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Functions
deltar Namespace Reference

Functions

def bestMatch
 
def cleanObjectCollection
 
def cleanObjectCollection2
 
def deltaPhi
 
def deltaR
 
def deltaR2
 
def inConeCollection
 
def matchObjectCollection
 
def matchObjectCollection2
 
def matchObjectCollection3
 

Function Documentation

def deltar.bestMatch (   object,
  matchCollection 
) 
Return the best match to object in matchCollection, which is the closest object in delta R

Definition at line 139 of file deltar.py.

References deltaR2().

Referenced by PrimaryVertexAnalyzer4PUSlimmed.fillResolutionAndPullHistograms(), RecoTauDifferenceAnalyzer.filter(), findGenParticleForMCEmbedding(), HLTMuonPlotter.findMatches(), CSCMake2DRecHit.findWireBx(), GlobalCosmicMuonTrajectoryBuilder.match(), matchObjectCollection(), and MuonIdTruthInfo.truthMatchMuon().

139 
140 def bestMatch( object, matchCollection):
141  '''Return the best match to object in matchCollection, which is the closest object in delta R'''
142  deltaR2Min = float('+inf')
143  bm = None
144  for match in matchCollection:
145  dR2 = deltaR2( object.eta(), object.phi(),
146  match.eta(), match.phi() )
147  if dR2 < deltaR2Min:
148  deltaR2Min = dR2
149  bm = match
150  return bm, deltaR2Min
151 
deltar.bestMatch
def bestMatch
Definition: deltar.py:139
deltar.deltaR2
def deltaR2
Definition: deltar.py:7
def deltar.cleanObjectCollection (   objects,
  masks,
  deltaRMin 
) 
Masks objects using a deltaR cut.

Definition at line 119 of file deltar.py.

References deltaR2().

Referenced by JetAnalyzer.JetAnalyzer.process().

119 
120 def cleanObjectCollection( objects, masks, deltaRMin ):
121  '''Masks objects using a deltaR cut.'''
122  if len(objects)==0 or len(masks)==0:
123  return objects, []
124  deltaR2Min = deltaRMin*deltaRMin
125  cleanObjects = []
126  dirtyObjects = []
127  for object in objects:
128  ok = True
129  for mask in masks:
130  dR2 = deltaR2( object.eta(), object.phi(),
131  mask.eta(), mask.phi() )
132  if dR2 < deltaR2Min:
133  ok = False
134  if ok:
135  cleanObjects.append( object )
136  else:
137  dirtyObjects.append( object )
138  return cleanObjects, dirtyObjects
deltar.cleanObjectCollection
def cleanObjectCollection
Definition: deltar.py:119
deltar.deltaR2
def deltaR2
Definition: deltar.py:7
def deltar.cleanObjectCollection2 (   objects,
  masks,
  deltaRMin 
) 
Masks objects using a deltaR cut, another algorithm (same results).

Definition at line 92 of file deltar.py.

References deltaR2().

92 
93 def cleanObjectCollection2( objects, masks, deltaRMin ):
94  '''Masks objects using a deltaR cut, another algorithm (same results).'''
95  if len(objects)==0:
96  return objects
97  deltaR2Min = deltaRMin*deltaRMin
98  cleanObjects = copy.copy( objects )
99  for mask in masks:
100  tooClose = []
101  for idx, object in enumerate(cleanObjects):
102  dR2 = deltaR2( object.eta(), object.phi(),
103  mask.eta(), mask.phi() )
104  if dR2 < deltaR2Min:
105  tooClose.append( idx )
106  nRemoved = 0
107  for idx in tooClose:
108  # yes, everytime an object is removed, the list of objects is updated
109  # so need to update the index accordingly.
110  # example: to remove : ele 1 and 2
111  # first, ele 1 is removed
112  # -> ele 2 is now at index 1
113  # one should again remove the element at index 1
114  idx -= nRemoved
115  del cleanObjects[idx]
116  nRemoved += 1
117  return cleanObjects
118 
deltar.cleanObjectCollection2
def cleanObjectCollection2
Definition: deltar.py:92
deltar.deltaR2
def deltaR2
Definition: deltar.py:7
def deltar.deltaPhi (   p1,
  p2 
) 
Computes delta phi, handling periodic limit conditions.

Definition at line 20 of file deltar.py.

Referenced by deltaR2().

20 
21 def deltaPhi( p1, p2):
22  '''Computes delta phi, handling periodic limit conditions.'''
23  res = p1 - p2
24  while res > math.pi:
25  res -= 2*math.pi
26  while res < -math.pi:
27  res += 2*math.pi
28  return res
29 
deltar.deltaPhi
def deltaPhi
Definition: deltar.py:20
def deltar.deltaR (   args)

Definition at line 16 of file deltar.py.

References deltaR2().

16 
17 def deltaR( *args ):
18  return math.sqrt( deltaR2(*args) )
19 
deltar.deltaR2
def deltaR2
Definition: deltar.py:7
deltar.deltaR
def deltaR
Definition: deltar.py:16
def deltar.deltaR2 (   e1,
  p1,
  e2 = None,
  p2 = None 
) 
Take either 4 arguments (eta,phi, eta,phi) or two objects that have 'eta', 'phi' methods)

Definition at line 7 of file deltar.py.

References deltaPhi().

Referenced by bestMatch(), cleanObjectCollection(), cleanObjectCollection2(), deltaR(), and inConeCollection().

7 
8 def deltaR2( e1, p1, e2=None, p2=None):
9  """Take either 4 arguments (eta,phi, eta,phi) or two objects that have 'eta', 'phi' methods)"""
10  if (e2 == None and p2 == None):
11  return deltaR2(e1.eta(),e1.phi(), p1.eta(), p1.phi())
12  de = e1 - e2
13  dp = deltaPhi(p1, p2)
14  return de*de + dp*dp
15 
deltar.deltaPhi
def deltaPhi
Definition: deltar.py:20
deltar.deltaR2
def deltaR2
Definition: deltar.py:7
def deltar.inConeCollection (   pivot,
  particles,
  deltaRMax,
  deltaRMin = 1e-5 
) 
Returns the list of particles that are less than deltaRMax away from pivot.

Definition at line 30 of file deltar.py.

References deltaR2().

30 
31 def inConeCollection(pivot, particles, deltaRMax, deltaRMin=1e-5):
32  '''Returns the list of particles that are less than deltaRMax away from pivot.'''
33  dR2Max = deltaRMax ** 2
34  dR2Min = deltaRMin ** 2
35  results = []
36  for ptc in particles:
37  dR2 = deltaR2(pivot.eta(), pivot.phi(), ptc.eta(), ptc.phi())
38  if dR2Min < dR2 < dR2Max:
39  results.append(ptc)
40  return results
deltar.inConeCollection
def inConeCollection
Definition: deltar.py:30
deltar.deltaR2
def deltaR2
Definition: deltar.py:7
def deltar.matchObjectCollection (   objects,
  matchCollection,
  deltaR2Max,
  filter = lambda x,
  y 
)

Definition at line 152 of file deltar.py.

References bestMatch(), python.multivaluedict.dict, and alcazmumu_cfi.filter.

Referenced by SimpleJetAnalyzer.SimpleJetAnalyzer.process(), core.TriggerMatchAnalyzer.TriggerMatchAnalyzer.process(), and JetAnalyzer.JetAnalyzer.process().

152 
153 def matchObjectCollection( objects, matchCollection, deltaR2Max, filter = lambda x,y : True):
154  pairs = {}
155  if len(objects)==0:
156  return pairs
157  if len(matchCollection)==0:
158  return dict( zip(objects, [None]*len(objects)) )
159  for object in objects:
160  bm, dr2 = bestMatch( object, [mob for mob in matchCollection if filter(object,mob)] )
161  if dr2<deltaR2Max:
162  pairs[object] = bm
163  else:
164  pairs[object] = None
165  return pairs
166 
deltar.bestMatch
def bestMatch
Definition: deltar.py:139
alcazmumu_cfi.filter
tuple filter
Definition: alcazmumu_cfi.py:34
deltar.matchObjectCollection
def matchObjectCollection
Definition: deltar.py:152
def deltar.matchObjectCollection2 (   objects,
  matchCollection,
  deltaRMax = 0.3 
) 
Univoque association of an element from matchCollection to an element of objects.
Reco and Gen objects get the "matched" attribute, true is they are re part of a matched tulpe.
By default, the matching is true only if delta R is smaller than 0.3.

Definition at line 167 of file deltar.py.

References python.multivaluedict.dict.

Referenced by objects.JetAnalyzer.JetAnalyzer.matchJets().

167 
168 def matchObjectCollection2 ( objects, matchCollection, deltaRMax = 0.3 ):
169  '''Univoque association of an element from matchCollection to an element of objects.
170  Reco and Gen objects get the "matched" attribute, true is they are re part of a matched tulpe.
171  By default, the matching is true only if delta R is smaller than 0.3.
172  '''
173 
174  pairs = {}
175  if len(objects)==0:
176  return pairs
177  if len(matchCollection)==0:
178  return dict( zip(objects, [None]*len(objects)) )
179  # build all possible combinations
180  allPairs = [(deltaR2 (object.eta(), object.phi(), match.eta(), match.phi()), (object, match)) for object in objects for match in matchCollection]
181  allPairs.sort ()
182 
183  # to flag already matched objects
184  # FIXME this variable remains appended to the object, I do not like it
185  for object in objects:
186  object.matched = False
187  for match in matchCollection:
188  match.matched = False
189 
190  deltaR2Max = deltaRMax * deltaRMax
191  for dR2, (object, match) in allPairs:
192  if dR2 > deltaR2Max:
193  break
194  if dR2 < deltaR2Max and object.matched == False and match.matched == False:
195  object.matched = True
196  match.matched = True
197  pairs[object] = match
198 
199  for object in objects:
200  if object.matched == False:
201  pairs[object] = None
202 
203  return pairs
204  # by now, the matched attribute remains in the objects, for future usage
205  # one could remove it with delattr (object, attrname)
206 
207 
208 
deltar.matchObjectCollection2
def matchObjectCollection2
Definition: deltar.py:167
def deltar.matchObjectCollection3 (   objects,
  matchCollection,
  deltaRMax = 0.3,
  filter = lambda x,
  y 
)

Definition at line 41 of file deltar.py.

References funct.abs(), python.multivaluedict.dict, and alcazmumu_cfi.filter.

Referenced by objects.LeptonAnalyzer.LeptonAnalyzer.matchAnyLeptons(), objects.IsoTrackAnalyzer.matchIsoTrack(), objects.LeptonAnalyzer.LeptonAnalyzer.matchLeptons(), objects.PhotonAnalyzer.PhotonAnalyzer.matchPhotons(), objects.TauAnalyzer.TauAnalyzer.matchTaus(), and core.TriggerMatchAnalyzer.TriggerMatchAnalyzer.process().

41 
42 def matchObjectCollection3 ( objects, matchCollection, deltaRMax = 0.3, filter = lambda x,y : True ):
43  '''Univoque association of an element from matchCollection to an element of objects.
44  Reco and Gen objects get the "matched" attribute, true is they are re part of a matched tulpe.
45  By default, the matching is true only if delta R is smaller than 0.3.
46  '''
47  #
48 
49  pairs = {}
50  if len(objects)==0:
51  return pairs
52  if len(matchCollection)==0:
53  return dict( zip(objects, [None]*len(objects)) )
54  # build all possible combinations
55 
56  objectCoords = [ (o.eta(),o.phi(),o) for o in objects ]
57  matchdCoords = [ (o.eta(),o.phi(),o) for o in matchCollection ]
58  allPairs = [(deltaR2 (oeta, ophi, meta, mphi), (object, match)) for (oeta,ophi,object) in objectCoords for (meta,mphi,match) in matchdCoords if abs(oeta-meta)<=deltaRMax and filter(object,match) ]
59  #allPairs = [(deltaR2 (object.eta(), object.phi(), match.eta(), match.phi()), (object, match)) for object in objects for match in matchCollection if filter(object,match) ]
60  allPairs.sort ()
61  #
62  # to flag already matched objects
63  # FIXME this variable remains appended to the object, I do not like it
64 
65  for object in objects:
66  object.matched = False
67  for match in matchCollection:
68  match.matched = False
69  #
70 
71  deltaR2Max = deltaRMax * deltaRMax
72  for dR2, (object, match) in allPairs:
73  if dR2 > deltaR2Max:
74  break
75  if dR2 < deltaR2Max and object.matched == False and match.matched == False:
76  object.matched = True
77  match.matched = True
78  pairs[object] = match
79  #
80 
81  for object in objects:
82  if object.matched == False:
83  pairs[object] = None
84  #
85 
86  return pairs
87  # by now, the matched attribute remains in the objects, for future usage
88  # one could remove it with delattr (object, attrname)
89 
90 
91 
alcazmumu_cfi.filter
tuple filter
Definition: alcazmumu_cfi.py:34
funct::abs
Abs< T >::type abs(const T &t)
Definition: Abs.h:22
deltar.matchObjectCollection3
def matchObjectCollection3
Definition: deltar.py:41
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