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2018_MLNanoAODv9_cfg.py
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2018_MLNanoAODv9_cfg.py
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# Auto generated configuration file
# using:
# Revision: 1.19
# Source: /local/reps/CMSSW/CMSSW/Configuration/Applications/python/ConfigBuilder.py,v
# with command line options: NANO -s NANO --mc --conditions 106X_upgrade2018_realistic_v16_L1v1 --era Run2_2018 --eventcontent NANOAODSIM --datatier NANOAODSIM --customise_commands=process.add_(cms.Service('InitRootHandlers', EnableIMT = cms.untracked.bool(False)));process.MessageLogger.cerr.FwkReport.reportEvery=1000 -n -1 --no_exec
import FWCore.ParameterSet.Config as cms
from FWCore.ParameterSet.VarParsing import VarParsing
from Configuration.Eras.Era_Run2_2018_cff import Run2_2018
# Process
process = cms.Process('MLNANO',Run2_2018)
# import of standard configurations
process.load('Configuration.StandardSequences.Services_cff')
process.load('SimGeneral.HepPDTESSource.pythiapdt_cfi')
process.load('FWCore.MessageService.MessageLogger_cfi')
process.load('Configuration.EventContent.EventContent_cff')
process.load('SimGeneral.MixingModule.mixNoPU_cfi')
process.load('Configuration.StandardSequences.GeometryRecoDB_cff')
process.load('Configuration.StandardSequences.MagneticField_cff')
process.load('PhysicsTools.NanoAOD.nano_cff')
process.load('Configuration.StandardSequences.EndOfProcess_cff')
process.load('Configuration.StandardSequences.FrontierConditions_GlobalTag_cff')
process.maxEvents = cms.untracked.PSet(
input = cms.untracked.int32(-1)
)
# Input source
process.source = cms.Source("PoolSource",
fileNames = cms.untracked.vstring("file:MiniAODv2.root"),
secondaryFileNames = cms.untracked.vstring()
)
process.options = cms.untracked.PSet()
# Production Info
process.configurationMetadata = cms.untracked.PSet(
annotation = cms.untracked.string('MLNANO nevts:-1'),
name = cms.untracked.string('Applications'),
version = cms.untracked.string('$Revision: 1.19 $')
)
# ML photons
import os
CMSSW_BASE = os.environ['CMSSW_BASE']
process.mlphotons = cms.EDProducer("MLPhotonProducer",
collectionLabel = cms.string("mlphotons"),
classifierPath = cms.string(CMSSW_BASE+"/src/RecoEgamma/EgammaMLPhotonProducers/data/classifier.onnx"), # This should be hardcoded?
regressorPath = cms.string(CMSSW_BASE+"/src/RecoEgamma/EgammaMLPhotonProducers/data/regressor.onnx"),
clusterInputTag = cms.InputTag('reducedEgamma', 'reducedEBEEClusters', 'PAT'),
HEEInputTag = cms.InputTag('reducedEgamma', 'reducedEERecHits', 'PAT'),
HEBInputTag = cms.InputTag('reducedEgamma', 'reducedEBRecHits', 'PAT'),
pfcandInputTag = cms.InputTag('packedPFCandidates', '', 'PAT'),
vtxInputTag = cms.InputTag('offlineSlimmedPrimaryVertices', '', 'PAT'),
pfCandInputTag = cms.InputTag('packedPFCandidates', '', 'PAT')
)
# Define the mlphotonsTable module
from PhysicsTools.NanoAOD.common_cff import *
process.mlphotonsTable = cms.EDProducer(
'SimpleCandidateFlatTableProducer',
src = cms.InputTag('mlphotons', 'mlphotons'),
name = cms.string('MLPhoton'),
doc = cms.string('Diphoton Objects and Tagging Variables'),
singleton = cms.bool(False), # the number of entries is variable
cut = cms.string(''),
variables = cms.PSet(P4Vars,
massEnergyRatio = Var("massEnergyRatio()", float, doc="Regressed mass/energy"),
diphotonScore = Var("diphotonScore()", float, doc="Diphoton Classifier score"),
monophotonScore = Var("monophotonScore()", float, doc="Single Photon Classifier score"),
hadronScore = Var("hadronScore()", float, doc="Hadronic Classifier score"),
pfIsolation = Var("pfIsolation()", float, doc="Ratio of mlphoton energy to sum of PF candidates energy in a cone of 0.3 around the mlphoton)"),
r1 = Var("r1()", float, doc="IDK"),
r2 = Var("r2()", float, doc="IDK"),
r3 = Var("r3()", float, doc="IDK"),
),
)
# Output definition
process.NANOAODSIMoutput = cms.OutputModule("NanoAODOutputModule",
compressionAlgorithm = cms.untracked.string('LZMA'),
compressionLevel = cms.untracked.int32(9),
dataset = cms.untracked.PSet(
dataTier = cms.untracked.string('NANOAODSIM'),
filterName = cms.untracked.string('')
),
fileName = cms.untracked.string("MLNanoAODv9.root"),
outputCommands = process.NANOAODSIMEventContent.outputCommands
)
# Additional output definition
# Other statements
from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, '106X_upgrade2018_realistic_v16_L1v1', '')
# Path and EndPath definitions
process.mlphotons_step = cms.Path(process.mlphotons)
process.mlphotonsTable_step = cms.Path(process.mlphotonsTable)
process.nanoAOD_step = cms.Path(process.nanoSequenceMC)
process.endjob_step = cms.EndPath(process.endOfProcess)
process.NANOAODSIMoutput_step = cms.EndPath(process.NANOAODSIMoutput)
# Schedule definition
process.schedule = cms.Schedule(
process.mlphotons_step,
process.mlphotonsTable_step,
process.nanoAOD_step,
process.endjob_step,
process.NANOAODSIMoutput_step)
from PhysicsTools.PatAlgos.tools.helpers import associatePatAlgosToolsTask
associatePatAlgosToolsTask(process)
# customisation of the process.
# Automatic addition of the customisation function from PhysicsTools.NanoAOD.nano_cff
from PhysicsTools.NanoAOD.nano_cff import nanoAOD_customizeMC
#call to customisation function nanoAOD_customizeMC imported from PhysicsTools.NanoAOD.nano_cff
process = nanoAOD_customizeMC(process)
# End of customisation functions
# Customisation from command line
process.add_(cms.Service('InitRootHandlers', EnableIMT = cms.untracked.bool(False)));process.MessageLogger.cerr.FwkReport.reportEvery=1000
# Add early deletion of temporary data products to reduce peak memory need
from Configuration.StandardSequences.earlyDeleteSettings_cff import customiseEarlyDelete
process = customiseEarlyDelete(process)
# End adding early deletion