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#!/usr/bin/env python
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from samplesclass import sample
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from printcolor import printc
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import pickle
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import ROOT
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from array import array
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from BetterConfigParser import BetterConfigParser
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import sys, os
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from mvainfos import mvainfo
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#from gethistofromtree import getHistoFromTree, orderandadd
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from optparse import OptionParser
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from HistoMaker import HistoMaker, orderandadd
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from copy import copy,deepcopy
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from StackMaker import StackMaker
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from math import sqrt
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#CONFIGURE
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argv = sys.argv
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parser = OptionParser()
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parser.add_option("-P", "--path", dest="path", default="",
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help="path to samples")
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parser.add_option("-R", "--reg", dest="region", default="",
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help="region to plot")
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parser.add_option("-C", "--config", dest="config", default=[], action="append",
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help="configuration file")
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(opts, args) = parser.parse_args(argv)
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if opts.config =="":
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opts.config = "config"
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print opts.config
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config = BetterConfigParser()
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config.read(opts.config)
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path = opts.path
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region = opts.region
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#get locations:
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Wdir=config.get('Directories','Wdir')
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samplesinfo=config.get('Directories','samplesinfo')
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#limitpath=config.get('Directories','limits')
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limitpath=path
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section='Plot:%s'%region
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infofile = open(samplesinfo,'r')
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info = pickle.load(infofile)
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infofile.close()
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if 'vhbb_TH_BDT' in region:
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#-----------Histo from TH File------------------------------------
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if 'Zee' in region: d='Zee'
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elif 'Zmm' in region: d='Zmm'
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if 'LowPt' in region:
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var='BDT8_RMed'
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newregion='LowPt_%s'%d
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elif 'HighPt' in region:
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var='BDT8_RTight'
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newregion='HighPt_%s'%d
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elif 'HighPtLooseBTag' in region:
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var='BDT8_RTightLooseBTag'
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newregion='HighPtLooseBTag_%s'%d
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Stack=StackMaker(config,var,newregion,True)
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log = eval(config.get('Plot:%s'%newregion,'log'))
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if log:
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setup = config.get('Plot_general','setupLog').split(',')
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else:
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setup = config.get('Plot_general','setup').split(',')
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Dict = eval(config.get('LimitGeneral','Dict'))
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setup.remove('DYc')
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sys_BDT= eval(config.get('LimitGeneral','sys_BDT'))
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systematicsnaming8TeV = eval(config.get('LimitGeneral','systematicsnaming8TeV'))
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systs=[systematicsnaming8TeV[s] for s in sys_BDT]
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if eval(config.get('LimitGeneral','weightF_sys')): systs.append('UEPS')
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input = ROOT.TFile.Open(limitpath+'/'+region+'.root','read')
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lumi=0
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for job in info:
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if job.name == d:
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lumi=job.lumi
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break
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else: pass
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histos = []
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typs = []
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#systs=[]
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shapesUp = [[] for _ in range(0,len(setup))]
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shapesDown = [[] for _ in range(0,len(setup))]
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for s in setup:
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if 'ZH' in s:
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Overlay=copy(input.Get(Dict[s]))
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histos.append(input.Get(Dict[s]))
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typs.append(s)
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for syst in systs:
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shapesUp[setup.index(s)].append(input.Get(Dict[s]+syst+'Up'))
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shapesDown[setup.index(s)].append(input.Get(Dict[s]+syst+'Down'))
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#print shapesUp
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#calculate the Errors
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counter = 0
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total=[]
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errUp=[]
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errDown=[]
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print 'total bins %s'%histos[0].GetNbinsX()
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for h in range(0,len(histos)):
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if counter == 0:
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Error = ROOT.TGraphAsymmErrors(histos[h])
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for bin in range(1,histos[h].GetNbinsX()+1):
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if counter == 0 and h == 0:
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total.append(0)
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errUp.append(0)
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errDown.append(0)
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point=histos[h].GetXaxis().GetBinCenter(bin)
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total[bin-1]+=histos[h].GetBinContent(bin)
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for i in range(0,len(shapesUp[h])):
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errUp[bin-1]+=(shapesUp[h][i].GetBinContent(bin)-histos[h].GetBinContent(bin))**2
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errDown[bin-1]+=(shapesDown[h][i].GetBinContent(bin)-histos[h].GetBinContent(bin))**2
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errUp[bin-1]+=(histos[h].GetBinError(bin))**2
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errDown[bin-1]+=(histos[h].GetBinError(bin))**2
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Error.SetPoint(bin-1,point,1)
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counter += 1
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for bin in range(0,len(total)):
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if not total[bin] == 0:
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Error.SetPointEYlow(bin,sqrt(errDown[bin])/total[bin])
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Error.SetPointEYhigh(bin,sqrt(errUp[bin])/total[bin])
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#if counter == 0: Errors=Error
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#else: Errors.Add(Error)
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#set the errors
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#get the Ratios
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datas=[input.Get('data_obs')]
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datatyps = [None]
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datanames=[d]
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#histos.append(copy(Overlay))
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#typs.append('ZH')
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Stack.histos = histos
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Stack.typs = typs
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Stack.datas = datas
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Stack.datatyps = datatyps
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Stack.datanames= datanames
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Stack.overlay = Overlay
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Stack.AddErrors=Error
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Stack.lumi = lumi
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Stack.doPlot()
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print 'i am done!\n'
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#-------------------------------------------------
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else:
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#----------Histo from trees------------
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vars = (config.get(section, 'vars')).split(',')
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if 'ZLight' in region or 'TTbar' in region or 'Zbb' in region: SignalRegion = False
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else:
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SignalRegion = True
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print 'You are in the Signal Region!'
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data = config.get(section,'Datas')
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samples=config.get('Plot_general','samples')
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samples=samples.split(',')
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weightF=config.get('Weights','weightF')
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Group = eval(config.get('Plot_general','Group'))
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#GETALL AT ONCE
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options = []
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Stacks = []
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for i in range(len(vars)):
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Stacks.append(StackMaker(config,vars[i],region,SignalRegion))
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options.append(Stacks[i].options)
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Plotter=HistoMaker(path,config,region,options)
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#print '\nProducing Plot of %s\n'%vars[v]
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Lhistos = [[] for _ in range(0,len(vars))]
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Ltyps = [[] for _ in range(0,len(vars))]
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Ldatas = [[] for _ in range(0,len(vars))]
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Ldatatyps = [[] for _ in range(0,len(vars))]
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Ldatanames = [[] for _ in range(0,len(vars))]
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#Find out Lumi:
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lumicounter=0.
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lumi=0.
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for job in info:
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if job.name in data:
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lumi+=float(job.lumi)
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lumicounter+=1.
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if lumicounter > 0:
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lumi=lumi/lumicounter
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Plotter.lumi=lumi
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mass = Stacks[0].mass
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for job in info:
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if eval(job.active):
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if job.subsamples:
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for subsample in range(0,len(job.subnames)):
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if job.subnames[subsample] in samples:
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hTempList, typList = Plotter.getHistoFromTree(job,subsample)
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for v in range(0,len(vars)):
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Lhistos[v].append(hTempList[v])
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Ltyps[v].append(Group[job.subnames[subsample]])
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print job.subnames[subsample]
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else:
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if job.name in samples:
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if job.name == mass:
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print job.name
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hTempList, typList = Plotter.getHistoFromTree(job)
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for v in range(0,len(vars)):
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if SignalRegion:
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Lhistos[v].append(hTempList[v])
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Ltyps[v].append(Group[job.name])
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Overlaylist= deepcopy(hTempList)
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else:
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print job.name
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hTempList, typList = Plotter.getHistoFromTree(job)
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for v in range(0,len(vars)):
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Lhistos[v].append(hTempList[v])
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Ltyps[v].append(Group[job.name])
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elif job.name in data:
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#print 'DATA'
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hTemp, typ = Plotter.getHistoFromTree(job)
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for v in range(0,len(vars)):
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Ldatas[v].append(hTemp[v])
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Ldatatyps[v].append(typ[v])
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Ldatanames[v].append(job.name)
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for v in range(0,len(vars)):
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histos = Lhistos[v]
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typs = Ltyps[v]
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Stacks[v].histos = Lhistos[v]
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Stacks[v].typs = Ltyps[v]
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Stacks[v].datas = Ldatas[v]
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Stacks[v].datatyps = Ldatatyps[v]
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Stacks[v].datanames= Ldatanames[v]
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Stacks[v].overlay = Overlaylist[v]
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Stacks[v].lumi = lumi
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Stacks[v].doPlot()
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print 'i am done!\n'
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#----------------------------------------------------
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sys.exit(0)
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