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jet_variations.py
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from __future__ import annotations # needed for type annotations in > python 3.7
from code_generation.configuration import Configuration
from code_generation.systematics import SystematicShift
from .producers import jets as jets
from .producers import scalefactors as scalefactors
def add_jetVariations(configuration: Configuration, era: str):
#########################
# Jet energy resolution
#########################
configuration.add_shift(
SystematicShift(
name="jerUncUp",
shift_config={
"global": {"jet_jer_shift": '"up"'},
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="jerUncDown",
shift_config={
"global": {"jet_jer_shift": '"down"'},
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
#########################
# Jet energy scale - Total
#########################
JEC_sources = '{"Total"}'
configuration.add_shift(
SystematicShift(
name="jesUncTotalUp",
shift_config={
"global": {
"jet_jes_shift": 1,
"jet_jes_sources": JEC_sources,
},
("mt", "et", "tt"): {"btag_sf_variation": "up_jes"},
},
producers={
"global": {
jets.JetEnergyCorrection,
},
("mt", "et", "tt"): {scalefactors.btagging_SF},
},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="jesUncTotalDown",
shift_config={
"global": {
"jet_jes_shift": -1,
"jet_jes_sources": JEC_sources,
},
("mt", "et", "tt"): {"btag_sf_variation": "up_jes"},
},
producers={
"global": {
jets.JetEnergyCorrection,
},
("mt", "et", "tt"): {scalefactors.btagging_SF},
},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
#########################
# HEM 15/16 issue
#########################
if era == "2018":
JEC_sources = '{"HEMIssue"}'
configuration.add_shift(
SystematicShift(
name="jesUncHEMIssueUp",
shift_config={
"global": {
"jet_jes_shift": 1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="jesUncHEMIssueDown",
shift_config={
"global": {
"jet_jes_shift": -1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
#########################
# Jet energy scale - individual
#########################
# JEC_sources = '{"AbsoluteStat"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncAbsoluteStatUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesAbsoluteStat",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncAbsoluteStatDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesAbsoluteStat",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"AbsoluteScale"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncAbsoluteScaleUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesAbsoluteScale",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncAbsoluteScaleDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesAbsoluteScale",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"AbsoluteMPFBias"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncAbsoluteMPFBiasUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesAbsoluteMPFBias",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncAbsoluteMPFBiasDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesAbsoluteMPFBias",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"Fragmentation"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncFragmentationUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesFragmentation",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncFragmentationDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesFragmentation",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"SinglePionECAL"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncSinglePionECALUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesSinglePionECAL",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncSinglePionECALDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesSinglePionECAL",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"SinglePionHCAL"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncSinglePionHCALUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesSinglePionHCAL",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncSinglePionHCALDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesSinglePionHCAL",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"FlavorQCD"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncFlavorQCDUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesFlavorQCD",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncFlavorQCDDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesFlavorQCD",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"TimePtEta"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncTimePtEtaUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesTimePtEta",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncTimePtEtaDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesTimePtEta",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeJEREC1"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeJEREC1Up",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeJEREC1",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeJEREC1Down",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeJEREC1",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeJEREC2"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeJEREC2Up",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeJEREC2",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeJEREC2Down",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeJEREC2",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeJERHF"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeJERHFUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeJERHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeJERHFDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeJERHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativePtBB"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtBBUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativePtBB",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtBBDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativePtBB",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativePtEC1"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtEC1Up",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativePtEC1",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtEC1Down",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativePtEC1",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativePtEC2"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtEC2Up",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativePtEC2",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtEC2Down",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativePtEC2",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativePtHF"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtHFUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativePtHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativePtHFDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativePtHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeBal"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeBalUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeBal",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeBalDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeBal",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeSample"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeSampleUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeSample",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeSampleDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeSample",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeFSR"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeFSRUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeFSR",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeFSRDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeFSR",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeStatFSR"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeStatFSRUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeStatFSR",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeStatFSRDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeStatFSR",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeStatEC"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeStatECUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeStatEC",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeStatECDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeStatEC",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"RelativeStatHF"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeStatHFUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesRelativeStatHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncRelativeStatHFDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesRelativeStatHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"PileUpDataMC"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpDataMCUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesPileUpDataMC",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpDataMCDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesPileUpDataMC",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"PileUpPtRef"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtRefUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesPileUpPtRef",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtRefDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesPileUpPtRef",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"PileUpPtBB"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtBBUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesPileUpPtBB",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtBBDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesPileUpPtBB",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"PileUpPtEC1"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtEC1Up",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesPileUpPtEC1",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtEC1Down",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesPileUpPtEC1",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"PileUpPtEC2"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtEC2Up",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesPileUpPtEC2",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtEC2Down",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesPileUpPtEC2",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# JEC_sources = '{"PileUpPtHF"}'
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtHFUp",
# shift_config={
# "global": {
# "jet_jes_shift": 1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "up_jesPileUpPtHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
# configuration.add_shift(
# SystematicShift(
# name="jesUncPileUpPtHFDown",
# shift_config={
# "global": {
# "jet_jes_shift": -1,
# "jet_jes_sources": JEC_sources,
# "btag_sf_variation": "down_jesPileUpPtHF",
# }
# },
# producers={"global": jets.JetEnergyCorrection},
# ),
# exclude_samples=["data", "embedding", "embedding_mc"],
# )
#########################
# Jet energy scale - reduced set
#########################
JEC_sources = '{"SinglePionECAL", "SinglePionHCAL", "AbsoluteMPFBias", "AbsoluteScale", "Fragmentation", "PileUpDataMC", "RelativeFSR", "PileUpPtRef"}'
configuration.add_shift(
SystematicShift(
name="jesUncAbsoluteUp",
shift_config={
"global": {
"jet_jes_shift": 1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="jesUncAbsoluteDown",
shift_config={
"global": {
"jet_jes_shift": -1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
JEC_sources = '{"AbsoluteStat", "TimePtEta", "RelativeStatFSR"}'
configuration.add_shift(
SystematicShift(
name="jesUncAbsoluteYearUp",
shift_config={
"global": {
"jet_jes_shift": 1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="jesUncAbsoluteYearDown",
shift_config={
"global": {
"jet_jes_shift": -1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
JEC_sources = '{"FlavorQCD"}'
configuration.add_shift(
SystematicShift(
name="jesUncFlavorQCDUp",
shift_config={
"global": {
"jet_jes_shift": 1,
"jet_jes_sources": JEC_sources,
}
},
producers={"global": jets.JetEnergyCorrection},
),
exclude_samples=["data", "embedding", "embedding_mc"],
)
configuration.add_shift(
SystematicShift(
name="jesUncFlavorQCDDown",
shift_config={
"global": {
"jet_jes_shift": -1,
"jet_jes_sources": JEC_sources,
}
},