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MuonChannel_plots.py
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##################################################################################################
# #
# ```...` #
# `......-::::.`...---.` #
# `` `.-::-.....---:::-` #
# ..` `.--:://- #
# `//:` .-:::/+: #
# +m/`sy `.-:://+` #
# ` :mMmdN/ .::.`.-:://+- #
# ``-//-----------odMMMs` -yh:/m+.-:///+- #
# `..--------/oyy/---::/+sh. -mNd/omh-:://++. #
# `.-------------:------::///:. yNMMMMNs-:///+: #
# `------------------------:::://:` omNNNmy-:///+:` #
# .--------........---------:::::/+/. `+sys/-::/+++:` #
# .---------.---------------:::::///++:..------::://+o+. #
# .---------...-------------:::::://++/----------:::///+o- #
# -------------------------::::::////:---.-------::::///+o. #
# `:----------------------:::::::///:---..-------:::::///+o/ #
# .:--------------------:::::://///:-------------::::////+o+ `.- #
# `::---------------:::::::://////:------------::::::///+++/ ..-: #
# `::::--------:::::::////////////-----------::::://///++++- .--:/` ``.. #
# -/:::::::::::://///////////////--------::::://////+++++/` .--:/+...--/. #
# :///::::://////++++++++++++++/-----::::///////++++++//. `.---::----:/: #
# :+//////++++++++++++++++++o+/-:::::///////++++++++/:` `..-------:/+/`````.` #
# ./++++ooooooooooooooooooo/:::::///+++++++++++++//-` `.---------///-..--:- #
# `-+osssso/+sssssssssso+/::://+++ooooooooo+++/:-` `----------------://- #
# .:+:.` `-+ossyyyysooo++++oosssssoooo++//+:. ---------------:/+/. #
# `-/+osyyyyyysssyysssssoo++++++oso/.----.````.-------------://+/` #
# `..-://+++osysssssooosyso+ooossydhs+----------------:://++: #
# `+ssssssssssyyyo+++++/:--------------::::////////-` #
# ` -+osooooooooosshhs/:----..--------::://////++//:----. #
# ..` ...` :ssooooossssssyyy+:------------::/++ooooooooooo+/:----.` #
# .--..``-.--` .oysssssssssshdo:----------::/++ossyhddhhdo....--------` #
# `` `:-.---:----` .----------:+mh:------:://++oohhhdddddddddms` #
# `.......-:----------.` .-...```````..smy++//++ooooooooyddddddddddddmy` #
# `.-------------------.`````..-/:--.....`````.:shhhdddho/::/+oohdddddhhhhhddms #
# `-------....--------------/:-...````````````..----:/.` ``-/+hddddhhhddddmd: #
# `.-----.--..-----------:/:-....````````````````..::`` `.:ommddhdddmmmmms #
# `---------------::://++:--......``````````....--/:`````.:sdddmmmmmdddmh` #
# .--------:://+++++//:-//:--.....................-/-````.-/yydhyyyhhhhdd` #
# `..----:://///:--..`` :+::--------..............-//.```.-:sdhyyyyyhhhhd` #
# ..--::://::-..-://+///:-`.o/::----.................-:+:.``..:+hyyyyyyhhhhs #
# .-::-..` `:+ooooooooooso/o+:::---------------------:++-....:/yyyyyyyyhhh: #
# ` .syso+++++++oooosso+/::::::-----------::::::+s/-..--:shyyyyyhhys` #
# `.../yysoooooo+oooossyso///::------------::://++yo:---:/ohyyyyhhys. #
# :o+:`.oysoooooooooossyhhoo+:----------:::::://++dh+::::/+dhhhhhys. #
# .ooo:``ohyssoooooosssyhhoooo+:------::::::////++ymo//::/+dhhddh/` #
# /sso:``ohyyssssssssyyhdysooooo/:::://++///++++shds+////+mddho- #
# :sss/.`odhyyyyyyyyyyhdddyssooso///+oysooooosshNhso++//+hyo- #
# -syy+-.sdhhhyyyyyyyyyyhhhyyssssoosyyysssyhdmNdysso++/ossso+/-. #
# `/syo:-sddhhhyyyyysssyyhhhhyyyysosssssossyyhyyssso+ossoo++//- #
# `+hy/-oddhhyyyyssssyyyhddddhh+ `/oosssssssssoo+ydhho/:-.` #
# :osso:+ddhhyyyssssyyyhddhhyo. `/oosssssssssssyhhhhhhhhy+. #
# -sso+::yddhyyyyyyyyyhho ` `:+osssssssssyhsoshdhhhhddo-` #
# .oys/--odddhhhhyyhhhs. .:osyyyyyyhsoooyhdhyssyhds/ #
# `/yy+:-/dmdddhhhhyo. `yhhhhhysoosyhddhsoosyyds- #
# .+ys+/+dmdddhy+. `shyssoosyhdddhysooosyhdo-` #
# .+so:-/::-. `-+oshhhhhhyyssoooosyhd/- #
# `` .:+oooo++oooooooooooosyhh-. #
# `+oooo++++++++++++++ooosyho` #
# +ssooooo++++++++++++oosyhd/. #
# `yyysssoooooooo+++oooosyyhh-. #
# sdhhyyyssssssssssssyyyhhd+-. #
# .hmddddhhhhhhhhhhhhhddddo:- #
# `:ohddmmddddddddddhyso/:: #
# -:/++ooooooo++//:--.` #
##################################################################################################
# ____ _ #
# / ___| __ _| | __ _ _ __ __ _ __ _ ___ #
# | | _ / _` | |/ _` | '_ \ / _` |/ _` |/ _ \ #
# | |_| | (_| | | (_| | |_) | (_| | (_| | (_) | #
# _____\____|\__,_|_|\__,_| .__/ \__,_|\__, |\___/ _ #
# | ___| __ __ _ _ __ ___ |_|____ |___/ _ __| | _ #_
# | |_ | '__/ _` | '_ ` _ \ / _ \ \ /\ / / _ \| '__| |/ / #
# | _|| | | (_| | | | | | | __/\ V V / (_) | | | < #
# |_| |_| \__,_|_| |_| |_|\___| \_/\_/ \___/|_| |_|\_\ #
# #
##################################################################################################
import ROOT as r
from ROOT import gROOT, TCanvas, TFile, TGraphErrors, SetOwnership
import math, sys, optparse, array, copy, os
import gc, inspect, __main__
import numpy as np
import time
import include.Sample as Sample
import include.Launcher as Launcher
import include.helper as helper
import include.Canvas as Canvas
import include.CutManager as CutManager
from include.Utils import *
####################################### CLASS DEFINITION #########################################
class bcolors:
HEADER = '\033[95m'
OKBLUE = '\033[94m'
OKGREEN = '\033[92m'
WARNING = '\033[93m'
FAIL = '\033[91m'
ENDC = '\033[0m'
BOLD = '\033[1m'
UNDERLINE = '\033[4m'
################################# GLOBAL VARIABLES DEFINITION ####################################
runningfile = os.path.abspath(__file__)
WORKPATH = ''
for level in runningfile.split('/')[:-1]:
WORKPATH += level
WORKPATH += '/'
if __name__ == "__main__":
print bcolors.HEADER
print " ```.....` "
print " `.````.-:::-.-------. "
print " `` .--.`````.--://- "
print " ` ` `-::://` "
print " `os/y: .-::/+/ "
print " yNdod+ ````-:://+` "
print " ``-/-..------.-hNMMs` `oy/sy.-:://+. "
print " `..------:+ss/--::/+sh. `dNh/sN/-://+/` "
print " `.-------------------::///. /NMMMNm::///+- "
print " `.---------------------:::://:` -dmNNh/:///+- "
print " `--------.---.----------:::::/+/.``-++/:-://+o+. "
print " `--------..--------------:::://++/---------:://++: "
print " .----------------------::::::/++:----------::://+o: "
print " ---------------------::::::://:---..------:::://++o` "
print " `:-------------------::::::///:----.------::::://++o. "
print " `::--------------::::::://///:-----------:::::///+++. "
print " ::::------:::::::://////////----------:::::////+++/` "
print " ./:::::::::::///////////////-------:::://////++++/- "
print " -///////////++++++++++++++/----:::///////++++++/- "
print " ./+///+++++ooooooooo+ooo+::::::///++++++++++//. "
print " `-+ooosssooooosssssso+/:::///+++++oooo+++//-` "
print " `-+so/-.:+sssyyysso++///+oooooooooo++//-` "
print " `` `.:+osyyyyysssssssssssoo++++oo+:`..``` "
print " `.-:/+++oooyyysssooosso+ooosoyhyo/-. "
print " ``+sssssssssyyso++++/:------:: "
print " -+oooooooooosyhy+:----.-------:: "
print '########################################################################'
print ' Starting IFCA-LLP analysis... '
print '########################################################################' + bcolors.ENDC
parser = optparse.OptionParser(usage='usage: %prog [opts] FilenameWithSamples', version='%prog 1.0')
parser.add_option('-o', '--out', action='store', type=str, dest='out', default='', help='Output tag')
parser.add_option('-q', '--qenv', action='store', type=str, dest='qenv', default='', help='Select if you want to send the job a condor queue')
parser.add_option('-t', '--test', action='store_true', dest='test', default='', help='Test tag')
(opts, args) = parser.parse_args()
if opts.qenv == '': opts.qenv = False
############# Set the TDR plot style
r.gROOT.LoadMacro(WORKPATH + 'include/tdrstyle.C+')
r.gROOT.SetBatch(1)
r.setTDRStyle()
############# Muon data definition
DoubleMuon = []
DoubleMuon.append('DoubleMuon_Run2016F')
############# Background definition
Backgrounds = []
Backgrounds.append('DYJetsToLL_M-50')
Backgrounds.append('DYJetsToLL_M-10to50')
Backgrounds.append('WW')
Backgrounds.append('WZ')
Backgrounds.append('ZZ')
#Backgrounds.append('WJetsToLNu')
Backgrounds.append('TT')
############# Signal definition
Signals = []
#Signals.append('DisplacedSUSY_350_148_173')
Signals.append('HXX_400_50_400mm')
Signals.append('HXX_400_50_40mm')
Signals.append('HXX_400_50_4mm')
############# Parameter definition
lumiB = 5.79
lumiC = 2.57
lumiD = 4.25
lumiE = 4.01
lumiF = 3.10
lumiG = 7.54
lumiH = 8.61
lumi = lumiF # luminosity
filename = 'dat/Samples_cern_test.dat' if opts.test else 'dat/Samples_cern.dat'
############# Tree creation
treeMC = Sample.Tree( fileName = helper.selectSamples(WORKPATH + filename, Backgrounds, 'MC'), name = 'MC', isdata = 0 )
treeSI = Sample.Tree( fileName = helper.selectSamples(WORKPATH + filename, Signals, 'SI'), name = 'SI', isdata = 0 )
treeDATA = Sample.Tree( fileName = helper.selectSamples(WORKPATH + filename, DoubleMuon, 'DATA'), name = 'DATA', isdata = 1 )
############# Cut definition
cuts = CutManager.CutManager()
MMall = cuts.AddListB([cuts.nTrack, cuts.MMChannel, cuts.haveMM, cuts.cosmicRejection])
MMSR = cuts.AddListB([cuts.nTrack, cuts.MMChannel, cuts.haveMM, cuts.MMSR_dPhi, cuts.cosmicRejection])
#MMCR = cuts.AddListB([cuts.nTrack, cuts.MMChannel, cuts.haveMM, cuts.MMCR_dPhi, cuts.cosmicRejection])
MMCR = cuts.AddListB([cuts.nTrack, cuts.MMChannel, cuts.haveMM, cuts.MMCR_dPhi, cuts.cosmicRejection, cuts.MM_highpT])
MMCR_woutCosmicRej = cuts.AddListB([cuts.nTrack, cuts.MMChannel, cuts.haveMM, cuts.MMCR_dPhi])
MMCR_OS = cuts.AddListB([MMCR, cuts.MM_OScharge])
############# Plotting
start_time = time.time()
###################
#### Dimuons ####
###################
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'nDMDMBase', name = 'All_nDMDMBase', nbin = 4, xmin = 0, xmax = 4, xlabel = 'Number of dimuon candidates', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = cuts.AddListB([cuts.nTrack, cuts.MMChannel]), outtag = opts.out, yshift = 1000.0)
"""
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_dPhi[DMDMBase_maxIxy]', name = 'All_DMDM_dPhi', nbin = 20, xmin = -3.3, xmax = 3.3, xlabel = 'Dimuon collinearity |#Delta#Phi|', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMall, outtag = opts.out, yshift = 1000.0)
## Control region:
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_dPhi[DMDMBase_maxIxy]', name = 'CR_DMDM_dPhi', nbin = 20, xmin = -3.3, xmax = 3.3, xlabel = 'Dimuon collinearity |#Delta#Phi|', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_mass[DMDMBase_maxIxy]', name = 'DMDM_mass', nbin = 35, xmin = 0, xmax = 200, xlabel = 'Dimuon invariant mass m_{#mu#mu} (GeV)', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 800.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_cosAlpha[DMDMBase_maxIxy]', name = 'DMDM_cosAlpha', nbin = 21, xmin = -1.1, xmax = 1.0, xlabel = 'Dimuon cos(#alpha)', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 100.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_trackIxy[DMDMBase_maxIxy]', name = 'DMDM_trackIxy', nbin = 20, xmin = 0, xmax = 20, xlabel = 'Dimuon candidate |d_{0}|/#sigma', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 100.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_Lxy[DMDMBase_maxIxy]', name = 'DMDM_Lxy', nbin = 20, xmin = 0, xmax = 10, xlabel = 'Dimuon vertex L_{xy} (cm)', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'fabs(DMDMBase_trackDxy[DMDMBase_maxIxy])', name = 'DMDM_trackDxy', nbin = 20, xmin = 0, xmax = 10, xlabel = 'Dimuon candidate |d_{0}| (cm)', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_Ixy[DMDMBase_maxIxy]', name = 'DMDM_Ixy', nbin = 20, xmin = 0, xmax = 20, xlabel = 'Dimuon vertex |L_{xy}|/#sigma', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 100.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_normalizedChi2[DMDMBase_maxIxy]', name = 'DMDM_Chi2', nbin = 10, xmin = 0, xmax = 10, xlabel = 'Dimuon vertex fit #chi^{2}/ndf', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_leadingPt[DMDMBase_maxIxy]', name = 'DMDM_leadingPt', nbin = 30, xmin = 0, xmax = 300, xlabel = 'Leading muon transverse momentum p_{T} (GeV)', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 100.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_subleadingPt[DMDMBase_maxIxy]', name = 'DMDM_subleadingPt', nbin = 30, xmin = 0, xmax = 300, xlabel = 'Subleading muon transverse momentum p_{T} (GeV)', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 100.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_relisoA[DMDMBase_maxIxy]', name = 'DMDM_relisoA', nbin = 20, xmin = 0, xmax = 0.2, xlabel = 'Leading muon relIso', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DMDMBase_relisoB[DMDMBase_maxIxy]', name = 'DMDM_relisoB', nbin = 20, xmin = 0, xmax = 0.2, xlabel = 'Subleading muon relIso', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out)
"""
################
#### DG's ####
################
### Control region:
# Eta:
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_eta[DMDMBase_idxA[DMDMBase_maxIxy]]', name = 'CR_DGA_eta', nbin = 26, xmin = -2.6, xmax = 2.5, xlabel = 'Displaced global muon A #eta', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_eta[DMDMBase_idxB[DMDMBase_maxIxy]]', name = 'CR_DGB_eta', nbin = 26, xmin = -2.6, xmax = 2.5, xlabel = 'Displaced global muon B #eta', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
# dxy:
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_dxy[DMDMBase_idxA[DMDMBase_maxIxy]]', name = 'CR_DGA_dxy', nbin = 17, xmin = -4.5, xmax = 4.0, xlabel = 'Displaced global muon A d_{xy}', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_dxy[DMDMBase_idxB[DMDMBase_maxIxy]]', name = 'CR_DGB_dxy', nbin = 17, xmin = -4.5, xmax = 4.0, xlabel = 'Displaced global muon B d_{xy}', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
# dxyError:
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_dxyError[DMDMBase_idxA[DMDMBase_maxIxy]]', name = 'CR_DGA_dxyError', nbin = 70, xmin = 0, xmax = 0.01, xlabel = 'Displaced global muon A d_{xy}', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_dxyError[DMDMBase_idxB[DMDMBase_maxIxy]]', name = 'CR_DGB_dxyError', nbin = 70, xmin = 0, xmax = 0.01, xlabel = 'Displaced global muon B d_{xy}', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
# Charge
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_charge[DMDMBase_idxA[DMDMBase_maxIxy]]', name = 'CR_DGA_charge', nbin = 3, xmin = -2, xmax = 1, xlabel = 'Displaced global muon A charge', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_charge[DMDMBase_idxB[DMDMBase_maxIxy]]', name = 'CR_DGB_charge', nbin = 3, xmin = -2, xmax = 1, xlabel = 'Displaced global muon B charge', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
# Number of valid hits
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_numberOfValidHits[DMDMBase_idxA[DMDMBase_maxIxy]]', name = 'CR_DGA_numberOfValidHits', nbin = 80, xmin = 0, xmax = 80, xlabel = 'Displaced global muon A N_{hits}', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_numberOfValidHits[DMDMBase_idxB[DMDMBase_maxIxy]]', name = 'CR_DGB_numberOfValidHits', nbin = 80, xmin = 0, xmax = 80, xlabel = 'Displaced global muon B N_{valid}', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
# Chi2/ndof
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_chi2[DMDMBase_idxA[DMDMBase_maxIxy]]/DGM_ndof[DMDMBase_idxA[DMDMBase_maxIxy]]', name = 'CR_DGA_normChi2', nbin = 15, xmin = 0, xmax = 15, xlabel = 'Displaced global muon A #chi^{2}/ndof', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
makeFullPlot(queue = opts.qenv, lumi = lumi, var = 'DGM_chi2[DMDMBase_idxB[DMDMBase_maxIxy]]/DGM_ndof[DMDMBase_idxB[DMDMBase_maxIxy]]', name = 'CR_DGB_normChi2', nbin = 15, xmin = 0, xmax = 15, xlabel = 'Displaced global muon B #chi^{2}/ndof', ylog = True, treeMC = treeMC, treeDATA = treeDATA, treeSI = treeSI, cuts = MMCR, outtag = opts.out, yshift = 1000.0)
print("--- %s seconds ---" % (time.time() - start_time))