示例#1
0
//______________________________________________________________________________
void AODmerge()
{
  // Merging method. No staging and no terminate phase.
  TStopwatch timer;
  timer.Start();
  TString outputDir = "wn.xml";
  TString outputFiles = VAR_AOD_MERGE_FILES;
  TString mergeExcludes = "";
  TObjArray *list = outputFiles.Tokenize(",");
  TIter *iter = new TIter(list);
  TObjString *str;
  TString outputFile;
  Bool_t merged = kTRUE;
  while((str=(TObjString*)iter->Next())) {
    outputFile = str->GetString();
    // Skip already merged outputs
    if (!gSystem->AccessPathName(outputFile)) {
      printf("Output file <%s> found. Not merging again.",outputFile.Data());
      continue;
    }
    if (mergeExcludes.Contains(outputFile.Data())) continue;
    merged = AliAnalysisAlien::MergeOutput(outputFile, outputDir, 10, 0);
    if (!merged) {
      printf("ERROR: Cannot merge %s\n", outputFile.Data());
      return;
    }
  }
  // all outputs merged, validate
  ofstream out;
  out.open("outputs_valid_merge", ios::out);
  out.close();
  timer.Print();
}
示例#2
0
 size_t fill_polygon_unique(TIter it, TIter end) {
     size_t num_points = 0;
     osmium::Location last_location;
     for (; it != end; ++it) {
         if (last_location != it->location()) {
             last_location = it->location();
             m_impl.polygon_add_location(m_projection(last_location));
             ++num_points;
         }
     }
     return num_points;
 }
示例#3
0
void InitChannels(TTree *tree = (TTree*)gROOT->FindObjectAny("FragmentTree")) {
   if(!tree)
      return;
   TList *list = tree->GetUserInfo();
   TIter *iter = new TIter(list);
   TChannel *chan = 0;
   while(chan = (TChannel*)iter->Next()) {
      TChannel *cur_chan = TChannel::GetChannel(chan->GetAddress());
      TChannel::CopyChannel(cur_chan,chan);
   }

}
示例#4
0
 int fill_linestring_unique(TIter it, TIter end) {
     int num_points = 0;
     osmium::Location last_location;
     for (; it != end; ++it) {
         if (last_location != it->location()) {
             last_location = it->location();
             m_impl.linestring_add_location(m_projection(last_location));
             ++num_points;
         }
     }
     return num_points;
 }
示例#5
0
void QAmerge(const char *suffix, const char *dir, Int_t stage)
{
// Merging method
  TStopwatch timer;
  timer.Start();
  TString outputDir = dir;
  TString outputFiles = Form("QAresults%s.root,EventStat_temp%s.root,RecoQAresults%s.root",suffix,suffix,suffix);
  TString mergeExcludes = "";
  TObjArray *list = outputFiles.Tokenize(",");
  TIter *iter = new TIter(list);
  TObjString *str;
  TString outputFile;
  Bool_t merged = kTRUE;
  while((str=(TObjString*)iter->Next())) {
    outputFile = str->GetString();
    // Skip already merged outputs
    if (!gSystem->AccessPathName(outputFile)) {
       printf("Output file <%s> found. Not merging again.",outputFile.Data());
       continue;
    }
    if (mergeExcludes.Contains(outputFile.Data())) continue;
    merged = IlcAnalysisAlien::MergeOutput(outputFile, outputDir, 10, stage);
    if (!merged && !outputFile.Contains("RecoQAresults")) {
       printf("ERROR: Cannot merge %s\n", outputFile.Data());
       return;
    }
  }
  // read the analysis manager from file
  if (!outputDir.Contains("Stage")) {
    ofstream out;
    out.open("outputs_valid", ios::out);
    out.close();    
    return;
  }
  IlcAnalysisManager *mgr = IlcAnalysisManager::GetAnalysisManager();
  mgr->SetRunFromPath(mgr->GetRunFromAlienPath(dir));
  mgr->SetSkipTerminate(kFALSE);
  if (!mgr->InitAnalysis()) return;
  mgr->PrintStatus();
  IlcLog::SetGlobalLogLevel(IlcLog::kError);
  TTree *tree = NULL;
  mgr->StartAnalysis("gridterminate", tree);
  if (strlen(suffix)) {
     if (gSystem->Exec(Form("mv trending.root trending%s.root", suffix)))
        ::Error("QAmerge", "File trending.root was not produced");
     if (gSystem->Exec(Form("mv event_stat.root event_stat%s.root", suffix)))
        ::Error("QAmerge", "File trending.root was not produced");
  }   
  ofstream out;
  out.open("outputs_valid", ios::out);
  out.close();
  timer.Print();
}
示例#6
0
void QAmerge(const char *dir, Int_t stage)
{
// Merging method
  TStopwatch timer;
  timer.Start();
  TString outputDir = dir;
  TString outputFiles = "QAresults.root,EventStat_temp.root";
  TString mergeExcludes = "";
  TObjArray *list = outputFiles.Tokenize(",");
  TIter *iter = new TIter(list);
  TObjString *str;
  TString outputFile;
  Bool_t merged = kTRUE;
  while((str=(TObjString*)iter->Next())) {
    outputFile = str->GetString();
    // Skip already merged outputs
    if (!gSystem->AccessPathName(outputFile)) {
       printf("Output file <%s> found. Not merging again.",outputFile.Data());
       continue;
    }
    if (mergeExcludes.Contains(outputFile.Data())) continue;
    merged = AliAnalysisAlien::MergeOutput(outputFile, outputDir, 10, stage);
    if (!merged) {
       printf("ERROR: Cannot merge %s\n", outputFile.Data());
       continue;
    }
  }
  TString infolog = "fileinfo.log";
  AliAnalysisAlien::MergeInfo(infolog, dir); 
  // read the analysis manager from file
  if (!outputDir.Contains("Stage")) {
    ofstream out;
    out.open("outputs_valid", ios::out);
    out.close();    
    return;
  }
  AliAnalysisManager *mgr = AliAnalysisManager::GetAnalysisManager();
  mgr->SetRunFromPath(mgr->GetRunFromAlienPath(dir));
  mgr->SetSkipTerminate(kFALSE);
  if (!mgr->InitAnalysis()) return;
  mgr->PrintStatus();
  AliLog::SetGlobalLogLevel(AliLog::kError);
  TTree *tree = NULL;
  gROOT->cd();
  mgr->StartAnalysis("gridterminate", tree);
  ofstream out;
  out.open("outputs_valid", ios::out);
  out.close();
  timer.Print();
}
示例#7
0
 size_t fill_polygon(TIter it, TIter end) {
     size_t num_points = 0;
     for (; it != end; ++it, ++num_points) {
         m_impl.polygon_add_location(m_projection(it->location()));
     }
     return num_points;
 }
示例#8
0
 int fill_linestring(TIter it, TIter end) {
     int num_points = 0;
     for (; it != end; ++it, ++num_points) {
         m_impl.linestring_add_location(m_projection(it->location()));
     }
     return num_points;
 }
示例#9
0
//______________________________________________________________________________
void AODmerge()
{
// Merging method. No staging and no terminate phase.
  TStopwatch timer;
  timer.Start();
  TString outputDir = "wn.xml";
  TString outputFiles = "EventStat_temp.root,AODQA.root,AliAOD.root,AliAOD.VertexingHF.root,AliAODGammaConversion.root,FilterEvents_Trees.root,AliAOD.Muons.root";
  TString mergeExcludes = "";
  TObjArray *list = outputFiles.Tokenize(",");
  TIter *iter = new TIter(list);
  TObjString *str;
  TString outputFile;
  Bool_t merged = kTRUE;
  while((str=(TObjString*)iter->Next())) {
    outputFile = str->GetString();
    // Skip already merged outputs
    if (!gSystem->AccessPathName(outputFile)) {
       printf("Output file <%s> found. Not merging again.",outputFile.Data());
       continue;
    }
    if (mergeExcludes.Contains(outputFile.Data())) continue;
    merged = AliAnalysisAlien::MergeOutput(outputFile, outputDir, 10, 0);
    if (!merged) {
       printf("ERROR: Cannot merge %s\n", outputFile.Data());
       continue;
    }
  }
  // all outputs merged, validate
  AliAnalysisManager *mgr = AliAnalysisManager::GetAnalysisManager();
  mgr->InitAnalysis();
  mgr->SetGridHandler(new AliAnalysisAlien);
  mgr->StartAnalysis("gridterminate",0);
  ofstream out;
  out.open("outputs_valid", ios::out);
  out.close();
  timer.Print();
}
示例#10
0
void draw_network(TDirectory* d)
{
   Bool_t __PRINT_LOGO__ = kTRUE;

   // create canvas
   TStyle* TMVAStyle = gROOT->GetStyle("TMVA"); // the TMVA style
   Int_t canvasColor = TMVAStyle->GetCanvasColor(); // backup
   TMVAStyle->SetCanvasColor( c_DarkBackground );

   static icanvas = -1;
   icanvas++;
   TCanvas* c = new TCanvas( Form( "c%i", icanvas ), Form("Neural Network Layout for: %s", d->GetName()), 
                             100 + (icanvas)*40, 0 + (icanvas+1)*20, 1000, 650  );

   TIter next = d->GetListOfKeys();
   TKey *key;
   TString hName = "weights_hist";
   Int_t numHists = 0;

   // loop over all histograms with hName in name
   while (key = (TKey*)next()) {
      TClass *cl = gROOT->GetClass(key->GetClassName());
      if (!cl->InheritsFrom("TH2F")) continue;    
      TH2F *h = (TH2F*)key->ReadObj();    
      if (TString(h->GetName()).Contains( hName )) {
         numHists++;
      }
   }

   // loop over all histograms with hName in name again
   next.Reset();
   Double_t maxWeight = 0;

   // find max weight
   while (key = (TKey*)next()) {

      //cout << "Title: " << key->GetTitle() << endl;
      TClass *cl = gROOT->GetClass(key->GetClassName());
      if (!cl->InheritsFrom("TH2F")) continue;    

      TH2F* h = (TH2F*)key->ReadObj();    
      if (TString(h->GetName()).Contains( hName )){
 
         Int_t n1 = h->GetNbinsX();
         Int_t n2 = h->GetNbinsY();
         for (Int_t i = 0; i < n1; i++) {
            for (Int_t j = 0; j < n2; j++) {
               Double_t weight = TMath::Abs(h->GetBinContent(i+1, j+1));
               if (maxWeight < weight) maxWeight = weight;
            }
         }
      }
   }

   // draw network
   next.Reset();
   Int_t count = 0;
   while (key = (TKey*)next()) {

      TClass *cl = gROOT->GetClass(key->GetClassName());
      if (!cl->InheritsFrom("TH2F")) continue;    

      TH2F* h = (TH2F*)key->ReadObj();    
      if (TString(h->GetName()).Contains( hName )){
         draw_layer(c, h, count++, numHists+1, maxWeight);
      }
   }

   draw_layer_labels(numHists+1);

   // ============================================================
   if (__PRINT_LOGO__) TMVAGlob::plot_logo();
   // ============================================================  

   c->Update();

   TString fname = "plots/network";
   TMVAGlob::imgconv( c, fname );

   TMVAStyle->SetCanvasColor( canvasColor );
}
void
makeUnfoldingSystematicsComparisonPlots (int whichobservable, int whichjet, int whichlepton, int inclusive)
{
  //Open the file and form the name
  string fileSystematics; 
  string suffix="/gpfs/cms/data/2011/Systematics/postApproval_v58_Journal/";
  //string suffix="/tmp/";

  if (whichlepton==1) suffix=suffix+"ele/";
  if (whichlepton==2) suffix=suffix+"muo/";

  //  setTDRStyle ();
  gStyle->SetErrorX(0);
  gStyle->SetPadGridX(0);
  gStyle->SetPadGridY(0);

  bool absoluteNormalization = true;
  int lepton = 3; //1 -> electron,  2-> muon , 3 -> combined reults!
  bool addLumiUncertainties = true;
  double lumiError = 0.025;
  int use_case = whichobservable;
  int whichjet = whichjet;
  string version = "_v2_32";

  //string s         = "/afs/infn.it/ts/user/marone/html/ZJets/FinalPlotsForAN/v41/SVDBayes/";
  string s="/afs/infn.it/ts/user/marone/html/ZJets/FinalPlotsForAN/v58_Journal/UnfoldingSyst/ele/";
  //  string s         = "/gpfs/cms/users/schizzi/EleMuComparisonPlots/PostUnfolding/";
  string  eleplotpath = "/gpfs/cms/users/schizzi/Systematics/ele/";
  string  muoplotpath = "/gpfs/cms/users/schizzi/Systematics/muo/";

  gStyle->SetOptStat (0);

  TCanvas *plots = new TCanvas ("plots", "EB", 200, 100, 600, 800);

  //DATA:
  //string elepathFile   ="/gpfs/cms/data/2011/Unfolding/testReferenceMu.root";
  //string muopathFile   ="/gpfs/cms/data/2011/Unfolding/testMu.root";
  string elepathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV58_afterCWR.root";
  string muopathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV58_BinWidth.root";
  string thirdpathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV58_SherpaV2.root";

  if (whichlepton==2){
  elepathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV58_afterCWRMu.root";
  muopathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV58_BinWidthMu.root";
thirdpathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV58_SherpaV2Mu.root";
  s="/afs/infn.it/ts/user/marone/html/ZJets/FinalPlotsForAN/v58_Journal/UnfoldingSyst/muo/";
  }
  //string elepathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV57_3NoSQRT.root";
  //string muopathFile   ="/gpfs/cms/data/2011/Unfolding/UnfoldingOfficialV57_3NoMCToy.root";
    
  TFile *histof = TFile::Open (elepathFile.c_str ());
  histof->cd ("");
  TDirectory *dir = gDirectory;
  TList *mylist = (TList *) dir->GetListOfKeys ();
  TIter iter (mylist);
  TObject *tobj = 0;

  TFile *histof2 = TFile::Open (thirdpathFile.c_str ());
  histof2->cd ("");
  TDirectory *dir2 = gDirectory;
  TList *mylist2 = (TList *) dir2->GetListOfKeys ();
  TIter iter2 (mylist);
  TObject *tobj2 = 0;


  TFile *histofmuo = TFile::Open (muopathFile.c_str ());


  string stringmatch;
  string systPathFile;
  string systPathFileMuo;

  histof->cd ("");

  int i = 0;			// solo di servizio quando debuggo...
  while ((tobj = iter.Next ()))
    {
      string name = tobj->GetName ();

      if (use_case == 1) 
	{ // Jet Multiplicity
	  stringmatch = "JetMultiplicityUnfolded";
	  systPathFile = eleplotpath + "systematicsEff_jetMult" + version + ".txt";
	  systPathFileMuo = muoplotpath + "systematicsEff_jetMult" + version + ".txt";
	  fileSystematics = suffix+"systematicsUnfReweight_jetMult" + version + ".txt"; 
	}

      if (use_case == 2) 
	{ // Jet Pt
	  if (whichjet == 1)
	    {
	      stringmatch = "jReco_leading";
	      systPathFile = eleplotpath + "systematicsEff_jet1Pt" + version + ".txt";
	      systPathFileMuo = muoplotpath + "systematicsEff_jet1Pt" + version + ".txt";
	      fileSystematics = suffix+"systematicsUnfReweight_jet1Pt" + version + ".txt"; 
	    }
	  
	  if (whichjet == 2)
	    {
	      stringmatch = "jReco_subleading";
	      systPathFile = eleplotpath + "systematicsEff_jet2Pt" + version + ".txt";
	      systPathFileMuo = muoplotpath + "systematicsEff_jet2Pt" + version + ".txt";
	      fileSystematics = suffix+"systematicsUnfReweight_jet2Pt" + version + ".txt"; 
	    }
	  
	  if (whichjet == 3)
	    {
	      stringmatch = "jReco_subsubleading";
	      systPathFile = eleplotpath + "systematicsEff_jet3Pt" + version + ".txt";
	      systPathFileMuo = muoplotpath + "systematicsEff_jet3Pt" + version + ".txt";
	      fileSystematics = suffix+"systematicsUnfReweight_jet3Pt" + version + ".txt"; 
	    }
	  
	  if (whichjet == 4)
	    {
	      stringmatch = "jReco_subsubsubleading";
	      systPathFile = eleplotpath + "systematicsEff_jet4Pt" + version + ".txt";
	      systPathFileMuo = muoplotpath + "systematicsEff_jet4Pt" + version + ".txt";
	      fileSystematics = suffix+"systematicsUnfReweight_jet4Pt" + version + ".txt"; 
	    }
	}
      
      if (use_case == 3) { // Jet Eta
	if (whichjet == 1)
	  {
	    stringmatch = "jReco_leadingeta";
	    systPathFile = eleplotpath + "systematicsEff_jet1Eta" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet1Eta" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet1Eta" + version + ".txt"; 
	  }
	
	if (whichjet == 2)
	  {
	    stringmatch = "jReco_subleadingeta";
	    systPathFile = eleplotpath + "systematicsEff_jet2Eta" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet2Eta" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet2Eta" + version + ".txt"; 
	  }

	if (whichjet == 3)
	  {
	    stringmatch = "jReco_subsubleadingeta";
	    systPathFile = eleplotpath + "systematicsEff_jet3Eta" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet3Eta" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet3Eta" + version + ".txt"; 
	  }
	
	if (whichjet == 4)
	  {
	    stringmatch = "jReco_subsubsubleadingeta";
	    systPathFile = eleplotpath + "systematicsEff_jet4Eta" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet4Eta" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet4Eta" + version + ".txt"; 
	  }
      }
      
      if (use_case == 4) { // Ht
	if (whichjet == 1)
	  {
	    stringmatch = "HReco_leading";
	    systPathFile = eleplotpath + "systematicsEff_jet1Ht" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet1Ht" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet1Ht" + version + ".txt"; 
	  }
	if (whichjet == 2)
	  {
	    stringmatch = "HReco_subleading";
	    systPathFile = eleplotpath + "systematicsEff_jet2Ht" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet2Ht" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet2Ht" + version + ".txt"; 
	  }
	
	if (whichjet == 3)
	  {
	    stringmatch = "HReco_subsubleading";
	    systPathFile = eleplotpath + "systematicsEff_jet3Ht" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet3Ht" + version + ".txt";
	    fileSystematics = suffix+"systematicsUnfReweight_jet3Ht" + version + ".txt"; 
	  }

	if (whichjet == 4)
	  {
	    stringmatch = "HReco_subsubsubleading";
	    fileSystematics = suffix+"systematicsUnfReweight_jet4Ht" + version + ".txt"; 
	    systPathFile = eleplotpath + "systematicsEff_jet4Ht" + version + ".txt";
	    systPathFileMuo = muoplotpath + "systematicsEff_jet4Ht" + version + ".txt";
	  }
      }

      
      if (name == stringmatch) {

	cout << "CONFIGURATION:" << endl;
	cout << "stringmatch: " <<stringmatch<< endl;
	cout << "systPathFile: " <<systPathFile<< endl;

	TH1D *leading;
	gDirectory->GetObject (name.c_str (), leading);
	leading->SetMarkerSize(0.9);
	leading->Sumw2();

	histofmuo->cd ("");
	TH1D *leadingmuo;
	gDirectory->GetObject (name.c_str (), leadingmuo);
	leadingmuo->SetMarkerSize(0.9);
	leadingmuo->Sumw2();

	histof2->cd ("");
	TH1D *leadingthird;
	gDirectory->GetObject (name.c_str (), leadingthird);
	leadingmuo->SetMarkerSize(0.9);
	leadingmuo->Sumw2();
	
	if (inclusive==1){
	  TH1D* leadingIncl=turnExclusiveHistoInInclusive(leading);
	  TH1D* leadingmuoIncl=turnExclusiveHistoInInclusive(leadingmuo);
	  TH1D* leadingthirdIncl=turnExclusiveHistoInInclusive(leadingthird);
	  leading=leadingIncl;
	  leadingmuo=leadingmuoIncl;
	  leadingthird=leadingthirdIncl;
	}
	//	/// EFFICIENCY Systematics:
	//	for (int nnbins=1;nnbins<=leading->GetNbinsX ();nnbins++) {
	  //	  cout << fabs(leading->GetBinContent(nnbins)-leadingmuo->GetBinContent(nnbins))/(2*leading->GetBinContent(nnbins)) << endl;
	  //	  cout << leading->GetBinContent(nnbins)-leadingmuo->GetBinContent(nnbins) << endl;
	//	}

	// read from file ---------------------------------------------
	double dat;
	ifstream inM;
	cout << "reading ...  " << systPathFile << endl;
	inM.open (systPathFile.c_str ());
	std::vector < double >systTmpM;
	while (1)
	  {
	    inM >> dat;
	    if (!inM.good ())
	      break;
	    systTmpM.push_back (dat);
	  }
	inM.close ();
	// ------------------------------------------------------------
	// read from file ---------------------------------------------
	ifstream inM2;
	cout << "reading ...  " << systPathFileMuo << endl;
	inM2.open (systPathFileMuo.c_str ());
	std::vector < double >systTmpMmuo;
	while (1)
	  {
	    inM2 >> dat;
	    if (!inM2.good ())
	      break;
	    systTmpMmuo.push_back (dat);
	  }
	inM2.close ();
	// ------------------------------------------------------------

        TH1D *leadingRatioSystematics;
	leadingRatioSystematics = (TH1D *) leading->Clone ("leading");

	if (systTmpM.size () != leadingRatioSystematics->GetNbinsX ())
	  cout << "TE SON MONA! WRONG NUMBER OF BINS (# syst from file->" <<systTmpM.size()<<" - # bins->"<<leadingRatioSystematics->GetNbinsX()<<")"<<endl;
	for (int i = 0; i < leadingRatioSystematics->GetNbinsX (); i++)
	  {
	    //leadingRatioSystematics->SetBinContent(i + 1, 1.0);
	    //leadingRatioSystematics->SetBinError (i + 1,sqrt(systTmpM[i]*systTmpM[i] + systTmpMmuo[i]*systTmpMmuo[i]));
	    //	    leadingRatioSystematics->SetBinContent(i + 1, 1.0);
	    //	    leadingRatioSystematics->SetBinError (i + 1,max(systTmpM[i]/100.0,systTmpMmuo[i]/100.0));
	  }

	plots->cd ();
	TPad *pad1 = new TPad("pad1","pad1",0.01,0.3,0.99,0.99);

	pad1->Draw();
	pad1->cd();
	pad1->SetTopMargin(0.1);
	pad1->SetBottomMargin(0.0);
	pad1->SetLeftMargin(0.2);
	pad1->SetRightMargin(0.0);
	pad1->SetFillStyle(0);
	if (use_case !=3) pad1->SetLogy(1); 
	else pad1->SetLogy(0);

	if (use_case ==3){
	  leading->SetMinimum((0.5-0.05*(whichjet-1))*leading->GetMinimum());
	  leading->SetMaximum((1.25+0.35*(whichjet-1))*leading->GetMaximum());
	}
	leading->SetLineColor (kRed+1);
	leading->SetMarkerStyle (20);
	leading->SetFillColor (kRed+1);
	leading->SetMarkerColor (kRed+1);

	leading->GetXaxis ()->SetTitleOffset (1.1);
	leading->GetXaxis ()->SetTitleSize (0.05);
	leading->GetXaxis ()->SetLabelSize (0.0);
	leading->GetXaxis ()->SetLabelFont (42);
	leading->GetXaxis ()->SetTitleFont (42);

	leading->GetYaxis ()->SetTitleOffset (1.);
	leading->GetYaxis ()->SetTitleSize (0.07);
	leading->GetYaxis ()->SetLabelSize (0.06);
	leading->GetYaxis ()->SetLabelFont (42);
	leading->GetYaxis ()->SetTitleFont (42);

	leading->SetTitle ();
	leading->GetXaxis ()->SetTitle ();
	    

	if (use_case ==1) {
	  if (absoluteNormalization) leading->GetYaxis ()->SetTitle ("d#sigma/dN [pb]");
	  else {
	    if (lepton == 1) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow e^{+}e^{-}}) d#sigma/dN");
	    if (lepton == 2) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow #mu^{+}#mu^{-}}) d#sigma/dN");
	    if (lepton == 3) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow l^{+}l^{-}}) d#sigma/dN");
	  }
	}

	if (use_case ==2) {
	  if (absoluteNormalization) leading->GetYaxis ()->SetTitle ("d#sigma/dp_{T} [pb/GeV]");
	  else {
	    if (lepton == 1) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow e^{+}e^{-}}) d#sigma/dp_{T}");
	    if (lepton == 2) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow #mu^{+}#mu^{-}}) d#sigma/dp_{T}");
	    if (lepton == 3) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow l^{+}l^{-}}) d#sigma/dp_{T}");
	  }
	}

	if (use_case ==3) {
	  if (absoluteNormalization) leading->GetYaxis ()->SetTitle ("d#sigma/d#eta [pb]");
	  else {
	    if (lepton == 1) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow e^{+}e^{-}}) d#sigma/d#eta");
	    if (lepton == 2) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow #mu^{+}#mu^{-}}) d#sigma/d#eta");
	    if (lepton == 3) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow l^{+}l^{-}}) d#sigma/d#eta");
	  }
	}
	  
	if (use_case ==4) {
	  if (absoluteNormalization) leading->GetYaxis ()->SetTitle ("d#sigma/dH_{T} [pb/GeV]");
	  else {
	    if (lepton == 1) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow e^{+}e^{-}}) d#sigma/dH_{T}");
	    if (lepton == 2) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow #mu^{+}#mu^{-}}) d#sigma/dH_{T}");
	    if (lepton == 3) leading->GetYaxis ()->SetTitle ("(1/#sigma_{Z #rightarrow l^{+}l^{-}}) d#sigma/dH_{T}");
	  }
	}
	  
	leading->SetFillColor (kBlack);
	leading->SetFillStyle (3001);
	leading->SetMarkerColor (kBlack);
	leading->SetLineColor (kBlack);
	leading->SetMarkerStyle (20);
	leading->Draw ("E1");

	leadingmuo->SetFillColor (kBlue);
	leadingmuo->SetFillStyle (3001);
	leadingmuo->SetMarkerColor (kBlue);
	leadingmuo->SetLineColor (kBlue);
	leadingmuo->SetMarkerStyle (21);
	leadingmuo->Draw ("E1SAME");

	leadingthird->SetFillColor (kRed);
	leadingthird->SetFillStyle (3001);
	leadingthird->SetMarkerColor (kRed);
	leadingthird->SetLineColor (kRed);
	leadingthird->SetMarkerStyle (21);
	leadingthird->Sumw2();
	//for (int j=1; j<=leadingthird->GetNbinsX();j++){
	  
	  //leadingmuo->SetBinError(j,leadingmuo->GetBinError(j)/4980.0);
	  //leadingthird->SetBinError(j,sqrt(leadingthird->GetBinContent(j))/(4980.0*100));
	//}
	leadingthird->Draw ("E1SAME");


	//-------------------------------------------

	TLegend *legendsx_d;
	legendsx_d = new TLegend (0.74, 0.6, 0.98, 0.88);	   

	legendsx_d->SetFillColor (kWhite);
	legendsx_d->SetBorderSize (1);
	legendsx_d->SetNColumns(1);
	legendsx_d->SetTextSize(.040);
	legendsx_d->AddEntry (leading, "Central", "PEL");
	legendsx_d->AddEntry (leadingmuo, "Sherpa", "PEL");
	legendsx_d->AddEntry (leadingthird, "Reweighting", "PEL");
	legendsx_d->Draw ("same");

	// Draw the ratio plot: ----------------------

	leadingRatio = (TH1D *) leading->Clone ("leading");
	leadingRatio->Divide(leadingmuo);

	leadingRatio2 = (TH1D *) leading->Clone ("leading");
	leadingRatio2->Divide(leadingthird);

	for (int mem=1; mem<=leadingRatio->GetNbinsX(); mem++) {
	  cout << "Syst for bin nr." << mem << ":\t" << fabs(leadingRatio->GetBinContent(mem)-1.0)/2 << endl;
	}

	plots->cd();
	TPad *pad3 = new TPad("pad3","pad3",0.01,0.01,0.99,0.30);
	pad3->Draw();
	pad3->cd();
	pad3->SetTopMargin(0.0);
	pad3->SetBottomMargin(0.3);
	pad3->SetLeftMargin(0.2);
	pad3->SetRightMargin(0);
	pad3->SetFillStyle(0);

	leadingRatio->GetXaxis()->SetLabelFont (42);
	leadingRatio->GetXaxis()->SetTitleFont (42);
	leadingRatio->GetXaxis()->SetTitleSize(0.11);
	leadingRatio->GetXaxis()->SetLabelSize(0.11);
	leadingRatio->GetXaxis()->SetTitleOffset (1.1);
	leadingRatio->GetYaxis()->SetTitleSize(0.11);
	leadingRatio->GetYaxis()->SetLabelSize(0.10);
	leadingRatio->GetYaxis()->SetTitleOffset(0.65);
	leadingRatio->GetYaxis()->SetTitle("Ratio");   
	leadingRatio->GetYaxis()->SetNdivisions(5);
	leadingRatio->GetYaxis()->SetRangeUser(0.4,1.6);


	if (use_case ==1) {
	  leadingRatio->GetXaxis ()->SetTitle ("Exclusive jet multiplicity");
	}
	if (use_case ==2) {
	  if (whichjet == 1) leadingRatio->GetXaxis ()->SetTitle ("Leading jet p_{T} [GeV]");
	  if (whichjet == 2) leadingRatio->GetXaxis ()->SetTitle ("Second jet p_{T} [GeV]");
	  if (whichjet == 3) leadingRatio->GetXaxis ()->SetTitle ("Third jet p_{T} [GeV]");
	  if (whichjet == 4) leadingRatio->GetXaxis ()->SetTitle ("Fourth jet p_{T} [GeV]");
	}
	if (use_case ==3) {
	  if (whichjet == 1) leadingRatio->GetXaxis ()->SetTitle ("Leading jet #eta");
	  if (whichjet == 2) leadingRatio->GetXaxis ()->SetTitle ("Second jet #eta");
	  if (whichjet == 3) leadingRatio->GetXaxis ()->SetTitle ("Third jet #eta");
	  if (whichjet == 4) leadingRatio->GetXaxis ()->SetTitle ("Fourth jet #eta");
	}
	if (use_case ==4) {
	  if (whichjet == 1) leadingRatio->GetXaxis ()->SetTitle ("H_{T}, N_{jet} >= 1 [GeV]");
	  if (whichjet == 2) leadingRatio->GetXaxis ()->SetTitle ("H_{T}, N_{jet} >= 2 [GeV]");
	  if (whichjet == 3) leadingRatio->GetXaxis ()->SetTitle ("H_{T}, N_{jet} >= 3 [GeV]");
	  if (whichjet == 4) leadingRatio->GetXaxis ()->SetTitle ("H_{T}, N_{jet} >= 4 [GeV]");
	}

	leadingRatio->SetFillColor (kRed+2);
	leadingRatio->SetMarkerColor (kRed+2);
	leadingRatio->SetLineColor (kRed+2);
	leadingRatio->Draw ("E0");

	leadingRatioSystematics->SetFillColor (kGreen+3);
	leadingRatioSystematics->SetFillStyle (3004);
	leadingRatioSystematics->SetMarkerColor (kGreen+3);
	leadingRatioSystematics->SetLineColor (kGreen+3);
	leadingRatioSystematics->SetMarkerStyle (1);
	//leadingRatioSystematics->Draw ("E3SAME");

	leadingRatio->Draw ("E1SAME");
	leadingRatio2->SetMarkerColor(kBlue);
	leadingRatio2->SetLineColor(kBlue);
	leadingRatio2->Draw ("E1SAME");

	myfile.open (fileSystematics.c_str());
	cout<<"TXT file saved in "<<fileSystematics<<endl;
	loopAndDumpEntries(leadingRatio,leadingmuo);

	TLine *OLine2 = new TLine(leading->GetXaxis()->GetXmin(),1.,leading->GetXaxis()->GetXmax(),1.);
	OLine2->SetLineColor(kBlack);
	OLine2->SetLineStyle(2);
	OLine2->Draw();
	  
	//latexLabel->SetTextSize(0.09);
	//	latexLabel->DrawLatex(0.2,0.35,"Ratio");	  

	/////////////////////////////////////////////////////
	  
	string title1;
	title1 = s + "DifferentialX" + stringmatch + ".pdf";
	cout << title1 << endl;
	plots->Print (title1.c_str ());
	plots->Draw();
	return;
      }
    }
std::string generateCodeFromStreamers(std::string url, std::string treeLocation, std::vector<std::string> &classNames, std::string &errorMessage) {
  TFile *tfile = TFile::Open(url.c_str());
  if (tfile == nullptr  ||  !tfile->IsOpen()) {
    errorMessage = std::string("File not found: ") + url;
    return std::string();
  }

  if (tfile->IsZombie()) {
    errorMessage = std::string("Not a ROOT file: ") + url;
    return std::string();
  }

  TTreeReader reader(treeLocation.c_str(), tfile);
  if (reader.IsZombie()) {
    errorMessage = std::string("Not a TTree: ") + treeLocation.c_str() + std::string(" in file: ") + url;
    return std::string();
  }

  TTree *ttree = reader.GetTree();

  std::set<std::string> includes;
  std::vector<ClassStructure> classes;

  TIter listOfBranches = ttree->GetListOfBranches();
  for (TBranch *tbranch = (TBranch*)listOfBranches.Next();  tbranch != nullptr;  tbranch = (TBranch*)listOfBranches.Next()) {
    TClass *tclass = TClass::GetClass(tbranch->GetClassName());
    if (tclass != nullptr  &&  tbranch->GetListOfBranches()->GetEntries() > 0)
      classesFromBranch(tbranch, tclass, classes, 0, includes);
  }

  for (int i = 0;  i < classes.size();  i++)
    classNames.push_back(classes[i].fullName);

  tfile->Close();

  std::string out;

  for (std::set<std::string>::iterator iter = includes.begin();  iter != includes.end();  ++iter)
    out += *iter + "\n";
  out += "\n";
  
  for (std::vector<ClassStructure>::iterator iter = classes.begin();  iter != classes.end();  ++iter) {
    int i = 0;
    for (;  i < iter->splitName.size() - 1;  i++)
      out += std::string(i * 2, ' ') + "namespace " + iter->splitName[i] + " {\n";

    out += std::string(i * 2, ' ') + "class " + iter->splitName.back() + ";\n";
    i--;
    for (;  i >= 0;  i--)
      out += std::string(i * 2, ' ') + "}\n";
  }
  out += "\n";

  for (std::vector<ClassStructure>::iterator iter = classes.begin();  iter != classes.end();  ++iter) {
    int i = 0;
    for (;  i < iter->splitName.size() - 1;  i++)
      out += std::string(i * 2, ' ') + "namespace " + iter->splitName[i] + " {\n";
    out += iter->cpp(i * 2) + "\n";
    i--;
    for (;  i >= 0;  i--)
      out += std::string(i * 2, ' ') + "}\n";
  }

  for (std::vector<ClassStructure>::iterator iter = classes.begin();  iter != classes.end();  ++iter) {
    int i = 0;
    for (;  i < iter->splitName.size() - 1;  i++)
      out += std::string(i * 2, ' ') + "namespace " + iter->splitName[i] + " {\n";
    out += std::string(i * 2, ' ') + "ClassImp(" + iter->splitName.back() + ")\n";
    i--;
    for (;  i >= 0;  i--)
      out += std::string(i * 2, ' ') + "}\n";
  }
  
  return out;
}
void classesFromBranch(TBranch *tbranch, TClass *tclass, std::vector<ClassStructure> &classes, int prefix, std::set<std::string> &includes) {
  std::string className = tclass->GetName();

  if (className == std::string("TObject"))
    includes.insert("#include \"TObject.h\"");
  else if (className == std::string("TRef"))
    includes.insert("#include \"TRef.h\"");
  else if (className == std::string("TRefArray"))
    includes.insert("#include \"TRefArray.h\"");
  else if (className == std::string("TH1"))
    includes.insert("#include \"TH1.h\"");
  else if (className == std::string("TBits")) {
    includes.insert("#include \"TBits.h\"");
  }
  else {
    bool classSeen = false;
    for (int i = 0;  i < classes.size();  i++)
      if (classes[i].fullName == className)
        classSeen = true;

    if (!classSeen) {
      TVirtualStreamerInfo *tVirtualStreamerInfo = tclass->GetStreamerInfo();
      int version = tVirtualStreamerInfo->GetClassVersion();

      ClassStructure classStructure(tclass, version);

      if (tVirtualStreamerInfo->GetElements()->GetEntries() == 1  &&
          ((TStreamerElement*)(tVirtualStreamerInfo->GetElements()->First()))->IsBase()  &&
          std::string(tVirtualStreamerInfo->GetElements()->First()->GetName()) == std::string("TObjArray")) {

        TVirtualStreamerInfo *substreamer = ((TBranchElement*)tbranch)->GetInfo();

        if (std::string(substreamer->GetName()) == std::string("TClonesArray")) {
          ROOT::Internal::TTreeGeneratorBase ttreeGenerator(tbranch->GetTree(), "");
          TString className = ttreeGenerator.GetContainedClassName((TBranchElement*)tbranch, (TStreamerElement*)(substreamer->GetElements()->First()), true);
          classesFromBranch(tbranch, TClass::GetClass(className), classes, prefix + std::string(tbranch->GetName()).size() + 1, includes);
        }
      }

      TIter elements = tVirtualStreamerInfo->GetElements();
      for (TStreamerElement *tStreamerElement = (TStreamerElement*)elements.Next();  tStreamerElement != nullptr;  tStreamerElement = (TStreamerElement*)elements.Next()) {
        std::string streamerName = tStreamerElement->GetName();

        if (tStreamerElement->IsBase()) {
          TClass *elementClass = tStreamerElement->GetClassPointer();
          std::string type = elementClass->GetName();

          if (type == std::string("TObject")) {
            classStructure.bases.push_back(type);
            includes.insert(std::string("#include \"") + type + std::string(".h\""));
          }
        }

        else {
          TIter listOfBranches = tbranch->GetListOfBranches();
          TBranch *subbranch;
          for (subbranch = (TBranch*)listOfBranches.Next();  subbranch != nullptr;  subbranch = (TBranch*)listOfBranches.Next()) {
            std::string branchName = subbranch->GetName();
            branchName = branchName.substr(prefix, std::string::npos);
            int firstDot = branchName.find('.');
            int firstBracket = branchName.find('[');
            if (firstDot != std::string::npos  &&  firstBracket != std::string::npos)
              branchName = branchName.substr(0, firstDot < firstBracket ? firstDot : firstBracket);
            else if (firstDot != std::string::npos)
              branchName = branchName.substr(0, firstDot);
            else if (firstBracket != std::string::npos)
              branchName = branchName.substr(0, firstBracket);
            if (branchName == streamerName)
              break;
          }
          if (subbranch == nullptr)
            continue;

          std::string branchName = subbranch->GetName();

          std::string variable = tStreamerElement->GetName();
          std::string variableWithArray = subbranch->GetName();
          variableWithArray = variableWithArray.substr(prefix, std::string::npos);
          variableWithArray = variableWithArray.substr(0, variableWithArray.find('.'));

          std::string comment = tStreamerElement->GetTitle();

          std::string type;
          Bool_t pointer = false;
          switch (tStreamerElement->GetType()) {

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kBool:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kBool:
          case TVirtualStreamerInfo::kBool:
            type = "Bool_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kChar:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kChar:
          case TVirtualStreamerInfo::kChar:
            type = "Char_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kShort:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kShort:
          case TVirtualStreamerInfo::kShort:
            type = "Short_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kInt:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kInt:
          case TVirtualStreamerInfo::kInt:
            type = "Int_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kLong:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kLong:
          case TVirtualStreamerInfo::kLong:
            type = "Long_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kLong64:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kLong64:
          case TVirtualStreamerInfo::kLong64:
            type = "Long64_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kFloat:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kFloat:
          case TVirtualStreamerInfo::kFloat:
            type = "Float_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kFloat16:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kFloat16:
          case TVirtualStreamerInfo::kFloat16:
            type = "Float16_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kDouble:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kDouble:
          case TVirtualStreamerInfo::kDouble:
            type = "Double_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kDouble32:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kDouble32:
          case TVirtualStreamerInfo::kDouble32:
            type = "Double32_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kUChar:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kUChar:
          case TVirtualStreamerInfo::kUChar:
            type = "UChar_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kUShort:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kUShort:
          case TVirtualStreamerInfo::kUShort:
            type = "UShort_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kUInt:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kUInt:
          case TVirtualStreamerInfo::kUInt:
            type = "UInt_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kULong:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kULong:
          case TVirtualStreamerInfo::kULong:
            type = "ULong_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kULong64:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kULong64:
          case TVirtualStreamerInfo::kULong64:
            type = "ULong64_t";
            break;

          case TVirtualStreamerInfo::kOffsetP + TVirtualStreamerInfo::kBits:
            pointer = true;
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kBits:
          case TVirtualStreamerInfo::kBits:
            type = "UInt_t";
            break;

          case TVirtualStreamerInfo::kCharStar:
            type = "Char_t*";
            break;

          case TVirtualStreamerInfo::kCounter:
            type = "Int_t";
            break;

          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kObjectp:
          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kObjectP:
          case TVirtualStreamerInfo::kObjectp:
          case TVirtualStreamerInfo::kObjectP:
          case TVirtualStreamerInfo::kAnyp:
          case TVirtualStreamerInfo::kAnyP:
          case TVirtualStreamerInfo::kSTL + TVirtualStreamerInfo::kObjectp:
          case TVirtualStreamerInfo::kSTL + TVirtualStreamerInfo::kObjectP:
            pointer = true;

          case TVirtualStreamerInfo::kOffsetL + TVirtualStreamerInfo::kObject:
          case TVirtualStreamerInfo::kObject:
          case TVirtualStreamerInfo::kTString:
          case TVirtualStreamerInfo::kTNamed:
          case TVirtualStreamerInfo::kTObject:
          case TVirtualStreamerInfo::kAny:
          case TVirtualStreamerInfo::kBase:
          case TVirtualStreamerInfo::kSTL:
            TClass *elementClass = tStreamerElement->GetClassPointer();
            type = elementClass->GetName();

            if (elementClass == TClonesArray::Class()) {
              ROOT::Internal::TTreeGeneratorBase ttreeGenerator(tbranch->GetTree(), "");
              TString className = ttreeGenerator.GetContainedClassName((TBranchElement*)subbranch, tStreamerElement, pointer);
              if (className != nullptr) {
                TClass *otherClass = TClass::GetClass(className);
                classesFromBranch(subbranch, otherClass, classes, variableWithArray.size() + 1, includes);
                includes.insert("#include \"TClonesArray.h\"");
              }
            }

            else if (elementClass->GetCollectionProxy() != nullptr  &&  elementClass->GetCollectionProxy()->GetValueClass() != nullptr) {
              TClass *otherClass = elementClass->GetCollectionProxy()->GetValueClass();
              classesFromBranch(subbranch, otherClass, classes, variableWithArray.size() + 1, includes);
              includes.insert(std::string("#include <") + type.substr(0, type.find('<')) + std::string(">"));
            }

            else
              classesFromBranch(subbranch, elementClass, classes, variableWithArray.size() + 1, includes);

          }
          classStructure.members.push_back(MemberStructure(type, pointer, variable, variableWithArray, comment));
        }
      }

      if (!classStructure.members.empty())
        classes.push_back(classStructure);
    }
  }
}