Resolve "pi0 resolution for ECal barrel"

Closes #19 (closed)

benchmarks/barrel_ecal/scripts/emcal_barrel_pions_analysis.cxx

@@ -10,8 +10,8 @@
 #include "dd4pod/CalorimeterHitCollection.h"
 
 //#include <detector_benchmarks/include/benchmark.h>
-#include <mt.h>
-#include <util.h>
+//#include "mt.h"
+//#include "util.h"
 
 #include "TCanvas.h"
 #include "TStyle.h"
@@ -19,6 +19,7 @@
 #include "TH1.h"
 #include "TF1.h"
 #include "TH1D.h"
+#include <TFitResult.h>
 
 using ROOT::RDataFrame;
 using namespace ROOT::VecOps;
@@ -83,13 +84,47 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
     return result;
   };
 
+  // Sampling fraction = Esampling / Ethrown, revised
+  auto fsam2 = [](const std::vector<double>& sampled, const std::vector<double>& thrown) {
+    std::vector<double> result;
+    auto it_sam = sampled.cbegin();
+    auto it_thr = thrown.cbegin();
+    for (; it_sam != sampled.end() && it_thr != thrown.end(); ++it_sam, ++it_thr) {
+        result.push_back(*it_sam / *it_thr);
+    }
+    return result;
+  };
+
+  // Energy Resolution = Esampling - Ethrown
+  auto eResol = [](const std::vector<double>& sampled, const std::vector<double>& thrown) {
+    std::vector<double> result;
+    auto it_sam = sampled.cbegin();
+    auto it_thr = thrown.cbegin();
+    for (; it_sam != sampled.end() && it_thr != thrown.end(); ++it_sam, ++it_thr) {
+        result.push_back(*it_sam - *it_thr);
+    }
+    return result;
+  };
+
+  // Relative Energy Resolution = (Esampling - Ethrown)/Ethrown
+  auto eResol_rel = [](const std::vector<double>& sampled, const std::vector<double>& thrown) {
+    std::vector<double> result;
+    auto it_sam = sampled.cbegin();
+    auto it_thr = thrown.cbegin();
+    for (; it_sam != sampled.end() && it_thr != thrown.end(); ++it_sam, ++it_thr) {
+        result.push_back((*it_sam - *it_thr) / *it_sam);
+    }
+    return result;
+  };
+
   // Define variables
   auto d1 = d0.Define("Ethr",  Ethr,  {"mcparticles"})
-	      .Define("nhits", nhits, {"EcalBarrelHits"})
-	      .Define("Esim",  Esim,  {"EcalBarrelHits"})
-	      .Define("fsam",  fsam,  {"Esim","Ethr"})
-        .Define("dE", "Ethr-Esim")
-        .Define("dE_rel", "(Ethr - Esim)/Esim")
+	      .Define("nhits",  nhits,      {"EcalBarrelHits"})
+	      .Define("Esim",   Esim,       {"EcalBarrelHits"})
+	      //.Define("fsam",  fsam,  {"Esim","Ethr"})
+        .Define("fsam",   fsam2,      {"Esim","Ethr"})
+        .Define("dE",     eResol,     {"Esim", "Ethr"})
+        .Define("dE_rel", eResol_rel, {"Esim", "Ethr"})
 	      ;
 
   // Define Histograms
@@ -143,10 +178,12 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
   c4->SaveAs("results/emcal_barrel_pions_fsam.pdf");
 
   //Energy Resolution Work
-  auto hdE          = d1.Histo1D({"hdE",      "dE; dE[GeV]; Events",              100, -7.5, 7.5}, "dE");
-  auto hdE_rel      = d1.Histo1D({"hdE_rel",  "dE Relative; dE Relative; Events", 100, -7.5, 7.5}, "dE_rel");
-  auto f1           = hdE_rel->Fit("gaus", "S");
+  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
+  TFitResultPtr f1  = hdE_rel->Fit("gaus", "S");
   const double* res = f1->GetParams();
+  auto tf1          = new TF1("", "TMath::Gaus(x, [0], [1], [2])", -7.5, 7.5);
+  tf1               -> SetParameters(res[0], res[1], res[2]); 
 
   //Pass/Fail
   /*
@@ -160,7 +197,7 @@ void emcal_barrel_pions_analysis(const char* input_fname = "sim_output/sim_emcal
 
   //Energy Resolution Histogram Plotting
   auto *cdE = new TCanvas("cdE", "cdE", 700, 500);
-  cDE->SetLogy(1);
+  cdE->SetLogy(1);
   hdE->GetYaxis()->SetTitleOffset(1.4);
   hdE->SetLineWidth(2);
   hdE->SetLineColor(kBlue);
@@ -172,10 +209,10 @@ 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);
-  f1->SetLineWidth(2);
-  f1->SetLineColor(kRed);
+  tf1->SetLineWidth(2);
+  tf1->SetLineColor(kRed);
   hdE_rel->DrawClone();
-  f1->Draw("SAME");
+  tf1->Draw("SAME");
   cdE_rel->SaveAs("results/emcal_barrel_pi0_dE_rel.png");
   cdE_rel->SaveAs("results/emcal_barrel_pi0_dE_rel.pdf");