Functions
ppfx_smooth_weights_make.C File Reference
#include "StandardRecord/Proxy/SRProxy.h"
#include "CAFAna/Core/Spectrum.h"
#include "CAFAna/Core/SpectrumLoader.h"
#include "CAFAna/Core/SpectrumLoaderBase.h"
#include "CAFAna/Core/HistAxis.h"
#include "CAFAna/Vars/Vars.h"
#include "CAFAna/Vars/GenieWeights.h"
#include "CAFAna/Vars/PPFXWeights.h"
#include "CAFAna/Core/Binning.h"
#include "CAFAna/Core/Cut.h"
#include "CAFAna/Core/SystShifts.h"
#include "CAFAna/Cuts/Cuts.h"
#include "CAFAna/Cuts/SpillCuts.h"
#include "3FlavorAna/Cuts/NumuCuts.h"
#include "CAFAna/Cuts/TruthCuts.h"
#include "CAFAna/Cuts/NueCutsSecondAna.h"
#include "CAFAna/Cuts/TimingCuts.h"
#include "CAFAna/Systs/Systs.h"
#include "TStopwatch.h"
#include "CAFAna/Core/Utilities.h"
#include "Utilities/func/MathUtil.h"
#include "TFile.h"
#include "TRandom.h"
#include "TCanvas.h"
#include <fstream>
#include <iostream>
#include <cmath>

Go to the source code of this file.

Functions

void ppfx_smooth_weights_make ()
 

Function Documentation

void ppfx_smooth_weights_make ( )

Definition at line 36 of file ppfx_smooth_weights_make.C.

References comps, fillBadChanDBTables::det, dir, shutoffs::filename, submit_syst::fout, make_syst_table_plots::h, analysePickle::hist, hists, hminus, plot_timing_data::horn, MECModelEnuComparisons::i, makeTrainCVSamples::int, calib::j, ana::Spectrum::LoadFrom(), make_pair(), string, and art::to_string().

37 {
38 
39  std::vector <std::string> comps = {
40  "numu",
41  "nue",
42  "anumu",
43  "anue",
44  };
45 
46  std::vector<std::string> directories;
47  for(int i = 0; i < (int)comps.size(); i++){
48  directories.push_back("unweighted_FHC_ND_"+comps[i]);
49  directories.push_back("unweighted_FHC_FD_"+comps[i]);
50  directories.push_back("ppfx_cv_FHC_ND_"+comps[i]);
51  directories.push_back("ppfx_cv_FHC_FD_"+comps[i]);
52  directories.push_back("unweighted_RHC_ND_"+comps[i]);
53  directories.push_back("unweighted_RHC_FD_"+comps[i]);
54  directories.push_back("ppfx_cv_RHC_ND_"+comps[i]);
55  directories.push_back("ppfx_cv_RHC_FD_"+comps[i]);
56 
57  for(int j = 0; j < 100; j++){
58  int dig0 = j % 10;
59  int dig1 = (j/10) % 10;
60  directories.push_back("ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_FHC_ND_"+comps[i]);
61  directories.push_back("ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_FHC_FD_"+comps[i]);
62  directories.push_back("ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_ND_"+comps[i]);
63  directories.push_back("ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_FD_"+comps[i]);
64  }
65  }
66 
67  std::string filename = "ppfx_weights.root";
68  TFile* fread = new TFile(filename.c_str(), "READ");
69 
70  std::map<std::string, TH1*> hists;
71 
72  std::for_each(directories.begin(), directories.end(),
73  [&](std::string dir){
74  auto spect = Spectrum::LoadFrom(fread, dir.c_str());
75  TH1* h = (TH1*)spect->ToTH1(spect->POT());
76  h->Rebin(4);
77  hists.insert(std::make_pair(dir, h));
78 
79  });
80 
81  std::map<std::string, TH1*> hist_ratios_smooth;
82  std::map<std::string, TH1*> hist_ratios_unsmooth;
83  TFile* fout = new TFile("ppfx_smooth_multiverse_weights_2018.root", "recreate");
84  fout->cd();
85  std::for_each(hists.begin(), hists.end(),
86  [&](std::pair<std::string, TH1*> hist){
87  if(hist.first.find("unweighted") != string::npos)
88  return;
89 
90  std::string det;
91  std::string flav;
92  std::string horn;
93 
94  if(hist.first.find("FHC") != string::npos)
95  horn = "FHC";
96  if(hist.first.find("RHC") != string::npos)
97  horn = "RHC";
98 
99  if(hist.first.find("ND") != string::npos)
100  det = "ND";
101  if(hist.first.find("FD") != string::npos)
102  det = "FD";
103 
104  if(hist.first.find("numu") != string::npos)
105  flav = "numu";
106  if(hist.first.find("nue") != string::npos)
107  flav = "nue";
108  if(hist.first.find("anumu") != string::npos)
109  flav = "anumu";
110  if(hist.first.find("anue") != string::npos)
111  flav = "anue";
112 
113  TH1* h = (TH1*)hist.second->Clone("");
114  std::string denom = "unweighted_"+horn+"_"+det+"_"+flav;
115  h->Divide(hists[denom]);
116  TH1* h_unsmooth = (TH1*) h->Clone("");
117  h_unsmooth->GetYaxis()->SetRangeUser(0.6, 1.2);
118  hist_ratios_unsmooth.insert(std::make_pair(hist.first, h_unsmooth));
119 
120  h->Smooth(1);
121  h->GetYaxis()->SetRangeUser(0.6, 1.2);
122  hist_ratios_smooth.insert(std::make_pair(hist.first, h));
123 
124  std::string plusname = hist.first+"_plussigma";
125  std::string minusname = hist.first+"_minussigma";
126  h->SetName(plusname.c_str());
127  h->Write();
128 
129  TH1* hminus = (TH1*)h->Clone(minusname.c_str());
130  hminus->Write();
131  });
132 
133  // // plotting
134  // // fd
135  // for(int i = 0; i < (int)comps.size(); i++){
136  // TCanvas *c1 = new TCanvas("c1", "c1", 200, 10, 1200, 600);
137  // c1->Divide(2,1);
138  // for(int j = 0; j < 10; j++){
139  // int dig0 = j % 10;
140  // int dig1 = (j/10) % 10;
141  // TH1* h_univ_fd_smooth = (TH1*) hist_ratios_smooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_FD_"+comps[i]]->Clone("");
142  // TH1* h_univ_fd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_FD_"+comps[i]]->Clone("");
143  //
144  // c1->cd(1);
145  // h_univ_fd_smooth->Draw("hist same");
146  // h_univ_fd_smooth->SetLineColor(dig0);
147  //
148  // c1->cd(2);
149  // h_univ_fd_unsmooth->Draw("hist same");
150  // h_univ_fd_unsmooth->SetLineColor(dig0);
151  // }
152  // TH1* h_cv_fd_smooth = (TH1*) hist_ratios_smooth["ppfx_cv_RHC_FD_"+comps[i]]->Clone("");
153  // TH1* h_cv_fd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_cv_RHC_FD_"+comps[i]]->Clone("");
154  //
155  // c1->cd(1);
156  // h_cv_fd_smooth->Draw("hist same");
157  // h_cv_fd_smooth->SetLineColor(36);
158  //
159  // c1->cd(2);
160  // h_cv_fd_unsmooth->Draw("hist same");
161  // h_cv_fd_unsmooth->SetLineColor(36);
162  // c1->Update();
163  // std::string picname = "smooth_plots/fd_RHC_"+comps[i]+".pdf";
164  // std::string picname2 = "fd_"+comps[i]+".root";
165  // c1->Print(picname.c_str());
166  // // c1->Print(picname2.c_str());
167  // }
168  //
169  // // nd
170  // for(int i = 0; i < (int)comps.size(); i++){
171  // TCanvas *c1 = new TCanvas("c1", "c1", 200, 10, 1200, 600);
172  // c1->Divide(2,1);
173  // for(int j = 0; j < 10; j++){
174  // int dig0 = j % 10;
175  // int dig1 = (j/10) % 10;
176  // TH1* h_univ_nd_smooth = (TH1*) hist_ratios_smooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_ND_"+comps[i]]->Clone("");
177  // TH1* h_univ_nd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_ND_"+comps[i]]->Clone("");
178  //
179  // c1->cd(1);
180  // h_univ_nd_smooth->Draw("hist same");
181  // h_univ_nd_smooth->SetLineColor(dig0);
182  //
183  // c1->cd(2);
184  // h_univ_nd_unsmooth->Draw("hist same");
185  // h_univ_nd_unsmooth->SetLineColor(dig0);
186  // }
187  // TH1* h_cv_nd_smooth = (TH1*) hist_ratios_smooth["ppfx_cv_RHC_ND_"+comps[i]]->Clone("");
188  // TH1* h_cv_nd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_cv_RHC_ND_"+comps[i]]->Clone("");
189  //
190  // c1->cd(1);
191  // h_cv_nd_smooth->Draw("hist same");
192  // h_cv_nd_smooth->SetLineColor(36);
193  //
194  // c1->cd(2);
195  // h_cv_nd_unsmooth->Draw("hist same");
196  // h_cv_nd_unsmooth->SetLineColor(36);
197  // c1->Update();
198  // std::string picname = "smooth_plots/nd_RHC_"+comps[i]+".pdf";
199  // std::string picname2 = "nd_"+comps[i]+".root";
200  // c1->Print(picname.c_str());
201  // // c1->Print(picname2.c_str());
202  // }
203  //
204  // // fn 10
205  // for(int i = 0; i < (int)comps.size(); i++){
206  // TCanvas *c1 = new TCanvas("c1", "c1", 200, 10, 1200, 600);
207  // c1->Divide(2,1);
208  // TH1* h_cv_nd_smooth = (TH1*) hist_ratios_smooth["ppfx_cv_RHC_ND_"+comps[i]]->Clone("");
209  // TH1* h_cv_fd_smooth = (TH1*) hist_ratios_smooth["ppfx_cv_RHC_FD_"+comps[i]]->Clone("");
210  // h_cv_fd_smooth->Divide(h_cv_nd_smooth);
211  //
212  // TH1* h_cv_nd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_cv_RHC_ND_"+comps[i]]->Clone("");
213  // TH1* h_cv_fd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_cv_RHC_FD_"+comps[i]]->Clone("");
214  // h_cv_fd_unsmooth->Divide(h_cv_nd_unsmooth);
215  //
216  // for(int j = 0; j < 10; j++){
217  // int dig0 = j % 10;
218  // int dig1 = (j/10) % 10;
219  // TH1* h_univ_nd_smooth = (TH1*) hist_ratios_smooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_ND_"+comps[i]]->Clone("");
220  // TH1* h_univ_fd_smooth = (TH1*) hist_ratios_smooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_FD_"+comps[i]]->Clone("");
221  // h_univ_fd_smooth->Divide(h_univ_nd_smooth);
222  // h_univ_fd_smooth->Divide(h_cv_fd_smooth);
223  //
224  // TH1* h_univ_nd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_ND_"+comps[i]]->Clone("");
225  // TH1* h_univ_fd_unsmooth = (TH1*) hist_ratios_unsmooth["ppfx_univ"+std::to_string(dig1)+std::to_string(dig0)+"_RHC_FD_"+comps[i]]->Clone("");
226  // h_univ_fd_unsmooth->Divide(h_univ_nd_unsmooth);
227  // h_univ_fd_unsmooth->Divide(h_cv_fd_unsmooth);
228  //
229  // c1->cd(1);
230  // h_univ_fd_smooth->GetYaxis()->SetRangeUser(0.8, 1.2);
231  // h_univ_fd_smooth->Draw("hist same");
232  // h_univ_fd_smooth->SetLineColor(dig0);
233  //
234  // c1->cd(2);
235  // h_univ_fd_unsmooth->GetYaxis()->SetRangeUser(0.8, 1.2);
236  // h_univ_fd_unsmooth->Draw("hist same");
237  // h_univ_fd_unsmooth->SetLineColor(dig0);
238  // }
239  // c1->Update();
240  // std::string picname = "smooth_plots/fn_double_ratio_10_"+comps[i]+".pdf";
241  // std::string picname2 = "fn_double_ratio_10_"+comps[i]+".root";
242  // c1->Print(picname.c_str());
243  // // c1->Print(picname2.c_str());
244  //
245  // }
246 
247 }
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Definition: submit_syst.py:244
shutoffs.filename
string filename
Definition: shutoffs.py:106
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Definition: DataMCLoad.C:336
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TString hists[nhists]
Definition: bdt_com.C:3
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std::unique_ptr< T > LoadFrom(TDirectory *dir, const std::string &label)
Definition: LoadFromFile.h:17
make_syst_table_plots.h
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Definition: make_syst_table_plots.py:240
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const double j
Definition: BetheBloch.cxx:29
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std::vector< std::string > comps
Definition: ppfx_syst_pca_fn.C:27
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TDirectory * dir
Definition: macro.C:5
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TH1F * hminus
Definition: Xsec_final.C:76
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std::string to_string(ModuleType mt)
Definition: ModuleType.h:32
plot_timing_data.horn
string horn
Definition: plot_timing_data.py:44
string
enum BeamMode string
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