ErrorsAnalyzer.cc

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// -*- C++ -*-
//
// Package:    ErrorsAnalyzer
// Class:      ErrorsAnalyzer
//
//
// Original Author:  Marco De Mattia
//         Created:  Thu Sep 11 12:16:00 CEST 2008
//
//

// system include files
#include <memory>
#include <string>
#include <vector>

#include "FWCore/Framework/interface/Frameworkfwd.h"
#include "FWCore/Framework/interface/one/EDAnalyzer.h"
#include "FWCore/Framework/interface/Event.h"
#include "FWCore/Framework/interface/MakerMacros.h"
#include "FWCore/ParameterSet/interface/ParameterSet.h"

#include <TH1D.h>
#include <TProfile.h>
#include <TString.h>
#include <TCanvas.h>
#include <TGraphAsymmErrors.h>
#include <TROOT.h>

#include "MuonAnalysis/MomentumScaleCalibration/interface/Functions.h"
#include "MuonAnalysis/MomentumScaleCalibration/interface/RootTreeHandler.h"
#include "MuScleFitUtils.h"

//
// class declaration
//

class ErrorsAnalyzer : public edm::one::EDAnalyzer<> {
public:
  explicit ErrorsAnalyzer(const edm::ParameterSet&);
  ~ErrorsAnalyzer() override;

private:
  void analyze(const edm::Event&, const edm::EventSetup&) override;
  void fillHistograms();
  void drawHistograms(const TProfile* histo,
                      const TProfile* histoPlusErr,
                      const TProfile* histoMinusErr,
                      const TString& type);
  void fillValueError();
  void endJob() override{};

  TString treeFileName_;
  int resolFitType_;
  uint32_t maxEvents_;
  TString outputFileName_;
  int ptBins_;
  double ptMin_;
  double ptMax_;
  int etaBins_;
  double etaMin_;
  double etaMax_;
  bool debug_;

  std::vector<double> parameters_;
  std::vector<double> errors_;
  std::vector<int> errorFactors_;

  std::vector<double> valuePlusError_;
  std::vector<double> valueMinusError_;

  TProfile* sigmaPtVsEta_;
  TProfile* sigmaPtVsEtaPlusErr_;
  TProfile* sigmaPtVsEtaMinusErr_;

  TProfile* sigmaPtVsPt_;
  TProfile* sigmaPtVsPtPlusErr_;
  TProfile* sigmaPtVsPtMinusErr_;

  // Mass resolution
  TProfile* sigmaMassVsEta_;
  TProfile* sigmaMassVsEtaPlusErr_;
  TProfile* sigmaMassVsEtaMinusErr_;

  TProfile* sigmaMassVsPt_;
  TProfile* sigmaMassVsPtPlusErr_;
  TProfile* sigmaMassVsPtMinusErr_;
};

ErrorsAnalyzer::ErrorsAnalyzer(const edm::ParameterSet& iConfig)
    : treeFileName_(iConfig.getParameter<std::string>("InputFileName")),
      resolFitType_(iConfig.getParameter<int>("ResolFitType")),
      maxEvents_(iConfig.getParameter<int>("MaxEvents")),
      outputFileName_(iConfig.getParameter<std::string>("OutputFileName")),
      ptBins_(iConfig.getParameter<int>("PtBins")),
      ptMin_(iConfig.getParameter<double>("PtMin")),
      ptMax_(iConfig.getParameter<double>("PtMax")),
      etaBins_(iConfig.getParameter<int>("EtaBins")),
      etaMin_(iConfig.getParameter<double>("EtaMin")),
      etaMax_(iConfig.getParameter<double>("EtaMax")),
      debug_(iConfig.getParameter<bool>("Debug")) {
  parameters_ = iConfig.getParameter<std::vector<double> >("Parameters");
  errors_ = iConfig.getParameter<std::vector<double> >("Errors");
  errorFactors_ = iConfig.getParameter<std::vector<int> >("ErrorFactors");

  if ((parameters_.size() != errors_.size()) || (parameters_.size() != errorFactors_.size())) {
    std::cout << "Error: parameters and errors have different number of values" << std::endl;
    exit(1);
  }

  fillValueError();

  sigmaPtVsPt_ = new TProfile("sigmaPtVsPtProfile", "sigmaPtVsPt", ptBins_, ptMin_, ptMax_);
  sigmaPtVsPtPlusErr_ = new TProfile("sigmaPtVsPtPlusErrProfile", "sigmaPtVsPtPlusErr", ptBins_, ptMin_, ptMax_);
  sigmaPtVsPtMinusErr_ = new TProfile("sigmaPtVsPtMinusErrProfile", "sigmaPtVsPtMinusErr", ptBins_, ptMin_, ptMax_);

  sigmaPtVsEta_ = new TProfile("sigmaPtVsEtaProfile", "sigmaPtVsEta", etaBins_, etaMin_, etaMax_);
  sigmaPtVsEtaPlusErr_ = new TProfile("sigmaPtVsEtaPlusErrProfile", "sigmaPtVsEtaPlusErr", etaBins_, etaMin_, etaMax_);
  sigmaPtVsEtaMinusErr_ =
      new TProfile("sigmaPtVsEtaMinusErrProfile", "sigmaPtVsEtaMinusErr", etaBins_, etaMin_, etaMax_);

  sigmaMassVsPt_ = new TProfile("sigmaMassVsPtProfile", "sigmaMassVsPt", ptBins_, ptMin_, ptMax_);
  sigmaMassVsPtPlusErr_ = new TProfile("sigmaMassVsPtPlusErrProfile", "sigmaMassVsPtPlusErr", ptBins_, ptMin_, ptMax_);
  sigmaMassVsPtMinusErr_ =
      new TProfile("sigmaMassVsPtMinusErrProfile", "sigmaMassVsPtMinusErr", ptBins_, ptMin_, ptMax_);

  sigmaMassVsEta_ = new TProfile("sigmaMassVsEtaProfile", "sigmaMassVsEta", etaBins_, etaMin_, etaMax_);
  sigmaMassVsEtaPlusErr_ =
      new TProfile("sigmaMassVsEtaPlusErrProfile", "sigmaMassVsEtaPlusErr", etaBins_, etaMin_, etaMax_);
  sigmaMassVsEtaMinusErr_ =
      new TProfile("sigmaMassVsEtaMinusErrProfile", "sigmaMassVsEtaMinusErr", etaBins_, etaMin_, etaMax_);
}

void ErrorsAnalyzer::fillValueError() {
  valuePlusError_.resize(parameters_.size());
  valueMinusError_.resize(parameters_.size());

  std::vector<double>::const_iterator parIt = parameters_.begin();
  std::vector<double>::const_iterator errIt = errors_.begin();
  std::vector<int>::const_iterator errFactorIt = errorFactors_.begin();
  int i = 0;
  for (; parIt != parameters_.end(); ++parIt, ++errIt, ++errFactorIt, ++i) {
    valuePlusError_[i] = *parIt + (*errIt) * (*errFactorIt);
    valueMinusError_[i] = *parIt - (*errIt) * (*errFactorIt);
  }
}

ErrorsAnalyzer::~ErrorsAnalyzer() {
  gROOT->SetStyle("Plain");

  fillHistograms();

  TFile* outputFile = new TFile(outputFileName_, "RECREATE");

  drawHistograms(sigmaPtVsEta_, sigmaPtVsEtaPlusErr_, sigmaPtVsEtaMinusErr_, "sigmaPtVsEta");
  drawHistograms(sigmaPtVsPt_, sigmaPtVsPtPlusErr_, sigmaPtVsPtMinusErr_, "sigmaPtVsPt");

  drawHistograms(sigmaMassVsEta_, sigmaMassVsEtaPlusErr_, sigmaMassVsEtaMinusErr_, "sigmaMassVsEta");
  drawHistograms(sigmaMassVsPt_, sigmaMassVsPtPlusErr_, sigmaMassVsPtMinusErr_, "sigmaMassVsPt");

  outputFile->Write();
  outputFile->Close();
}

void ErrorsAnalyzer::drawHistograms(const TProfile* histo,
                                    const TProfile* histoPlusErr,
                                    const TProfile* histoMinusErr,
                                    const TString& type) {
  TH1D* sigmaPtVsEtaTH1D =
      new TH1D(type, type, histo->GetNbinsX(), histo->GetXaxis()->GetXmin(), histo->GetXaxis()->GetXmax());
  TH1D* sigmaPtVsEtaPlusErrTH1D = new TH1D(type + "PlusErr",
                                           type + "PlusErr",
                                           histo->GetNbinsX(),
                                           histo->GetXaxis()->GetXmin(),
                                           histo->GetXaxis()->GetXmax());
  TH1D* sigmaPtVsEtaMinusErrTH1D = new TH1D(type + "MinusErr",
                                            type + "MinusErr",
                                            histo->GetNbinsX(),
                                            histo->GetXaxis()->GetXmin(),
                                            histo->GetXaxis()->GetXmax());

  TH1D* sigmaMassVsEtaTH1D =
      new TH1D(type, type, histo->GetNbinsX(), histo->GetXaxis()->GetXmin(), histo->GetXaxis()->GetXmax());
  TH1D* sigmaMassVsEtaPlusErrTH1D = new TH1D(type + "PlusErr",
                                             type + "PlusErr",
                                             histo->GetNbinsX(),
                                             histo->GetXaxis()->GetXmin(),
                                             histo->GetXaxis()->GetXmax());
  TH1D* sigmaMassVsEtaMinusErrTH1D = new TH1D(type + "MinusErr",
                                              type + "MinusErr",
                                              histo->GetNbinsX(),
                                              histo->GetXaxis()->GetXmin(),
                                              histo->GetXaxis()->GetXmax());

  TCanvas* canvas = new TCanvas("canvas" + type, "canvas" + type, 1000, 800);
  for (int iBin = 1; iBin <= histo->GetNbinsX(); ++iBin) {
    sigmaPtVsEtaTH1D->SetBinContent(iBin, histo->GetBinContent(iBin));
    sigmaPtVsEtaPlusErrTH1D->SetBinContent(iBin, histoPlusErr->GetBinContent(iBin));
    sigmaPtVsEtaMinusErrTH1D->SetBinContent(iBin, histoMinusErr->GetBinContent(iBin));
  }
  int numBins = sigmaPtVsEtaTH1D->GetNbinsX();
  // Draw TGraph with asymmetric errors
  Double_t* values = sigmaPtVsEtaTH1D->GetArray();
  Double_t* valuesPlus = sigmaPtVsEtaPlusErrTH1D->GetArray();
  Double_t* valuesMinus = sigmaPtVsEtaMinusErrTH1D->GetArray();
  double* posErrors = new double[numBins];
  double* negErrors = new double[numBins];

  TGraphAsymmErrors* graphAsymmErrors = new TGraphAsymmErrors(sigmaPtVsEtaTH1D);
  TGraph* graph = new TGraph(sigmaPtVsEtaTH1D);

  for (int i = 1; i <= numBins; ++i) {
    // std::cout << "filling " << i << std::endl;
    posErrors[i - 1] = valuesPlus[i] - values[i];
    if (valuesMinus[i] < 0)
      negErrors[i - 1] = values[i];
    else
      negErrors[i - 1] = values[i] - valuesMinus[i];

    graphAsymmErrors->SetPointEYlow(i - 1, negErrors[i - 1]);
    graphAsymmErrors->SetPointEYhigh(i - 1, posErrors[i - 1]);
  }

  canvas->Draw();

  delete[] posErrors;
  delete[] negErrors;

  graphAsymmErrors->SetTitle("");
  graphAsymmErrors->SetFillColor(kGray);
  graphAsymmErrors->Draw("A2");
  TString title(type);
  if (type == "Eta")
    title = "#eta";
  graphAsymmErrors->GetXaxis()->SetTitle(title);
  graphAsymmErrors->GetYaxis()->SetTitle("#sigmaPt/Pt");
  graph->Draw();

  //  graph->SetLineColor(kGray);
  //  graph->SetMarkerColor(kBlack);
  //  graph->Draw("AP");

  //   if( debug_ ) {
  //     sigmaPtVsEtaPlusErrTH1D->SetLineColor(kRed);
  //     sigmaPtVsEtaMinusErrTH1D->SetLineColor(kBlue);
  //   }
  //   else {
  //     sigmaPtVsEtaPlusErrTH1D->SetFillColor(kGray);
  //     sigmaPtVsEtaPlusErrTH1D->SetLineColor(kWhite);
  //     sigmaPtVsEtaMinusErrTH1D->SetFillColor(kWhite);
  //     sigmaPtVsEtaMinusErrTH1D->SetLineColor(kWhite);
  //   }
  //   sigmaPtVsEtaPlusErrTH1D->Draw();
  //   sigmaPtVsEtaTH1D->Draw("SAME");
  //   sigmaPtVsEtaMinusErrTH1D->Draw("SAME");

  sigmaPtVsEtaPlusErrTH1D->Write();
  sigmaPtVsEtaTH1D->Write();
  sigmaPtVsEtaMinusErrTH1D->Write();

  sigmaPtVsEtaPlusErr_->Write();
  sigmaPtVsEta_->Write();
  sigmaPtVsEtaMinusErr_->Write();

  // Mass
  sigmaMassVsEtaPlusErrTH1D->Write();
  sigmaMassVsEtaTH1D->Write();
  sigmaMassVsEtaMinusErrTH1D->Write();

  sigmaMassVsEtaPlusErr_->Write();
  sigmaMassVsEta_->Write();
  sigmaMassVsEtaMinusErr_->Write();

  canvas->Write();
}

// ------------ method called to for each event  ------------
void ErrorsAnalyzer::analyze(const edm::Event& iEvent, const edm::EventSetup& iSetup) {}

void ErrorsAnalyzer::fillHistograms() {
  std::cout << "Reading muon pairs from Root Tree in " << treeFileName_ << std::endl;
  RootTreeHandler rootTreeHandler;

  typedef std::vector<std::pair<lorentzVector, lorentzVector> > MuonPairVector;
  MuonPairVector savedPair;
  std::vector<std::pair<unsigned int, unsigned long long> > evtRun;
  rootTreeHandler.readTree(maxEvents_, treeFileName_, &savedPair, 0, &evtRun);
  // rootTreeHandler.readTree(maxEvents, inputRootTreeFileName_, &savedPair, &(MuScleFitUtils::genPair));

  resolutionFunctionBase<std::vector<double> >* resolutionFunctionForVec = resolutionFunctionVecService(resolFitType_);
  MuScleFitUtils::resolutionFunction = resolutionFunctionService(resolFitType_);
  MuScleFitUtils::debugMassResol_ = false;
  MuScleFitUtils::debug = 0;
  MuScleFitUtils::resfind = std::vector<int>(6, 0);

  // Loop on all the pairs
  unsigned int i = 0;
  MuonPairVector::iterator it = savedPair.begin();
  std::cout << "Starting loop on " << savedPair.size() << " muons" << std::endl;
  for (; it != savedPair.end(); ++it, ++i) {
    double pt1 = it->first.pt();
    double eta1 = it->first.eta();
    double pt2 = it->second.pt();
    double eta2 = it->second.eta();

    if (debug_) {
      std::cout << "pt1 = " << pt1 << ", eta1 = " << eta1 << ", pt2 = " << pt2 << ", eta2 = " << eta2 << std::endl;
    }

    if (pt1 == 0 && pt2 == 0 && eta1 == 0 && eta2 == 0)
      continue;

    double sigmaPt1 = resolutionFunctionForVec->sigmaPt(pt1, eta1, parameters_);
    double sigmaPt2 = resolutionFunctionForVec->sigmaPt(pt2, eta2, parameters_);
    double sigmaPtPlusErr1 = resolutionFunctionForVec->sigmaPt(pt1, eta1, valuePlusError_);
    double sigmaPtPlusErr2 = resolutionFunctionForVec->sigmaPt(pt2, eta2, valuePlusError_);
    double sigmaPtMinusErr1 = resolutionFunctionForVec->sigmaPt(pt1, eta1, valueMinusError_);
    double sigmaPtMinusErr2 = resolutionFunctionForVec->sigmaPt(pt2, eta2, valueMinusError_);

    double sigmaMass = MuScleFitUtils::massResolution(it->first, it->second, parameters_);
    double sigmaMassPlusErr = MuScleFitUtils::massResolution(it->first, it->second, valuePlusError_);
    double sigmaMassMinusErr = MuScleFitUtils::massResolution(it->first, it->second, valueMinusError_);

    if (debug_) {
      std::cout << "sigmaPt1 = " << sigmaPt1 << " + " << sigmaPtPlusErr1 << " - " << sigmaPtMinusErr1 << std::endl;
      std::cout << "sigmaPt2 = " << sigmaPt2 << " + " << sigmaPtPlusErr2 << " - " << sigmaPtMinusErr2 << std::endl;
      std::cout << "sigmaMass = " << sigmaMass << " + " << sigmaMassPlusErr << " - " << sigmaMassMinusErr << std::endl;
    }

    // Protections from nans
    if (pt1 != pt1)
      continue;
    if (pt2 != pt2)
      continue;
    if (eta1 != eta1)
      continue;
    if (eta2 != eta2)
      continue;
    if (sigmaPt1 != sigmaPt1)
      continue;
    if (sigmaPt2 != sigmaPt2)
      continue;
    if (sigmaPtPlusErr1 != sigmaPtPlusErr1)
      continue;
    if (sigmaPtPlusErr2 != sigmaPtPlusErr2)
      continue;
    if (sigmaPtMinusErr1 != sigmaPtMinusErr1)
      continue;
    if (sigmaPtMinusErr2 != sigmaPtMinusErr2)
      continue;
    if (sigmaMass != sigmaMass)
      continue;
    if (sigmaMassPlusErr != sigmaMassPlusErr)
      continue;
    if (sigmaMassMinusErr != sigmaMassMinusErr)
      continue;

    std::cout << "Muon pair number " << i << std::endl;

    // std::cout << "sigmaPt1 = " << sigmaPt1 << ", sigmaPt2 = " << sigmaPt2 << std::endl;
    // std::cout << "sigmaPtPlusErr1 = " << sigmaPtPlusErr1 << ", sigmaPtMinusErr2 = " << sigmaPtMinusErr2 << std::endl;
    // std::cout << "sigmaPtMinusErr1 = " << sigmaPtPlusErr1 << ", sigmaPtMinusErr2 = " << sigmaPtMinusErr2 << std::endl;

    sigmaPtVsPt_->Fill(pt1, sigmaPt1);
    sigmaPtVsPt_->Fill(pt2, sigmaPt2);
    sigmaPtVsPtPlusErr_->Fill(pt1, sigmaPtPlusErr1);
    sigmaPtVsPtPlusErr_->Fill(pt2, sigmaPtPlusErr2);
    sigmaPtVsPtMinusErr_->Fill(pt1, sigmaPtMinusErr1);
    sigmaPtVsPtMinusErr_->Fill(pt2, sigmaPtMinusErr2);

    sigmaPtVsEta_->Fill(eta1, sigmaPt1);
    sigmaPtVsEta_->Fill(eta2, sigmaPt2);
    sigmaPtVsEtaPlusErr_->Fill(eta1, sigmaPtPlusErr1);
    sigmaPtVsEtaPlusErr_->Fill(eta2, sigmaPtPlusErr2);
    sigmaPtVsEtaMinusErr_->Fill(eta1, sigmaPtMinusErr1);
    sigmaPtVsEtaMinusErr_->Fill(eta2, sigmaPtMinusErr2);

    sigmaMassVsPt_->Fill(pt1, sigmaMass);
    sigmaMassVsPt_->Fill(pt2, sigmaMass);
    sigmaMassVsPtPlusErr_->Fill(pt1, sigmaMassPlusErr);
    sigmaMassVsPtPlusErr_->Fill(pt2, sigmaMassPlusErr);
    sigmaMassVsPtMinusErr_->Fill(pt1, sigmaMassMinusErr);
    sigmaMassVsPtMinusErr_->Fill(pt2, sigmaMassMinusErr);

    sigmaMassVsEta_->Fill(eta1, sigmaMass);
    sigmaMassVsEta_->Fill(eta2, sigmaMass);
    sigmaMassVsEtaPlusErr_->Fill(eta1, sigmaMassPlusErr);
    sigmaMassVsEtaPlusErr_->Fill(eta2, sigmaMassPlusErr);
    sigmaMassVsEtaMinusErr_->Fill(eta1, sigmaMassMinusErr);
    sigmaMassVsEtaMinusErr_->Fill(eta2, sigmaMassMinusErr);
  }
}

//define this as a plug-in
DEFINE_FWK_MODULE(ErrorsAnalyzer);