| 1 |
#!/usr/bin/env python
|
| 2 |
from __future__ import print_function
|
| 3 |
import sys
|
| 4 |
import os
|
| 5 |
import ROOT
|
| 6 |
from array import array
|
| 7 |
from math import sqrt
|
| 8 |
from copy import copy
|
| 9 |
#suppres the EvalInstace conversion warning bug
|
| 10 |
import warnings
|
| 11 |
warnings.filterwarnings( action='ignore', category=RuntimeWarning, message='creating converter.*' )
|
| 12 |
from optparse import OptionParser
|
| 13 |
import pickle
|
| 14 |
|
| 15 |
|
| 16 |
#CONFIGURE
|
| 17 |
ROOT.gROOT.SetBatch(True)
|
| 18 |
print('hello')
|
| 19 |
#load config
|
| 20 |
argv = sys.argv
|
| 21 |
parser = OptionParser()
|
| 22 |
parser.add_option("-U", "--update", dest="update", default=0,
|
| 23 |
help="update infofile")
|
| 24 |
parser.add_option("-D", "--discr", dest="discr", default="",
|
| 25 |
help="discriminators to be added")
|
| 26 |
parser.add_option("-S", "--samples", dest="names", default="",
|
| 27 |
help="samples you want to run on")
|
| 28 |
parser.add_option("-C", "--config", dest="config", default=[], action="append",
|
| 29 |
help="configuration file")
|
| 30 |
(opts, args) = parser.parse_args(argv)
|
| 31 |
|
| 32 |
if opts.config =="":
|
| 33 |
opts.config = "config"
|
| 34 |
|
| 35 |
#Import after configure to get help message
|
| 36 |
from myutils import BetterConfigParser, progbar, printc, ParseInfo, MvaEvaluator
|
| 37 |
|
| 38 |
config = BetterConfigParser()
|
| 39 |
config.read(opts.config)
|
| 40 |
anaTag = config.get("Analysis","tag")
|
| 41 |
|
| 42 |
#get locations:
|
| 43 |
Wdir=config.get('Directories','Wdir')
|
| 44 |
samplesinfo=config.get('Directories','samplesinfo')
|
| 45 |
|
| 46 |
#systematics
|
| 47 |
INpath = config.get('Directories','MVAin')
|
| 48 |
OUTpath = config.get('Directories','MVAout')
|
| 49 |
|
| 50 |
info = ParseInfo(samplesinfo,INpath)
|
| 51 |
|
| 52 |
arglist=opts.discr #RTight_blavla,bsbsb
|
| 53 |
|
| 54 |
namelistIN=opts.names
|
| 55 |
namelist=namelistIN.split(',')
|
| 56 |
|
| 57 |
#doinfo=bool(int(opts.update))
|
| 58 |
|
| 59 |
MVAlist=arglist.split(',')
|
| 60 |
|
| 61 |
#CONFIG
|
| 62 |
#factory
|
| 63 |
factoryname=config.get('factory','factoryname')
|
| 64 |
|
| 65 |
#load the namespace
|
| 66 |
VHbbNameSpace=config.get('VHbbNameSpace','library')
|
| 67 |
ROOT.gSystem.Load(VHbbNameSpace)
|
| 68 |
|
| 69 |
#MVA
|
| 70 |
MVAinfos=[]
|
| 71 |
MVAdir=config.get('Directories','vhbbpath')
|
| 72 |
for MVAname in MVAlist:
|
| 73 |
MVAinfofile = open(MVAdir+'/data/'+factoryname+'_'+MVAname+'.info','r')
|
| 74 |
MVAinfos.append(pickle.load(MVAinfofile))
|
| 75 |
MVAinfofile.close()
|
| 76 |
|
| 77 |
longe=40
|
| 78 |
#Workdir
|
| 79 |
workdir=ROOT.gDirectory.GetPath()
|
| 80 |
|
| 81 |
|
| 82 |
|
| 83 |
theMVAs = []
|
| 84 |
for mva in MVAinfos:
|
| 85 |
theMVAs.append(MvaEvaluator(config,mva))
|
| 86 |
|
| 87 |
|
| 88 |
#eval
|
| 89 |
|
| 90 |
samples = info.get_samples(namelist)
|
| 91 |
print(samples)
|
| 92 |
for job in samples:
|
| 93 |
#get trees:
|
| 94 |
print(INpath+'/'+job.prefix+job.identifier+'.root')
|
| 95 |
input = ROOT.TFile.Open(INpath+'/'+job.prefix+job.identifier+'.root','read')
|
| 96 |
print(OUTpath+'/'+job.prefix+job.identifier+'.root')
|
| 97 |
outfile = ROOT.TFile.Open(OUTpath+'/'+job.prefix+job.identifier+'.root','recreate')
|
| 98 |
input.cd()
|
| 99 |
obj = ROOT.TObject
|
| 100 |
for key in ROOT.gDirectory.GetListOfKeys():
|
| 101 |
input.cd()
|
| 102 |
obj = key.ReadObj()
|
| 103 |
#print obj.GetName()
|
| 104 |
if obj.GetName() == job.tree:
|
| 105 |
continue
|
| 106 |
outfile.cd()
|
| 107 |
#print key.GetName()
|
| 108 |
obj.Write(key.GetName())
|
| 109 |
tree = input.Get(job.tree)
|
| 110 |
nEntries = tree.GetEntries()
|
| 111 |
outfile.cd()
|
| 112 |
newtree = tree.CloneTree(0)
|
| 113 |
|
| 114 |
#Set branch adress for all vars
|
| 115 |
for i in range(0,len(theMVAs)):
|
| 116 |
theMVAs[i].setVariables(tree,job)
|
| 117 |
outfile.cd()
|
| 118 |
#Setup Branches
|
| 119 |
mvaVals=[]
|
| 120 |
for i in range(0,len(theMVAs)):
|
| 121 |
if job.type == 'Data':
|
| 122 |
mvaVals.append(array('f',[0]))
|
| 123 |
newtree.Branch(MVAinfos[i].MVAname,mvaVals[i],'nominal/F')
|
| 124 |
else:
|
| 125 |
mvaVals.append(array('f',[0]*11))
|
| 126 |
newtree.Branch(theMVAs[i].MVAname,mvaVals[i],'nominal:JER_up:JER_down:JES_up:JES_down:beff_up:beff_down:bmis_up:bmis_down:beff1_up:beff1_down/F')
|
| 127 |
MVA_formulas_Nominal = []
|
| 128 |
print('\n--> ' + job.name +':')
|
| 129 |
#Fill event by event:
|
| 130 |
for entry in range(0,nEntries):
|
| 131 |
tree.GetEntry(entry)
|
| 132 |
|
| 133 |
for i in range(0,len(theMVAs)):
|
| 134 |
theMVAs[i].evaluate(mvaVals[i],job)
|
| 135 |
#Fill:
|
| 136 |
newtree.Fill()
|
| 137 |
newtree.AutoSave()
|
| 138 |
outfile.Close()
|
| 139 |
|
| 140 |
print('\n')
|
