DoublePFJets200_CaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets200_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets350_CaloBTagCSV_p79", &HLT_Mu12_DoublePFJets350_CaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets350_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p79", &HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p79", &HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p79", &HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p79, &b_HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_DoublePFJets40_CaloBTagCSV_p79", &HLT_DoublePFJets40_CaloBTagCSV_p79, &b_HLT_DoublePFJets40_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_DoublePFJets100_CaloBTagCSV_p79", &HLT_DoublePFJets100_CaloBTagCSV_p79, &b_HLT_DoublePFJets100_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_DoublePFJets200_CaloBTagCSV_p79", &HLT_DoublePFJets200_CaloBTagCSV_p79, &b_HLT_DoublePFJets200_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_DoublePFJets350_CaloBTagCSV_p79", &HLT_DoublePFJets350_CaloBTagCSV_p79, &b_HLT_DoublePFJets350_CaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p79", &HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p79, &b_HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p79", &HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p79, &b_HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p79); + fChain->SetBranchAddress("HLT_Photon300_NoHE", &HLT_Photon300_NoHE, &b_HLT_Photon300_NoHE); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL", &HLT_Mu8_TrkIsoVVL, &b_HLT_Mu8_TrkIsoVVL); + fChain->SetBranchAddress("HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", &HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ, &b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ); + fChain->SetBranchAddress("HLT_Mu8_DiEle12_CaloIdL_TrackIdL", &HLT_Mu8_DiEle12_CaloIdL_TrackIdL, &b_HLT_Mu8_DiEle12_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", &HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ, &b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ); + fChain->SetBranchAddress("HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", &HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350, &b_HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", &HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL, &b_HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu17_TrkIsoVVL", &HLT_Mu17_TrkIsoVVL, &b_HLT_Mu17_TrkIsoVVL); + fChain->SetBranchAddress("HLT_Mu19_TrkIsoVVL", &HLT_Mu19_TrkIsoVVL, &b_HLT_Mu19_TrkIsoVVL); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet20_Mu5", &HLT_BTagMu_AK4DiJet20_Mu5, &b_HLT_BTagMu_AK4DiJet20_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet40_Mu5", &HLT_BTagMu_AK4DiJet40_Mu5, &b_HLT_BTagMu_AK4DiJet40_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet70_Mu5", &HLT_BTagMu_AK4DiJet70_Mu5, &b_HLT_BTagMu_AK4DiJet70_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet110_Mu5", &HLT_BTagMu_AK4DiJet110_Mu5, &b_HLT_BTagMu_AK4DiJet110_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK4DiJet170_Mu5", &HLT_BTagMu_AK4DiJet170_Mu5, &b_HLT_BTagMu_AK4DiJet170_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK4Jet300_Mu5", &HLT_BTagMu_AK4Jet300_Mu5, &b_HLT_BTagMu_AK4Jet300_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK8DiJet170_Mu5", &HLT_BTagMu_AK8DiJet170_Mu5, &b_HLT_BTagMu_AK8DiJet170_Mu5); + fChain->SetBranchAddress("HLT_BTagMu_AK8Jet300_Mu5", &HLT_BTagMu_AK8Jet300_Mu5, &b_HLT_BTagMu_AK8Jet300_Mu5); + fChain->SetBranchAddress("HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", &HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL, &b_HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", &HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL, &b_HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", &HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL, &b_HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", &HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL, &b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL); + fChain->SetBranchAddress("HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", &HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ, &b_HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ); + fChain->SetBranchAddress("HLT_Mu12_DoublePhoton20", &HLT_Mu12_DoublePhoton20, &b_HLT_Mu12_DoublePhoton20); + fChain->SetBranchAddress("HLT_TriplePhoton_20_20_20_CaloIdLV2", &HLT_TriplePhoton_20_20_20_CaloIdLV2, &b_HLT_TriplePhoton_20_20_20_CaloIdLV2); + fChain->SetBranchAddress("HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", &HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL, &b_HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL); + fChain->SetBranchAddress("HLT_TriplePhoton_30_30_10_CaloIdLV2", &HLT_TriplePhoton_30_30_10_CaloIdLV2, &b_HLT_TriplePhoton_30_30_10_CaloIdLV2); + fChain->SetBranchAddress("HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", &HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL, &b_HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL); + fChain->SetBranchAddress("HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", &HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL, &b_HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL); + fChain->SetBranchAddress("HLT_Photon20", &HLT_Photon20, &b_HLT_Photon20); + fChain->SetBranchAddress("HLT_Photon33", &HLT_Photon33, &b_HLT_Photon33); + fChain->SetBranchAddress("HLT_Photon50", &HLT_Photon50, &b_HLT_Photon50); + fChain->SetBranchAddress("HLT_Photon75", &HLT_Photon75, &b_HLT_Photon75); + fChain->SetBranchAddress("HLT_Photon90", &HLT_Photon90, &b_HLT_Photon90); + fChain->SetBranchAddress("HLT_Photon120", &HLT_Photon120, &b_HLT_Photon120); + fChain->SetBranchAddress("HLT_Photon150", &HLT_Photon150, &b_HLT_Photon150); + fChain->SetBranchAddress("HLT_Photon175", &HLT_Photon175, &b_HLT_Photon175); + fChain->SetBranchAddress("HLT_Photon200", &HLT_Photon200, &b_HLT_Photon200); + fChain->SetBranchAddress("HLT_Photon50_R9Id90_HE10_IsoM", &HLT_Photon50_R9Id90_HE10_IsoM, &b_HLT_Photon50_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM", &HLT_Photon75_R9Id90_HE10_IsoM, &b_HLT_Photon75_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ300_PFJetsMJJ400DEta3); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_CaloMJJ400_PFJetsMJJ600DEta3); + fChain->SetBranchAddress("HLT_Photon90_R9Id90_HE10_IsoM", &HLT_Photon90_R9Id90_HE10_IsoM, &b_HLT_Photon90_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_Photon120_R9Id90_HE10_IsoM", &HLT_Photon120_R9Id90_HE10_IsoM, &b_HLT_Photon120_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_Photon165_R9Id90_HE10_IsoM", &HLT_Photon165_R9Id90_HE10_IsoM, &b_HLT_Photon165_R9Id90_HE10_IsoM); + fChain->SetBranchAddress("HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", &HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90, &b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90); + fChain->SetBranchAddress("HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", &HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95, &b_HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95); + fChain->SetBranchAddress("HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", &HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55, &b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55); + fChain->SetBranchAddress("HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", &HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55, &b_HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55); + fChain->SetBranchAddress("HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", &HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55, &b_HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55); + fChain->SetBranchAddress("HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", &HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55, &b_HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_L1_NoOS", &HLT_Dimuon0_Jpsi_L1_NoOS, &b_HLT_Dimuon0_Jpsi_L1_NoOS); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_NoVertexing_NoOS", &HLT_Dimuon0_Jpsi_NoVertexing_NoOS, &b_HLT_Dimuon0_Jpsi_NoVertexing_NoOS); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi", &HLT_Dimuon0_Jpsi, &b_HLT_Dimuon0_Jpsi); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_NoVertexing", &HLT_Dimuon0_Jpsi_NoVertexing, &b_HLT_Dimuon0_Jpsi_NoVertexing); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", &HLT_Dimuon0_Jpsi_L1_4R_0er1p5R, &b_HLT_Dimuon0_Jpsi_L1_4R_0er1p5R); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", &HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R, &b_HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R); + fChain->SetBranchAddress("HLT_Dimuon0_Jpsi3p5_Muon2", &HLT_Dimuon0_Jpsi3p5_Muon2, &b_HLT_Dimuon0_Jpsi3p5_Muon2); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5", &HLT_Dimuon0_Upsilon_L1_4p5, &b_HLT_Dimuon0_Upsilon_L1_4p5); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_5", &HLT_Dimuon0_Upsilon_L1_5, &b_HLT_Dimuon0_Upsilon_L1_5); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5NoOS", &HLT_Dimuon0_Upsilon_L1_4p5NoOS, &b_HLT_Dimuon0_Upsilon_L1_4p5NoOS); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5er2p0", &HLT_Dimuon0_Upsilon_L1_4p5er2p0, &b_HLT_Dimuon0_Upsilon_L1_4p5er2p0); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_4p5er2p0M", &HLT_Dimuon0_Upsilon_L1_4p5er2p0M, &b_HLT_Dimuon0_Upsilon_L1_4p5er2p0M); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_NoVertexing", &HLT_Dimuon0_Upsilon_NoVertexing, &b_HLT_Dimuon0_Upsilon_NoVertexing); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_L1_5M", &HLT_Dimuon0_Upsilon_L1_5M, &b_HLT_Dimuon0_Upsilon_L1_5M); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_0er1p5R", &HLT_Dimuon0_LowMass_L1_0er1p5R, &b_HLT_Dimuon0_LowMass_L1_0er1p5R); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_0er1p5", &HLT_Dimuon0_LowMass_L1_0er1p5, &b_HLT_Dimuon0_LowMass_L1_0er1p5); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass", &HLT_Dimuon0_LowMass, &b_HLT_Dimuon0_LowMass); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_4", &HLT_Dimuon0_LowMass_L1_4, &b_HLT_Dimuon0_LowMass_L1_4); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_4R", &HLT_Dimuon0_LowMass_L1_4R, &b_HLT_Dimuon0_LowMass_L1_4R); + fChain->SetBranchAddress("HLT_Dimuon0_LowMass_L1_TM530", &HLT_Dimuon0_LowMass_L1_TM530, &b_HLT_Dimuon0_LowMass_L1_TM530); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_Muon_L1_TM0", &HLT_Dimuon0_Upsilon_Muon_L1_TM0, &b_HLT_Dimuon0_Upsilon_Muon_L1_TM0); + fChain->SetBranchAddress("HLT_Dimuon0_Upsilon_Muon_NoL1Mass", &HLT_Dimuon0_Upsilon_Muon_NoL1Mass, &b_HLT_Dimuon0_Upsilon_Muon_NoL1Mass); + fChain->SetBranchAddress("HLT_TripleMu_5_3_3_Mass3p8to60_DZ", &HLT_TripleMu_5_3_3_Mass3p8to60_DZ, &b_HLT_TripleMu_5_3_3_Mass3p8to60_DZ); + fChain->SetBranchAddress("HLT_TripleMu_10_5_5_DZ", &HLT_TripleMu_10_5_5_DZ, &b_HLT_TripleMu_10_5_5_DZ); + fChain->SetBranchAddress("HLT_TripleMu_12_10_5", &HLT_TripleMu_12_10_5, &b_HLT_TripleMu_12_10_5); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15); + fChain->SetBranchAddress("HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", &HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1, &b_HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1); + fChain->SetBranchAddress("HLT_DoubleMu3_DZ_PFMET50_PFMHT60", &HLT_DoubleMu3_DZ_PFMET50_PFMHT60, &b_HLT_DoubleMu3_DZ_PFMET50_PFMHT60); + fChain->SetBranchAddress("HLT_DoubleMu3_DZ_PFMET70_PFMHT70", &HLT_DoubleMu3_DZ_PFMET70_PFMHT70, &b_HLT_DoubleMu3_DZ_PFMET70_PFMHT70); + fChain->SetBranchAddress("HLT_DoubleMu3_DZ_PFMET90_PFMHT90", &HLT_DoubleMu3_DZ_PFMET90_PFMHT90, &b_HLT_DoubleMu3_DZ_PFMET90_PFMHT90); + fChain->SetBranchAddress("HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", &HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass, &b_HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass); + fChain->SetBranchAddress("HLT_DoubleMu4_Jpsi_Displaced", &HLT_DoubleMu4_Jpsi_Displaced, &b_HLT_DoubleMu4_Jpsi_Displaced); + fChain->SetBranchAddress("HLT_DoubleMu4_Jpsi_NoVertexing", &HLT_DoubleMu4_Jpsi_NoVertexing, &b_HLT_DoubleMu4_Jpsi_NoVertexing); + fChain->SetBranchAddress("HLT_DoubleMu4_JpsiTrkTrk_Displaced", &HLT_DoubleMu4_JpsiTrkTrk_Displaced, &b_HLT_DoubleMu4_JpsiTrkTrk_Displaced); + fChain->SetBranchAddress("HLT_DoubleMu43NoFiltersNoVtx", &HLT_DoubleMu43NoFiltersNoVtx, &b_HLT_DoubleMu43NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_DoubleMu48NoFiltersNoVtx", &HLT_DoubleMu48NoFiltersNoVtx, &b_HLT_DoubleMu48NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", &HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL, &b_HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL); + fChain->SetBranchAddress("HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", &HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL, &b_HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL); + fChain->SetBranchAddress("HLT_DoubleMu20_7_Mass0to30_L1_DM4", &HLT_DoubleMu20_7_Mass0to30_L1_DM4, &b_HLT_DoubleMu20_7_Mass0to30_L1_DM4); + fChain->SetBranchAddress("HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", &HLT_DoubleMu20_7_Mass0to30_L1_DM4EG, &b_HLT_DoubleMu20_7_Mass0to30_L1_DM4EG); + fChain->SetBranchAddress("HLT_HT425", &HLT_HT425, &b_HLT_HT425); + fChain->SetBranchAddress("HLT_HT430_DisplacedDijet40_DisplacedTrack", &HLT_HT430_DisplacedDijet40_DisplacedTrack, &b_HLT_HT430_DisplacedDijet40_DisplacedTrack); + fChain->SetBranchAddress("HLT_HT500_DisplacedDijet40_DisplacedTrack", &HLT_HT500_DisplacedDijet40_DisplacedTrack, &b_HLT_HT500_DisplacedDijet40_DisplacedTrack); + fChain->SetBranchAddress("HLT_HT430_DisplacedDijet60_DisplacedTrack", &HLT_HT430_DisplacedDijet60_DisplacedTrack, &b_HLT_HT430_DisplacedDijet60_DisplacedTrack); + fChain->SetBranchAddress("HLT_HT400_DisplacedDijet40_DisplacedTrack", &HLT_HT400_DisplacedDijet40_DisplacedTrack, &b_HLT_HT400_DisplacedDijet40_DisplacedTrack); + fChain->SetBranchAddress("HLT_HT650_DisplacedDijet60_Inclusive", &HLT_HT650_DisplacedDijet60_Inclusive, &b_HLT_HT650_DisplacedDijet60_Inclusive); + fChain->SetBranchAddress("HLT_HT550_DisplacedDijet60_Inclusive", &HLT_HT550_DisplacedDijet60_Inclusive, &b_HLT_HT550_DisplacedDijet60_Inclusive); + fChain->SetBranchAddress("HLT_DiJet110_35_Mjj650_PFMET110", &HLT_DiJet110_35_Mjj650_PFMET110, &b_HLT_DiJet110_35_Mjj650_PFMET110); + fChain->SetBranchAddress("HLT_DiJet110_35_Mjj650_PFMET120", &HLT_DiJet110_35_Mjj650_PFMET120, &b_HLT_DiJet110_35_Mjj650_PFMET120); + fChain->SetBranchAddress("HLT_DiJet110_35_Mjj650_PFMET130", &HLT_DiJet110_35_Mjj650_PFMET130, &b_HLT_DiJet110_35_Mjj650_PFMET130); + fChain->SetBranchAddress("HLT_TripleJet110_35_35_Mjj650_PFMET110", &HLT_TripleJet110_35_35_Mjj650_PFMET110, &b_HLT_TripleJet110_35_35_Mjj650_PFMET110); + fChain->SetBranchAddress("HLT_TripleJet110_35_35_Mjj650_PFMET120", &HLT_TripleJet110_35_35_Mjj650_PFMET120, &b_HLT_TripleJet110_35_35_Mjj650_PFMET120); + fChain->SetBranchAddress("HLT_TripleJet110_35_35_Mjj650_PFMET130", &HLT_TripleJet110_35_35_Mjj650_PFMET130, &b_HLT_TripleJet110_35_35_Mjj650_PFMET130); + fChain->SetBranchAddress("HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1", &HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1, &b_HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1); + fChain->SetBranchAddress("HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1", &HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1, &b_HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1); + fChain->SetBranchAddress("HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1", &HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1, &b_HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1); + fChain->SetBranchAddress("HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", &HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned, &b_HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned); + fChain->SetBranchAddress("HLT_Ele28_eta2p1_WPTight_Gsf_HT150", &HLT_Ele28_eta2p1_WPTight_Gsf_HT150, &b_HLT_Ele28_eta2p1_WPTight_Gsf_HT150); + fChain->SetBranchAddress("HLT_Ele28_HighEta_SC20_Mass55", &HLT_Ele28_HighEta_SC20_Mass55, &b_HLT_Ele28_HighEta_SC20_Mass55); + fChain->SetBranchAddress("HLT_DoubleMu20_7_Mass0to30_Photon23", &HLT_DoubleMu20_7_Mass0to30_Photon23, &b_HLT_DoubleMu20_7_Mass0to30_Photon23); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", &HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5, &b_HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT450_PFMET50", &HLT_Ele15_IsoVVVL_PFHT450_PFMET50, &b_HLT_Ele15_IsoVVVL_PFHT450_PFMET50); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT450", &HLT_Ele15_IsoVVVL_PFHT450, &b_HLT_Ele15_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_Ele50_IsoVVVL_PFHT450", &HLT_Ele50_IsoVVVL_PFHT450, &b_HLT_Ele50_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_Ele15_IsoVVVL_PFHT600", &HLT_Ele15_IsoVVVL_PFHT600, &b_HLT_Ele15_IsoVVVL_PFHT600); + fChain->SetBranchAddress("HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", &HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60, &b_HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60); + fChain->SetBranchAddress("HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", &HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60, &b_HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", &HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5, &b_HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT450_PFMET50", &HLT_Mu15_IsoVVVL_PFHT450_PFMET50, &b_HLT_Mu15_IsoVVVL_PFHT450_PFMET50); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT450", &HLT_Mu15_IsoVVVL_PFHT450, &b_HLT_Mu15_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_Mu50_IsoVVVL_PFHT450", &HLT_Mu50_IsoVVVL_PFHT450, &b_HLT_Mu50_IsoVVVL_PFHT450); + fChain->SetBranchAddress("HLT_Mu15_IsoVVVL_PFHT600", &HLT_Mu15_IsoVVVL_PFHT600, &b_HLT_Mu15_IsoVVVL_PFHT600); + fChain->SetBranchAddress("HLT_Dimuon10_PsiPrime_Barrel_Seagulls", &HLT_Dimuon10_PsiPrime_Barrel_Seagulls, &b_HLT_Dimuon10_PsiPrime_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_Dimuon20_Jpsi_Barrel_Seagulls", &HLT_Dimuon20_Jpsi_Barrel_Seagulls, &b_HLT_Dimuon20_Jpsi_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_Dimuon10_Upsilon_Barrel_Seagulls", &HLT_Dimuon10_Upsilon_Barrel_Seagulls, &b_HLT_Dimuon10_Upsilon_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_Dimuon12_Upsilon_eta1p5", &HLT_Dimuon12_Upsilon_eta1p5, &b_HLT_Dimuon12_Upsilon_eta1p5); + fChain->SetBranchAddress("HLT_Dimuon14_Phi_Barrel_Seagulls", &HLT_Dimuon14_Phi_Barrel_Seagulls, &b_HLT_Dimuon14_Phi_Barrel_Seagulls); + fChain->SetBranchAddress("HLT_Dimuon18_PsiPrime", &HLT_Dimuon18_PsiPrime, &b_HLT_Dimuon18_PsiPrime); + fChain->SetBranchAddress("HLT_Dimuon25_Jpsi", &HLT_Dimuon25_Jpsi, &b_HLT_Dimuon25_Jpsi); + fChain->SetBranchAddress("HLT_Dimuon18_PsiPrime_noCorrL1", &HLT_Dimuon18_PsiPrime_noCorrL1, &b_HLT_Dimuon18_PsiPrime_noCorrL1); + fChain->SetBranchAddress("HLT_Dimuon24_Upsilon_noCorrL1", &HLT_Dimuon24_Upsilon_noCorrL1, &b_HLT_Dimuon24_Upsilon_noCorrL1); + fChain->SetBranchAddress("HLT_Dimuon24_Phi_noCorrL1", &HLT_Dimuon24_Phi_noCorrL1, &b_HLT_Dimuon24_Phi_noCorrL1); + fChain->SetBranchAddress("HLT_Dimuon25_Jpsi_noCorrL1", &HLT_Dimuon25_Jpsi_noCorrL1, &b_HLT_Dimuon25_Jpsi_noCorrL1); + fChain->SetBranchAddress("HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", &HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ, &b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ); + fChain->SetBranchAddress("HLT_DiMu9_Ele9_CaloIdL_TrackIdL", &HLT_DiMu9_Ele9_CaloIdL_TrackIdL, &b_HLT_DiMu9_Ele9_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_DoubleIsoMu20_eta2p1", &HLT_DoubleIsoMu20_eta2p1, &b_HLT_DoubleIsoMu20_eta2p1); + fChain->SetBranchAddress("HLT_DoubleIsoMu24_eta2p1", &HLT_DoubleIsoMu24_eta2p1, &b_HLT_DoubleIsoMu24_eta2p1); + fChain->SetBranchAddress("HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", &HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx, &b_HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", &HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx, &b_HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", &HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx, &b_HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx); + fChain->SetBranchAddress("HLT_Mu8", &HLT_Mu8, &b_HLT_Mu8); + fChain->SetBranchAddress("HLT_Mu17", &HLT_Mu17, &b_HLT_Mu17); + fChain->SetBranchAddress("HLT_Mu19", &HLT_Mu19, &b_HLT_Mu19); + fChain->SetBranchAddress("HLT_Mu17_Photon30_IsoCaloId", &HLT_Mu17_Photon30_IsoCaloId, &b_HLT_Mu17_Photon30_IsoCaloId); + fChain->SetBranchAddress("HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", &HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30, &b_HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30); + fChain->SetBranchAddress("HLT_Ele8_CaloIdM_TrackIdM_PFJet30", &HLT_Ele8_CaloIdM_TrackIdM_PFJet30, &b_HLT_Ele8_CaloIdM_TrackIdM_PFJet30); + fChain->SetBranchAddress("HLT_Ele17_CaloIdM_TrackIdM_PFJet30", &HLT_Ele17_CaloIdM_TrackIdM_PFJet30, &b_HLT_Ele17_CaloIdM_TrackIdM_PFJet30); + fChain->SetBranchAddress("HLT_Ele23_CaloIdM_TrackIdM_PFJet30", &HLT_Ele23_CaloIdM_TrackIdM_PFJet30, &b_HLT_Ele23_CaloIdM_TrackIdM_PFJet30); + fChain->SetBranchAddress("HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", &HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165, &b_HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165); + fChain->SetBranchAddress("HLT_Ele115_CaloIdVT_GsfTrkIdT", &HLT_Ele115_CaloIdVT_GsfTrkIdT, &b_HLT_Ele115_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Ele135_CaloIdVT_GsfTrkIdT", &HLT_Ele135_CaloIdVT_GsfTrkIdT, &b_HLT_Ele135_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Ele145_CaloIdVT_GsfTrkIdT", &HLT_Ele145_CaloIdVT_GsfTrkIdT, &b_HLT_Ele145_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Ele200_CaloIdVT_GsfTrkIdT", &HLT_Ele200_CaloIdVT_GsfTrkIdT, &b_HLT_Ele200_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Ele250_CaloIdVT_GsfTrkIdT", &HLT_Ele250_CaloIdVT_GsfTrkIdT, &b_HLT_Ele250_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_Ele300_CaloIdVT_GsfTrkIdT", &HLT_Ele300_CaloIdVT_GsfTrkIdT, &b_HLT_Ele300_CaloIdVT_GsfTrkIdT); + fChain->SetBranchAddress("HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5", &HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5, &b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40_TriplePFBTagDeepCSV_4p5); + fChain->SetBranchAddress("HLT_PFHT330PT30_QuadPFJet_75_60_45_40", &HLT_PFHT330PT30_QuadPFJet_75_60_45_40, &b_HLT_PFHT330PT30_QuadPFJet_75_60_45_40); + fChain->SetBranchAddress("HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", &HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2, &b_HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2); + fChain->SetBranchAddress("HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", &HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2, &b_HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2); + fChain->SetBranchAddress("HLT_PFHT380_SixPFJet32", &HLT_PFHT380_SixPFJet32, &b_HLT_PFHT380_SixPFJet32); + fChain->SetBranchAddress("HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", &HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5, &b_HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5); + fChain->SetBranchAddress("HLT_PFHT430_SixPFJet40", &HLT_PFHT430_SixPFJet40, &b_HLT_PFHT430_SixPFJet40); + fChain->SetBranchAddress("HLT_PFHT350", &HLT_PFHT350, &b_HLT_PFHT350); + fChain->SetBranchAddress("HLT_PFHT350MinPFJet15", &HLT_PFHT350MinPFJet15, &b_HLT_PFHT350MinPFJet15); + fChain->SetBranchAddress("HLT_Photon60_R9Id90_CaloIdL_IsoL", &HLT_Photon60_R9Id90_CaloIdL_IsoL, &b_HLT_Photon60_R9Id90_CaloIdL_IsoL); + fChain->SetBranchAddress("HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", &HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL, &b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL); + fChain->SetBranchAddress("HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", &HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15, &b_HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15); + fChain->SetBranchAddress("HLT_FullTrack_Multiplicity85", &HLT_FullTrack_Multiplicity85, &b_HLT_FullTrack_Multiplicity85); + fChain->SetBranchAddress("HLT_FullTrack_Multiplicity100", &HLT_FullTrack_Multiplicity100, &b_HLT_FullTrack_Multiplicity100); + fChain->SetBranchAddress("HLT_FullTrack_Multiplicity130", &HLT_FullTrack_Multiplicity130, &b_HLT_FullTrack_Multiplicity130); + fChain->SetBranchAddress("HLT_FullTrack_Multiplicity155", &HLT_FullTrack_Multiplicity155, &b_HLT_FullTrack_Multiplicity155); + fChain->SetBranchAddress("HLT_ECALHT800", &HLT_ECALHT800, &b_HLT_ECALHT800); + fChain->SetBranchAddress("HLT_DiSC30_18_EIso_AND_HE_Mass70", &HLT_DiSC30_18_EIso_AND_HE_Mass70, &b_HLT_DiSC30_18_EIso_AND_HE_Mass70); + fChain->SetBranchAddress("HLT_Physics", &HLT_Physics, &b_HLT_Physics); + fChain->SetBranchAddress("HLT_Physics_part0", &HLT_Physics_part0, &b_HLT_Physics_part0); + fChain->SetBranchAddress("HLT_Physics_part1", &HLT_Physics_part1, &b_HLT_Physics_part1); + fChain->SetBranchAddress("HLT_Physics_part2", &HLT_Physics_part2, &b_HLT_Physics_part2); + fChain->SetBranchAddress("HLT_Physics_part3", &HLT_Physics_part3, &b_HLT_Physics_part3); + fChain->SetBranchAddress("HLT_Physics_part4", &HLT_Physics_part4, &b_HLT_Physics_part4); + fChain->SetBranchAddress("HLT_Physics_part5", &HLT_Physics_part5, &b_HLT_Physics_part5); + fChain->SetBranchAddress("HLT_Physics_part6", &HLT_Physics_part6, &b_HLT_Physics_part6); + fChain->SetBranchAddress("HLT_Physics_part7", &HLT_Physics_part7, &b_HLT_Physics_part7); + fChain->SetBranchAddress("HLT_Random", &HLT_Random, &b_HLT_Random); + fChain->SetBranchAddress("HLT_ZeroBias", &HLT_ZeroBias, &b_HLT_ZeroBias); + fChain->SetBranchAddress("HLT_ZeroBias_part0", &HLT_ZeroBias_part0, &b_HLT_ZeroBias_part0); + fChain->SetBranchAddress("HLT_ZeroBias_part1", &HLT_ZeroBias_part1, &b_HLT_ZeroBias_part1); + fChain->SetBranchAddress("HLT_ZeroBias_part2", &HLT_ZeroBias_part2, &b_HLT_ZeroBias_part2); + fChain->SetBranchAddress("HLT_ZeroBias_part3", &HLT_ZeroBias_part3, &b_HLT_ZeroBias_part3); + fChain->SetBranchAddress("HLT_ZeroBias_part4", &HLT_ZeroBias_part4, &b_HLT_ZeroBias_part4); + fChain->SetBranchAddress("HLT_ZeroBias_part5", &HLT_ZeroBias_part5, &b_HLT_ZeroBias_part5); + fChain->SetBranchAddress("HLT_ZeroBias_part6", &HLT_ZeroBias_part6, &b_HLT_ZeroBias_part6); + fChain->SetBranchAddress("HLT_ZeroBias_part7", &HLT_ZeroBias_part7, &b_HLT_ZeroBias_part7); + fChain->SetBranchAddress("HLT_AK4CaloJet30", &HLT_AK4CaloJet30, &b_HLT_AK4CaloJet30); + fChain->SetBranchAddress("HLT_AK4CaloJet40", &HLT_AK4CaloJet40, &b_HLT_AK4CaloJet40); + fChain->SetBranchAddress("HLT_AK4CaloJet50", &HLT_AK4CaloJet50, &b_HLT_AK4CaloJet50); + fChain->SetBranchAddress("HLT_AK4CaloJet80", &HLT_AK4CaloJet80, &b_HLT_AK4CaloJet80); + fChain->SetBranchAddress("HLT_AK4CaloJet100", &HLT_AK4CaloJet100, &b_HLT_AK4CaloJet100); + fChain->SetBranchAddress("HLT_AK4CaloJet120", &HLT_AK4CaloJet120, &b_HLT_AK4CaloJet120); + fChain->SetBranchAddress("HLT_AK4PFJet30", &HLT_AK4PFJet30, &b_HLT_AK4PFJet30); + fChain->SetBranchAddress("HLT_AK4PFJet50", &HLT_AK4PFJet50, &b_HLT_AK4PFJet50); + fChain->SetBranchAddress("HLT_AK4PFJet80", &HLT_AK4PFJet80, &b_HLT_AK4PFJet80); + fChain->SetBranchAddress("HLT_AK4PFJet100", &HLT_AK4PFJet100, &b_HLT_AK4PFJet100); + fChain->SetBranchAddress("HLT_AK4PFJet120", &HLT_AK4PFJet120, &b_HLT_AK4PFJet120); + fChain->SetBranchAddress("HLT_SinglePhoton10_Eta3p1ForPPRef", &HLT_SinglePhoton10_Eta3p1ForPPRef, &b_HLT_SinglePhoton10_Eta3p1ForPPRef); + fChain->SetBranchAddress("HLT_SinglePhoton20_Eta3p1ForPPRef", &HLT_SinglePhoton20_Eta3p1ForPPRef, &b_HLT_SinglePhoton20_Eta3p1ForPPRef); + fChain->SetBranchAddress("HLT_SinglePhoton30_Eta3p1ForPPRef", &HLT_SinglePhoton30_Eta3p1ForPPRef, &b_HLT_SinglePhoton30_Eta3p1ForPPRef); + fChain->SetBranchAddress("HLT_Photon20_HoverELoose", &HLT_Photon20_HoverELoose, &b_HLT_Photon20_HoverELoose); + fChain->SetBranchAddress("HLT_Photon30_HoverELoose", &HLT_Photon30_HoverELoose, &b_HLT_Photon30_HoverELoose); + fChain->SetBranchAddress("HLT_EcalCalibration", &HLT_EcalCalibration, &b_HLT_EcalCalibration); + fChain->SetBranchAddress("HLT_HcalCalibration", &HLT_HcalCalibration, &b_HLT_HcalCalibration); + fChain->SetBranchAddress("HLT_L1UnpairedBunchBptxMinus", &HLT_L1UnpairedBunchBptxMinus, &b_HLT_L1UnpairedBunchBptxMinus); + fChain->SetBranchAddress("HLT_L1UnpairedBunchBptxPlus", &HLT_L1UnpairedBunchBptxPlus, &b_HLT_L1UnpairedBunchBptxPlus); + fChain->SetBranchAddress("HLT_L1NotBptxOR", &HLT_L1NotBptxOR, &b_HLT_L1NotBptxOR); + fChain->SetBranchAddress("HLT_L1MinimumBiasHF_OR", &HLT_L1MinimumBiasHF_OR, &b_HLT_L1MinimumBiasHF_OR); + fChain->SetBranchAddress("HLT_L1MinimumBiasHF0OR", &HLT_L1MinimumBiasHF0OR, &b_HLT_L1MinimumBiasHF0OR); + fChain->SetBranchAddress("HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", &HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142, &b_HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142); + fChain->SetBranchAddress("HLT_HcalNZS", &HLT_HcalNZS, &b_HLT_HcalNZS); + fChain->SetBranchAddress("HLT_HcalPhiSym", &HLT_HcalPhiSym, &b_HLT_HcalPhiSym); + fChain->SetBranchAddress("HLT_HcalIsolatedbunch", &HLT_HcalIsolatedbunch, &b_HLT_HcalIsolatedbunch); + fChain->SetBranchAddress("HLT_IsoTrackHB", &HLT_IsoTrackHB, &b_HLT_IsoTrackHB); + fChain->SetBranchAddress("HLT_IsoTrackHE", &HLT_IsoTrackHE, &b_HLT_IsoTrackHE); + fChain->SetBranchAddress("HLT_ZeroBias_FirstCollisionAfterAbortGap", &HLT_ZeroBias_FirstCollisionAfterAbortGap, &b_HLT_ZeroBias_FirstCollisionAfterAbortGap); + fChain->SetBranchAddress("HLT_ZeroBias_IsolatedBunches", &HLT_ZeroBias_IsolatedBunches, &b_HLT_ZeroBias_IsolatedBunches); + fChain->SetBranchAddress("HLT_ZeroBias_FirstCollisionInTrain", &HLT_ZeroBias_FirstCollisionInTrain, &b_HLT_ZeroBias_FirstCollisionInTrain); + fChain->SetBranchAddress("HLT_ZeroBias_LastCollisionInTrain", &HLT_ZeroBias_LastCollisionInTrain, &b_HLT_ZeroBias_LastCollisionInTrain); + fChain->SetBranchAddress("HLT_ZeroBias_FirstBXAfterTrain", &HLT_ZeroBias_FirstBXAfterTrain, &b_HLT_ZeroBias_FirstBXAfterTrain); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", &HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1, &b_HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", &HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg, &b_HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET140); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", &HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr, &b_HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", &HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr, &b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", &HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1, &b_HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1", &HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1, &b_HLT_MediumChargedIsoPFTau200HighPtRelaxedIso_Trk50_eta2p1); + fChain->SetBranchAddress("HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1", &HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1, &b_HLT_MediumChargedIsoPFTau220HighPtRelaxedIso_Trk50_eta2p1); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", &HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL, &b_HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL); + fChain->SetBranchAddress("HLT_Rsq0p35", &HLT_Rsq0p35, &b_HLT_Rsq0p35); + fChain->SetBranchAddress("HLT_Rsq0p40", &HLT_Rsq0p40, &b_HLT_Rsq0p40); + fChain->SetBranchAddress("HLT_RsqMR300_Rsq0p09_MR200", &HLT_RsqMR300_Rsq0p09_MR200, &b_HLT_RsqMR300_Rsq0p09_MR200); + fChain->SetBranchAddress("HLT_RsqMR320_Rsq0p09_MR200", &HLT_RsqMR320_Rsq0p09_MR200, &b_HLT_RsqMR320_Rsq0p09_MR200); + fChain->SetBranchAddress("HLT_RsqMR300_Rsq0p09_MR200_4jet", &HLT_RsqMR300_Rsq0p09_MR200_4jet, &b_HLT_RsqMR300_Rsq0p09_MR200_4jet); + fChain->SetBranchAddress("HLT_RsqMR320_Rsq0p09_MR200_4jet", &HLT_RsqMR320_Rsq0p09_MR200_4jet, &b_HLT_RsqMR320_Rsq0p09_MR200_4jet); + fChain->SetBranchAddress("HLT_IsoMu27_LooseChargedIsoPFTau20_Trk1_eta2p1_SingleL1", &HLT_IsoMu27_LooseChargedIsoPFTau20_Trk1_eta2p1_SingleL1, &b_HLT_IsoMu27_LooseChargedIsoPFTau20_Trk1_eta2p1_SingleL1); + fChain->SetBranchAddress("HLT_IsoMu27_MediumChargedIsoPFTau20_Trk1_eta2p1_SingleL1", &HLT_IsoMu27_MediumChargedIsoPFTau20_Trk1_eta2p1_SingleL1, &b_HLT_IsoMu27_MediumChargedIsoPFTau20_Trk1_eta2p1_SingleL1); + fChain->SetBranchAddress("HLT_IsoMu27_TightChargedIsoPFTau20_Trk1_eta2p1_SingleL1", &HLT_IsoMu27_TightChargedIsoPFTau20_Trk1_eta2p1_SingleL1, &b_HLT_IsoMu27_TightChargedIsoPFTau20_Trk1_eta2p1_SingleL1); + fChain->SetBranchAddress("HLT_IsoMu27_MET90", &HLT_IsoMu27_MET90, &b_HLT_IsoMu27_MET90); + fChain->SetBranchAddress("HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1", &HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1, &b_HLT_IsoMu20_eta2p1_LooseChargedIsoPFTauHPS27_eta2p1_CrossL1); + fChain->SetBranchAddress("HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1", &HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1, &b_HLT_IsoMu24_eta2p1_MediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg_CrossL1); + fChain->SetBranchAddress("HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg", &HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg, &b_HLT_DoubleMediumChargedIsoPFTauHPS35_Trk1_eta2p1_Reg); + fChain->SetBranchAddress("HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", &HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50, &b_HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3); + fChain->SetBranchAddress("HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", &HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3, &b_HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3); + fChain->SetBranchAddress("HLT_PFMET100_PFMHT100_IDTight_PFHT60", &HLT_PFMET100_PFMHT100_IDTight_PFHT60, &b_HLT_PFMET100_PFMHT100_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", &HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60, &b_HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", &HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60, &b_HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60); + fChain->SetBranchAddress("HLT_Mu18_Mu9_SameSign", &HLT_Mu18_Mu9_SameSign, &b_HLT_Mu18_Mu9_SameSign); + fChain->SetBranchAddress("HLT_Mu18_Mu9_SameSign_DZ", &HLT_Mu18_Mu9_SameSign_DZ, &b_HLT_Mu18_Mu9_SameSign_DZ); + fChain->SetBranchAddress("HLT_Mu18_Mu9", &HLT_Mu18_Mu9, &b_HLT_Mu18_Mu9); + fChain->SetBranchAddress("HLT_Mu18_Mu9_DZ", &HLT_Mu18_Mu9_DZ, &b_HLT_Mu18_Mu9_DZ); + fChain->SetBranchAddress("HLT_Mu20_Mu10_SameSign", &HLT_Mu20_Mu10_SameSign, &b_HLT_Mu20_Mu10_SameSign); + fChain->SetBranchAddress("HLT_Mu20_Mu10_SameSign_DZ", &HLT_Mu20_Mu10_SameSign_DZ, &b_HLT_Mu20_Mu10_SameSign_DZ); + fChain->SetBranchAddress("HLT_Mu20_Mu10", &HLT_Mu20_Mu10, &b_HLT_Mu20_Mu10); + fChain->SetBranchAddress("HLT_Mu20_Mu10_DZ", &HLT_Mu20_Mu10_DZ, &b_HLT_Mu20_Mu10_DZ); + fChain->SetBranchAddress("HLT_Mu23_Mu12_SameSign", &HLT_Mu23_Mu12_SameSign, &b_HLT_Mu23_Mu12_SameSign); + fChain->SetBranchAddress("HLT_Mu23_Mu12_SameSign_DZ", &HLT_Mu23_Mu12_SameSign_DZ, &b_HLT_Mu23_Mu12_SameSign_DZ); + fChain->SetBranchAddress("HLT_Mu23_Mu12", &HLT_Mu23_Mu12, &b_HLT_Mu23_Mu12); + fChain->SetBranchAddress("HLT_Mu23_Mu12_DZ", &HLT_Mu23_Mu12_DZ, &b_HLT_Mu23_Mu12_DZ); + fChain->SetBranchAddress("HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05", &HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05, &b_HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi1p05); + fChain->SetBranchAddress("HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", &HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi, &b_HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi); + fChain->SetBranchAddress("HLT_DoubleMu3_DCA_PFMET50_PFMHT60", &HLT_DoubleMu3_DCA_PFMET50_PFMHT60, &b_HLT_DoubleMu3_DCA_PFMET50_PFMHT60); + fChain->SetBranchAddress("HLT_TripleMu_5_3_3_Mass3p8to60_DCA", &HLT_TripleMu_5_3_3_Mass3p8to60_DCA, &b_HLT_TripleMu_5_3_3_Mass3p8to60_DCA); + fChain->SetBranchAddress("HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1", &HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1, &b_HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1); + fChain->SetBranchAddress("HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1", &HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1, &b_HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1); + fChain->SetBranchAddress("HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1", &HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1, &b_HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1); + fChain->SetBranchAddress("HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1", &HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1, &b_HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1); + fChain->SetBranchAddress("HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2", &HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2, &b_HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2); + fChain->SetBranchAddress("HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2", &HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2, &b_HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2); + fChain->SetBranchAddress("HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2", &HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2, &b_HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2); + fChain->SetBranchAddress("HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2", &HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2, &b_HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2); + fChain->SetBranchAddress("HLT_QuadPFJet98_83_71_15", &HLT_QuadPFJet98_83_71_15, &b_HLT_QuadPFJet98_83_71_15); + fChain->SetBranchAddress("HLT_QuadPFJet103_88_75_15", &HLT_QuadPFJet103_88_75_15, &b_HLT_QuadPFJet103_88_75_15); + fChain->SetBranchAddress("HLT_QuadPFJet105_88_76_15", &HLT_QuadPFJet105_88_76_15, &b_HLT_QuadPFJet105_88_76_15); + fChain->SetBranchAddress("HLT_QuadPFJet111_90_80_15", &HLT_QuadPFJet111_90_80_15, &b_HLT_QuadPFJet111_90_80_15); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p17", &HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p17, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p17); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p1", &HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p1, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BTagCSV_p1); + fChain->SetBranchAddress("HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02", &HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02, &b_HLT_AK8PFJet330_TrimMass30_PFAK8BoostedDoubleB_p02); + fChain->SetBranchAddress("HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", &HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55, &b_HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55); + fChain->SetBranchAddress("HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", &HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55, &b_HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55); + fChain->SetBranchAddress("HLTriggerFinalPath", &HLTriggerFinalPath, &b_HLTriggerFinalPath); + fChain->SetBranchAddress("nLepton", &nLepton, &b_nLepton); + fChain->SetBranchAddress("Lepton_pdgId", Lepton_pdgId, &b_Lepton_pdgId); + fChain->SetBranchAddress("Lepton_electronIdx", Lepton_electronIdx, &b_Lepton_electronIdx); + fChain->SetBranchAddress("Lepton_muonIdx", Lepton_muonIdx, &b_Lepton_muonIdx); + fChain->SetBranchAddress("Lepton_pt", Lepton_pt, &b_Lepton_pt); + fChain->SetBranchAddress("Lepton_eta", Lepton_eta, &b_Lepton_eta); + fChain->SetBranchAddress("Lepton_phi", Lepton_phi, &b_Lepton_phi); + fChain->SetBranchAddress("nVetoLepton", &nVetoLepton, &b_nVetoLepton); + fChain->SetBranchAddress("VetoLepton_pdgId", VetoLepton_pdgId, &b_VetoLepton_pdgId); + fChain->SetBranchAddress("VetoLepton_electronIdx", VetoLepton_electronIdx, &b_VetoLepton_electronIdx); + fChain->SetBranchAddress("VetoLepton_muonIdx", VetoLepton_muonIdx, &b_VetoLepton_muonIdx); + fChain->SetBranchAddress("VetoLepton_pt", VetoLepton_pt, &b_VetoLepton_pt); + fChain->SetBranchAddress("VetoLepton_eta", VetoLepton_eta, &b_VetoLepton_eta); + fChain->SetBranchAddress("VetoLepton_phi", VetoLepton_phi, &b_VetoLepton_phi); + fChain->SetBranchAddress("nCleanJet", &nCleanJet, &b_nCleanJet); + fChain->SetBranchAddress("CleanJet_jetIdx", CleanJet_jetIdx, &b_CleanJet_jetIdx); + fChain->SetBranchAddress("CleanJet_pt", CleanJet_pt, &b_CleanJet_pt); + fChain->SetBranchAddress("CleanJet_eta", CleanJet_eta, &b_CleanJet_eta); + fChain->SetBranchAddress("CleanJet_phi", CleanJet_phi, &b_CleanJet_phi); + fChain->SetBranchAddress("Lepton_isLoose", Lepton_isLoose, &b_Lepton_isLoose); + fChain->SetBranchAddress("Lepton_isVeto", Lepton_isVeto, &b_Lepton_isVeto); + fChain->SetBranchAddress("dmZll_veto", &dmZll_veto, &b_dmZll_veto); + fChain->SetBranchAddress("Lepton_isTightElectron_mvaFall17V2Iso_WP90_tthmva_70", Lepton_isTightElectron_mvaFall17V2Iso_WP90_tthmva_70, &b_Lepton_isTightElectron_mvaFall17V2Iso_WP90_tthmva_70); + fChain->SetBranchAddress("Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS_tthmva_70", Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS_tthmva_70, &b_Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS_tthmva_70); + fChain->SetBranchAddress("Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS", Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS, &b_Lepton_isTightElectron_mvaFall17V2Iso_WP90_SS); + fChain->SetBranchAddress("Lepton_isTightElectron_mvaFall17V2Iso_WP90", Lepton_isTightElectron_mvaFall17V2Iso_WP90, &b_Lepton_isTightElectron_mvaFall17V2Iso_WP90); + fChain->SetBranchAddress("Lepton_isTightMuon_cut_Tight_HWWW_tthmva_80", Lepton_isTightMuon_cut_Tight_HWWW_tthmva_80, &b_Lepton_isTightMuon_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("Lepton_isTightMuon_cut_Tight_HWWW", Lepton_isTightMuon_cut_Tight_HWWW, &b_Lepton_isTightMuon_cut_Tight_HWWW); + fChain->SetBranchAddress("nCleanFatJet", &nCleanFatJet, &b_nCleanFatJet); + fChain->SetBranchAddress("CleanFatJet_jetIdx", CleanFatJet_jetIdx, &b_CleanFatJet_jetIdx); + fChain->SetBranchAddress("CleanFatJet_pt", CleanFatJet_pt, &b_CleanFatJet_pt); + fChain->SetBranchAddress("CleanFatJet_eta", CleanFatJet_eta, &b_CleanFatJet_eta); + fChain->SetBranchAddress("CleanFatJet_phi", CleanFatJet_phi, &b_CleanFatJet_phi); + fChain->SetBranchAddress("CleanFatJet_mass", CleanFatJet_mass, &b_CleanFatJet_mass); + fChain->SetBranchAddress("CleanFatJet_tau21", CleanFatJet_tau21, &b_CleanFatJet_tau21); + fChain->SetBranchAddress("nCleanJetNotFat", &nCleanJetNotFat, &b_nCleanJetNotFat); + fChain->SetBranchAddress("CleanJetNotFat_jetIdx", CleanJetNotFat_jetIdx, &b_CleanJetNotFat_jetIdx); + fChain->SetBranchAddress("CleanJetNotFat_deltaR", CleanJetNotFat_deltaR, &b_CleanJetNotFat_deltaR); + fChain->SetBranchAddress("Lepton_rochesterSF", Lepton_rochesterSF, &b_Lepton_rochesterSF); + fChain->SetBranchAddress("mll", &mll, &b_mll); + fChain->SetBranchAddress("dphill", &dphill, &b_dphill); + fChain->SetBranchAddress("yll", &yll, &b_yll); + fChain->SetBranchAddress("ptll", &ptll, &b_ptll); + fChain->SetBranchAddress("pt1", &pt1, &b_pt1); + fChain->SetBranchAddress("pt2", &pt2, &b_pt2); + fChain->SetBranchAddress("mth", &mth, &b_mth); + fChain->SetBranchAddress("mcoll", &mcoll, &b_mcoll); + fChain->SetBranchAddress("mcollWW", &mcollWW, &b_mcollWW); + fChain->SetBranchAddress("mTi", &mTi, &b_mTi); + fChain->SetBranchAddress("mTe", &mTe, &b_mTe); + fChain->SetBranchAddress("choiMass", &choiMass, &b_choiMass); + fChain->SetBranchAddress("mR", &mR, &b_mR); + fChain->SetBranchAddress("mT2", &mT2, &b_mT2); + fChain->SetBranchAddress("channel", &channel, &b_channel); + fChain->SetBranchAddress("drll", &drll, &b_drll); + fChain->SetBranchAddress("dphilljet", &dphilljet, &b_dphilljet); + fChain->SetBranchAddress("dphilljetjet", &dphilljetjet, &b_dphilljetjet); + fChain->SetBranchAddress("dphilljetjet_cut", &dphilljetjet_cut, &b_dphilljetjet_cut); + fChain->SetBranchAddress("dphillmet", &dphillmet, &b_dphillmet); + fChain->SetBranchAddress("dphilmet", &dphilmet, &b_dphilmet); + fChain->SetBranchAddress("dphilmet1", &dphilmet1, &b_dphilmet1); + fChain->SetBranchAddress("dphilmet2", &dphilmet2, &b_dphilmet2); + fChain->SetBranchAddress("mtw1", &mtw1, &b_mtw1); + fChain->SetBranchAddress("mtw2", &mtw2, &b_mtw2); + fChain->SetBranchAddress("mjj", &mjj, &b_mjj); + fChain->SetBranchAddress("detajj", &detajj, &b_detajj); + fChain->SetBranchAddress("njet", &njet, &b_njet); + fChain->SetBranchAddress("mllWgSt", &mllWgSt, &b_mllWgSt); + fChain->SetBranchAddress("drllWgSt", &drllWgSt, &b_drllWgSt); + fChain->SetBranchAddress("mllThird", &mllThird, &b_mllThird); + fChain->SetBranchAddress("mllOneThree", &mllOneThree, &b_mllOneThree); + fChain->SetBranchAddress("mllTwoThree", &mllTwoThree, &b_mllTwoThree); + fChain->SetBranchAddress("drllOneThree", &drllOneThree, &b_drllOneThree); + fChain->SetBranchAddress("drllTwoThree", &drllTwoThree, &b_drllTwoThree); + fChain->SetBranchAddress("dphijet1met", &dphijet1met, &b_dphijet1met); + fChain->SetBranchAddress("dphijet2met", &dphijet2met, &b_dphijet2met); + fChain->SetBranchAddress("dphijjmet", &dphijjmet, &b_dphijjmet); + fChain->SetBranchAddress("dphijjmet_cut", &dphijjmet_cut, &b_dphijjmet_cut); + fChain->SetBranchAddress("dphilep1jet1", &dphilep1jet1, &b_dphilep1jet1); + fChain->SetBranchAddress("dphilep1jet2", &dphilep1jet2, &b_dphilep1jet2); + fChain->SetBranchAddress("dphilep2jet1", &dphilep2jet1, &b_dphilep2jet1); + fChain->SetBranchAddress("dphilep2jet2", &dphilep2jet2, &b_dphilep2jet2); + fChain->SetBranchAddress("mindetajl", &mindetajl, &b_mindetajl); + fChain->SetBranchAddress("detall", &detall, &b_detall); + fChain->SetBranchAddress("dphijj", &dphijj, &b_dphijj); + fChain->SetBranchAddress("maxdphilepjj", &maxdphilepjj, &b_maxdphilepjj); + fChain->SetBranchAddress("dphilep1jj", &dphilep1jj, &b_dphilep1jj); + fChain->SetBranchAddress("dphilep2jj", &dphilep2jj, &b_dphilep2jj); + fChain->SetBranchAddress("ht", &ht, &b_ht); + fChain->SetBranchAddress("vht_pt", &vht_pt, &b_vht_pt); + fChain->SetBranchAddress("vht_phi", &vht_phi, &b_vht_phi); + fChain->SetBranchAddress("projpfmet", &projpfmet, &b_projpfmet); + fChain->SetBranchAddress("dphiltkmet", &dphiltkmet, &b_dphiltkmet); + fChain->SetBranchAddress("projtkmet", &projtkmet, &b_projtkmet); + fChain->SetBranchAddress("mpmet", &mpmet, &b_mpmet); + fChain->SetBranchAddress("pTWW", &pTWW, &b_pTWW); + fChain->SetBranchAddress("pTHjj", &pTHjj, &b_pTHjj); + fChain->SetBranchAddress("recoil", &recoil, &b_recoil); + fChain->SetBranchAddress("jetpt1_cut", &jetpt1_cut, &b_jetpt1_cut); + fChain->SetBranchAddress("jetpt2_cut", &jetpt2_cut, &b_jetpt2_cut); + fChain->SetBranchAddress("dphilljet_cut", &dphilljet_cut, &b_dphilljet_cut); + fChain->SetBranchAddress("dphijet1met_cut", &dphijet1met_cut, &b_dphijet1met_cut); + fChain->SetBranchAddress("dphijet2met_cut", &dphijet2met_cut, &b_dphijet2met_cut); + fChain->SetBranchAddress("PfMetDivSumMet", &PfMetDivSumMet, &b_PfMetDivSumMet); + fChain->SetBranchAddress("upara", &upara, &b_upara); + fChain->SetBranchAddress("uperp", &uperp, &b_uperp); + fChain->SetBranchAddress("m2ljj20", &m2ljj20, &b_m2ljj20); + fChain->SetBranchAddress("m2ljj30", &m2ljj30, &b_m2ljj30); + fChain->SetBranchAddress("ptTOT_cut", &ptTOT_cut, &b_ptTOT_cut); + fChain->SetBranchAddress("mTOT_cut", &mTOT_cut, &b_mTOT_cut); + fChain->SetBranchAddress("OLV1_cut", &OLV1_cut, &b_OLV1_cut); + fChain->SetBranchAddress("OLV2_cut", &OLV2_cut, &b_OLV2_cut); + fChain->SetBranchAddress("Ceta_cut", &Ceta_cut, &b_Ceta_cut); + fChain->SetBranchAddress("mlljj20_whss", &mlljj20_whss, &b_mlljj20_whss); + fChain->SetBranchAddress("mlljj30_whss", &mlljj30_whss, &b_mlljj30_whss); + fChain->SetBranchAddress("WlepPt_whss", &WlepPt_whss, &b_WlepPt_whss); + fChain->SetBranchAddress("WlepMt_whss", &WlepMt_whss, &b_WlepMt_whss); + fChain->SetBranchAddress("WH3l_dphilmet", WH3l_dphilmet, &b_WH3l_dphilmet); + fChain->SetBranchAddress("WH3l_drOSll", WH3l_drOSll, &b_WH3l_drOSll); + fChain->SetBranchAddress("WH3l_ZVeto", &WH3l_ZVeto, &b_WH3l_ZVeto); + fChain->SetBranchAddress("WH3l_flagOSSF", &WH3l_flagOSSF, &b_WH3l_flagOSSF); + fChain->SetBranchAddress("ZH3l_checkmZ", &ZH3l_checkmZ, &b_ZH3l_checkmZ); + fChain->SetBranchAddress("ZH3l_njet", &ZH3l_njet, &b_ZH3l_njet); + fChain->SetBranchAddress("ZH3l_pdgid_l", &ZH3l_pdgid_l, &b_ZH3l_pdgid_l); + fChain->SetBranchAddress("WH3l_mOSll", WH3l_mOSll, &b_WH3l_mOSll); + fChain->SetBranchAddress("WH3l_mtWWW", &WH3l_mtWWW, &b_WH3l_mtWWW); + fChain->SetBranchAddress("ZH3l_mTlmet", &ZH3l_mTlmet, &b_ZH3l_mTlmet); + fChain->SetBranchAddress("WH3l_ptOSll", WH3l_ptOSll, &b_WH3l_ptOSll); + fChain->SetBranchAddress("ZH3l_mTlmetj", &ZH3l_mTlmetj, &b_ZH3l_mTlmetj); + fChain->SetBranchAddress("ZH3l_pTlmetjj", &ZH3l_pTlmetjj, &b_ZH3l_pTlmetjj); + fChain->SetBranchAddress("WH3l_ptlll", &WH3l_ptlll, &b_WH3l_ptlll); + fChain->SetBranchAddress("WH3l_chlll", &WH3l_chlll, &b_WH3l_chlll); + fChain->SetBranchAddress("ZH3l_Z4lveto", &ZH3l_Z4lveto, &b_ZH3l_Z4lveto); + fChain->SetBranchAddress("ZH3l_dmjjmW", &ZH3l_dmjjmW, &b_ZH3l_dmjjmW); + fChain->SetBranchAddress("ZH3l_dphilmetjj", &ZH3l_dphilmetjj, &b_ZH3l_dphilmetjj); + fChain->SetBranchAddress("ZH3l_mTlmetjj", &ZH3l_mTlmetjj, &b_ZH3l_mTlmetjj); + fChain->SetBranchAddress("WH3l_ptW", &WH3l_ptW, &b_WH3l_ptW); + fChain->SetBranchAddress("ZH3l_pTlmetj", &ZH3l_pTlmetj, &b_ZH3l_pTlmetj); + fChain->SetBranchAddress("ZH3l_pTZ", &ZH3l_pTZ, &b_ZH3l_pTZ); + fChain->SetBranchAddress("WH3l_mtlmet", WH3l_mtlmet, &b_WH3l_mtlmet); + fChain->SetBranchAddress("WH3l_dphilllmet", &WH3l_dphilllmet, &b_WH3l_dphilllmet); + fChain->SetBranchAddress("ZH3l_dphilmetj", &ZH3l_dphilmetj, &b_ZH3l_dphilmetj); + fChain->SetBranchAddress("WH3l_njet", &WH3l_njet, &b_WH3l_njet); + fChain->SetBranchAddress("WH3l_ptWWW", &WH3l_ptWWW, &b_WH3l_ptWWW); + fChain->SetBranchAddress("WH3l_mlll", &WH3l_mlll, &b_WH3l_mlll); + fChain->SetBranchAddress("pfmetPhi_zh4l", &pfmetPhi_zh4l, &b_pfmetPhi_zh4l); + fChain->SetBranchAddress("z0Mass_zh4l", &z0Mass_zh4l, &b_z0Mass_zh4l); + fChain->SetBranchAddress("z0Pt_zh4l", &z0Pt_zh4l, &b_z0Pt_zh4l); + fChain->SetBranchAddress("z1Mass_zh4l", &z1Mass_zh4l, &b_z1Mass_zh4l); + fChain->SetBranchAddress("z1Pt_zh4l", &z1Pt_zh4l, &b_z1Pt_zh4l); + fChain->SetBranchAddress("zaMass_zh4l", &zaMass_zh4l, &b_zaMass_zh4l); + fChain->SetBranchAddress("zbMass_zh4l", &zbMass_zh4l, &b_zbMass_zh4l); + fChain->SetBranchAddress("flagZ1SF_zh4l", &flagZ1SF_zh4l, &b_flagZ1SF_zh4l); + fChain->SetBranchAddress("z0DeltaPhi_zh4l", &z0DeltaPhi_zh4l, &b_z0DeltaPhi_zh4l); + fChain->SetBranchAddress("z1DeltaPhi_zh4l", &z1DeltaPhi_zh4l, &b_z1DeltaPhi_zh4l); + fChain->SetBranchAddress("zaDeltaPhi_zh4l", &zaDeltaPhi_zh4l, &b_zaDeltaPhi_zh4l); + fChain->SetBranchAddress("zbDeltaPhi_zh4l", &zbDeltaPhi_zh4l, &b_zbDeltaPhi_zh4l); + fChain->SetBranchAddress("minDeltaPhi_zh4l", &minDeltaPhi_zh4l, &b_minDeltaPhi_zh4l); + fChain->SetBranchAddress("z0DeltaR_zh4l", &z0DeltaR_zh4l, &b_z0DeltaR_zh4l); + fChain->SetBranchAddress("z1DeltaR_zh4l", &z1DeltaR_zh4l, &b_z1DeltaR_zh4l); + fChain->SetBranchAddress("zaDeltaR_zh4l", &zaDeltaR_zh4l, &b_zaDeltaR_zh4l); + fChain->SetBranchAddress("zbDeltaR_zh4l", &zbDeltaR_zh4l, &b_zbDeltaR_zh4l); + fChain->SetBranchAddress("lep1Mt_zh4l", &lep1Mt_zh4l, &b_lep1Mt_zh4l); + fChain->SetBranchAddress("lep2Mt_zh4l", &lep2Mt_zh4l, &b_lep2Mt_zh4l); + fChain->SetBranchAddress("lep3Mt_zh4l", &lep3Mt_zh4l, &b_lep3Mt_zh4l); + fChain->SetBranchAddress("lep4Mt_zh4l", &lep4Mt_zh4l, &b_lep4Mt_zh4l); + fChain->SetBranchAddress("minMt_zh4l", &minMt_zh4l, &b_minMt_zh4l); + fChain->SetBranchAddress("z1Mt_zh4l", &z1Mt_zh4l, &b_z1Mt_zh4l); + fChain->SetBranchAddress("mllll_zh4l", &mllll_zh4l, &b_mllll_zh4l); + fChain->SetBranchAddress("chllll_zh4l", &chllll_zh4l, &b_chllll_zh4l); + fChain->SetBranchAddress("z1dPhi_lep1MET_zh4l", &z1dPhi_lep1MET_zh4l, &b_z1dPhi_lep1MET_zh4l); + fChain->SetBranchAddress("z1dPhi_lep2MET_zh4l", &z1dPhi_lep2MET_zh4l, &b_z1dPhi_lep2MET_zh4l); + fChain->SetBranchAddress("z1mindPhi_lepMET_zh4l", &z1mindPhi_lepMET_zh4l, &b_z1mindPhi_lepMET_zh4l); + fChain->SetBranchAddress("EMTFbug_veto", &EMTFbug_veto, &b_EMTFbug_veto); + fChain->SetBranchAddress("run_period", &run_period, &b_run_period); + fChain->SetBranchAddress("Trigger_sngEl", &Trigger_sngEl, &b_Trigger_sngEl); + fChain->SetBranchAddress("Trigger_sngMu", &Trigger_sngMu, &b_Trigger_sngMu); + fChain->SetBranchAddress("Trigger_dblEl", &Trigger_dblEl, &b_Trigger_dblEl); + fChain->SetBranchAddress("Trigger_dblMu", &Trigger_dblMu, &b_Trigger_dblMu); + fChain->SetBranchAddress("Trigger_ElMu", &Trigger_ElMu, &b_Trigger_ElMu); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW", &LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW, &b_LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW", &LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW, &b_LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80", &LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut3l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("METFilter_DATA", &METFilter_DATA, &b_METFilter_DATA); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80", &LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW", &LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW, &b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW", &LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW, &b_LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW", &LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW, &b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80", &LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80", &LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80", &LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut3l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW", &LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW, &b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW", &LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW, &b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80", &LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut4l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW", &LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW, &b_LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80", &LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut2l__ele_mvaFall17V2Iso_WP90_tthmva_70__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW", &LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW, &b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80", &LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80", &LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW", &LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW, &b_LepCut2l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW", &LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW, &b_LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80", &LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut4l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80", &LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut3l__ele_mvaFall17V2Iso_WP90_SS_tthmva_70__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW", &LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW, &b_LepCut2l__ele_mvaFall17V2Iso_WP90_SS__mu_cut_Tight_HWWW); + fChain->SetBranchAddress("LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80", &LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80, &b_LepCut4l__ele_mvaFall17V2Iso_WP90__mu_cut_Tight_HWWW_tthmva_80); + fChain->SetBranchAddress("Lepton_mvaTTH_UL", Lepton_mvaTTH_UL, &b_Lepton_mvaTTH_UL); + fChain->SetBranchAddress("hm", &hm, &b_hm); + fChain->SetBranchAddress("me_vbf_hsm", &me_vbf_hsm, &b_me_vbf_hsm); + fChain->SetBranchAddress("me_vbf_hm", &me_vbf_hm, &b_me_vbf_hm); + fChain->SetBranchAddress("me_vbf_hp", &me_vbf_hp, &b_me_vbf_hp); + fChain->SetBranchAddress("me_vbf_hl", &me_vbf_hl, &b_me_vbf_hl); + fChain->SetBranchAddress("me_vbf_hlzg", &me_vbf_hlzg, &b_me_vbf_hlzg); + fChain->SetBranchAddress("me_vbf_mixhm", &me_vbf_mixhm, &b_me_vbf_mixhm); + fChain->SetBranchAddress("me_vbf_mixhp", &me_vbf_mixhp, &b_me_vbf_mixhp); + fChain->SetBranchAddress("me_wh_hsm", &me_wh_hsm, &b_me_wh_hsm); + fChain->SetBranchAddress("me_wh_hm", &me_wh_hm, &b_me_wh_hm); + fChain->SetBranchAddress("me_wh_hp", &me_wh_hp, &b_me_wh_hp); + fChain->SetBranchAddress("me_wh_hl", &me_wh_hl, &b_me_wh_hl); + fChain->SetBranchAddress("me_wh_mixhm", &me_wh_mixhm, &b_me_wh_mixhm); + fChain->SetBranchAddress("me_wh_mixhp", &me_wh_mixhp, &b_me_wh_mixhp); + fChain->SetBranchAddress("me_zh_hsm", &me_zh_hsm, &b_me_zh_hsm); + fChain->SetBranchAddress("me_zh_hm", &me_zh_hm, &b_me_zh_hm); + fChain->SetBranchAddress("me_zh_hp", &me_zh_hp, &b_me_zh_hp); + fChain->SetBranchAddress("me_zh_hl", &me_zh_hl, &b_me_zh_hl); + fChain->SetBranchAddress("me_zh_hlzg", &me_zh_hlzg, &b_me_zh_hlzg); + fChain->SetBranchAddress("me_zh_mixhm", &me_zh_mixhm, &b_me_zh_mixhm); + fChain->SetBranchAddress("me_zh_mixhp", &me_zh_mixhp, &b_me_zh_mixhp); + fChain->SetBranchAddress("me_qcd_hsm", &me_qcd_hsm, &b_me_qcd_hsm); + fChain->SetBranchAddress("me_qcd_hm", &me_qcd_hm, &b_me_qcd_hm); + fChain->SetBranchAddress("me_qcd_mixhm", &me_qcd_mixhm, &b_me_qcd_mixhm); + fChain->SetBranchAddress("pjjSm_wh", &pjjSm_wh, &b_pjjSm_wh); + fChain->SetBranchAddress("pjjTr_wh", &pjjTr_wh, &b_pjjTr_wh); + fChain->SetBranchAddress("pjjSm_zh", &pjjSm_zh, &b_pjjSm_zh); + fChain->SetBranchAddress("pjjTr_zh", &pjjTr_zh, &b_pjjTr_zh); + fChain->SetBranchAddress("meAvg_wh", &meAvg_wh, &b_meAvg_wh); + fChain->SetBranchAddress("meAvg_zh", &meAvg_zh, &b_meAvg_zh); + fChain->SetBranchAddress("me_Wh_hsm", &me_Wh_hsm, &b_me_Wh_hsm); + fChain->SetBranchAddress("me_Wh_hm", &me_Wh_hm, &b_me_Wh_hm); + fChain->SetBranchAddress("me_Wh_hp", &me_Wh_hp, &b_me_Wh_hp); + fChain->SetBranchAddress("me_Wh_hl", &me_Wh_hl, &b_me_Wh_hl); + fChain->SetBranchAddress("me_Wh_mixhm", &me_Wh_mixhm, &b_me_Wh_mixhm); + fChain->SetBranchAddress("me_Wh_mixhp", &me_Wh_mixhp, &b_me_Wh_mixhp); + fChain->SetBranchAddress("me_Zh_hsm", &me_Zh_hsm, &b_me_Zh_hsm); + fChain->SetBranchAddress("me_Zh_hm", &me_Zh_hm, &b_me_Zh_hm); + fChain->SetBranchAddress("me_Zh_hp", &me_Zh_hp, &b_me_Zh_hp); + fChain->SetBranchAddress("me_Zh_hl", &me_Zh_hl, &b_me_Zh_hl); + fChain->SetBranchAddress("me_Zh_hlzg", &me_Zh_hlzg, &b_me_Zh_hlzg); + fChain->SetBranchAddress("me_Zh_mixhm", &me_Zh_mixhm, &b_me_Zh_mixhm); + fChain->SetBranchAddress("me_Zh_mixhp", &me_Zh_mixhp, &b_me_Zh_mixhp); + fChain->SetBranchAddress("me_QCD_hsm", &me_QCD_hsm, &b_me_QCD_hsm); + fChain->SetBranchAddress("pjjSm_Wh", &pjjSm_Wh, &b_pjjSm_Wh); + fChain->SetBranchAddress("pjjTr_Wh", &pjjTr_Wh, &b_pjjTr_Wh); + fChain->SetBranchAddress("pjjSm_Zh", &pjjSm_Zh, &b_pjjSm_Zh); + fChain->SetBranchAddress("pjjTr_Zh", &pjjTr_Zh, &b_pjjTr_Zh); + Notify(); +} + +Bool_t postprocData::Notify() +{ + // The Notify() function is called when a new file is opened. This + // can be either for a new TTree in a TChain or when when a new TTree + // is started when using PROOF. It is normally not necessary to make changes + // to the generated code, but the routine can be extended by the + // user if needed. The return value is currently not used. + + return kTRUE; +} + +void postprocData::Show(Long64_t entry) +{ +// Print contents of entry. +// If entry is not specified, print current entry + if (!fChain) return; + fChain->Show(entry); +} +Int_t postprocData::Cut(Long64_t entry) +{ +// This function may be called from Loop. +// returns 1 if entry is accepted. +// returns -1 otherwise. + return 1; +} +#endif // #ifdef postprocData_cxx diff --git a/Hgg/2018UL1l/repeat.sh b/Hgg/2018UL1l/repeat.sh new file mode 100644 index 00000000..e9f4c726 --- /dev/null +++ b/Hgg/2018UL1l/repeat.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +if [ $# -eq 0 ]; then + echo "$0: Missing arguments" + exit 1 +else + echo "We got some argument(s)" + echo "===========================" + echo "Number of arguments. : $#" + echo "List of arguments... : $@" + echo "Arg #1: sample : $1" + echo "Arg #2: compile : $2" + echo "===========================" + SAMPLE=$1 + COMPILE=$2 +fi + + +if [ "$COMPILE" == "True" ]; then + mkShapesRDF -c 1 + mkShapesRDF -o 0 -f . -b 1 -dR 1 +fi +cd condor/WHSS_OSCR_2018_v9_chargeAsymmetry_Mu82_EleUL90/${SAMPLE}/ +cp ../../../../../../../../../mkShapesRDF/mkShapesRDF/include/headers.hh ../../../../../../../../../mkShapesRDF/mkShapesRDF/shapeAnalysis/runner.py . +python runner.py +cp output.root /eos/user/n/ntrevisa/mkShapesRDF_rootfiles/WHSS_OSCR_2018_v9_chargeAsymmetry_Mu82_EleUL90/rootFile/mkShapes__WHSS_OSCR_2018_v9_chargeAsymmetry_Mu82_EleUL90__ALL__${SAMPLE}.root +rm output.root diff --git a/Hgg/2018UL1l/samples.py b/Hgg/2018UL1l/samples.py new file mode 100644 index 00000000..c41fc32e --- /dev/null +++ b/Hgg/2018UL1l/samples.py @@ -0,0 +1,561 @@ +import os,glob + +# +# See as reference: +# https://github.com/UniMiBAnalyses/PlotsConfigurations/blob/VBF_W/Configurations/VBF_W/2018/UL/samples.py +# https://github.com/UniMiBAnalyses/PlotsConfigurations/blob/VBF_W/Configurations/VBF_W/2018/UL/aliases.py +# + +################################################ +################# SKIMS ######################## +################################################ + +# MC: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Summer20UL18_106x_nAODv9_Full2018v9/MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9/ +# DATA: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__l2tightOR2018v9/ +# FAKE: /eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano/Run2018_UL2018_nAODv9_Full2018v9/DATAl1loose2018v9__l2loose__fakeW/ + + +# +# 2l version +# +# mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +# dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +# mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn__l2tightOR2018v9{var}' +# fakeSteps = 'DATAl1loose2018v9__l2loose__fakeW' +# dataSteps = 'DATAl1loose2018v9__l2loose__l2tightOR2018v9' +# +# ############################################## +# ###### Tree base directory for the site ###### +# ############################################## +# +# treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +# + + + +mcProduction = 'Summer20UL18_106x_nAODv9_Full2018v9' +dataReco = 'Run2018_UL2018_nAODv9_Full2018v9' +mcSteps = 'MCl1loose2018v9__MCCorr2018v9NoJERInHorn{var}' +fakeSteps = 'DATAl1loose2018v9' +dataSteps = 'DATAl1loose2018v9' + +############################################## +###### Tree base directory for the site ###### +############################################## + +treeBaseDir = '/eos/cms/store/group/phys_higgs/cmshww/amassiro/HWWNano' +limitFiles = -1 # why on earth would you want to limit the number of files? Debug reason?? + + +def makeMCDirectory(var=''): + return os.path.join(treeBaseDir, mcProduction, mcSteps.format(var='')) + +mcDirectory = makeMCDirectory() +fakeDirectory = os.path.join(treeBaseDir, dataReco, fakeSteps) +dataDirectory = os.path.join(treeBaseDir, dataReco, dataSteps) + +print (" mcDirectory = " , mcDirectory) + + +samples = {} + +from mkShapesRDF.lib.search_files import SearchFiles +s = SearchFiles() + +useXROOTD = True +redirector = 'root://eoscms.cern.ch/' + +def nanoGetSampleFiles(path, name): + _files = s.searchFiles(path, name, redirector=redirector) + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + +def nanoGetLocalSampleFiles(path, name): + print ("nanoGetLocalSampleFiles!") + _files = s.searchFiles(path, name, redirector='') + if limitFiles != -1 and len(_files) > limitFiles: + return [(name, _files[:limitFiles])] + else: + return [(name, _files)] + + +def CombineBaseW(samples, proc, samplelist): + _filtFiles = list(filter(lambda k: k[0] in samplelist, samples[proc]['name'])) + _files = list(map(lambda k: k[1], _filtFiles)) + _l = list(map(lambda k: len(k), _files)) + leastFiles = _files[_l.index(min(_l))] + dfSmall = ROOT.RDataFrame('Runs', leastFiles) + s = dfSmall.Sum('genEventSumw').GetValue() + f = ROOT.TFile.Open(leastFiles[0]) + t = f.Get('Events') + t.GetEntry(1) + xs = t.baseW * s + + __files = [] + for f in _files: + __files += f + df = ROOT.RDataFrame('Runs', __files) + s = df.Sum('genEventSumw').GetValue() + newbaseW = str(xs / s) + weight = newbaseW + '/baseW' + + for iSample in samplelist: + addSampleWeight(samples, proc, iSample, weight) + +def addSampleWeight(samples, sampleName, sampleNameType, weight): + obj = list(filter(lambda k: k[0] == sampleNameType, samples[sampleName]['name']))[0] + samples[sampleName]['name'] = list(filter(lambda k: k[0] != sampleNameType, samples[sampleName]['name'])) + if len(obj) > 2: + samples[sampleName]['name'].append((obj[0], obj[1], obj[2] + '*(' + weight + ')')) + else: + samples[sampleName]['name'].append((obj[0], obj[1], '(' + weight + ')' )) + + +################################################ +############ DATA DECLARATION ################## +################################################ + +DataRun = [ + ['A','Run2018A-UL2018-v1'], + ['B','Run2018B-UL2018-v1'], + ['C','Run2018C-UL2018-v1'], + ['D','Run2018D-UL2018-v1'], +] + +DataSets = ['SingleMuon','EGamma'] + +DataTrig = { + 'SingleMuon' : 'Trigger_sngMu' , + 'EGamma' : '!Trigger_sngMu && Trigger_sngEl' , +} + +######################################### +############ MC COMMON ################## +######################################### + +XSWeight = 'baseW*genWeight' + + +trigg_MC = '( (abs(Lepton_pdgId[0])==13) * (HLT_IsoMu24 > 0.5) || (abs(Lepton_pdgId[0])==11) * (HLT_Ele32_WPTight_Gsf > 0.5) )' + +# +# TriggerSFWeight_1l --> check the values but ok for now +# see https://github.com/latinos/mkShapesRDF/blob/master/mkShapesRDF/processor/data/TrigMaker_cfg.py +# +SFweight1l = ['puWeight', 'Lepton_RecoSF[0]', 'LepWPWeight_1l', 'LepWPCut_1l', 'btagSF', 'Jet_PUIDSF', 'TriggerSFWeight_1l', trigg_MC] + +# +# Jet_PUIDSF defined in aliases.py +# btagSF defined in aliases.py +# + +SFweight = ' * '.join(SFweight1l) + + +# +# METFilter_MC not filled?? +# + +mcCommonWeightNoMatch = XSWeight+'*' + SFweight +mcCommonWeight = XSWeight+'*' + SFweight + '*Lepton_genmatched[0]' +# mcCommonWeightNoMatch = 'XSWeight*SFweight*METFilter_MC' +# mcCommonWeight = 'XSWeight*SFweight*METFilter_MC*Lepton_genmatched[0]' + + +###### H>gluglu ####### + +# the string "ZHgg" here is very important, since the root files that will be selected must have the format "nanoLatino_ZHgg__part*.root" +#files = nanoGetSampleFiles("/eos/user/a/amassiro/HIG/", "ZHgg") +# files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ZHgg") +# print (" list of files Hgg = ", files) +# +# samples["Hgluglu"] = { +# "name": files, +# #"weight": mcCommonWeight, --> missing post processing +# #"weight": 1, +# "weight": "baseW*genWeight*0.8839*0.08187*0.033658*3", +# "FilesPerJob": 1, +# } + + +# +# qqZH: 8.839E-01 pb - 1.227E-01 pb = 7.612E-01 +# +# AM: should I subtract the two values from the excel file? +# + +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ZHllHgg") + +samples["qqZHgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*0.7612*0.08187*0.033658*3", + "FilesPerJob": 200, +} + + +# +# ggZH: 1.227E-01 pb +# + +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "ggZHllHgg") + +samples["ggZHgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*0.1227*0.08187*0.033658*3", + "FilesPerJob": 200, +} + + +# +# W+ : 8.400E-01 pb +# W- : 5.328E-01 pb +# +files = nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "WminuslvHgg") + \ + nanoGetLocalSampleFiles("/eos/user/a/amassiro/HIG/ZHggPostProc/Summer20UL18_106x_nAODv9_Full2018v9/MCFull2018v9/", "WpluslvHgg") + +samples["WHgluglu"] = { + "name": files, + #"weight": mcCommonWeight, --> missing post processing + #"weight": 1, + "weight": "baseW*genWeight*1.0*0.08187*0.1086*3", + "FilesPerJob": 200, +} + +addSampleWeight( samples, 'WHgluglu', 'WminuslvHgg', '0.5328') # xsec pb (above I put 1.0) +addSampleWeight( samples, 'WHgluglu', 'WpluslvHgg', '0.8400') # xsec pb (above I put 1.0) + + + +# +# during post-processing, baseW, xsec = 1 +# +# xs_db["ZHgg"] = ["xsec=1.000", "kfact=1.000", "ref=X"] +# Units in pb +# From https://twiki.cern.ch/twiki/pub/LHCPhysics/HiggsXSBR/Higgs_XSBR_YR4_update.xlsx +# 8.839E-01 pb +# and the branching ratio: +# https://twiki.cern.ch/twiki/bin/view/LHCPhysics/CERNYellowReportPageBR +# 8.187E-02 +# BR Z>ll: 3.3658% x 3 +# From https://pdg.lbl.gov/2018/listings/rpp2018-list-z-boson.pdf +# +# BR W>lv: 10.86% x 3 +# https://pdg.lbl.gov/2018/listings/rpp2018-list-w-boson.pdf +# +# ZH_HToGluGlu_ZToLL_13TeV_powheg_pythia8 +# +# 59000×0.8839×0.08187×0.033658×3 +# + +########################################### +############# BACKGROUNDS ############### +########################################### + + +# # ####### Wjets ######### + +files = nanoGetSampleFiles(mcDirectory, 'WJetsToLNu-LO') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT70To100') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT100To200') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT200To400') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT400To600') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT600To800') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT800To1200') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT1200To2500') + \ + nanoGetSampleFiles(mcDirectory, 'WJetsToLNu_HT2500ToInf') + + +samples['Wjets'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob' : 4, + } + +# # Fix Wjets binned + LO +addSampleWeight(samples,'Wjets', 'WJetsToLNu-LO', '(LHE_HT < 70)') +# ############ +# # HT stiching corrections 2018 +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT70To100', '1.21 * 0.95148') #adding also k-factor +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT100To200', '0.9471') +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT200To400', '0.9515') +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT400To600', '0.9581') +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT600To800', '1.0582') +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT800To1200', '1.1285') +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT1200To2500', '1.3268') +addSampleWeight( samples, 'Wjets', 'WJetsToLNu_HT2500ToInf', '2.7948') + + + +############ DY ############ + +files = nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-10to50_NLO') + \ + nanoGetSampleFiles(mcDirectory, 'DYJetsToLL_M-50') + +#print (" list of files DY = ", files) + +samples['DY'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4, +} + + +##### Top ####### + +files = nanoGetSampleFiles(mcDirectory, 'TTTo2L2Nu') + \ + nanoGetSampleFiles(mcDirectory, 'ST_s-channel') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_top') + \ + nanoGetSampleFiles(mcDirectory, 'ST_t-channel_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_antitop') + \ + nanoGetSampleFiles(mcDirectory, 'ST_tW_top') + \ + nanoGetSampleFiles(mcDirectory, 'TTToSemiLeptonic') + +samples['top'] = { + 'name': files, + 'weight': mcCommonWeight, + 'FilesPerJob': 8, +} + +addSampleWeight(samples,'top','TTTo2L2Nu','Top_pTrw') +addSampleWeight(samples,'top','TTToSemiLeptonic','Top_pTrw') + +############# VV ################## + +files = nanoGetSampleFiles( mcDirectory, 'WmToLNu_WmTo2J_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WmToLNu_ZTo2J_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WmTo2J_ZTo2L_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WpTo2J_WmToLNu_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WpTo2J_ZTo2L_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WpToLNu_WpTo2J_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WpToLNu_WmTo2J_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'WpToLNu_ZTo2J_QCD') + \ + nanoGetSampleFiles( mcDirectory, 'ZTo2L_ZTo2J_QCD') + +samples['VV'] = { + 'name' : files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob' : 4, + } + + +######## Vg ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['Vg'] = { + 'name': files, + 'weight': mcCommonWeightNoMatch + '*(Gen_ZGstar_mass <= 0)*1', + 'FilesPerJob': 4, +} + +######## VgS ######## +files = nanoGetSampleFiles(mcDirectory, 'Wg_AMCNLOFXFX_01J') + \ + nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ + nanoGetSampleFiles(mcDirectory, 'ZGToLLG') + +samples['VgS'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4, +} +addSampleWeight(samples, 'VgS', 'Wg_AMCNLOFXFX_01J', '((Gen_ZGstar_mass > 0 && Gen_ZGstar_mass <= 0.1))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'WZTo3LNu_mllmin0p1', '((Gen_ZGstar_mass > 0.1)*(0.601644*58.59/4.666))*(gstarLow*0.94)') +addSampleWeight(samples, 'VgS', 'ZGToLLG', '(Gen_ZGstar_mass > 0)') + + +############ WZ ############ +# files = nanoGetSampleFiles(mcDirectory, 'WZTo3LNu_mllmin0p1') + \ +# nanoGetSampleFiles(mcDirectory, 'WZTo2Q2L_mllmin4p0') +# +# samples['WZ'] = { +# 'name': files, +# 'weight': mcCommonWeight + ' * (gstarHigh)*1', +# 'FilesPerJob': 4 +# } +# addSampleWeight(samples, 'WZ', 'WZTo3LNu_mllmin0p1', '(0.601644*58.59/4.666)') + + +############ ZZ ############ +# files = nanoGetSampleFiles(mcDirectory, 'ZZTo2L2Nu') + \ +# nanoGetSampleFiles(mcDirectory, 'ZZTo2Q2L_mllmin4p0') + \ +# nanoGetSampleFiles(mcDirectory, 'ZZTo4L') +# +# samples['ZZ'] = { +# 'name': files, +# 'weight': mcCommonWeight + '*1', +# 'FilesPerJob': 4 +# } + + +########## VVV ######### +files = nanoGetSampleFiles(mcDirectory, 'ZZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WZZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWZ') + \ + nanoGetSampleFiles(mcDirectory, 'WWW') + +samples['VVV'] = { + 'name': files, + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + +########################################### +############# SIGNALS ################## +########################################### + +signals = [] + +############ ggH H->WW ############ +samples['ggH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 2 +} +signals.append('ggH_hww') + +############ VBF H->WW ############ +samples['qqH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('qqH_hww') + +############ ZH H->WW ############ +samples['ZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HZJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ZH_hww') + +samples['ggZH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluZH_HToWWTo2L2Nu_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ggZH_hww') + +############ WH H->WW ############ +samples['WH_hww_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWplusJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_hww_plus') + +samples['WH_hww_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'HWminusJ_HToWW_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} + +signals.append('WH_hww_minus') + +############ ttH ############ +samples['ttH_hww'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ttHToNonbb_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 2 +} +signals.append('ttH_hww') + +############ H->TauTau ############ +samples['ggH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'GluGluHToTauTau_M125_Powheg'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 20 +} +signals.append('ggH_htt') + +samples['qqH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'VBFHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 10 +} +signals.append('qqH_htt') + +samples['ZH_htt'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'ZHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('ZH_htt') + +############ WH H->TauTau ############ +samples['WH_htt_plus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WplusHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_htt_plus') + +samples['WH_htt_minus'] = { + 'name': nanoGetSampleFiles(mcDirectory, 'WminusHToTauTau_M125'), + 'weight': mcCommonWeight + '*1', + 'FilesPerJob': 4 +} +signals.append('WH_htt_minus') + + +########################################### +################## FAKE ################### +########################################### + +# # # ## Fakes +# samples['Fake'] = { +# 'name': [], +# 'weight': METFilter_DATA +'*'+ fakeW +'* fakes_correction', +# 'weights': [], +# 'isData': ['all'], +# 'FilesPerJob' : 30, +# } +# +# for Run in DataRun : +# for DataSet in DataSets : +# version = 'v1' +# if "SingleMuon" in DataSet and any(k in Run[0] for k in ["A", "B", "C"]): +# version = 'v2' +# # # BE Careful --> we use directory_data because the Lepton tight cut was not applied in post-processing +# files = nanoGetSampleFiles(dataDirectoryHWW, DataSet+'_'+Run[1]+'-'+version) +# for iFile in files: +# samples['Fake']['name'].append(iFile) +# samples['Fake']['weights'].append(DataTrig[DataSet]) + + + +########################################### +################## DATA ################### +########################################### + +samples['DATA'] = { + 'name': [], + 'weight': 'LepWPCut_1l*METFilter_DATA*1', + 'weights': [], + 'isData': ['all'], + 'FilesPerJob': 50 +} + +for _, sd in DataRun: + for pd in DataSets: + tag_data = pd + '_' + sd + + if ( ('SingleMuon' in pd and 'Run2018A' in sd) + or ('SingleMuon' in pd and 'Run2018B' in sd) + or ('SingleMuon' in pd and 'Run2018C' in sd)): + print("sd = {}".format(sd)) + print("pd = {}".format(pd)) + print("Old tag = {}".format(tag_data)) + tag_data = tag_data.replace('v1','v2') + print("New tag = {}".format(tag_data)) + + files = nanoGetSampleFiles(dataDirectory, tag_data) + + samples['DATA']['name'].extend(files) + addSampleWeight(samples, 'DATA', tag_data, DataTrig[pd]) diff --git a/Hgg/2018UL1l/structure.py b/Hgg/2018UL1l/structure.py new file mode 100644 index 00000000..59cc7b3f --- /dev/null +++ b/Hgg/2018UL1l/structure.py @@ -0,0 +1,188 @@ +# +# structure configuration for datacard +# + +# keys here must match keys in samples.py + +structure = {} + + +structure['Wjets'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['DY'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['top'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WWewk'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggWW'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Vg'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VgS'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WZ'] = { + 'isSignal' : 0, + 'isData' : 0, + 'scaleSampleForDatacard' : 1.138 # NLO -> NNLO k-factor +} + +structure['VV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZZ'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['VVV'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Higgs + +# structure['Hgluglu'] = { +# 'isSignal' : 1, +# 'isData' : 0, +# #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +# } + + +structure['qqZHgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ggZHgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WHgluglu'] = { + 'isSignal' : 1, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + + + + +structure['ggH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggZH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_hww_plus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_hww_minus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['ttH_hww'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ggH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['qqH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['ZH_htt'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['WH_htt_plus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + +structure['WH_htt_minus'] = { + 'isSignal' : 0, + 'isData' : 0, + #'scaleSampleForDatacard' : 10 # scaling signal to have sensitivity +} + + +# Fakes +structure['Fake_ee'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_mm'] = { + 'isSignal' : 0, + 'isData' : 0, +} + +structure['Fake_em'] = { + 'isSignal' : 0, + 'isData' : 0, +} + + +# Data +structure['DATA'] = { + 'isSignal' : 0, + 'isData' : 1 +} diff --git a/Hgg/2018UL1l/variables.py b/Hgg/2018UL1l/variables.py new file mode 100644 index 00000000..3b724013 --- /dev/null +++ b/Hgg/2018UL1l/variables.py @@ -0,0 +1,175 @@ +# variables + +# 0 = not fold (default), 1 = fold underflowbin, 2 = fold overflow bin, 3 = fold underflow and overflow + +variables = {} + +# variables['ttree_variable'] = { +# 'tree': {'LeptonPt1': 'Lepton_pt[0]'}, +# 'cuts': ['sr'] +# } + +variables['ptj1'] = { + 'name': 'Alt(CleanJet_pt,0,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 1st jet', + 'fold' :3 +} + +variables['ptj2'] = { + 'name': 'Alt(CleanJet_pt,1,0)', + 'range': (100, 30, 500), + 'xaxis': 'p_{T} 2nd jet', + 'fold' :3 +} + +variables['qglj1'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'QGL 1st jet', + 'fold' :3 +} + + +variables['qglj1morebins'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[0],2)', + 'range': (20, -0.01, 0.3), + 'xaxis': 'QGL 1st jet', + 'fold' :3 +} + +variables['qglj2'] = { + 'name': 'Alt(Jet_qgl,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'QGL 2nd jet', + 'fold' :3 +} + + +variables['etaj1'] = { + 'name': 'Alt(CleanJet_eta,0,0)', + 'range': (100, -5, 5), + 'xaxis': '#eta 1st jet', + 'fold' :3 +} + +variables['etaj2'] = { + 'name': 'Alt(CleanJet_eta,1,0)', + 'range': (100, -5, 5), + 'xaxis': '#eta 2nd jet', + 'fold' :3 +} + + + +variables['btagDeepBj1'] = { + 'name': 'Alt(Jet_btagDeepB,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagDeepB 1st jet', + 'fold' :3 +} + +variables['btagDeepBj2'] = { + 'name': 'Alt(Jet_btagDeepB,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagDeepB 2nd jet', + 'fold' :3 +} + + +variables['btagCSVV2j1'] = { + 'name': 'Alt(Jet_btagCSVV2,CleanJet_jetIdx[0],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagCSVV2 1st jet', + 'fold' :3 +} + +variables['btagCSVV2j2'] = { + 'name': 'Alt(Jet_btagCSVV2,CleanJet_jetIdx[1],2)', + 'range': (100, -1, 1), + 'xaxis': 'btagCSVV2 2nd jet', + 'fold' :3 +} + + +# +# +# lepton and jet variables +# + + +variables['dphilep1jj'] = { + 'name': 'dphilep1jj', + 'range': (100, -3.15, 3.15), + 'xaxis': '#Delta#phi ljj', + 'fold' :3 +} + + + + + + + +#Take(Jet_btagDeepFlavB, CleanJet_jetIdx), 0) +#Jet_btagDeepFlavB[CleanJet_jetIdx[0]] +#Alt(Take(Jet_btagDeepFlavB, CleanJet_jetIdx), 1, -99) -999.99*(CleanJet_pt[1]<20) +# +#Take(Jet_btagDeepFlavB, CleanJet_jetIdx)[0] +#Jet_btagDeepFlavB[CleanJet_jetIdx[0]] +# + +variables['mjj'] = { 'name': 'mjj', # variable name + 'range' : (20, 0, 200), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['mjjbins'] = { 'name': 'mjj', # variable name + 'range' : (100, 0, 200), # variable range + 'xaxis' : 'm_{jj} [GeV]', # x axis name + 'fold' :3 + } + +variables['ptl1'] = { 'name': 'Lepton_pt[0]', + 'range' : (100,0,100), + 'xaxis' : 'p_{T} 1st lep', + 'fold' : 3 + } + +variables['etal1'] = { + 'name': 'Lepton_eta[0]', + 'range': (100, -5, 5), + 'xaxis': '#eta lepton', + 'fold' :3 + } + +variables['puppimet'] = { + 'name': 'PuppiMET_pt', + 'range' : (100,0,200), + 'xaxis' : 'puppimet [GeV]', + 'fold' : 3 + } + +variables['detajj'] = { 'name': 'detajj', + 'range' : (100, 0.0, 9.0), + 'xaxis' : '#Delta#eta_{jj}', + 'fold' : 3 + } + +variables['dphijj'] = { 'name': 'dphijj', + 'range' : (100, -3.15, 3.15), + 'xaxis' : '#Delta#phi_{jj}', + 'fold' : 3 + } + + +# variables['ptjj'] = { +# 'name': 'ptjj', +# 'range' : (200,0,400), +# 'xaxis' : 'p_{T} jetjet [GeV]', +# 'fold' : 3 +# } + + + diff --git a/Hgg/Run2/nuisances.py b/Hgg/Run2/nuisances.py index 3353e8e7..aceda5d1 100644 --- a/Hgg/Run2/nuisances.py +++ b/Hgg/Run2/nuisances.py @@ -7,6 +7,14 @@ # nuisances = {} +try: + len(nuisances) +except NameError: + # import collections + # nuisances = collections.OrderedDict() + nuisances = {} + + limitFiles = -1 #