default='',
help=
"for eff. scale factor computation: restrict to this list of comma separated bins (Starting at bin 1)"
)
(opts, args) = parser.parse_args(argv)
if opts.config == "":
opts.config = ["config"]
# Import after configure to get help message
from myutils import BetterConfigParser, mvainfo, ParseInfo
config = BetterConfigParser()
config.read(opts.config)
if len(opts.fitType) < 1:
if config.has_option('Fit', 'FitType'):
opts.fitType = config.get('Fit', 'FitType')
else:
opts.fitType = "shapes_prefit"
# run plotter
if len(opts.regions) < 1 or opts.regions.strip() == 'None':
regions = eval(config.get('Fit', 'regions')).keys()
else:
regions = opts.regions.strip().split(',')
for i in range(len(regions)):
if '+' in regions[i]:
regions[i] = regions[i].split('+')
print("REGIONS:", regions)
scaleFactorTable = []
print "filelist[0]:",filelist[0];
else:
print ''
vhbbPlotDef=opts.config[0].split('/')[0]+'/vhbbPlotDef.ini'
opts.config.append(vhbbPlotDef)#adds it to the config list
config = BetterConfigParser()
config.read(opts.config)
#path = opts.path
region = opts.region
# additional blinding cut:
addBlindingCut = None
if config.has_option('Plot_general','addBlindingCut'):#contained in plots, cut on the event number
addBlindingCut = config.get('Plot_general','addBlindingCut')
print 'adding add. blinding cut'
print "Compile external macros"
print "=======================\n"
#get locations:
Wdir=config.get('Directories','Wdir')# working direcoty containing the ouput
samplesinfo=config.get('Directories','samplesinfo')# samples_nosplit.cfg
path = config.get('Directories','plottingSamples')# from which samples to plot
section='Plot:%s'%region
info = ParseInfo(samplesinfo,path) #creates a list of Samples by reading the info in samples_nosplit.cfg and the conentent of the path.
else:
print ''
vhbbPlotDef = opts.config[0].split('/')[0] + '/vhbbPlotDef.ini'
opts.config.append(vhbbPlotDef) #adds it to the config list
config = BetterConfigParser()
config.read(opts.config)
#path = opts.path
region = opts.region
# additional blinding cut:
addBlindingCut = None
if config.has_option(
'Plot_general',
'addBlindingCut'): #contained in plots, cut on the event number
addBlindingCut = config.get('Plot_general', 'addBlindingCut')
print 'adding add. blinding cut'
print "Compile external macros"
print "=======================\n"
#get locations:
Wdir = config.get('Directories',
'Wdir') # working direcoty containing the ouput
samplesinfo = config.get('Directories', 'samplesinfo') # samples_nosplit.cfg
path = config.get('Directories',
'plottingSamples') # from which samples to plot
class XbbRun:
def __init__(self, opts):
# get file list
self.filelist = FileList.decompress(opts.fileList) if len(opts.fileList) > 0 else None
print "len(filelist)",len(self.filelist),
if len(self.filelist) > 0:
print "filelist[0]:", self.filelist[0]
else:
print ''
# config
self.debug = 'XBBDEBUG' in os.environ
self.verifyCopy = True
self.opts = opts
self.config = BetterConfigParser()
self.config.read(opts.config)
self.channel = self.config.get('Configuration', 'channel')
# load namespace, TODO
VHbbNameSpace = self.config.get('VHbbNameSpace', 'library')
ROOT.gSystem.Load(VHbbNameSpace)
# directories
self.pathIN = self.config.get('Directories', opts.inputDir)
self.pathOUT = self.config.get('Directories', opts.outputDir)
self.tmpDir = self.config.get('Directories', 'scratch')
print 'INput samples:\t%s'%self.pathIN
print 'OUTput samples:\t%s'%self.pathOUT
self.fileLocator = FileLocator(config=self.config)
# check if given sample identifier uniquely matches a samples from config
matchingSamples = ParseInfo(samples_path=self.pathIN, config=self.config).find(identifier=opts.sampleIdentifier)
if len(matchingSamples) != 1:
print "ERROR: need exactly 1 sample identifier as input with -S !!"
print matchingSamples
exit(1)
self.sample = matchingSamples[0]
# collections
self.collections = [x.strip() for x in opts.addCollections.split(',') if len(x.strip()) > 0] if len(opts.addCollections.strip())>0 else []
if len(self.collections) < 1:
print "\x1b[31mWARNING: no collections added! Specify the collections to add with the --addCollections option!\x1b[0m"
print 'collections to add:', self.collections
self.collections = self.parseCollectionList(self.collections)
print 'after parsing:', self.collections
# temorary folder to save the files of this job on the scratch
temporaryName = self.sample.identifier + '/' + uuid.uuid4().hex
# input files
self.subJobs = []
if opts.join:
print("INFO: join input files! This is an experimental feature!")
# translate naming convention of .txt file to imported files after the prep step
inputFileNamesAfterPrep = [self.fileLocator.getFilenameAfterPrep(x) for x in self.filelist]
self.subJobs.append({
'inputFileNames': self.filelist,
'localInputFileNames': ["{path}/{subfolder}/{filename}".format(path=self.pathIN, subfolder=self.sample.identifier, filename=localFileName) for localFileName in inputFileNamesAfterPrep],
'outputFileName': "{path}/{subfolder}/{filename}".format(path=self.pathOUT, subfolder=self.sample.identifier, filename=inputFileNamesAfterPrep[0]),
'tmpFileName': "{path}/{subfolder}/{filename}".format(path=self.tmpDir, subfolder=temporaryName, filename=inputFileNamesAfterPrep[0]),
})
else:
# create separate subjob for all files (default!)
for inputFileName in self.filelist:
inputFileNamesAfterPrep = [self.fileLocator.getFilenameAfterPrep(inputFileName)]
self.subJobs.append({
'inputFileNames': [inputFileName],
'localInputFileNames': ["{path}/{subfolder}/{filename}".format(path=self.pathIN, subfolder=self.sample.identifier, filename=localFileName) for localFileName in inputFileNamesAfterPrep],
'outputFileName': "{path}/{subfolder}/{filename}".format(path=self.pathOUT, subfolder=self.sample.identifier, filename=inputFileNamesAfterPrep[0]),
'tmpFileName': "{path}/{subfolder}/{filename}".format(path=self.tmpDir, subfolder=temporaryName, filename=inputFileNamesAfterPrep[0]),
})
# lists of single modules can be given instead of a module, "--addCollections Sys.all"
# [Sys]
# all = ['Sys.Vtype', 'Sys.Leptons', ...]
# TODO: make it fully recursive
def parseCollectionList(self, collections):
collectionsListsReplaced = []
for collection in collections:
if '.' in collection:
section = collection.split('.')[0]
key = collection.split('.')[1]
listExpression = self.config.get(section, key).strip()
if listExpression.startswith('[') and listExpression.endswith(']'):
listParsed = eval(listExpression)
for i in listParsed:
collectionsListsReplaced.append(i)
else:
collectionsListsReplaced.append(collection)
else:
collectionsListsReplaced.append(collection)
return collectionsListsReplaced
# run all subjobs
def run(self):
nFilesProcessed = 0
nFilesFailed = 0
for subJob in self.subJobs:
# only process if output is non-existing/broken or --force was used
if self.opts.force or not self.fileLocator.isValidRootFile(subJob['outputFileName']):
# create directories
outputFolder = '/'.join(subJob['outputFileName'].split('/')[:-1])
tmpFolder = '/'.join(subJob['tmpFileName'].split('/')[:-1])
self.fileLocator.makedirs(outputFolder)
self.fileLocator.makedirs(tmpFolder)
# load sample tree
sampleTree = SampleTree(subJob['localInputFileNames'], config=self.config)
if not sampleTree.tree:
print "trying fallback...", len(subJob['inputFileNames'])
if len(subJob['inputFileNames']) == 1:
# try original naming scheme if reading directly from Heppy/Nano ntuples (without prep)
fileNameOriginal = self.pathIN + '/' + subJob['inputFileNames'][0]
print "FO:", fileNameOriginal
xrootdRedirector = self.fileLocator.getRedirector(fileNameOriginal)
sampleTree = SampleTree([fileNameOriginal], config=self.config, xrootdRedirector=xrootdRedirector)
if not sampleTree.tree:
print "\x1b[31mERROR: file does not exist or is broken, will be SKIPPED!\x1b[0m"
nFilesFailed += 1
continue
else:
print "\x1b[31mERROR: file does not exist or is broken, will be SKIPPED! (old naming scheme not supported for joining multipel files)\x1b[0m"
nFilesFailed += 1
continue
# to use this syntax, use "--addCollections Sys.Vtype" for a config file entry like this:
# [Sys]
# Vtype = VtypeCorrector.VtypeCorrector(channel='Zll')
# (instead of passing the tree in the constructor, the setTree method can be used)
pyModules = []
versionTable = []
for collection in self.collections:
if '.' in collection:
section = collection.split('.')[0]
key = collection.split('.')[1]
if self.config.has_section(section) and self.config.has_option(section, key):
pyCode = self.config.get(section, key)
elif '(' in collection and collection.endswith(')'):
print "WARNING: config option", collection, " not found, interpreting it as Python code!"
pyCode = collection
else:
print "\x1b[31mERROR: config option not found:", collection, ". To specify Python code directly, pass a complete constructor, e.g. --addCollections 'Module.Class()'. Module has to be placed in python/myutils/ folder.\x1b[0m"
raise Exception("ConfigError")
# import module from myutils
moduleName = pyCode.split('(')[0].split('.')[0].strip()
if self.debug:
print "DEBUG: import module:", moduleName
print("\x1b[33mDEBUG: " + collection + ": run PYTHON code:\n"+pyCode+"\x1b[0m")
globals()[moduleName] = importlib.import_module(".{module}".format(module=moduleName), package="myutils")
# get object
wObject = eval(pyCode)
# pass the tree and other variables if needed to finalize initialization
if hasattr(wObject, "customInit") and callable(getattr(wObject, "customInit")):
wObject.customInit({'config': self.config,
'sampleTree': sampleTree,
'tree': sampleTree.tree,
'sample': self.sample,
'channel': self.channel,
'pathIN': self.pathIN,
'pathOUT': self.pathOUT,
})
# add callbacks if the objects provides any
if hasattr(wObject, "processEvent") and callable(getattr(wObject, "processEvent")):
sampleTree.addCallback('event', wObject.processEvent)
for cb in ["finish", "prepareOutput"]:
if hasattr(wObject, cb) and callable(getattr(wObject, cb)):
sampleTree.addCallback(cb, getattr(wObject, cb))
# add branches
if hasattr(wObject, "getBranches") and callable(getattr(wObject, "getBranches")):
sampleTree.addOutputBranches(wObject.getBranches())
pyModules.append(wObject)
versionTable.append([moduleName, wObject.getVersion() if hasattr(wObject, "getVersion") else 0])
else:
print "\x1b[31mERROR: config option not found:", collection, " the format should be: [Section].[Option]\x1b[0m"
raise Exception("ConfigError")
for moduleName, moduleVersion in versionTable:
print " > {m}:{v}".format(m=moduleName, v=moduleVersion)
# DEPRECATED, do not use anymore ---> use BranchTools.TreeFormulas()
if 'addbranches' in self.collections:
writeNewVariables = eval(self.config.get("Regression", "writeNewVariablesDict"))
sampleTree.addOutputBranches(writeNewVariables)
# DEPRECATED, do not use anymore ---> use BranchTools.Drop()
if 'removebranches' in self.collections:
bl_branch = eval(config.get('Branches', 'useless_branch'))
for br in bl_branch:
sampleTree.addBranchToBlacklist(br)
bl_branch = eval(config.get('Branches', 'useless_after_sys'))
for br in bl_branch:
sampleTree.addBranchToBlacklist(br)
# define output file
sampleTree.addOutputTree(subJob['tmpFileName'], cut='1', branches='*', friend=self.opts.friend)
# run processing
for pyModule in pyModules:
if hasattr(pyModule, "beforeProcessing"):
getattr(pyModule, "beforeProcessing")()
sampleTree.process()
for pyModule in pyModules:
if hasattr(pyModule, "afterProcessing"):
getattr(pyModule, "afterProcessing")()
# if output trees have been produced: copy temporary file to output folder
if sampleTree.getNumberOfOutputTrees() > 0:
try:
self.fileLocator.cp(subJob['tmpFileName'], subJob['outputFileName'], force=True)
print 'copy ', subJob['tmpFileName'], subJob['outputFileName']
if self.verifyCopy:
if not self.fileLocator.isValidRootFile(subJob['outputFileName']):
print 'INFO: output at final destination broken, try to copy again from scratch disk to final destination...'
self.fileLocator.cp(subJob['tmpFileName'], subJob['outputFileName'], force=True)
print 'INFO: second attempt copy done!'
if not self.fileLocator.isValidRootFile(subJob['outputFileName']):
print '\x1b[31mERROR: output still broken!\x1b[0m'
nFilesFailed += 1
raise Exception("FileCopyError")
else:
print 'INFO: file is good after second attempt!'
except Exception as e:
print e
print "\x1b[31mERROR: copy from scratch to final destination failed!!\x1b[0m"
# delete temporary file
try:
self.fileLocator.rm(subJob['tmpFileName'])
except Exception as e:
print e
print "WARNING: could not delete file on scratch!"
# clean up
if hasattr(wObject, "cleanUp") and callable(getattr(wObject, "cleanUp")):
getattr(wObject, "cleanUp")()
else:
print 'SKIP:', subJob['inputFileNames']
if nFilesFailed > 0:
raise Exception("ProcessingIncomplete")
btagDown = BTagShape("../data/csvdiscr.root")
btagDown.computeFunctions(-1., 0.)
btagFUp = BTagShape("../data/csvdiscr.root")
btagFUp.computeFunctions(0., +1.)
btagFDown = BTagShape("../data/csvdiscr.root")
btagFDown.computeFunctions(0., -1.)
else:
ROOT.gSystem.Load(btagLibrary)
from ROOT import BTagShapeInterface
btagNom = BTagShapeInterface("../data/csvdiscr.root", 0, 0)
btagUp = BTagShapeInterface("../data/csvdiscr.root", +1, 0)
btagDown = BTagShapeInterface("../data/csvdiscr.root", -1, 0)
btagFUp = BTagShapeInterface("../data/csvdiscr.root", 0, +1.)
btagFDown = BTagShapeInterface("../data/csvdiscr.root", 0, -1.)
lhe_weight_map = False if not config.has_option(
'LHEWeights', 'weights_per_bin') else eval(
config.get('LHEWeights', 'weights_per_bin'))
print '\t - %s' % (job.name)
print('opening ' + pathIN + '/' + job.prefix + job.identifier + '.root')
input = ROOT.TFile.Open(
pathIN + '/' + job.prefix + job.identifier + '.root', 'read')
output = ROOT.TFile.Open(
tmpDir + '/' + job.prefix + job.identifier + '.root', 'recreate')
input.cd()
if lhe_weight_map and 'DY' in job.name:
inclusiveJob = info.get_sample('DY')
print inclusiveJob.name
inclusive = ROOT.TFile.Open(pathIN + inclusiveJob.get_path, 'read')
inclusive.cd()
btagDown = BTagShape("../data/csvdiscr.root")
btagDown.computeFunctions(-1.,0.)
btagFUp = BTagShape("../data/csvdiscr.root")
btagFUp.computeFunctions(0.,+1.)
btagFDown = BTagShape("../data/csvdiscr.root")
btagFDown.computeFunctions(0.,-1.)
else:
ROOT.gSystem.Load(btagLibrary)
from ROOT import BTagShapeInterface
btagNom = BTagShapeInterface("../data/csvdiscr.root",0,0)
btagUp = BTagShapeInterface("../data/csvdiscr.root",+1,0)
btagDown = BTagShapeInterface("../data/csvdiscr.root",-1,0)
btagFUp = BTagShapeInterface("../data/csvdiscr.root",0,+1.)
btagFDown = BTagShapeInterface("../data/csvdiscr.root",0,-1.)
lhe_weight_map = False if not config.has_option('LHEWeights', 'weights_per_bin') else eval(config.get('LHEWeights', 'weights_per_bin'))
print '\t - %s' %(job.name)
print('opening '+pathIN+'/'+job.prefix+job.identifier+'.root')
input = ROOT.TFile.Open(pathIN+'/'+job.prefix+job.identifier+'.root','read')
output = ROOT.TFile.Open(tmpDir+'/'+job.prefix+job.identifier+'.root','recreate')
input.cd()
if lhe_weight_map and 'DY' in job.name:
inclusiveJob = info.get_sample('DY')
print inclusiveJob.name
inclusive = ROOT.TFile.Open(pathIN+inclusiveJob.get_path,'read')
inclusive.cd()
obj = ROOT.TObject
for key in ROOT.gDirectory.GetListOfKeys():
btagFUp.computeFunctions(0.0, +1.0)
btagFDown = BTagShape("../data/csvdiscr.root")
btagFDown.computeFunctions(0.0, -1.0)
else:
ROOT.gSystem.Load(btagLibrary)
from ROOT import BTagShapeInterface
btagNom = BTagShapeInterface("../data/csvdiscr.root", 0, 0)
btagUp = BTagShapeInterface("../data/csvdiscr.root", +1, 0)
btagDown = BTagShapeInterface("../data/csvdiscr.root", -1, 0)
btagFUp = BTagShapeInterface("../data/csvdiscr.root", 0, +1.0)
btagFDown = BTagShapeInterface("../data/csvdiscr.root", 0, -1.0)
lhe_weight_map = (
False
if not config.has_option("LHEWeights", "weights_per_bin")
else eval(config.get("LHEWeights", "weights_per_bin"))
)
print "\t - %s" % (job.name)
print ("opening " + pathIN + "/" + job.prefix + job.identifier + ".root")
input = ROOT.TFile.Open(pathIN + "/" + job.prefix + job.identifier + ".root", "read")
output = ROOT.TFile.Open(tmpDir + "/" + job.prefix + job.identifier + ".root", "recreate")
input.cd()
if lhe_weight_map and "DY" in job.name:
inclusiveJob = info.get_sample("DY")
print inclusiveJob.name
inclusive = ROOT.TFile.Open(pathIN + inclusiveJob.get_path, "read")
inclusive.cd()
obj = ROOT.TObject
#print config.get('dc:%s'%var,'range')
nBins = int(config.get('dc:%s'%var,'range').split(',')[0])
xMin = float(config.get('dc:%s'%var,'range').split(',')[1])
xMax = float(config.get('dc:%s'%var,'range').split(',')[2])
ROOToutname = config.get('dc:%s'%var,'dcName')
RCut = config.get('dc:%s'%var,'cut')
signals = config.get('dc:%s'%var,'signal').split(' ')
datas = config.get('dc:%s'%var,'data')
Datacardbin = config.get('dc:%s'%var,'dcBin')
anType = config.get('dc:%s'%var,'type')
setup = eval(config.get('LimitGeneral','setup'))
doSYS = config.get('dc:%s'%var,'doSYS')
doBin = config.get('dc:%s'%var,'doBin')
#Systematics:
if config.has_option('LimitGeneral','addSample_sys'):
addSample_sys = eval(config.get('LimitGeneral','addSample_sys'))
additionals = [addSample_sys[key] for key in addSample_sys]
else:
addSample_sys = None
additionals = []
#find out if BDT or MJJ:
bdt = False
mjj = False
cr = False
if str(anType) == 'BDT':
bdt = True
systematics = eval(config.get('LimitGeneral','sys_BDT'))
elif str(anType) == 'Mjj':
mjj = True
# parse histogram config:
treevar = config.get('dc:%s'%var,'var')
name = config.get('dc:%s'%var,'wsVarName')
title = name
nBins = int(config.get('dc:%s'%var,'range').split(',')[0])
xMin = float(config.get('dc:%s'%var,'range').split(',')[1])
xMax = float(config.get('dc:%s'%var,'range').split(',')[2])
ROOToutname = config.get('dc:%s'%var,'dcName')
RCut = config.get('dc:%s'%var,'cut')
signals = config.get('dc:%s'%var,'signal').split(' ')
datas = config.get('dc:%s'%var,'dcBin')
Datacardbin=config.get('dc:%s'%var,'dcBin')
anType = config.get('dc:%s'%var,'type')
setup=eval(config.get('LimitGeneral','setup'))
#Systematics:
if config.has_option('LimitGeneral','addSample_sys'):
addSample_sys = eval(config.get('LimitGeneral','addSample_sys'))
additionals = [addSample_sys[key] for key in addSample_sys]
else:
addSample_sys = None
additionals = []
#find out if BDT or MJJ:
bdt = False
mjj = False
cr = False
if str(anType) == 'BDT':
bdt = True
systematics = eval(config.get('LimitGeneral','sys_BDT'))
elif str(anType) == 'Mjj':
mjj = True
systematics = eval(config.get('LimitGeneral','sys_Mjj'))
print "Using", ('dc:%s' % var, 'var')
print name
print title
print nBins
print xMin
print xMax
print ROOToutname
print RCut
print signals
print datas
print Datacardbin
print anType
print setup
#Systematics:
if config.has_option('LimitGeneral', 'addSample_sys'):
addSample_sys = eval(config.get('LimitGeneral', 'addSample_sys'))
additionals = [addSample_sys[key] for key in addSample_sys]
else:
addSample_sys = None
additionals = []
#find out if BDT or MJJ:
bdt = False
mjj = False
cr = False
lhe = []
if str(anType) == 'BDT':
bdt = True
systematics = eval(config.get('LimitGeneral', 'sys_BDT'))
if config.has_option('LimitGeneral', 'sys_lhe_BDT'):
lhe = eval(config.get('LimitGeneral', 'sys_lhe_BDT'))
parser.add_option("-r","--regions", dest="regions", default='',
help="cut region identifiers, separated by comma")
parser.add_option("-t","--type", dest="fitType", default='',
help="shapes_prefit, shapes_fit_b, shapes_fit_s")
(opts, args) = parser.parse_args(argv)
if opts.config == "":
opts.config = ["config"]
# Import after configure to get help message
from myutils import BetterConfigParser, mvainfo, ParseInfo
config = BetterConfigParser()
config.read(opts.config)
if len(opts.fitType) < 1:
if config.has_option('Fit','FitType'):
opts.fitType = config.get('Fit','FitType')
else:
opts.fitType = "shapes_prefit"
# run plotter
if len(opts.regions) < 1:
regions = eval(config.get('Fit', 'regions')).keys()
else:
regions = opts.regions.split(',')
for region in regions:
plotter = PostfitPlotter(config=config, region=region, directory=opts.fitType)
plotter.prepare()
plotter.run()
from myutils import BetterConfigParser, printc, ParseInfo, mvainfo, StackMaker, HistoMaker
#opts.config.append('13TeVconfig/vhbbPlotDef.ini')
#print 'Plot Config List: ',opts.config
config = BetterConfigParser()
config.read(opts.config)
#path = opts.path
region = opts.region
batch = opts.batch
print batch
# additional blinding cut:
addBlindingCut = None
if config.has_option('Plot_general', 'addBlindingCut'):
addBlindingCut = config.get('Plot_general', 'addBlindingCut')
print 'adding add. blinding cut'
#get locations:
Wdir = config.get('Directories', 'Wdir')
# the samples_nosplit.cfg file in 13TeV
samplesinfo = config.get('Directories', 'samplesinfo')
# which directory to take the samples from(sys_out currently)
path = config.get('Directories', 'plottingSamples')
# Add external macros
# For batch jobs lock the compliation
#lock = Lock()
if opts.config =="":
opts.config = "config"
from myutils import BetterConfigParser, printc, ParseInfo, mvainfo, StackMaker, HistoMaker
print opts.config
opts.config.append('heppy13TeVconfig/vhbbPlotDef.ini')
config = BetterConfigParser()
config.read(opts.config)
#path = opts.path
region = opts.region
# additional blinding cut:
addBlindingCut = None
if config.has_option('Plot_general','addBlindingCut'):
addBlindingCut = config.get('Plot_general','addBlindingCut')
print 'adding add. blinding cut'
#get locations:
Wdir=config.get('Directories','Wdir')
samplesinfo=config.get('Directories','samplesinfo')
path = config.get('Directories','plottingSamples')
section='Plot:%s'%region
info = ParseInfo(samplesinfo,path)
#----------Histo from trees------------
def doPlot():
# opts.config.append('13TeVconfig/vhbbPlotDef.ini')
# print 'Plot Config List: ',opts.config
config = BetterConfigParser()
config.read(opts.config)
# path = opts.path
region = opts.region
batch = opts.batch
print batch
# additional blinding cut:
addBlindingCut = None
if config.has_option("Plot_general", "addBlindingCut"):
addBlindingCut = config.get("Plot_general", "addBlindingCut")
print "adding add. blinding cut"
# get locations:
Wdir = config.get("Directories", "Wdir")
# the samples_nosplit.cfg file in 13TeV
samplesinfo = config.get("Directories", "samplesinfo")
# which directory to take the samples from(sys_out currently)
path = config.get("Directories", "plottingSamples")
# Add external macros
# For batch jobs lock the compliation
print "Using", ("dc:%s" % var, "var")
print name
print title
print nBins
print xMin
print xMax
print ROOToutname
print RCut
print signals
print datas
print Datacardbin
print anType
print setup
# Systematics:
if config.has_option("LimitGeneral", "addSample_sys"):
addSample_sys = eval(config.get("LimitGeneral", "addSample_sys"))
additionals = [addSample_sys[key] for key in addSample_sys]
else:
addSample_sys = None
additionals = []
# find out if BDT or MJJ:
bdt = False
mjj = False
cr = False
if str(anType) == "BDT":
bdt = True
systematics = eval(config.get("LimitGeneral", "sys_BDT"))
elif str(anType) == "Mjj":
mjj = True
systematics = eval(config.get("LimitGeneral", "sys_Mjj"))