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add back DeepMET in NanoAOD #35460

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Nov 23, 2021
Merged

add back DeepMET in NanoAOD #35460

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55fd9df
fix deepmet
yongbinfeng Sep 28, 2021
f48e015
minor fix
yongbinfeng Sep 28, 2021
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3 changes: 1 addition & 2 deletions PhysicsTools/NanoAOD/python/met_cff.py
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Original file line number Diff line number Diff line change
Expand Up @@ -158,8 +158,7 @@
)


metTablesTask = cms.Task( metTable, rawMetTable, caloMetTable, puppiMetTable, rawPuppiMetTable, tkMetTable, chsMetTable)
deepMetTablesTask = cms.Task( deepMetResolutionTuneTable, deepMetResponseTuneTable )
metTablesTask = cms.Task( metTable, rawMetTable, caloMetTable, puppiMetTable, rawPuppiMetTable, tkMetTable, chsMetTable, deepMetResolutionTuneTable, deepMetResponseTuneTable )
_withFixEE2017_task = cms.Task(metTablesTask.copy(), metFixEE2017Table)
for modifier in run2_nanoAOD_94XMiniAODv1, run2_nanoAOD_94XMiniAODv2:
modifier.toReplaceWith(metTablesTask,_withFixEE2017_task) # only in old miniAOD, the new ones will come from the UL rereco
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30 changes: 6 additions & 24 deletions PhysicsTools/NanoAOD/python/nano_cff.py
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Expand Up @@ -143,41 +143,23 @@ def nanoAOD_addDeepInfo(process,addDeepBTag,addDeepFlavour):
process.updatedJets.jetSource="selectedUpdatedPatJetsWithDeepInfo"
return process

def nanoAOD_addDeepMET(process, addDeepMETProducer, ResponseTune_Graph):
if addDeepMETProducer:
# produce DeepMET on the fly if it is not in MiniAOD
print("add DeepMET Producers")
process.load('RecoMET.METPUSubtraction.deepMETProducer_cfi')
# process.deepMETsResolutionTune = process.deepMETProducer.clone()
process.deepMETsResponseTune = process.deepMETProducer.clone()
#process.deepMETsResponseTune.graph_path = 'RecoMET/METPUSubtraction/data/deepmet/deepmet_resp_v1_2018.pb'
process.deepMETsResponseTune.graph_path = ResponseTune_Graph.value()
process.metTablesTask.add(process.deepMetTablesTask)
return process

from PhysicsTools.PatUtils.tools.runMETCorrectionsAndUncertainties import runMetCorAndUncFromMiniAOD
def nanoAOD_recalibrateMETs(process,isData):

# add DeepMETs
nanoAOD_DeepMET_switch = cms.PSet(
nanoAOD_addDeepMET_switch = cms.untracked.bool(True), # decide if DeeMET should be included in Nano
nanoAOD_produceDeepMET_switch = cms.untracked.bool(False), # decide if DeepMET should be computed on the fly
ResponseTune_Graph = cms.untracked.string('RecoMET/METPUSubtraction/data/deepmet/deepmet_resp_v1_2018.pb')
)
for modifier in run2_miniAOD_80XLegacy, run2_nanoAOD_94X2016, run2_nanoAOD_94XMiniAODv1, run2_nanoAOD_94XMiniAODv2, run2_nanoAOD_102Xv1, run2_nanoAOD_106Xv1:
# compute DeepMETs in these eras (before 111X)
modifier.toModify(nanoAOD_DeepMET_switch, nanoAOD_produceDeepMET_switch = cms.untracked.bool(True))
for modifier in run2_miniAOD_80XLegacy, run2_nanoAOD_94X2016:
modifier.toModify(nanoAOD_DeepMET_switch, ResponseTune_Graph=cms.untracked.string("RecoMET/METPUSubtraction/data/deepmet/deepmet_resp_v1_2016.pb"))
if nanoAOD_DeepMET_switch.nanoAOD_addDeepMET_switch:
process = nanoAOD_addDeepMET(process,
addDeepMETProducer=nanoAOD_DeepMET_switch.nanoAOD_produceDeepMET_switch,
ResponseTune_Graph=nanoAOD_DeepMET_switch.ResponseTune_Graph)

# if included in Nano, and not computed in the fly, then it should be extracted from minAOD
extractDeepMETs = nanoAOD_DeepMET_switch.nanoAOD_addDeepMET_switch and not nanoAOD_DeepMET_switch.nanoAOD_produceDeepMET_switch
print("add DeepMET Producers")
process.load('RecoMET.METPUSubtraction.deepMETProducer_cfi')
process.deepMETsResolutionTune = process.deepMETProducer.clone()
process.deepMETsResponseTune = process.deepMETProducer.clone()
process.deepMETsResponseTune.graph_path = nanoAOD_DeepMET_switch.ResponseTune_Graph.value()

runMetCorAndUncFromMiniAOD(process,isData=isData, extractDeepMETs=extractDeepMETs)
runMetCorAndUncFromMiniAOD(process,isData=isData)
process.nanoSequenceCommon.insert(2,cms.Sequence(process.fullPatMetSequence))


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