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jetmetHelperRun2.py
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jetmetHelperRun2.py
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#!/usr/bin/env python
import os
import sys
import subprocess
from PhysicsTools.NanoAODTools.postprocessing.modules.jme.jetmetUncertainties import *
from PhysicsTools.NanoAODTools.postprocessing.modules.jme.fatJetUncertainties import *
# JEC dict
# https://twiki.cern.ch/twiki/bin/viewauth/CMS/JECDataMC#Recommended_for_MC
jecTagsMC = {
'2016': 'Summer16_07Aug2017_V11_MC',
'2017': 'Fall17_17Nov2017_V32_MC',
'2018': 'Autumn18_V19_MC',
'UL2016_preVFP': 'Summer19UL16APV_V7_MC',
'UL2016': 'Summer19UL16_V7_MC',
'UL2017': 'Summer19UL17_V6_MC',
'UL2018': 'Summer19UL18_V5_MC',
}
jecTagsFastSim = {
'2016': 'Spring16_25nsFastSimV1_MC',
'2017': 'Fall17_FastSimV1_MC',
'2018': 'Autumn18_FastSimV1_MC',
}
# https://twiki.cern.ch/twiki/bin/viewauth/CMS/JECDataMC#Recommended_for_Data
archiveTagsDATA = {
'2016': 'Summer16_07Aug2017_V11_DATA',
'2017': 'Fall17_17Nov2017_V32_DATA',
'2018': 'Autumn18_V19_DATA',
'UL2016_preVFP': 'Summer19UL16APV_V7_DATA',
'UL2016': 'Summer19UL16_V7_DATA',
'UL2017': 'Summer19UL17_V6_DATA',
'UL2018': 'Summer19UL18_V5_DATA'
}
jecTagsDATA = {
'2016B': 'Summer16_07Aug2017BCD_V11_DATA',
'2016C': 'Summer16_07Aug2017BCD_V11_DATA',
'2016D': 'Summer16_07Aug2017BCD_V11_DATA',
'2016E': 'Summer16_07Aug2017EF_V11_DATA',
'2016F': 'Summer16_07Aug2017EF_V11_DATA',
'2016G': 'Summer16_07Aug2017GH_V11_DATA',
'2016H': 'Summer16_07Aug2017GH_V11_DATA',
'2017B': 'Fall17_17Nov2017B_V32_DATA',
'2017C': 'Fall17_17Nov2017C_V32_DATA',
'2017D': 'Fall17_17Nov2017DE_V32_DATA',
'2017E': 'Fall17_17Nov2017DE_V32_DATA',
'2017F': 'Fall17_17Nov2017F_V32_DATA',
'2018A': 'Autumn18_RunA_V19_DATA',
'2018B': 'Autumn18_RunB_V19_DATA',
'2018C': 'Autumn18_RunC_V19_DATA',
'2018D': 'Autumn18_RunD_V19_DATA',
'UL2016_preVFPB': 'Summer19UL16APV_RunBCD_V7_DATA',
'UL2016_preVFPC': 'Summer19UL16APV_RunBCD_V7_DATA',
'UL2016_preVFPD': 'Summer19UL16APV_RunBCD_V7_DATA',
'UL2016_preVFPE': 'Summer19UL16APV_RunEF_V7_DATA',
'UL2016_preVFPF': 'Summer19UL16APV_RunEF_V7_DATA',
'UL2016F': 'Summer19UL16_RunFGH_V7_DATA',
'UL2016G': 'Summer19UL16_RunFGH_V7_DATA',
'UL2016H': 'Summer19UL16_RunFGH_V7_DATA',
'UL2017B': 'Summer19UL17_RunB_V6_DATA',
'UL2017C': 'Summer19UL17_RunC_V6_DATA',
'UL2017D': 'Summer19UL17_RunD_V6_DATA',
'UL2017E': 'Summer19UL17_RunE_V6_DATA',
'UL2017F': 'Summer19UL17_RunF_V6_DATA',
'UL2018A': 'Summer19UL18_RunA_V5_DATA',
'UL2018B': 'Summer19UL18_RunB_V5_DATA',
'UL2018C': 'Summer19UL18_RunC_V5_DATA',
'UL2018D': 'Summer19UL18_RunD_V5_DATA',
}
# https://twiki.cern.ch/twiki/bin/view/CMS/JetResolution
jerTagsMC = {
'2016': 'Summer16_25nsV1_MC',
'2017': 'Fall17_V3_MC',
'2018': 'Autumn18_V7b_MC',
'UL2016_preVFP': 'Summer20UL16APV_JRV3_MC',
'UL2016': 'Summer20UL16_JRV3_MC',
'UL2017': 'Summer19UL17_JRV2_MC',
'UL2018': 'Summer19UL18_JRV2_MC',
}
# jet mass resolution: https://twiki.cern.ch/twiki/bin/view/CMS/JetWtagging
#nominal, up, down
jmrValues = {
'2016': [1.0, 1.2, 0.8],
'2017': [1.09, 1.14, 1.04],
# Use 2017 values for 2018 until 2018 are released
'2018': [1.09, 1.14, 1.04],
'UL2016_preVFP': [1.00, 1.00, 1.00], # placeholder
'UL2016': [1.00, 1.00, 1.00], # placeholder
'UL2017': [1.00, 1.00, 1.00], # placeholder
'UL2018': [1.00, 1.00, 1.00], # placeholder
}
# jet mass scale
# W-tagging PUPPI softdrop JMS values: https://twiki.cern.ch/twiki/bin/view/CMS/JetWtagging
# 2016 values
jmsValues = {
'2016': [1.00, 0.9906, 1.0094], # nominal, down, up
'2017': [0.982, 0.978, 0.986],
# Use 2017 values for 2018 until 2018 are released
'2018': [0.982, 0.978, 0.986],
'UL2016_preVFP': [1.000, 1.000, 1.000], # placeholder
'UL2016': [1.000, 1.000, 1.000], # placeholder
'UL2017': [1.000, 1.000, 1.000], # placeholder
'UL2018': [1.000, 1.000, 1.000], # placeholder
}
def createJMECorrector(isMC=True,
dataYear=2016,
runPeriod="B",
jesUncert="Total",
jetType="AK4PFchs",
noGroom=False,
metBranchName="MET",
applySmearing=True,
isFastSim=False,
applyHEMfix=False,
splitJER=False,
saveMETUncs=['T1', 'T1Smear']):
dataYear = str(dataYear)
if isMC and not isFastSim:
jecTag_ = jecTagsMC[dataYear]
elif isMC and isFastSim:
jecTag_ = jecTagsFastSim[dataYear]
else:
jecTag_ = jecTagsDATA[dataYear + runPeriod]
jmeUncert_ = [x for x in jesUncert.split(",")]
jerTag_ = jerTagsMC[dataYear]
jmrValues_ = jmrValues[dataYear]
jmsValues_ = jmsValues[dataYear]
archiveTag_ = archiveTagsDATA[dataYear]
met_ = metBranchName
print('JEC : ' + str(jecTag_) + '\t JER : ' + str(jerTag_))
print('MET branch : ' + str(met_))
jmeCorrections = None
# jme corrections
if 'AK4' in jetType:
if isMC:
jmeCorrections = lambda: jetmetUncertaintiesProducer(
era=dataYear,
globalTag=jecTag_,
jesUncertainties=jmeUncert_,
jerTag=jerTag_,
jetType=jetType,
metBranchName=met_,
applySmearing=applySmearing,
applyHEMfix=applyHEMfix,
splitJER=splitJER,
saveMETUncs=saveMETUncs)
else:
jmeCorrections = lambda: jetmetUncertaintiesProducer(
era=dataYear,
archive=archiveTag_,
globalTag=jecTag_,
jesUncertainties=jmeUncert_,
jerTag=jerTag_,
jetType=jetType,
metBranchName=met_,
isData=True)
# no MET variations calculated
else:
if isMC:
jmeCorrections = lambda: fatJetUncertaintiesProducer(
era=dataYear,
globalTag=jecTag_,
jesUncertainties=jmeUncert_,
jetType=jetType,
jerTag=jerTag_,
jmrVals=jmrValues_,
jmsVals=jmsValues_,
applySmearing=applySmearing,
applyHEMfix=applyHEMfix,
splitJER=splitJER)
else:
jmeCorrections = lambda: fatJetUncertaintiesProducer(
era=dataYear,
archive=archiveTag_,
globalTag=jecTag_,
jesUncertainties=jmeUncert_,
jetType=jetType,
jerTag=jerTag_,
jmrVals=jmrValues_,
jmsVals=jmsValues_,
isData=True)
return jmeCorrections
# In the main postprocessor script, user has to call the function,
# e.g for 2016
#jmeCorrections = createJMECorrector(False, "2016", "B", "Total", True, "AK4PFchs", False)
# include jmeCorrections() in the list of modules to run.
###