def makeSatelliteJets(self, cands):
toolbox = PyJetToolbox(cands)
toolbox.setInterface(True, self.cfg_ana.ktPower, self.cfg_ana.r)
toolbox.setMassDrop(False)
toolbox.setSubjets(False, 'inc', 2)
toolbox.setPruning(False)
toolbox.setNtau(False)
toolbox.setSoftDrop(False)
unfiltered = toolbox.inclusiveJets(30.0, False)
if self.attachBTag:
for j in unfiltered:
for standard in self.handles['jets'].product():
if deltaR(j.eta(), j.phi(), standard.eta(),
standard.phi()) < 0.1:
j.btag = standard.bDiscriminator(
self.btagDiscriminator)
break
if self.jetReCalibrator is not None:
self.jetReCalibrator.correctAll(unfiltered, self.rho,
self.shiftJEC, True, False,
[0., 0.], [0., 0., 0.])
for p in unfiltered:
p.setRawFactor(1.0 / p.corr)
filtered = filter(lambda x: x.pt() > 30, unfiltered)
return filtered
else:
return unfiltered
def makeFatJets(self, cands):
toolboxFat = PyJetToolbox(cands)
toolboxFat.setInterface(True, self.cfg_ana.ktPowerFat,
self.cfg_ana.rFat)
toolboxFat.setMassDrop(self.cfg_ana.massdrop)
toolboxFat.setSubjets(True, 'inc', self.cfg_ana.subjets)
toolboxFat.setPruning(self.cfg_ana.prunning)
toolboxFat.setNtau(True)
if hasattr(self.cfg_ana, 'softdrop_beta'):
toolboxFat.setSoftDrop(self.cfg_ana.softdrop,
self.cfg_ana.softdrop_beta,
self.cfg_ana.softdrop_zeta)
else:
toolboxFat.setSoftDrop(self.cfg_ana.softdrop)
# Lets cluster !! Fat jets first
fatJets = toolboxFat.inclusiveJets(200.0, True)
filtered = filter(self.selectFat, fatJets)
##Apply JECS in original,SoftDrop and pruned:
if self.jetReCalibratorFAT is not None:
prunedJets = []
for j in fatJets:
prunedJets.append(j)
prunedJets.append(j.softDropJet)
prunedJets.append(j.prunedJet)
#do not apply L1 corrections:rho=0.0
self.jetReCalibratorFAT.correctAll(prunedJets, 0.0, self.shiftJEC,
True, False, [0., 0.],
[0., 0., 0.])
# self.jetReCalibratorFAT.correctAll(originalJets, self.rho, self.shiftJEC,True,False,[0.,0.],[0.,0.,0.])
for p in prunedJets:
p.setRawFactor(1.0 / p.corr)
standardFatJets = self.handles['fatjets'].product()
if self.attachBTag:
for fat in filtered:
for standardFat in standardFatJets:
fat.btag = standardFat.bDiscriminator(
self.btagDiscriminator)
for j in fat.subjets_SD + fat.subjets:
for standard in self.handles['subjets'].product():
if deltaR(j.eta(), j.phi(), standard.eta(),
standard.phi()) < 0.1:
j.btag = standard.bDiscriminator(
self.btagDiscriminator)
break
return filtered
def makeSatelliteJets(self,cands):
toolbox = PyJetToolbox(cands)
toolbox.setInterface(True,self.cfg_ana.ktPower,self.cfg_ana.r)
toolbox.setMassDrop(False)
toolbox.setSubjets(False,'inc',2)
toolbox.setPruning(False)
toolbox.setNtau(False)
toolbox.setSoftDrop(False)
unfiltered = toolbox.inclusiveJets(30.0,False)
if self.attachBTag:
for j in unfiltered:
for standard in self.handles['jets'].product():
if deltaR(j.eta(),j.phi(),standard.eta(),standard.phi())<0.1:
j.btag = standard.bDiscriminator(self.btagDiscriminator)
break
if self.jetReCalibrator is not None:
self.jetReCalibrator.correctAll(unfiltered, self.rho, self.shiftJEC,True,False,[0.,0.],[0.,0.,0.])
for p in unfiltered:
p.setRawFactor(1.0/p.corr)
filtered=filter(lambda x: x.pt()>30, unfiltered)
return filtered
else:
return unfiltered
def makeFatJets(self,cands):
toolboxFat = PyJetToolbox(cands)
toolboxFat.setInterface(True,self.cfg_ana.ktPowerFat,self.cfg_ana.rFat)
toolboxFat.setMassDrop(self.cfg_ana.massdrop)
toolboxFat.setSubjets(True,'inc',self.cfg_ana.subjets)
toolboxFat.setPruning(self.cfg_ana.prunning)
toolboxFat.setNtau(True)
if hasattr(self.cfg_ana,'softdrop_beta'):
toolboxFat.setSoftDrop(self.cfg_ana.softdrop,self.cfg_ana.softdrop_beta,self.cfg_ana.softdrop_zeta)
else:
toolboxFat.setSoftDrop(self.cfg_ana.softdrop)
# Lets cluster !! Fat jets first
fatJets=toolboxFat.inclusiveJets(200.0,True)
filtered = filter(self.selectFat,fatJets)
##Apply JECS in SoftDrop and Pruned:
if self.jetReCalibratorFAT is not None:
prunedJets=[]
for j in fatJets:
prunedJets.append(j.softDropJet)
prunedJets.append(j.prunedJet)
self.jetReCalibratorFAT.correctAll(prunedJets, self.rho, self.shiftJEC,True,False,[0.,0.],[0.,0.,0.])
for p in prunedJets:
p.setRawFactor(1.0/p.corr)
standardFatJets = self.handles['fatjets'].product()
if self.attachBTag:
for fat in filtered:
for standardFat in standardFatJets:
fat.btag = standardFat.bDiscriminator(self.btagDiscriminator)
for j in fat.subjets_SD+fat.subjets:
for standard in self.handles['subjets'].product():
if deltaR(j.eta(),j.phi(),standard.eta(),standard.phi())<0.1:
j.btag = standard.bDiscriminator(self.btagDiscriminator)
break
return filtered
def makeSatelliteJets(self,cands):
toolbox = PyJetToolbox(cands)
toolbox.setInterface(True,self.cfg_ana.ktPower,self.cfg_ana.r)
toolbox.setMassDrop(False)
toolbox.setSubjets(False,'inc',2)
toolbox.setPruning(False)
toolbox.setNtau(False)
toolbox.setSoftDrop(False)
return toolbox.inclusiveJets(30.0,False)
def makeFatJets(self,cands):
toolboxFat = PyJetToolbox(cands)
toolboxFat.setInterface(True,self.cfg_ana.ktPowerFat,self.cfg_ana.rFat)
toolboxFat.setMassDrop(self.cfg_ana.massdrop)
toolboxFat.setSubjets(True,'inc',self.cfg_ana.subjets)
toolboxFat.setPruning(self.cfg_ana.prunning)
toolboxFat.setNtau(True)
toolboxFat.setSoftDrop(self.cfg_ana.softdrop)
# Lets cluster !! Fat jets first
fatJets=toolboxFat.inclusiveJets(100.0,True)
return filter(self.selectFat,fatJets)