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H4l_draw_mZZ_full2022.py
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H4l_draw_mZZ_full2022.py
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####
# run with:
# python3 H4l_draw_mZZ_full2022.py
from __future__ import print_function
import glob
import optparse
import os
import os.path as osp
import sys
from datetime import date
import math
import ctypes
import ROOT
import CMSGraphics, CMS_lumi
import numpy as np
from array import array
ROOT.PyConfig.IgnoreCommandLineOptions = True
#remotePath = '../../../../../../../240112_run3/CMSSW_13_0_16/src/ZZAnalysis/NanoAnalysis/test/NanoPlotter/ValidationPlotsH4l/'
remotePath = '/eos/user/a/acappati/run3/ZXtests/histos/'
inFilenameMC2018 = remotePath + 'H4l_MC2018.root'
inFilenameMC2022 = remotePath + 'H4l_MC2022.root'
inFilenameMC2022EE = remotePath + 'H4l_MC2022EE.root'
inFilenameData2022 = remotePath + 'H4l_Data_CD.root'
inFilenameData2022EE = remotePath + 'H4l_Data_EFG.root'
outFilename = "Plots_inclusive_ZXtest_SIP.root"
## output directory
today = date.today()
print('Creating output dir...')
out_dir = str(today)+'_plots_mZZ_inclusive_ZXtest_SIP'
os.makedirs(out_dir, exist_ok=True) #check if output dir exist
### 2018 plots
#Lum = 59.74 # 1/fb
#pathMC = "/eos/user/n/namapane/H4lnano/220420/"
#pathDATA = "/eos/user/n/namapane/H4lnano/220420/Data2018/"
# lumi
lumi_2022 = 35.08424 # 1/fb 2022 C-G (= 35.181930231/fb of full 355100_362760 Golden json - 0.097685694 of eraB that we don't use
lumi_CD = 8.077 # 1/fb
lumi_EFG = 27.007 # 1/fb
# plots options
blindPlots = True
blindHLow = 105.
blindHHi = 140.
blindHM = 500.
epsilon=0.1
addEmptyBins = True
# Set style matching the one used for HZZ plots
ROOT.TH1.SetDefaultSumw2()
ROOT.gStyle.SetErrorX(0)
ROOT.gStyle.SetPadTopMargin(0.05)
ROOT.gStyle.SetPadBottomMargin(0.13)
ROOT.gStyle.SetPadLeftMargin(0.16)
ROOT.gStyle.SetPadRightMargin(0.03)
ROOT.gStyle.SetLabelOffset(0.008, "XYZ")
ROOT.gStyle.SetLabelSize(0.04, "XYZ")
ROOT.gStyle.SetAxisColor(1, "XYZ")
ROOT.gStyle.SetStripDecimals(True)
ROOT.gStyle.SetTickLength(0.03, "XYZ")
ROOT.gStyle.SetNdivisions(510, "XYZ")
ROOT.gStyle.SetPadTickX(1)
ROOT.gStyle.SetPadTickY(1)
ROOT.gStyle.SetTitleSize(0.05, "XYZ")
ROOT.gStyle.SetTitleOffset(1.00, "X")
ROOT.gStyle.SetTitleOffset(1.25, "Y")
ROOT.gStyle.SetLabelOffset(0.008, "XYZ")
ROOT.gStyle.SetLabelSize(0.04, "XYZ")
canvasSizeX=910
canvasSizeY=700
## ZX from Alessandro
ZX_4mu = 48.0071
ZX_4e = 21.905
ZX_2e2mu = 85.9917
ZX_2mu2e = 51.2944
## ZX from Alessandro SIP
ZX_SIP_4mu = 23.91
ZX_SIP_2e2mu = 16.91
ZX_SIP_4e = 13.39
ZX_SIP_2mu2e = 21.69
#ZX estaimation parameters - taken from 2018 data - approx. normalization, just for visualization purposes
def getZX(h_model, finalState) :
n_entries = 10000
bin_down = 70.
bin_up = 3000.
# lumi2018 = 59.7*1000. # to normalize
f_4e_comb = ROOT.TF1("f_4e_comb", "TMath::Landau(x, [0], [1])", bin_down, bin_up)
f_4mu_comb = ROOT.TF1("f_4mu_comb","TMath::Landau(x, [0], [1])", bin_down, bin_up)
f_2e2mu_comb = ROOT.TF1("f_2e2mu_comb","[0]*TMath::Landau(x, [1], [2]) + [3]*TMath::Landau(x, [4], [5])", bin_down, bin_up)
f_4e_comb.SetParameters(141.9, 21.3)
f_4mu_comb.SetParameters(130.4, 15.6)
f_2e2mu_comb.SetParameters(0.45,131.1,18.1, 0.55,133.8,18.9)
yield_Comb_4e_2018 = ZX_SIP_4mu #19.42/lumi2018
yield_Comb_4mu_2018 = ZX_SIP_4e #50.72/lumi2018
yield_Comb_2e2mu_2018 = ZX_SIP_2e2mu + ZX_SIP_2mu2e #63.87/lumi2018
h_4e=h_model.Clone("ZX_4e")
h_4e.Reset()
# h_4e.SetFillColor(ROOT.TColor.GetColor("#0331B9"))
h_4mu=h_4e.Clone("ZX_4mu")
h_2e2mu=h_4e.Clone("ZX_2e2mu")
h_4e.FillRandom("f_4e_comb" , n_entries)
h_4mu.FillRandom("f_4mu_comb" , n_entries)
h_2e2mu.FillRandom("f_2e2mu_comb", n_entries)
h_4e.Scale(yield_Comb_4e_2018/h_4e.Integral())
h_4mu.Scale(yield_Comb_4mu_2018/h_4mu.Integral())
h_2e2mu.Scale(yield_Comb_2e2mu_2018/h_2e2mu.Integral())
if(finalState == 'fs_4e'):
h_total = h_4e
elif(finalState == 'fs_4mu'):
h_total = h_4mu
elif(finalState == 'fs_2e2mu'):
h_total = h_2e2mu
elif(finalState == 'fs_4l'):
h_total=h_4e.Clone("ZX_tot")
h_total.Add(h_4mu)
h_total.Add(h_2e2mu)
else:
raise ValueError('Error: wrong final state!')
print('Final State:', finalState)
print("Z+X integral", h_total.Integral())
return h_total
#####################
def printCanvases(type="png", path=".") :
canvases = ROOT.gROOT.GetListOfCanvases()
for c in canvases :
c.Print(path+"/"+c.GetTitle()+"."+type)
def printCanvas(c, type="png", name=None, path="." ) :
if name == None : name = c.GetTitle()
name=name.replace(">","")
name=name.replace("<","")
name=name.replace(" ","_")
c.Print(path+"/"+name+"."+type)
######################
def Stack_full2022(f2018, f2022, f2022EE, version = "_4GeV_", finalState = 'fs_4l'):
# final state
if(finalState == 'fs_4e'):
fs_string = '4e_'
elif(finalState == 'fs_4mu'):
fs_string = '4mu_'
elif(finalState == 'fs_2e2mu'):
fs_string = '2e2mu_'
elif(finalState == 'fs_4l'):
fs_string = ''
else:
raise ValueError('Error: wrong final state!')
# define histo name
print('fs_string',fs_string)
name = "ZZMass" + version + fs_string
print('hist name: ', name)
#------------EW------------------#
# 2022 (C-D)
WWZ = f2022.Get(name+"WWZ")
WZZ = f2022.Get(name+"WZZ")
ZZZ = f2022.Get(name+"ZZZ")
TTWW = f2022.Get(name+"TTWW")
TTZZ = f2022.Get(name+"TTZZ")
EWSamples = [WZZ, ZZZ, TTWW, TTZZ]
EW = WWZ.Clone("h_EW")
for i in EWSamples:
EW.Add(i,1.)
EW.Scale(lumi_CD*1000.)
# 2022EE (E-G)
WWZee = f2022EE.Get(name+"WWZ")
WZZee = f2022EE.Get(name+"WZZ")
ZZZee = f2022EE.Get(name+"ZZZ")
TTWWee = f2022EE.Get(name+"TTWW")
TTZZee = f2022EE.Get(name+"TTZZ")
EWSamplesee = [WZZee, ZZZee, TTWWee, TTZZee]
EWee = WWZee.Clone("h_EWee")
for i in EWSamplesee:
EWee.Add(i,1.)
EWee.Scale(lumi_EFG*1000.)
# full 2022 histo
EW.Add(EWee,1.) #full 2022
EW.SetLineColor(ROOT.TColor.GetColor("#000099"))
EW.SetFillColor(ROOT.TColor.GetColor("#0331B9"))
#-----------qqZZ---------------#
# 2022 (C-D)
ZZTo4laa = f2022.Get(name+"ZZTo4l")
ZZTo4laa.Scale(lumi_CD*1000.)
ZZTo4l = ZZTo4laa.Clone("h_ZZTo4l")
# 2022EE (E-G)
ZZTo4lee = f2022EE.Get(name+"ZZTo4l")
ZZTo4lee.Scale(lumi_EFG*1000.)
# full 2022 histo
ZZTo4l.Add(ZZTo4lee,1.) #full 2022
ZZTo4l.SetLineColor(ROOT.TColor.GetColor("#000099"))
ZZTo4l.SetFillColor(ROOT.TColor.GetColor("#99ccff"))
#-----------signal------------#
# 2022 (C-D)
VBF125 = f2022.Get(name+"VBF125")
ggH125 = f2022.Get(name+"ggH125")
WplusH125 = f2022.Get(name+"WplusH125")
WminusH125 = f2022.Get(name+"WHminus125")
ZH125 = f2022.Get(name+"ZH125")
ttH125 = f2022.Get(name+"ttH125")
bbH125 = f2022.Get(name+"bbH125")
signalSamples = [ggH125, WplusH125, WminusH125, ZH125, ttH125, bbH125]
signal = VBF125.Clone("h_signal")
for i in signalSamples:
signal.Add(i, 1.)
signal.Scale(lumi_CD*1000.)
# 2022EE (E-G)
VBF125ee = f2022EE.Get(name+"VBF125")
ggH125ee = f2022EE.Get(name+"ggH125")
WplusH125ee = f2022EE.Get(name+"WplusH125")
WminusH125ee = f2022EE.Get(name+"WHminus125")
ZH125ee = f2022EE.Get(name+"ZH125")
ttH125ee = f2022EE.Get(name+"ttH125")
bbH125ee = f2022EE.Get(name+"ttH125")
signalSamplesee = [ggH125ee, WplusH125ee, WminusH125ee, ZH125ee, ttH125ee, bbH125ee]
signalee = VBF125ee.Clone("h_signalee")
for i in signalSamplesee:
signalee.Add(i, 1.)
signalee.Scale(lumi_EFG*1000.)
# full 2022 histo
signal.Add(signalee,1.) # full 2022
signal.SetLineColor(ROOT.TColor.GetColor("#cc0000"))
signal.SetFillColor(ROOT.TColor.GetColor("#ff9b9b"))
#------------ggTo-----------------#
# from 2018 for now
ggTo4mu = f2018.Get(name+"ggTo4mu")
ggTo4e = f2018.Get(name+"ggTo4e")
ggTo4tau = f2018.Get(name+"ggTo4tau")
ggTo2e2mu = f2018.Get(name+"ggTo2e2mu")
ggTo2e2tau = f2018.Get(name+"ggTo2e2tau")
ggTo2mu2tau = f2018.Get(name+"ggTo2mu2tau")
ggZZSamples = [ ggTo4e, ggTo4tau, ggTo2e2mu, ggTo2e2tau, ggTo2mu2tau]
ggToZZ = ggTo4mu.Clone("h_ggTo")
for i in ggZZSamples:
ggToZZ.Add(i,1.)
ggToZZ.Scale(lumi_2022*1000.) #full 2022
ggToZZ.SetLineColor(ROOT.TColor.GetColor("#000099"))
ggToZZ.SetFillColor(ROOT.TColor.GetColor("#4b78ff"))
### ZX
# from 2018 for now
hzx=getZX(signal, finalState)
# hzx.Scale(lumi_2022*1000.) #full 2022
hzx.SetLineColor(ROOT.TColor.GetColor("#003300"))
hzx.SetFillColor(ROOT.TColor.GetColor("#669966"))
#------------------Stack----------#
if version=="_4GeV_" :
hs = ROOT.THStack("Stack_4GeV", "; m_{#it{4l}} (GeV) ; Events / 4 GeV" )
elif version=="_10GeV_" :
hs = ROOT.THStack("Stack_10GeV", "; m_{#it{4l}} (GeV) ; Events / 10 GeV" )
else:
hs = ROOT.THStack("Stack_2GeV", "; m_{#it{4l}} (GeV) ; Events / 2 GeV" )
hs.Add(hzx,"HISTO")
hs.Add(EW,"HISTO")
hs.Add(ggToZZ,"HISTO")
hs.Add(ZZTo4l,"HISTO")
hs.Add(signal,"HISTO")
return hs, [hzx, EW, ggToZZ, ZZTo4l, signal]
### Get a TGraph for data, blinded if required
def dataGraph (f1, f2, version = "_4GeV_", finalState = 'fs_4l', blind = True):
# final state
if(finalState == 'fs_4e'):
fs_string = '4e_'
elif(finalState == 'fs_4mu'):
fs_string = '4mu_'
elif(finalState == 'fs_2e2mu'):
fs_string = '2e2mu_'
elif(finalState == 'fs_4l'):
fs_string = ''
else:
raise ValueError('Error: wrong final state!')
# define histo name
name = "ZZMass"+ version + fs_string
print(name)
hd1 = f1.Get(name+"Data")
hd2 = f2.Get(name+"Data")
hd = hd1.Clone('h_data') # full 2022
hd.Add(hd2,1.)
nbinsIn = hd.GetNbinsX()
nbins = 0
x = np.array([0.]*nbinsIn, dtype='double')
y = np.array([0.]*nbinsIn, dtype='double')
errX = np.array([0.]*nbinsIn, dtype='double')
UpErr = np.array([0.]*nbinsIn, dtype='double')
LowErr = np.array([0.]*nbinsIn, dtype='double')
for i in range (1, nbinsIn):
if blind and ((hd.GetBinCenter(i)>=blindHLow and hd.GetBinCenter(i)<=blindHHi) or hd.GetBinCenter(i)>=blindHM) : continue
if not addEmptyBins and hd.GetBinContent(i) == 0 : continue
x[nbins] = hd.GetBinCenter(i)
y[nbins] = hd.GetBinContent(i)
UpErr[nbins] = hd.GetBinErrorUp(i)
LowErr[nbins] = hd.GetBinErrorLow(i)
nbins += 1
Data = ROOT.TGraphAsymmErrors(nbins,x,y,errX,errX,LowErr,UpErr)
Data.SetMarkerStyle(20)
Data.SetLineColor(ROOT.kBlack)
Data.SetMarkerSize(0.9)
return Data
## --------------------------------
if __name__ == "__main__" :
fMC2018 = ROOT.TFile.Open(inFilenameMC2018,"READ")
fMC2022 = ROOT.TFile.Open(inFilenameMC2022,"READ")
fMC2022EE = ROOT.TFile.Open(inFilenameMC2022EE,"READ")
fData2022 = ROOT.TFile.Open(inFilenameData2022,"READ")
fData2022EE = ROOT.TFile.Open(inFilenameData2022EE,"READ")
of = ROOT.TFile.Open(outFilename,"recreate")
# Labels for log plots
xlabelsv = [80, 100, 200, 300, 400, 500]
label_margin = -0.1
xlabels=[None]*len(xlabelsv)
for i, label in enumerate(xlabelsv):
xlabels[i] = ROOT.TLatex(label, label_margin , str(label));
xlabels[i].SetTextAlign(23)
xlabels[i].SetTextFont(42)
xlabels[i].SetTextSize(0.04)
## ----- plots ------
finalStates = ['fs_4e', 'fs_4mu', 'fs_2e2mu', 'fs_4l']
for fs in finalStates:
print(fs)
## --- full 2022 m4l plot
HStack, h_list = Stack_full2022(fMC2018, fMC2022, fMC2022EE, '_4GeV_', fs)
HData = dataGraph(fData2022, fData2022EE, '_4GeV_', fs, blind=blindPlots)
HStack_hm = HStack.Clone()
HData_hm = HData.Clone()
Canvas = ROOT.TCanvas("M4l_full2022_"+fs,"M4l_full2022_"+fs,canvasSizeX,canvasSizeY)
Canvas.SetTicks()
Canvas.SetLogx()
#ymaxd=HData.GetMaximum()
xmin=ctypes.c_double(0.)
ymin=ctypes.c_double(0.)
xmax=ctypes.c_double(0.)
ymax=ctypes.c_double(0.)
HData.ComputeRange(xmin,ymin,xmax,ymax)
yhmax=math.ceil(max(HStack.GetMaximum(), ymax.value))
HStack.SetMaximum(yhmax)
HStack.Draw("histo")
HStack.GetXaxis().SetRangeUser(70., 300.)
if blindPlots:
ROOT.gPad.GetRangeAxis(xmin,ymin,xmax,ymax)
bblind = ROOT.TBox(blindHLow, 0, blindHHi, ymax.value-epsilon)
bblind.SetFillColor(ROOT.kGray)
bblind.SetFillStyle(3002)
bblind.Draw()
HData.Draw("samePE1")
# Hide labels and rewrite them
HStack.GetXaxis().SetLabelSize(0)
for label in xlabels :
label.Draw()
ROOT.gPad.RedrawAxis()
legend = ROOT.TLegend(0.72,0.70,0.94,0.92)
legend.AddEntry(h_list[4],"H(125)","f")
legend.AddEntry(h_list[3],"q#bar{q}#rightarrow ZZ,Z#gamma*","f")
legend.AddEntry(h_list[2],"gg#rightarrow ZZ,Z#gamma*","f")
legend.AddEntry(h_list[1],"EW","f")
legend.AddEntry(h_list[0],"Z+X","f")
legend.AddEntry(HData,"Data", "p")
legend.SetFillColor(ROOT.kWhite)
legend.SetLineColor(ROOT.kWhite)
legend.SetTextFont(43)
legend.SetTextSize(20)
legend.Draw()
#draw CMS and lumi text
CMS_lumi.writeExtraText = True
CMS_lumi.extraText = "Preliminary"
CMS_lumi.lumi_sqrtS = "35.1 fb-1 (13.6 TeV)"
CMS_lumi.cmsTextSize = 1 #0.6
CMS_lumi.lumiTextSize = 0.7 #0.46
CMS_lumi.extraOverCmsTextSize = 0.75
CMS_lumi.relPosX = 0.12
CMS_lumi.CMS_lumi(Canvas, 0, 0)
Canvas.Update() #very important!!!
#Canvas.Write()
### Zoomed m4l
HStack_z, h_list = Stack_full2022(fMC2018, fMC2022, fMC2022EE, "_2GeV_", fs)
HData_z = dataGraph(fData2022, fData2022EE, "_2GeV_", fs, blind=blindPlots)
Canvas_z = ROOT.TCanvas("M4l_full2022_z_"+fs,"M4l_full2022_z_"+fs,canvasSizeX,canvasSizeY)
Canvas_z.SetTicks()
HData_z.ComputeRange(xmin,ymin,xmax,ymax)
yhmax=math.ceil(max(HStack_z.GetMaximum(), ymax.value))
HStack_z.SetMaximum(yhmax)
HStack_z.Draw("histo")
HStack_z.GetXaxis().SetRangeUser(70., 170.)
if blindPlots:
ROOT.gPad.GetRangeAxis(xmin,ymin,xmax,ymax)
bblind_z = ROOT.TBox(blindHLow, 0, blindHHi, ymax.value-epsilon)
bblind_z.SetFillColor(ROOT.kGray)
bblind_z.SetFillStyle(3002)
bblind_z.Draw()
HData_z.Draw("samePE1")
ROOT.gPad.RedrawAxis()
legend_z = ROOT.TLegend(0.72,0.70,0.94,0.92)
legend_z.AddEntry(h_list[4],"H(125)","f")
legend_z.AddEntry(h_list[3],"q#bar{q}#rightarrow ZZ,Z#gamma*","f")
legend_z.AddEntry(h_list[2],"gg#rightarrow ZZ,Z#gamma*","f")
legend_z.AddEntry(h_list[1],"EW","f")
legend_z.AddEntry(h_list[0],"Z+X","f")
legend_z.AddEntry(HData,"Data", "p")
legend_z.SetFillColor(ROOT.kWhite)
legend_z.SetLineColor(ROOT.kWhite)
legend_z.SetTextFont(43)
legend_z.SetTextSize(20)
legend_z.Draw()
#draw CMS and lumi text
CMS_lumi.writeExtraText = True
CMS_lumi.extraText = "Preliminary"
CMS_lumi.lumi_sqrtS = "35.1 fb-1 (13.6 TeV)"
CMS_lumi.cmsTextSize = 1 #0.6
CMS_lumi.lumiTextSize = 0.7 #0.46
CMS_lumi.extraOverCmsTextSize = 0.75
CMS_lumi.relPosX = 0.12
CMS_lumi.CMS_lumi(Canvas_z, 0, 0)
Canvas_z.Update()
printCanvases(path=out_dir)