forked from cms-sw/cmssw
-
Notifications
You must be signed in to change notification settings - Fork 0
/
vid_id_tools.py
188 lines (166 loc) · 8.79 KB
/
vid_id_tools.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
import FWCore.ParameterSet.Config as cms
from PhysicsTools.SelectorUtils.centralIDRegistry import central_id_registry
import sys
#keep python2.6 compatibility for computing
#import importlib
#general simple tools for various object types
def setupVIDSelection(vidproducer,cutflow):
if not hasattr(cutflow,'idName'):
raise Exception('InvalidVIDCutFlow', 'The cutflow configuation provided is malformed and does not have a specified name!')
if not hasattr(cutflow,'cutFlow'):
raise Exception('InvalidVIDCutFlow', 'The cutflow configuration provided is malformed and does not have a specific cutflow!')
cutflow_md5 = central_id_registry.getMD5FromName(cutflow.idName)
isPOGApproved = cms.untracked.bool(False)
if hasattr(cutflow,'isPOGApproved'):
isPOGApproved = cutflow.isPOGApproved
del cutflow.isPOGApproved
vidproducer.physicsObjectIDs.append(
cms.PSet( idDefinition = cutflow,
isPOGApproved = isPOGApproved,
idMD5 = cms.string(cutflow_md5) )
)
# sys.stderr.write('Added ID \'%s\' to %s\n'%(cutflow.idName.value(),vidproducer.label()))
def addVIDSelectionToPATProducer(patProducer,idProducer,idName,addUserData=True):
patProducerIDs = None
userDatas = None
for key in patProducer.__dict__.keys():
if 'IDSources' in key:
patProducerIDs = getattr(patProducer,key)
if 'userData' in key:
userDatas = getattr(patProducer,key)
if patProducerIDs is None:
raise Exception('StrangePatModule','%s does not have ID sources!'%patProducer.label())
if userDatas is None:
raise Exception('StrangePatModule','%s does not have UserData sources!'%patProducer.label())
setattr(patProducerIDs,idName,cms.InputTag('%s:%s'%(idProducer,idName)))
if( addUserData ):
if( len(userDatas.userClasses.src) == 1 and
type(userDatas.userClasses.src[0]) is str and
userDatas.userClasses.src[0] == '' ):
userDatas.userClasses.src = cms.VInputTag(cms.InputTag('%s:%s'%(idProducer,idName)))
else:
userDatas.userClasses.src.append(cms.InputTag('%s:%s'%(idProducer,idName)))
sys.stderr.write('\t--- %s:%s added to %s\n'%(idProducer,idName,patProducer.label()))
def setupAllVIDIdsInModule(process,id_module_name,setupFunction,patProducer=None,addUserData=True):
# idmod = importlib.import_module(id_module_name)
idmod= __import__(id_module_name, globals(), locals(), ['idName','cutFlow'])
for name in dir(idmod):
item = getattr(idmod,name)
if hasattr(item,'idName') and hasattr(item,'cutFlow'):
setupFunction(process,item,patProducer,addUserData)
# Supported data formats defined via "enum"
class DataFormat:
AOD = 1
MiniAOD = 2
####
# Electrons
####
#turns on the VID electron ID producer, possibly with extra options
# for PAT and/or MINIAOD
def switchOnVIDElectronIdProducer(process, dataFormat):
process.load('RecoEgamma.ElectronIdentification.egmGsfElectronIDs_cff')
#*always* reset to an empty configuration
if( len(process.egmGsfElectronIDs.physicsObjectIDs) > 0 ):
process.egmGsfElectronIDs.physicsObjectIDs = cms.VPSet()
dataFormatString = "Undefined"
if dataFormat == DataFormat.AOD:
# No reconfiguration is required, default settings are for AOD
dataFormatString = "AOD"
elif dataFormat == DataFormat.MiniAOD:
# If we are dealing with MiniAOD, we overwrite the electron collection
# name appropriately, for the fragment we just loaded above.
process.egmGsfElectronIDs.physicsObjectSrc = cms.InputTag('slimmedElectrons')
dataFormatString = "MiniAOD"
else:
raise Exception('InvalidVIDDataFormat', 'The requested data format is different from AOD or MiniAOD')
#
# sys.stderr.write('Added \'egmGsfElectronIDs\' to process definition (%s format)!\n' % dataFormatString)
def setupVIDElectronSelection(process,cutflow,patProducer=None,addUserData=True):
if not hasattr(process,'egmGsfElectronIDs'):
raise Exception('VIDProducerNotAvailable','egmGsfElectronIDs producer not available in process!')
setupVIDSelection(process.egmGsfElectronIDs,cutflow)
#add to PAT electron producer if available or specified
if hasattr(process,'patElectrons') or patProducer is not None:
if patProducer is None:
patProducer = process.patElectrons
idName = cutflow.idName.value()
addVIDSelectionToPATProducer(patProducer,'egmGsfElectronIDs',idName,addUserData)
#we know cutflow has a name otherwise an exception would have been thrown in setupVIDSelection
#run this for all heep IDs except V60 standard for which it is not needed
#it is needed for V61 and V70
if (cutflow.idName.value().find("HEEP")!=-1 and
cutflow.idName.value()!="heepElectronID-HEEPV60"):
#not the ideal way but currently the easiest
useMiniAOD = process.egmGsfElectronIDs.physicsObjectSrc == cms.InputTag('slimmedElectrons')
from RecoEgamma.ElectronIdentification.Identification.heepElectronID_tools import addHEEPProducersToSeq
addHEEPProducersToSeq(process=process,seq=process.egmGsfElectronIDSequence,
insertIndex=process.egmGsfElectronIDSequence.index(process.egmGsfElectronIDs),
useMiniAOD=useMiniAOD)
####
# Muons
####
#turns on the VID electron ID producer, possibly with extra options
# for PAT and/or MINIAOD
def switchOnVIDMuonIdProducer(process, dataFormat):
process.load('RecoMuon.MuonIdentification.muoMuonIDs_cff')
#*always* reset to an empty configuration
if( len(process.muoMuonIDs.physicsObjectIDs) > 0 ):
process.muoMuonIDs.physicsObjectIDs = cms.VPSet()
dataFormatString = "Undefined"
if dataFormat == DataFormat.AOD:
# No reconfiguration is required, default settings are for AOD
dataFormatString = "AOD"
elif dataFormat == DataFormat.MiniAOD:
# If we are dealing with MiniAOD, we overwrite the muon collection
# name appropriately, for the fragment we just loaded above.
process.muoMuonIDs.physicsObjectSrc = cms.InputTag('slimmedMuons')
dataFormatString = "MiniAOD"
else:
raise Exception('InvalidVIDDataFormat', 'The requested data format is different from AOD or MiniAOD')
#
# sys.stderr.write('Added \'muoMuonIDs\' to process definition (%s format)!\n' % dataFormatString)
def setupVIDMuonSelection(process,cutflow,patProducer=None):
moduleName = "muoMuonIDs"
if not hasattr(process, moduleName):
raise Exception("VIDProducerNotAvailable", "%s producer not available in process!" % moduleName)
module = getattr(process, moduleName)
setupVIDSelection(module, cutflow)
#add to PAT electron producer if available or specified
#if hasattr(process,'patMuons') or patProducer is not None:
# if patProducer is None:
# patProducer = process.patMuons
# idName = cutflow.idName.value()
# addVIDSelectionToPATProducer(patProducer, moduleName, idName)
####
# Photons
####
#turns on the VID photon ID producer, possibly with extra options
# for PAT and/or MINIAOD
def switchOnVIDPhotonIdProducer(process, dataFormat):
process.load('RecoEgamma.PhotonIdentification.egmPhotonIDs_cff')
#*always* reset to an empty configuration
if( len(process.egmPhotonIDs.physicsObjectIDs) > 0 ):
process.egmPhotonIDs.physicsObjectIDs = cms.VPSet()
dataFormatString = "Undefined"
if dataFormat == DataFormat.AOD:
# No reconfiguration is required, default settings are for AOD
dataFormatString = "AOD"
elif dataFormat == DataFormat.MiniAOD:
# If we are dealing with MiniAOD, we overwrite the electron collection
# name appropriately, for the fragment we just loaded above.
process.egmPhotonIDs.physicsObjectSrc = cms.InputTag('slimmedPhotons')
dataFormatString = "MiniAOD"
else:
raise Exception('InvalidVIDDataFormat', 'The requested data format is different from AOD or MiniAOD')
#
sys.stderr.write('Added \'egmPhotonIDs\' to process definition (%s format)!\n' % dataFormatString)
def setupVIDPhotonSelection(process,cutflow,patProducer=None,addUserData=True):
if not hasattr(process,'egmPhotonIDs'):
raise Exception('VIDProducerNotAvailable','egmPhotonIDs producer not available in process!\n')
setupVIDSelection(process.egmPhotonIDs,cutflow)
#add to PAT photon producer if available or specified
if hasattr(process,'patPhotons') or patProducer is not None:
if patProducer is None:
patProducer = process.patPhotons
idName = cutflow.idName.value()
addVIDSelectionToPATProducer(patProducer,'egmPhotonIDs',idName,addUserData)