TauDiscriminatorTools.py

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import FWCore.ParameterSet.Config as cms
import six
 
# require the EXISTANCE of a track - not necessarily above any pt cut (above the basic 0.5 GeV filter)
leadTrackFinding = cms.PSet(
      Producer = cms.InputTag('pfRecoTauDiscriminationByLeadingTrackFinding'),
      cut = cms.double(0.5)
)
 
# Require no prediscriminants
noPrediscriminants = cms.PSet(
      BooleanOperator = cms.string("and"),
      )
 
# Require the existence of a lead track
requireLeadTrack = cms.PSet(
      BooleanOperator = cms.string("and"),
      leadTrack = leadTrackFinding,
      )
 
# This is equivalent to the lead track case, and shoudl be deprecated.  
#  Preserved for backwards compatibility
requireLeadPion = cms.PSet(
      BooleanOperator = cms.string("and"),
      leadPion = leadTrackFinding,
      )
 
def subParameterSets(pSet):
   ''' Generator to return all sub-PSets in a PSet '''
   for name, value in six.iteritems(pSet.parameters_()):
      if isinstance(value, cms.PSet):
         yield getattr(pSet, name)
 
# For RECO type taus, where the tau producer is [tauType]Producer 
import re
recoTauTypeMapperRegex = re.compile("(\w*)Producer")
def recoTauTypeMapper(tauProducer):
   return recoTauTypeMapperRegex.match(tauProducer).group(1)
 
# For taus where the producer name is the type, like "allLayer1Taus", etc
producerIsTauTypeMapper = lambda tauProducer: tauProducer
 
def adaptTauDiscriminator(discriminator, newTauProducer='shrinkingConePFTauProducer',
      oldTauTypeMapper=recoTauTypeMapper, newTauTypeMapper=recoTauTypeMapper,
      preservePFTauProducer = False):
   ''' Change a TauDiscriminator to use a different tau/prediscriminant sources
 
   Tau discriminators use the following convention: 
        [tauType]DiscriminationByXXX
 
   i.e. fixedConePFTauDiscriminationByIsolation,
   allLayer1TausDiscriminationByIsolation, etc
 
   However, the mapping of tauType to tau producer name is not constant.  In
   RECO, the form is [tauType]Producer.  In PAT, the producer is just named
   [tauType].  To manage this oldTauTypeMapper and newTauTypeMapper are
   functions with signature f(str) that translate a TauProducer name (like
   shrinkingConePFTauProducer) to its type (shrinkingConePFTau).  Two types of
   mapping are provided, 
        * recoTauTypeMapper
              shrinkingConePFTauProducer->shrinkingConePFTau
        * producerIsTauTypeMapper
              allLayer1Taus->allLayer1Taus
 
   '''
 
   oldTauProducer = discriminator.PFTauProducer
   if isinstance(newTauProducer, str):
      newTauProducer = cms.InputTag(newTauProducer)
 
   # This is useful for the PF2PAT case where you wish to set the producer name
   # seperately
   if not preservePFTauProducer: 
      discriminator.PFTauProducer = newTauProducer
 
   oldTauType = oldTauTypeMapper(oldTauProducer.value())
   newTauType = newTauTypeMapper(newTauProducer.value())
 
   replacementRegex = re.compile(oldTauType)
 
   # Adapt all the prediscriminants
   for prediscriminant in subParameterSets(discriminator.Prediscriminants):
      oldProducer = prediscriminant.Producer.value() 
      # Replace the old tau type by the new tau type in the prediscrimant
      # producer
      prediscriminant.Producer = cms.InputTag(replacementRegex.sub(newTauType,
         oldProducer))
 
def adaptTauDiscriminatorSequence(sequence, **kwargs):
   def fixer(discriminator):
      if hasattr(discriminator, "Prediscriminants"):
         adaptTauDiscriminator(discriminator, **kwargs)
   sequence.visit(fixer)
 
def setTauSource(discriminator, newTauProducer):
   ''' Same as adaptTauDiscriminator, kept for backwards compatibility'''
   adaptTauDiscriminator(discriminator, newTauProducer)