def testElementWildcard(self):
el1 = element.Element(info='[[[e+],[e-,mu+]],[[*],[e-,mu+]]]',
finalState=['MET', 'HSCP'])
el2 = element.Element(info='[[[e+],[e-,mu+]],[[jet],[e-,mu+]]]',
finalState=['*', 'HSCP'])
el3 = element.Element(info='[[[e+],[e-,mu+]],[[jet],[e-,mu+]]]',
finalState=['HSCP', 'HSCP'])
el4 = element.Element(info='[[*],[[jet],[e-,mu+]]]',
finalState=['MET', 'HSCP'])
el5 = element.Element(info='[[[e+],[e-,mu+]],[[jet],[e-,mu+]]]',
finalState=['MET', 'HSCP'])
el6 = element.Element(info='[[*],[*]]', finalState=['MET', 'HSCP'])
el7 = element.Element(info='[[[e+],[e-,mu+]],[[jet,jet],[e-,mu+]]]',
finalState=['MET', 'HSCP'])
self.assertTrue(el1 == el2)
self.assertTrue(el2 == el3)
self.assertTrue(el3 != el4)
self.assertTrue(el2 == el4)
self.assertTrue(el1 == el4)
self.assertTrue(el1 != el3)
self.assertTrue(el6 == el1)
self.assertTrue(el6 == el2)
self.assertTrue(el5 == el1)
self.assertTrue(el5 != el3)
self.assertTrue(el7 != el1)
self.assertTrue(el1 != el7)
self.assertTrue(str(el1) == "[[[e+],[e-,mu+]],[[*],[e-,mu+]]]")
self.assertTrue(str(el6) == "[[*],[*]]")
def elementFromEvent(event, weight=None):
"""
Creates an element from a LHE event and the corresponding event weight.
:param event: LHE event
:param weight: event weight. Must be a XSectionList object (usually with a
single entry) or None if not specified.
:returns: element
"""
if not event.particles:
logger.error("Empty event")
return None
brDic, massDic = _getDictionariesFromEvent(event)
# Create branch list
finalBranchList = []
from smodels.particlesLoader import rOdd, rEven
for ip, particle in enumerate(event.particles):
keys = list ( rEven.keys() ) + \
list ( rOdd.keys() )
if not particle.pdg in keys:
logger.warning(
"Particle %i not defined in particles.py, events containing this particle will be ignored"
% (particle.pdg))
return None
# Particle came from initial state (primary mother)
if 1 in particle.moms:
mombranch = branch.Branch()
mombranch.PIDs = [[particle.pdg]]
if weight:
mombranch.maxWeight = weight.getMaxXsec()
else:
mombranch.maxWeight = 0. * fb
# Get simple BR and Mass dictionaries for the corresponding branch
branchBR = brDic[ip]
branchMass = massDic[ip]
mombranch.masses = [branchMass[mombranch.PIDs[0][0]]]
# Generate final branches (after all R-odd particles have decayed)
finalBranchList += branch.decayBranches([mombranch],
branchBR,
branchMass,
sigcut=0. * fb)
if len(finalBranchList) != 2:
logger.error(
str(len(finalBranchList)) + " branches found in event; "
"Possible R-parity violation")
raise SModelSError()
# Create element from event
newElement = element.Element(finalBranchList)
if weight:
newElement.weight = copy.deepcopy(weight)
return newElement
def testInclusiveTxName(self):
f = './database/13TeV/CMS/CMS-PAS-EXO-16-036-eff/c000/THSCPM2.txt'
gInfo = infoObj.Info('./database/13TeV/CMS/CMS-PAS-EXO-16-036-eff/globalInfo.txt')
gInfo.addInfo('dataId','c000')
tx = TxName(f,gInfo,gInfo,finalStates)
el = element.Element(info="[[],[[e+]]]",finalState = ['HSCP','MET'], model=finalStates)
newEl = tx.hasElementAs(el) #newEl should be equal to el, but with opposite branch ordering
self.assertFalse(newEl is None)
bsmParticles = [[str(bsm) for bsm in br] for br in newEl.oddParticles]
self.assertTrue(bsmParticles == [['anyOdd','MET'],['HSCP']])
def _evalExpression(stringExpr,cluster):
"""
Auxiliary method to evaluate a string expression using the weights of the elements in the cluster.
Replaces the elements in stringExpr (in bracket notation) by their weights and evaluate the
expression.
e.g. computes the total weight of string expressions such as "[[[e^+]],[[e^-]]]+[[[mu^+]],[[mu^-]]]"
or ratios of weights of string expressions such as "[[[e^+]],[[e^-]]]/[[[mu^+]],[[mu^-]]]"
and so on...
:parameter stringExpr: string containing the expression to be evaluated
:parameter cluster: cluster of elements (ElementCluster object)
:returns: xsection for the expression. Can be a XSection object, a float or not numerical (None,string,...)
"""
#Get model for final state particles (database particles):
model = cluster.dataset.globalInfo._databaseParticles
#Get txname final state:
if not hasattr(cluster.txnames[0],'finalState'):
finalState = ['MET','MET']
else:
finalState = cluster.txnames[0].finalState
if not hasattr(cluster.txnames[0],'intermediateState'):
intermediateState = None
else:
intermediateState = cluster.txnames[0].intermediateState
#Get cross section info from cluster (to generate zero cross section values):
infoList = cluster.elements[0].weight.getInfo()
#Get weights for elements appearing in stringExpr
weightsDict = {}
evalExpr = stringExpr.replace("'","").replace(" ","")
for i,elStr in enumerate(elementsInStr(evalExpr)):
el = element.Element(elStr,intermediateState=intermediateState,
finalState=finalState,model=model)
weightsDict['w%i'%i] = crossSection.XSectionList(infoList)
for el1 in cluster.elements:
if el1 == el:
weightsDict['w%i'%i] += el1.weight
evalExpr = evalExpr.replace(elStr,'w%i'%i)
weightsDict.update({"Cgtr" : cGtr, "cGtr" : cGtr, "cSim" : cSim, "Csim" : cSim})
exprvalue = eval(evalExpr, weightsDict)
if type(exprvalue) == type(crossSection.XSectionList()):
if len(exprvalue) != 1:
logger.error("Evaluation of expression "+evalExpr+" returned multiple values.")
return exprvalue[0] #Return XSection object
return exprvalue
def elementFromEvent(event, weight=None):
"""
Creates an element from a LHE event and the corresponding event weight.
:param event: LHE event
:param weight: event weight. Must be a XSectionList object (usually with a
single entry) or None if not specified.
:returns: element
"""
if not event.particles:
logger.error("Empty event")
return None
brDic, massDic = _getDictionariesFromEvent(event)
# Create branch list
finalBranchList = []
for ip, particle in enumerate(event.particles):
# Particle came from initial state (primary mother)
if 1 in particle.moms:
mombranch = branch.Branch()
mombranch.momID = particle.pdg
mombranch.daughterID = particle.pdg
if weight:
mombranch.maxWeight = weight.getMaxXsec()
# Get simple BR and Mass dictionaries for the corresponding branch
branchBR = brDic[ip]
branchMass = massDic[ip]
mombranch.masses = [branchMass[mombranch.momID]]
# Generate final branches (after all R-odd particles have decayed)
finalBranchList += branch.decayBranches([mombranch],
branchBR,
branchMass,
sigcut=0. * fb)
if len(finalBranchList) != 2:
logger.error(
str(len(finalBranchList)) + " branches found in event; "
"Possible R-parity violation")
import sys
sys.exit()
# Create element from event
newElement = element.Element(finalBranchList)
if weight:
newElement.weight = copy.deepcopy(weight)
return newElement
def testTxNameWildCard(self):
f = './database/13TeV/CMS/CMS-PAS-EXO-16-036-eff/c000/THSCPM2.txt'
gInfo = infoObj.Info(
'./database/13TeV/CMS/CMS-PAS-EXO-16-036-eff/globalInfo.txt')
gInfo.addInfo('dataId', 'c000')
tx = TxName(f, gInfo, gInfo)
el = element.Element(info="[[],[[e+]]]", finalState=['HSCP', 'MET'])
el.setMasses([[1.25E+02 * GeV], [4.40E+02 * GeV, 1.00E+00 * GeV]])
newEl = tx.hasElementAs(
el
) #newEl should be equal to el, but with opposite branch ordering
self.assertFalse(newEl is None)
self.assertTrue(newEl.getMasses() == [[4.40E+02 * GeV, 1.00E+00 *
GeV], [1.25E+02 * GeV]])
res = tx.getEfficiencyFor(newEl.getMasses())
self.assertAlmostEqual(res, 0.090999)
def _evalExpression(stringExpr,cluster,analysis):
"""
Auxiliary method to evaluate a string expression using the weights of the elements in the cluster.
Replaces the elements in stringExpr (in bracket notation) by their weights and evaluate the
expression.
e.g. computes the total weight of string expressions such as "[[[e^+]],[[e^-]]]+[[[mu^+]],[[mu^-]]]"
or ratios of weights of string expressions such as "[[[e^+]],[[e^-]]]/[[[mu^+]],[[mu^-]]]"
and so on...
:parameter stringExpr: string containing the expression to be evaluated
:parameter cluster: cluster of elements (ElementCluster object)
:parameter analysis: analysis (ULanalysis object). Just used to print the error message
:returns: value for the expression. Can be a XSectionList object, a float or not numerical (None,string,...)
"""
#Generate elements appearing in the string expression with zero cross-sections:
elements = []
for elStr in elementsInStr(stringExpr):
el = element.Element(elStr)
elements.append(el)
#Replace elements in strings by their weights and add weights from cluster to the elements list:
expr = stringExpr[:].replace("'","").replace(" ","")
for iel, el in enumerate(elements):
expr = expr.replace(str(el), "elements["+ str(iel) +"].weight")
for el1 in cluster.elements:
if el1.particlesMatch(el):
el.weight.combineWith(el1.weight)
el.combineMotherElements(el1) ## keep track of all mothers
if expr.find("Cgtr") >= 0 or expr.find("Csim") >= 0:
expr = expr.replace("Cgtr", "cGtr")
expr = expr.replace("Csim", "cSim")
logger.warning(analysis.label + " using deprecated functions "
"'Cgtr'/'Csim'. Auto-replacing with 'cGtr'/'cSim'.")
exprvalue = eval(expr)
if type(exprvalue) == type(crossSection.XSectionList()):
if len(exprvalue) != 1:
logger.error("Evaluation of expression "+expr+" returned multiple values.")
return exprvalue
else:
return exprvalue
def _getElementsEffs(constraint, conditions):
"""
Generate a dictionary of elements with their simple efficiencies as values.
Efficiencies are = 1. if the element appears in the constraint or conditions.
"""
# Get element strings appearing in constraint
elStrings = elementsInStr(constraint)
if not elStrings: return False
if conditions:
for cond in conditions:
elStrings += elementsInStr(cond)
elementsEff = {}
if not elStrings: return False
elStrings = set(elStrings)
for elstr in elStrings:
el = element.Element(elstr)
elementsEff[el] = 1.
return elementsEff
def _evalExpression(stringExpr,cluster):
"""
Auxiliary method to evaluate a string expression using the weights of the elements in the cluster.
Replaces the elements in stringExpr (in bracket notation) by their weights and evaluate the
expression.
e.g. computes the total weight of string expressions such as "[[[e^+]],[[e^-]]]+[[[mu^+]],[[mu^-]]]"
or ratios of weights of string expressions such as "[[[e^+]],[[e^-]]]/[[[mu^+]],[[mu^-]]]"
and so on...
:parameter stringExpr: string containing the expression to be evaluated
:parameter cluster: cluster of elements (ElementCluster object)
:returns: xsection for the expression. Can be a XSection object, a float or not numerical (None,string,...)
"""
#Get cross section info from cluster (to generate zero cross section values):
infoList = cluster.elements[0].weight.getInfo()
#Generate elements appearing in the string expression with zero cross sections:
elements = []
for elStr in elementsInStr(stringExpr):
el = element.Element(elStr)
el.weight = crossSection.XSectionList(infoList)
elements.append(el)
#Replace elements in strings by their weights and add weights from cluster to the elements list:
expr = stringExpr[:].replace("'","").replace(" ","")
for iel, el in enumerate(elements):
expr = expr.replace(str(el), "elements["+ str(iel) +"].weight")
for el1 in cluster.elements:
if el1.particlesMatch(el):
el.weight.combineWith(el1.weight)
el.combineMotherElements(el1) ## keep track of all mothers
if expr.find("Cgtr") >= 0 or expr.find("Csim") >= 0:
expr = expr.replace("Cgtr", "cGtr")
expr = expr.replace("Csim", "cSim")
exprvalue = eval(expr)
if type(exprvalue) == type(crossSection.XSectionList()):
if len(exprvalue) != 1:
logger.error("Evaluation of expression "+expr+" returned multiple values.")
return exprvalue[0] #Return XSection object
return exprvalue
def _evalExpression(stringExpr,cluster):
"""
Auxiliary method to evaluate a string expression using the weights of the elements in the cluster.
Replaces the elements in stringExpr (in bracket notation) by their weights and evaluate the
expression.
e.g. computes the total weight of string expressions such as "[[[e^+]],[[e^-]]]+[[[mu^+]],[[mu^-]]]"
or ratios of weights of string expressions such as "[[[e^+]],[[e^-]]]/[[[mu^+]],[[mu^-]]]"
and so on...
:parameter stringExpr: string containing the expression to be evaluated
:parameter cluster: cluster of elements (ElementCluster object)
:returns: xsection for the expression. Can be a XSection object, a float or not numerical (None,string,...)
"""
#Get cross section info from cluster (to generate zero cross section values):
infoList = cluster.elements[0].weight.getInfo()
#Get final state info
finalStates = cluster.elements[0].getFinalStates()
#Get weights for elements appearing in stringExpr
weightsDict = {}
evalExpr = stringExpr.replace("'","").replace(" ","")
for i,elStr in enumerate(elementsInStr(evalExpr)):
el = element.Element(elStr)
el.setFinalState(finalStates)
weightsDict['w%i'%i] = crossSection.XSectionList(infoList)
for el1 in cluster.elements:
if el1.particlesMatch(el):
weightsDict['w%i'%i].combineWith(el1.weight)
el.combineMotherElements(el1)
evalExpr = evalExpr.replace(elStr,'w%i'%i)
weightsDict.update({"Cgtr" : cGtr, "cGtr" : cGtr, "cSim" : cSim, "Csim" : cSim})
exprvalue = eval(evalExpr, weightsDict)
if type(exprvalue) == type(crossSection.XSectionList()):
if len(exprvalue) != 1:
logger.error("Evaluation of expression "+evalExpr+" returned multiple values.")
return exprvalue[0] #Return XSection object
return exprvalue
def testInclusiveElement(self):
el1 = element.Element(info='[[[e+],[e-,mu+]],[[*],[e-,mu+]]]',finalState = ['MET','HSCP'], model=finalStates)
el2 = element.Element(info='[[[e+],[e-,mu+]],[[jet],[e-,mu+]]]',finalState = ['anyOdd','HSCP'], model=finalStates)
el3 = element.Element(info='[[[e+],[e-,mu+]],[[jet],[e-,mu+]]]',finalState = ['HSCP','HSCP'], model=finalStates)
el4 = element.Element(info='[[*],[[jet],[e-,mu+]]]',finalState = ['MET','HSCP'], model=finalStates)
el5 = element.Element(info='[[[e+],[e-,mu+]],[[jet],[e-,mu+]]]',finalState = ['MET','HSCP'], model=finalStates)
el6 = element.Element(info='[[*],[*]]',finalState = ['MET','HSCP'], model=finalStates)
el7 = element.Element(info='[[[e+],[e-,mu+]],[[jet,jet],[e-,mu+]]]',finalState = ['MET','HSCP'], model=finalStates)
self.assertTrue(el1 == el2)
self.assertTrue(el2 == el3)
self.assertTrue(el3 != el4)
self.assertTrue(el2 == el4)
self.assertTrue(el1 == el4)
self.assertTrue(el1 != el3)
self.assertTrue(el6 == el1)
self.assertTrue(el6 == el2)
self.assertTrue(el5 == el1)
self.assertTrue(el5 != el3)
self.assertTrue(el7 != el1)
self.assertTrue(el1 != el7)
self.assertTrue(str(el1) == "[[[e+],[e-,mu+]],[[*],[e-,mu+]]]")
self.assertTrue(str(el6) == "[[*],[*]]")
el10 = element.Element(info="[[[q,q],[e-,nu]],[[e-,nu]]]",
finalState = ['MET','MET'], intermediateState=[['gluino','C1+'],['C1+']],
model=finalStates)
el11 = element.Element(info="[['*'],['*']]",finalState = ['MET','MET'],
intermediateState=[['C1+'],['C1+']],
model=finalStates)
self.assertFalse(el10 == el11)
el12 = element.Element(info="[['*'],['*']]",finalState = ['MET','MET'],
intermediateState=[['gluino','C1+'],['C1+']],
model=finalStates)
self.assertTrue(el10 == el12)
el13 = element.Element(info="[[[q,q],[e-,nu]],[]]",
finalState = ['MET','MET'], intermediateState=[['gluino','C1+'],[]],
model=finalStates)
el14 = element.Element(info="[['*'],['*']]",finalState = ['MET','MET'],
intermediateState=[['gluino','C1+'],['C1+']],
model=finalStates)
self.assertFalse(el13 == el14)
el15 = element.Element(info="[['*'],['*']]",finalState = ['MET','MET'],
intermediateState=[['gluino','C1+'],[]],
model=finalStates)
self.assertTrue(el13 == el15)
def decompose(slhafile,
sigcut=.1 * fb,
doCompress=False,
doInvisible=False,
minmassgap=-1. * GeV,
useXSecs=None):
"""
Perform SLHA-based decomposition.
:param sigcut: minimum sigma*BR to be generated, by default sigcut = 0.1 fb
:param doCompress: turn mass compression on/off
:param doInvisible: turn invisible compression on/off
:param minmassgap: maximum value (in GeV) for considering two R-odd particles
degenerate (only revelant for doCompress=True )
:param useXSecs: optionally a dictionary with cross sections for pair
production, by default reading the cross sections
from the SLHA file.
:returns: list of topologies (TopologyList object)
"""
t1 = time.time()
if doCompress and minmassgap / GeV < 0.:
logger.error(
"Asked for compression without specifying minmassgap. Please set minmassgap."
)
raise SModelSError()
if type(sigcut) == type(1.):
sigcut = sigcut * fb
try:
f = pyslha.readSLHAFile(slhafile)
except pyslha.ParseError as e:
logger.error("The file %s cannot be parsed as an SLHA file: %s" %
(slhafile, e))
raise SModelSError()
# Get cross section from file
xSectionList = crossSection.getXsecFromSLHAFile(slhafile, useXSecs)
# Get BRs and masses from file
brDic, massDic = _getDictionariesFromSLHA(slhafile)
# Only use the highest order cross sections for each process
xSectionList.removeLowerOrder()
# Order xsections by PDGs to improve performance
xSectionList.order()
# Get maximum cross sections (weights) for single particles (irrespective
# of sqrtS)
maxWeight = {}
for pid in xSectionList.getPIDs():
maxWeight[pid] = xSectionList.getXsecsFor(pid).getMaxXsec()
# Generate dictionary, where keys are the PIDs and values
# are the list of cross sections for the PID pair (for performance)
xSectionListDict = {}
for pids in xSectionList.getPIDpairs():
xSectionListDict[pids] = xSectionList.getXsecsFor(pids)
# Create 1-particle branches with all possible mothers
branchList = []
for pid in maxWeight:
branchList.append(Branch())
branchList[-1].PIDs = [[pid]]
if not pid in massDic:
logger.error(
"pid %d does not appear in masses dictionary %s in slhafile %s"
% (pid, massDic, slhafile))
branchList[-1].masses = [massDic[pid]]
branchList[-1].maxWeight = maxWeight[pid]
# Generate final branches (after all R-odd particles have decayed)
finalBranchList = decayBranches(branchList, brDic, massDic, sigcut)
# Generate dictionary, where keys are the PIDs and values are the list of branches for the PID (for performance)
branchListDict = {}
for branch in finalBranchList:
if len(branch.PIDs) != 1:
logger.error("During decomposition the branches should \
not have multiple PID lists!")
return False
if branch.PIDs[0][0] in branchListDict:
branchListDict[branch.PIDs[0][0]].append(branch)
else:
branchListDict[branch.PIDs[0][0]] = [branch]
for pid in xSectionList.getPIDs():
if not pid in branchListDict: branchListDict[pid] = []
#Sort the branch lists by max weight to improve performance:
for pid in branchListDict:
branchListDict[pid] = sorted(branchListDict[pid],
key=lambda br: br.maxWeight,
reverse=True)
smsTopList = topology.TopologyList()
# Combine pairs of branches into elements according to production
# cross section list
for pids in xSectionList.getPIDpairs():
weightList = xSectionListDict[pids]
minBR = (sigcut / weightList.getMaxXsec()).asNumber()
if minBR > 1.: continue
for branch1 in branchListDict[pids[0]]:
BR1 = branch1.maxWeight / maxWeight[
pids[0]] #Branching ratio for first branch
if BR1 < minBR: break #Stop loop if BR1 is already too low
for branch2 in branchListDict[pids[1]]:
BR2 = branch2.maxWeight / maxWeight[
pids[1]] #Branching ratio for second branch
if BR2 < minBR: break #Stop loop if BR2 is already too low
finalBR = BR1 * BR2
if type(finalBR) == type(1. * fb):
finalBR = finalBR.asNumber()
if finalBR < minBR:
continue # Skip elements with xsec below sigcut
if len(branch1.PIDs) != 1 or len(branch2.PIDs) != 1:
logger.error("During decomposition the branches should \
not have multiple PID lists!")
return False
newElement = element.Element([branch1, branch2])
newElement.weight = weightList * finalBR
allElements = [newElement]
# Perform compression
if doCompress or doInvisible:
allElements += newElement.compressElement(
doCompress, doInvisible, minmassgap)
for el in allElements:
el.sortBranches(
) #Make sure elements are sorted BEFORE adding them
smsTopList.addElement(el)
smsTopList._setElementIds()
logger.debug("slhaDecomposer done in %.2f s." % (time.time() - t1))
return smsTopList
# Combine pairs of branches into elements according to production
# cross-section list
for pids in xSectionList.getPIDpairs():
weightList = xSectionListDict[pids]
minBR = (sigcut / weightList.getMaxXsec()).asNumber()
if minBR > 1.: continue
for branch1 in branchListDict[pids[0]]:
for branch2 in branchListDict[pids[1]]:
finalBR = branch1.maxWeight * branch2.maxWeight / \
(maxWeight[pids[0]] * maxWeight[pids[1]])
if type(finalBR) == type(1. * fb):
finalBR = finalBR.asNumber()
if finalBR < minBR:
continue # Skip elements with xsec below sigcut
newElement = element.Element([branch1, branch2])
newElement.weight = weightList * finalBR
allElements = [newElement]
# Perform compression
if doCompress or doInvisible:
allElements += newElement.compressElement(
doCompress, doInvisible, minmassgap)
for el in allElements:
top = topology.Topology(el)
smsTopList.addList([top])
logger.debug("slhaDecomposer done in " + str(time.time() - t1) + " s.")
return smsTopList
def _getDictionariesFromSLHA(slhafile):
def decompose(model,
sigmacut=0.1 * fb,
doCompress=True,
doInvisible=True,
minmassgap=0 * GeV):
"""
Perform decomposition using the information stored in model.
:param sigmacut: minimum sigma*BR to be generated, by default sigmacut = 0.1 fb
:param doCompress: turn mass compression on/off
:param doInvisible: turn invisible compression on/off
:param minmassgap: maximum value (in GeV) for considering two R-odd particles
degenerate (only revelant for doCompress=True )
:returns: list of topologies (TopologyList object)
"""
t1 = time.time()
xSectionList = model.xsections
pdgList = model.getValuesFor('pdg')
if doCompress and minmassgap / GeV < 0.:
logger.error(
"Asked for compression without specifying minmassgap. Please set minmassgap."
)
raise SModelSError()
if isinstance(sigmacut, (float, int)):
sigmacut = sigmacut * fb
sigmacut = sigmacut.asNumber(fb)
xSectionList.removeLowerOrder()
# Order xsections by PDGs to improve performance
xSectionList.order()
# Get maximum cross sections (weights) for single particles (irrespective
# of sqrtS)
maxWeight = {}
for pid in xSectionList.getPIDs():
maxWeight[pid] = xSectionList.getXsecsFor(pid).getMaxXsec().asNumber(
fb)
# Generate dictionary, where keys are the PIDs and values
# are the list of cross sections for the PID pair (for performance)
xSectionListDict = {}
for pids in xSectionList.getPIDpairs():
xSectionListDict[pids] = xSectionList.getXsecsFor(pids)
# Create 1-particle branches with all possible mothers
branchList = []
for pid in maxWeight:
branchList.append(Branch())
bsmParticle = model.getParticlesWith(pdg=pid)
if not bsmParticle:
raise SModelSError("Particle for pdg %i has not been defined.")
if len(bsmParticle) != 1:
raise SModelSError(
"Particle with pdg %i has multiple definitions.")
branchList[-1].oddParticles = [bsmParticle[0]]
if not pid in pdgList:
logger.error("PDG %i has not been defined" % int(pid))
branchList[-1].maxWeight = maxWeight[pid]
# Generate final branches (after all R-odd particles have decayed)
finalBranchList = decayBranches(branchList, sigmacut)
# Generate dictionary, where keys are the PIDs and values are the list of branches for the PID (for performance)
branchListDict = {}
for branch in finalBranchList:
if branch.oddParticles[0].pdg in branchListDict:
branchListDict[branch.oddParticles[0].pdg].append(branch)
else:
branchListDict[branch.oddParticles[0].pdg] = [branch]
for pid in xSectionList.getPIDs():
if not pid in branchListDict:
branchListDict[pid] = []
#Sort the branch lists by max weight to improve performance:
for pid in branchListDict:
branchListDict[pid] = sorted(branchListDict[pid],
key=lambda br: br.maxWeight,
reverse=True)
smsTopList = topology.TopologyList()
# Combine pairs of branches into elements according to production
# cross section list
for pids in xSectionList.getPIDpairs():
weightList = xSectionListDict[pids]
maxxsec = weightList.getMaxXsec().asNumber(fb)
if maxxsec == 0.: ## protection
continue
minBR = sigmacut / maxxsec
if minBR > 1.:
continue
for branch1 in branchListDict[pids[0]]:
BR1 = branch1.maxWeight / maxWeight[
pids[0]] #Branching ratio for first branch
if BR1 < minBR:
break #Stop loop if BR1 is already too low
for branch2 in branchListDict[pids[1]]:
BR2 = branch2.maxWeight / maxWeight[
pids[1]] #Branching ratio for second branch
if BR2 < minBR:
break #Stop loop if BR2 is already too low
finalBR = BR1 * BR2
if finalBR < minBR:
continue # Skip elements with xsec below sigmacut
newElement = element.Element([branch1, branch2])
newElement.weight = weightList * finalBR
newElement.sortBranches(
) #Make sure elements are sorted BEFORE adding them
smsTopList.addElement(newElement)
smsTopList.compressElements(doCompress, doInvisible, minmassgap)
smsTopList._setElementIds()
logger.debug("decomposer done in %.2f s." % (time.time() - t1))
return smsTopList
