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CompareFittersLoop.cc
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CompareFittersLoop.cc
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#include <RAT/DU/DSReader.hh>
#include <RAT/DU/Utility.hh>
// #include <RAT/DU/PMTInfo.hh>
#include <RAT/DU/LightPathCalculator.hh>
#include <RAT/DU/GroupVelocity.hh>
#include <RAT/DS/Entry.hh>
#include <RAT/DS/MC.hh>
#include <RAT/DS/EV.hh>
#include <RAT/DS/PMT.hh>
#include <RAT/DS/FitResult.hh>
#include <TH1D.h>
#include <TGraphErrors.h>
#include <TCanvas.h>
#include <TLegend.h>
#include <TStyle.h>
#include "TFile.h"
#include "TPaveText.h"
#include <algorithm>
#include <cctype>
#include <string>
#include <string>
void Compare2Fits(){
std::string coord[3] = {"z", "x", "y"};
std::string title[2] = {"bias", "resolution"};
double ymax[6] = {20, 150, 20, 150, 20, 150};
double ymin[6] = {-20, 0, -20, 0, -20, 0};
TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Jun27_FitPerf_2.5MeV_1.5Terecoord_R.root");
TFile *_new = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Jun27_FitPerf_2.5MeV_2.5Terecoord_R.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1600,800);
c1->Divide(3,2);
for(int j=0; j<2; j++){
for(int i=0; i<3; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 3*j+i+1 << std::endl;
TGraphErrors* hOld = (TGraphErrors*)_old->Get(gname.c_str())->Clone();
TGraphErrors* hNew = (TGraphErrors*)_new->Get(gname.c_str())->Clone();
hOld->SetLineColor(kBlue);
hNew->SetLineColor(kRed);
TLegend* t1 = new TLegend( 0.45, 0.75, 0.9, 0.9 );
t1->AddEntry( hOld, "1.5% Te", "l" );
t1->AddEntry( hNew, "2.5% Te", "l" );
hOld->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
hOld->SetTitle(gname.c_str());
c1->cd(3*j + i + 1);
hOld->Draw("ap");
hNew->Draw("same p");
t1->Draw("same");
if(j==0){
TLine *line = new TLine(hOld->GetXaxis()->GetXmin(),0,hOld->GetXaxis()->GetBinUpEdge(92),0);
line->Draw("same");
}
else{
hOld->GetYaxis()->SetTitleOffset(1.1);
}
}
}
}
void Compare2RFits(){
gStyle->SetGridStyle(3);
gStyle->SetFrameLineWidth(2);
std::string coord[4] = {"x", "y", "z", "r"};
std::string title[2] = {"bias", "resolution"};
double ymax[8] = {30, 150, 30, 150, 30, 150, 40, 150};
double ymin[8] = {-30, 0, -30, 0, -30, 0, -10, 0};
TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Apr15_SEV_Interp_2.5MeV_R_Rlt6m.root");
TFile *_new = TFile::Open("/data/snoplus3/parkerw/ratSimulations/Sep10_testdag/perf_e2p5MeV_tools/perf_e2p5MeV_tools_r.root");
//TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Jun28_FitPerf_2.5MeV_1.5Terecoord_Z.root");
//TFile *_new = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Jun28_FitPerf_2.5MeV_2.5Terecoord_Z.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1500,700);
c1->Divide(4,2,0.01,0.05);
c1->SetGrid(1,1);
for(int j=0; j<2; j++){
for(int i=0; i<4; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 3*j+i+1 << std::endl;
TGraphErrors* hOld = (TGraphErrors*)_old->Get(gname.c_str())->Clone();
TGraphErrors* hNew = (TGraphErrors*)_new->Get(gname.c_str())->Clone();
hOld->SetLineColor(kBlue+2);
hNew->SetLineColor(kRed+2);
hOld->SetLineWidth(2);
hNew->SetLineWidth(2);
TLegend* t1 = new TLegend( 0.4, 0.75, 0.9, 0.9 );
t1->AddEntry( hOld, "Original", "l" );
t1->AddEntry( hNew, "Auto Recoordinated", "l" );
t1->SetLineWidth(2);
hOld->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
hOld->SetTitle(gname.c_str());
c1->cd(4*j + i + 1);
hOld->Draw("ap");
hNew->Draw("same p");
t1->Draw("same");
if(j==0){
std::cout << hOld->GetXaxis()->GetNbins() << std::endl;
TLine *line = new TLine(hOld->GetXaxis()->GetXmin()+1, 0, 6048, 0);//99
//TLine *line = new TLine(-6048, 0, 6048, 0);
//TLine *line = new TLine(1,0,10,0);//99
line->Draw("same");
}
else{
hOld->GetYaxis()->SetTitleOffset(1.1);
}
}
}
}
void Compare4Fits(){
std::string coord[4] = {"x", "y", "z", "r"};
std::string title[2] = {"bias", "resolution"};
double ymax[8] = {20, 150, 20, 150, 20, 150, 150, 150};
double ymin[8] = {-20, 0, -20, 0, -20, 0, -60, 0};
TFile *_mPath = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Apr8Redo_Mar31_FunctionalPDF_7mTable.root");
TFile *_mPDF_1 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Apr8_no0.root");
TFile *_mPDF_4 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Apr16_5Gaus100000.root");
TFile *_mPDF_8 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Apr16_5Gaus100000.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1500,700);
c1->Divide(4,2,0.01,0.05);
for(int j=0; j<2; j++){
for(int i=0; i<4; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 4*j+i+1 << std::endl;
TGraphErrors* hOldPath = (TGraphErrors*)_mPath->Get(gname.c_str())->Clone();
TGraphErrors* hNewPath = (TGraphErrors*)_mPDF_1->Get(gname.c_str())->Clone();
TGraphErrors* hOldPDF = (TGraphErrors*)_mPDF_4->Get(gname.c_str())->Clone();
TGraphErrors* hNewPDF = (TGraphErrors*)_mPDF_8->Get(gname.c_str())->Clone();
hOldPath->SetLineColor(kBlue);
hNewPath->SetLineColor(kBlack);
hOldPDF->SetLineColor(kRed);
hNewPDF->SetLineColor(kGreen);
TLegend* t1 = new TLegend( 0.4, 0.65, 0.9, 0.9 );
t1->AddEntry( hOldPath, "Histogram", "l" );
t1->AddEntry( hNewPath, "4 Gaussian Function", "l" );
//t1->AddEntry( hOldPDF, "5 Gaussian", "l" );
t1->AddEntry( hNewPDF, "5 Gaussian Function", "l" );
hOldPath->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
hOldPath->SetTitle(gname.c_str());
c1->cd(4*j + i + 1);
hOldPath->Draw("ap");
hNewPath->Draw("same p");
hOldPDF->Draw("same p");
hNewPDF->Draw("same p");
t1->Draw("same");
if(j==0){
//TLine *line = new TLine(hOldPath->GetXaxis()->GetXmin(),0,hOldPDF->GetXaxis()->GetBinUpEdge(92),0);
TLine *line = new TLine(-6048,0,hOldPDF->GetXaxis()->GetBinUpEdge(92),0);
line->Draw("same");
}
else{
hOldPath->GetYaxis()->SetTitleOffset(1.1);
}
}
}
}
void Compare2EFits(){
std::string coord[3] = {"z", "x", "y"};
std::string title[2] = {"bias", "resolution"};
double ymax[6] = {60, 160, 30, 200, 30, 200};
double ymin[6] = {-75, 80, -30, 130, -30, 130};
TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Apr15_SEV_Interp_2.5MeV_R_Rlt6m.root");
TFile *_new = TFile::Open("/data/snoplus3/parkerw/ratSimulations/Sep10_testdag/perf_e2p5MeV_tools/perf_e2p5MeV_tools_r.root");
//TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Dec9_multipathE.root");
//TFile *_new = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Dec9_multipdfE.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1500,800);
c1->Divide(3,2);
for(int j=0; j<2; j++){
for(int i=0; i<3; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 3*j+i+1 << std::endl;
TGraphErrors* hOld = (TGraphErrors*)_old->Get(gname.c_str())->Clone();
TGraphErrors* hNew = (TGraphErrors*)_new->Get(gname.c_str())->Clone();
hOld->SetLineColor(kBlue);
hNew->SetLineColor(kRed);
TLegend* t1 = new TLegend( 0.6, 0.7, 0.9, 0.9 );
t1->AddEntry( hOld, "MultiPath", "l" );
t1->AddEntry( hNew, "MultiPDF", "l" );
// hOld->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
hOld->SetTitle(gname.c_str());
c1->cd(3*j + i + 1);
hOld->Draw("ap");
hNew->Draw("same p");
t1->Draw("same");
if(j==0){
TLine *line = new TLine(hOld->GetXaxis()->GetXmin(),0,hOld->GetXaxis()->GetBinUpEdge(92),0);
line->Draw("same");
}
else{
hOld->GetYaxis()->SetTitleOffset(1.1);
}
}
}
}
void CompareEfficiencies(){
TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Mar2_ScintFitter_Seed.root");
TFile *_new = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Mar2_StraightPath_Powell.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1600,800);
TH1D* h1 = (TH1D*)_old->Get("fitValidEfficiency");
TH1D* h2 = (TH1D*)_new->Get("fitValidEfficiency");
h1->SetLineColor(kBlue);
h2->SetLineColor(kRed);
h2->SetLineStyle(10);
TLegend* t1 = new TLegend( 0.6, 0.7, 0.9, 0.9 );
t1->AddEntry( h1, "ScintFitter", "l" );
t1->AddEntry( h2, "StraightPath", "l" );
h1->Draw();
h2->Draw("same");
t1->Draw();
}
void Compare1Fit(){
TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/May10_FuncExp_x.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1600,800);
c1->Divide(2,2);
c1->cd(1);
TCanvas* h1 = (TCanvas*)_old->Get("xyz_bias_c");
h1->DrawClonePad();
c1->cd(2);
TH1D* h2 = (TH1D*)_old->Get("xyz_resolution_c");
h2->Draw();
c1->cd(3);
TH1D* h3 = (TH1D*)_old->Get("r_bias_c");
h3->Draw();
c1->cd(4);
TH1D* h4 = (TH1D*)_old->Get("r_resolution_c");
h4->Draw();
}
void CompareRecoRad(){
TFile *_old = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Mar2_ScintFitter_Seed.root");
TFile *_new = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/Mar2_StraightPath_Powell.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1600,800);
TH1D* h1 = (TH1D*)_old->Get("r_fit_distribution_h");
TH1D* h2 = (TH1D*)_new->Get("r_fit_distribution_h");
h1->SetLineColor(kBlue);
h2->SetLineColor(kRed);
h2->SetLineStyle(10);
TLegend* t1 = new TLegend( 0.1, 0.7, 0.4, 0.9 );
t1->AddEntry( h1, "ScintFitter", "l" );
t1->AddEntry( h2, "StraightPath", "l" );
h1->Draw();
h2->Draw("same");
t1->Draw();
}
void Compare6Fits(){
std::string coord[4] = {"x", "y", "z", "r"};
std::string title[2] = {"bias", "resolution"};
double ymax[8] = {20, 150, 20, 150, 20, 150, 150, 150};
double ymin[8] = {-20, 0, -20, 0, -20, 0, -60, 0};
TFile *file1 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/May5_Table3m_b.root");
TFile *file2 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/May5_Table3m.root");
TFile *file3 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/May5_Table7m_b.root");
TFile *file4 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/May5_Table9m_b.root");
TFile *file5 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/May5_Table9m.root");
TFile *file6 = TFile::Open("/home/parkerw/Software/rat-tools2/FitPerformance/final/Mar2_StraightPath_Powell.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1500,700);
c1->Divide(4,2,0.01,0.05);
for(int j=0; j<2; j++){
for(int i=0; i<4; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 4*j+i+1 << std::endl;
TGraphErrors* h1 = (TGraphErrors*)file1->Get(gname.c_str())->Clone();
TGraphErrors* h2 = (TGraphErrors*)file2->Get(gname.c_str())->Clone();
TGraphErrors* h3 = (TGraphErrors*)file3->Get(gname.c_str())->Clone();
TGraphErrors* h4 = (TGraphErrors*)file4->Get(gname.c_str())->Clone();
TGraphErrors* h5 = (TGraphErrors*)file5->Get(gname.c_str())->Clone();
TGraphErrors* h6 = (TGraphErrors*)file6->Get(gname.c_str())->Clone();
h1->SetLineColor(kBlack);
h2->SetLineColor(kBlue);
h3->SetLineColor(kCyan);
h4->SetLineColor(kGreen);
h5->SetLineColor(kYellow);
h6->SetLineColor(kPink);
TLegend* t1 = new TLegend( 0.4, 0.65, 0.9, 0.9 );
t1->AddEntry( h1, "3m PDF", "l" );
t1->AddEntry( h2, "5m PDF", "l" );
t1->AddEntry( h3, "7m PDF", "l" );
t1->AddEntry( h4, "9m PDF", "l" );
t1->AddEntry( h5, "11m PDF", "l" );
t1->AddEntry( h6, "Full PDF", "l" );
h1->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
h1->SetTitle(gname.c_str());
c1->cd(4*j + i + 1);
h1->Draw("ap");
h2->Draw("same p");
h3->Draw("same p");
h4->Draw("same p");
h5->Draw("same p");
h6->Draw("same p");
t1->Draw("same");
if(j==0){
TLine *line = new TLine(h1->GetXaxis()->GetXmin(),0,h1->GetXaxis()->GetBinUpEdge(92),0);
//TLine *line = new TLine(-6048,0,hOldPDF->GetXaxis()->GetBinUpEdge(92),0);
line->Draw("same");
}
else{
h1->GetYaxis()->SetTitleOffset(1.1);
}
}
}
}
void Compare3RFits(){
gStyle->SetGridStyle(3);
gStyle->SetFrameLineWidth(2);
std::string coord[4] = {"x", "y", "z", "r"};
std::string title[2] = {"bias", "resolution"};
double ymax[8] = {30, 140, 30, 140, 30, 140, 100, 140};
double ymin[8] = {-30, 0, -30, 0, -30, 0, -25, 0};
TFile *f1 = TFile::Open("/home/parkerw/Software/rat-tools_master/FitPerformance/Jul21_recoordMPDF_2p2gl_perf_2p5MeV_R_gaus.root");
TFile *f2 = TFile::Open("/home/parkerw/Software/rat-tools_master/FitPerformance/Aug24_MPDFRecoord_4m_perf2.5MeV_R.root");
TFile *f3 = TFile::Open("/home/parkerw/Software/rat-tools_master/FitPerformance/Sep27_recoordScintEffVelMPDF_Perf_ds.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1500,700);
c1->Divide(4,2,0.01,0.05);
c1->SetGrid(1,1);
for(int j=0; j<2; j++){
for(int i=0; i<4; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 3*j+i+1 << std::endl;
TGraphErrors* h1 = (TGraphErrors*)f1->Get(gname.c_str())->Clone();
TGraphErrors* h2 = (TGraphErrors*)f2->Get(gname.c_str())->Clone();
TGraphErrors* h3 = (TGraphErrors*)f3->Get(gname.c_str())->Clone();
h1->SetLineColor(kBlue+2);
h2->SetLineColor(kRed+2);
h3->SetLineColor(kGreen+2);
TLegend* t1 = new TLegend( 0.4, 0.75, 0.9, 0.9 );
t1->AddEntry( h1, "Original ScintEffSpeed, R < 5.5 m in PDF", "l" );
// t1->AddEntry( hNew, "Functional PDF * exp(-d/#lambda)", "l" );
t1->AddEntry( h2, "Original ScintEffSpeed, R < 4.0 m in PDF", "l" );
t1->AddEntry( h3, "Recoord ScintEffSpeed, R < 5.5 m in PDF", "l" );
t1->SetLineWidth(2);
h1->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
h1->SetTitle(gname.c_str());
c1->cd(4*j + i + 1);
h1->Draw("ap");
h2->Draw("same p");
h3->Draw("same p");
t1->Draw("same");
if(j==0){
// TLine *line = new TLine(h1->GetXaxis()->GetXmin(),0,h1->GetXaxis()->GetBinUpEdge(92),0);
TLine *line = new TLine(0, 0, 6048, 0);
// TLine *line = new TLine(-6048,0,hOld->GetXaxis()->GetBinUpEdge(92),0);
line->Draw("same");
}
else{
h1->GetYaxis()->SetTitleOffset(1.1);
}
}
}
}
void Compare4RFits(){
gStyle->SetFrameLineWidth(2);
std::string coord[4] = {"x", "y", "z", "r"};
std::string title[2] = {"bias", "resolution"};
double ymax[8] = {30, 200, 30, 200, 120, 200, 100, 200};
double ymin[8] = {-30, 0, -30, 0, -120, 0, -20, 0};
TFile *f1 = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Apr15_SEV_Interp_2.5MeV_Z_Rlt6m.root");
TFile *f2 = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/file_2p5_dimz.root");
TFile *f3 = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Jun28_FitPerf_1to10MeV_1.5Terecoord_E.root");
TFile *f4 = TFile::Open("/home/parkerw/Software/rat-tools_fork/FitPerformance/Jun28_FitPerf_1to10MeV_2.5Terecoord_E.root");
TCanvas* c1 = new TCanvas("c1", "c1", 1500,700);
c1->Divide(4,2,0.01,0.05);
c1->SetGrid(1);
gPad->SetGrid();
c1->Print("Comp2.5MeV_Z2.2.pdf[");
for(int j=0; j<2; j++){
for(int i=0; i<4; i++){
std::string gname = coord[i] + "_" + title[j];
std::cout << "getting " << gname << " " << 3*j+i+1 << std::endl;
TGraphErrors* h1 = (TGraphErrors*)f1->Get(gname.c_str())->Clone();
TGraphErrors* h2 = (TGraphErrors*)f2->Get(gname.c_str())->Clone();
TGraphErrors* h3 = (TGraphErrors*)f3->Get(gname.c_str())->Clone();
TGraphErrors* h4 = (TGraphErrors*)f4->Get(gname.c_str())->Clone();
h1->SetLineColor(kRed+2);
h1->SetMarkerSize(2);
h2->SetLineColor(kBlue+2);
h2->SetMarkerSize(2);
h3->SetLineColor(kGreen+2);
h3->SetMarkerSize(2);
h4->SetLineColor(kBlack);
h4->SetMarkerSize(2);
TLegend* t1 = new TLegend( 0.4, 0.65, 0.9, 0.9 );
t1->AddEntry( h1, "Original", "l" );
t1->AddEntry( h2, "Recoordinated", "l" );
//t1->AddEntry( h3, "1.5% Te Loaded", "l" );
//t1->AddEntry( h4, "2.5% Te Loaded", "l" );
t1->SetLineWidth(2);
h1->GetYaxis()->SetRangeUser(ymin[2*i+j],ymax[2*i+j]);
gname = coord[i] + " " + title[j];
h1->SetTitle(gname.c_str());
c1->cd(4*j + i + 1);
h1->Draw("ap");
h2->Draw("same p");
//h3->Draw("same p");
//h4->Draw("same p");
t1->Draw("same");
if(j==0){
// TLine *line = new TLine(h1->GetXaxis()->GetXmin(),0,h1->GetXaxis()->GetBinUpEdge(92),0);
//TLine *line = new TLine(1, 0, 10, 0);
TLine *line = new TLine(-6048,0,6048,0);
//TLine *line = new TLine(0,0,6048,0);
line->Draw("same");
}
h1->GetYaxis()->SetTitleOffset(1.2);
}
}
c1->Print("Comp2.5MeV_Z2.2.pdf");
c1->Print("Comp2.5MeV_Z2.2.pdf]");
}