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tau_embedding_settings.py
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from __future__ import annotations # needed for type annotations in > python 3.7
from typing import List
from code_generation.rules import AppendProducer, RemoveProducer, ReplaceProducer
from .producers import embedding as embedding
from .producers import scalefactors as scalefactors
from .producers import pairquantities as pairquantities
from .producers import genparticles as genparticles
from .producers import taus as taus
from .producers import jets as jets
from .producers import triggers as triggers
from .producers import electrons as electrons
from code_generation.configuration import Configuration
from code_generation.systematics import SystematicShift
from code_generation.modifiers import EraModifier
measure_tauES = False
measure_elefakeES = False
def setup_embedding(configuration: Configuration, scopes: List[str]):
configuration.add_config_parameters(
"global",
{
"met_filters": EraModifier(
{
"2016preVFP": [
"Flag_goodVertices",
"Flag_globalSuperTightHalo2016Filter",
"Flag_HBHENoiseFilter",
"Flag_HBHENoiseIsoFilter",
"Flag_EcalDeadCellTriggerPrimitiveFilter",
"Flag_BadPFMuonFilter",
"Flag_eeBadScFilter",
],
"2016postVFP": [
"Flag_goodVertices",
"Flag_globalSuperTightHalo2016Filter",
"Flag_HBHENoiseFilter",
"Flag_HBHENoiseIsoFilter",
"Flag_EcalDeadCellTriggerPrimitiveFilter",
"Flag_BadPFMuonFilter",
"Flag_eeBadScFilter",
],
"2017": [
"Flag_goodVertices",
"Flag_globalSuperTightHalo2016Filter",
"Flag_HBHENoiseFilter",
"Flag_HBHENoiseIsoFilter",
"Flag_EcalDeadCellTriggerPrimitiveFilter",
"Flag_BadPFMuonFilter",
"Flag_eeBadScFilter",
"Flag_ecalBadCalibFilter",
],
"2018": [
"Flag_goodVertices",
"Flag_globalSuperTightHalo2016Filter",
"Flag_HBHENoiseFilter",
"Flag_HBHENoiseIsoFilter",
"Flag_EcalDeadCellTriggerPrimitiveFilter",
"Flag_BadPFMuonFilter",
"Flag_eeBadScFilter",
"Flag_ecalBadCalibFilter",
],
}
),
},
)
configuration.add_modification_rule(
scopes,
AppendProducer(
producers=embedding.EmbeddingQuantities,
samples=["embedding", "embedding_mc"],
),
)
# modify the gen particle producer
configuration.add_modification_rule(
["mt"],
ReplaceProducer(
producers=[genparticles.MTGenPair, genparticles.EmbeddingGenPair],
samples=["embedding", "embedding_mc"],
scopes=["mt"],
),
)
configuration.add_modification_rule(
["et"],
ReplaceProducer(
producers=[genparticles.ETGenPair, genparticles.EmbeddingGenPair],
samples=["embedding", "embedding_mc"],
scopes=["et"],
),
)
configuration.add_modification_rule(
["tt"],
ReplaceProducer(
producers=[genparticles.TTGenPair, genparticles.EmbeddingGenPair],
samples=["embedding", "embedding_mc"],
scopes=["tt"],
),
)
configuration.add_modification_rule(
["em"],
ReplaceProducer(
producers=[genparticles.EMGenPair, genparticles.EmbeddingGenPair],
samples=["embedding", "embedding_mc"],
scopes=["em"],
),
)
configuration.add_modification_rule(
["mm"],
ReplaceProducer(
producers=[genparticles.MuMuGenPair, genparticles.EmbeddingGenPair],
samples=["embedding", "embedding_mc"],
scopes=["mm"],
),
)
configuration.add_modification_rule(
["ee"],
ReplaceProducer(
producers=[genparticles.ElElGenPair, genparticles.EmbeddingGenPair],
samples=["embedding", "embedding_mc"],
scopes=["ee"],
),
)
configuration.add_config_parameters(
["mt", "et", "tt", "em"],
{
"truegen_mother_pdgid": 23,
"truegen_daughter_1_pdgid": 15,
"truegen_daugher_2_pdgid": 15,
},
)
configuration.add_config_parameters(
["mm"],
{
"truegen_mother_pdgid": 23,
"truegen_daughter_1_pdgid": 13,
"truegen_daugher_2_pdgid": 13,
},
)
configuration.add_config_parameters(
["ee"],
{
"truegen_mother_pdgid": 23,
"truegen_daughter_1_pdgid": 11,
"truegen_daugher_2_pdgid": 11,
},
)
# add embedding selection scalefactors
configuration.add_config_parameters(
scopes,
{
"embedding_selection_sf_file": EraModifier(
{
"2016preVFP": "data/embedding/embeddingselection_2016preVFPUL.json.gz",
"2016postVFP": "data/embedding/embeddingselection_2016postVFPUL.json.gz",
"2017": "data/embedding/muon_2017UL.json.gz",
"2018": "data/embedding/muon_2018UL.json.gz",
}
),
"embedding_selection_trigger_sf": "m_sel_trg_kit_ratio",
"embedding_selection_id_sf": "EmbID_pt_eta_bins",
},
)
configuration.add_modification_rule(
scopes,
AppendProducer(
producers=embedding.TauEmbeddingSelectionSF, samples=["embedding"]
),
)
# add muon scalefactors from embedding measurements
configuration.add_config_parameters(
["mt", "mm", "em"],
{
"embedding_muon_sf_file": EraModifier(
{
"2016preVFP": "data/embedding/muon_2016preVFPUL.json.gz",
"2016postVFP": "data/embedding/muon_2016postVFPUL.json.gz",
"2017": "data/embedding/muon_2017UL.json.gz",
"2018": "data/embedding/muon_2018UL.json.gz",
}
),
"embedding_muon_id_sf": "ID_pt_eta_bins",
"embedding_muon_iso_sf": "Iso_pt_eta_bins",
},
)
# add electron scalefactors from embedding measurements
configuration.add_config_parameters(
["et", "ee", "em"],
{
"embedding_electron_sf_file": EraModifier(
{
"2016preVFP": "data/embedding/electron_2016preVFPUL.json.gz",
"2016postVFP": "data/embedding/electron_2016postVFPUL.json.gz",
"2017": "data/embedding/electron_2017UL.json.gz",
"2018": "data/embedding/electron_2018UL.json.gz",
}
),
"embedding_electron_id_sf": "ID90_pt_eta_bins",
"embedding_electron_iso_sf": "Iso_pt_eta_bins",
},
)
# muon trigger SF settings from embedding measurements
configuration.add_config_parameters(
["mt", "mm"],
{
"singlemuon_trigger_sf": EraModifier(
{
"2018": [
{
"flagname": "trg_wgt_single_mu24",
"embedding_trigger_sf": "Trg_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_mu27",
"embedding_trigger_sf": "Trg_IsoMu27_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_mu24ormu27",
"embedding_trigger_sf": "Trg_IsoMu27_or_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
],
"2017": [
{
"flagname": "trg_wgt_single_mu24",
"embedding_trigger_sf": "Trg_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_mu27",
"embedding_trigger_sf": "Trg_IsoMu27_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_mu24ormu27",
"embedding_trigger_sf": "Trg_IsoMu27_or_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
],
"2016postVFP": [
{
"flagname": "trg_wgt_single_mu22",
"embedding_trigger_sf": "Trg_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
],
"2016preVFP": [
{
"flagname": "trg_wgt_single_mu22",
"embedding_trigger_sf": "Trg_pt_eta_bins",
"muon_trg_extrapolation": 1.0, # for nominal case
},
],
}
)
},
)
# electron trigger SF settings from embedding measurements
configuration.add_config_parameters(
["et", "ee"],
{
"singlelectron_trigger_sf": EraModifier(
{
"2018": [
{
"flagname": "trg_wgt_single_ele32",
"embedding_trigger_sf": "Trg32_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_ele35",
"embedding_trigger_sf": "Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_ele32orele35",
"embedding_trigger_sf": "Trg32_or_Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_ele27orele32orele35",
"embedding_trigger_sf": "Trg_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
],
"2017": [
{
"flagname": "trg_wgt_single_ele32",
"embedding_trigger_sf": "Trg32_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_ele35",
"embedding_trigger_sf": "Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_ele32orele35",
"embedding_trigger_sf": "Trg32_or_Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
{
"flagname": "trg_wgt_single_ele27orele32orele35",
"embedding_trigger_sf": "Trg_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
},
],
"2016postVFP": [
{
"flagname": "trg_wgt_single_ele25",
"embedding_trigger_sf": "Trg25_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
}
],
"2016preVFP": [
{
"flagname": "trg_wgt_single_ele25",
"embedding_trigger_sf": "Trg25_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.0, # for nominal case
}
],
}
)
},
)
# ditau trigger SF settings for embedding
configuration.add_config_parameters(
["tt"],
{
"emb_ditau_trigger_wp": "Medium",
"emb_ditau_trigger_type": "ditau",
"emb_ditau_trigger_corrtype": "sf",
"emb_ditau_trigger_syst": "nom",
"emb_ditau_trigger_file": EraModifier(
{
"2016preVFP": "",
"2016postVFP": "",
"2017": "",
"2018": "data/embedding/tau_trigger2018_UL.json.gz",
}
),
},
)
configuration.add_modification_rule(
["mt"],
AppendProducer(
producers=[
embedding.TauEmbeddingMuonIDSF_1,
embedding.TauEmbeddingMuonIsoSF_1,
embedding.MTGenerateSingleMuonTriggerSF,
],
samples=["embedding"],
),
)
configuration.add_modification_rule(
["et"],
AppendProducer(
producers=[
embedding.TauEmbeddingElectronIDSF_1,
embedding.TauEmbeddingElectronIsoSF_1,
embedding.ETGenerateSingleElectronTriggerSF,
],
samples=["embedding"],
),
)
configuration.add_modification_rule(
["tt"],
AppendProducer(
producers=[
embedding.TTGenerateDoubleTauTriggerSF_1,
embedding.TTGenerateDoubleTauTriggerSF_2,
],
samples=["embedding"],
),
)
configuration.add_modification_rule(
["em"],
AppendProducer(
producers=[
embedding.TauEmbeddingElectronIDSF_1,
embedding.TauEmbeddingElectronIsoSF_1,
embedding.TauEmbeddingMuonIDSF_2,
embedding.TauEmbeddingMuonIsoSF_2,
],
samples=["embedding"],
),
)
configuration.add_modification_rule(
["mm"],
AppendProducer(
producers=[
embedding.TauEmbeddingMuonIDSF_1,
embedding.TauEmbeddingMuonIsoSF_1,
embedding.TauEmbeddingMuonIDSF_2,
embedding.TauEmbeddingMuonIsoSF_2,
embedding.MTGenerateSingleMuonTriggerSF,
],
samples=["embedding"],
),
)
configuration.add_modification_rule(
["ee"],
AppendProducer(
producers=[
embedding.TauEmbeddingElectronIDSF_1,
embedding.TauEmbeddingElectronIsoSF_1,
embedding.TauEmbeddingElectronIDSF_2,
embedding.TauEmbeddingElectronIsoSF_2,
embedding.ETGenerateSingleElectronTriggerSF,
],
samples=["embedding"],
),
)
# remove some gen producers
configuration.add_modification_rule(
["et", "mt", "tt"],
RemoveProducer(
producers=[pairquantities.taujet_pt_2, genparticles.gen_taujet_pt_2],
samples=["embedding", "embedding_mc"],
),
)
configuration.add_modification_rule(
["tt"],
RemoveProducer(
producers=[pairquantities.taujet_pt_1, genparticles.gen_taujet_pt_1],
samples=["embedding", "embedding_mc"],
),
)
configuration.add_modification_rule(
"global",
RemoveProducer(
producers=jets.JetEnergyCorrection, samples=["embedding", "embdding_mc"]
),
)
# For the tau related triggers, in embedding, we cannot use a trigger path directly, since they are not
# correctly represented in embedded samples. Instead, it is possible to match to an earlier filter
# within the trigger sequence. In order to do this, we have to use another producer
# and not the regular trigger producer. Also we have to match to special filter bits:
# tt -> bit 20
# mt -> bit 21
configuration.add_config_parameters(
["tt"],
{
# here we do not match to the hlt path, only the filter
"doubletau_trigger_embedding": EraModifier(
{
"2018": [
{
"flagname": "trg_double_tau35_mediumiso_hps",
"p1_ptcut": 35,
"p2_ptcut": 35,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 20,
"p1_trigger_particle_id": 15,
"p2_filterbit": 20,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau40_tightiso",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 20,
"p1_trigger_particle_id": 15,
"p2_filterbit": 20,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau40_mediumiso_tightid",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 20,
"p1_trigger_particle_id": 15,
"p2_filterbit": 20,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau35_tightiso_tightid",
"p1_ptcut": 35,
"p2_ptcut": 35,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 20,
"p1_trigger_particle_id": 15,
"p2_filterbit": 20,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
],
"2017": [
{
"flagname": "trg_double_tau40_tightiso",
"hlt_path": "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau40_mediumiso_tightid",
"hlt_path": "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau35_tightiso_tightid",
"hlt_path": "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
],
"2016postVFP": [
{
"flagname": "trg_double_tau35_mediumiso",
"hlt_path": "HLT_DoubleMediumIsoPFTau35_Trk1_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau35_mediumcombiso",
"hlt_path": "HLT_DoubleMediumCombinedIsoPFTau35_Trk1_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
],
"2016preVFP": [
{
"flagname": "trg_double_tau35_mediumiso",
"hlt_path": "HLT_DoubleMediumIsoPFTau35_Trk1_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
{
"flagname": "trg_double_tau35_mediumcombiso",
"hlt_path": "HLT_DoubleMediumCombinedIsoPFTau35_Trk1_eta2p1_Reg",
"p1_ptcut": 40,
"p2_ptcut": 40,
"p1_etacut": 2.1,
"p2_etacut": 2.1,
"p1_filterbit": 6,
"p1_trigger_particle_id": 15,
"p2_filterbit": 6,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
},
],
}
),
},
)
configuration.add_config_parameters(
["mt"],
{
"mutau_cross_trigger_embedding": EraModifier(
{
"2018": [
{
"flagname": "trg_cross_mu20tau27_hps",
"p1_ptcut": 21,
"p1_etacut": 2.5,
"p1_filterbit": 3,
"p1_trigger_particle_id": 13,
"p2_ptcut": 32,
"p2_etacut": 2.1,
"p2_filterbit": 20,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
}
],
"2017": [
{
"flagname": "trg_cross_mu20tau27",
"hlt_path": "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1",
"p1_ptcut": 21,
"p1_etacut": 2.1,
"p1_filterbit": 3,
"p1_trigger_particle_id": 13,
"p2_ptcut": 32,
"p2_etacut": 2.1,
"p2_filterbit": 4,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
}
],
"2016preVFP": [
{
"flagname": "trg_cross_mu19tau20",
"hlt_path": "HLT_IsoMu19_eta2p1_LooseIsoPFTau20_SingleL1",
"p1_ptcut": 20,
"p1_etacut": 2.1,
"p1_filterbit": 3,
"p1_trigger_particle_id": 13,
"p2_ptcut": 25,
"p2_etacut": 2.1,
"p2_filterbit": 4,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
}
],
"2016postVFP": [
{
"flagname": "trg_cross_mu19tau20",
"hlt_path": "HLT_IsoMu19_eta2p1_LooseIsoPFTau20_SingleL1",
"p1_ptcut": 20,
"p1_etacut": 2.1,
"p1_filterbit": 3,
"p1_trigger_particle_id": 13,
"p2_ptcut": 25,
"p2_etacut": 2.1,
"p2_filterbit": 4,
"p2_trigger_particle_id": 15,
"max_deltaR_triggermatch": 0.4,
}
],
}
),
},
)
# use other trigger flags for embedding samples
configuration.add_modification_rule(
"tt",
ReplaceProducer(
producers=[
triggers.TTGenerateDoubleTriggerFlags,
triggers.TTGenerateDoubleTriggerFlagsEmbedding,
],
samples="embedding",
),
)
configuration.add_outputs(
"tt", triggers.TTGenerateDoubleTriggerFlagsEmbedding.output_group
)
# use other trigger flags for embedding samples
configuration.add_modification_rule(
"mt",
ReplaceProducer(
producers=[
triggers.MTGenerateCrossTriggerFlags,
triggers.MTGenerateCrossTriggerFlagsEmbedding,
],
samples="embedding",
),
)
configuration.add_outputs(
"mt", triggers.MTGenerateCrossTriggerFlagsEmbedding.output_group
)
######################
## Tau ID SFs
######################
configuration.add_modification_rule(
["et", "mt"],
ReplaceProducer(
producers=[
scalefactors.Tau_2_VsJetTauID_lt_SF,
embedding.Tau_2_VsJetTauID_lt_SF,
],
samples="embedding",
),
)
configuration.add_modification_rule(
"tt",
ReplaceProducer(
producers=[
scalefactors.Tau_1_VsJetTauID_SF,
embedding.Tau_1_VsJetTauID_tt_SF,
],
samples="embedding",
),
)
configuration.add_modification_rule(
"tt",
ReplaceProducer(
producers=[
scalefactors.Tau_2_VsJetTauID_tt_SF,
embedding.Tau_2_VsJetTauID_tt_SF,
],
samples="embedding",
),
)
configuration.add_outputs(
["et", "mt"],
embedding.Tau_2_VsJetTauID_lt_SF.output_group,
)
configuration.add_outputs(
"tt",
[
embedding.Tau_1_VsJetTauID_tt_SF.output_group,
embedding.Tau_2_VsJetTauID_tt_SF.output_group,
],
)
# replace TauID producers for embedding samples
configuration.add_config_parameters(
["mt", "et"],
{
"tau_emb_sf_file": EraModifier(
{
"2016preVFP": "data/embedding/tau_2016preVFPUL.json.gz",
"2016postVFP": "data/embedding/tau_2016postVFPUL.json.gz",
"2017": "data/embedding/tau_2017UL.json.gz",
"2018": "data/embedding/tau_2018UL.json.gz",
}
),
"tau_emb_sf_vsjet_tau20to25": "nom",
"tau_emb_sf_vsjet_tau25to30": "nom",
"tau_emb_sf_vsjet_tau30to35": "nom",
"tau_emb_sf_vsjet_tau35to40": "nom",
"tau_emb_sf_vsjet_tau40toInf": "nom",
"tau_emb_id_sf_correctionset": "TauID_sf_embedding_ptbinned",
"vsjet_tau_id_sf_embedding": [
{
"tau_1_vsjet_sf_outputname": "id_wgt_tau_vsJet_{wp}_1".format(
wp=wp
),
"tau_2_vsjet_sf_outputname": "id_wgt_tau_vsJet_{wp}_2".format(
wp=wp
),
"vsjet_tau_id_WP": "{wp}".format(wp=wp),
}
for wp in [
# "VVVLoose",
# "VVLoose",
# "VLoose",
# "Loose",
# "Medium",
"Tight",
# "VTight",
# "VVTight",
]
],
},
)
# replace TauID producers for embedding samples
configuration.add_config_parameters(
["tt"],
{
"tau_emb_sf_file": EraModifier(
{
"2016preVFP": "data/embedding/tau_2016preVFPUL.json.gz",
"2016postVFP": "data/embedding/tau_2016postVFPUL.json.gz",
"2017": "data/embedding/tau_2017UL.json.gz",
"2018": "data/embedding/tau_2018UL.json.gz",
}
),
"tau_emb_sf_vsjet_tauDM0": "nom",
"tau_emb_sf_vsjet_tauDM1": "nom",
"tau_emb_sf_vsjet_tauDM10": "nom",
"tau_emb_sf_vsjet_tauDM11": "nom",
"tau_emb_id_sf_correctionset": "TauID_sf_embedding_dmbinned",
"vsjet_tau_id_sf_embedding": [
{
"tau_1_vsjet_sf_outputname": "id_wgt_tau_vsJet_{wp}_1".format(
wp=wp
),
"tau_2_vsjet_sf_outputname": "id_wgt_tau_vsJet_{wp}_2".format(
wp=wp
),
"vsjet_tau_id_WP": "{wp}".format(wp=wp),
}
for wp in [
# "VVVLoose",
# "VVLoose",
# "VLoose",
# "Loose",
# "Medium",
"Tight",
# "VTight",
# "VVTight",
]
],
},
)
# and add the variations for it
for variation in ["Up", "Down"]:
configuration.add_shift(
SystematicShift(
name=f"vsJetTau20to25{variation}",
shift_config={
("et", "mt"): {"tau_emb_sf_vsjet_tau20to25": variation.lower()}
},
producers={("et", "mt"): embedding.Tau_2_VsJetTauID_lt_SF},
)
)
configuration.add_shift(
SystematicShift(
name=f"vsJetTau25to30{variation}",
shift_config={
("et", "mt"): {"tau_emb_sf_vsjet_tau25to30": variation.lower()}
},
producers={("et", "mt"): embedding.Tau_2_VsJetTauID_lt_SF},
)
)
configuration.add_shift(
SystematicShift(
name=f"vsJetTau30to35{variation}",
shift_config={
("et", "mt"): {"tau_emb_sf_vsjet_tau30to35": variation.lower()}
},
producers={("et", "mt"): embedding.Tau_2_VsJetTauID_lt_SF},
)
)
configuration.add_shift(
SystematicShift(
name=f"vsJetTau35to40{variation}",
shift_config={
("et", "mt"): {"tau_emb_sf_vsjet_tau35to40": variation.lower()}
},
producers={("et", "mt"): embedding.Tau_2_VsJetTauID_lt_SF},
)
)
configuration.add_shift(
SystematicShift(
name=f"vsJetTau40toInf{variation}",
shift_config={
("et", "mt"): {"tau_emb_sf_vsjet_tau40toInf": variation.lower()}
},
producers={("et", "mt"): embedding.Tau_2_VsJetTauID_lt_SF},
)
)
# dm binned variations
for dm in [0, 1, 10, 11]:
configuration.add_shift(
SystematicShift(
name=f"vsJetTauDM{dm}{variation}",
shift_config={
("tt"): {f"tau_emb_sf_vsjet_tauDM{dm}": variation.lower()}
},
producers={
("tt"): [
embedding.Tau_1_VsJetTauID_tt_SF,
embedding.Tau_2_VsJetTauID_tt_SF,
]
},
)
)
#########################
# Trigger shifts
#########################
configuration.add_shift(
SystematicShift(
name="singleElectronTriggerSFUp",
shift_config={
("et"): {
"singlelectron_trigger_sf": [
{
"flagname": "trg_wgt_single_ele32orele35",
"embedding_trigger_sf": "Trg32_or_Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.02,
},
{
"flagname": "trg_wgt_single_ele32",
"embedding_trigger_sf": "Trg32_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.02,
},
{
"flagname": "trg_wgt_single_ele35",
"embedding_trigger_sf": "Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.02,
},
{
"flagname": "trg_wgt_single_ele27orele32orele35",
"embedding_trigger_sf": "Trg_Iso_pt_eta_bins",
"electron_trg_extrapolation": 1.02,
},
]
}
},
producers={("et"): embedding.ETGenerateSingleElectronTriggerSF},
),
samples=["embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="singleElectronTriggerSFDown",
shift_config={
("et"): {
"singlelectron_trigger_sf": [
{
"flagname": "trg_wgt_single_ele32orele35",
"embedding_trigger_sf": "Trg32_or_Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 0.98,
},
{
"flagname": "trg_wgt_single_ele32",
"embedding_trigger_sf": "Trg32_Iso_pt_eta_bins",
"electron_trg_extrapolation": 0.98,
},
{
"flagname": "trg_wgt_single_ele35",
"embedding_trigger_sf": "Trg35_Iso_pt_eta_bins",
"electron_trg_extrapolation": 0.98,
},
{
"flagname": "trg_wgt_single_ele27orele32orele35",
"embedding_trigger_sf": "Trg_Iso_pt_eta_bins",
"electron_trg_extrapolation": 0.98,
},
]
}
},
producers={("et"): embedding.ETGenerateSingleElectronTriggerSF},
),
samples=["embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="singleMuonTriggerSFUp",
shift_config={
("mt", "mm"): {
"singlemuon_trigger_sf": EraModifier(
{
"2018": [
{
"flagname": "trg_wgt_single_mu24",
"embedding_trigger_sf": "Trg_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.02,
},
{
"flagname": "trg_wgt_single_mu27",
"embedding_trigger_sf": "Trg_IsoMu27_pt_eta_bins",
"muon_trg_extrapolation": 1.02,
},
{
"flagname": "trg_wgt_single_mu24ormu27",
"embedding_trigger_sf": "Trg_IsoMu27_or_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.02,
},
],
"2017": [
{
"flagname": "trg_wgt_single_mu24",
"embedding_trigger_sf": "Trg_IsoMu24_pt_eta_bins",
"muon_trg_extrapolation": 1.02,
},
{
"flagname": "trg_wgt_single_mu27",
"embedding_trigger_sf": "Trg_IsoMu27_pt_eta_bins",
"muon_trg_extrapolation": 1.02,