fbtTestToyMC.cxx File Reference

#include "AsgMessaging/MessageCheck.h"
#include <AsgTools/StandaloneToolHandle.h>
#include "FakeBkgTools/FakeBkgInternals.h"
#include "FakeBkgTools/LhoodMMEvent.h"
#include "FakeBkgTools/ApplyFakeFactor.h"
#include "FakeBkgTools/AsymptMatrixTool.h"
#include "FakeBkgTools/LhoodMM_tools.h"
#include "xAODEgamma/Electron.h"
#include "AthContainers/Accessor.h"
#include "TFile.h"
#include "TTree.h"
#include "TH1F.h"
#include "TH2F.h"
#include "TRandom3.h"
#include "TSystem.h"
#include <getopt.h>
#include <unistd.h>
#include <map>
#include <chrono>
#include <fstream>
#include <memory>

Go to the source code of this file.

Classes
struct	fbtTestToyMC_config

Functions
StatusCode initialize	ATLAS_NOT_THREAD_SAFE (CP::BaseFakeBkgTool &tool, const std::vector< std::string > &input, const std::string &selection, const std::string &process, bool verbose)
StatusCode	writeXML (const string &name, int type)
StatusCode	writeROOT (const string &name, int type, float realeff_mean, float fakeeff_mean, float eff_spread, float eff_delta_with_pt)
StatusCode setupEfficiencies	ATLAS_NOT_THREAD_SAFE ()
	Install fatal handler with default options. More...
StatusCode lookupEfficiencies	ATLAS_NOT_THREAD_SAFE (xAOD::IParticle &lepton, ParticleData &lepton_data)
StatusCode parseArguments	ATLAS_NOT_THREAD_SAFE (int argc, char *argv[], fbtTestToyMC_config &config)
StatusCode	setupSystBranches (const char *baseName, CP::SystematicVariation sysvar, float &weight, float &weight_err, std::map< CP::SystematicVariation, float > &syst_map, std::map< CP::SystematicVariation, float > &syst_err_map, TTree *ntuple)
StatusCode	setupSystBranchesAsym (const char *baseName, CP::SystematicVariation sysvar, float &weight, float &weight_poserr, float &weight_negerr, std::map< CP::SystematicVariation, float > &syst_map, std::map< CP::SystematicVariation, float > &syst_poserr_map, std::map< CP::SystematicVariation, float > &syst_negerr_map, TTree *ntuple)
std::unique_ptr< TFile >	openRootFile (fbtTestToyMC_config &config)
StatusCode doMerge	ATLAS_NOT_THREAD_SAFE (const std::vector< std::string > &input, const std::string &name, fbtTestToyMC_config &config, TH1F *h_lep_pt, float &lep_pt, TH1F *h_lep_eta, float &lep_eta, TH2F *h_lep_pt_eta, float &fakes, float &poserr, float &negerr, int icase)
StatusCode Loop	ATLAS_NOT_THREAD_SAFE (fbtTestToyMC_config config)
double	comboProb (const vector< FakeBkgTools::ParticleData > &leptons_data, const std::bitset< 64 > &tights, const std::bitset< 64 > &reals)
StatusCode	usage ()
int main	ATLAS_NOT_THREAD_SAFE (int argc, char *argv[])
double	comboProb_FF (const vector< FakeBkgTools::ParticleData > &leptons_data, const std::bitset< 64 > &tights, const std::bitset< 64 > &reals)

Variables
TH1F *	h_realeff_e
TH1F *	h_fakeeff_e
TH1F *	h_realeff_mu
TH1F *	h_fakeeff_mu
TFile *	rootEffFile
double	totWeight_std
double	err_std
double	weight_lepfakes_2tight
double	weight_lepfakes_3tight
double	weight_lepfakes_2tight_1loose
bool	fitFailed
string	rootEffFileName
Double_t	n_fake_lhood
Double_t	n_fake_lhood_tot_poserr
Double_t	n_fake_lhood_tot_negerr
std::ofstream *	f_stdneg_lhood_pos
std::ofstream *	f_stdpos_lhood_0
const int	nSave = 4

Function Documentation

ATLAS_NOT_THREAD_SAFE() [1/7]

StatusCode setupEfficiencies ATLAS_NOT_THREAD_SAFE ( )

inline

Install fatal handler with default options.

This is meant to be easy to call from python via ctypes.

Install fatal handler with default options.

getLorentzAngle() Read LorentzAngle from HIST and write out into local DB

getBSErrors() Read BSErrors from Monitoring HIST and write out into local DB

getEfficiency() Read Efficiency from Monitoring HIST and write out into local DB

getRawOccupancy() Read RawOccupancy from Monitoring HIST and write out into local DB

getNoiseOccupancy() Read NoiseOccupancy from HIST and write out into local DB

getNoisyStrip() Find noisy strips from hitmaps and write out into xml/db formats

beginning of the loop of channels

bad bit newly found

known bad bit

for low noisy cells

for high noisy cells

0.01 is used to scale "PER" to the same order of magnitude to "SIG"

smaller deviation: distorted

checking TmaxAmp, Not mixed with MaxAmp and Width

channel information output

Only dead or distorted, or short known BCs are considered below.

index of bc

note: the declarations must be placed in the "good" order, otherwise the definitions of the SystematicVariations will be different than those obtained with readFromROOT()

Definition at line 985 of file fbtTestToyMC.cxx.

                                                     {
  rootEffFile =  new TFile(rootEffFileName.c_str());
  if (rootEffFile == 0) {
    cout << "Um, no ROOT file!" << endl;
    return StatusCode::FAILURE;
  }
 
  h_realeff_e = (TH1F*)rootEffFile->Get("RealEfficiency_el_pt");
  h_fakeeff_e = (TH1F*)rootEffFile->Get("FakeEfficiency_el_pt");
  h_realeff_mu = (TH1F*)rootEffFile->Get("RealEfficiency_mu_pt");
  h_fakeeff_mu = (TH1F*)rootEffFile->Get("FakeEfficiency_mu_pt");    
 
  h_realeff_e->SetDirectory(0);
  h_fakeeff_e->SetDirectory(0);
  h_realeff_mu->SetDirectory(0);
  h_fakeeff_mu->SetDirectory(0);
 
  if (h_realeff_e == 0) cout << "No real e" << endl;
  if (h_fakeeff_e == 0) cout << "No fake e" << endl;
  if (h_realeff_mu == 0) cout << "No real mu" << endl;
  if (h_fakeeff_mu == 0) cout << "No fake mu" << endl;
 
  rootEffFile->Close();
  delete rootEffFile;
  return StatusCode::SUCCESS;
}

ATLAS_NOT_THREAD_SAFE() [2/7]

StatusCode doMerge ATLAS_NOT_THREAD_SAFE	(	const std::vector< std::string > &	input,
		const std::string &	name,
		fbtTestToyMC_config &	config,
		TH1F *	h_lep_pt,
		float &	lep_pt,
		TH1F *	h_lep_eta,
		float &	lep_eta,
		TH2F *	h_lep_pt_eta,
		float &	fakes,
		float &	poserr,
		float &	negerr,
		int	icase
	)

Definition at line 1126 of file fbtTestToyMC.cxx.

                                                                                                                                                                                                                                                                              { 
 
  std::string haddcmd = "hadd -f "+config.mergeFileNameBase+"_"+name+"_"+to_string(icase)+".root "+config.mergeFileNameBase+"_"+name+"_"+to_string(icase)+"_*.root";
  system(haddcmd.c_str());
      
  std::unique_ptr<CP::BaseFakeBkgTool> tool;
      
  if (name == "lhm" || name == "lhf") {
    std::string toolName = "Lhood";
    if (name == "lhm") {
      toolName += "MM";
    } else {
      toolName += "FF";
    }
    toolName += to_string(icase)+"_tools_merge";
    tool = std::make_unique<CP::LhoodMM_tools>(toolName);
    if (name == "lhf") {
      ANA_CHECK( tool->setProperty("DoFakeFactorFit", true) );
    }
    ANA_CHECK( tool->setProperty("ProgressFileDirectory", "fakes") );
  } else if (name == "asm") {
    tool = std::make_unique<CP::AsymptMatrixTool>("asm_tool_merge");
  } else if (name == "fkf") {
    tool = std::make_unique<CP::ApplyFakeFactor>("fkf_tool_merge");
  }
 
  std::string mergeFileName =  config.mergeFileNameBase+"_"+name+"_"+to_string(icase)+".root";
  std::cout << mergeFileName << std::endl;
  ANA_CHECK( tool->setProperty("ProgressFileName", mergeFileName) );
  ANA_CHECK( initialize(*tool, input, config.selection, config.process, config.verbose) );
  if (config.test_histo) {
    ANA_CHECK( tool->register1DHistogram(h_lep_pt, &lep_pt) );
    ANA_CHECK( tool->register1DHistogram(h_lep_eta, &lep_eta) );    
    ANA_CHECK( tool->register2DHistogram(h_lep_pt_eta, &lep_pt, &lep_eta) );
  }
 
  ANA_CHECK( tool->getTotalYield(fakes, poserr, negerr) );
  //      cout << "merged lhm nfakes = " << lhoodMM_fakes << " + " << lhoodMM_poserr << " " <<  lhoodMM_negerr << endl;
  return StatusCode::SUCCESS;
}

ATLAS_NOT_THREAD_SAFE() [3/7]

StatusCode initialize ATLAS_NOT_THREAD_SAFE	(	CP::BaseFakeBkgTool &	tool,
		const std::vector< std::string > &	input,
		const std::string &	selection,
		const std::string &	process,
		bool	verbose
	)

Definition at line 968 of file fbtTestToyMC.cxx.

{
  ANA_CHECK( tool.setProperty("InputFiles", input) );
  ANA_CHECK( tool.setProperty("EnergyUnit", "GeV") );
  ANA_CHECK( tool.setProperty("Selection", selection) );
  ANA_CHECK( tool.setProperty("Process", process) );
  if(verbose) {
    ANA_CHECK( tool.setProperty("OutputLevel", MSG::VERBOSE) );
  } 
  else{
    ANA_CHECK( tool.setProperty("OutputLevel", MSG::INFO) );
  }
  ANA_CHECK( tool.setProperty("ConvertWhenMissing", true) );
  ANA_CHECK( tool.initialize() );
  return StatusCode::SUCCESS;
}

ATLAS_NOT_THREAD_SAFE() [4/7]

StatusCode Loop ATLAS_NOT_THREAD_SAFE

(

fbtTestToyMC_config

config

)

Definition at line 164 of file fbtTestToyMC.cxx.

                                                                 {
 
  //Open an output file
  if (config.verbose) cout << "maxnbaseline = " << config.maxnbaseline << endl;
 
  std::unique_ptr<TFile> f_out = openRootFile(config);
 
  int nevents_thiscase;
 
  // create output ntuple
  TTree *ntuple = new TTree("FakeBkg", "Variables from toy MC");
  ntuple->Branch("nevents", &nevents_thiscase, "nevents/I");
  Int_t nevents_sel;
  ntuple->Branch("nevents_sel", &nevents_sel, "nevents_sel/I");
  Float_t fake_lep_frac;
  ntuple->Branch("fake_lep_frac", &fake_lep_frac, "fake_lep_frac/F");
  Float_t true_fakes;
  ntuple->Branch("true_fakes", &true_fakes,"true_fakes/F");
  Float_t asm_fakes;
  ntuple->Branch("asm_fakes", &asm_fakes,"asm_fakes/F");
  Float_t asm_err;
  ntuple->Branch("asm_err", &asm_err,"asm_err/F");
  Float_t fkf_fakes;
  ntuple->Branch("fkf_fakes", &fkf_fakes,"fkf_fakes/F");
  Float_t fkf_err;
  ntuple->Branch("fkf_err", &fkf_err,"fkf_err/F");
  Float_t lhoodMM_fakes;
  ntuple->Branch("lhoodMM_fakes", &lhoodMM_fakes,"lhoodMM_fakes/F");
  Float_t lhoodMM_poserr;
  ntuple->Branch("lhoodMM_poserr", &lhoodMM_poserr,"lhoodMM_poserr/F");
  Float_t lhoodMM_negerr;
  ntuple->Branch("lhoodMM_negerr", &lhoodMM_negerr,"lhoodMM_negerr/F");
  Float_t lhoodFF_fakes;
  ntuple->Branch("lhoodFF_fakes", &lhoodFF_fakes,"lhoodFF_fakes/F");
  Float_t lhoodFF_poserr;
  ntuple->Branch("lhoodFF_poserr", &lhoodFF_poserr,"lhoodFF_poserr/F");
  Float_t lhoodFF_negerr;
  ntuple->Branch("lhoodFF_negerr", &lhoodFF_negerr,"lhoodFF_negerr/F");
  
 
  map<CP::SystematicVariation,float> lhoodMM_weight_map, lhoodMM_poserr_map, lhoodMM_negerr_map;
  map<CP::SystematicVariation,float> lhoodFF_weight_map, lhoodFF_poserr_map, lhoodFF_negerr_map;
  map<CP::SystematicVariation,float> asm_weight_map, asm_err_map;
  map<CP::SystematicVariation,float> fkf_weight_map, fkf_err_map;
 
  TRandom3 rand(242868252);
    
  Double_t realeff_spread = config.eff_spread;
  Double_t fakeeff_spread = config.eff_spread;
 
  std::vector<bool> isTight;
  std::vector<std::string> input = { config.outputdirname+"efficiencies_full" };
  
  if(false) // switch to test either XML or ROOT input
    {
      // not implemented yet!
      //      input.back().append(".xml");
      //      writeXML(input.back(), 0);
    }
  else
    {
      input.back().append(".root");
      ANA_CHECK( writeROOT(input.back(), 0, config.realeff_mean, config.fakeeff_mean, config.eff_spread, config.eff_delta_with_pt) );
      rootEffFileName = input.back();
      ANA_CHECK( setupEfficiencies() );
    }
 
 
  for (unsigned icase(0); icase < config.ncases; icase++) {
    nevents_sel = 0;
 
    TH1F* h_lep_pt_lhoodMM = 0;
    TH1F* h_lep_eta_lhoodMM = 0;
    TH2F* h_lep_pt_eta_lhoodMM = 0;
    TH1F* h_lep_pt_lhoodFF = 0;
    TH1F* h_lep_eta_lhoodFF = 0;
    TH2F* h_lep_pt_eta_lhoodFF = 0;
    TH1F* h_lep_pt_asm = 0;
    TH1F* h_lep_eta_asm = 0;
    TH2F* h_lep_pt_eta_asm = 0;
    TH1F* h_lep_pt_fkf = 0;
    TH1F* h_lep_eta_fkf = 0;
    TH2F* h_lep_pt_eta_fkf = 0;
 
    if (config.test_histo) {
      std::string hname = "lep_pt_lhoodMM_"+to_string(icase);
      h_lep_pt_lhoodMM =  new TH1F(hname.c_str(), hname.c_str(), 10, 0, 100);
      hname = "lep_eta_lhoodMM_"+to_string(icase);
      h_lep_eta_lhoodMM = new TH1F(hname.c_str(), hname.c_str(), 10, -5, 5);
      hname = "lep_pt_eta_lhoodMM_"+to_string(icase);
      h_lep_pt_eta_lhoodMM =  new TH2F(hname.c_str(), hname.c_str(), 10, 0, 100, 10, -5, 5);
      hname = "lep_pt_lhoodFF_"+to_string(icase);
      h_lep_pt_lhoodFF = new TH1F(hname.c_str(), hname.c_str(), 10, 0, 100);
      hname = "lep_eta_lhoodFF_"+to_string(icase);
      h_lep_eta_lhoodFF = new TH1F(hname.c_str(), hname.c_str(), 10, -5, 5);
      hname = "lep_pt_eta_lhoodFF_"+to_string(icase);
      h_lep_pt_eta_lhoodFF =  new TH2F(hname.c_str(), hname.c_str(), 10, 0, 100, 10, -5, 5);
      hname = "lep_pt_asm_"+to_string(icase);
      h_lep_pt_asm = new TH1F(hname.c_str(), hname.c_str(), 10, 0, 100);
      hname = "lep_eta_asm_"+to_string(icase);
      h_lep_eta_asm = new TH1F(hname.c_str(), hname.c_str(), 10, -5, 5);
      hname = "lep_pt_eta_asm_"+to_string(icase);
      h_lep_pt_eta_asm =  new TH2F(hname.c_str(), hname.c_str(), 10, 0, 100, 10, -5, 5);
      hname = "lep_pt_fkf_"+to_string(icase);
      h_lep_pt_fkf = new TH1F(hname.c_str(), hname.c_str(), 10, 0, 100);
      hname = "lep_eta_fkf_"+to_string(icase);
      h_lep_eta_fkf = new TH1F(hname.c_str(), hname.c_str(), 10, -5, 5);
      hname = "lep_pt_eta_fkf_"+to_string(icase);
      h_lep_pt_eta_fkf =  new TH2F(hname.c_str(), hname.c_str(), 10, 0, 100, 10, -5, 5);
    }
 
    float lep_pt, lep_eta;
  
    if (!config.test_merge) {
 
      cout << "Starting case " << icase << endl;
      CP::LhoodMM_tools lhmTool("LhoodMM_tools");
      // arrays of tool instances to test saveProgress
      std::vector<CP::LhoodMM_tools*> lhmTool_sav;
      CP::LhoodMM_tools lhmTool_FF("LhoodFF_tools");
      std::vector<CP::LhoodMM_tools*> lhmTool_FF_sav;
      CP::AsymptMatrixTool asmTool("AsymptMatrixTool");
      std::vector<CP::AsymptMatrixTool*> asmTool_sav;
      CP::ApplyFakeFactor fkfTool("fkfTool");
      std::vector<CP::ApplyFakeFactor*> fkfTool_sav;
      
      float asmYield(0);
      float asmErr(0);
      float fkfYield (0);
      float fkfErr(0);
      if (config.test_histo) {
    ANA_CHECK( lhmTool.register1DHistogram(h_lep_pt_lhoodMM, &lep_pt) );
    ANA_CHECK( lhmTool.register1DHistogram(h_lep_eta_lhoodMM, &lep_eta) );
    ANA_CHECK( lhmTool.register2DHistogram(h_lep_pt_eta_lhoodMM, &lep_pt, &lep_eta) );
    ANA_CHECK( lhmTool_FF.register1DHistogram(h_lep_pt_lhoodFF, &lep_pt) );
    ANA_CHECK( lhmTool_FF.register1DHistogram(h_lep_eta_lhoodFF, &lep_eta) );
    ANA_CHECK( lhmTool_FF.register2DHistogram(h_lep_pt_eta_lhoodFF, &lep_pt, &lep_eta) );
    ANA_CHECK( fkfTool.register1DHistogram(h_lep_pt_fkf, &lep_pt) );
    ANA_CHECK( fkfTool.register1DHistogram(h_lep_eta_fkf, &lep_eta) );
    ANA_CHECK( fkfTool.register2DHistogram(h_lep_pt_eta_fkf, &lep_pt, &lep_eta) );
    ANA_CHECK( asmTool.register1DHistogram(h_lep_pt_asm, &lep_pt) );
    ANA_CHECK( asmTool.register1DHistogram(h_lep_eta_asm, &lep_eta) );
    ANA_CHECK( asmTool.register2DHistogram(h_lep_pt_eta_asm, &lep_pt, &lep_eta) );
      }
 
      ANA_CHECK( initialize(asmTool, input, config.selection, config.process, config.verbose) );
      ANA_CHECK( initialize(lhmTool, input, config.selection, config.process, config.verbose) ); 
      ANA_CHECK( initialize(lhmTool_FF, input, config.selection, config.process, config.verbose) ); 
      ANA_CHECK( lhmTool_FF.setProperty("DoFakeFactorFit", true) );
 
      ANA_CHECK( initialize(fkfTool, input, config.selection, config.process, config.verbose) );
 
      if (config.test_save) {
    for (int iSave = 0; iSave <= nSave; iSave++) {
      std:: string toolName = "LhoodMM_tools_save_" + std::to_string(icase) + "_" +  std::to_string(iSave);
      CP::LhoodMM_tools *lhmTool_is = new CP::LhoodMM_tools(toolName.c_str());
      lhmTool_sav.push_back(lhmTool_is);
      ANA_CHECK( initialize(*lhmTool_sav[iSave], input, config.selection, config.process, config.verbose) );
      if (config.test_histo) {
        ANA_CHECK( lhmTool_is->register1DHistogram(h_lep_pt_lhoodMM, &lep_pt) );
        ANA_CHECK( lhmTool_is->register1DHistogram(h_lep_eta_lhoodMM, &lep_eta) );
        ANA_CHECK( lhmTool_is->register2DHistogram(h_lep_pt_eta_lhoodMM, &lep_pt, &lep_eta) );  
      }
      toolName = "LhoodMM_tools_FF_save_" + std::to_string(icase) + "_" + std::to_string(iSave);
      CP::LhoodMM_tools *lhmTool_FF_is = new CP::LhoodMM_tools(toolName.c_str());
      lhmTool_FF_sav.push_back(lhmTool_FF_is);
      ANA_CHECK( initialize(*lhmTool_FF_sav[iSave], input, config.selection, config.process, config.verbose) );
      ANA_CHECK( lhmTool_FF_sav[iSave]->setProperty("DoFakeFactorFit", true) );
      if (config.test_histo) {
        ANA_CHECK( lhmTool_FF_is->register1DHistogram(h_lep_pt_lhoodFF, &lep_pt) );
        ANA_CHECK( lhmTool_FF_is->register1DHistogram(h_lep_eta_lhoodFF, &lep_eta) );
        ANA_CHECK( lhmTool_FF_is->register2DHistogram(h_lep_pt_eta_lhoodFF, &lep_pt, &lep_eta) );   
      }
 
      toolName = "AsymptMatrixTool_save_" + std::to_string(icase) + "_" + std::to_string(iSave);
      CP::AsymptMatrixTool *asmTool_is = new CP::AsymptMatrixTool(toolName.c_str()); if (config.test_histo) {
        ANA_CHECK( asmTool_is->register1DHistogram(h_lep_pt_asm, &lep_pt) );
        ANA_CHECK( asmTool_is->register1DHistogram(h_lep_eta_asm, &lep_eta) );
        ANA_CHECK( asmTool_is->register2DHistogram(h_lep_pt_eta_asm, &lep_pt, &lep_eta) );  
      }
      asmTool_sav.push_back(asmTool_is);
      ANA_CHECK( initialize(*asmTool_sav[iSave], input, config.selection, config.process, config.verbose) );
      
      toolName = "ApplyFakeFactor_save_" + std::to_string(icase) + "_" + std::to_string(iSave);
      CP::ApplyFakeFactor *fkfTool_is = new CP::ApplyFakeFactor(toolName.c_str());
      fkfTool_sav.push_back(fkfTool_is);
      ANA_CHECK( initialize(*fkfTool_sav[iSave], input, config.selection, config.process, config.verbose) );
      if (config.test_histo) {
        ANA_CHECK( fkfTool_is->register1DHistogram(h_lep_pt_fkf, &lep_pt) );
        ANA_CHECK( fkfTool_is->register1DHistogram(h_lep_eta_fkf, &lep_eta) );
        ANA_CHECK( fkfTool_is->register2DHistogram(h_lep_pt_eta_fkf, &lep_pt, &lep_eta) );  
      }
    }
      }
 
 
      Double_t realeff_mean_thiscase = rand.Gaus(config.realeff_mean, realeff_spread);
      if (realeff_mean_thiscase > 0.99) realeff_mean_thiscase = 0.99;
      Double_t fakeeff_mean_thiscase = rand.Gaus(config.fakeeff_mean, fakeeff_spread);
      if (fakeeff_mean_thiscase < 0.01) fakeeff_mean_thiscase = 0.01;
      if (fakeeff_mean_thiscase > realeff_mean_thiscase) fakeeff_mean_thiscase = realeff_mean_thiscase-0.01;
      
      fake_lep_frac = rand.Uniform();  // fraction of fake leptons in the loose sample
      
      totWeight_std = 0.;
      err_std = 0;
      n_fake_lhood = 0.;
      n_fake_lhood_tot_poserr = 0.;
      n_fake_lhood_tot_negerr = 0.;
      
      std::vector<LhoodMMEvent> mmevts;
      
      true_fakes = 0; 
 
      std::vector<double> realeff, fakeeff;
      
      vector<FinalState*> fs;
      FinalState* this_fs(0);
      for (unsigned ilep(0); ilep <= config.maxnbaseline; ilep++) {
    string error;
    this_fs = new FinalState(0, ilep, config.selection, config.process, error);
    fs.push_back(this_fs);
      }
      
      if (config.poisson_fluctuations) {
    nevents_thiscase = rand.Poisson(config.nevents);
      } else {
    nevents_thiscase = config.nevents;
      }
 
      static const SG::Accessor<char> TightAcc("Tight");
 
      // need two passes to simulate subtraction of real lepton contribution
      // in fake factor method with a statistically-independent sample
      for (int pass(0); pass<2; pass++) {
    int savIndex(0);
 
 
    int nEventsMultFactor = 1;
    if (pass > 0) nEventsMultFactor = 10;  // simulates higher-stats "MC" for removal of real contribution to fake factor result
    for (Long64_t ievt(0); ievt<nevents_thiscase*nEventsMultFactor; ievt++) {
 
      float nlep_frac = 1./(config.maxnbaseline-config.minnbaseline+1);
      Int_t nlep_select = config.minnbaseline+rand.Uniform()/nlep_frac;
    
      float extraweight(1.0);
    
      realeff.clear();
      fakeeff.clear();
    
      xAOD::IParticleContainer leptons(SG::VIEW_ELEMENTS);
      vector<FakeBkgTools::ParticleData> leptons_data;
    
      vector<bool> lep_real;
 
      // set up an ordered vector of lepton pts 
      vector<float> lep_pts;
      for (int ilep(0); ilep < nlep_select; ilep++) {
        lep_pts.push_back(100*rand.Uniform());
      }
      // sort in descending order
      sort(lep_pts.begin(), lep_pts.end(), std::greater<float>());
 
      for (int ilep(0); ilep < nlep_select; ilep++) {
        xAOD::Electron* lepton =  new xAOD::Electron;   // for toy MC the lepton flavor doesn't matter
        // assign the lepton as real or fake
        bool isReal(false);
        if (rand.Uniform() > fake_lep_frac) {
          isReal = true;
        } else {
          isReal = false;
        }
        
        lep_real.push_back(isReal);
        lepton->makePrivateStore();
        lepton->setCharge(rand.Uniform() > 0.5 ? 1 : -1 );
        
        lep_pt = lep_pts[ilep];
        lep_eta = -5. + 10*rand.Uniform();
        lepton->setP4( 1000*lep_pt, lep_eta, 0, 0.511);
        
        FakeBkgTools::ParticleData lepton_data;
        ANA_CHECK( lookupEfficiencies(*lepton, lepton_data) );
        // decide if lepton is tight or not
        if (isReal) {
          if (rand.Uniform() < lepton_data.real_efficiency.nominal) {
        TightAcc(*lepton) = true;
          } else {
        TightAcc(*lepton) = false;
          }
        } else {
          if (rand.Uniform() < lepton_data.fake_efficiency.nominal) {
        TightAcc(*lepton) = true;
          } else {
        TightAcc(*lepton) = false;
          }
        }
        leptons.push_back(static_cast<xAOD::IParticle*>(lepton));
        
        leptons_data.push_back(lepton_data);
      } 
      
      if (pass == 0) {
        ANA_CHECK( asmTool.addEvent(leptons, extraweight) );
        ANA_CHECK( fkfTool.addEvent(leptons, extraweight) );
        ANA_CHECK( lhmTool.addEvent(leptons, extraweight) );
        ANA_CHECK( lhmTool_FF.addEvent(leptons, extraweight) );
        if (config.test_save) {
          ANA_CHECK( lhmTool_sav[savIndex]->addEvent(leptons, extraweight) );
          ANA_CHECK( lhmTool_FF_sav[savIndex]->addEvent(leptons, extraweight) );
          ANA_CHECK( asmTool_sav[savIndex]->addEvent(leptons, extraweight) );
          ANA_CHECK( fkfTool_sav[savIndex]->addEvent(leptons, extraweight) );
        }
        
      }
 
      bool all_real(true);
      if (pass == 1) {
        for (int ilep(0); ilep < nlep_select; ilep++) {
          if (!lep_real[ilep]) {
        all_real = false;
          }
        }
      }
 
      //      fkfTool.addEvent(leptons, extraweight);
      if (pass == 1 && all_real) {
        ANA_CHECK( fkfTool.addEvent(leptons, -extraweight/nEventsMultFactor) );
        // probably not the fully correct way to do it for the LhoodMM,
        // but might be close enough
        ANA_CHECK( lhmTool_FF.addEvent(leptons, -extraweight/nEventsMultFactor) );
     
        if (config.test_save) {
          ANA_CHECK( fkfTool_sav[savIndex]->addEvent(leptons, -extraweight/nEventsMultFactor) );
          ANA_CHECK( lhmTool_FF_sav[savIndex]->addEvent(leptons, -extraweight/nEventsMultFactor) );
        }
      }
 
      // determine the expected number of fake lepton events
      // start by looping over all possible number of tight leptons
      vector<int> lep_indices;
      std::bitset<64> tights, reals, charges;
      for (int ilep(0); ilep < nlep_select; ilep++) {
        lep_indices.push_back(ilep);
        if (lep_real[ilep]) reals.set(ilep);
      }
 
      if (pass == 0) {
        for (long comb(0); comb < (1<<nlep_select); ++comb) {
          tights = std::bitset<64>(comb);
          if (fs[nlep_select]->accept_selection(tights, charges)) {
        if (fs[nlep_select]->accept_process(nlep_select, reals, tights)) {
          true_fakes += extraweight*comboProb(leptons_data, tights, reals);
        }
          }
        }
        // now see how many events actually passed the required selection
        tights.reset();
        for (int ilep = 0; ilep < nlep_select; ilep++) {
          if (TightAcc(*leptons[ilep])) tights.set(ilep);
        }
        if (fs[nlep_select]->accept_selection(tights,charges) ) {
          nevents_sel += extraweight;
        }
     
        float wgt(1.);
        ANA_CHECK( asmTool.getEventWeight(wgt, config.selection, config.process) );
        asmYield += wgt;
        asmErr += wgt*wgt;
 
        ANA_CHECK( fkfTool.getEventWeight(wgt, config.selection, config.process) );
        fkfYield += wgt;
        fkfErr += wgt*wgt;
      } else {
        // this is where the subtraction of the real contribution is simulated
        if (all_real) {
          float wgt(1.0);
          ANA_CHECK( fkfTool.getEventWeight(wgt, config.selection, config.process) );
          fkfYield -= wgt/nEventsMultFactor;
          fkfErr += wgt*wgt/(nEventsMultFactor);
        }
      }
    
      if (config.test_save) {
        if (pass == 0) {
          if (ievt > 0 &&  (((nSave*ievt)%nevents_thiscase ==0) || ievt == nevents_thiscase -1) ) {
        string saveFileName = config.saveFileNameBase;
        saveFileName+=  "_lhm_"+to_string(icase)+"_"+to_string(savIndex)+".root";
        std::unique_ptr<TFile> saveFile(TFile::Open(saveFileName.c_str(), "RECREATE"));
        ANA_CHECK( lhmTool_sav[savIndex]->saveProgress(saveFile->mkdir("fakes")) );
        saveFile->Close();
 
        saveFileName =  config.saveFileNameBase+"_asm_"+to_string(icase)+"_"+to_string(savIndex)+".root";
        saveFile = std::make_unique<TFile>(saveFileName.c_str(), "RECREATE");
        ANA_CHECK( asmTool_sav[savIndex]->saveProgress(saveFile.get()) );
        saveFile->Close();
 
        savIndex++;
          }
        } else {
          if (ievt > 0 &&  (((nSave*ievt)%(nevents_thiscase*nEventsMultFactor) ==0) || ievt == nevents_thiscase*nEventsMultFactor -1) ) {
        string saveFileName = config.saveFileNameBase;
 
        saveFileName =  config.saveFileNameBase+"_lhf_"+to_string(icase)+"_"+to_string(savIndex)+".root";
        std::unique_ptr<TFile> saveFile(TFile::Open(saveFileName.c_str(), "RECREATE"));
        ANA_CHECK( lhmTool_FF_sav[savIndex]->saveProgress(saveFile->mkdir("fakes")) );
        saveFile->Close();
 
        saveFileName =  config.saveFileNameBase+"_fkf_"+to_string(icase)+"_"+to_string(savIndex)+".root";
        saveFile = std::make_unique<TFile>(saveFileName.c_str(), "RECREATE");
        ANA_CHECK( fkfTool_sav[savIndex]->saveProgress(saveFile.get()) );
        saveFile->Close();
        savIndex++;
 
        float nfakes_tmp(0), err_tmp(0);
        ANA_CHECK( fkfTool.getTotalYield(nfakes_tmp, err_tmp, err_tmp) );;
          }
        }
      }
 
      for (xAOD::IParticleContainer::iterator it = leptons.begin(); it != leptons.end(); ++it) {
        if (*it != nullptr) delete *it;
      }
      leptons.clear();
    }
      }
      asm_err = sqrt(asmErr);
      asm_fakes = asmYield;
      ANA_CHECK( asmTool.getTotalYield(asmYield, asmErr, asmErr) );
 
 
      ANA_CHECK( lhmTool.getTotalYield(lhoodMM_fakes, lhoodMM_poserr, lhoodMM_negerr) );
 
      ANA_CHECK( lhmTool_FF.getTotalYield(lhoodFF_fakes, lhoodFF_poserr, lhoodFF_negerr) );
 
      ANA_CHECK( fkfTool.getTotalYield(fkfYield, fkfErr, fkfErr) );
      fkf_err = fkfErr;
      fkf_fakes = fkfYield;          
      
      if (config.test_systematics) {
    auto sysvars = asmTool.affectingSystematics();
    std::string systBrName, systBrNameF;
 
    for(auto& sysvar : sysvars){
      if (config.verbose) asmTool.getSystDescriptor().printUncertaintyDescription(sysvar);
 
      float asm_syst_weight, asm_syst_err;
      float fkf_syst_weight, fkf_syst_err;
      float lhoodMM_syst_weight, lhoodMM_syst_poserr, lhoodMM_syst_negerr;
      float lhoodFF_syst_weight, lhoodFF_syst_poserr, lhoodFF_syst_negerr;
 
      if (icase == 0) {
        ANA_CHECK( setupSystBranches("asm", sysvar, asm_syst_weight, asm_syst_err, asm_weight_map, asm_err_map, ntuple) );
        ANA_CHECK( setupSystBranches("fkf", sysvar, fkf_syst_weight, fkf_syst_err, fkf_weight_map, fkf_err_map, ntuple) );;
        ANA_CHECK( setupSystBranchesAsym("lhoodMM", sysvar, lhoodMM_syst_weight, lhoodMM_syst_poserr, lhoodMM_syst_negerr, lhoodMM_weight_map, lhoodMM_poserr_map, lhoodMM_negerr_map, ntuple) );
        ANA_CHECK( setupSystBranchesAsym("lhoodFF", sysvar, lhoodFF_syst_weight, lhoodFF_syst_poserr, lhoodFF_syst_negerr, lhoodFF_weight_map, lhoodFF_poserr_map, lhoodFF_negerr_map, ntuple) );
      }
      ANA_CHECK( asmTool.applySystematicVariation({sysvar}) );
      ANA_CHECK( asmTool.getTotalYield(asm_weight_map.find(sysvar)->second, 
                       asm_err_map.find(sysvar)->second,
                       asm_err_map.find(sysvar)->second));
 
      ANA_CHECK( fkfTool.applySystematicVariation({sysvar}) );;
      ANA_CHECK( fkfTool.getTotalYield(fkf_weight_map.find(sysvar)->second, 
                       fkf_err_map.find(sysvar)->second,
                       fkf_err_map.find(sysvar)->second) );
      ANA_CHECK( lhmTool.applySystematicVariation({sysvar}) );;
      ANA_CHECK( lhmTool.getTotalYield(lhoodMM_weight_map.find(sysvar)->second, 
                       lhoodMM_poserr_map.find(sysvar)->second,
                       lhoodMM_negerr_map.find(sysvar)->second) );
      ANA_CHECK( lhmTool_FF.applySystematicVariation({sysvar}) );;
      ANA_CHECK( lhmTool_FF.getTotalYield(lhoodFF_weight_map.find(sysvar)->second, 
                          lhoodFF_poserr_map.find(sysvar)->second,
                          lhoodFF_negerr_map.find(sysvar)->second) );
    }
      }
    
      
      cout << "OUTPUT true_fakes = " << true_fakes << endl;
      cout << "OUTPUT nfakes for lhoodMM = " << lhoodMM_fakes << " +" << lhoodMM_poserr << " -" <<  lhoodMM_negerr <<  endl;
      cout << "OUTPUT nfakes for lhoodFF = " << lhoodFF_fakes << " +" << lhoodFF_poserr << " -" <<  lhoodFF_negerr <<  endl;
      cout << "OUTPUT nfakes for asm = " << asm_fakes << " +- " << asm_err <<  endl;
      cout << "OUTPUT nfakes for fkf = " << fkf_fakes << " +- " << fkf_err <<  endl;
      cout << "OUTPUT true_fakes = " << true_fakes << endl;
    } else {
 
      ANA_CHECK( doMerge(input, "lhm", config, h_lep_pt_lhoodMM, lep_pt, h_lep_eta_lhoodMM, lep_eta, h_lep_pt_eta_lhoodMM, lhoodMM_fakes, lhoodMM_poserr, lhoodMM_negerr, icase) );
      ANA_CHECK( doMerge(input, "lhf", config, h_lep_pt_lhoodFF, lep_pt, h_lep_eta_lhoodFF, lep_eta, h_lep_pt_eta_lhoodFF, lhoodFF_fakes, lhoodFF_poserr, lhoodFF_negerr, icase) );
      ANA_CHECK( doMerge(input, "asm", config, h_lep_pt_asm, lep_pt, h_lep_eta_asm, lep_eta, h_lep_pt_eta_asm, asm_fakes, asm_err, asm_err, icase) );
      ANA_CHECK( doMerge(input, "fkf", config, h_lep_pt_fkf, lep_pt, h_lep_eta_fkf, lep_eta, h_lep_pt_eta_fkf, fkf_fakes, fkf_err, fkf_err, icase) );
    }
     
    ntuple->Fill();
 
    f_out->cd();
    if (config.test_histo) {
      h_lep_pt_lhoodMM->Write();
      h_lep_eta_lhoodMM->Write();
      h_lep_pt_eta_lhoodMM->Write();
      h_lep_pt_lhoodFF->Write();
      h_lep_eta_lhoodFF->Write();
      h_lep_pt_eta_lhoodFF->Write();
      h_lep_pt_asm->Write();
      h_lep_eta_asm->Write();
      h_lep_pt_eta_asm->Write();
      h_lep_pt_fkf->Write();
      h_lep_eta_fkf->Write();
      h_lep_pt_eta_fkf->Write();
      
      delete h_lep_pt_lhoodMM;
      delete h_lep_eta_lhoodMM;
      delete h_lep_pt_eta_lhoodMM;
      delete h_lep_pt_lhoodFF;
      delete h_lep_eta_lhoodFF;
      delete h_lep_pt_eta_lhoodFF;
      delete h_lep_pt_asm;
      delete h_lep_eta_asm;
      delete h_lep_pt_eta_asm;
      delete h_lep_pt_fkf;
      delete h_lep_eta_fkf;
      delete h_lep_pt_eta_fkf;
 
 
    }
  }
 
  f_out->Write();
  f_out->Close();
 
  return StatusCode::SUCCESS;
}

ATLAS_NOT_THREAD_SAFE() [5/7]

int main ATLAS_NOT_THREAD_SAFE	(	int	argc,
		char *	argv[]
	)

Definition at line 132 of file fbtTestToyMC.cxx.

                                                      {
  ANA_CHECK_SET_TYPE (int);
 
  fbtTestToyMC_config config;
 
  // defaults
  config.nevents = 100;
  config.ncases = 100;
  config.realeff_mean = 0.90;
  config.fakeeff_mean = 0.20;
  config.eff_spread = 0.10;
  config.eff_delta_with_pt = 0.;
  config.minnbaseline = 1;
  config.maxnbaseline = 4;
  config.test_save = false;
  config.saveFileNameBase = "saveProgress";
  config.mergeFileNameBase = "saveProgress";
  config.test_merge = false;
  config.test_histo = false;
  config.test_systematics = false;
  config.poisson_fluctuations = false;
  config.verbose = false;
  config.selection = ">=1T";
  config.process = ">=1F[T]";
 
  if (config.verbose) cout << "maxnbaseline = " << config.maxnbaseline << endl;
 
  ANA_CHECK( parseArguments(argc, argv, config) );
 
  ANA_CHECK( Loop(config) );
}

ATLAS_NOT_THREAD_SAFE() [6/7]

StatusCode parseArguments ATLAS_NOT_THREAD_SAFE	(	int	argc,
		char *	argv[],
		fbtTestToyMC_config &	config
	)

Definition at line 773 of file fbtTestToyMC.cxx.

                                                                                                     {
  static struct option long_options[] = 
    {
      {"ncases",  required_argument, 0, 'c'},
      {"nevents", required_argument, 0, 'e'},
      {"minnb", required_argument, 0, 'm'},
      {"maxnb", required_argument, 0, 'n'},
      {"rmean", required_argument, 0, 'r'},
      {"fmean", required_argument, 0, 'f'},
      {"effsigma", required_argument, 0, 's'},
      {"effdeltawithpt", required_argument, 0, 'd'},
      {"sel", required_argument, 0, 'l'},
      {"proc", required_argument, 0, 'p'},
      {"test_save", no_argument, 0, 'S'},
      {"test_merge", required_argument, 0, 'M'},
      {"test_histo", required_argument, 0, 'H'},
      {"test_systematics", no_argument, 0, 'E'},
      {"verbose", no_argument, 0, 'v'},
      {"poisson", no_argument, 0, 'P'},
      {"help", no_argument, 0, 'h'},
      {0,0,0,0}
    };
 
  int c;
  //  int optind;
  int longindex = 0;
 
  while ((c = getopt_long(argc, argv, "c:e:m:n:r:f:s:d:l:p:S:M:HEPvh", long_options, &longindex)) != -1) {
    switch(c) {
    case 'c':
      config.ncases = atoi(optarg);
      break;
    case 'e':
      config.nevents = atoi(optarg);
      break;
    case 'r':
      config.realeff_mean = atof(optarg);
      break;
    case 'f':
      config.fakeeff_mean = atof(optarg);
      break;
    case 's':
      config.eff_spread = atof(optarg);
      break;
    case 'd':
      config.eff_delta_with_pt = atof(optarg);
      break;
    case 'l':
      config.selection = optarg;
      break;
    case 'p':
      config.process = optarg;
      break;
    case 'm':
      config.minnbaseline = atoi(optarg);
      break;
    case 'n':
      config.maxnbaseline = atoi(optarg);
      break;
    case 'S':
      config.test_save = true;
      config.saveFileNameBase = optarg;
      break;
    case 'M':
      config.test_merge = true;
      config.mergeFileNameBase = optarg;
      break;
    case 'H':
      config.test_histo = true;
      break;
    case 'E':
      config.test_systematics = true;
      break;
    case 'v':
      config.verbose = true;
      break;
    case 'P':
      config.poisson_fluctuations = true;
      break;
    case 'h':
      ANA_CHECK( usage() );
      exit(0);
    case '?':
      ANA_CHECK( usage() );
      abort();
    default:
      abort();
    }
  }
  
  // remove any \ from selection and process strings 
  size_t pos;
 
  pos = config.selection.find("\"");
  while (pos != string::npos) {
    config.selection.replace(pos, 1, "");
    pos = config.selection.find("\"");
  }
  pos = config.process.find("\"");
  while (pos != string::npos) {
    config.process.replace(pos, 1, "");
    pos = config.process.find("\"");
  }
  return StatusCode::SUCCESS;
}

ATLAS_NOT_THREAD_SAFE() [7/7]

StatusCode lookupEfficiencies ATLAS_NOT_THREAD_SAFE	(	xAOD::IParticle &	lepton,
		FakeBkgTools::ParticleData &	lepton_data
	)

Definition at line 1012 of file fbtTestToyMC.cxx.

                                                                                                                  {
 
  if (h_realeff_e == 0) cout << "No real e" << endl;
  if (h_fakeeff_e == 0) cout << "No fake e" << endl;
  if (h_realeff_mu == 0) cout << "No real mu" << endl;
  if (h_fakeeff_mu == 0) cout << "No fake mu" << endl;
  if (lepton.type() == xAOD::Type::Electron) {
    lepton_data.real_efficiency.nominal = h_realeff_e->GetBinContent(h_realeff_e->FindBin(lepton.pt()/1000.));
    lepton_data.fake_efficiency.nominal = h_fakeeff_e->GetBinContent(h_fakeeff_e->FindBin(lepton.pt()/1000.));
  } else {
    lepton_data.real_efficiency.nominal = h_realeff_mu->GetBinContent(h_realeff_mu->FindBin(lepton.pt()/1000.));
    lepton_data.fake_efficiency.nominal = h_fakeeff_mu->GetBinContent(h_fakeeff_mu->FindBin(lepton.pt()/1000.));
  }
  return StatusCode::SUCCESS;
}

comboProb()

double comboProb	(	const vector< FakeBkgTools::ParticleData > &	leptons_data,
		const std::bitset< 64 > &	tights,
		const std::bitset< 64 > &	reals
	)

Definition at line 1028 of file fbtTestToyMC.cxx.

                                                                                                                                  {
 
  double prob(1.);
  for (unsigned ilep = 0; ilep < leptons_data.size(); ilep++) {
    if (tights[ilep]) {
      if (reals[ilep]) {
    prob *= leptons_data[ilep].real_efficiency.nominal;
      } else {
    prob *= leptons_data[ilep].fake_efficiency.nominal;
      }
    } else {
      if (reals[ilep]) {
    prob *= (1.-leptons_data[ilep].real_efficiency.nominal);
      } else {
    prob *= (1.-leptons_data[ilep].fake_efficiency.nominal);
      }
    }
  }
 
  return prob;
}

comboProb_FF()

double comboProb_FF	(	const vector< FakeBkgTools::ParticleData > &	leptons_data,
		const std::bitset< 64 > &	tights,
		const std::bitset< 64 > &	reals
	)

Definition at line 1050 of file fbtTestToyMC.cxx.

                                                                                                                                     {
 
  // like comboProb, but with real efficiencies set to 1.  
  double prob(1.);
  for (unsigned ilep = 0; ilep < leptons_data.size(); ilep++) {
    if (tights[ilep]) {
      if (reals[ilep]) {
      } else {
    prob *= leptons_data[ilep].fake_efficiency.nominal;
      }
    } else {
      if (reals[ilep]) {
    prob *= 0; 
      } else {
    prob *= (1.-leptons_data[ilep].fake_efficiency.nominal);
      }
    }
  }
  for (unsigned ilep = 0; ilep < leptons_data.size(); ilep++) {
    if (reals[ilep]) {
      float F = leptons_data[ilep].fake_efficiency.nominal/(1-leptons_data[ilep].fake_efficiency.nominal);
      prob += F;
    }
  }
  return prob;
}

openRootFile()

std::unique_ptr< TFile > openRootFile

(

fbtTestToyMC_config &

config

)

Definition at line 879 of file fbtTestToyMC.cxx.

                                                               {
  string outputdirname;
  string rootfilename;
  outputdirname = "FakeBkgTools_toy_MC_nevents_";
  outputdirname += to_string(config.nevents);
  outputdirname += "_ncases_";
  outputdirname += to_string(config.ncases);
  outputdirname += "_minnbaseline_";
  outputdirname += to_string(config.minnbaseline);
  outputdirname += "_maxnbaseline_";
  outputdirname += to_string(config.maxnbaseline);
  outputdirname += "_realeff_";
  outputdirname += to_string(config.realeff_mean);
  outputdirname += "_fakeeff_";
  outputdirname += to_string(config.fakeeff_mean);
  outputdirname += "_effspread_";
  outputdirname += to_string(config.eff_spread);
  outputdirname += "_selection_";
  outputdirname += config.selection;
  outputdirname += "_process_";
  outputdirname += config.process;
  if (config.poisson_fluctuations) {
    outputdirname += "_poisson_";
  }
 
  //now replace things like >, < from selection and process strings to get a 
  //legal directory name
  size_t pos;
  pos = outputdirname.find(">=");
  while (pos != string::npos) {
    outputdirname.replace(pos, 2, "ge");
    pos = outputdirname.find(">=");
  }
  pos = outputdirname.find("<=");
  while (pos != string::npos) {
    outputdirname.replace(pos, 2, "le");
    pos = outputdirname.find("<=");
  }
  pos = outputdirname.find(">");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "gt");
    pos = outputdirname.find(">");
  }
  pos = outputdirname.find("<");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "lt");
    pos = outputdirname.find("<");
  }
  pos = outputdirname.find("=");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "eq");
    pos = outputdirname.find("=");
  }
  pos = outputdirname.find(",");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "");
    pos = outputdirname.find(",");
  }
  pos = outputdirname.find("[");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "");
    pos = outputdirname.find("[");
  }
  pos = outputdirname.find("]");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "");
    pos = outputdirname.find("]");
  }
  pos = outputdirname.find("\"");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "");
    pos = outputdirname.find("\"");
  }
  pos = outputdirname.find("\\");
  while (pos != string::npos) {
    outputdirname.replace(pos, 1, "");
    pos = outputdirname.find("\\");
  }
 
  gSystem->mkdir(outputdirname.c_str());
  rootfilename = outputdirname+"/output.root";
  
  config.outputdirname = outputdirname;
 
  std::unique_ptr<TFile> f_out(TFile::Open(rootfilename.c_str(),"RECREATE"));
 
  return f_out;
}

setupSystBranches()

StatusCode setupSystBranches	(	const char *	baseName,
		CP::SystematicVariation	sysvar,
		float &	weight,
		float &	weight_err,
		std::map< CP::SystematicVariation, float > &	syst_map,
		std::map< CP::SystematicVariation, float > &	syst_err_map,
		TTree *	ntuple
	)

Definition at line 1077 of file fbtTestToyMC.cxx.

                                {
  syst_map.emplace(std::make_pair(sysvar, weight));
  std::string systBrName = baseName;
  systBrName = systBrName+"_fakes_"+sysvar.name();
  std::string systBrNameF = systBrName+"/F";
  ntuple->Branch(systBrName.c_str(), &(syst_map.find(sysvar)->second), systBrNameF.c_str());
  syst_err_map.emplace(std::make_pair(sysvar, weight_err));
  systBrName = baseName;
  systBrName = systBrName+"_err_"+sysvar.name();
  systBrNameF = systBrName+"/F";
  ntuple->Branch(systBrName.c_str(), &(syst_err_map.find(sysvar)->second), systBrNameF.c_str());
 
  return StatusCode::SUCCESS;
}

setupSystBranchesAsym()

StatusCode setupSystBranchesAsym	(	const char *	baseName,
		CP::SystematicVariation	sysvar,
		float &	weight,
		float &	weight_poserr,
		float &	weight_negerr,
		std::map< CP::SystematicVariation, float > &	syst_map,
		std::map< CP::SystematicVariation, float > &	syst_poserr_map,
		std::map< CP::SystematicVariation, float > &	syst_negerr_map,
		TTree *	ntuple
	)

Definition at line 1098 of file fbtTestToyMC.cxx.

                                {
  syst_map.emplace(std::make_pair(sysvar, weight));
  std::string systBrName = baseName;
  systBrName = systBrName+"_fakes_"+sysvar.name();
  std::string systBrNameF = systBrName+"/F";
  ntuple->Branch(systBrName.c_str(), &(syst_map.find(sysvar)->second), systBrNameF.c_str());
  syst_poserr_map.emplace(std::make_pair(sysvar, weight_poserr));
  systBrName = baseName;
  systBrName = systBrName+"_poserr_"+sysvar.name();
  systBrNameF = systBrName+"/F";
  ntuple->Branch(systBrName.c_str(), &(syst_poserr_map.find(sysvar)->second), systBrNameF.c_str());
  syst_negerr_map.emplace(std::make_pair(sysvar, weight_negerr));
  systBrName = baseName;
  systBrName = systBrName+"_negerr_"+sysvar.name();
  systBrNameF = systBrName+"/F";
  ntuple->Branch(systBrName.c_str(), &(syst_negerr_map.find(sysvar)->second), systBrNameF.c_str());
 
  return StatusCode::SUCCESS;
}

usage()

StatusCode usage

(

)

Definition at line 1167 of file fbtTestToyMC.cxx.

                   {
  std::cout << std::endl << "fbtTestToyMC provides a toy MC model of a set of pseudoexperiments.  It is intended to explore the statistical properties of the fake lepton background estimate for a given set of experiemental conditions (number of events, number of leptons required, typical values of the real and fake efficiencies, etc.)" << std::endl << std::endl;
  std::cout << "Options: " << std::endl;
  std::cout << "   --ncases, -c:  number of pseudoexperiments to run (default: 100)" << std::endl;
  std::cout << "   --nevents, -e:  number of events in each pseudoexperiment (default: 100)" << std::endl;
  std::cout << "   --poisson, -P:  use Poisson-distributed number of events in each pseudoexperiment, rather than a fixed number (default: false)" << std::endl;
  std::cout << "   --minnb, -m:  minimum number of baseline leptons per event (default: 1)" << std::endl;
  std::cout << "   --maxnb, -m:  maximum number of baseline leptons per event (default: 4)" << std::endl;
  std::cout << "   --rmean, -r: average real lepton efficiency (default: 0.9)" << std::endl;
  std::cout << "   --fmean, -f: average fake lepton efficiency (default: 0.2)" << std::endl;
  std::cout << "   --effsigma, -s: standard deviation for lepton-to-lepton variation in real and fake efficiencies (default: 0.10)" << std::endl;
  std::cout << "   --effdeltawithpt, -d: rate at which the real (fake) efficiency increases (decreases) with simulated pt.  Note that the simulated pt range is 0 to 100" << std::endl;
  std::cout << "   --sel, -l: selection string to be used by the tools (default \" >= 1T\") " << std::endl;
  std::cout << "   --proc, -p: process string to be used by the tools (default \" >= 1F[T]\") " << std::endl;
  std::cout << "   --test_save, -S: save output from subjobs in each pseudoexperiement.  If set, requires an argument to specify the base name of the root files where the output will be saved. (default: false) " << std::endl;
  std::cout << "   --test_merge, -M: merge output from subjobs in each pseudoexperiement.  If set, requires an argument to specify the base name of the root files to be merged.  This should match the base name used in a previous run with the --test_save option (default: false) " << std::endl;
  std::cout << "   --test_histo, -H: test the filling of 1- and 2-dimensional histograms (default: false) " << std::endl;
  std::cout << "   --test_systematics, -E: test the handling of systematic unceratinties (default: false) " << std::endl;
  std::cout << "   --verbose, -v: enable verbose output (default: false) " << std::endl;
  std::cout << "   --help, -h: print this help message" << std::endl;
  return StatusCode::SUCCESS;;
}

writeROOT()

StatusCode writeROOT	(	const string &	name,
		int	type,
		float	realeff_mean,
		float	fakeeff_mean,
		float	eff_spread,
		float	eff_delta_with_pt
	)

Definition at line 696 of file fbtTestToyMC.cxx.

                                                                                                                                     {
  TRandom3 rnd(235789);
 
  int nbin = 100;
 
  std::unique_ptr<TFile> file(TFile::Open(name.c_str(), "RECREATE"));
 
  if(type == 0)
    {
      TH1D hElFake("FakeEfficiency_el_pt","FakeEfficiency_el_pt", nbin, 0., 1.*nbin);
      TH1D hMuFake("FakeEfficiency_mu_pt","FakeEfficiency_mu_pt", nbin, 0., 1.*nbin);
      TH1D hElReal("RealEfficiency_el_pt","RealEfficiency_el_pt", nbin, 0., 1.*nbin);
      TH1D hMuReal("RealEfficiency_mu_pt","RealEfficiency_mu_pt", nbin, 0., 1.*nbin);
 
      TH1D hElFake_bigSyst("FakeEfficiency_el_pt__bigSyst","FakeEfficiency_el_pt__bigSyst", nbin, 0., 1.*nbin);
      TH1D hElFake_smallSyst("FakeEfficiency_el_pt__smallSyst","FakeEfficiency_el_pt__smallSyst", nbin, 0., 1.*nbin);
      TH1D hMuFake_bigSyst("FakeEfficiency_mu_pt__bigSyst","FakeEfficiency_mu_pt__bigSyst", nbin, 0., 1.*nbin);
      TH1D hMuFake_smallSyst("FakeEfficiency_mu_pt__smallSyst","FakeEfficiency_mu_pt__smallSyst", nbin, 0., 1.*nbin);
      TH1D hElReal_bigSyst("RealEfficiency_el_pt__bigSyst","RealEfficiency_el_pt__bigSyst", nbin, 0., 1.*nbin);
      TH1D hMuReal_bigSyst("RealEfficiency_mu_pt__bigSyst","RealEfficiency_mu_pt__bigSyst", nbin, 0., 1.*nbin);
 
      for (int ibin = 1; ibin <= nbin; ibin++) {
    Double_t realeff = TMath::Min(rnd.Gaus(realeff_mean, eff_spread)+eff_delta_with_pt*(ibin-nbin/2), 0.99);
    Double_t fakeeff = TMath::Max(rnd.Gaus(fakeeff_mean, eff_spread)-eff_delta_with_pt*(ibin-nbin/2), 0.01);
    
    float minrfdiff = 0.10;
    if (realeff - fakeeff < minrfdiff) {
      if (realeff > minrfdiff) {
        fakeeff = realeff - minrfdiff;
      } else {
        realeff = realeff + 0.10;
      }
    }
    
    // sanity checks on the efficiencies
    if (realeff < 0 || realeff > 1.) cout << "ERROR: Bad real efficiency value: " << realeff << endl;
        if (fakeeff < 0 || fakeeff > 1.) cout << "ERROR: Bad fake efficiency value: " << fakeeff << endl;
    if ((realeff - fakeeff) < minrfdiff) cout << "ERROR: Too small difference between real and fake efficiencies: " << realeff << " " << fakeeff << endl;
 
    hElFake.SetBinContent(ibin, fakeeff);
    hElFake.SetBinError(ibin, eff_spread);
    //hElFake.SetBinError(ibin, 0.);
    hMuFake.SetBinContent(ibin, fakeeff);
    hMuFake.SetBinError(ibin, eff_spread);
    //hMuFake.SetBinError(ibin, 0.);
    hElReal.SetBinContent(ibin, realeff);
        hElReal.SetBinError(ibin, eff_spread);
    //hElReal.SetBinError(ibin, 0.);
    hMuReal.SetBinContent(ibin, realeff);
    hMuReal.SetBinError(ibin, eff_spread);
    //hMuReal.SetBinError(ibin, 0.);
 
    hElFake_bigSyst.SetBinContent(ibin, 0.20*hElFake.GetBinContent(ibin));
    hElFake_smallSyst.SetBinContent(ibin, 0.02*hElFake.GetBinContent(ibin));
    hMuFake_bigSyst.SetBinContent(ibin, 0.20*hMuFake.GetBinContent(ibin));
    hMuFake_smallSyst.SetBinContent(ibin, 0.02*hMuFake.GetBinContent(ibin));
    hElReal_bigSyst.SetBinContent(ibin, 0.20*hElReal.GetBinContent(ibin));
    hMuReal_bigSyst.SetBinContent(ibin, 0.20*hMuReal.GetBinContent(ibin));
 
      }
 
      file->cd();
      hElFake.Write();
      hElReal.Write();
      hMuFake.Write();
      hMuReal.Write();
      hElFake_bigSyst.Write();
      hElReal_bigSyst.Write(); 
      hElFake_smallSyst.Write();
      hMuFake_bigSyst.Write();
      hMuFake_smallSyst.Write();
      hMuReal_bigSyst.Write();
    }
  file->Close();
  return StatusCode::SUCCESS;
}

writeXML()

StatusCode writeXML	(	const string &	name,
		int	type
	)

Variable Documentation

err_std

double err_std

Definition at line 111 of file fbtTestToyMC.cxx.

f_stdneg_lhood_pos

std::ofstream* f_stdneg_lhood_pos

Definition at line 127 of file fbtTestToyMC.cxx.

f_stdpos_lhood_0

std::ofstream* f_stdpos_lhood_0

Definition at line 128 of file fbtTestToyMC.cxx.

fitFailed

bool fitFailed

Definition at line 116 of file fbtTestToyMC.cxx.

h_fakeeff_e

TH1F * h_fakeeff_e

Definition at line 72 of file fbtTestToyMC.cxx.

h_fakeeff_mu

TH1F * h_fakeeff_mu

Definition at line 72 of file fbtTestToyMC.cxx.

h_realeff_e

TH1F* h_realeff_e

Definition at line 72 of file fbtTestToyMC.cxx.

h_realeff_mu

TH1F * h_realeff_mu

Definition at line 72 of file fbtTestToyMC.cxx.

n_fake_lhood

Double_t n_fake_lhood

Definition at line 122 of file fbtTestToyMC.cxx.

n_fake_lhood_tot_negerr

Double_t n_fake_lhood_tot_negerr

Definition at line 125 of file fbtTestToyMC.cxx.

n_fake_lhood_tot_poserr

Double_t n_fake_lhood_tot_poserr

Definition at line 124 of file fbtTestToyMC.cxx.

nSave

const int nSave = 4

Definition at line 130 of file fbtTestToyMC.cxx.

rootEffFile

TFile* rootEffFile

Definition at line 73 of file fbtTestToyMC.cxx.

rootEffFileName

string rootEffFileName

Definition at line 118 of file fbtTestToyMC.cxx.

totWeight_std

double totWeight_std

Definition at line 110 of file fbtTestToyMC.cxx.

weight_lepfakes_2tight

double weight_lepfakes_2tight

Definition at line 112 of file fbtTestToyMC.cxx.

weight_lepfakes_2tight_1loose

double weight_lepfakes_2tight_1loose

Definition at line 114 of file fbtTestToyMC.cxx.

weight_lepfakes_3tight

double weight_lepfakes_3tight

Definition at line 113 of file fbtTestToyMC.cxx.