SCEPCal ntuplizer and plotter #323
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| #!/usr/bin/env python3 | ||
| import ROOT | ||
| import argparse | ||
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| ROOT.EnableImplicitMT() | ||
| print ("Load cxx analyzers ... ") | ||
| ROOT.gSystem.Load("libFCCAnalyses") | ||
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| ROOT.gErrorIgnoreLevel = ROOT.kFatal | ||
| _fcc = ROOT.dummyLoader | ||
| ROOT.gInterpreter.Declare("using namespace FCCAnalyses;") | ||
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| #/afs/cern.ch/work/f/fcetorel/private/work2/SCEPCAL/SCEPCALsim/SCEPCALsimG4Components/test/data/ | ||
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| parser = argparse.ArgumentParser() | ||
| parser.add_argument("-inputFilesName", help = "name of the input rootfiles", type = str) | ||
| parser.add_argument("-baseFolder",help = "folder for the rootfiles", type = str) | ||
| args = parser.parse_args() | ||
| NBITS = 27 | ||
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| print('Create RDataFrame ...') | ||
| df = ROOT.RDataFrame('events', args.baseFolder + "/" + args.inputFilesName) | ||
| print('Apply selectors and define new branches ...') | ||
| df = (df | ||
| .Define('SimCaloHit_cellID', 'CaloNtupleizer::getSimCellID (SimCalorimeterHits)') | ||
| .Define('SimCaloHit_depth', 'CaloNtupleizer::getSimCaloHit_depth(SimCalorimeterHits, %i )'%NBITS) | ||
| .Define('SimCaloHit_energy', 'CaloNtupleizer::getSimCaloHit_energy (SimCalorimeterHits)') | ||
| .Define('SimCaloHit_r', 'CaloNtupleizer::getSimCaloHit_r(SimCalorimeterHits)') | ||
| .Define('SimCaloHit_x', 'CaloNtupleizer::getSimCaloHit_x (SimCalorimeterHits)') | ||
| .Define('SimCaloHit_y', 'CaloNtupleizer::getSimCaloHit_y (SimCalorimeterHits)') | ||
| .Define('SimCaloHit_z', 'CaloNtupleizer::getSimCaloHit_z (SimCalorimeterHits)') | ||
| .Define('SimCaloHit_eta', 'CaloNtupleizer::getSimCaloHit_eta (SimCalorimeterHits)') | ||
| .Define('SimCaloHit_phi', 'CaloNtupleizer::getSimCaloHit_phi (SimCalorimeterHits)') | ||
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| .Define('SimCaloHitC_cellID', 'CaloNtupleizer::getSimCellID (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_depth', 'CaloNtupleizer::getSimCaloHit_depth(SimCalorimeterHits, %i)'%NBITS) | ||
| .Define('SimCaloHitC_energy', 'CaloNtupleizer::getSimCaloHit_energy (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_r', 'CaloNtupleizer::getSimCaloHit_r (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_x', 'CaloNtupleizer::getSimCaloHit_x (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_y', 'CaloNtupleizer::getSimCaloHit_y (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_z', 'CaloNtupleizer::getSimCaloHit_z (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_eta', 'CaloNtupleizer::getSimCaloHit_eta (SimCalorimeterHitsCherenkov)') | ||
| .Define('SimCaloHitC_phi', 'CaloNtupleizer::getSimCaloHit_phi (SimCalorimeterHitsCherenkov)') | ||
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| .Define('MCparticle_energy', 'MCParticle::get_e (GenParticles)') | ||
| .Define('MCparticle_px', 'MCParticle::get_px (GenParticles)') | ||
| .Define('MCparticle_py', 'MCParticle::get_py (GenParticles)') | ||
| .Define('MCparticle_pz', 'MCParticle::get_pz (GenParticles)') | ||
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| ) | ||
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| outfilename = 'flatNtupla_'+ args.inputFilesName | ||
| print(f'Writing snapshot to disk ... \t{outfilename}') | ||
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| df.Snapshot('events', outfilename, | ||
| [ | ||
| 'SimCaloHit_cellID', | ||
| 'SimCaloHit_depth', | ||
| 'SimCaloHit_energy', | ||
| 'SimCaloHit_r', | ||
| 'SimCaloHit_x', | ||
| 'SimCaloHit_y', | ||
| 'SimCaloHit_z', | ||
| 'SimCaloHit_eta', | ||
| 'SimCaloHit_phi', | ||
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| 'SimCaloHitC_cellID', | ||
| 'SimCaloHitC_depth', | ||
| 'SimCaloHitC_energy', | ||
| 'SimCaloHitC_r', | ||
| 'SimCaloHitC_x', | ||
| 'SimCaloHitC_y', | ||
| 'SimCaloHitC_z', | ||
| 'SimCaloHitC_eta', | ||
| 'SimCaloHitC_phi', | ||
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| 'MCparticle_energy', | ||
| 'MCparticle_px', | ||
| 'MCparticle_py', | ||
| 'MCparticle_pz', | ||
| ] | ||
| ) |
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| #!/usr/bin/env python | ||
| ### Produce very simple preliminary plots, no cuts applied, no matching of Cherenkov - Scintillation | ||
| import sys, os | ||
| import ROOT | ||
| from array import array | ||
| import argparse | ||
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| ROOT.gStyle.SetOptStat(0) | ||
| ROOT.gStyle.SetOptFit(1) | ||
| ROOT.gStyle.SetOptTitle(0) | ||
| ROOT.gStyle.SetLabelSize(0.05,'X') | ||
| ROOT.gStyle.SetLabelSize(0.05,'Y') | ||
| ROOT.gStyle.SetTitleSize(0.06,'X') | ||
| ROOT.gStyle.SetTitleSize(0.06,'Y') | ||
| ROOT.gStyle.SetTitleOffset(0.8,'X') | ||
| ROOT.gStyle.SetTitleOffset(0.8,'Y') | ||
| ROOT.gStyle.SetLegendFont(42) | ||
| ROOT.gStyle.SetLegendTextSize(0.038) | ||
| ROOT.gStyle.SetPadTopMargin(0.07) | ||
| ROOT.gROOT.SetBatch(True) | ||
| ROOT.gErrorIgnoreLevel = ROOT.kWarning | ||
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| parser = argparse.ArgumentParser(description='Module characterization summary plots') | ||
| parser.add_argument("--inputFile", required=True, type=str, help="path to inputfile.root [output of ntuplizer]") | ||
| parser.add_argument("--outFolder", required=True, type=str, help="out folder for plots") | ||
| args = parser.parse_args() | ||
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| # input file should be flat ntupla from ntuplizer | ||
| outdir = args.outFolder | ||
| inputfile = args.inputFile | ||
| os.makedirs(outdir, exist_ok=True) | ||
| #os.system("cp /eos/user/f/fcetorel/www/index.php %s"%outdir) | ||
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| #Open the file - add some branches - create the canvas | ||
| d = ROOT.RDataFrame("events", inputfile) | ||
| d = d.Define("multiplicityS", "SimCaloHit_energy.size()")\ | ||
| .Define("multiplicityC", "SimCaloHitC_energy.size()")\ | ||
| .Define("etaHitsS", "SimCaloHit_eta.size()")\ | ||
| .Define("phiHitsS", "SimCaloHit_phi.size()")\ | ||
| .Define("enetotF", "Sum(SimCaloHit_energy[SimCaloHit_depth == 1])")\ | ||
| .Define("enetotR", "Sum(SimCaloHit_energy[SimCaloHit_depth == 2])")\ | ||
| .Define("enetot", "Sum(SimCaloHit_energy)")\ | ||
| .Define("HitEnergyMax", "Max(SimCaloHit_energy)")\ | ||
| .Define("indexHitEnergyMax", "ArgMax(SimCaloHit_energy)")\ | ||
| .Define("etaMaxHit", "SimCaloHit_eta[indexHitEnergyMax]")\ | ||
| .Define("phiMaxHit", "SimCaloHit_phi[indexHitEnergyMax]")\ | ||
| .Define("rMaxHit", "SimCaloHit_r[indexHitEnergyMax]")\ | ||
| .Define("xMaxHit", "SimCaloHit_x[indexHitEnergyMax]")\ | ||
| .Define("yMaxHit", "SimCaloHit_y[indexHitEnergyMax]")\ | ||
| .Define("indexHitCherMax", "ArgMax(SimCaloHitC_energy)")\ | ||
| .Define("etaMaxHitC", "SimCaloHit_eta[indexHitCherMax]")\ | ||
| .Define("phiMaxHitC", "SimCaloHit_phi[indexHitCherMax]")\ | ||
| .Define("rMaxHitC", "SimCaloHit_r[indexHitCherMax]")\ | ||
| .Define("xMaxHitC", "SimCaloHit_x[indexHitCherMax]")\ | ||
| .Define("yMaxHitC", "SimCaloHit_y[indexHitCherMax]") | ||
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| c = ROOT.TCanvas("c","",800,600) | ||
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| #Get the En from the file | ||
| pGunEnergy = d.Histo1D ( ("pGunEnergy", "pGunEnergy", 50, 0, 50) , "MCparticle_energy" ).GetMean() | ||
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| #Define the histos 1D | ||
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| myhistos1D = {} | ||
| #myhistos1D.append(d.Histo1D ( , "" )) | ||
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| myhistos1D["hMultiplicityS"] = d.Histo1D ( ("hMultiplicityS", "hMultiplicityS", 1500, 0, 1500) , "multiplicityS" ) | ||
| myhistos1D["hMultiplicityC"] = d.Histo1D ( ("hMultiplicityC", "hMultiplicityC", 1500, 0, 1500) , "multiplicityC" ) | ||
| myhistos1D["hEtaHits"] = d.Histo1D (("hEtaHits", "hEtaHits", 100, -10, 10) , "etaHitsS" ) | ||
| myhistos1D["hPhiHits"] = d.Histo1D (("hPhiHits", "hPhiHits", 100, -6.28, 6.28), "phiHitsS" ) | ||
| myhistos1D["hEneHits"] = d.Histo1D (("hEneHits", ";Hit energy [GeV]; Counts", 1000, 0, pGunEnergy*1.25), "SimCaloHit_energy" ) | ||
| myhistos1D["hTotEne"] = d.Histo1D (("hTotEne", " ;Total energy deposited [GeV]; Counts", 1000, 0, pGunEnergy*1.25), "enetot" ) | ||
| myhistos1D["hTotEneF"] = d.Histo1D (("hTotEneF"," ;Total energy deposited [GeV]; Counts", 1000, 0, pGunEnergy*1.25), "enetotF" ) | ||
| myhistos1D["hTotEneR"] = d.Histo1D (("hTotEneR"," ;Total energy deposited [GeV]; Counts", 1000, 0, pGunEnergy*1.25), "enetotR" ) | ||
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| #Define the histos 2D | ||
| myhistos2D = {} | ||
| #myhistos2D.append(d.Histo2D (, "" )) | ||
| myhistos2D["hScatterMultiplicity"] = d.Histo2D (("hScatterMultiplicity", ";S hits multiplicity; C hits multiplicity", 300, 0, 1500, 300, 0, 1500), "multiplicityS", "multiplicityC" ) | ||
| #myhistos2D.append(d.Histo2D (("hScatterCS", "", 1000, 0, 20, 1000, 0, 1000), "" , "")) | ||
| myhistos2D["hTotEne_vs_eta"] = d.Histo2D (("hTotEne_vs_eta", ";#eta;Tot energy [GeV]", 100, -3.2, 3.2 , 1000, 0, pGunEnergy*1.25), "etaMaxHit" , "enetot") | ||
| myhistos2D["hTotEne_vs_phi"] = d.Histo2D (("hTotEne_vs_phi", ";#Phi;Tot energy [GeV]", 100, -3.2, 3.2 , 1000, 0, pGunEnergy*1.25), "phiMaxHit" , "enetot" ) | ||
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| ### Now drawing | ||
| ROOT.gStyle.SetOptStat(1) | ||
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| for key, h in myhistos1D.items(): | ||
| c.Clear() | ||
| c.cd() | ||
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| #h.GetXaxis().SetRangeUser(0, h.GetMean()+ h.GetRMS()*5) | ||
| h.Draw() | ||
| c.SetLogy(0) | ||
| c.SaveAs("%s/histo1D_%s.png"%(outdir,key)) | ||
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| c.SetLogy() | ||
| c.SaveAs("%s/log_histo1D_%s.png"%(outdir,key)) | ||
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| ROOT.gStyle.SetOptStat(0) | ||
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| for key, h in myhistos2D.items(): | ||
| c.Clear() | ||
| c.cd() | ||
| h.Draw("COLZ") | ||
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| c.SetLogy(0) | ||
| c.SaveAs("%s/histo2D_%s.png"%(outdir,key)) | ||
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| ### Ene Hits | ||
| myhistos1D["hEneHits"].SetStats(0) | ||
| c.SetLogy() | ||
| c.SetLogx() | ||
| myhistos1D["hEneHits"].GetXaxis().SetRangeUser(0.05,pGunEnergy*1.1) | ||
| myhistos1D["hEneHits"].Draw("") | ||
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| c.SaveAs("%s/cSCEP_EneHits.png"%outdir) | ||
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| c.SetLogx(0) | ||
| ### Energy | ||
| myhistos1D["hTotEne"].SetStats(0) | ||
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| ROOT.gStyle.SetOptStat(1) | ||
| myhistos1D["hTotEne"].SetStats(1) | ||
| myhistos1D["hTotEne"].GetXaxis().SetRangeUser(pGunEnergy*0.7,pGunEnergy*1.1) | ||
| myhistos1D["hTotEne"].Draw("") | ||
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| c.SetLogy(1) | ||
| c.SaveAs("%s/cSCEP_TotEnergy.png"%outdir) | ||
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| c.Clear() | ||
| c.SetLogy(0) | ||
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| ### Histo multiplicity | ||
| ROOT.gStyle.SetOptStat(0) | ||
| myhistos2D["hScatterMultiplicity"].SetStats(0) | ||
| myhistos2D["hScatterMultiplicity"].GetXaxis().SetRangeUser(10, myhistos1D["hMultiplicityS"].GetMean()+ myhistos1D["hMultiplicityS"].GetRMS()*5) | ||
| myhistos2D["hScatterMultiplicity"].GetYaxis().SetRangeUser(10, myhistos1D["hMultiplicityS"].GetMean()+ myhistos1D["hMultiplicityS"].GetRMS()*5) | ||
| myhistos2D["hScatterMultiplicity"].Draw("COLZ") | ||
| #c.SetLogz() | ||
| c.SaveAs("%s/cSCEP_ScatterMultiplicity.png"%outdir) | ||
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| # ETA | ||
| ROOT.gStyle.SetOptStat(0) | ||
| myhistos2D["hTotEne_vs_eta"].SetStats(0) | ||
| myhistos2D["hTotEne_vs_eta"].GetYaxis().SetRangeUser(pGunEnergy*0.6,pGunEnergy*1.1) | ||
| myhistos2D["hTotEne_vs_eta"].Draw("COLZ") | ||
| #c.SetLogz() | ||
| c.SaveAs("%s/cSCEP_hTotEne_vs_eta.png"%outdir) | ||
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| #PHI | ||
| myhistos2D["hTotEne_vs_phi"].SetStats(0) | ||
| myhistos2D["hTotEne_vs_phi"].GetYaxis().SetRangeUser(pGunEnergy*0.6,pGunEnergy*1.1) | ||
| myhistos2D["hTotEne_vs_phi"].Draw("COLZ") | ||
| #c.SetLogz() | ||
| c.SaveAs("%s/cSCEP_hTotEne_vs_phi.png"%outdir) | ||
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| ##### Energy sharing plots | ||
| c.Clear() | ||
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| ROOT.gStyle.SetOptStat(0) | ||
| myhistos1D["hTotEne"].Draw() | ||
| myhistos1D["hTotEne"].GetXaxis().SetRangeUser(0,pGunEnergy*1.1) | ||
| myhistos1D["hTotEne"].SetStats(0) | ||
| #myhistos1D["hTotEne"].SetTitle(0) | ||
| myhistos1D["hTotEne"].SetLineWidth(2) | ||
| myhistos1D["hTotEne"].GetXaxis().SetTitle("Energy deposited in SCEPCAL [GeV]") | ||
| myhistos1D["hTotEne"].GetYaxis().SetTitle("Counts") | ||
| myhistos1D["hTotEne"].GetYaxis().SetRangeUser(1, myhistos1D["hTotEne"].GetMaximum()*5) | ||
| myhistos1D["hTotEne"].SetLineColor(1) | ||
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| myhistos1D["hTotEneF"].SetStats(0) | ||
| myhistos1D["hTotEneF"].SetLineColor(416 + 1) | ||
| myhistos1D["hTotEneF"].SetLineWidth(2) | ||
| myhistos1D["hTotEneF"].Draw("same") | ||
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| myhistos1D["hTotEneR"].SetStats(0) | ||
| myhistos1D["hTotEneR"].SetLineColor(600) | ||
| myhistos1D["hTotEneR"].SetLineWidth(2) | ||
| myhistos1D["hTotEneR"].Draw("same") | ||
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| leg = ROOT.TLegend(0.15,0.68,0.45,0.88) | ||
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| h = myhistos1D["hTotEne"] | ||
| leg.AddEntry( "hTotEneF" , "Front crystal", "lp") | ||
| leg.AddEntry("hTotEneR" , "Rear crystal", "lp") | ||
| leg.AddEntry( "hTotEne" , "Total", "lp") | ||
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| leg.Draw("same") | ||
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| c.SetLogy() | ||
| c.SaveAs("%s/cSCEP_EneSharing.png"%outdir) | ||
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| ### nHits plots | ||
| c.Clear() | ||
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| ROOT.gStyle.SetOptStat(0) | ||
| myhistos1D["hMultiplicityS"].Draw("") | ||
| myhistos1D["hMultiplicityS"].SetStats(0) | ||
| myhistos1D["hMultiplicityC"].SetStats(0) | ||
| myhistos1D["hMultiplicityS"].GetXaxis().SetTitle("Hits Multiplicity") | ||
| myhistos1D["hMultiplicityS"].GetYaxis().SetTitle("Counts") | ||
| myhistos1D["hMultiplicityS"].GetYaxis().SetRangeUser(1, myhistos1D["hTotEne"].GetMaximum()*5) | ||
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| myhistos1D["hMultiplicityS"].SetLineColor(416 + 1) | ||
| myhistos1D["hMultiplicityS"].SetLineWidth(2) | ||
| myhistos1D["hMultiplicityS"].Draw("") | ||
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| myhistos1D["hMultiplicityC"].SetLineColor(600) | ||
| myhistos1D["hMultiplicityC"].SetLineWidth(2) | ||
| myhistos1D["hMultiplicityC"].Draw("same") | ||
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| leg = ROOT.TLegend(0.15,0.68,0.45,0.88) | ||
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| leg.AddEntry( "hMultiplicityS" , "Scintillation", "lp") | ||
| leg.AddEntry( "hMultiplicityC" , "Cherenkov", "lp") | ||
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| leg.Draw("same") | ||
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| c.SetLogy() | ||
| c.SaveAs("%s/cSCEP_Multiplicity.png"%outdir) | ||
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Can you move this file into a subdirectory in
scriptsorexamples?There was a problem hiding this comment.
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Moved
SCEPCal_plotsintoexamples/FCCee