/
MakeNTuple_RHNu_test_brems.py
1104 lines (1034 loc) · 44.6 KB
/
MakeNTuple_RHNu_test_brems.py
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# lb-run DaVinci/Latest python MakeNTuple_RHNu.py
import sys
sys.path.append('.')
from GaudiConf import IOHelper
from IsoBdt import IsoBdt
#IOHelper('ROOT').inputFiles(['/data/dst/CL16.MD.Reco16MINIBIAS.0.00.dst'],
# clear = True) # CL16
#IOHelper('ROOT').inputFiles(['/data/dst/CL16.MD.Reco16DIMUON.0.00.dst'],
# clear=True) # CL16
#IOHelper('ROOT').inputFiles(['/data/dst/CL16.MD.Turbo03LEPTONS.0.00.dst'],
# clear=True) # Turbo03
#IOHelper('ROOT').inputFiles(['/data/dst/MC16.MD.40114002.0.00.dst'],
# clear=True) # MC16
#IOHelper('ROOT').inputFiles(['/data/dst/MC16.MD.40114017.0.00.dst'],
# clear=True) # MC16
#IOHelper('ROOT').inputFiles(['/data/dst/MC16.MD.40114007.0.00.dst'],
# clear=True) # MC16
#IOHelper('ROOT').inputFiles(['/data/dst/MC16.MD.42122060.0.00.ldst'],
# clear=True) # MC16
#IOHelper('ROOT').inputFiles(['LFN:/data/dst/MC16.MD.40114002.0.00.dst'],
# clear=True) # MC16
# Single Files
#run_ganga = True
run_ganga = False
#Mode = 'mu'
#Mode = 'el'
Mode = 'RHNu'
QuadE = False
#Type = 'Single.DiMu.MC16'
#Type = 'Single.MinBias.MC15'
Type = 'Single.RHNu.CL'
ThisDataType = '2016'
ThisDDDBtag = 'dddb-20150724'
ThisCLCondDBtag = 'cond-20160522'
ThisMCCondDBtag = 'sim-20160820-vc-md100'
ThisDQFLAGStag = 'dq-20150717'
if not run_ganga: from GaudiConf import IOHelper
if Type == 'Single.DiMu.MC16':
if not run_ganga: IOHelper('ROOT').inputFiles(['DiMu.MC16.ldst'],clear=True)
elif Type == 'Single.MinBias.MC15':
ThisMCCondDBtag = 'sim-20161124-2015early-vc-md100'
ThisDDDBtag = 'dddb-20150703'
ThisDataType = '2015'
if not run_ganga: IOHelper('ROOT').inputFiles(['MinBias.MC15.dst'], clear=True)
elif 'RHNu.CL' in Type:
ThisCLCondDBtag = 'cond-20161004'
ThisDDDBtag = 'dddb-20150724'
ThisDataType = '2016'
#if not run_ganga: IOHelper('ROOT').inputFiles(['RHNu.CL.dst'],clear=True)
#if not run_ganga: IOHelper('ROOT').inputFiles(['00061346_00007293_1.ew.dst'],clear=True)
#if not run_ganga: IOHelper('ROOT').inputFiles(['00061346_00006242_1.ew.dst'],clear=True)
if not run_ganga: IOHelper('ROOT').inputFiles(['00059560_00000002_1.ew.dst'],clear=True) # for operation in X2ApGm directory.
# DaVinci configuration.
from Configurables import DaVinci
DaVinci().DataType = ThisDataType
DaVinci().DDDBtag = ThisDDDBtag
DaVinci().CondDBtag = ThisCLCondDBtag
DaVinci().DQFLAGStag = ThisDQFLAGStag
DaVinci().Lumi = True
#DaVinci().Lumi = False
DaVinci().TupleFile = 'lumi.root'
if 'MC' in Type:
DaVinci().Simulation = True
DaVinci().Lumi = False
DaVinci().CondDBtag = ThisMCCondDBtag
if 'Turbo' in Type:
from Configurables import DstConf, TurboConf
from PhysConf.Filters import LoKi_Filters
hlt = LoKi_Filters(HLT2_Code =
"HLT_PASS_RE('.*Hlt2Exotica.*TurboDecision.*')")
DstConf().Turbo = True
TurboConf().PersistReco = True
DaVinci().EventPreFilters = hlt.filters('TriggerFilters')
# Tag configuration.
TrkCats = [('ve', 1), ('tt', 2), ('it', 3), ('ot', 4), ('mu', 7)]
#TrgLocs = ['Hlt2ExoticaPrmptDiMuonSSTurbo',
# 'Hlt2ExoticaPrmptDiMuonTurbo',
# 'Hlt2ExoticaDiMuonNoIPTurbo',
# 'Hlt2ExoticaQuadMuonNoIP',
# 'Hlt2ExoticaDisplDiMuon']
TrgLocs = []
#TrgLocs = ['Hlt2ExoticaDisplDiE']
#TrgLocs = ['Hlt2ExoticaPrmptDiMuonSSTurbo',
# 'Hlt2ExoticaPrmptDiMuonTurbo',
# 'Hlt2ExoticaDiMuonNoIPTurbo'
# ]
# Create the di-electrons
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseANNElectrons #"RequiresDet='RICHORCALO' ProbNNe>'0.03'
cmbDiels = CombineParticles(
'CmbDiels',
DecayDescriptor = "KS0 -> e+ e-",
CombinationCut = ("(AMAXDOCA('') < 0.2*mm) & "
"(AMAXCHILD('e-' == ABSID, TRCHI2DOF) < 3) &"
"(AMINCHILD('e-' == ABSID, P) > 10*GeV) &"
"(AMINCHILD('e-' == ABSID, PROBNNe) > 0.5) &"
"(AMINCHILD('e-' == ABSID, PT) > 0.5*GeV)"),
MotherCut = "(HASVERTEX) & (VFASPF(VCHI2PDOF) < 10)")
selDiels = Selection(
'SelDiels',
Algorithm = cmbDiels,
RequiredSelections = [StdAllLooseANNElectrons])
seqDiels = SelectionSequence('SeqDiels', TopSelection = selDiels)
if Mode == 'el': DaVinci().appendToMainSequence([seqDiels])
# Create the same-sign di-electrons.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseANNElectrons #"RequiresDet='RICHORCALO' ProbNNe>'0.03'
cmbSsels = CombineParticles(
'CmbSsels',
DecayDescriptor = "[KS0 -> e- e-]cc",
CombinationCut = ("(AMAXDOCA('') < 0.2*mm) & "
"(AMAXCHILD('e-' == ABSID, TRCHI2DOF) < 3) &"
"(AMINCHILD('e-' == ABSID, P) > 10*GeV) &"
"(AMINCHILD('e-' == ABSID, PROBNNe) > 0.5) &"
"(AMINCHILD('e-' == ABSID, PT) > 0.5*GeV)"),
MotherCut = "(HASVERTEX) & (VFASPF(VCHI2PDOF) < 10)")
selSsels = Selection(
'SelSsels',
Algorithm = cmbSsels,
RequiredSelections = [StdAllLooseANNElectrons])
seqSsels = SelectionSequence('SeqSsels', TopSelection = selSsels)
if Mode == 'el' and 'MC' in Type: DaVinci().appendToMainSequence([seqSsels])
# Create the quad-electrons.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseANNElectrons #"RequiresDet='RICHORCALO' ProbNNe>'0.03'
cmbQdels = CombineParticles(
'CmbQdels',
DecayDescriptor = "B0 -> KS0 KS0",
MotherCut = "(HASVERTEX) & (VFASPF(VCHI2PDOF) < 10)")
selQdels = Selection(
'SelQdels',
Algorithm = cmbQdels,
RequiredSelections = [selDiels])
seqQdels = SelectionSequence('SeqQdels', TopSelection = selQdels)
if Mode == 'el' and QuadE: DaVinci().appendToMainSequence([seqQdels])
##################################################################################
# Create the right handed neutrinos
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseMuons, StdAllNoPIDsPions
#from Inputs import Hlt2Muons, Hlt2NoPIDsPions
dc = {}
dc['mu+'] = ("(PT > 500*MeV) "
"& (P > 10000*MeV) "
"& (BPVIPCHI2() > 16) "
"& (TRGHOSTPROB < 0.3) "
"& (PROBNNmu > 0.5) ")
dc['pi+'] = ("(PT > 500*MeV) "
"& (P > 10000*MeV) "
"& (BPVIPCHI2() > 16) "
"& (TRGHOSTPROB < 0.3)")
cmbRHNu = CombineParticles(
'CmbRHNu',
DecayDescriptor = "[KS0 -> mu+ pi-]cc",
DaughtersCuts = dc,
CombinationCut = "(APT > 2*500*MeV) & (AM > 0) & (ACUTDOCACHI2(10,''))",
MotherCut = ("(PT > 2*500*MeV)"
"& (HASVERTEX)"
"& (VFASPF(VCHI2PDOF) < 10) "
"& (BPVIPCHI2() < 16)"
"& (BPVVDCHI2 > 45)"
"& (BPVLTIME() > 1*picosecond)"))
selRHNu = Selection(
'SelRHNu',
Algorithm = cmbRHNu,
RequiredSelections = [StdAllLooseMuons,StdAllNoPIDsPions])
seqRHNu = SelectionSequence('SeqRHNu', TopSelection = selRHNu)
if Mode == 'RHNu': DaVinci().appendToMainSequence([seqRHNu])
# Create the same sign right handed neutrinos
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseMuons, StdAllNoPIDsPions
#from Inputs import Hlt2Muons, Hlt2NoPIDsPions
dc = {}
dc['mu+'] = ("(PT > 500*MeV) "
"& (P > 10000*MeV) "
"& (BPVIPCHI2() > 16) "
"& (TRGHOSTPROB < 0.3) "
"& (PROBNNmu > 0.7) ")
dc['pi+'] = ("(PT > 500*MeV) "
"& (P > 10000*MeV) "
"& (BPVIPCHI2() > 16) "
"& (TRGHOSTPROB < 0.3)")
cmbSSRHNu = CombineParticles(
'CmbSSRHNu',
DecayDescriptor = "[KS0 -> mu+ pi+]cc",
DaughtersCuts = dc,
CombinationCut = "(APT > 2*500*MeV) & (AM > 0) & (ACUTDOCACHI2(10,''))",
MotherCut = ("(PT > 2*500*MeV)"
"& (HASVERTEX)"
"& (VFASPF(VCHI2PDOF) < 10) "
"& (BPVIPCHI2() < 16)"
"& (BPVVDCHI2 > 45)"
"& (BPVLTIME() > 1*picosecond)"))
selSSRHNu = Selection(
'SelSSRHNu',
Algorithm = cmbSSRHNu,
RequiredSelections = [StdAllLooseMuons,StdAllNoPIDsPions])
seqSSRHNu = SelectionSequence('SeqSSRHNu', TopSelection = selSSRHNu)
if Mode == 'RHNu' and 'MC' in Type: DaVinci().appendToMainSequence([seqSSRHNu])
# Create the DiRHNu.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseANNElectrons #"RequiresDet='RICHORCALO' ProbNNe>'0.03'
cmbDiRHNu = CombineParticles(
'CmbDiRHNu',
DecayDescriptor = "B0 -> KS0 KS0",
MotherCut = "(HASVERTEX)")
selDiRHNu = Selection(
'SelDiRHNu',
Algorithm = cmbDiRHNu,
RequiredSelections = [selRHNu])
seqDiRHNu = SelectionSequence('SeqDiRHNu', TopSelection = selDiRHNu)
if Mode == 'RHNu': DaVinci().appendToMainSequence([seqDiRHNu])
##################################################################################
# Create the di-muons.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseMuons
cmbDimus = CombineParticles(
'CmbDimus',
DecayDescriptor = "KS0 -> mu+ mu-",
CombinationCut = ("(AMAXDOCA('') < 0.2*mm) & "
"(AMAXCHILD('mu-' == ABSID, TRCHI2DOF) < 3) &"
"(AMINCHILD('mu-' == ABSID, P) > 10*GeV) &"
"(AMINCHILD('mu-' == ABSID, PROBNNmu) > 0.5) &"
"(AMINCHILD('mu-' == ABSID, PT) > 0.5*GeV)"),
MotherCut = "(HASVERTEX) & (VFASPF(VCHI2PDOF) < 10)")
selDimus = Selection(
'SelDimus',
Algorithm = cmbDimus,
RequiredSelections = [StdAllLooseMuons])
seqDimus = SelectionSequence('SeqDimus', TopSelection = selDimus)
if Mode == 'mu': DaVinci().appendToMainSequence([seqDimus])
# Create the same-sign di-muons.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseMuons
cmbSsmus = CombineParticles(
'CmbSsmus',
DecayDescriptor = "[KS0 -> mu- mu-]cc",
CombinationCut = ("(AMAXDOCA('') < 0.2*mm) & "
"(AMAXCHILD('mu-' == ABSID, TRCHI2DOF) < 3) &"
"(AMINCHILD('mu-' == ABSID, P) > 10*GeV) &"
"(AMINCHILD('mu-' == ABSID, PROBNNmu) > 0.5) &"
"(AMINCHILD('mu-' == ABSID, PT) > 0.5*GeV)"),
MotherCut = "(HASVERTEX) & (VFASPF(VCHI2PDOF) < 10)")
selSsmus = Selection(
'SelSsmus',
Algorithm = cmbSsmus,
RequiredSelections = [StdAllLooseMuons])
seqSsmus = SelectionSequence('SeqSsmus', TopSelection = selSsmus)
if Mode == 'mu' and 'MC' in Type: DaVinci().appendToMainSequence([seqSsmus])
# Create the quad-muons.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLooseMuons
cmbQdmus = CombineParticles(
'CmbQdmus',
DecayDescriptor = "B0 -> KS0 KS0",
MotherCut = "(HASVERTEX) & (VFASPF(VCHI2PDOF) < 10)")
selQdmus = Selection(
'SelQdmus',
Algorithm = cmbQdmus,
RequiredSelections = [selDimus])
seqQdmus = SelectionSequence('SeqQdmus', TopSelection = selQdmus)
if Mode == 'mu': DaVinci().appendToMainSequence([seqQdmus])
# Create the Kss.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLoosePions
cmbKss = CombineParticles(
'CmbKss',
DecayDescriptor = "KS0 -> pi+ pi-",
CombinationCut = ("(ADAMASS('KS0') < 50*MeV)"
" & (AMINCHILD(BPVIPCHI2(), ABSID == 'pi+') > 16)"
" & (AMINCHILD(PT, ABSID == 'pi+') > 0.5*GeV)"),
MotherCut = "(VFASPF(VCHI2PDOF) < 25)")
selKss = Selection(
'SelKss',
Algorithm = cmbKss,
RequiredSelections = [StdAllLoosePions])
seqKss = SelectionSequence('SeqKss', TopSelection = selKss)
if Mode == 'Ks': DaVinci().appendToMainSequence([seqKss])
# Create the di-pions.
from Configurables import CombineParticles
from PhysSelPython.Wrappers import Selection, SelectionSequence
from StandardParticles import StdAllLoosePions
cmbDipss = CombineParticles(
'CmbDipss',
DecayDescriptor = "[KS0 -> pi+ pi+]cc",
CombinationCut = ("(AMINCHILD(PT, ABSID == 'pi+') > 0.5*GeV)"),
MotherCut = "(VFASPF(VCHI2PDOF) < 25)")
selDipss = Selection(
'SelDipss',
Algorithm = cmbDipss,
RequiredSelections = [StdAllLoosePions])
seqDipss = SelectionSequence('SeqDipss', TopSelection = selDipss)
cmbDipos = CombineParticles(
'CmbDipos',
DecayDescriptor = "KS0 -> pi+ pi-",
CombinationCut = ("(AMINCHILD(PT, ABSID == 'pi+') > 0.5*GeV)"),
MotherCut = "(VFASPF(VCHI2PDOF) < 25)")
selDipos = Selection(
'SelDipos',
Algorithm = cmbDipos,
RequiredSelections = [StdAllLoosePions])
seqDipos = SelectionSequence('SeqDipos', TopSelection = selDipos)
if Mode == 'pi': DaVinci().appendToMainSequence([seqDipss, seqDipos])
# Create the jets.
from Configurables import HltParticleFlow, HltJetBuilder
pf = HltParticleFlow('pf')
pf.Inputs += [
['ProtoParticle', 'best', 'Rec/ProtoP/Charged'],
['ProtoParticle', 'gamma', 'Rec/ProtoP/Neutrals']]
if 'Turbo' in Type:
pf.Inputs += [
['Particle', 'daughters', '/Event/Turbo/' +
loc + '/Particles'] for loc in TrgLocs]
elif Mode == 'mu':
pf.Inputs += [
['Particle', 'daughters', seqDimus.outputLocation()],
['Particle', 'daughters', seqQdmus.outputLocation()]]
if 'MC' in Type:
pf.Inputs += [['Particle', 'daughters', seqSsmus.outputLocation()]]
elif Mode == 'Ks':
pf.Inputs += [['Particle', 'daughters', seqKss.outputLocation()]]
elif Mode == 'pi':
pf.Inputs += [
['Particle', 'daughters', seqDipss.outputLocation()],
['Particle', 'daughters', seqDipos.outputLocation()]]
pf.Output = 'Phys/PF/Particles'
pf.ProBestNames = ['mu+', 'e+', 'p+', 'K+', 'pi+']
pf.ProBestKeys = [701, 700, 704, 703, 702]
pf.ProBestMins = [0.5, 0.5, 0.5, 0.5, 0.5]
pf.EcalBest = True
pf.SprRecover = False
pf.TrkLnErrMax = 10
pf.TrkUpErrMax = 10
pf.TrkDnErrMax = 10
jb = HltJetBuilder('jb')
jb.JetEcPath = ''
jb.Inputs = [pf.Output]
jb.Output = 'Phys/JB/Particles'
jb.JetPtMin = 0
DaVinci().appendToMainSequence([pf, jb])
# TisTos configuration.
from Configurables import ToolSvc, TriggerTisTos
for stage in ('Hlt1', 'Hlt2', 'Strip/Phys'):
ToolSvc().addTool(TriggerTisTos, stage + "TriggerTisTos")
tool = getattr(ToolSvc(), stage + "TriggerTisTos")
tool.HltDecReportsLocation = '/Event/' + stage + '/DecReports'
tool.HltSelReportsLocation = '/Event/' + stage + '/SelReports'
# GaudiPython configuration.
import GaudiPython, ROOT
from Configurables import ApplicationMgr
gaudi = GaudiPython.AppMgr()
tes = gaudi.evtsvc()
# Tools.
rndTool = ROOT.TRandom3(0)
genTool = gaudi.toolsvc().create(
'DaVinciSmartAssociator',
interface = 'IParticle2MCWeightedAssociator')
rftTool = gaudi.toolsvc().create(
'PVOfflineTool',
interface = 'IPVOfflineTool')
pvrTool = gaudi.toolsvc().create(
'GenericParticle2PVRelator<_p2PVWithIPChi2, '
'OfflineDistanceCalculatorName>/P2PVWithIPChi2',
interface = 'IRelatedPVFinder')
#velTool = gaudi.toolsvc().create(
# 'VeloExpectation',
# interface = 'IVeloExpectation')
velTool = -100
dstTool = gaudi.toolsvc().create(
'LoKi::TrgDistanceCalculator',
interface = 'IDistanceCalculator')
#detTool = gaudi.detSvc()['/dd/Structure/LHCb/BeforeMagnetRegion/Velo']
trkTool = gaudi.toolsvc().create(
'TrackMasterExtrapolator',
interface = 'ITrackExtrapolator')
l0Tool = gaudi.toolsvc().create(
'L0TriggerTisTos',
interface = 'ITriggerTisTos')
hlt1Tool = gaudi.toolsvc().create(
'TriggerTisTos/Hlt1TriggerTisTos',
interface = 'ITriggerTisTos')
hlt2Tool = gaudi.toolsvc().create(
'TriggerTisTos/Hlt2TriggerTisTos',
interface = 'ITriggerTisTos')
physTool = gaudi.toolsvc().create(
'TriggerTisTos/Strip/PhysTriggerTisTos',
interface = 'ITriggerTisTos')
bremTool = gaudi.toolsvc().create(
'BremAdder',
interface = 'IBremAdder')
docaTool = GaudiPython.gbl.LoKi.Particles.DOCA(0, 0, dstTool)
isoTool = IsoBdt(dstTool)
# Simple ntuple class.
class Ntuple:
def __init__(self, name, tes, genTool, rftTool, pvrTool, velTool, dstTool,
detTool, trkTool, l0Tool, hlt1Tool, hlt2Tool, isoTool, bremTool, Type, Mode):
from collections import OrderedDict
import ROOT, array
self.tes = tes
self.genTool = genTool
self.rftTool = rftTool
self.pvrTool = pvrTool
self.velTool = velTool
self.dstTool = dstTool
self.detTool = detTool
self.trkTool = trkTool
self.l0Tool = l0Tool
self.hlt1Tool = hlt1Tool
self.hlt2Tool = hlt2Tool
self.isoTool = isoTool
self.bremTool= bremTool
self.saved = {}
self.ntuple = OrderedDict()
self.tfile_name = 'output.{}.{}.root'.format(Mode,Type)
self.tfile = ROOT.TFile(self.tfile_name, 'RECREATE')
self.ttree = ROOT.TTree('data', 'data')
vrsVrt = ['x', 'y', 'z']
vrsMom = ['px', 'py', 'pz', 'e']
vrsJet = ['jet_id', 'jet_px', 'jet_py', 'jet_pz']
if 'MC' in Type: vrsMom = ['idx_gen'] + vrsMom
vrsPrt = ['iso', 'smooth_iso', 'isDiRHNu'] + vrsJet + ['isMuon', 'pnn_mu', 'pnn_pi',
'pnn_k', 'pnn_p', 'pnn_ghost', 'prb_ghost', 'ip', 'ip_chi2',
'x0', 'y0', 'z0', 'id0', 'x1', 'y1', 'z1', 'id1']
vrsTrg = ['l0_tos1', 'l0_tos2', 'l0_tis', 'hlt1_tos4', 'hlt1_tos5', 'hlt1_tis'] + [
'hlt2_tos%i' % i for i in range(0, len(TrgLocs))] + ['hlt2_tos0'] + ['hlt2_tis']
self.vrsInit('pvr', vrsVrt)
self.vrsInit('tag', ['idx_pvr', 'idx_prt0', 'idx_prt1'] +
vrsMom + vrsVrt + ['dx', 'dy', 'dz'] + [
'm', 'dtf_m', 'dtf_dm', 'ip_chi2', 'il', 'iv',
'dtf_chi2', 'chi2', 've_ns', 'tt_ns', 'it_ns', 'ot_ns',
'mu_ns'] + vrsTrg)
self.vrsInit('prt', ['idx_pvr', 'pid'] + vrsMom + vrsPrt)
if 'MC' in Type:
vrsMcp = ['pid', 'q', 'px', 'py', 'pz', 'e', 'x', 'y', 'z']
self.vrsInit('mcpvr', ['x', 'y', 'z'])
self.vrsInit('mctag', ['idx_pvr', 'idx_prt0', 'idx_prt1',
'pid_mom'] + vrsMcp)
self.vrsInit('mcprt', ['idx_pvr'] + vrsMcp)
self.ntuple['pvr_n'] = array.array('d', [-1])
self.ntuple['run_n'] = array.array('d', [-1])
self.ntuple['evt_n'] = array.array('d', [-1])
self.ntuple['evt_tck'] = array.array('d', [-1])
self.ntuple['evt_spd'] = array.array('d', [-1])
for key, val in self.ntuple.iteritems():
if type(val) is array.array: self.ttree.Branch(key, val, key + '/D')
else: self.ttree.Branch(key, val)
from LoKiPhys.decorators import CTAU
self.ctau = CTAU
def vrsInit(self, pre, vrs):
import ROOT
for v in vrs: self.ntuple['%s_%s' % (pre, v)] = ROOT.vector('double')()
def keyPrt(self, obj):
key = (obj.momentum().Px(), obj.momentum().Py(), obj.momentum().Pz())
try:
trk = obj.proto().track()
key = (trk.momentum().X(), trk.momentum().Y(), trk.momentum().Z())
except:
try:
pos = obj.proto().calo()[0].position()
key = (pos.x(), pos.y(), pos.z(), pos.e())
except: pass
return key
def keyTrk(self, obj):
key = float(1)
try:
trk = obj.proto().track()
for lid in trk.lhcbIDs():
if lid.isVelo():
key *= float(lid.veloID().channelID()/1000000.0)
except: pass
return key
def keyVrt(self, obj):
return (obj.position().X(), obj.position().Y(), obj.position().Z())
def close(self):
self.tfile.Write('data', ROOT.TObject.kOverwrite)
print 'Closing file ', self.tfile_name, '\n\n\n'
self.tfile.Close()
def clear(self):
import array
self.saved.clear()
for key, val in self.ntuple.iteritems():
if type(val) is array.array: val[0] = -1
else: val.clear()
def fill(self, key = None, val = None, idx = None):
if key == None or val == None: self.tfile.Cd(''); self.ttree.Fill()
elif key in self.ntuple:
if idx == None: self.ntuple[key].push_back(val)
elif idx < len(self.ntuple[key]): self.ntuple[key][idx] = val
def fillVrt(self, pre, vrt, cov = None, pos = None):
from math import sqrt
if cov == None: cov = vrt.covMatrix()
if pos == None: pos = vrt.position()
self.fill('%s_x' % pre, pos.X())
self.fill('%s_y' % pre, pos.Y())
self.fill('%s_z' % pre, pos.Z())
self.fill('%s_dx' % pre, sqrt(abs(cov[0][0])))
self.fill('%s_dy' % pre, sqrt(abs(cov[1][1])))
self.fill('%s_dz' % pre, sqrt(abs(cov[2][2])))
def fillMom(self, pre, mom):
self.fill('%s_px' % pre, mom.Px())
self.fill('%s_py' % pre, mom.Py())
self.fill('%s_pz' % pre, mom.Pz())
self.fill('%s_e' % pre, mom.E())
try:
self.fill('%s_dtf_m' % pre, mom.m().value())
self.fill('%s_dtf_dm' % pre, mom.m().error())
except:
self.fill('%s_dtf_m' % pre, -1)
self.fill('%s_dtf_dm' % pre, -1)
def fillPrt(self, prt, l_gdtr_prt_for_smooth_iso = []):
import ROOT
pid = prt.particleID().pid()
pro = prt.proto()
try: prt = prt.data()
except: pass
try: pvr = self.pvrTool.relatedPV(prt, 'Rec/Vertex/Primary')
except: pvr = None
vrt = prt.endVertex()
mom = prt.momentum()
key = self.keyPrt(prt)
pre = 'tag' if vrt else 'prt'
if key in self.saved: return (pre, self.saved[key])
# Daughters.
if pre == 'tag':
trks = []
dtrs = prt.daughters()
idxs = []
for dtr in prt.daughters():
(dtrPre, dtrIdx) = self.fillPrt(dtr, l_gdtr_prt_for_smooth_iso)
idxs += [dtrIdx]
if dtr.proto() and dtr.proto().track():
trk, mu = dtr.proto().track(), None
hits = self.hits(trk)
if hits[7] == 0 and dtr.proto().muonPID():
mu = dtr.proto().muonPID().muonTrack()
trks += [(trk, mu)]
for prtIdx, dtr in enumerate(idxs):
self.fill('%s_idx_prt%i' % (pre, prtIdx), dtr)
idx = self.ntuple['%s_px' % pre].size()
self.saved[key] = idx
if pre == 'tag':
# Shared hits.
n = self.share(trks)
# Vertex.
from LoKiArrayFunctors.decorators import AMAXDOCA
if pvr:
dtf = GaudiPython.gbl.DecayTreeFitter.Fitter(prt, pvr)
dtf.fit()
par = dtf.fitParams(prt)
mom = par.momentum()
self.fill('%s_dtf_chi2' % pre, dtf.chiSquare())
self.fillVrt(pre, prt, par.posCovMatrix(), par.position())
self.fill('%s_ctau' % pre, self.ctau(pvr)(prt))
else:
self.fill('%s_dtf_chi2' % pre, -1)
self.fillVrt(pre, vrt)
self.fill('%s_chi2' % pre, vrt.chi2())
self.fill('%s_doca' % pre, AMAXDOCA('')(prt.daughters()))
# Momentum and mass.
self.fill('%s_m' % pre, prt.measuredMass())
self.fillMom(pre, mom)
# Trigger.
self.l0Tool.setOfflineInput(prt)
self.hlt1Tool.setOfflineInput(prt)
self.hlt2Tool.setOfflineInput(prt)
self.l0Tool.setTriggerInput('L0DiMuonDecision')
trg = l0Tool.tisTosTobTrigger()
self.fill('%s_l0_tos0' % pre, trg.tos())
self.l0Tool.setTriggerInput('L0MuonDecision')
trg = l0Tool.tisTosTobTrigger()
self.fill('%s_l0_tos1' % pre, trg.tos())
self.l0Tool.setTriggerInput('L0HadronDecision')
trg = self.l0Tool.tisTosTobTrigger()
self.fill('%s_l0_tos2' % pre, trg.tos())
self.fill('%s_l0_tis' % pre, trg.tis())
self.hlt1Tool.setTriggerInput('Hlt1DiMuonNoIPDecision')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tos0' % pre, trg.tos())
self.hlt1Tool.setTriggerInput('Hlt1MultiDiMuonNoIPDecision')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tos1' % pre, trg.tos())
self.hlt1Tool.setTriggerInput('Hlt1DiMuonLowMassDecision')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tos2' % pre, trg.tos())
self.hlt1Tool.setTriggerInput('Hlt1DiMuonHighMassDecision')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tos3' % pre, trg.tos())
self.hlt1Tool.setTriggerInput('Hlt1TrackMVADecision')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tos4' % pre, trg.tos())
self.hlt1Tool.setTriggerInput('Hlt1TwoTrackMVADecision')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tos5' % pre, trg.tos())
self.hlt1Tool.setTriggerInput('Hlt1.*TrackMVA.*')
trg = self.hlt1Tool.tisTosTobTrigger()
self.fill('%s_hlt1_tis' % pre, trg.tis())
self.hlt2Tool.setTriggerInput('Hlt2ExoticaRHNuDecision')
trg = self.hlt2Tool.tisTosTobTrigger()
self.fill('%s_hlt2_tos0' % pre, trg.tos())
self.hlt2Tool.setTriggerInput('Hlt2ExoticaRHNuHighMassDecision')
trg = self.hlt2Tool.tisTosTobTrigger()
self.fill('%s_hlt2_tos1' % pre, trg.tos())
self.hlt2Tool.setTriggerInput('Hlt2ExoticaDiRHNuDecision')
trg = self.hlt2Tool.tisTosTobTrigger()
self.fill('%s_hlt2_tos2' % pre, trg.tos())
self.hlt2Tool.setTriggerInput('Hlt2Topo.*')
trg = self.hlt2Tool.tisTosTobTrigger()
self.fill('%s_hlt2_tis' % pre, trg.tis())
for locIdx, loc in enumerate(TrgLocs):
self.hlt2Tool.setTriggerInput(loc + 'Decision')
trg = self.hlt2Tool.tisTosTobTrigger()
self.fill('%s_hlt2_tos%i' % (pre, locIdx), trg.tos())
# Particle ID.
self.fill('%s_pid' % pre, pid)
from LoKiPhys.decorators import ISMUON
try:
self.fill('%s_isMuon' % pre, ISMUON(prt))
except: pass
if pro:
#if (prt.info(16, -7) > -1):
print "prt.info(16, -7) name/hasInfo/info : ", prt.additionalInfoToString(16), prt.hasInfo(16), prt.info(16, -7)
#if (prt.hasInfo(16)):
if (True):
#print "proto info: InAccBrem : ", pro.info(304,-7), "\tCaloBremMatch : ", pro.info(312,-7) , "\tCaloBremChi2 : ", pro.info(335,-7) , "\tBremPIDe : ", pro.info(362,-7)
#print "bremTool.hasBrem(prt) : ", self.bremTool.hasBrem(prt)
#print "bremTool.bremMomentum(prt) : ", self.bremTool.bremMomentum(prt, "some_name")
print "bremTool.hasBrem(prt) : ", self.bremTool.hasBrem(prt)
print "bremTool.addBrem(prt) : ", self.bremTool.addBrem(prt)
print "bremTool.hasBrem(prt) : ", self.bremTool.hasBrem(prt)
print "prt.info(16, -7) name/hasInfo/info : ", prt.additionalInfoToString(16), prt.hasInfo(16), prt.info(16, -7)
print "bremTool.removeBrem(prt) : ", self.bremTool.removeBrem(prt)
print "bremTool.hasBrem(prt) : ", self.bremTool.hasBrem(prt)
print "\n\n\n"
try:
self.fill('%s_mu' % pre, pro.muonPID().IsMuon())
self.fill('%s_loose_mu' % pre, pro.muonPID().IsMuonLoose())
self.fill('%s_tight_mu' % pre, pro.muonPID().IsMuonTight())
except:
self.fill('%s_mu' % pre, -100)
self.fill('%s_loose_mu' % pre, -100)
self.fill('%s_tight_mu' % pre, -100)
self.fill('%s_pnn_mu' % pre, pro.info(701, -100))
self.fill('%s_pnn_pi' % pre, pro.info(702, -100))
self.fill('%s_pnn_k' % pre, pro.info(703, -100))
self.fill('%s_pnn_p' % pre, pro.info(704, -100))
self.fill('%s_pnn_ghost' % pre, pro.info(705, -100))
self.fill('%s_prb_ghost' % pre, pro.track().ghostProbability()
if pro.track() else -100)
# Track.
trk = pro.track()
ids = []
for i in trk.lhcbIDs():
if i.isVelo():
d = self.detTool.sensor(i.veloID())
ids += [(d.z(), d, i)]
ids.sort()
for hit in range(0, 4):
if hit >= len(ids):
self.fill('%s_x%i' % (pre, hit), -1)
self.fill('%s_y%i' % (pre, hit), -1)
self.fill('%s_z%i' % (pre, hit), -1)
self.fill('%s_id%i' % (pre, hit), -1)
self.fill('%s_t%i' % (pre, hit), -1)
self.fill('%s_p%i' % (pre, hit), -1)
continue
z, d, i = ids[hit]
s = i.veloID()
v = GaudiPython.gbl.LHCb.StateVector()
self.trkTool.propagate(trk, z, v, prt.particleID())
self.fill('%s_x%i' % (pre, hit), v.x())
self.fill('%s_y%i' % (pre, hit), v.y())
self.fill('%s_z%i' % (pre, hit), v.z())
self.fill('%s_id%i' % (pre, hit), i.lhcbID()*
(-1 if s.isPhiType() else 1))
if (s.isPhiType()):
self.fill('%s_t%i' % (pre, hit), d.globalPhi(s.strip(), 0))
self.fill('%s_p%i' % (pre, hit), d.phiPitch(s.strip()))
if (s.isRType()):
self.fill('%s_t%i' % (pre, hit), d.globalR(s.strip(), 0))
self.fill('%s_p%i' % (pre, hit), d.rPitch(s.strip()))
# Muon extrapolation.
z = 15270.0
v = GaudiPython.gbl.LHCb.StateVector()
self.trkTool.propagate(trk, z, v, prt.particleID())
self.fill('%s_xm2' % pre, v.x())
self.fill('%s_ym2' % pre, v.y())
self.fill('%s_zm2' % pre, v.z())
# Linked MC particle.
if 'MC' in Type:
gen = None; wgt = 0; rels = self.genTool.relatedMCPs(prt)
for rel in rels: gen = rel.to() if rel.weight() > wgt else gen
if gen: (genPre, genIdx) = self.fillMcp(gen)
else: genIdx = -1
self.fill('%s_idx_gen' % pre, genIdx)
# IP.
ip, ipChi2 = ROOT.Double(-1), ROOT.Double(-1)
if pvr: self.dstTool.distance(prt, pvr, ip, ipChi2)
self.fill('%s_ip' % pre, ip)
self.fill('%s_ip_chi2' % pre, ipChi2)
fd, fdChi2 = ROOT.Double(-1), ROOT.Double(-1)
if pvr and vrt: self.dstTool.distance(vrt, pvr, fd, fdChi2)
self.fill('%s_fd' % pre, fd)
self.fill('%s_fd_chi2' % pre, fdChi2)
if False:
#this seems to crash for some files
from LoKiPhys.decorators import BPVVDR
#print '\n'*3, type(pvr), type(prt)
fd_r = ROOT.Double(-1)
if pvr and vrt: fd_r = BPVVDR(prt)
self.fill('%s_fd_r' % pre,fd_r)
if pre == 'prt':
#Old Isolation without subtracting momenta of other daughters
jets = self.tes[jb.Output]
iso = None
vid = self.keyTrk(prt)
for jetid, jet in enumerate(jets):
for dtr in jet.daughters():
if self.keyTrk(dtr) == vid: iso = jet; break
if iso: break
self.fill('%s_iso' % pre, float(prt.pt()/iso.pt()) if iso else -1)
self.fill('%s_jet_id' % pre, jetid)
self.fill('%s_jet_px' % pre, jet.momentum().px())
self.fill('%s_jet_py' % pre, jet.momentum().py())
self.fill('%s_jet_pz' % pre, jet.momentum().pz())
if pre == 'prt':
#print("Before trying to make smooth_iso")
if l_gdtr_prt_for_smooth_iso:
self.fill('%s_isDiRHNu' % pre, 1.)
else:
self.fill('%s_isDiRHNu' % pre, 0.)
if l_gdtr_prt_for_smooth_iso:
print("\nl_gdtr_prt_for_smooth_iso exists\n")
#New Smooth Isolation; Get the momenta from the 4 daughters, so they can be subtracted in the smooth iso calculation
jets = self.tes[jb.Output]
smooth_iso = None
jet_p = None
vid = self.keyTrk(prt)
for jet in jets:
for dtr in jet.daughters():
if self.keyTrk(dtr) == vid:
smooth_iso = jet;
jet_p = smooth_iso.momentum()
# Now loop over the other granddaughters and subtract momentum if necessary
for prt2 in l_gdtr_prt_for_smooth_iso:
if prt2 != prt:
vid2 = self.keyTrk(prt2)
for dtr2 in jet.daughters():
if self.keyTrk(dtr2) == vid2:
jet_p -= prt2.momentum()
break
if smooth_iso: break
#if smooth_iso: print float(prt.pt()/jet_p.pt())
#print float(prt.pt()/jet_p.pt())
self.fill('%s_smooth_iso' % pre, float(prt.pt()/jet_p.pt()) if smooth_iso else -1)
else: self.fill('%s_smooth_iso' % pre, -1)
# Isolation IsoBdt
if pre == 'tag':
pvrs = self.tes['Rec/Vertex/Primary']
prts = self.tes['Rec/Track/Best']
# WARNING !!!! If l_gdtr_prt_for_smooth_iso exists this will return a smooth heavy flavour isolation, otherwise not
velo_isos = self.isoTool.isolation(prt, pvr, l_gdtr_prt_for_smooth_iso, pvrs, prts, 0)
long_isos = self.isoTool.isolation(prt, pvr, l_gdtr_prt_for_smooth_iso, pvrs, prts, 1)
self.fill('%s_iv' % pre, velo_isos[0] + velo_isos[1]) # muon
self.fill('%s_il' % pre, ROOT.Double(long_isos[0])+ ROOT.Double(long_isos[1])) # muon
# Primary vertex.
# weisser added the "if pre == 'tag':" condition to have the same number of pvr_x as tag_x
if pvr:
key = self.keyVrt(pvr)
if not key in self.saved:
self.saved[key] = self.ntuple['pvr_x'].size()
self.fillVrt('pvr', pvr)
self.fill('%s_idx_pvr' % pre, self.saved[key])
else: self.fill('%s_idx_pvr' % pre, -1)
return (pre, idx)
def deltaR(self, p1, p2):
import ROOT
v1 = ROOT.TVector3(p1.momentum().X(), p1.momentum().Y(),
p1.momentum().Z())
v2 = ROOT.TVector3(p2.momentum().X(), p2.momentum().Y(),
p2.momentum().Z())
return v1.DeltaR(v2)
def fillMcp(self, prt):
import ROOT
pid = prt.particleID().pid()
mom = prt.momentum()
pos = None
key = self.keyPrt(prt)
pre = 'mctag' if pid == 36 else 'mcprt'
if key in self.saved: return (pre, self.saved[key])
# Daughters.
if pre == 'mctag':
idxs = []
for vrt in prt.endVertices():
for dtr in vrt.products():
if abs(dtr.particleID().pid()) != 13: continue
pos = vrt.position()
(dtrPre, dtrIdx) = self.fillMcp(dtr)
idxs += [dtrIdx]
for prtIdx, dtr in enumerate(idxs):
self.fill('%s_idx_prt%i' % (pre, prtIdx), dtr)
idx = self.ntuple['%s_px' % pre].size()
self.saved[key] = idx
# Momentum.
self.fill('%s_px' % pre, mom.Px())
self.fill('%s_py' % pre, mom.Py())
self.fill('%s_pz' % pre, mom.Pz())
self.fill('%s_e' % pre, mom.E())
# PID.
self.fill('%s_q' % pre, float(prt.particleID().threeCharge()) / 3.0)
self.fill('%s_pid' % pre, pid)
try: self.fill('%s_pid_mom' % pre, prt.originVertex().mother().
particleID().pid())
except: self.fill('%s_pid_mom' % pre, 0)
# Vertex.
if not pos: pos = prt.originVertex().position()
self.fill('%s_x' % pre, pos.X())
self.fill('%s_y' % pre, pos.Y())
self.fill('%s_z' % pre, pos.Z())
# Primary vertex.
pvr = prt.primaryVertex()
if pvr:
key = self.keyVrt(pvr)
if not key in self.saved:
self.saved[key] = self.ntuple['mcpvr_x'].size()
self.fill('mcpvr_x', pvr.position().X())
self.fill('mcpvr_y', pvr.position().Y())
self.fill('mcpvr_z', pvr.position().Z())
self.fill('%s_idx_pvr' % pre, self.saved[key])
else: self.fill('%s_idx_pvr' % pre, -1)
return (pre, idx)
def hits(self, trk1, trk2 = None, mu1 = None, mu2 = None, dct = None):
if dct == None: dct = {n:0 for n in range(0, 13)}
if not trk1: return dct
id1s = [id1 for id1 in trk1.lhcbIDs()]
id2s = [id2 for id2 in trk2.lhcbIDs()] if trk2 else []
if mu1: id1s += [id1 for id1 in mu1.lhcbIDs()]
if mu2: id2s += [id2 for id2 in mu2.lhcbIDs()]
for id1 in id1s:
cat1 = id1.detectorType()
chn1 = id1.channelID()
if not trk2: dct[cat1] += 1; dct[0] += 1
for id2 in id2s:
cat2 = id2.detectorType()
chn2 = id2.channelID()
if chn1 == chn2:
dct[0] += 1
if cat1 == cat2: dct[cat1] += 1
return dct
def share(self, trks):
ns = {n:0 for n in range(0, 13)}
for trk1 in trks:
for trk2 in trks:
if trk1[0] == trk2[0]: continue
hits = self.hits(trk1[0], trk2[0], trk1[1], trk2[1])
for key, val in hits.iteritems():
if val > ns[key]: ns[key] = val
for cat in TrkCats:
n = ns[cat[1]]
self.fill('tag_%s_ns' % (cat[0]), n)
return ns[TrkCats[0][1]]
# Run.
import sys, ROOT
#try: evtmax = int(sys.argv[1])
#except: evtmax = float('inf')
evtmax = float('inf')
#evtmax = 2000
evtnum = 0
detTool = -100
ntuple = Ntuple('output.root', tes, genTool, rftTool, pvrTool, velTool, dstTool,
detTool, trkTool, l0Tool, hlt1Tool, hlt2Tool, isoTool, bremTool, Type, Mode)
while evtnum < evtmax:
gaudi.run(1)
if not bool(tes['/Event']): break
#print tes.dump()
evtnum += 1
ntuple.clear()
ntuple.detTool = gaudi.detSvc()['/dd/Structure/LHCb/BeforeMagnetRegion/Velo']
# Fill event info.
daq = tes['DAQ/ODIN']
try:
ntuple.ntuple['run_n'][0] = daq.runNumber()
ntuple.ntuple['evt_n'][0] = daq.eventNumber()
ntuple.ntuple['evt_tck'][0] = daq.triggerConfigurationKey()
except: continue
try: ntuple.ntuple['pvr_n'][0] = len(tes['Rec/Vertex/Primary'])
except: continue
try: ntuple.ntuple['evt_spd'][0] = GaudiPython.gbl.LoKi.L0.DataValue(
'Spd(Mult)')(tes['Trig/L0/L0DUReport'])
except: pass
# Fill candidates.
fill = False
if 'Turbo' in Type:
for locIdx, loc in enumerate(TrgLocs):
prts = tes['/Event/Turbo/' + loc + '/Particles']
try: len(prts); run = True
except: run = False
if run:
for prt in prts:
(prtPre, prtIdx) = ntuple.fillPrt(prt); fill = True
if prtPre == 'tag': ntuple.fill('%s_hlt2_tos%i' % (
prtPre, locIdx), 1, prtIdx)
elif Mode == 'mu':
if 'MC' in Type:
prts = tes[seqSsmus.outputLocation()]
try: len(prts); run = True
except: run = False
if run:
for prt in prts: ntuple.fillPrt(prt); fill = True
prts = tes[seqDimus.outputLocation()]
sigs = []
try: len(prts); run = True
except: run = False
if run:
for prt in prts:
sigs += [prt]; ntuple.fillPrt(prt); fill = True
prts = tes[seqQdmus.outputLocation()]
try: len(prts); run = True
except: run = False
if run:
for prt in prts:
for dtr in prt.daughters(): ntuple.fillPrt(dtr); fill = True
prts = tes[pf.Output]
try: len(prts); run = len(sigs) > 0
except: run = False
if run:
for prt in prts:
if abs(prt.charge()) != 1: continue