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Resolve "pi0 resolution for ECal barrel"

Merged Marshall Scott requested to merge 19-pi0-resolution-for-ecal-barrel into master
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@@ -20,6 +20,8 @@
#include "TF1.h"
#include "TH1D.h"
#include <TFitResult.h>
#include "TSystem.h"
#include <fstream>
using ROOT::RDataFrame;
using namespace ROOT::VecOps;
@@ -51,9 +53,17 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
{"quantity", "resolution (in %)"},
{"target", std::to_string(resolutionTarget)}}};
*/
//gSystem->Exec("cp sim_output/sim_emcal_barrel_uniform_pions.root results/sim_emcal_barrel_uniform_pions.root");
ROOT::EnableImplicitMT();
ROOT::RDataFrame d0("events", input_fname);
auto colNames = d0.GetColumnNames();
ofstream out;
out.open("results/column_list.txt");
for (auto &&col : colNames){out << col << endl;}
out.close();
// Thrown Energy [GeV]
auto Ethr = [](std::vector<dd4pod::Geant4ParticleData> const& input) {
std::vector<double> result;
@@ -106,7 +116,7 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
return result;
};
// Relative Energy Resolution = (Esampling - Ethrown)/Ethrown
// Relative Energy Resolution = (Esampling - Ethrown)/Esampling
auto eResol_rel = [](const std::vector<double>& sampled, const std::vector<double>& thrown) {
std::vector<double> result;
auto it_sam = sampled.cbegin();
@@ -180,8 +190,8 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
//Energy Resolution Work
auto hdE = d1.Histo1D({"hdE", "dE; dE[GeV]; Events", 20, -7.5, 7.5}, "dE");//changed from 100
auto hdE_rel = d1.Histo1D({"hdE_rel", "dE Relative; dE Relative; Events", 20, -7.5, 7.5}, "dE_rel");//changed from 100
hdE_rel->Fit("gaus", "", "", -7.5, 7.5);
double* res = hdE_rel->GetFunction("gaus")->GetParameters();
//hdE_rel->Fit("gaus", "", "", -7.5, 7.5);
//double* res = hdE_rel->GetFunction("gaus")->GetParameters();
//Pass/Fail
/*
@@ -191,7 +201,7 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
pion0_energy_resolution.fail(res[2]);
}
*/
std::printf("Energy Resolution is %f\n", res[2]);
//std::printf("Energy Resolution is %f\n", res[2]);
//Energy Resolution Histogram Plotting
auto *cdE = new TCanvas("cdE", "cdE", 700, 500);
@@ -207,8 +217,8 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
hdE_rel->GetYaxis()->SetTitleOffset(1.4);
hdE_rel->SetLineWidth(2);
hdE_rel->SetLineColor(kBlue);
hdE_rel->GetFunction("gaus")->SetLineWidth(2);
hdE_rel->GetFunction("gaus")->SetLineColor(kRed);
//hdE_rel->GetFunction("gaus")->SetLineWidth(2);
//hdE_rel->GetFunction("gaus")->SetLineColor(kRed);
hdE_rel->DrawClone();
cdE_rel->SaveAs("results/emcal_barrel_pi0_dE_rel.png");
cdE_rel->SaveAs("results/emcal_barrel_pi0_dE_rel.pdf");
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