def main():
inputpath = "output/ntuple*.root"
sys.path.append(os.path.abspath(os.path.curdir))
from Core import NTupleTools, parseInputArgs, listifyInputFiles
options = parseInputArgs()
try:
inputs = listifyInputFiles(options.inFiles)
except:
inputs = listifyInputFiles(inputpath)
cutflow = NTupleTools.getCutFlowFromHistogram(inputs)
try:
suppress = options.cutFlowSuppress.split(",")
except:
suppress = ["NoControl", "NoSys"]
fullsuppress = []
fulldename = []
for s in suppress:
if s in defaults_suppress:
fullsuppress += defaults_suppress[s]
if s in defaults_dename:
fulldename += defaults_dename[s]
else:
print "ERROR: No such streamlet group:", s
print "See Scripts/PrintCutFlow.py for all streamlet groups or to define new ones"
print "Exiting script..."
sys.exit()
NTupleTools.printCutFlow(cutflow, suppressStreamlet=fullsuppress, denameStreamlet=fulldename)
def main():
inputpath = 'output/ntuple*.root'
sys.path.append(os.path.abspath(os.path.curdir))
from Core import NTupleTools, parseInputArgs, listifyInputFiles
options = parseInputArgs()
try:
inputs = listifyInputFiles(options.inFiles)
except:
inputs = listifyInputFiles(inputpath)
cutflow = NTupleTools.getCutFlowFromHistogram(inputs)
try:
suppress = options.cutFlowSuppress.split(',')
except:
suppress = ['NoControl','NoSys']
fullsuppress = []
fulldename = []
for s in suppress:
if s in defaults_suppress:
fullsuppress += defaults_suppress[s]
if s in defaults_dename:
fulldename += defaults_dename[s]
else:
print "ERROR: No such streamlet group:", s
print "See Scripts/PrintCutFlow.py for all streamlet groups or to define new ones"
print "Exiting script..."
sys.exit()
NTupleTools.printCutFlow(cutflow, suppressStreamlet=fullsuppress, denameStreamlet=fulldename)
def setupFlowChain(self, flowlist):
from ROOT import AnalysisFramework
systematicsPartners = {}
systematicsList = []
systematicsOff = []
systematicsOn = []
for syslist in self.systematics:
if not type(syslist) in [list, tuple]:
syslist = [syslist]
else:
friendflows = [
flow for flow in flowlist if flow.name in syslist
]
for flow in friendflows:
systematicsPartners[flow.name] = [
s for s in syslist if not s == flow.name
]
sharedVec = makeVectorString(
systematicsPartners[flow.name])
flow.systematicsPartners = sharedVec
self._tempVec.append(sharedVec)
for s in syslist:
systematicsList.append(s)
self.wb.systematics = makeVectorString(systematicsList)
for flow in flowlist:
if issubclass(flow.__class__,
AnalysisFramework.CutFlows.SystematicsItem):
if flow.name in systematicsList:
systematicsOn.append(flow.name)
if (self.wb.isData and flow.doData) or (
self.wb.isMC
and flow.doMC) or (self.wb.isEmbedding
and flow.doEmbedding):
if flow.name in systematicsPartners:
treename = '_'.join(
sorted([flow.name] +
systematicsPartners[flow.name]))
else:
treename = flow.name
flow.treeDownDelayed = self._tempTree.get(
"SystematicsDOWN/" + treename,
NTupleTools.makeNTuple(
"SystematicsDOWN/" + treename, self.ao,
self.outputdump))
flow.treeUpDelayed = self._tempTree.get(
"SystematicsUP/" + treename,
NTupleTools.makeNTuple("SystematicsUP/" + treename,
self.ao, self.outputdump))
self._tempTree["SystematicsDOWN/" +
treename] = flow.treeDownDelayed
self._tempTree["SystematicsUP/" +
treename] = flow.treeUpDelayed
else:
if not flow.doNominalWhenOff:
flow.doNominalInternal = False
flow.doNominalExternal = False
systematicsOff.append(flow.name)
print '@@@@@ The following systematics are enabled:'
for syst in systematicsOn:
if syst in systematicsPartners:
print ' ', syst, 'with', ', '.join(
systematicsPartners[syst])
else:
print ' ', syst
if not systematicsOn:
print ' None!'
print "@@@@@ The following systematics are disabled:"
for syst in systematicsOff:
if syst in systematicsPartners:
print ' ', syst, 'with', ', '.join(
systematicsPartners[syst])
else:
print ' ', syst
if not systematicsOff:
print ' None!'
for syst in systematicsList:
if not syst in systematicsOff and not syst in systematicsOn:
if syst in systematicsPartners:
print ' WARNING: Unrecognised systematic:', syst, 'with', ', '.join(
systematicsPartners[syst])
else:
print ' WARNING: Unrecognised systematic:', syst
toRemove = []
correctionsOff = []
correctionsOn = []
for flow in flowlist:
if issubclass(flow.__class__,
AnalysisFramework.CutFlows.CorrectionItem):
if flow.name in self.corrections:
correctionsOn.append(flow.name)
else:
correctionsOff.append(flow.name)
toRemove.append(flow)
for flow in toRemove:
flow.wb = self.wb
flow.ao = self.ao
flowlist.remove(flow)
print "@@@@@ The following corrections are enabled:"
for corr in correctionsOn:
print ' ', corr
if not correctionsOn:
print ' None!'
print "@@@@@ The following corrections are disabled:"
for corr in correctionsOff:
print ' ', corr
if not correctionsOff:
print ' None!'
for corr in self.corrections:
if not corr in correctionsOff and not corr in correctionsOn:
print " WARNING: Unrecognised correction:", corr
self.wb.corrections = makeVectorString(correctionsOn)
for flow in flowlist:
if flow.name == "TotalEvents":
self.totalflow = flow
break
if not self.totalflow:
print "@@@@@ ERROR: Must have a flow named 'TotalEvents' to run!"
exit()
for i in range(len(flowlist)):
flow = flowlist[i]
try:
flows = list(flow.nextList)
flow.wb = self.wb
flow.ao = self.ao
except:
flows = [flow]
for flow in flows:
if i == 0:
flow.hasPrevious = False
else:
prevflow = flowlist[i - 1]
flow.previous = prevflow
flow.hasPrevious = True
if i + 1 < len(flowlist):
nextflow = flowlist[i + 1]
flow.next = nextflow
flow.hasNext = True
else:
flow.hasNext = False
flow.wb = self.wb
flow.ao = self.ao
return flowlist[0].process
def getDefaultOutputTree(self):
if not self.outputtree:
self.outputtree = NTupleTools.makeNTuple(self.treename, self.ao,
self.outputdump)
return self.outputtree
def run(self, entryNumbers=()):
if not self.FlowList:
raise Exception("Nothing defined in CutFlow!")
firstflow_process = self.setupFlowChain(self.FlowList)
self.inputtree = NTupleTools.loadNTuple(self.treename, self.inputpath)
NTupleTools.setBranchAddresses(self.inputtree, self.ao)
num = self.inputtree.GetEntries()
if entryNumbers:
start, end = entryNumbers
if end > num:
end = num
allentries = xrange(start, end)
else:
allentries = xrange(num)
printmod = int(round(num / 1000))
wb_resetToDefaultValues = self.wb.resetToDefaultValues
ao_resetToDefaultValues = self.ao.resetToDefaultValues
ao_forceResetToDefaultValues = self.ao.forceResetToDefaultValues
inputtree_GetEntry = self.inputtree.GetEntry
inputtree_GetTreeNumber = self.inputtree.GetTreeNumber
ao_resetSelected = self.ao.resetSelected
outputdump = self.outputdump
ao_removeUnselected = self.ao.removeUnselected
outputtree_Fill = self.outputtree.Fill
sys_stdout_flush = sys.stdout.flush
print
print "Number of input entries:", num
try:
current_tree_num = 0
for i in allentries:
wb_resetToDefaultValues()
ao_resetToDefaultValues()
if not inputtree_GetTreeNumber() == current_tree_num:
current_tree_num = inputtree_GetTreeNumber()
print "Switching to tree number %i in TChain..." % (
current_tree_num)
NTupleTools.setBranchAddresses(self.inputtree, self.ao)
ao_forceResetToDefaultValues()
inputtree_GetEntry(i)
ao_resetSelected()
if printmod and i % printmod == 0:
print "\r%.1f%%" % (i * 100. / num),
sys_stdout_flush()
passflow = firstflow_process()
except Exception, e:
crashedflow = None
for fl in range(len(self.FlowList)):
flow = self.FlowList[fl]
try:
flows = [flow] + list(flow.nextList)
except:
flows = [flow]
for flow in flows:
if flow.running:
crashedflow = flow
break
print "-" * 80
if crashedflow:
print "@@@@@ Crash detected at entry", i, "in", crashedflow.name, crashedflow
print " Passport :", ' > '.join([
fl.name for fl in crashedflow.runningPassport.flowHistory
])
print " Streamlets :", ' > '.join(
list(crashedflow.runningPassport.streamletHistory))
else:
print "@@@@@ Crash detected at entry", i, "but unable to determine which flow"
print " ErrorMessage :", e
print "@@@@@ Starting interactive session so you can inspect your variables...use Ctrl-D to exit"
print
import code
vars = globals().copy()
vars.update(locals())
shell = code.InteractiveConsole(vars)
shell.interact()
sys.exit(1)
class Kernel(TNamed):
def __init__(self):
TNamed.__init__(self, 'Kernel', 'Kernel')
self.FlowList = []
self.wb = None
self.ao = None
self.dataset = None
self.treename = None
self.samplename = None
self.inputpath = None
self.outputpath = None
self.outputdump = None
self.corrections = []
self.systematics = []
self.totalflow = None
self.inputtree = None
self.outputtree = None
self._tempVec = []
self._tempTree = {}
def getDefaultOutputTree(self):
if not self.outputtree:
self.outputtree = NTupleTools.makeNTuple(self.treename, self.ao,
self.outputdump)
return self.outputtree
def setupFlowChain(self, flowlist):
from ROOT import AnalysisFramework
systematicsPartners = {}
systematicsList = []
systematicsOff = []
systematicsOn = []
for syslist in self.systematics:
if not type(syslist) in [list, tuple]:
syslist = [syslist]
else:
friendflows = [
flow for flow in flowlist if flow.name in syslist
]
for flow in friendflows:
systematicsPartners[flow.name] = [
s for s in syslist if not s == flow.name
]
sharedVec = makeVectorString(
systematicsPartners[flow.name])
flow.systematicsPartners = sharedVec
self._tempVec.append(sharedVec)
for s in syslist:
systematicsList.append(s)
self.wb.systematics = makeVectorString(systematicsList)
for flow in flowlist:
if issubclass(flow.__class__,
AnalysisFramework.CutFlows.SystematicsItem):
if flow.name in systematicsList:
systematicsOn.append(flow.name)
if (self.wb.isData and flow.doData) or (
self.wb.isMC
and flow.doMC) or (self.wb.isEmbedding
and flow.doEmbedding):
if flow.name in systematicsPartners:
treename = '_'.join(
sorted([flow.name] +
systematicsPartners[flow.name]))
else:
treename = flow.name
flow.treeDownDelayed = self._tempTree.get(
"SystematicsDOWN/" + treename,
NTupleTools.makeNTuple(
"SystematicsDOWN/" + treename, self.ao,
self.outputdump))
flow.treeUpDelayed = self._tempTree.get(
"SystematicsUP/" + treename,
NTupleTools.makeNTuple("SystematicsUP/" + treename,
self.ao, self.outputdump))
self._tempTree["SystematicsDOWN/" +
treename] = flow.treeDownDelayed
self._tempTree["SystematicsUP/" +
treename] = flow.treeUpDelayed
else:
if not flow.doNominalWhenOff:
flow.doNominalInternal = False
flow.doNominalExternal = False
systematicsOff.append(flow.name)
print '@@@@@ The following systematics are enabled:'
for syst in systematicsOn:
if syst in systematicsPartners:
print ' ', syst, 'with', ', '.join(
systematicsPartners[syst])
else:
print ' ', syst
if not systematicsOn:
print ' None!'
print "@@@@@ The following systematics are disabled:"
for syst in systematicsOff:
if syst in systematicsPartners:
print ' ', syst, 'with', ', '.join(
systematicsPartners[syst])
else:
print ' ', syst
if not systematicsOff:
print ' None!'
for syst in systematicsList:
if not syst in systematicsOff and not syst in systematicsOn:
if syst in systematicsPartners:
print ' WARNING: Unrecognised systematic:', syst, 'with', ', '.join(
systematicsPartners[syst])
else:
print ' WARNING: Unrecognised systematic:', syst
toRemove = []
correctionsOff = []
correctionsOn = []
for flow in flowlist:
if issubclass(flow.__class__,
AnalysisFramework.CutFlows.CorrectionItem):
if flow.name in self.corrections:
correctionsOn.append(flow.name)
else:
correctionsOff.append(flow.name)
toRemove.append(flow)
for flow in toRemove:
flow.wb = self.wb
flow.ao = self.ao
flowlist.remove(flow)
print "@@@@@ The following corrections are enabled:"
for corr in correctionsOn:
print ' ', corr
if not correctionsOn:
print ' None!'
print "@@@@@ The following corrections are disabled:"
for corr in correctionsOff:
print ' ', corr
if not correctionsOff:
print ' None!'
for corr in self.corrections:
if not corr in correctionsOff and not corr in correctionsOn:
print " WARNING: Unrecognised correction:", corr
self.wb.corrections = makeVectorString(correctionsOn)
for flow in flowlist:
if flow.name == "TotalEvents":
self.totalflow = flow
break
if not self.totalflow:
print "@@@@@ ERROR: Must have a flow named 'TotalEvents' to run!"
exit()
for i in range(len(flowlist)):
flow = flowlist[i]
try:
flows = list(flow.nextList)
flow.wb = self.wb
flow.ao = self.ao
except:
flows = [flow]
for flow in flows:
if i == 0:
flow.hasPrevious = False
else:
prevflow = flowlist[i - 1]
flow.previous = prevflow
flow.hasPrevious = True
if i + 1 < len(flowlist):
nextflow = flowlist[i + 1]
flow.next = nextflow
flow.hasNext = True
else:
flow.hasNext = False
flow.wb = self.wb
flow.ao = self.ao
return flowlist[0].process
def getCutFlowFromFlowChain(self, flowlist):
from ROOT import AnalysisFramework
cutflow = []
for i in range(len(flowlist)):
flow = flowlist[i]
try:
flows = list(flow.nextList)
except:
flows = [flow]
atleastone = [
flow for flow in flows if issubclass(
flow.__class__, AnalysisFramework.CutFlows.CutItem)
]
if not atleastone: continue
numbers = {}
for flow in flows:
for streamlet in flow.streamlets:
totalEvents = flow.totalEvents[streamlet]
if not streamlet:
streamlet = "All"
numbers[streamlet] = (totalEvents.passed,
totalEvents.passedW)
if not numbers:
numbers["All"] = (0, 0.0)
cutflow.append((flow.name, numbers))
return cutflow
def run(self, entryNumbers=()):
if not self.FlowList:
raise Exception("Nothing defined in CutFlow!")
firstflow_process = self.setupFlowChain(self.FlowList)
self.inputtree = NTupleTools.loadNTuple(self.treename, self.inputpath)
NTupleTools.setBranchAddresses(self.inputtree, self.ao)
num = self.inputtree.GetEntries()
if entryNumbers:
start, end = entryNumbers
if end > num:
end = num
allentries = xrange(start, end)
else:
allentries = xrange(num)
printmod = int(round(num / 1000))
wb_resetToDefaultValues = self.wb.resetToDefaultValues
ao_resetToDefaultValues = self.ao.resetToDefaultValues
ao_forceResetToDefaultValues = self.ao.forceResetToDefaultValues
inputtree_GetEntry = self.inputtree.GetEntry
inputtree_GetTreeNumber = self.inputtree.GetTreeNumber
ao_resetSelected = self.ao.resetSelected
outputdump = self.outputdump
ao_removeUnselected = self.ao.removeUnselected
outputtree_Fill = self.outputtree.Fill
sys_stdout_flush = sys.stdout.flush
print
print "Number of input entries:", num
try:
current_tree_num = 0
for i in allentries:
wb_resetToDefaultValues()
ao_resetToDefaultValues()
if not inputtree_GetTreeNumber() == current_tree_num:
current_tree_num = inputtree_GetTreeNumber()
print "Switching to tree number %i in TChain..." % (
current_tree_num)
NTupleTools.setBranchAddresses(self.inputtree, self.ao)
ao_forceResetToDefaultValues()
inputtree_GetEntry(i)
ao_resetSelected()
if printmod and i % printmod == 0:
print "\r%.1f%%" % (i * 100. / num),
sys_stdout_flush()
passflow = firstflow_process()
except Exception, e:
crashedflow = None
for fl in range(len(self.FlowList)):
flow = self.FlowList[fl]
try:
flows = [flow] + list(flow.nextList)
except:
flows = [flow]
for flow in flows:
if flow.running:
crashedflow = flow
break
print "-" * 80
if crashedflow:
print "@@@@@ Crash detected at entry", i, "in", crashedflow.name, crashedflow
print " Passport :", ' > '.join([
fl.name for fl in crashedflow.runningPassport.flowHistory
])
print " Streamlets :", ' > '.join(
list(crashedflow.runningPassport.streamletHistory))
else:
print "@@@@@ Crash detected at entry", i, "but unable to determine which flow"
print " ErrorMessage :", e
print "@@@@@ Starting interactive session so you can inspect your variables...use Ctrl-D to exit"
print
import code
vars = globals().copy()
vars.update(locals())
shell = code.InteractiveConsole(vars)
shell.interact()
sys.exit(1)
self.outputtree.SetWeight(self.inputtree.GetWeight())
print " Done!"
print
print "Setting tree weight to", self.outputtree.GetWeight()
print "Number of entries to write in default tree:", self.outputtree.GetEntries(
)
if self.treename.startswith(
'SystematicsUP/') or self.treename.startswith(
'SystematicsDOWN/'):
# Do the write operation (might take a while if the tree is huge)
self.outputtree.Write()
return
if self._tempTree:
print "Number of entries to write in other trees:"
for t in sorted(self._tempTree.keys()):
self._tempTree[t].SetWeight(self.inputtree.GetWeight())
print ' %30s : ' % (t), self._tempTree[t].GetEntries()
# Make (or copy if exist) the total events histogram
totalEventsHistogram = NTupleTools.getTotalEventsHistogram(
self.inputpath)
if totalEventsHistogram:
print "TotalEvents histogram already exist. Using it instead."
else:
totalEventsHistogram = NTupleTools.makeTotalEventsHistogram(
self.totalflow)
print "Creating TotalEvents histogram. Bin 1 = raw, Bin 2 = weighted."
print "Sample name (" + self.samplename + ") stored in TotalEvents.GetTitle()"
totalEventsHistogram.SetTitle(self.samplename)
# Save the cutflow
print "Creating CutFlow histogram. Bins labeled as FlowNumber/FlowName/Streamlet."
cutflow = self.getCutFlowFromFlowChain(self.FlowList)
cutFlowHist = NTupleTools.makeCutFlowHistogram(cutflow)
# Copy the Lumi XML strings across to the new ntuple
NTupleTools.copyLumi(self.inputpath)
# Do the write operation (might take a while if the tree is huge)
NTupleTools.outputFile.Write()
# Move the output file to the output location
options = parseInputArgs()
if not options.noProof:
dirname = os.path.dirname(self.outputpath)
basename = '.temp.' + os.path.basename(self.outputpath)
if dirname and not os.path.isdir(dirname):
os.makedirs(dirname)
os.rename(basename, self.outputpath)
def setupFlowChain(self, flowlist):
from ROOT import AnalysisFramework
systematicsPartners = {}
systematicsList = []
systematicsOff = []
systematicsOn = []
for syslist in self.systematics:
if not type(syslist) in [list, tuple]:
syslist = [syslist]
else:
friendflows = [flow for flow in flowlist if flow.name in syslist]
for flow in friendflows:
systematicsPartners[flow.name] = [s for s in syslist if not s == flow.name]
sharedVec = makeVectorString(systematicsPartners[flow.name])
flow.systematicsPartners = sharedVec
self._tempVec.append(sharedVec)
for s in syslist:
systematicsList.append(s)
self.wb.systematics = makeVectorString(systematicsList)
for flow in flowlist:
if issubclass(flow.__class__, AnalysisFramework.CutFlows.SystematicsItem):
if flow.name in systematicsList:
systematicsOn.append(flow.name)
if (self.wb.isData and flow.doData) or (self.wb.isMC and flow.doMC) or (self.wb.isEmbedding and flow.doEmbedding):
if flow.name in systematicsPartners:
treename = '_'.join(sorted([flow.name] + systematicsPartners[flow.name]))
else:
treename = flow.name
flow.treeDownDelayed = self._tempTree.get("SystematicsDOWN/"+treename, NTupleTools.makeNTuple("SystematicsDOWN/"+treename, self.ao, self.outputdump))
flow.treeUpDelayed = self._tempTree.get("SystematicsUP/"+treename, NTupleTools.makeNTuple("SystematicsUP/"+treename, self.ao, self.outputdump))
self._tempTree["SystematicsDOWN/"+treename] = flow.treeDownDelayed
self._tempTree["SystematicsUP/"+treename] = flow.treeUpDelayed
else:
if not flow.doNominalWhenOff:
flow.doNominalInternal = False
flow.doNominalExternal = False
systematicsOff.append(flow.name)
print '@@@@@ The following systematics are enabled:'
for syst in systematicsOn:
if syst in systematicsPartners: print ' ', syst, 'with', ', '.join(systematicsPartners[syst])
else: print ' ', syst
def getDefaultOutputTree(self):
if not self.outputtree:
self.outputtree = NTupleTools.makeNTuple(self.treename, self.ao, self.outputdump)
return self.outputtree
def run(self, entryNumbers = ()):
if not self.FlowList:
raise Exception("Nothing defined in CutFlow!")
firstflow_process = self.setupFlowChain(self.FlowList)
self.inputtree = NTupleTools.loadNTuple(self.treename, self.inputpath)
NTupleTools.setBranchAddresses(self.inputtree, self.ao)
num = self.inputtree.GetEntries()
if entryNumbers:
start, end = entryNumbers
if end > num:
end = num
allentries = xrange(start, end)
else:
allentries = xrange(num)
printmod = int(round(num/1000))
wb_resetToDefaultValues = self.wb.resetToDefaultValues
ao_resetToDefaultValues = self.ao.resetToDefaultValues
ao_forceResetToDefaultValues = self.ao.forceResetToDefaultValues
inputtree_GetEntry = self.inputtree.GetEntry
inputtree_GetTreeNumber = self.inputtree.GetTreeNumber
ao_resetSelected = self.ao.resetSelected
outputdump = self.outputdump
ao_removeUnselected = self.ao.removeUnselected
outputtree_Fill = self.outputtree.Fill
sys_stdout_flush = sys.stdout.flush
print
print "Number of input entries:", num
try:
current_tree_num = 0
for i in allentries:
wb_resetToDefaultValues()
ao_resetToDefaultValues()
if not inputtree_GetTreeNumber() == current_tree_num:
current_tree_num = inputtree_GetTreeNumber()
print "Switching to tree number %i in TChain..." % (current_tree_num)
NTupleTools.setBranchAddresses(self.inputtree, self.ao)
ao_forceResetToDefaultValues()
inputtree_GetEntry(i)
ao_resetSelected()
if printmod and i % printmod == 0:
print "\r%.1f%%" % (i*100./num),
sys_stdout_flush()
passflow = firstflow_process()
except Exception, e:
crashedflow = None
for fl in range(len(self.FlowList)):
flow = self.FlowList[fl]
try:
flows = [flow] + list(flow.nextList)
except:
flows = [flow]
for flow in flows:
if flow.running:
crashedflow = flow
break
print "-" * 80
if crashedflow:
print "@@@@@ Crash detected at entry", i, "in", crashedflow.name, crashedflow
print " Passport :", ' > '.join([fl.name for fl in crashedflow.runningPassport.flowHistory])
print " Streamlets :", ' > '.join(list(crashedflow.runningPassport.streamletHistory))
else:
print "@@@@@ Crash detected at entry", i, "but unable to determine which flow"
print " ErrorMessage :", e
print "@@@@@ Starting interactive session so you can inspect your variables...use Ctrl-D to exit"
print
import code
vars = globals().copy()
vars.update(locals())
shell = code.InteractiveConsole(vars)
shell.interact()
sys.exit(1)
print "Setting tree weight to", self.outputtree.GetWeight()
print "Number of entries to write in default tree:", self.outputtree.GetEntries()
if self.treename.startswith('SystematicsUP/') or self.treename.startswith('SystematicsDOWN/'):
# Do the write operation (might take a while if the tree is huge)
self.outputtree.Write()
return
if self._tempTree:
print "Number of entries to write in other trees:"
for t in sorted(self._tempTree.keys()):
self._tempTree[t].SetWeight(self.inputtree.GetWeight())
print ' %30s : ' % (t), self._tempTree[t].GetEntries()
# Make (or copy if exist) the total events histogram
totalEventsHistogram = NTupleTools.getTotalEventsHistogram(self.inputpath)
if totalEventsHistogram:
print "TotalEvents histogram already exist. Using it instead."
else:
totalEventsHistogram = NTupleTools.makeTotalEventsHistogram(self.totalflow)
print "Creating TotalEvents histogram. Bin 1 = raw, Bin 2 = weighted."
print "Sample name (" + self.samplename + ") stored in TotalEvents.GetTitle()"
totalEventsHistogram.SetTitle(self.samplename)
# Save the cutflow
print "Creating CutFlow histogram. Bins labeled as FlowNumber/FlowName/Streamlet."
cutflow = self.getCutFlowFromFlowChain(self.FlowList)
cutFlowHist = NTupleTools.makeCutFlowHistogram(cutflow)
# Copy the Lumi XML strings across to the new ntuple
NTupleTools.copyLumi(self.inputpath)