From 1a2c8fdc9933e4c897911d0b3c903325ecd140cf Mon Sep 17 00:00:00 2001
From: Shyam <shyam.kumar@cern.ch>
Date: Mon, 22 Jul 2024 14:26:56 +0200
Subject: [PATCH] DCAz resolution
---
.../doCompare_truth_real_widebins_dcaz.C | 225 ++++++++++++++++++
1 file changed, 225 insertions(+)
create mode 100755 benchmarks/tracking_performances/doCompare_truth_real_widebins_dcaz.C
diff --git a/benchmarks/tracking_performances/doCompare_truth_real_widebins_dcaz.C b/benchmarks/tracking_performances/doCompare_truth_real_widebins_dcaz.C
new file mode 100755
index 00000000..e8fff38c
--- /dev/null
+++ b/benchmarks/tracking_performances/doCompare_truth_real_widebins_dcaz.C
@@ -0,0 +1,225 @@
+// Code to compare the tracking performances: Truth seeding vs real seeding
+// Shyam Kumar; shyam.kumar@ba.infn.it; shyam055119@gmail.com
+
+#include "TGraphErrors.h"
+#include "TF1.h"
+#include "TRandom.h"
+#include "TCanvas.h"
+#include "TLegend.h"
+#include "TMath.h"
+#define mpi 0.139 // 1.864 GeV/c^2
+
+void draw_req_DCA(double etamin, double etamax, double xmin=0., double xmax=0.);
+void doCompare_truth_real_widebins_dcaz(TString particle = "pi-",double etamin=-1.0, double etamax=1.0, Bool_t drawreq=1, TString epic ="", TString eicrecon = "") // name = p, pt for getting p or pt dependence fitted results
+{
+
+//=== style of the plot=========
+ gStyle->SetPalette(1);
+ gStyle->SetOptTitle(1);
+ gStyle->SetTitleOffset(1.0,"XY");
+ gStyle->SetTitleSize(.04,"XY");
+ gStyle->SetLabelSize(.04,"XY");
+ gStyle->SetHistLineWidth(2);
+ gStyle->SetOptFit(1);
+ gStyle->SetOptStat(1);
+
+ const Int_t nptbins = 10;
+ double pt[nptbins] ={0.2, 0.3, 0.5,1.0, 1.5, 2.0, 5.0, 8.0, 10., 15.0};
+ Double_t variation = 0.1; // 10 % variation
+ std::vector<double> momV_truth, momV_real;
+ std::vector<double> dcaZresolV_truth, err_dcaZresolV_truth, dcaZresolV_real, err_dcaZresolV_real;
+ momV_truth.clear(); momV_real.clear(); dcaZresolV_truth.clear(); err_dcaZresolV_truth.clear(); dcaZresolV_real.clear(); err_dcaZresolV_real.clear();
+
+ TString symbolname = "";
+ if (particle == "pi-") symbolname = "#pi^{-}";
+ else symbolname = particle;
+ // Write the parameters in text file (for comparison)
+ ofstream outfile;
+ outfile.open ("DCAZ_resol.txt",ios_base::app);
+
+ TF1 *f1=new TF1("f1","FitPointingAngle",0.,30.0,2);
+ f1->SetParLimits(0,0.,50000);
+ f1->SetParLimits(1,0.,50000);
+
+
+ TCanvas *c_dcaz = new TCanvas("c_dcaz","c_dcaz",1400,1000);
+ c_dcaz->SetMargin(0.10, 0.05 ,0.1,0.05);
+ c_dcaz->SetGridy();
+
+ //Reading the root file
+ TFile *fDCA_truth, *fDCA_real;
+
+ TMultiGraph *mgDCAZ;
+ TLegend *lDCAZ;
+ mgDCAZ = new TMultiGraph("mgDCAZ",";p_{T} (GeV/c); #sigma_{DCA_{Z}} (#mum)");
+ lDCAZ = new TLegend(0.70,0.80,0.90,0.93);
+ lDCAZ->SetTextSize(0.03);
+ lDCAZ->SetBorderSize(0);
+ lDCAZ->SetHeader(Form("%s ePIC(%s/%s): %1.1f < #eta < %1.1f",symbolname.Data(),epic.Data(),eicrecon.Data(),etamin,etamax),"C");
+
+ fDCA_truth = TFile::Open(Form("./truthseed/%s/dca/final_hist_dca_truthseed.root",particle.Data()));
+ fDCA_real = TFile::Open(Form("./realseed/%s/dca/final_hist_dca_realseed.root",particle.Data()));
+
+ // Truth seeding histograms
+ TH3D *hist_d0z_truth = (TH3D*) fDCA_truth->Get("h_d0z_3d");
+ TH3D *hist_d0z_real = (TH3D*) fDCA_real->Get("h_d0z_3d");
+
+ // d0z calculation for truth/real (binning are same in both cases)
+ Int_t etamin_bin = hist_d0z_truth->GetYaxis()->FindBin(etamin+0.0001);
+ Int_t etamax_bin = hist_d0z_truth->GetYaxis()->FindBin(etamax-0.0001);
+
+ TF1 *func_truth = new TF1("func_truth","gaus",-0.5,0.5);
+ TF1 *func_real = new TF1("func_real","gaus",-0.5,0.5);
+
+ for(int iptbin=0; iptbin<nptbins; ++iptbin){
+
+ TCanvas *cp = new TCanvas("cp","cp",1400,1000);
+ cp->SetMargin(0.10, 0.05 ,0.1,0.07);
+
+ double ptmin = (1.0-variation)*pt[iptbin]; // 10% range
+ double ptmax = (1.0+variation)*pt[iptbin]; // 10% range
+
+ Int_t ptmin_bin = hist_d0z_truth->GetZaxis()->FindBin(ptmin+0.0001);
+ Int_t ptmax_bin = hist_d0z_truth->GetZaxis()->FindBin(ptmax-0.0001);
+
+ TH1D *histd0z_truth_1d = (TH1D*)hist_d0z_truth->ProjectionX(Form("histd0z_truth_eta%1.1f_%1.1f_pt%1.1f_%1.1f",etamin,etamax,ptmin,ptmax),etamin_bin,etamax_bin,ptmin_bin,ptmax_bin,"o");
+ histd0z_truth_1d->SetTitle(Form("d0_{z} (truth): %1.1f <#eta< %1.1f && %1.2f <p_{T}< %1.2f",etamin,etamax,ptmin,ptmax));
+ histd0z_truth_1d->SetName(Form("eta_%1.1f_%1.1f_d0z_truth_pt_%1.1f",etamin,etamax,pt[iptbin]));
+ if (histd0z_truth_1d->GetEntries()<100) continue;
+ double mu_truth = histd0z_truth_1d->GetMean();
+ double sigma_truth = histd0z_truth_1d->GetStdDev();
+ func_truth->SetRange(mu_truth-2.0*sigma_truth,mu_truth+2.0*sigma_truth); // fit with in 2 sigma range
+ histd0z_truth_1d->Fit(func_truth,"NR+");
+ mu_truth = func_truth->GetParameter(2);
+ sigma_truth = func_truth->GetParError(2);
+ func_truth->SetRange(mu_truth-2.0*sigma_truth,mu_truth+2.0*sigma_truth); // fit with in 2 sigma range
+ histd0z_truth_1d->Fit(func_truth,"R+");
+ float truth_par2 = func_truth->GetParameter(2)*10000; // cm to mum 10000 factor
+ float truth_par2_err = func_truth->GetParError(2)*10000;
+ momV_truth.push_back(pt[iptbin]);
+ dcaZresolV_truth.push_back(truth_par2);
+ err_dcaZresolV_truth.push_back(truth_par2_err);
+
+ TH1D *histd0z_real_1d = (TH1D*)hist_d0z_real->ProjectionX(Form("histd0z_real_eta%1.1f_%1.1f_pt%1.1f_%1.1f",etamin,etamax,ptmin,ptmax),etamin_bin,etamax_bin,ptmin_bin,ptmax_bin,"o");
+ histd0z_real_1d->SetTitle(Form("d0_{z} (real): %1.1f <#eta< %1.1f && %1.2f <p_{T}< %1.2f",etamin,etamax,ptmin,ptmax));
+ histd0z_real_1d->SetName(Form("eta_%1.1f_%1.1f_d0z_real_pt_%1.1f",etamin,etamax,pt[iptbin]));
+
+ if (histd0z_real_1d->GetEntries()<100) continue;
+ double mu_real = histd0z_real_1d->GetMean();
+ double sigma_real = histd0z_real_1d->GetStdDev();
+ func_real->SetRange(mu_real-2.0*sigma_real,mu_real+2.0*sigma_real); // fit with in 2 sigma range
+ histd0z_real_1d->Fit(func_real,"NR+");
+ mu_real = func_real->GetParameter(1);
+ sigma_real = func_real->GetParameter(2);
+ func_real->SetRange(mu_real-2.0*sigma_real,mu_real+2.0*sigma_real); // fit with in 2 sigma range
+ histd0z_real_1d->Fit(func_real,"R+");
+ float real_par2 = func_real->GetParameter(2)*10000; // cm to mum 10000 factor
+ float real_par2_err = func_real->GetParError(2)*10000;
+ momV_real.push_back(pt[iptbin]);
+ dcaZresolV_real.push_back(real_par2);
+ err_dcaZresolV_real.push_back(real_par2_err);
+
+ cp->cd();
+ histd0z_truth_1d->Draw();
+ cp->SaveAs(Form("Debug_Plots/truth/%s/dca/truth_dcaz_resol_mom%1.1f_%1.1f_eta_%1.1f.png",particle.Data(),pt[iptbin],etamin,etamax));
+ cp->Clear();
+ cp->cd();
+ histd0z_real_1d->Draw();
+ cp->SaveAs(Form("Debug_Plots/real/%s/dca/real_dcaz_resol_mom%1.1f_%1.1f_eta_%1.1f.png",particle.Data(),pt[iptbin],etamin,etamax));
+ } // ptbin
+
+ const int size_truth = momV_truth.size();
+ double pt_truth[size_truth], err_pt_truth[size_truth], sigma_dcaz_truth[size_truth], err_sigma_dcaz_truth[size_truth];
+
+ for (int i=0; i<size_truth; i++){
+ pt_truth[i] = momV_truth.at(i);
+ sigma_dcaz_truth[i] = dcaZresolV_truth.at(i);
+ err_sigma_dcaz_truth[i] = err_dcaZresolV_truth.at(i);
+ err_pt_truth[i] = 0.;
+ }
+
+ const int size_real = momV_real.size();
+ double pt_real[size_real], err_pt_real[size_real], sigma_dcaz_real[size_real], err_sigma_dcaz_real[size_real];
+
+ for (int i=0; i<size_real; i++){
+ pt_real[i] = momV_real.at(i);
+ sigma_dcaz_real[i] = dcaZresolV_real.at(i);
+ err_sigma_dcaz_real[i] = err_dcaZresolV_real.at(i);
+ err_pt_real[i] = 0.;
+ }
+
+ TFile *fout = new TFile(Form("Final_Results/%s/dca/dcaz_resol_%1.1f_eta_%1.1f.root",particle.Data(),etamin,etamax),"recreate");
+ TGraphErrors *gr1 = new TGraphErrors(size_truth,pt_truth,sigma_dcaz_truth,err_pt_truth,err_sigma_dcaz_truth);
+ gr1->SetName("gr_truthseed");
+ gr1->SetMarkerStyle(25);
+ gr1->SetMarkerColor(kMagenta);
+ gr1->SetMarkerSize(2.0);
+ gr1->SetTitle(";p_{T} (GeV/c); #sigma_{DCA_{Z}} (#mum)");
+ gr1->GetXaxis()->CenterTitle();
+ gr1->GetYaxis()->CenterTitle();
+
+ TGraphErrors *gr2 = new TGraphErrors(size_real,pt_real,sigma_dcaz_real,err_pt_real,err_sigma_dcaz_real);
+ gr2->SetName("gr_realseed");
+ gr2->SetMarkerStyle(34);
+ gr2->SetMarkerColor(kRed);
+ gr2->SetMarkerSize(2.0);
+ gr2->SetTitle(";p_{T} (GeV/c); #sigma_{DCA_{Z}} (#mum)");
+ gr2->GetXaxis()->CenterTitle();
+ gr2->GetYaxis()->CenterTitle();
+
+ //mgDCAZ->Add(gr1);
+ mgDCAZ->Add(gr2);
+ c_dcaz->cd();
+ //c_dcaz->SetLogy();
+ mgDCAZ->GetXaxis()->SetRangeUser(0.18,mgDCAZ->GetXaxis()->GetXmax());
+ mgDCAZ->GetYaxis()->SetRangeUser(0.0,1.50*TMath::MaxElement(gr2->GetN(),gr2->GetY()));
+ mgDCAZ->Draw("AP");
+ // lDCAZ->AddEntry(gr1,"Truth Seeding");
+ lDCAZ->AddEntry(gr2,"Realistic Seeding");
+ lDCAZ->Draw("same");
+ // draw_req_DCA(etamin,etamax,0.,mgDCAZ->GetXaxis()->GetXmax());
+ c_dcaz->SaveAs(Form("Final_Results/%s/dca/dcaz_resol_%1.1f_eta_%1.1f.png",particle.Data(),etamin,etamax));
+
+ // Write the numbers in output file for comparisons
+ outfile<<"ePIC"<<setw(20)<<epic.Data()<<setw(20)<<"EICRecon"<<setw(20)<<eicrecon.Data()<<endl;
+ outfile<<"Etamin"<<setw(20)<<"Etamax"<<setw(20)<<"Pt (GeV/c) \t"<<setw(20)<<"DCAz Resol #mum (Real)"<<endl;
+ for (Int_t i = 0; i<gr1->GetN(); ++i){
+ double x,ytrue, yreal;
+ gr2->GetPoint(i,x,yreal);
+ outfile<<etamin<<setw(20)<<etamax<<setw(20)<<x<<setw(20)<<yreal<<endl;
+ }
+ outfile.close();
+ fout->cd();
+ mgDCAZ->SetName(Form("dcaz_resol_%1.1f_eta_%1.1f",etamin,etamax));
+ mgDCAZ->Write();
+ fout->Close();
+}
+
+//From Yellow report from section 11.2.2
+//===Fit Pointing Resolution
+float FitPointingAngle(Double_t *x, Double_t *par)
+{
+ float func = sqrt((par[0]*par[0])/(x[0]*x[0])+par[1]*par[1]);
+ return func;
+}
+
+void draw_req_DCA(double etamin, double etamax, double xmin=0., double xmax=0.)
+{
+ TF1 *PWGReq_DCA2D;
+ if (etamin >= -3.5 && etamax <= -2.5) PWGReq_DCA2D = new TF1("PWGReq_DCA2D", "TMath::Sqrt((30./x)^2+40.0^2)",xmin,xmax);
+ else if (etamin >= -2.5 && etamax <= -1.0) PWGReq_DCA2D = new TF1("PWGReq_DCA2D", "TMath::Sqrt((30./x)^2+20.0^2)",xmin,xmax);
+ else if (etamin >= -1.0 && etamax <= 1.0) PWGReq_DCA2D = new TF1("PWGReq_DCA2D", "TMath::Sqrt((20./x)^2+5.0^2)",xmin,xmax);
+ else if (etamin >= 1.0 && etamax <= 2.5) PWGReq_DCA2D = new TF1("PWGReq_DCA2D", "TMath::Sqrt((30./x)^2+20.0^2)",xmin,xmax);
+ else if (etamin >= 2.5 && etamax <= 3.5) PWGReq_DCA2D = new TF1("PWGReq_DCA2D", "TMath::Sqrt((30./x)^2+40.0^2)",xmin,xmax);
+ else return;
+ PWGReq_DCA2D->SetLineStyle(7);
+ PWGReq_DCA2D->SetLineWidth(3.0);
+ PWGReq_DCA2D->SetLineColor(kBlue);
+ PWGReq_DCA2D->Draw("same");
+
+ TLegend *l= new TLegend(0.70,0.75,0.90,0.80);
+ l->SetTextSize(0.03);
+ l->SetBorderSize(0);
+ l->AddEntry(PWGReq_DCA2D,"PWGReq","l");
+ l->Draw("same");
+}
--
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