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draw.py
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import numpy as np
import datetime
import math
import ROOT
import ctypes
from file_manager import FileManager
from ROOT import TFile, TDirectory, THashList, TH1F, TH2F, TCanvas, TLegend, TPaveText, TPython, TMath, TF1, TLine, TPython
from ROOT import gStyle, gROOT, gSystem
from ROOT import kWhite, kBlack, kRed, kGreen, kBlue, kYellow, kMagenta, kCyan, kGray
from histo_manager import slice_histogram, rebin_histogram, convert_dn2n, get_ratio
from painter import make_common_style
from bin_shift_correction import apply_bin_shift_correction_x
gStyle.SetOptStat(0);
gStyle.SetOptTitle(0);
#_____________________________________________________________________
def draw_eta_to_pi0_ratio(filename_pi0, filename_eta, suffix=""):
rootfile_pi0 = TFile.Open(filename_pi0, "READ");
rootfile_eta = TFile.Open(filename_eta, "READ");
h1xsection_pi0_org = rootfile_pi0.Get("h1iy");
h1xsection_eta_org = rootfile_eta.Get("h1iy_eta");
h1xsection_pi0_org.Scale(TMath.TwoPi());
h1xsection_eta_org.Scale(TMath.TwoPi());
h1xsection_pi0_org.Scale(1/59.4);
h1xsection_eta_org.Scale(1/59.4);
h1xsection_pi0_org.Scale(1/1.8);
h1xsection_eta_org.Scale(1/1.8);
h1n_pi0_org = convert_dn2n(h1xsection_pi0_org);
h1n_eta = convert_dn2n(h1xsection_eta_org);
arr_pt = np.array(h1n_eta.GetXaxis().GetXbins(), dtype=np.float64);
print("arr_pt = ", arr_pt);
h1n_pi0 = rebin_histogram(h1n_pi0_org, arr_pt, False, False);
h1ratio = h1n_eta.Clone("h1ratio");
h1ratio = get_ratio(h1n_eta, h1n_pi0, "G");
make_common_style(h1ratio, 20, 1.0, kRed+1, 1, 0);
h1ratio.SetDirectory(0);
ROOT.SetOwnership(h1ratio,False);
rootfile_run2 = TFile.Open("data_PCMResultsFullCorrection_PP.root","READ");
dir_eta_run2 = rootfile_run2.Get("Eta13TeV");
g1stat_run2 = dir_eta_run2.Get("graphEtaToPi0StatError");
g1syst_run2 = dir_eta_run2.Get("EtaToPi0SystError");
ROOT.SetOwnership(g1stat_run2, False);
ROOT.SetOwnership(g1syst_run2, False);
make_common_style(g1stat_run2, 24, 1.0, kGray+2, 1, 0);
make_common_style(g1syst_run2, 24, 1.0, kGray+2, 1, 0);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.12, 0.03, 0.12, 0.03);
c1.SetTicks(1,1);
frame1 = c1.DrawFrame(0., 0, 10, 1.0);
frame1.GetXaxis().SetTitle("#it{p}_{T} (GeV/#it{c})");
frame1.GetYaxis().SetTitle("#eta/#pi^{0}");
frame1.GetXaxis().SetTitleOffset(1.2);
frame1.GetYaxis().SetTitleOffset(1.5);
frame1.GetXaxis().SetTitleSize(0.04);
frame1.GetYaxis().SetTitleSize(0.04);
frame1.GetXaxis().SetLabelSize(0.04);
frame1.GetYaxis().SetLabelSize(0.04);
frame1.GetXaxis().SetLabelOffset(0.01);
frame1.GetYaxis().SetLabelOffset(0.01);
frame1.GetXaxis().SetMoreLogLabels(1);
ROOT.SetOwnership(frame1,False);
g1stat_run2.Draw("PZ");
g1syst_run2.Draw("P2Z");
h1ratio.Draw("E0,same");
leg = TLegend(0.6,0.8,0.8,0.9);
leg.SetBorderSize(0);
leg.SetFillColor(kWhite);
leg.SetFillStyle(0);
leg.SetTextSize(0.04);
leg.AddEntry(g1syst_run2, "pp at #sqrt{#it{s}} = 13 TeV", "P");
leg.AddEntry(h1ratio, "pp at #sqrt{#it{s}} = 13.6 TeV", "P");
leg.Draw("");
ROOT.SetOwnership(leg,False);
rootfile_pi0.Close();
rootfile_eta.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_eta_to_pi0_ratio{1}.eps".format(date, suffix));
c1.SaveAs("{0}_pp_13.6TeV_eta_to_pi0_ratio{1}.pdf".format(date, suffix));
c1.SaveAs("{0}_pp_13.6TeV_eta_to_pi0_ratio{1}.png".format(date, suffix));
#_____________________________________________________________________
def draw_photon_conversion_rec_efficiency_rxy(filename, cutname, period, suffix):
rootfile = TFile.Open(filename, "READ");
rootdire = rootfile.Get("pcm-qc-mc");
rootlist_gen = rootdire.Get("Generated");
rootlist_gen.ls();
rootlist_rec = rootdire.Get("V0").FindObject(cutname);
rootlist_rec.ls();
h2rz_rec = rootlist_rec.FindObject("hRZ_Photon_Primary_MC");
h2rz_gen = rootlist_gen.FindObject("hPhotonRZ");
h2rz_rec.Sumw2();
h2rz_gen.Sumw2();
h2rz_rec.SetDirectory(0);
h2rz_gen.SetDirectory(0);
ROOT.SetOwnership(h2rz_rec, False);
ROOT.SetOwnership(h2rz_gen, False);
h1z_rec = h2rz_rec.ProjectionY("h1z_rec");
h1z_gen = h2rz_gen.ProjectionY("h1z_gen");
h1z_gen.RebinX(2);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.12, 0.02, 0.12, 0.02);
c1.SetTicks(1,1);
frame1 = c1.DrawFrame(0.,0,90,0.2);
frame1.GetXaxis().SetTitle("R_{xy} (cm)");
frame1.GetYaxis().SetTitle("reconstruction efficiency");
frame1.GetXaxis().SetTitleOffset(1.2);
frame1.GetYaxis().SetTitleOffset(1.6);
frame1.GetXaxis().SetTitleSize(0.04);
frame1.GetYaxis().SetTitleSize(0.04);
frame1.GetXaxis().SetLabelSize(0.04);
frame1.GetYaxis().SetLabelSize(0.04);
frame1.GetXaxis().SetLabelOffset(0.01);
frame1.GetYaxis().SetLabelOffset(0.01);
frame1.GetXaxis().SetMoreLogLabels(1);
ROOT.SetOwnership(frame1,False);
h1p = h1z_rec.Clone("h1p");
h1p.Sumw2();
h1p.Reset();
h1p.Divide(h1z_rec, h1z_gen, 1., 1., "B");
h1p.SetDirectory(0);
ROOT.SetOwnership(h1p, False);
h1p.Draw("E0same,h");
make_common_style(h1p, 20, 1.0, kBlack, 1, 0);
txt = TPaveText(0.6,0.7,0.8,0.95,"NDC");
txt.SetFillColor(kWhite);
txt.SetFillStyle(0);
txt.SetBorderSize(0);
txt.SetTextAlign(12);#middle,left
txt.SetTextFont(42);#helvetica
txt.SetTextSize(0.04);
txt.AddText("ALICE simulation");
txt.AddText("pp at #sqrt{#it{s}} = 13.6 TeV");
txt.AddText("#gamma #rightarrow e^{+}e^{#minus}");
txt.AddText("|#eta_{#gamma}| < 0.9");
txt.AddText(period);
txt.Draw();
ROOT.SetOwnership(txt,False);
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_rec_eff_rxy_{2}{3}.eps".format(date, period, cutname, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_rec_eff_rxy_{2}{3}.pdf".format(date, period, cutname, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_rec_eff_rxy_{2}{3}.png".format(date, period, cutname, suffix));
#_____________________________________________________________________
def draw_photon_conversion_rec_efficiency(filename, cutname, period, suffix):
rootfile = TFile.Open(filename, "READ");
rootdire = rootfile.Get("pcm-qc-mc");
rootlist_gen = rootdire.Get("Generated");
#rootlist_gen.ls();
rootlist_rec = rootdire.Get("V0").FindObject(cutname);
rootlist_rec.ls();
arr_pt = np.array([0.0, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.2, 2.4, 2.6, 2.8, 3.0, 3.5, 4.0, 4.5, 5.0, 6,7,8,9,10], dtype=float);
h1photon_conv_rec_org = rootlist_rec.FindObject("hPt_Photon_Primary");
h1photon_converted_org = rootlist_gen.FindObject("hPt_ConvertedPhoton");
h1photon_conv_rec_org.Sumw2();
h1photon_converted_org.Sumw2();
h1photon_conv_rec_org.SetDirectory(0);
h1photon_converted_org.SetDirectory(0);
ROOT.SetOwnership(h1photon_conv_rec_org, False);
ROOT.SetOwnership(h1photon_converted_org, False);
h1photon_converted = rebin_histogram(h1photon_converted_org, arr_pt, False, False);
h1photon_conv_rec = rebin_histogram(h1photon_conv_rec_org, arr_pt, False, False);
h1photon_conv_rec.SetDirectory(0);
h1photon_converted.SetDirectory(0);
ROOT.SetOwnership(h1photon_conv_rec , False);
ROOT.SetOwnership(h1photon_converted, False);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.12, 0.02, 0.12, 0.02);
c1.SetTicks(1,1);
frame1 = c1.DrawFrame(0.,0,10,0.2);
frame1.GetXaxis().SetTitle("#it{p}_{T,#gamma} (GeV/#it{c})");
frame1.GetYaxis().SetTitle("reconstruction efficiency");
frame1.GetXaxis().SetTitleOffset(1.2);
frame1.GetYaxis().SetTitleOffset(1.6);
frame1.GetXaxis().SetTitleSize(0.04);
frame1.GetYaxis().SetTitleSize(0.04);
frame1.GetXaxis().SetLabelSize(0.04);
frame1.GetYaxis().SetLabelSize(0.04);
frame1.GetXaxis().SetLabelOffset(0.01);
frame1.GetYaxis().SetLabelOffset(0.01);
frame1.GetXaxis().SetMoreLogLabels(1);
ROOT.SetOwnership(frame1,False);
h1p = h1photon_conv_rec.Clone("h1p");
h1p.Sumw2();
h1p.Reset();
h1p.Divide(h1photon_conv_rec, h1photon_converted, 1., 1., "B");
h1p.SetDirectory(0);
ROOT.SetOwnership(h1p, False);
h1p.Draw("E0same");
make_common_style(h1p, 20, 1.0, kBlack, 1, 0);
txt = TPaveText(0.6,0.7,0.8,0.95,"NDC");
txt.SetFillColor(kWhite);
txt.SetFillStyle(0);
txt.SetBorderSize(0);
txt.SetTextAlign(12);#middle,left
txt.SetTextFont(42);#helvetica
txt.SetTextSize(0.04);
txt.AddText("ALICE simulation");
txt.AddText("pp at #sqrt{#it{s}} = 13.6 TeV");
txt.AddText("#gamma #rightarrow e^{+}e^{#minus}");
txt.AddText("|#eta_{#gamma}| < 0.9");
txt.AddText(period);
txt.Draw();
ROOT.SetOwnership(txt,False);
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_rec_eff_{2}{3}.eps".format(date, period, cutname, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_rec_eff_{2}{3}.pdf".format(date, period, cutname, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_rec_eff_{2}{3}.png".format(date, period, cutname, suffix));
#_____________________________________________________________________
#_____________________________________________________________________
def draw_photon_conversion_probability(filename, period, suffix):
rootfile = TFile.Open(filename, "READ");
rootdire = rootfile.Get("pcm-qc-mc");
rootlist_gen = rootdire.Get("Generated");
rootlist_gen.ls();
arr_pt = np.array([0.0, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.2, 2.4, 2.6, 2.8, 3.0, 3.5, 4.0, 4.5, 5.0, 6,7,8,9,10], dtype=float);
h1photon_all_org = rootlist_gen.FindObject("hPt_Photon");
h1photon_converted_org = rootlist_gen.FindObject("hPt_ConvertedPhoton");
h1photon_all_org.Sumw2();
h1photon_converted_org.Sumw2();
h1photon_all_org.SetDirectory(0);
h1photon_converted_org.SetDirectory(0);
ROOT.SetOwnership(h1photon_all_org, False);
ROOT.SetOwnership(h1photon_converted_org, False);
h1photon_converted = rebin_histogram(h1photon_converted_org, arr_pt, False, False);
h1photon_all = rebin_histogram(h1photon_all_org, arr_pt, False, False);
h1photon_all .SetDirectory(0);
h1photon_converted.SetDirectory(0);
ROOT.SetOwnership(h1photon_all , False);
ROOT.SetOwnership(h1photon_converted, False);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.12, 0.02, 0.12, 0.02);
c1.SetTicks(1,1);
frame1 = c1.DrawFrame(0.,0,10,0.2);
frame1.GetXaxis().SetTitle("#it{p}_{T,#gamma} (GeV/#it{c})");
frame1.GetYaxis().SetTitle("photon conversion probability");
frame1.GetXaxis().SetTitleOffset(1.2);
frame1.GetYaxis().SetTitleOffset(1.6);
frame1.GetXaxis().SetTitleSize(0.04);
frame1.GetYaxis().SetTitleSize(0.04);
frame1.GetXaxis().SetLabelSize(0.04);
frame1.GetYaxis().SetLabelSize(0.04);
frame1.GetXaxis().SetLabelOffset(0.01);
frame1.GetYaxis().SetLabelOffset(0.01);
frame1.GetXaxis().SetMoreLogLabels(1);
ROOT.SetOwnership(frame1,False);
h1p = h1photon_all.Clone("h1p");
h1p.Sumw2();
h1p.Reset();
h1p.Divide(h1photon_converted, h1photon_all, 1., 1., "B");
h1p.SetDirectory(0);
ROOT.SetOwnership(h1p, False);
h1p.Draw("E0same");
make_common_style(h1p, 20, 1.0, kBlack, 1, 0);
txt = TPaveText(0.6,0.7,0.8,0.95,"NDC");
txt.SetFillColor(kWhite);
txt.SetFillStyle(0);
txt.SetBorderSize(0);
txt.SetTextAlign(12);#middle,left
txt.SetTextFont(42);#helvetica
txt.SetTextSize(0.04);
txt.AddText("ALICE simulation");
txt.AddText("pp at #sqrt{#it{s}} = 13.6 TeV");
txt.AddText("#gamma #rightarrow e^{+}e^{#minus}");
txt.AddText("|#eta_{#gamma}| < 0.9");
txt.AddText(period);
txt.Draw();
ROOT.SetOwnership(txt,False);
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_probability{2}.eps".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_probability{2}.pdf".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_conversion_probability{2}.png".format(date, period, suffix));
#_____________________________________________________________________
def draw_photon_efficiency(filename, period, suffix):
rootfile = TFile.Open(filename, "READ");
rootlist_ss = rootfile.Get("PCM");
cutnames = ["qc", "qc_ITSTPC", "qc_ITSonly"];
nc = len(cutnames);
list_h1eff = [];
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.12, 0.03, 0.1, 0.02);
c1.SetTicks(1,1);
c1.SetLogx(1);
c1.SetLogy(1);
frame1 = c1.DrawFrame(0.1,1e-5,10,1e-2);
frame1.GetXaxis().SetTitle("#it{p}_{T} (GeV/#it{c})");
frame1.GetYaxis().SetTitle("acc. #times rec. efficiency");
frame1.GetXaxis().SetTitleOffset(1.3);
frame1.GetYaxis().SetTitleOffset(1.5);
frame1.GetXaxis().SetTitleSize(0.035);
frame1.GetYaxis().SetTitleSize(0.035);
frame1.GetXaxis().SetLabelSize(0.035);
frame1.GetYaxis().SetLabelSize(0.035);
frame1.GetXaxis().SetLabelOffset(0.01);
frame1.GetYaxis().SetLabelOffset(0.01);
frame1.GetXaxis().SetMoreLogLabels(1);
ROOT.SetOwnership(frame1,False);
for ic in range(0, nc):
cutname = cutnames[ic];
rootlist = rootlist_ss.FindObject(cutname);
h1eff = rootlist.FindObject("h1eff");
h1eff.SetDirectory(0);
ROOT.SetOwnership(h1eff, False);
h1eff.Draw("E0same");
list_h1eff.append(h1eff);
txt = TPaveText(0.15,0.84,0.4,0.94,"NDC");
txt.SetFillColor(kWhite);
txt.SetFillStyle(0);
txt.SetBorderSize(0);
txt.SetTextAlign(12);#middle,left
txt.SetTextFont(42);#helvetica
txt.SetTextSize(0.04);
txt.AddText("pp at #sqrt{#it{s}} = 13.6 TeV");
txt.AddText("LHC23d1k");
txt.Draw();
ROOT.SetOwnership(txt,False);
make_common_style(list_h1eff[0], 20, 1.0, kBlack, 1, 0);
make_common_style(list_h1eff[1], 20, 1.0, kRed+1, 1, 0);
make_common_style(list_h1eff[2], 20, 1.0, kBlue+1, 1, 0);
leg = TLegend(0.3,0.3,0.5,0.4);
leg.SetBorderSize(0);
leg.SetFillColor(kWhite);
leg.SetFillStyle(0);
leg.SetTextSize(0.04);
leg.AddEntry(list_h1eff[0],"combined", "LP");
leg.AddEntry(list_h1eff[1],"V0 with ITS-TPC matched tracks", "LP");
leg.AddEntry(list_h1eff[2],"V0 with ITSonly tracks", "LP");
leg.Draw("");
ROOT.SetOwnership(leg,False);
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_efficiency{2}.eps".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_efficiency{2}.pdf".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_photon_efficiency{2}.png".format(date, period, suffix));
#_____________________________________________________________________
#_____________________________________________________________________
def compare_nch_pv(filename_nominalB, filename_lowB, suffix):
rootfile_nominalB = TFile.Open(filename_nominalB, "READ");
rootdir_nominalB = rootfile_nominalB.Get("pcm-qc");
rootlist_nominalB = rootdir_nominalB.Get("Event");
h1nch_nominalB = rootlist_nominalB.FindObject("hMultNTracksPV");
#rootlist_nominalB.ls();
h1nch_nominalB.SetDirectory(0);
ROOT.SetOwnership(h1nch_nominalB, False);
nev1 = h1nch_nominalB.GetEntries();
h1nch_nominalB.Scale(1/nev1);
rootfile_lowB = TFile.Open(filename_lowB, "READ");
rootdir_lowB = rootfile_lowB.Get("pcm-qc");
rootlist_lowB = rootdir_lowB.Get("Event");
h1nch_lowB = rootlist_lowB.FindObject("hMultNTracksPV");
#rootlist_lowB.ls();
h1nch_lowB.SetDirectory(0);
ROOT.SetOwnership(h1nch_lowB, False);
nev2 = h1nch_lowB.GetEntries();
h1nch_lowB.Scale(1/nev2);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.12, 0.08, 0.1, 0.03);
c1.SetTicks(1,1);
c1.SetLogy(1);
frame1 = c1.DrawFrame(-0.5,1e-11,1000.5,1);
frame1.GetXaxis().SetTitle("N_{ch}^{PV} in |#eta| < 0.8");
frame1.GetYaxis().SetTitle("probability density");
frame1.GetXaxis().SetTitleOffset(1.2);
frame1.GetYaxis().SetTitleOffset(1.6);
frame1.GetXaxis().SetTitleSize(0.035);
frame1.GetYaxis().SetTitleSize(0.035);
frame1.GetXaxis().SetLabelSize(0.035);
frame1.GetYaxis().SetLabelSize(0.035);
frame1.GetXaxis().SetLabelOffset(0.01);
frame1.GetYaxis().SetLabelOffset(0.01);
frame1.GetXaxis().SetMaxDigits(3);
ROOT.SetOwnership(frame1,False);
h1nch_lowB.Draw("E0same");
h1nch_nominalB.Draw("E0same");
make_common_style(h1nch_nominalB, 20, 1.0, kBlue+1, 1, 0);
make_common_style(h1nch_lowB , 20, 1.0, kRed+1, 1, 0);
txt = TPaveText(0.2,0.82,0.4,0.92,"NDC");
txt.SetFillColor(kWhite);
txt.SetFillStyle(0);
txt.SetBorderSize(0);
txt.SetTextAlign(12);#middle,left
txt.SetTextFont(42);#helvetica
txt.SetTextSize(0.04);
txt.AddText("pp at #sqrt{#it{s}} = 13.6 TeV");
txt.Draw();
ROOT.SetOwnership(txt,False);
leg = TLegend(0.2,0.6,0.4,0.7);
leg.SetBorderSize(0);
leg.SetFillColor(kWhite);
leg.SetFillStyle(0);
leg.SetTextSize(0.04);
leg.AddEntry(h1nch_nominalB ,"B = 0.5 T (LHC22o pass4)", "LP");
leg.AddEntry(h1nch_lowB ,"B = 0.2T (LHC23zo, zp pass1)", "LP");
leg.Draw("");
ROOT.SetOwnership(leg,False);
rootfile_nominalB.Close();
rootfile_lowB.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_nch08{1}.eps".format(date, suffix));
c1.SaveAs("{0}_pp_13.6TeV_nch08{1}.pdf".format(date, suffix));
c1.SaveAs("{0}_pp_13.6TeV_nch08{1}.png".format(date, suffix));
#_____________________________________________________________________
def draw_tpc_dedx_after(filename_data, period, suffix):
rootfile = TFile.Open(filename_data, "READ");
rootdir1_mumu = rootfile.Get("dalitz-mumu-qc");
list_event = rootdir1_mumu.Get("Event");
list_event.ls();
h1z = list_event.FindObject("hZvtx_after");
nev = h1z.GetEntries();
list_track = rootdir1_mumu.Get("Track").FindObject("mmumu_0_1100_lowB");
list_track.ls();
h2 = list_track.FindObject("hTPCdEdx");
h2.SetDirectory(0);
ROOT.SetOwnership(h2, False);
gStyle.SetPalette(55);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.1, 0.14, 0.1, 0.03);
c1.SetTicks(1,1);
c1.SetLogx(1);
c1.SetLogz(1);
h2.GetXaxis().SetTitleOffset(1.3);
h2.GetYaxis().SetTitleOffset(1.3);
h2.GetYaxis().SetTitle("TPC dE/dx");
h2.SetContour(100);
h2.GetXaxis().SetMoreLogLabels(1);
h2.GetXaxis().SetRangeUser(0.03, 1);
h2.GetYaxis().SetRangeUser(0., 200);
#ntrack = h2.GetEntries();
h2.Scale(1./nev);
h2.SetMinimum(1e-8);
h2.SetMaximum(2e-3);
h2.Draw("colz");
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_TPCdEdx{2}_after.eps".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TPCdEdx{2}_after.pdf".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TPCdEdx{2}_after.png".format(date, period, suffix));
#_____________________________________________________________________
def draw_tpc_dedx(filename_data, period, suffix):
rootfile = TFile.Open(filename_data, "READ");
rootdir1 = rootfile.Get("skimmer-primary-muon");
rootdir2 = rootdir1.Get("Track");
#rootdir2.ls();
rootdir1_mumu = rootfile.Get("dalitz-mumu-qc");
rootdir2_mumu = rootdir1_mumu.Get("Event");
rootdir2_mumu.ls();
h1z = rootdir2_mumu.FindObject("hZvtx_before");
nev = h1z.GetEntries();
h2 = rootdir2.Get("hTPCdEdx_Pin_before");
h2.SetDirectory(0);
ROOT.SetOwnership(h2, False);
gStyle.SetPalette(55);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.1, 0.14, 0.1, 0.03);
c1.SetTicks(1,1);
c1.SetLogx(1);
c1.SetLogz(1);
h2.GetXaxis().SetTitleOffset(1.3);
h2.GetYaxis().SetTitleOffset(1.3);
h2.SetContour(100);
h2.GetXaxis().SetMoreLogLabels(1);
h2.GetXaxis().SetRangeUser(0.03, 1);
h2.GetYaxis().SetRangeUser(0., 200);
#ntrack = h2.GetEntries();
h2.Scale(1./nev);
h2.SetMinimum(1e-8);
h2.SetMaximum(2e-3);
h2.Draw("colz");
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_TPCdEdx{2}.eps".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TPCdEdx{2}.pdf".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TPCdEdx{2}.png".format(date, period, suffix));
#_____________________________________________________________________
#_____________________________________________________________________
def draw_tof_beta_after(filename_data, period, suffix):
rootfile = TFile.Open(filename_data, "READ");
rootdir1_mumu = rootfile.Get("dalitz-mumu-qc");
list_event = rootdir1_mumu.Get("Event");
list_event.ls();
h1z = list_event.FindObject("hZvtx_after");
nev = h1z.GetEntries();
list_track = rootdir1_mumu.Get("Track").FindObject("mmumu_0_1100_lowB");
list_track.ls();
h2 = list_track.FindObject("hTOFbeta");
h2.SetDirectory(0);
ROOT.SetOwnership(h2, False);
gStyle.SetPalette(55);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.1, 0.14, 0.1, 0.03);
c1.SetTicks(1,1);
#c1.SetLogx(1);
c1.SetLogz(1);
h2.GetXaxis().SetTitleOffset(1.3);
h2.GetYaxis().SetTitleOffset(1.3);
h2.SetContour(100);
h2.GetXaxis().SetMoreLogLabels(1);
h2.GetXaxis().SetRangeUser(0.1, 1);
h2.GetYaxis().SetRangeUser(0.6, 1.1);
#ntrack = h2.GetEntries();
h2.Scale(1./nev);
h2.SetMinimum(1e-8);
h2.SetMaximum(2e-3);
h2.Draw("colz");
#f1el = TF1("f1el", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1el.SetNpx(1000);
#f1el.SetParameter(0, 511e-6);
#f1el.Draw("same");
#f1el.SetLineColor(kBlack);
#ROOT.SetOwnership(f1el, False);
#f1mu = TF1("f1mu", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1mu.SetNpx(1000);
#f1mu.SetParameter(0, 0.106);
#f1mu.Draw("same");
#f1mu.SetLineColor(kBlack);
#ROOT.SetOwnership(f1mu, False);
#f1pi = TF1("f1pi", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1pi.SetNpx(1000);
#f1pi.SetParameter(0, 0.139);
#f1pi.Draw("same");
#f1pi.SetLineColor(kBlack);
#ROOT.SetOwnership(f1pi, False);
#f1ka = TF1("f1ka", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1ka.SetNpx(1000);
#f1ka.SetParameter(0, 0.494);
#f1ka.Draw("same");
#f1ka.SetLineColor(kBlack);
#ROOT.SetOwnership(f1ka, False);
#f1pr = TF1("f1pr", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1pr.SetNpx(1000);
#f1pr.SetParameter(0, 0.938);
#f1pr.Draw("same");
#f1pr.SetLineColor(kBlack);
#ROOT.SetOwnership(f1pr, False);
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_TOFbeta{2}_after.eps".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TOFbeta{2}_after.pdf".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TOFbeta{2}_after.png".format(date, period, suffix));
#_____________________________________________________________________
def draw_tof_beta(filename_data, period, suffix):
rootfile = TFile.Open(filename_data, "READ");
rootdir1 = rootfile.Get("skimmer-primary-muon");
rootdir2 = rootdir1.Get("Track");
#rootdir2.ls();
rootdir1_mumu = rootfile.Get("dalitz-mumu-qc");
rootdir2_mumu = rootdir1_mumu.Get("Event");
rootdir2_mumu.ls();
h1z = rootdir2_mumu.FindObject("hZvtx_before");
nev = h1z.GetEntries();
h2 = rootdir2.Get("hTOFbeta_Pin_before");
h2.SetDirectory(0);
ROOT.SetOwnership(h2, False);
gStyle.SetPalette(55);
c1 = TCanvas("c0", "c0",0,0,800,800);
c1.SetMargin(0.1, 0.14, 0.1, 0.03);
c1.SetTicks(1,1);
#c1.SetLogx(1);
c1.SetLogz(1);
h2.GetXaxis().SetTitleOffset(1.3);
h2.GetYaxis().SetTitleOffset(1.3);
h2.SetContour(100);
h2.GetXaxis().SetMoreLogLabels(1);
h2.GetXaxis().SetRangeUser(0.1, 1);
h2.GetYaxis().SetRangeUser(0.6, 1.1);
#ntrack = h2.GetEntries();
h2.Scale(1./nev);
h2.SetMinimum(1e-8);
h2.SetMaximum(2e-3);
h2.Draw("colz");
#f1el = TF1("f1el", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1el.SetNpx(1000);
#f1el.SetParameter(0, 511e-6);
#f1el.Draw("same");
#f1el.SetLineColor(kBlack);
#ROOT.SetOwnership(f1el, False);
#f1mu = TF1("f1mu", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1mu.SetNpx(1000);
#f1mu.SetParameter(0, 0.106);
#f1mu.Draw("same");
#f1mu.SetLineColor(kBlack);
#ROOT.SetOwnership(f1mu, False);
#f1pi = TF1("f1pi", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1pi.SetNpx(1000);
#f1pi.SetParameter(0, 0.139);
#f1pi.Draw("same");
#f1pi.SetLineColor(kBlack);
#ROOT.SetOwnership(f1pi, False);
#f1ka = TF1("f1ka", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1ka.SetNpx(1000);
#f1ka.SetParameter(0, 0.494);
#f1ka.Draw("same");
#f1ka.SetLineColor(kBlack);
#ROOT.SetOwnership(f1ka, False);
#f1pr = TF1("f1pr", "sqrt(pow(x,2)/(pow(x,2) + pow([0],2)))", 0.1, 10);
#f1pr.SetNpx(1000);
#f1pr.SetParameter(0, 0.938);
#f1pr.Draw("same");
#f1pr.SetLineColor(kBlack);
#ROOT.SetOwnership(f1pr, False);
rootfile.Close();
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_TOFbeta{2}.eps".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TOFbeta{2}.pdf".format(date, period, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_TOFbeta{2}.png".format(date, period, suffix));
#_____________________________________________________________________
def check_material_phi(filename_data, filename_mc, cutname, period, rmin, rmax, suffix):
rootfile_data = TFile.Open(filename_data, "READ");
rootfile_mc = TFile.Open(filename_mc , "READ");
rootdir_mc_rec = rootfile_mc.Get("pcm-qc-mc");
list_v0_mc_rec = rootdir_mc_rec.Get("V0");
list_ev_mc_rec = rootdir_mc_rec.Get("Event");
list_cut_mc_rec = list_v0_mc_rec.FindObject(cutname);
list_cut_mc_rec.Print();
h1ev_mc_rec = list_ev_mc_rec.FindObject("hCollisionCounter").Clone("h1ev");
nev_mc_rec = h1ev_mc_rec.GetBinContent(4);
print("nev_mc_rec = {0:e}".format(nev_mc_rec));
h1nch_mc_rec = list_ev_mc_rec.FindObject("hMultNTracksPV");
nch_mc_rec = h1nch_mc_rec.GetMean();
print("nch pv = ", nch_mc_rec);
dr = rmax - rmin;
h2_mc_rec = list_cut_mc_rec.FindObject("hGammaRPhi_recalc");
h2_mc_rec.Sumw2();
h2_mc_rec.RebinX(5);
h2_mc_rec.SetDirectory(0);
ROOT.SetOwnership(h2_mc_rec, False);
bin0 = h2_mc_rec.GetYaxis().FindBin(rmin + 1e-3);
bin1 = h2_mc_rec.GetYaxis().FindBin(rmax - 1e-3);
h1_mc_rec = h2_mc_rec.ProjectionX("h1_mc_rec", bin0, bin1, "");
h1_mc_rec.SetDirectory(0);
ROOT.SetOwnership(h1_mc_rec, False);
h1_mc_rec.Scale(1,"width");
h1_mc_rec.Scale(1/dr);
h1_mc_rec.Scale(1/nev_mc_rec);
h1_mc_rec.Scale(1/nch_mc_rec);#nch
make_common_style(h1_mc_rec, 20, 1.0, kBlue+1, 1, 0);
rootdir_data = rootfile_data.Get("pcm-qc");
list_v0_data = rootdir_data.Get("V0");
list_ev_data = rootdir_data.Get("Event");
list_cut_data = list_v0_data.FindObject(cutname);
list_cut_data.Print();
h1ev_data = list_ev_data.FindObject("hCollisionCounter").Clone("h1ev");
nev_data = h1ev_data.GetBinContent(4);
print("nev_data = {0:e}".format(nev_data));
h1nch_data = list_ev_data.FindObject("hMultNTracksPV");
nch_data = h1nch_data.GetMean();
print("nch pv = ", nch_data);
h2_data = list_cut_data.FindObject("hGammaRPhi_recalc");
h2_data.Sumw2();
h2_data.RebinX(5);
h2_data.SetDirectory(0);
ROOT.SetOwnership(h2_data, False);
bin0 = h2_data.GetYaxis().FindBin(rmin + 1e-3);
bin1 = h2_data.GetYaxis().FindBin(rmax - 1e-3);
h1_data = h2_data.ProjectionX("h1_data", bin0, bin1, "");
h1_data.SetDirectory(0);
ROOT.SetOwnership(h1_data, False);
h1_data.Scale(1,"width");
h1_data.Scale(1/dr);
h1_data.Scale(1/nev_data);
h1_data.Scale(1/nch_data);
make_common_style(h1_data, 20, 1.0, kRed+1, 1, 0);
ymax = max(h1_data.GetMaximum() , h1_mc_rec.GetMaximum()) * 1.6;
ymin = max(h1_data.GetMinimum() , h1_mc_rec.GetMinimum()) * -0.1;
c1 = TCanvas("c0","c0",0,0,800,800);
c1.Divide(1,2,0,0);
p1 = c1.cd(1);
p1.SetPad(0,0.35,1,1);
p1.SetMargin(0.15,0.02,0.0,0.06);
p1.SetTicks(1,1);
#p1.SetLogy(1);
frame1 = p1.DrawFrame(0, ymin, TMath.TwoPi(), ymax);
frame1.GetXaxis().SetTitle("conversion point #it{#varphi} (rad.)");
frame1.GetYaxis().SetTitle("#frac{1}{<#it{N}_{ch}^{PV}>} #frac{1}{#it{N}_{ev}} #frac{d^{2}#it{N}_{#gamma}}{d#it{#varphi} d#it{R}_{xy}} (rad. #upoint cm)^{-1}");
frame1.GetXaxis().SetTitleSize(0.05);
frame1.GetYaxis().SetTitleSize(0.05);
frame1.GetXaxis().SetTitleOffset(1.0);
frame1.GetYaxis().SetTitleOffset(1.3);
frame1.GetXaxis().SetLabelSize(0.05);
frame1.GetYaxis().SetLabelSize(0.05);
frame1.GetYaxis().SetMaxDigits(3);
#frame1.GetXaxis().SetLabelOffset(0.01);
#frame1.GetYaxis().SetLabelOffset(0.01);
ROOT.SetOwnership(frame1,False);
#h1_mc_gen.Draw("E0h,same");
h1_mc_rec.Draw("E0h,same");
h1_data.Draw("E0h,same");
txt = TPaveText(0.2,0.72,0.4,0.92,"NDC");
txt.SetFillColor(kWhite);
txt.SetFillStyle(0);
txt.SetBorderSize(0);
txt.SetTextAlign(12);#middle,left
txt.SetTextFont(42);#helvetica
txt.SetTextSize(0.05);
txt.AddText("pp at #sqrt{#it{s}} = 13.6 TeV");
txt.AddText("|#it{#eta}_{#gamma}| < 0.9");
txt.AddText("{0:2.1f} < #it{{R}}_{{xy}} < {1:2.1f} cm".format(rmin, rmax));
txt.Draw();
ROOT.SetOwnership(txt,False);
leg = TLegend(0.2,0.6,0.4,0.7);
leg.SetBorderSize(0);
leg.SetFillColor(kWhite);
leg.SetFillStyle(0);
leg.SetTextSize(0.05);
leg.AddEntry(h1_data ,"Data #gamma candidates (LHC22f pass4 520472)","LP");
leg.AddEntry(h1_mc_rec ,"M.C. rec. primary #gamma (LHC23d1f 520472)","LP");
#leg.AddEntry(h1_mc_gen ,"M.C. gen. (LHC23d1)","LP");
leg.Draw("");
ROOT.SetOwnership(leg,False);
p2 = c1.cd(2);
p2.SetPad(0,0,1,0.35);
p2.SetMargin(0.15,0.02,0.22,0.0);
p2.SetTicks(1,1);
#p2.SetLogy(1);
frame2 = p2.DrawFrame(0,0.,TMath.TwoPi(),3.2);
frame2.GetXaxis().SetTitle("#it{#varphi} (rad.)");
frame2.GetYaxis().SetTitle("#frac{Data}{M.C.}");
frame2.GetXaxis().SetTitleSize(0.10);
frame2.GetYaxis().SetTitleSize(0.10);
frame2.GetXaxis().SetTitleOffset(1.0);
frame2.GetYaxis().SetTitleOffset(0.6);
frame2.GetXaxis().SetLabelSize(0.1);
frame2.GetYaxis().SetLabelSize(0.1);
frame2.GetYaxis().CenterTitle(True);
ROOT.SetOwnership(frame2,False);
line1 = TLine(0,1,TMath.TwoPi(),1);
line1.SetLineColor(kBlack);
line1.SetLineStyle(1);
line1.SetLineWidth(2);
line1.Draw("");
ROOT.SetOwnership(line1,False);
h1ratio = h1_data.Clone("h1ratio");
h1ratio.Reset();
h1ratio.Sumw2();
h1ratio.Divide(h1_data, h1_mc_rec, 1., 1., "G");
h1ratio.Draw("E0,same");
h1ratio.SetDirectory(0);
ROOT.SetOwnership(h1ratio,False);
date = datetime.date.today().strftime("%Y%m%d");
c1.Modified();
c1.Update();
ROOT.SetOwnership(c1,False);
c1.SaveAs("{0}_pp_13.6TeV_{1}_material_budget_vs_phi_rxy{2:2.1f}_{3:2.1f}cm_{4}{5}.eps".format(date, period, rmin, rmax, cutname, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_material_budget_vs_phi_rxy{2:2.1f}_{3:2.1f}cm_{4}{5}.pdf".format(date, period, rmin, rmax, cutname, suffix));
c1.SaveAs("{0}_pp_13.6TeV_{1}_material_budget_vs_phi_rxy{2:2.1f}_{3:2.1f}cm_{4}{5}.png".format(date, period, rmin, rmax, cutname, suffix));
rootfile_data.Close();
rootfile_mc .Close();
#_____________________________________________________________________
#_____________________________________________________________________
def check_material_rxy(filename_data, filename_mc, cutname, period, suffix):
rootfile_data = TFile.Open(filename_data, "READ");
rootfile_mc = TFile.Open(filename_mc , "READ");
rootdir_mc = rootfile_mc.Get("pcm-qc-mc");
list_gen = rootdir_mc.Get("Generated");
list_gen.Print();
h1ev_gen = list_gen.FindObject("hCollisionCounter").Clone("h1ev");
nev_gen = h1ev_gen.GetBinContent(4);
print("nev_gen = {0:e}".format(nev_gen));
h2_mc_gen = list_gen.FindObject("hPhotonRZ");
h2_mc_gen.Sumw2();
h1_mc_gen = h2_mc_gen.ProjectionY("h1_mc_gen");
h2_mc_gen.SetDirectory(0);
h1_mc_gen.SetDirectory(0);
ROOT.SetOwnership(h2_mc_gen,False);
ROOT.SetOwnership(h1_mc_gen,False);
h1_mc_gen.RebinX(5);
h1_mc_gen.Scale(1,"width");
h1_mc_gen.Scale(1/nev_gen);
h1_mc_gen.Scale(1/11.1);#nch
make_common_style(h1_mc_gen, 20, 1.0, kBlack, 1, 0);
rootdir_mc_rec = rootfile_mc.Get("pcm-qc-mc");
list_v0_mc_rec = rootdir_mc_rec.Get("V0");
list_ev_mc_rec = rootdir_mc_rec.Get("Event");
list_cut_mc_rec = list_v0_mc_rec.FindObject(cutname);
list_cut_mc_rec.Print();
h1ev_mc_rec = list_ev_mc_rec.FindObject("hCollisionCounter").Clone("h1ev");
nev_mc_rec = h1ev_mc_rec.GetBinContent(4);
print("nev_mc_rec = {0:e}".format(nev_mc_rec));
h1nch_mc_rec = list_ev_mc_rec.FindObject("hMultNTracksPV");
nch_mc_rec = h1nch_mc_rec.GetMean();
print("nch pv = ", nch_mc_rec);
h2_mc_rec = list_cut_mc_rec.FindObject("hGammaRPhi_recalc");
h2_mc_rec.Sumw2();
h2_mc_rec.RebinX(2);
h2_mc_rec.SetDirectory(0);
ROOT.SetOwnership(h2_mc_rec, False);
h1_mc_rec = h2_mc_rec.ProjectionY("h1_mc_rec");
h1_mc_rec.SetDirectory(0);
ROOT.SetOwnership(h1_mc_rec, False);
h1_mc_rec.Scale(1,"width");
h1_mc_rec.Scale(1/nev_mc_rec);
h1_mc_rec.Scale(1/nch_mc_rec);#nch
make_common_style(h1_mc_rec, 20, 1.0, kBlue+1, 1, 0);
rootdir_data = rootfile_data.Get("pcm-qc");
list_v0_data = rootdir_data.Get("V0");
list_ev_data = rootdir_data.Get("Event");
list_cut_data = list_v0_data.FindObject(cutname);
list_cut_data.Print();
h1ev_data = list_ev_data.FindObject("hCollisionCounter").Clone("h1ev");
nev_data = h1ev_data.GetBinContent(4);
print("nev_data = {0:e}".format(nev_data));
h1nch_data = list_ev_data.FindObject("hMultNTracksPV");
nch_data = h1nch_data.GetMean();
print("nch pv = ", nch_data);
h2_data = list_cut_data.FindObject("hGammaRPhi_recalc");
h2_data.Sumw2();
h2_data.RebinX(2);
h2_data.SetDirectory(0);
ROOT.SetOwnership(h2_data, False);
h1_data = h2_data.ProjectionY("h1_data");
h1_data.SetDirectory(0);
ROOT.SetOwnership(h1_data, False);
h1_data.Scale(1,"width");
h1_data.Scale(1/nev_data);
h1_data.Scale(1/nch_data);
make_common_style(h1_data, 20, 1.0, kRed+1, 1, 0);
c1 = TCanvas("c0","c0",0,0,800,800);
c1.Divide(1,2,0,0);
p1 = c1.cd(1);
p1.SetPad(0,0.35,1,1);
p1.SetMargin(0.16,0.03,0.0,0.03);
p1.SetTicks(1,1);
p1.SetLogy(1);
frame1 = p1.DrawFrame(0,4e-8,90,1e-2);
frame1.GetXaxis().SetTitle("conversion radius #it{R}_{xy} (cm)");
#frame1.GetYaxis().SetTitle("#frac{1}{<#it{N}_{ch}^{PV}> #upoint #it{N}_{ev}} #frac{d#it{N}_{#gamma}}{d#it{R}_{xy}} (cm)^{-1}");
frame1.GetYaxis().SetTitle("#frac{1}{<#it{N}_{ch}^{PV}>} #frac{1}{#it{N}_{ev}} #frac{d#it{N}_{#gamma}}{d#it{R}_{xy}} (cm)^{-1}");
frame1.GetXaxis().SetTitleSize(0.05);
frame1.GetYaxis().SetTitleSize(0.05);
frame1.GetXaxis().SetTitleOffset(1.1);
frame1.GetYaxis().SetTitleOffset(1.4);
frame1.GetXaxis().SetLabelSize(0.05);
frame1.GetYaxis().SetLabelSize(0.05);
#frame1.GetXaxis().SetLabelOffset(0.01);
#frame1.GetYaxis().SetLabelOffset(0.01);
ROOT.SetOwnership(frame1,False);