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config.py
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from __future__ import annotations # needed for type annotations in > python 3.7
from typing import List
from .producers import electrons as electrons
from .producers import event as event
from .producers import genparticles as genparticles
from .producers import jets as jets
from .producers import met as met
from .producers import muons as muons
from .producers import pairquantities as pairquantities
from .producers import pairselection as pairselection
from .producers import scalefactors as scalefactors
from .producers import triggers as triggers
from .quantities import nanoAOD as nanoAOD
from .quantities import output as q
from .triggersetup import add_earlyRun3TriggerSetup
from .jet_variations import add_jetVariations
from .jec_data import add_jetCorrectionData
from code_generation.configuration import Configuration
from code_generation.modifiers import EraModifier, SampleModifier
from code_generation.rules import AppendProducer, RemoveProducer, ReplaceProducer
from code_generation.systematics import SystematicShift, SystematicShiftByQuantity
from .variations import add_leptonSFShifts, add_PUweightsShifts
from .customize_leptonIDIso import customize_MuonIDIso, customize_ElectronIDIso
def build_config(
era: str,
sample: str,
scopes: List[str],
shifts: List[str],
available_sample_types: List[str],
available_eras: List[str],
available_scopes: List[str],
):
configuration = Configuration(
era,
sample,
scopes,
shifts,
available_sample_types,
available_eras,
available_scopes,
)
# first add default parameters necessary for all scopes
configuration.add_config_parameters(
"global",
{
"PU_reweighting_file": EraModifier(
{
"2018": "",
"2022": "",
}
),
"PU_reweighting_era": EraModifier(
{
"2018": "",
"2022": "",
}
),
"PU_reweighting_variation": "nominal",
"golden_json_file": EraModifier(
{
"2018": "data/golden_json/Cert_314472-325175_13TeV_Legacy2018_Collisions18_JSON.txt",
"2022": "data/golden_json/Cert_Collisions2022_eraC_355862_357482_Golden.json",
}
),
"met_filters": EraModifier(
{
"2018": [],
"2022": [],
}
),
},
)
# muon base selection:
configuration.add_config_parameters(
"global",
{
"min_muon_pt": 10.0,
"max_muon_eta": 2.4,
"max_muon_dxy": 1.e9,
"max_muon_dz": 1.e9,
"muon_id": "Muon_tightId",
"muon_iso_cut": 1.e9,
},
)
# electron base selection:
configuration.add_config_parameters(
"global",
{
"min_ele_pt": 10.0,
"max_ele_eta": 2.5,
"max_ele_dxy": 1.e9,
"max_ele_dz": 1.e9,
},
)
###### scope Specifics ######
# mm scope selection
configuration.add_config_parameters(
["mm"],
{
"muon_index_in_pair": 0,
"second_muon_index_in_pair": 1,
"min_muon_pt": 20.0,
"max_muon_eta": 2.4,
"n_good_muons": 2,
# "RoccoR_file": '"data/RoccoR_files/RoccoR2018UL.txt"',
# "RoccoR_seed": 1,
# "RoccoR_error_set": 0,
# "RoccoR_error_member": 0,
},
)
# mmet scope selection (muon veto selection):
configuration.add_config_parameters(
["mmet"],
{
"muon_index_in_pair": 0, # dummy index for the selected lepton
"min_muon_pt": 20.0,
"max_muon_eta": 2.4,
"n_good_muons": 1,
"min_muon_veto_pt": 10.0,
"max_muon_veto_eta": 2.4,
"max_muon_veto_dxy": 1.e9,
"max_muon_veto_dz": 1.e9,
"muon_veto_id": "Muon_looseId",
"muon_veto_iso_cut": 1.e9,
# "RoccoR_file": '"data/RoccoR_files/RoccoR2018UL.txt"',
# "RoccoR_seed": 1,
# "RoccoR_error_set": 0,
# "RoccoR_error_member": 0,
},
)
# ee scope selection:
configuration.add_config_parameters(
["ee"],
{
"electron_index_in_pair": 0,
"min_electron_pt": 20.0,
"max_electron_eta": 2.5,
"ele_id": "Electron_cutBased",
"ele_id_wp": 3, # Cut-based medium ID
"n_good_electrons": 2,
},
)
# emet scope selection:
configuration.add_config_parameters(
["emet"],
{
"electron_index_in_pair": 0,
"second_electron_index_in_pair": 1,
"min_electron_pt": 20.0,
"max_electron_eta": 2.5,
"n_good_electrons": 1,
"ele_id_noiso": "Electron_vidNestedWPBitmap",
"ele_id_noiso_wp": 3,
"min_electron_veto_pt": 10.0,
"max_electron_veto_eta": 2.5,
"max_electron_veto_dxy": 1.e9,
"max_electron_veto_dz": 1.e9,
"electron_veto_id": "Electron_cutBased",
"electron_veto_id_wp": 1,
"electron_veto_iso_cut": 1.e9,
},
)
# ID and isolation cuts
customize_MuonIDIso(configuration)
customize_ElectronIDIso(configuration)
# Muon scale factors configuration
configuration.add_config_parameters(
["mm", "mmet"],
{
"muon_sf_file": EraModifier(
{
"2018": "",
"2022": "",
}
),
"muon_id_sf_name": "NUM_TightID_DEN_TrackerMuons",
"muon_iso_sf_name": "NUM_TightRelIso_DEN_TightIDandIPCut",
"muon_sf_year_id": EraModifier(
{
"2018": "",
"2022": "",
}
),
"muon_sf_varation": "sf", # "sf" is nominal, "systup"/"systdown" are up/down variations
},
)
# electron scale factors configuration
configuration.add_config_parameters(
["ee", "emet"],
{
"ele_sf_file": EraModifier(
{
"2018": "",
"2022": "",
}
),
"ele_id_sf_name": "UL-Electron-ID-SF",
"ele_sf_year_id": EraModifier(
{
"2018": "",
"2022": "",
}
),
"ele_sf_varation": "sf", # "sf" is nominal, "sfup"/"sfdown" are up/down variations
},
)
## all scopes misc settings
configuration.add_config_parameters(
scopes,
{
"pairselection_min_dR": -1.,
},
)
configuration.add_producers(
"global",
[
event.SampleFlags,
event.Lumi,
event.npartons,
event.Npu,
event.NpvGood,
event.RhoFastjetCentralChargedPileUp,
event.RhoFastjetCentralCalo,
event.PSWeight,
# event.MetFilter,
# event.PUweights,
event.EventGenWeight,
event.LHEPdfWeight,
event.LHEScaleWeight,
genparticles.DYFilters,
genparticles.WFilters,
muons.MuonVars,
muons.BaseMuons,
#electrons.ElectronVarsLess, # HERE for 2018
#electrons.BaseElectrons,
met.MetBasics,
],
)
# common
configuration.add_producers(
scopes,
[
jets.SoftActivityJetQuantities,
# jets.JetCollection,
# jets.BasicJetQuantities,
# jets.BJetCollection,
# jets.BasicBJetQuantities,
# met.MetCorrections,
# met.PFMetCorrections,
],
)
configuration.add_producers(
"mm",
[
muons.GoodMuons,
muons.NumberOfGoodMuons,
muons.TwoGoodMuonSelection,
pairselection.ZLLPairSelection,
pairselection.GoodLLPairFilter,
pairselection.LVMu1,
pairselection.LVMu2,
pairselection.LVMu1Uncorrected,
pairselection.LVMu2Uncorrected,
pairquantities.DileptonQuantities,
pairquantities.DileptonMETQuantities,
pairquantities.FirstMuonProducers,
pairquantities.SecondMuonProducers,
# scalefactors.MuonIDIso_SF,
triggers.MMGenerateSingleMuonTriggerFlags1,
triggers.MMGenerateSingleMuonTriggerFlags2,
genparticles.MMGenDiTauPairQuantities,
genparticles.gen_match_1,
genparticles.gen_match_2,
genparticles.gen_matchIdx_1,
genparticles.gen_matchIdx_2,
genparticles.UnrollGenMatchLV1,
genparticles.UnrollGenMatchLV2,
# pairquantities.ApplyRoccoRMC,
],
)
configuration.add_producers(
"mmet",
[
muons.GoodMuons,
muons.NumberOfGoodMuons,
muons.OneGoodMuonSelection,
pairselection.LVMu1,
pairselection.LVMu1Uncorrected,
pairquantities.LepMETQuantities,
pairquantities.FirstMuonProducers,
# scalefactors.MuonIDIso_SF,
triggers.MMGenerateSingleMuonTriggerFlags1,
genparticles.gen_match_1,
genparticles.gen_matchIdx_1,
genparticles.UnrollGenMatchLV1,
# pairquantities.ApplyRoccoRMC,
],
)
configuration.add_producers(
"ee",
[
electrons.GoodElectrons,
electrons.NumberOfGoodElectrons,
electrons.TwoGoodElectronSelection,
pairselection.ZLLPairSelection,
pairselection.GoodLLPairFilter,
pairselection.LVEl1,
pairselection.LVEl2,
pairselection.LVEl1Uncorrected,
pairselection.LVEl2Uncorrected,
pairquantities.DileptonQuantities,
pairquantities.DileptonMETQuantities,
pairquantities.FirstElectronProducers,
pairquantities.SecondElectronProducers,
# scalefactors.EleID_SF,
triggers.EEGenerateSingleElectronTriggerFlags1,
triggers.EEGenerateSingleElectronTriggerFlags2,
# genparticles.MMGenDiTauPairQuantities,
genparticles.gen_match_1,
genparticles.gen_match_2,
genparticles.gen_matchIdx_1,
genparticles.gen_matchIdx_2,
genparticles.UnrollGenMatchLV1,
genparticles.UnrollGenMatchLV2,
],
)
configuration.add_producers(
"emet",
[
electrons.GoodElectronsNoIso,
electrons.NumberOfGoodElectrons,
electrons.OneGoodElectronSelection,
pairselection.LVEl1,
pairselection.LVEl1Uncorrected,
pairquantities.LepMETQuantities,
pairquantities.FirstElectronProducers,
# scalefactors.EleID_SF,
triggers.EEGenerateSingleElectronTriggerFlags1,
genparticles.gen_match_1,
genparticles.gen_matchIdx_1,
genparticles.UnrollGenMatchLV1,
],
)
# modification rules
# configuration.add_modification_rule(
# ["mm", "mmet"],
# ReplaceProducer(
# producers=[pairquantities.ApplyRoccoRMC, pairquantities.ApplyRoccoRData],
# samples="data",
# update_output=False,
# ),
# )
# configuration.add_modification_rule(
# ["mm", "mmet"],
# ReplaceProducer(
# producers=[muons.GoodMuons, muons.GoodMuonsCustom],
# samples="data",
# update_output=False,
# ),
# )
# configuration.add_modification_rule(
# ["ee", "emet"],
# ReplaceProducer(
# producers=[electrons.GoodElectrons, electrons.GoodElectronsCustom],
# samples="data",
# update_output=False,
# ),
# )
# configuration.add_modification_rule(
# ["mm", "mmet"],
# RemoveProducer(producers=scalefactors.MuonIDIso_SF, samples="data"),
# )
# configuration.add_modification_rule(
# ["ee", "emet"],
# RemoveProducer(producers=scalefactors.EleID_SF, samples="data"),
# )
configuration.add_modification_rule(
"global",
RemoveProducer(
producers=[
event.EventGenWeight,
event.LHEPdfWeight,
event.LHEScaleWeight,
event.npartons,
genparticles.DYFilters,
genparticles.WFilters,
event.Npu,
event.PSWeight,
# event.PUweights,
],
samples=["data"],
),
)
configuration.add_modification_rule(
"global",
RemoveProducer(
producers=[
event.LHEPdfWeight,
event.LHEScaleWeight,
],
samples=["diboson"],
),
)
configuration.add_modification_rule(
"global",
RemoveProducer(
producers=[event.npartons],
samples=["diboson"],
),
)
configuration.add_modification_rule(
"global",
AppendProducer(producers=event.JSONFilter, samples=["data"]),
)
configuration.add_modification_rule(
"mm",
RemoveProducer(
producers=[
genparticles.MMGenDiTauPairQuantities,
genparticles.gen_match_1,
genparticles.gen_match_2,
genparticles.gen_matchIdx_1,
genparticles.gen_matchIdx_2,
genparticles.UnrollGenMatchLV1,
genparticles.UnrollGenMatchLV2,
],
samples=["data"],
),
)
configuration.add_modification_rule(
"mmet",
RemoveProducer(
producers=[
# genparticles.MMGenDiTauPairQuantities,
genparticles.gen_match_1,
genparticles.gen_matchIdx_1,
genparticles.UnrollGenMatchLV1,
],
samples=["data"],
),
)
configuration.add_modification_rule(
"ee",
RemoveProducer(
producers=[
# genparticles.MMGenDiTauPairQuantities,
genparticles.gen_match_1,
genparticles.gen_match_2,
genparticles.gen_matchIdx_1,
genparticles.gen_matchIdx_2,
genparticles.UnrollGenMatchLV1,
genparticles.UnrollGenMatchLV2,
],
samples=["data"],
),
)
configuration.add_modification_rule(
"emet",
RemoveProducer(
producers=[
# genparticles.MMGenDiTauPairQuantities,
genparticles.gen_match_1,
genparticles.gen_matchIdx_1,
genparticles.UnrollGenMatchLV1,
],
samples=["data"],
),
)
configuration.add_modification_rule(
"ee",
RemoveProducer(
producers=[
pairquantities.electron_eCorr_1,
pairquantities.electron_eCorr_2,
],
samples=available_sample_types,
),
)
configuration.add_modification_rule(
"emet",
RemoveProducer(
producers=[
pairquantities.electron_eCorr_1,
],
samples=available_sample_types,
),
)
# Output contents
configuration.add_outputs(
scopes,
[
q.is_data,
q.is_ttbar,
q.is_singletop,
q.is_ewk_tau,
q.is_dyjets,
q.is_wjets,
q.is_diboson,
nanoAOD.run,
q.lumi,
nanoAOD.event,
q.npvGood,
q.rhoFastjetCentralChargedPileUp,
q.rhoFastjetCentralCalo,
q.npu,
q.npartons,
# q.puweight,
q.genweight,
q.met_uncorrected,
q.metphi_uncorrected,
q.pfmet_uncorrected,
q.pfmetphi_uncorrected,
q.metSumEt,
q.metcov00,
q.metcov01,
q.metcov10,
q.metcov11,
q.genbosonmass,
q.genbosonpt,
q.genbosoneta,
q.genbosonphi,
q.genbosonrapidity,
nanoAOD.HLT_IsoMu24,
nanoAOD.HLT_Ele27_WPTight_Gsf,
nanoAOD.HLT_Ele28_WPTight_Gsf,
q.soft_activity_jet_HT,
q.soft_activity_jet_HT10,
q.soft_activity_jet_HT5,
q.soft_activity_jet_HT2,
q.soft_activity_jet_Njets10,
q.soft_activity_jet_Njets5,
q.soft_activity_jet_Njets2,
q.is_dy_ee,
q.is_dy_mm,
q.is_dy_tt,
q.is_w_e,
q.is_w_m,
q.is_w_t,
] + [
getattr(q, f"LHEPdfWeight{i}") for i in range(103)
] + [
getattr(q, f"LHEScaleWeight{i}") for i in range(8)
] + [
getattr(q, f"PSWeight{i}") for i in range(4)
],
)
configuration.add_outputs(
"mm",
[
q.nmuons,
q.pt_1,
q.eta_1,
q.phi_1,
q.mass_1,
q.dxy_1,
q.dz_1,
q.q_1,
q.iso_1,
q.pt_2,
q.eta_2,
q.phi_2,
q.mass_2,
q.dxy_2,
q.dz_2,
q.q_2,
q.iso_2,
q.dxyErr_1,
q.dzErr_1,
q.ip3d_1,
q.jetIdx_1,
q.jetNDauCharged_1,
q.jetPtRelv2_1,
q.jetRelIso_1,
q.miniPFRelIso_all_1,
# q.mvaTTH_1,
q.sip3d_1,
q.tightCharge_1,
q.dxybs_1,
q.miniPFRelIso_chg_1,
q.mvaLowPt_chg_1,
q.pfRelIso03_all_1,
q.pfRelIso03_chg_1,
q.pfRelIso04_all_1,
q.ptErr_1,
q.segmentComp_1,
q.softMva_1,
q.tkRelIso_1,
q.fsrPhotonIdx_1,
# q.genPartIdx_1,
q.highPtId_1,
q.miniIsoId_1,
q.multiIsoId_1,
q.mvaId_1,
q.mvaLowPtId_1,
q.nStations_1,
q.nTrackerLayers_1,
q.pfIsoId_1,
q.puppiIsoId_1,
q.tkIsoId_1,
q.highPurity_1,
q.inTimeMuon_1,
q.isGlobal_1,
q.isStandalone_1,
q.isTracker_1,
q.looseId_1,
q.mediumId_1,
q.mediumPromptId_1,
q.softId_1,
q.tightId_1,
q.triggerIdLoose_1,
q.softMvaId_1,
q.isPFcand_1,
q.dxyErr_2,
q.dzErr_2,
q.ip3d_2,
q.jetIdx_2,
q.jetNDauCharged_2,
q.jetPtRelv2_2,
q.jetRelIso_2,
q.miniPFRelIso_all_2,
# q.mvaTTH_2,
q.sip3d_2,
q.tightCharge_2,
q.dxybs_2,
q.miniPFRelIso_chg_2,
q.mvaLowPt_chg_2,
q.pfRelIso03_all_2,
q.pfRelIso03_chg_2,
q.pfRelIso04_all_2,
q.ptErr_2,
q.segmentComp_2,
q.softMva_2,
q.tkRelIso_2,
q.fsrPhotonIdx_2,
# q.genPartIdx_2,
q.highPtId_2,
q.miniIsoId_2,
q.multiIsoId_2,
q.mvaId_2,
q.mvaLowPtId_2,
q.nStations_2,
q.nTrackerLayers_2,
q.pfIsoId_2,
q.puppiIsoId_2,
q.tkIsoId_2,
q.highPurity_2,
q.inTimeMuon_2,
q.isGlobal_2,
q.isStandalone_2,
q.isTracker_2,
q.looseId_2,
q.mediumId_2,
q.mediumPromptId_2,
q.softId_2,
q.tightId_2,
q.triggerIdLoose_2,
q.softMvaId_2,
q.isPFcand_2,
q.gen_pt_1,
q.gen_eta_1,
q.gen_phi_1,
q.gen_mass_1,
q.gen_pdgid_1,
q.gen_match_1,
q.gen_pt_2,
q.gen_eta_2,
q.gen_phi_2,
q.gen_mass_2,
q.gen_pdgid_2,
q.gen_match_2,
q.gen_matchIdx_1,
q.genmatch_pt_1,
q.genmatch_eta_1,
q.genmatch_phi_1,
q.genmatch_mass_1,
q.gen_matchIdx_2,
q.genmatch_pt_2,
q.genmatch_eta_2,
q.genmatch_phi_2,
q.genmatch_mass_2,
q.gen_m_vis,
# q.pt_rc_1,
# q.pt_rc_2,
q.m_vis,
q.pt_vis,
triggers.MMGenerateSingleMuonTriggerFlags1.output_group,
triggers.MMGenerateSingleMuonTriggerFlags2.output_group,
# q.id_wgt_mu_1,
# q.iso_wgt_mu_1,
# q.id_wgt_mu_2,
# q.iso_wgt_mu_2,
],
)
configuration.add_outputs(
"mmet",
[
q.nmuons,
q.pt_1,
q.eta_1,
q.phi_1,
q.mass_1,
q.dxy_1,
q.dz_1,
q.q_1,
q.iso_1,
q.dxyErr_1,
q.dzErr_1,
q.ip3d_1,
q.jetIdx_1,
q.jetNDauCharged_1,
q.jetPtRelv2_1,
q.jetRelIso_1,
q.miniPFRelIso_all_1,
# q.mvaTTH_1,
q.sip3d_1,
q.tightCharge_1,
q.dxybs_1,
q.miniPFRelIso_chg_1,
q.mvaLowPt_chg_1,
q.pfRelIso03_all_1,
q.pfRelIso03_chg_1,
q.pfRelIso04_all_1,
q.ptErr_1,
q.segmentComp_1,
q.softMva_1,
q.tkRelIso_1,
q.fsrPhotonIdx_1,
# q.genPartIdx_1,
q.highPtId_1,
q.miniIsoId_1,
q.multiIsoId_1,
q.mvaId_1,
q.mvaLowPtId_1,
q.nStations_1,
q.nTrackerLayers_1,
q.pfIsoId_1,
q.puppiIsoId_1,
q.tkIsoId_1,
q.softMvaId_1,
q.isPFcand_1,
q.highPurity_1,
q.inTimeMuon_1,
q.isGlobal_1,
q.isStandalone_1,
q.isTracker_1,
q.looseId_1,
q.mediumId_1,
q.mediumPromptId_1,
q.softId_1,
q.tightId_1,
q.triggerIdLoose_1,
q.gen_match_1,
q.gen_matchIdx_1,
q.genmatch_pt_1,
q.genmatch_eta_1,
q.genmatch_phi_1,
q.genmatch_mass_1,
# q.pt_rc_1,
q.mt_1,
triggers.MMGenerateSingleMuonTriggerFlags1.output_group,
# q.id_wgt_mu_1,
# q.iso_wgt_mu_1,
q.muon_veto_flag,
],
)
configuration.add_outputs(
"ee",
[
q.nelectrons,
q.pt_1,
q.eta_1,
q.phi_1,
q.mass_1,
q.dxy_1,
q.dz_1,
q.q_1,
q.iso_1,
# q.descaledown_1,
# q.descaleup_1,
# q.desigmadown_1,
# q.desigmaup_1,
q.deltaetaSC_1,
q.dr03EcalRecHitSumEt_1,
q.dr03HcalDepth1TowerSumEt_1,
q.dr03TkSumPt_1,
q.dr03TkSumPtHEEP_1,
q.eCorr_1,
q.eInvMinusPInv_1,
q.energyErr_1,
q.hoe_1,
q.ip3d_1,
q.jetPtRelv2_1,
q.jetRelIso_1,
q.miniPFRelIso_all_1,
# q.mvaFall17V2Iso_1,
# q.mvaFall17V2noIso_1,
q.dxyErr_1,
q.dzErr_1,
# q.mvaTTH_1,
q.pfRelIso03_all_1,
q.pfRelIso03_chg_1,
q.r9_1,
q.scEtOverPt_1,
q.sieie_1,
q.sip3d_1,
q.cutBased_1,
q.jetIdx_1,
q.photonIdx_1,
q.tightCharge_1,
q.vidNestedWPBitmap_1,
q.vidNestedWPBitmapHEEP_1,
q.jetNDauCharged_1,
q.lostHits_1,
q.seedGain_1,
q.convVeto_1,
q.cutBased_HEEP_1,
q.isPFcand_1,
# q.mvaFall17V2Iso_WP80_1,
# q.mvaFall17V2Iso_WP90_1,
# q.mvaFall17V2Iso_WPL_1,
# q.mvaFall17V2noIso_WP80_1,
# q.mvaFall17V2noIso_WP90_1,
# q.mvaFall17V2noIso_WPL_1,
# q.descaledown_2,
# q.descaleup_2,
# q.desigmadown_2,
# q.desigmaup_2,
q.deltaetaSC_2,
q.dr03EcalRecHitSumEt_2,
q.dr03HcalDepth1TowerSumEt_2,
q.dr03TkSumPt_2,
q.dr03TkSumPtHEEP_2,
q.eCorr_2,
q.eInvMinusPInv_2,
q.energyErr_2,
q.hoe_2,
q.ip3d_2,
q.jetPtRelv2_2,
q.jetRelIso_2,
q.miniPFRelIso_all_2,
# q.mvaFall17V2Iso_2,
# q.mvaFall17V2noIso_2,
q.dxyErr_2,
q.dzErr_2,
# q.mvaTTH_2,
q.pfRelIso03_all_2,
q.pfRelIso03_chg_2,
q.r9_2,
q.scEtOverPt_2,
q.sieie_2,
q.sip3d_2,
q.cutBased_2,
q.jetIdx_2,
q.photonIdx_2,
q.tightCharge_2,
q.vidNestedWPBitmap_2,
q.vidNestedWPBitmapHEEP_2,
q.jetNDauCharged_2,
q.lostHits_2,
q.seedGain_2,
q.convVeto_2,
q.cutBased_HEEP_2,
q.isPFcand_2,
# q.mvaFall17V2Iso_WP80_2,
# q.mvaFall17V2Iso_WP90_2,
# q.mvaFall17V2Iso_WPL_2,
# q.mvaFall17V2noIso_WP80_2,
# q.mvaFall17V2noIso_WP90_2,
# q.mvaFall17V2noIso_WPL_2,
q.pt_2,
q.eta_2,
q.phi_2,
q.mass_2,
q.dxy_2,
q.dz_2,
q.q_2,
q.iso_2,
q.etaSC_1,
q.etaSC_2,
q.energySC_1,
q.energySC_2,
# q.gen_pt_1,
# q.gen_eta_1,