Dear ROOT community, I am plotting a mass variable. Upon setting the x-axis to log scale the axis labels vanish. My plotting code (slightly long, but hopefully clear enough) is below. To be clear, this only happens for var == h_mHat. Any help would be deeply appreciated.
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue Mar 2 12:01:01 2021
@author: rbrener
"""
import numpy as np
from matplotlib import pyplot as plt
import sys,math
import os
import matplotlib as mpl
sys.path = ["/home/rbrener/Programs/root_v6.18.04/lib/"] + sys.path
sys.path = ["/home/rbrener/Programs/root_6_install/lib"]+sys.path
import ROOT
from ROOT import *
from ROOT import TFile, TH1D, TH2D, TCanvas, TTree, TLorentzVector, TMath
from matplotlib.font_manager import FontProperties
from matplotlib.ticker import (MultipleLocator, MaxNLocator, FuncFormatter,FormatStrFormatter, AutoMinorLocator, ScalarFormatter)
#Some cross-sections:
xs_QCD = 2.362e-04
xs_NP = 2.803e-04
L_i = 1
N_E = 1e6
w_QCD = L_i/(N_E/xs_QCD)
w_NP = L_i/(N_E/xs_NP)
def GetGoodHistosLimits(histos_list):
histo_minbin_dict = {}
histo_maxbin_dict = {}
ymin = 0
ymax = 0
for histo in histos_list:
bin_content_list = []
for ibin in range(histo.GetNbinsX()):
bin_content_list.append(histo.GetBinContent(ibin))
min_bin = bin_content_list.index(min([el for el in bin_content_list if el > 0]))
max_bin = bin_content_list.index(max([el for el in bin_content_list if el > 0]))
histo_minbin_dict[histo]=histo.GetBinContent(min_bin)
histo_maxbin_dict[histo]=histo.GetBinContent(max_bin)
ymin = histo_minbin_dict[min(histo_minbin_dict)]
ymax = histo_maxbin_dict[max(histo_maxbin_dict)]
return ymin, ymax
def createRatio(h1, h2):
h3 = h1.Clone("h3")
h3.SetLineColor(kBlack)
h3.SetMarkerStyle(21)
h3.SetTitle("")
h3.SetMinimum(0.2)
h3.SetMaximum(4.0)
# Set up plot for markers and errors
h3.Sumw2()
h3.SetStats(0)
h3.Add(h2,-1)
h3.Divide(h2)
# Adjust y-axis settings
y = h3.GetYaxis()
y.SetTitle("(CI #minus QCD)/QCD")
y.SetNdivisions(505)
y.SetTitleSize(20)
y.SetTitleFont(43)
y.SetTitleOffset(1.55)
y.SetLabelFont(43)
y.SetLabelSize(18)
y.SetRangeUser(-0.75,0.75)
# Adjust x-axis settings
x = h3.GetXaxis()
x.SetTitleSize(20)
x.SetTitleFont(43)
x.SetTitleOffset(4.0)
x.SetLabelFont(43)
x.SetLabelSize(18)
return h3
def createCanvasPads():
c = TCanvas("c", "canvas", 800, 800)
# Upper histogram plot is pad1
pad1 = TPad("pad1", "pad1", 0, 0.3, 1, 1.0)
pad1.SetBottomMargin(0.03)
#pad1.SetLogy()
pad1.Draw()
# Lower ratio plot is pad2
c.cd() # returns to main canvas before defining pad2
pad2 = TPad("pad2", "pad2", 0, 0.05, 1, 0.3)
pad2.SetTopMargin(0.03)
pad2.SetBottomMargin(0.25)
pad2.Draw()
TexList = []
TexList.append(TLatex(0.55,0.85,"Pythia8"))
TexList[0].SetNDC()
TexList[0].SetTextAlign(13)
TexList[0].SetTextFont(72) # helvetica italic
TexList[0].SetTextSize(0.05)
TexList[0].SetLineWidth(1)
TexList.append(TLatex(0.68,0.85,"Simulation"))
TexList[1].SetNDC()
TexList[1].SetTextAlign(13)
TexList[1].SetTextFont(42)
TexList[1].SetTextSize(0.05)
TexList[1].SetLineWidth(1)
TexList.append(TLatex(0.83,0.70,"#sqrt{s}=13 TeV, #Lambda=22 TeV,"))
TexList[2].SetNDC()
TexList[2].SetTextAlign(31)
TexList[2].SetTextFont(42)
TexList[2].SetTextSize(0.037)
TexList[2].SetLineWidth(2)
TexList.append(TLatex(0.78,0.66,"#eta_{LL}=-1, #eta_{RR}=#eta_{LR}=0"))
TexList[3].SetNDC()
TexList[3].SetTextAlign(31)
TexList[3].SetTextFont(42)
TexList[3].SetTextSize(0.037)
TexList[3].SetLineWidth(2)
return c, pad1, pad2, TexList
legend = TLegend()
HQCD = TFile("/home/rbrener/Analysis/ContactInteractions/HQCD_analysis.root")
HQCD_and_qq2qq_and_qqbar2qqbar = TFile("/home/rbrener/Analysis/ContactInteractions/HQCD_and_qq2qq_and_qqbar2qqbar_analysis.root")
def getHists():
hist_dict = {}
for hist in HQCD.GetListOfKeys():
hist_list = []
hName = hist.GetName()
hNameStr = str(hName)
histTH1_HQCD = HQCD.Get(hName)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar = HQCD_and_qq2qq_and_qqbar2qqbar.Get(hName)
histTH1_HQCD.SetLineColor(kBlack)
histTH1_HQCD.SetLineWidth(2)
histTH1_HQCD.Scale(w_QCD)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.SetLineColor(kRed+1)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.SetLineStyle(2)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.SetLineWidth(2)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.Scale(w_NP)
hist_list.extend([histTH1_HQCD, histTH1_HQCD_and_qq2qq_and_qqbar2qqbar])
hist_dict[hName] = hist_list
return hist_dict
gStyle.SetOptStat(0)
gStyle.SetOptTitle(0)
gROOT.SetBatch()
def ratioplot():
# create required parts
hist_dict = getHists()
for var in hist_dict:
histTH1_HQCD, histTH1_HQCD_and_qq2qq_and_qqbar2qqbar = hist_dict[var]
#histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio = createRatio(histTH1_HQCD_and_qq2qq_and_qqbar2qqbar, histTH1_HQCD)
c, pad1, pad2, TexList = createCanvasPads()
if "Chi" in var and len(var) > 5:
if "inf" in var:
TexList.append(TLatex(0.78,0.56,"#hat{m} > 5.4 TeV"))
elif "Chi_mHat" in var:
mass_min = str(float(var[11:13])/10)
mass_max = str(float(var[14:16])/10)
mass_range = mass_min + " < #hat{m} < " + mass_max + " TeV"
TexList.append(TLatex(0.78,0.56,mass_range))
HQCD_Int = histTH1_HQCD.Integral()
NP_Int = histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.Integral()
TexList.append(TLatex(0.83,0.48, "#int #chi(QCD)d#chi = " + str(round(HQCD_Int, 4)) + ", "))
TexList.append(TLatex(0.85,0.38, "#int #chi(QCD+CI)d#chi = " + str(round(NP_Int, 4))))
# histTH1_HQCD.Scale(1/HQCD_Int)
# histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.Scale(1/NP_Int)
# for j in range(histTH1_HQCD.GetNbinsX()):
# histTH1_HQCD.SetBinContent(j, histTH1_HQCD.GetBinContent(j)/histTH1_HQCD.GetBinWidth(j) )
# histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.SetBinContent(j, histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetBinContent(j)/histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetBinWidth(j) )
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio = createRatio(histTH1_HQCD_and_qq2qq_and_qqbar2qqbar, histTH1_HQCD)
TexList[4].SetNDC()
TexList[4].SetTextAlign(31)
TexList[4].SetTextFont(42)
TexList[4].SetTextSize(0.037)
TexList[4].SetLineWidth(2)
TexList[5].SetNDC()
TexList[5].SetTextAlign(31)
TexList[5].SetTextFont(42)
TexList[5].SetTextSize(0.037)
TexList[5].SetLineWidth(2)
TexList[6].SetNDC()
TexList[6].SetTextAlign(31)
TexList[6].SetTextFont(42)
TexList[6].SetTextSize(0.037)
TexList[6].SetLineWidth(2)
l = TMathText()
#histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetTitle("1/N dN/d#chi")
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetTitle("1/(dN/d#sigma)")
#histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetTitle("#chi")
#pad2.SetLogx(1)
#pad1.SetLogx(1)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio = createRatio(histTH1_HQCD_and_qq2qq_and_qqbar2qqbar, histTH1_HQCD)
histo_list = []
histo_list.extend([histTH1_HQCD,histTH1_HQCD_and_qq2qq_and_qqbar2qqbar])
ymin = GetGoodHistosLimits(histo_list)[0]
ymax = GetGoodHistosLimits(histo_list)[1]
if var == 'h_mHat':
print ("h_mHat")
#pad2.SetLogx(1)
#pad1.SetLogx(1)
#histTH1_HQCD.GetYaxis().SetRangeUser(histTH1_HQCD.GetMaximum()*0.005,histTH1_HQCD.GetMaximum()*3.5)
histTH1_HQCD.GetXaxis().SetRangeUser(1100,8000)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.GetXaxis().SetRangeUser(1100,8000)
#histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetNdivisions(2)
if 'hChi' in var:
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetRangeUser(histTH1_HQCD.GetMaximum()*0.0001,histTH1_HQCD.GetMaximum()*10)
histTH1_HQCD.GetYaxis().SetRangeUser(histTH1_HQCD.GetMaximum()*0.0001,histTH1_HQCD.GetMaximum()*10)
histTH1_HQCD.GetXaxis().SetRangeUser(1,30)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.GetXaxis().SetRangeUser(1,30)
if 'h_mHat' in var:
histTH1_HQCD.GetYaxis().SetRangeUser(histTH1_HQCD.GetMaximum()*0.005,histTH1_HQCD.GetMaximum()*3.5)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetNdivisions(10)
pad1.SetLogy(1)
#pad2.SetLogx(1)
if var == 'h_mHat_54_inf':
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.Rebin(3)
histTH1_HQCD.Rebin(3)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.Rebin(3)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.GetYaxis().SetRangeUser(0,10)
else:
# histTH1_HQCD.GetYaxis().SetRangeUser(0.001*ymin, 3.5*ymax)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetRangeUser(0.001*ymin, 2.0*ymax)
legend = TLegend(0.55, 0.48, 0.85, 0.53)
legend.AddEntry(histTH1_HQCD, "QCD", "l")
legend.AddEntry(histTH1_HQCD_and_qq2qq_and_qqbar2qqbar, "QCD + CI: qq #rightarrow qq, q#bar{q} #rightarrow q#bar{q}", "l")
legend.SetBorderSize(0)
legend.SetTextAlign(11)
legend.SetFillStyle(0)
legend.Draw()
# draw everything
pad1.cd()
gPad.SetTickx()
gPad.SetTicky()
#gStyle.SetTickLength(0.02,"y")
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetTickLength(0.02)
histTH1_HQCD.GetYaxis().SetTickLength(0.02)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.Draw("hist")
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetTitleOffset(0)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetLabelOffset(999)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetLabelSize(0)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetTitleSize(0)
histTH1_HQCD.Draw("hist same")
# to avoid clipping the bottom zero, redraw a small axis
axis = TGaxis(-5, 20, -5, 220, 20, 220, 510, "")
axis.SetLabelFont(43)
axis.SetLabelSize(15)
axis.Draw()
#gPad.RedrawAxis()
for tex in TexList:
tex.Draw('same')
pad2.cd()
gPad.SetTickx()
gPad.SetTicky()
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.SetLineColor(kRed+1)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.SetLineWidth(2)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.SetLineStyle(2)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetLabelSize(25)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetXaxis().SetTickLength(0.02)
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar_Ratio.Draw("hist")
#gPad.RedrawAxis()
histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetTitleOffset(1.5)
#histTH1_HQCD_and_qq2qq_and_qqbar2qqbar.GetYaxis().SetTitleSize(2)
c.SaveAs(var+".pdf")
ratioplot()
_ROOT Version:_6.22/06
_Platform:_Linux
Compiler: g++