Exemple #1
0
void twoscales()
{
   TCanvas *c1 = new TCanvas("c1","hists with different scales",600,400);

   //create/fill draw h1
   gStyle->SetOptStat(kFALSE);
   TH1F *h1 = new TH1F("h1","my histogram",100,-3,3);
   Int_t i;
   for (i=0;i<10000;i++) h1->Fill(gRandom->Gaus(0,1));
   h1->Draw();
   c1->Update();

   //create hint1 filled with the bins integral of h1
   TH1F *hint1 = new TH1F("hint1","h1 bins integral",100,-3,3);
   Float_t sum = 0;
   for (i=1;i<=100;i++) {
      sum += h1->GetBinContent(i);
      hint1->SetBinContent(i,sum);
   }

   //scale hint1 to the pad coordinates
   Float_t rightmax = 1.1*hint1->GetMaximum();
   Float_t scale = gPad->GetUymax()/rightmax;
   hint1->SetLineColor(kRed);
   hint1->Scale(scale);
   hint1->Draw("same");

   //draw an axis on the right side
   TGaxis *axis = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),
         gPad->GetUxmax(), gPad->GetUymax(),0,rightmax,510,"+L");
   axis->SetLineColor(kRed);
   axis->SetLabelColor(kRed);
   axis->Draw();
}
Exemple #2
0
//==========================================
//==========================================
void plotPair(TH1F *h1,TH1F *h0 ) {
  h1->Draw();

  // edit fonts/sizes
  TAxis *ax =h1->GetYaxis(); 
  float ss=ax->GetTitleSize();
  //printf("ss=%f\n",ss);
  ax->SetTitleSize(2*ss);
  ax->SetTitleOffset(0.5);
  ax =h1->GetXaxis(); 
 ax->SetTitleSize(1.5*ss);
 ax->SetLabelSize(1.5*ss);
 ax->SetTitleOffset(0.7);
 

  // edit fonts/sizes DONE



  gPad->Update();
  //scale hint1 to the pad coordinates
  Float_t rightmax = 1.1*h0->GetMaximum();
  Float_t scale = gPad->GetUymax()/rightmax;
  h0->Scale(scale);
  h0->Draw("same");
   
  //draw an axis on the right side
  TGaxis *axis = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),
	      gPad->GetUxmax(), gPad->GetUymax(),0,rightmax,510,"-R");
  int col=h0->GetLineColor();
  axis->SetLineColor(col);
  
  axis->SetTextColor(col);
  axis->SetLabelColor(col);
  axis ->SetTitle("LCP yield");
 axis->SetTitleSize(2*ss);
 axis->SetTitleOffset(.5);

  axis->Draw();
  
  
  TPaveStats *st =( TPaveStats *)gPad->GetPrimitive("stats");
  st->SetX1NDC(0.35);
  st->SetX2NDC(0.5);
  st->SetY1NDC(0.7);
  st->SetY2NDC(1.);
}
Exemple #3
0
// Example of a canvas showing two histograms with different scales.
// The second histogram is drawn in a transparent pad
void transpad() {
   TCanvas *c1 = new TCanvas("c1","transparent pad",200,10,700,500);
   TPad *pad1 = new TPad("pad1","",0,0,1,1);
   TPad *pad2 = new TPad("pad2","",0,0,1,1);
   pad2->SetFillStyle(4000); //will be transparent
   pad1->Draw();
   pad1->cd();

   TH1F *h1 = new TH1F("h1","h1",100,-3,3);
   TH1F *h2 = new TH1F("h2","h2",100,-3,3);
   TRandom r;
   for (Int_t i=0;i<100000;i++) {
      Double_t x1 = r.Gaus(-1,0.5);
      Double_t x2 = r.Gaus(1,1.5);
      if (i <1000) h1->Fill(x1);
      h2->Fill(x2);
   }
   h1->Draw();
   pad1->Update(); //this will force the generation of the "stats" box
   TPaveStats *ps1 = (TPaveStats*)h1->GetListOfFunctions()->FindObject("stats");
   ps1->SetX1NDC(0.4); ps1->SetX2NDC(0.6);
   pad1->Modified();
   c1->cd();
   
   //compute the pad range with suitable margins
   Double_t ymin = 0;
   Double_t ymax = 2000;
   Double_t dy = (ymax-ymin)/0.8; //10 per cent margins top and bottom
   Double_t xmin = -3;
   Double_t xmax = 3;
   Double_t dx = (xmax-xmin)/0.8; //10 per cent margins left and right
   pad2->Range(xmin-0.1*dx,ymin-0.1*dy,xmax+0.1*dx,ymax+0.1*dy);
   pad2->Draw();
   pad2->cd();
   h2->SetLineColor(kRed);
   h2->Draw("sames");
   pad2->Update();
   TPaveStats *ps2 = (TPaveStats*)h2->GetListOfFunctions()->FindObject("stats");
   ps2->SetX1NDC(0.65); ps2->SetX2NDC(0.85);
   ps2->SetTextColor(kRed);
   
   // draw axis on the right side of the pad
   TGaxis *axis = new TGaxis(xmax,ymin,xmax,ymax,ymin,ymax,50510,"+L");
   axis->SetLabelColor(kRed);
   axis->Draw();
}
Exemple #4
0
ExtraAxis anotherScale (const TH1* refHist, double scale, int color, const char* title, double offset) {
  ExtraAxis result;
  double x0 = refHist->GetXaxis()->GetXmin();
  double x1 = refHist->GetXaxis()->GetXmax();
  double y0 = refHist->GetMinimum();
  double y1 = refHist->GetMaximum();
  // double y0 = refHist->GetYaxis()->GetXmin();
  // double y1 = refHist->GetYaxis()->GetXmax();
  double xoffset = exp (log(x0) - (log(x1) - log(x0))*offset);

  TGaxis* axis = new TGaxis(xoffset, y0, xoffset, y1, y0*scale,y1*scale,510,"-GS");
  axis->ImportAxisAttributes (refHist->GetXaxis());
  axis->SetTitle(title);
  axis->SetTextColor (color);
  axis->SetLineColor (color);
  axis->SetLineWidth (1);
  axis->SetTextColor (color);
  axis->SetLabelColor (color);
  axis->SetLabelOffset (0.);
  axis->SetTitleOffset (0.65);
  axis->SetTickSize(0.015);	
  result.Add (axis);

  TLine* line = new TLine (xoffset, y0, xoffset, y1);
  line->SetLineColor (color);
  line->SetLineWidth (2);
  result.Add (line);

  line = new TLine (x0, y0, xoffset, y0);
  line->SetLineColor (kGray);
  line->SetLineWidth (2);
  result.Add (line);
  
  line = new TLine (x0, y1, xoffset, y1);
  line->SetLineColor (kGray);
  line->SetLineWidth (2);
  result.Add (line);

  return result;
}
/*
void makeEff(TString fin){

  c1 = new TCanvas("c1","",1360,768);
  f= TFile::Open(fin.Data());
  TH1F * th1 = (TH1F*)f->FindObjectAny("HMass");
  int width [nWidth]={30,35,50,45,50};
  int bmin[nBmin]={91,93,95,97,99,101,103,105,107,109};
  double eff[nWidth][nBmin];
  for(int i=0;i<nWidth;i++){
    for(int j=0;j<nBmin;j++){
      eff[i][j]=getEff(th1,bmin[j],bmin[j]+width[i]);
      cout<<"range={"<<bmin[j]<<","<<bmin[j]+width[i]<<"} and efficiency="<<eff[i][j]<<endl;
    }
  }
}
*/
void makeEffPRN0922() {
    c1 = new TCanvas("c1","",1360,768);
    c2 = new TCanvas("c2","",1360,768);
    c1->cd();
    string output="FATjetATLASmassL2L3Corr";
    int twikiSign[13][nWidth][nBmin];
    int twikiSignNum[13][nWidth][nBmin];
    double twikiSignValue[13][nWidth][nBmin];
    double twikiSignNumValue[13][nWidth][nBmin];
    double twikiEffValue[13][nWidth][nBmin];
    double tgraphMass[13]= {600,800,1000,1200,1400,1600,1800,2000,2500,3000,3500,4000,4500};
    double tgraphMassError[13]= {0};
    double tgraphSigEff[13]= {0};
    double tgraphSigEffError[13]= {0};
    double tgraphBkgEff[13]= {0};
    double tgraphBkgEffError[13]= {0};
    double tgraphSgnEff[13]= {0};
    double tgraphSgnEffError[13]= {0};
    double tgraphSigEff145[13]= {0};
    double tgraphSigEffError145[13]= {0};
    double tgraphBkgEff145[13]= {0};
    double tgraphBkgNum145[13]= {0};
    double tgraphBkgNum[13]= {0};
    double tgraphBkgEffError145[13]= {0};
    double tgraphSgnEff145[13]= {0};
    double tgraphSgnEffError145[13]= {0};
    //double twikiEffNumValue[13][nWidth][nBmin];
    //double twikiWidth[13][nWidth][nBmin];
    //double twikiBmin[13][nWidth][nBmin];
    //string  masspoint[4]={"1000","2000","3000","4500"};
    string  masspoint[13]= {"600","800","1000","1200","1400","1600","1800","2000","2500","3000","3500","4000","4500"};
    int width [nWidth]= {20,25,30,35,40,45,50,55,60};
    int bmin[nBmin]= {90,95,100,105,110};
    for (int massP=0; massP<13; massP++) {
        TString fin =Form("root_files/signal-%s.root",masspoint[massP].data()),
                fin2 = Form("root_files/DY-%s.root",masspoint[massP].data());
        // fin2=Form("root_files/DYHTall-%s.root",masspoint[massP].data());
        f= TFile::Open(fin.Data());
        f2= TFile::Open(fin2.Data());
        TH1F * th1 = (TH1F*)f->FindObjectAny("FATjetPRmassL2L3Corr");
        TH1F * th2 = (TH1F*)f2->FindObjectAny("FATjetPRmassL2L3Corr");

        //TString fin3 = Form("root_files/BulkGravitonZlepZqq-%s.root",masspoint[massP].data());
        //f3= TFile::Open(fin3.Data());
        //TH1F * th3 = (TH1F*)f3->FindObjectAny("HMass");
        //cout<<"before"<<th2->GetEntries()<<endl;
        th2->Sumw2();
        //th2->Add(th3);
        //cout<<"after"<<th2->GetEntries()<<endl;
        double eff[nWidth][nBmin],eff2[nWidth][nBmin],err[nWidth][nBmin],err2[nWidth][nBmin],err2Num[nWidth][nBmin];
        double sign[nWidth][nBmin],signCP[nWidth][nBmin],signErr[nWidth][nBmin];
        double signNum[nWidth][nBmin],signNumCP[nWidth][nBmin],signNumErr[nWidth][nBmin];
        for(int i=0; i<nWidth; i++) {
            for(int j=0; j<nBmin; j++) {
                eff[i][j]=getEff(th1,bmin[j],bmin[j]+width[i]);
                eff2[i][j]=getEff(th2,bmin[j],bmin[j]+width[i]);
                //if(eff2[i][j]==0)cout<<massP<<","<<eff2[i][j]<<endl;
                err[i][j]=getErr(th1,bmin[j],bmin[j]+width[i]);
                err2[i][j]=getErr(th2,bmin[j],bmin[j]+width[i]);
                err2Num[i][j]=getErr2(th2,bmin[j],bmin[j]+width[i]);
                //if(massP==0)cout<<"method1="<<err2[i][j]<<",method2="<<err2Num[i][j]/th2->Integral()<<endl;
                sign[i][j]=getSign(eff[i][j],eff2[i][j]);
                signNum[i][j]=getSign(eff[i][j],eff2[i][j]*th2->Integral());
                signCP[i][j]=sign[i][j];
                signNumCP[i][j]=signNum[i][j];
                signErr[i][j]=(1/(1+sqrt(eff2[i][j])))*sqrt(err[i][j]*err[i][j]+ (eff[i][j]*eff[i][j]*err2[i][j]*err2[i][j])/(4*eff2[i][j]*(1+sqrt(eff2[i][j]))*(1+sqrt(eff2[i][j]))));
                //signNumErr[i][j]=(1/(1+sqrt(eff2[i][j]*th2->Integral())))*sqrt(err[i][j]*err[i][j]+ (eff[i][j]*eff[i][j]*err2[i][j]*err2[i][j]*th2->Integral())/(4*eff2[i][j]*(1+sqrt(eff2[i][j]*th2->Integral()))*(1+sqrt(eff2[i][j]*th2->Integral()))));
                signNumErr[i][j]=(1/(1+sqrt(eff2[i][j]*th2->Integral())))*sqrt(err[i][j]*err[i][j]+ (eff[i][j]*eff[i][j]*err2Num[i][j]*err2Num[i][j])/(4*eff2[i][j]*th2->Integral()*(1+sqrt(eff2[i][j]*th2->Integral()))*(1+sqrt(eff2[i][j]*th2->Integral()))));
                if(eff2[i][j]<1e-7) {
                    signErr[i][j]=err[i][j]/(1+sqrt(eff2[i][j]));
                    signNumErr[i][j]=err[i][j]/(1+sqrt(eff2[i][j]*th2->Integral()));
                }
                if(massP==2 &&i==3 && j==3) {
                    tgraphBkgNum145[massP]=eff2[i][j]*th2->Integral();
                    tgraphSigEff145[massP]=eff[i][j];
                    tgraphSigEffError145[massP]=err[i][j];
                    tgraphBkgEff145[massP]=eff2[i][j];
                    tgraphBkgEffError145[massP]=err2[i][j];
                    tgraphSgnEff145[massP]=signNum[i][j];
                    tgraphSgnEffError145[massP]=signNumErr[i][j];
                }
                else if (massP==7 &&i==2 && j==2) {
                    tgraphBkgNum145[massP]=eff2[i][j]*th2->Integral();
                    tgraphSigEff145[massP]=eff[i][j];
                    tgraphSigEffError145[massP]=err[i][j];
                    tgraphBkgEff145[massP]=eff2[i][j];
                    tgraphBkgEffError145[massP]=err2[i][j];
                    tgraphSgnEff145[massP]=signNum[i][j];
                    tgraphSgnEffError145[massP]=signNumErr[i][j];
                }
                else if (massP==9 &&i==2 && j==2) {
                    tgraphBkgNum145[massP]=eff2[i][j]*th2->Integral();
                    tgraphSigEff145[massP]=eff[i][j];
                    tgraphSigEffError145[massP]=err[i][j];
                    tgraphBkgEff145[massP]=eff2[i][j];
                    tgraphBkgEffError145[massP]=err2[i][j];
                    tgraphSgnEff145[massP]=signNum[i][j];
                    tgraphSgnEffError145[massP]=signNumErr[i][j];

                }
                else if (massP==11 &&i==4 && j==1) {

                    tgraphBkgNum145[massP]=eff2[i][j]*th2->Integral();
                    tgraphSigEff145[massP]=eff[i][j];
                    tgraphSigEffError145[massP]=err[i][j];
                    tgraphBkgEff145[massP]=eff2[i][j];
                    tgraphBkgEffError145[massP]=err2[i][j];
                    tgraphSgnEff145[massP]=signNum[i][j];
                    tgraphSgnEffError145[massP]=signNumErr[i][j];
                }

                else {}

                if(i==4 && j==3) {

                    //cout<<width[i]<<","<<bmin[j];



                }

                //cout<<"range={"<<bmin[j]<<","<<bmin[j]+width[i]<<"} and efficiency="<<eff[i][j]<<endl;
                //cout<<"range=["<<bmin[j]<<","<<bmin[j]+width[i]<<"] and significant="<<sign[i][j]<<endl;
                //if(massP==0)cout<<eff[i][j]<<","<<eff2[i][j]<<endl;
            }
        }

        vector<int> signI,signJ;
        for(int ij=0; ij<nWidth*nBmin; ij++) {
            double tempSign=0;
            int tempI=0,tempJ=0;
            for(int i=0; i<nWidth; i++) {
                for(int j=0; j<nBmin; j++) {
                    if(signCP[i][j]>tempSign) {
                        //cout<<"i="<<i<<",j="<<j<<",signcp="<<signCP[i][j]<<",temp="<<tempSign<<endl;
                        tempSign=signCP[i][j];
                        tempI=i;
                        tempJ=j;
                    }
                }
            }

            //cout<<signCP[tempI][tempJ]<<endl;
            signCP[tempI][tempJ]=0;
            if(width[tempI]+bmin[tempJ]>150) {

                continue;
            }
            //if(massP==0)cout<<"tempI"<<tempI<<",tempJ"<<tempJ<<endl;
            signI.push_back(tempI);
            signJ.push_back(tempJ);
        }

        vector<int> signINum,signJNum;
        for(int ij=0; ij<nWidth*nBmin; ij++) {
            double tempSign=0;
            int tempI=0,tempJ=0;
            for(int i=0; i<nWidth; i++) {
                for(int j=0; j<nBmin; j++) {
                    if(signNumCP[i][j]>tempSign) {
                        //cout<<"i="<<i<<",j="<<j<<",signcp="<<signCP[i][j]<<",temp="<<tempSign<<endl;
                        tempSign=signNumCP[i][j];
                        tempI=i;
                        tempJ=j;
                    }
                }
            }

            //cout<<signCP[tempI][tempJ]<<endl;
            signNumCP[tempI][tempJ]=0;
            if(width[tempI]+bmin[tempJ]>150) {
                //cout<<"!";
                continue;
            }
            signINum.push_back(tempI);
            signJNum.push_back(tempJ);
        }

        int numberBin=15;
        int numberBinFull=35;
        TH1F * th1Sign=new TH1F("Sign","Sign",numberBin,0,numberBin);
        TH1F * th1Eff=new TH1F("th1Eff","th1Eff",numberBin,0,numberBin);
        TH1F * th1Eff2=new TH1F("th1Eff2","th1Eff2",numberBin,0,numberBin);
        TH1F * th1SignFull=new TH1F("SignFull","SignFull",numberBinFull,0,numberBinFull);
        TH1F * th1EffFull=new TH1F("th1EffFull","th1EffFull",numberBinFull,0,numberBinFull);
        TH1F * th1Eff2Full=new TH1F("th1Eff2Full","th1Eff2Full",numberBinFull,0,numberBinFull);
        for(int i=0; i<numberBin; i++) {
            th1Sign->SetBinContent(i+1,sign[signI[i]][signJ[i]]);
            th1Sign->SetBinError(i+1,signErr[signI[i]][signJ[i]]);
            th1Eff->SetBinContent(i+1,eff[signI[i]][signJ[i]]);
            th1Eff2->SetBinContent(i+1,eff2[signI[i]][signJ[i]]);
            th1Eff->SetBinError(i+1,err[signI[i]][signJ[i]]);
            th1Eff2->SetBinError(i+1,err2[signI[i]][signJ[i]]);
            th1Sign->GetXaxis()->SetBinLabel(i+1,Form("%d-%d",bmin[signJ[i]],bmin[signJ[i]]+width[signI[i]]));
            //cout<<"range=["<<bmin[signJ[i]]<<","<<bmin[signJ[i]]+width[signI[i]]<<"] and significant="<<sign[signI[i]][signJ[i]]<<endl;
        }

        //cout<<"signI.size="<<signI.size()<<endl;
        for(unsigned int i=0; i<signI.size(); i++) {
            twikiSign[massP][signI[i]][signJ[i]]=i+1;

            th1SignFull->SetBinContent(i+1,sign[signI[i]][signJ[i]]);
            th1SignFull->SetBinError(i+1,signErr[signI[i]][signJ[i]]);
            th1EffFull->SetBinContent(i+1,eff[signI[i]][signJ[i]]);
            th1Eff2Full->SetBinContent(i+1,eff2[signI[i]][signJ[i]]);
            th1EffFull->SetBinError(i+1,err[signI[i]][signJ[i]]);
            th1Eff2Full->SetBinError(i+1,err2[signI[i]][signJ[i]]);
            //th1SignFull->GetXaxis()->SetBinLabel(i+1,Form("%d-%d",bmin[signJ[i]],bmin[signJ[i]]+width[signI[i]]));
            th1SignFull->GetXaxis()->SetBinLabel(i+1,"");
            twikiSignValue[massP][signI[i]][signJ[i]]=sign[signI[i]][signJ[i]];
            twikiEffValue[massP][signI[i]][signJ[i]]=eff[signI[i]][signJ[i]];
            //cout<<"range=["<<bmin[signJ[i]]<<","<<bmin[signJ[i]]+width[signI[i]]<<"] and significant="<<sign[signI[i]][signJ[i]]<<endl;
        }
        gStyle->SetOptStat(0000000000);


        th1Sign->SetTitle(Form("largest 15 Sign.(eff),%sGev",masspoint[massP].data()));
        th1Sign->SetMinimum(0);
        th1Sign->SetMaximum(1);
        th1Sign->SetLineColor(4);
        th1Sign->Draw();
        th1Eff->SetLineColor(2);
        th1Eff2->SetLineColor(3);
        th1Eff->Draw("same");
        th1Eff2->Draw("same");
        TLegend* leg ;
        leg=new TLegend(x1NDC,y1NDC,x2NDC,y2NDC);
        setLeg(leg);
        leg->AddEntry(th1Sign,"significance");
        leg->AddEntry(th1Eff,"signal efficiency");
        leg->AddEntry(th1Eff2,"Bkg. efficiency");
        leg->Draw("same");

        if(massP==0)c1->Print(Form("pdfPR/%s.pdf(",output.data()));
        //else if(massP==12)c1->Print("pdf/signv2.pdf)");
        else c1->Print(Form("pdfPR/%s.pdf",output.data()));

        th1SignFull->SetTitle(Form("all windows(eff),%sGev",masspoint[massP].data()));
        th1SignFull->SetMinimum(0);
        th1SignFull->SetMaximum(1);
        th1SignFull->SetLineColor(4);
        th1SignFull->Draw("Hist");
        th1EffFull->SetLineColor(2);
        th1Eff2Full->SetLineColor(3);
        th1EffFull->Draw("same");
        th1Eff2Full->Draw("same");
        leg->Draw("same");

        c1->Print(Form("pdfPR/%s.pdf",output.data()));

        for(int i=0; i<numberBin; i++) {
            if(i==0) {
                tgraphSigEff[massP]=eff[signINum[i]][signJNum[i]];
                tgraphSigEffError[massP]=err[signINum[i]][signJNum[i]];
                tgraphBkgEff[massP]=eff2[signINum[i]][signJNum[i]];
                tgraphBkgEffError[massP]=err2[signINum[i]][signJNum[i]];
                tgraphSgnEff[massP]=signNum[signINum[i]][signJNum[i]];
                tgraphSgnEffError[massP]=signNumErr[signINum[i]][signJNum[i]];
                tgraphBkgNum[massP]=eff2[signINum[i]][signJNum[i]]*th2->Integral();


            }
            th1Sign->SetBinContent(i+1,signNum[signINum[i]][signJNum[i]]);
            th1Sign->SetBinError(i+1,signNumErr[signINum[i]][signJNum[i]]);
            th1Eff->SetBinContent(i+1,eff[signINum[i]][signJNum[i]]);
            th1Eff2->SetBinContent(i+1,eff2[signINum[i]][signJNum[i]]);
            th1Eff->SetBinError(i+1,err[signINum[i]][signJNum[i]]);
            th1Eff2->SetBinError(i+1,err2[signINum[i]][signJNum[i]]);
            th1Eff->GetXaxis()->SetBinLabel(i+1,Form("%d-%d",bmin[signJNum[i]],bmin[signJNum[i]]+width[signINum[i]]));
            //cout<<"range=["<<bmin[signJ[i]]<<","<<bmin[signJ[i]]+width[signI[i]]<<"] and significant="<<sign[signI[i]][signJ[i]]<<endl;
        }


        for(unsigned int i=0; i<signINum.size(); i++) {
            twikiSignNum[massP][signINum[i]][signJNum[i]]=i+1;

            th1SignFull->SetBinContent(i+1,signNum[signINum[i]][signJNum[i]]);
            th1SignFull->SetBinError(i+1,signNumErr[signINum[i]][signJNum[i]]);
            th1EffFull->SetBinContent(i+1,eff[signINum[i]][signJNum[i]]);
            th1Eff2Full->SetBinContent(i+1,eff2[signINum[i]][signJNum[i]]);
            th1EffFull->SetBinError(i+1,err[signINum[i]][signJNum[i]]);
            th1Eff2Full->SetBinError(i+1,err2[signINum[i]][signJNum[i]]);
            //th1SignFull->GetXaxis()->SetBinLabel(i+1,Form("%d-%d",bmin[signJ[i]],bmin[signJ[i]]+width[signI[i]]));
            th1SignFull->GetXaxis()->SetBinLabel(i+1,"");
            th1EffFull->GetXaxis()->SetBinLabel(i+1,"");
            th1Eff2Full->GetXaxis()->SetBinLabel(i+1,"");
            twikiSignNumValue[massP][signINum[i]][signJNum[i]]=signNum[signINum[i]][signJNum[i]];
            th1EffFull->GetXaxis()->SetBinLabel(i+1,Form("%d-%d",bmin[signJNum[i]],bmin[signJNum[i]]+width[signINum[i]]));
            //twikiEffNumValue[massP][signINum[i]][signJNum[i]]=effNum[signINum[i]][signJNum[i]];
            //cout<<"range=["<<bmin[signJ[i]]<<","<<bmin[signJ[i]]+width[signI[i]]<<"] and significant="<<sign[signI[i]][signJ[i]]<<endl;
        }



        th1Eff->SetMinimum(0);
        th1Eff->SetMaximum(1);
        th1EffFull->SetMinimum(0);
        th1EffFull->SetMaximum(1);
        th1Eff->SetYTitle("efficiency");
        th1EffFull->SetYTitle("efficiency");
        th1Eff->SetTitle(Form("largest 15 Sign.(Num),%sGev",masspoint[massP].data()));
        th1Eff->Draw();
        th1Eff2->Draw("same");

        Float_t rightmax = 2*th1Sign->GetBinContent(1);
        //cout<<rightmax<<endl;
        Float_t scale = gPad->GetUymax()/rightmax;
        //hint1->SetLineColor(kRed);
        th1Sign->Scale(scale);
        //hint1->Draw("same");
        //draw an axis on the right side
        c1->Update();
        th1Sign->Draw("same");
        //leg->Clear();
        //leg->AddEntry(th1Eff,"signal efficiency");
        //leg->AddEntry(th1Eff2,"Bkg. efficiency");
        //leg->SetY1(0.8335);
        leg->Draw("same");

        TGaxis *axis = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),
                                  gPad->GetUxmax(), gPad->GetUymax(),0,rightmax,510,"+L");
        axis->SetTitle("significance");
        axis->SetTitleColor(4);
        axis->SetLineColor(4);
        axis->SetLabelColor(4);
        axis->Draw();

        c1->Print(Form("pdfPR/%s.pdf",output.data()));




        th1EffFull->SetTitle(Form("all windows(Num),%sGev",masspoint[massP].data()));
        th1EffFull->Draw();
        th1Eff2Full->Draw("same");
        c1->Update();
        rightmax = 1.1*th1SignFull->GetBinContent(1);
        scale = gPad->GetUymax()/rightmax;
        th1SignFull->Scale(scale);

        th1SignFull->Draw("Hist,same");
        leg->Draw("same");

        TGaxis *axis2 = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),
                                   gPad->GetUxmax(), gPad->GetUymax(),0,rightmax,510,"+L");
        axis2->SetTitle("significance");
        axis2->SetTitleColor(4);
        axis2->SetLineColor(4);
        axis2->SetLabelColor(4);
        axis2->Draw();



        if(massP==12)c1->Print(Form("pdfPR/%s.pdf)",output.data()));
        else c1->Print(Form("pdfPR/%s.pdf",output.data()));

    }


    TLegend* leg ;
    leg=new TLegend(0.1441452,0.742447,0.300645,0.883966);
    setLeg(leg);
    c2->cd();
    TGraphErrors* tg1= new TGraphErrors(13,tgraphMass,tgraphSigEff,tgraphMassError,tgraphSigEffError);
    TGraphErrors* tg2= new TGraphErrors(13,tgraphMass,tgraphBkgEff,tgraphMassError,tgraphBkgEffError);
    TGraphErrors* tg3= new TGraphErrors(13,tgraphMass,tgraphSgnEff,tgraphMassError,tgraphSgnEffError);

    for(int i=0; i<13; i++) {
        //cout<<tgraphSigEff[i]<<","<<tgraphSigEff145[i];
        cout<<"i="<<i<<","<<tgraphSigEff[i]<<","<<tgraphBkgNum[i]<<","<<tgraphSgnEff[i]<<endl;
        cout<<"i="<<i<<","<<tgraphSigEff145[i]<<","<<tgraphBkgNum145[i]<<","<<tgraphSgnEff145[i]<<endl;
        tgraphSigEff[i]=tgraphSigEff[i]/tgraphSigEff145[i];
        //cout<<tgraphSigEff[i]<<endl;
        tgraphSigEffError[i]=sqrt((tgraphSigEffError[i]/tgraphSigEff[i])*(tgraphSigEffError[i]/tgraphSigEff[i])+(tgraphSigEffError145[i]/tgraphSigEff145[i])*(tgraphSigEffError145[i]/tgraphSigEff145[i]));
        tgraphSigEffError[i]*=tgraphSigEff[i];
        tgraphBkgEff[i]=tgraphBkgEff[i]/tgraphBkgEff145[i];
        tgraphBkgEffError[i]=sqrt((tgraphBkgEffError[i]/tgraphBkgEff[i])*(tgraphBkgEffError[i]/tgraphBkgEff[i])+(tgraphBkgEffError145[i]/tgraphBkgEff145[i])*(tgraphBkgEffError145[i]/tgraphBkgEff145[i]));
        tgraphBkgEffError[i]*=tgraphBkgEff[i];
        tgraphSgnEff[i]=tgraphSgnEff[i]/tgraphSgnEff145[i];
        tgraphSgnEffError[i]=sqrt((tgraphSgnEffError[i]/tgraphSgnEff[i])*(tgraphSgnEffError[i]/tgraphSgnEff[i])+(tgraphSgnEffError145[i]/tgraphSgnEff145[i])*(tgraphSgnEffError145[i]/tgraphSgnEff145[i]));
        tgraphSgnEffError[i]*=tgraphSgnEff[i];

    }

    TGraphErrors* tg4= new TGraphErrors(13,tgraphMass,tgraphSigEff,tgraphMassError,tgraphSigEffError);
    TGraphErrors* tg5= new TGraphErrors(13,tgraphMass,tgraphBkgEff,tgraphMassError,tgraphBkgEffError);
    TGraphErrors* tg6= new TGraphErrors(13,tgraphMass,tgraphSgnEff,tgraphMassError,tgraphSgnEffError);


    tg1->SetMaximum(1);
    tg1->SetMinimum(0);
    tg1->SetTitle("");
    tg1->GetXaxis()->SetTitle("Mass of Z' [GeV]");
    tg1->Draw("APL*");
    tg2->SetLineColor(2);
    tg3->SetLineColor(3);
    tg1->SetMarkerStyle(20);
    tg2->SetMarkerStyle(21);
    tg3->SetMarkerStyle(22);
    leg->Clear();
    tg1->SetFillColor(kWhite);
    tg2->SetFillColor(kWhite);
    tg3->SetFillColor(kWhite);
    gStyle->SetFillColor(kWhite) ;
    leg->AddEntry(tg1,"signal eff.");
    leg->AddEntry(tg2,"bkg. eff.");
    leg->AddEntry(tg3,"significance");
    tg2->Draw("PL,same");
    tg3->Draw("PL,same");
    leg->Draw("same");
    c2->Print("png/1.png");


    tg4->GetXaxis()->SetTitle("Mass of Z' [GeV]");
    tg4->SetTitle("most significant window/105-145");
    tg4->SetMaximum(2.2);
    tg4->SetMinimum(0.3);
    tg4->SetMarkerStyle(20);
    tg5->SetMarkerStyle(21);
    tg6->SetMarkerStyle(22);
    tg4->Draw("APL");
    tg5->SetLineColor(2);
    tg6->SetLineColor(3);

    leg->Clear();
    tg4->SetFillColor(kWhite);
    tg5->SetFillColor(kWhite);
    tg6->SetFillColor(kWhite);
    gStyle->SetFillColor(kWhite) ;
    leg->AddEntry(tg4,"signal eff. ratio");
    leg->AddEntry(tg5,"bkg. eff. ratio");
    leg->AddEntry(tg6,"significance ratio");
    tg5->Draw("PL,same");
    tg6->Draw("PL,same");
    leg->Draw("same");
    c2->Print("png/2.png");






    ofstream myfile;
    myfile.open ("txt/twikiOPPRN.txt");
    myfile<<"|*windowRange*|";
    for (int massP=0; massP<4; massP++)myfile<<"*"<<masspoint[massP].data()<<"Num*|";
    //myfile<<"*";
    for (int massP=0; massP<4; massP++)myfile<<"*"<<masspoint[massP].data()<<"Eff*|";
    myfile<<"*avg.rank(eff)*|*avg.rank(Num)*|*avg.rank(total)*|"<<endl;
    for(int j=0; j<nBmin; j++) {
        for(int i=0; i<nWidth; i++) {
            if(width[i]+bmin[j]>150)continue;
            myfile<<"|"<<bmin[j]<<"to"<<bmin[j]+width[i]<<"|";
            double temp1=0,temp2=0;
            for (int massP=0; massP<4; massP++) {
                myfile<<twikiSignNum[massP][i][j]<<"("<<twikiSignNumValue[massP][i][j]<<")|";
                temp1+=twikiSign[massP][i][j];
                temp2+=twikiSignNum[massP][i][j];
            }
            for (int massP=0; massP<4; massP++) {
                myfile<<twikiSign[massP][i][j]<<"("<<twikiSignValue[massP][i][j]<<")|";
            }
            myfile<<temp1/4<<"|"<<temp2/4<<"|"<<(temp1+temp2)/8<<"|"<<endl;
            //<<"to"<<bmin[i]+width[j]<<"|"<<endl;
            //cout<<j<<","<<i<<endl;
        }
    }
    myfile<<endl;



    myfile<<"|*rank(signalEff)*|";
    for (int massP=0; massP<4; massP++)myfile<<"*"<<masspoint[massP].data()<<"Eff*|";
    myfile<<endl;
    vector<int> signINum,signJNum;
//for(int ij=0;ij<nWidth*nBmin;ij++){
    for(int ij=0; ij<15; ij++) {
        myfile<<"|"<<ij+1<<"|";
        for (int massP=0; massP<4; massP++) {
            double tempSign=1000;
            int tempI=0,tempJ=0;
            //for(int i=0;i<nWidth;i++)for(int j=0;j<nBmin;j++)if(width[tempI]+bmin[tempJ]>150)twikiSign[massP][tempI][tempJ]=10000;

            for(int i=0; i<nWidth; i++) {
                for(int j=0; j<nBmin; j++) {
                    if(twikiSign[massP][i][j]<tempSign) {
                        if(width[i]+bmin[j]>150)continue;
                        //cout<<"i="<<i<<",j="<<j<<",signcp="<<signCP[i][j]<<",temp="<<tempSign<<endl;
                        tempSign=twikiSign[massP][i][j];
                        tempI=i;
                        tempJ=j;
                        //cout<<tempI<<","<<tempJ<<","<<tempSign<<endl;
                    }
                }
            }
            //signINum.push_back(tempI);
            //signJNum.push_back(tempJ);
            //cout<<signCP[tempI][tempJ]<<endl;
            //cout<<"twikiSign[massP][tempI][tempJ]="<<twikiSign[massP][tempI][tempJ]<<"|"<<bmin[tempJ]<<"to"<<bmin[tempJ]+width[tempI]<<"|"<<endl;
            twikiSign[massP][tempI][tempJ]=10000;
            //if(width[tempI]+bmin[tempJ]>150)continue;
            myfile<<bmin[tempJ]<<"to"<<bmin[tempJ]+width[tempI]<<"("<<setprecision(3)<<twikiEffValue[massP][tempI][tempJ]<<")|";
            //cout<<twikiSign[massP][tempI][tempJ];

        }
        myfile<<endl;
    }
    myfile<<endl;

    myfile<<"|*rank(signalEff)*|";
    for (int massP=0; massP<4; massP++)myfile<<"*"<<masspoint[massP].data()<<"Num*|";
    myfile<<endl;
    //vector<int> signINum,signJNum;
//for(int ij=0;ij<nWidth*nBmin;ij++){
    for(int ij=0; ij<15; ij++) {
        myfile<<"|"<<ij+1<<"|";
        for (int massP=0; massP<4; massP++) {
            double tempSign=10000;
            int tempI=0,tempJ=0;
            //for(int i=0;i<nWidth;i++)for(int j=0;j<nBmin;j++)if(width[tempI]+bmin[tempJ]>150)twikiSignNum[massP][tempI][tempJ]=10000;

            for(int i=0; i<nWidth; i++) {
                for(int j=0; j<nBmin; j++) {
                    if(twikiSignNum[massP][i][j]<tempSign) {
                        if(width[i]+bmin[j]>150)continue;
                        //cout<<"i="<<i<<",j="<<j<<",signcp="<<signCP[i][j]<<",temp="<<tempSign<<endl;
                        tempSign=twikiSignNum[massP][i][j];
                        tempI=i;
                        tempJ=j;
                        //cout<<tempI<<","<<tempJ<<","<<tempSign<<endl;
                    }
                }
            }
            //signINum.push_back(tempI);
            //signJNum.push_back(tempJ);
            //cout<<signCP[tempI][tempJ]<<endl;
            twikiSignNum[massP][tempI][tempJ]=10000;
            //if(width[tempI]+bmin[tempJ]>150)continue;
            myfile<<bmin[tempJ]<<"to"<<bmin[tempJ]+width[tempI]<<"("<<setprecision(3)<<twikiEffValue[massP][tempI][tempJ]<<")|";
            //cout<<twikiSign[massP][tempI][tempJ];

        }
        myfile<<endl;
    }
    myfile<<endl;
}
void composeTrackAnalysisbyAssociator(string FileListName, int FileNumber) {

    if(debug) cout << FileListName << endl;
    string theFileName;
    ifstream composeFileList;
    composeFileList.open(FileListName.c_str());

    string OutputPlotNamepreFix = FileListName + "_";
    string OutputPlotNameFix = ".png";

    unsigned int EventNumber;
    unsigned int trackingParticleMatch;
    double recTrackPurity;
    double recTrackrefMomentum;
    double recTrackrefPhi;
    double recTrackrefEta;
    double recTrackinnerMomentum;
    double recTrackinnerPhi;
    double recTrackinnerEta;
    unsigned int recTrackinnerValid;
    double recTrackouterMomentum;
    double recTrackouterPhi;
    double recTrackouterEta;
    unsigned int recTrackouterValid;
    double simTrackinnerMomentum;
    double simTrackinnerPhi;
    double simTrackinnerEta;
    unsigned int simTrackinnerMatch;
    double simTrackouterMomentum;
    double simTrackouterPhi;
    double simTrackouterEta;
    unsigned int simTrackouterMatch;
    double recTrackinnerMomentumofTSOS;
    double recTrackinnerPhiofTSOS;
    double recTrackinnerEtaofTSOS;
    unsigned int recTrackinnerValidofTSOS;
    double recTrackouterMomentumofTSOS;
    double recTrackouterPhiofTSOS;
    double recTrackouterEtaofTSOS;
    unsigned int recTrackouterValidofTSOS;
    double recTrackimpactMomentumofTSOS;
    double recTrackimpactPhiofTSOS;
    double recTrackimpactEtaofTSOS;
    unsigned int recTrackimpactValidofTSOS;
    int recTrackCharge;
    double simTrackMomentumPt;
    double simTrackPhi;
    double simTrackEta;
    int simTrackCharge;

    TObjArray* myEfficiencyHist = new TObjArray();
    TObjArray* myParticleHist = new TObjArray();
    TObjArray* mySTAHist = new TObjArray();
    TObjArray* myChargeCheckHist = new TObjArray();
    TObjArray* myDeltaPtHist = new TObjArray();
    TObjArray* myDeltaPhiHist = new TObjArray();
    TObjArray* myDeltaEtaHist = new TObjArray();
    vector<string> TypeName;
    TypeName.clear();

    for(int Index = 0; Index < FileNumber; Index++) {
        getline(composeFileList, theFileName);
        TypeName.push_back(theFileName);
        string fullFileName = "data/"+ theFileName + ".root";
        if(debug) cout << theFileName << endl;
        TFile* RootFile = TFile::Open(fullFileName.c_str());

        TTree* T1 = (TTree*)RootFile->Get("ExTree");
        T1->SetBranchAddress("EventNumber", &EventNumber);
        T1->SetBranchAddress("trackingParticleMatch", &trackingParticleMatch);
        T1->SetBranchAddress("recTrackPurity", &recTrackPurity);
        T1->SetBranchAddress("recTrackrefMomentum", &recTrackrefMomentum);
        T1->SetBranchAddress("recTrackrefPhi", &recTrackrefPhi);
        T1->SetBranchAddress("recTrackrefEta", &recTrackrefEta);
        T1->SetBranchAddress("recTrackinnerMomentum", &recTrackinnerMomentum);
        T1->SetBranchAddress("recTrackinnerPhi", &recTrackinnerPhi);
        T1->SetBranchAddress("recTrackinnerEta", &recTrackinnerEta);
        T1->SetBranchAddress("recTrackinnerValid", &recTrackinnerValid);
        T1->SetBranchAddress("recTrackouterMomentum", &recTrackouterMomentum);
        T1->SetBranchAddress("recTrackouterPhi", &recTrackouterPhi);
        T1->SetBranchAddress("recTrackouterEta", &recTrackouterEta);
        T1->SetBranchAddress("recTrackouterValid", &recTrackouterValid);
        T1->SetBranchAddress("simTrackinnerMomentum", &simTrackinnerMomentum);
        T1->SetBranchAddress("simTrackinnerPhi", &simTrackinnerPhi);
        T1->SetBranchAddress("simTrackinnerEta", &simTrackinnerEta);
        T1->SetBranchAddress("simTrackinnerMatch", &simTrackinnerMatch);
        T1->SetBranchAddress("simTrackouterMomentum", &simTrackouterMomentum);
        T1->SetBranchAddress("simTrackouterPhi", &simTrackouterPhi);
        T1->SetBranchAddress("simTrackouterEta", &simTrackouterEta);
        T1->SetBranchAddress("simTrackouterMatch", &simTrackouterMatch);
        T1->SetBranchAddress("recTrackinnerMomentumofTSOS", &recTrackinnerMomentumofTSOS);
        T1->SetBranchAddress("recTrackinnerPhiofTSOS", &recTrackinnerPhiofTSOS);
        T1->SetBranchAddress("recTrackinnerEtaofTSOS", &recTrackinnerEtaofTSOS);
        T1->SetBranchAddress("recTrackinnerValidofTSOS", &recTrackinnerValidofTSOS);
        T1->SetBranchAddress("recTrackouterMomentumofTSOS", &recTrackouterMomentumofTSOS);
        T1->SetBranchAddress("recTrackouterPhiofTSOS", &recTrackouterPhiofTSOS);
        T1->SetBranchAddress("recTrackouterEtaofTSOS", &recTrackouterEtaofTSOS);
        T1->SetBranchAddress("recTrackouterValidofTSOS", &recTrackouterValidofTSOS);
        T1->SetBranchAddress("recTrackimpactMomentumofTSOS", &recTrackimpactMomentumofTSOS);
        T1->SetBranchAddress("recTrackimpactPhiofTSOS", &recTrackimpactPhiofTSOS);
        T1->SetBranchAddress("recTrackimpactEtaofTSOS", &recTrackimpactEtaofTSOS);
        T1->SetBranchAddress("recTrackimpactValidofTSOS", &recTrackimpactValidofTSOS);
        T1->SetBranchAddress("recTrackCharge", &recTrackCharge);
        T1->SetBranchAddress("simTrackMomentumPt", &simTrackMomentumPt);
        T1->SetBranchAddress("simTrackPhi", &simTrackPhi);
        T1->SetBranchAddress("simTrackEta", &simTrackEta);
        T1->SetBranchAddress("simTrackCharge", &simTrackCharge);

        string TempHistName;
        TempHistName = theFileName + "_Efficiency2simPt";
        TH1D* Efficiency2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_Particle2simPt";
        TH1D* Particle2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_STA2simPt";
        TH1D* STA2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_InverseChargeRato2simPt";
        TH1D* InverseChargeRato2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_DeltaPt2simPt";
        TH1D* DeltaPt2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_DeltaPhi2simPt";
        TH1D* DeltaPhi2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_DeltaEta2simPt";
        TH1D* DeltaEta2simPtHist = new TH1D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale);
        TempHistName = theFileName + "_MaxPurity2simPt";
        TH2D* MaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 6, 0., 1.2);
        TempHistName = theFileName + "_Multiplicity2simPt";
        TH2D* Multiplicity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 10, 0., 10.);
        TempHistName = theFileName + "_ChargeCheck2simPt";
        TH2D* ChargeCheck2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 5, -2.5, 2.5);
        TempHistName = theFileName + "_simTrackMomentumPtmaxPurity2simPt";
        TH2D* simTrackMomentumPtmaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, (int)5*PtScale, 0, PtScale);
        TempHistName = theFileName + "_simTrackPhimaxPurity2simPt";
        TH2D* simTrackPhimaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 314, -PI, PI);
        TempHistName = theFileName + "_simTrackEtamaxPurity2simPt";
        TH2D* simTrackEtamaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 400, -2.0, 2.0);
        TempHistName = theFileName + "_recTrackimpactMomentumofTSOSmaxPurity2simPt";
        TH2D* recTrackimpactMomentumofTSOSmaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, (int)5*PtScale, 0, PtScale);
        TempHistName = theFileName + "_recTrackimpactPhiofTSOSmaxPurity2simPt";
        TH2D* recTrackimpactPhiofTSOSmaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 314, -PI, PI);
        TempHistName = theFileName + "_recTrackimpactEtaofTSOSmaxPurity2simPt";
        TH2D* recTrackimpactEtaofTSOSmaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 600, -3.0, 3.0);
        TempHistName = theFileName + "_recTrackimpactValidofTSOSmaxPurity2simPt";
        TH2D* recTrackimpactValidofTSOSmaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(), (int)(PtScale/2), 0, PtScale, 2, 0., 2.);
        TempHistName = theFileName + "_DeltaPtmaxPurity2simPt";
        TH2D* DeltaPtmaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(),  (int)(PtScale/2), 0, PtScale, (int)5*PtScale, -1.*PtScale, PtScale);
        TempHistName = theFileName + "_DeltaPhimaxPurity2simPt";
        TH2D* DeltaPhimaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(),  (int)(PtScale/2), 0, PtScale, 314, -PI, PI);
        TempHistName = theFileName + "_DeltaEtamaxPurity2simPt";
        TH2D* DeltaEtamaxPurity2simPtHist = new TH2D(TempHistName.c_str(), TempHistName.c_str(),  (int)(PtScale/2), 0, PtScale, 400, -2.0, 2.0);

        unsigned int trackingParticleMatch_temp;
        unsigned int efficiency_temp;
        double recTrackPurity_temp;
        double recTrackrefMomentum_temp;
        double recTrackrefPhi_temp;
        double recTrackrefEta_temp;
        double recTrackinnerMomentum_temp;
        double recTrackinnerPhi_temp;
        double recTrackinnerEta_temp;
        unsigned int recTrackinnerValid_temp;
        double recTrackouterMomentum_temp;
        double recTrackouterPhi_temp;
        double recTrackouterEta_temp;
        unsigned int recTrackouterValid_temp;
        double simTrackinnerMomentum_temp;
        double simTrackinnerPhi_temp;
        double simTrackinnerEta_temp;
        unsigned int simTrackinnerMatch_temp;
        double simTrackouterMomentum_temp;
        double simTrackouterPhi_temp;
        double simTrackouterEta_temp;
        unsigned int simTrackouterMatch_temp;
        double recTrackinnerMomentumofTSOS_temp;
        double recTrackinnerPhiofTSOS_temp;
        double recTrackinnerEtaofTSOS_temp;
        unsigned int recTrackinnerValidofTSOS_temp;
        double recTrackouterMomentumofTSOS_temp;
        double recTrackouterPhiofTSOS_temp;
        double recTrackouterEtaofTSOS_temp;
        unsigned int recTrackouterValidofTSOS_temp;
        double recTrackimpactMomentumofTSOS_temp;
        double recTrackimpactPhiofTSOS_temp;
        double recTrackimpactEtaofTSOS_temp;
        unsigned int recTrackimpactValidofTSOS_temp;
        int recTrackCharge_temp;
        double simTrackMomentumPt_temp;
        double simTrackPhi_temp;
        double simTrackEta_temp;
        int simTrackCharge_temp;

        int Nentries = T1->GetEntries(); 
        for(int i = 0; i < Nentries; i++) { 
            T1->GetEntry(i);
            if(trackingParticleMatch == 0) {
                MaxPurity2simPtHist->Fill(simTrackMomentumPt, 0);
                Multiplicity2simPtHist->Fill(simTrackMomentumPt, 0);
                int tempParticleBinNumber = Particle2simPtHist->FindBin(simTrackMomentumPt);
                double tempParticleBinValue = Particle2simPtHist->GetBinContent(tempParticleBinNumber);
                tempParticleBinValue += 1.;
                Particle2simPtHist->SetBinContent(tempParticleBinNumber, tempParticleBinValue);
            }
            else {
                efficiency_temp = 1;
                trackingParticleMatch_temp = trackingParticleMatch;
                recTrackPurity_temp = recTrackPurity;
                recTrackrefMomentum_temp = recTrackrefMomentum;
                recTrackrefPhi_temp = recTrackrefPhi;
                recTrackrefEta_temp = recTrackrefEta;
                recTrackinnerMomentum_temp = recTrackinnerMomentum;
                recTrackinnerPhi_temp = recTrackinnerPhi;
                recTrackinnerEta_temp = recTrackinnerEta;
                recTrackinnerValid_temp = recTrackinnerValid;
                recTrackouterMomentum_temp = recTrackouterMomentum;
                recTrackouterPhi_temp = recTrackouterPhi;
                recTrackouterEta_temp = recTrackouterEta;
                recTrackouterValid_temp = recTrackouterValid;
                simTrackinnerMomentum_temp = simTrackinnerMomentum;
                simTrackinnerPhi_temp = simTrackinnerPhi;
                simTrackinnerEta_temp = simTrackinnerEta;
                simTrackinnerMatch_temp = simTrackinnerMatch;
                simTrackouterMomentum_temp = simTrackouterMomentum;
                simTrackouterPhi_temp = simTrackouterPhi;
                simTrackouterEta_temp = simTrackouterEta;
                simTrackouterMatch_temp = simTrackouterMatch;
                recTrackinnerMomentumofTSOS_temp = recTrackinnerMomentumofTSOS;
                recTrackinnerPhiofTSOS_temp = recTrackinnerPhiofTSOS;
                recTrackinnerEtaofTSOS_temp = recTrackinnerEtaofTSOS;
                recTrackinnerValidofTSOS_temp = recTrackinnerValidofTSOS;
                recTrackouterMomentumofTSOS_temp = recTrackouterMomentumofTSOS;
                recTrackouterPhiofTSOS_temp = recTrackouterPhiofTSOS;
                recTrackouterEtaofTSOS_temp = recTrackouterEtaofTSOS;
                recTrackouterValidofTSOS_temp = recTrackouterValidofTSOS;
                recTrackimpactMomentumofTSOS_temp = recTrackimpactMomentumofTSOS;
                recTrackimpactPhiofTSOS_temp = recTrackimpactPhiofTSOS;
                recTrackimpactEtaofTSOS_temp = recTrackimpactEtaofTSOS;
                recTrackimpactValidofTSOS_temp = recTrackimpactValidofTSOS;
                recTrackCharge_temp = recTrackCharge;
                simTrackMomentumPt_temp = simTrackMomentumPt;
                simTrackPhi_temp = simTrackPhi;
                simTrackEta_temp = simTrackEta;
                simTrackCharge_temp = simTrackCharge;

                bool nextStep = true;
                while(nextStep) {
                    i++;
                    T1->GetEntry(i);
                    if(trackingParticleMatch <= trackingParticleMatch_temp)
                        nextStep = false;
                    else
                        trackingParticleMatch_temp = trackingParticleMatch;
                    if(nextStep == true && recTrackPurity_temp < recTrackPurity) {
                        if(debug) cout << "step another match, trackingParticleMatch_temp: " << trackingParticleMatch_temp << endl;
                        //trackingParticleMatch_temp = trackingParticleMatch;
                        recTrackPurity_temp = recTrackPurity;
                        recTrackrefMomentum_temp = recTrackrefMomentum;
                        recTrackrefPhi_temp = recTrackrefPhi;
                        recTrackrefEta_temp = recTrackrefEta;
                        recTrackinnerMomentum_temp = recTrackinnerMomentum;
                        recTrackinnerPhi_temp = recTrackinnerPhi;
                        recTrackinnerEta_temp = recTrackinnerEta;
                        recTrackinnerValid_temp = recTrackinnerValid;
                        recTrackouterMomentum_temp = recTrackouterMomentum;
                        recTrackouterPhi_temp = recTrackouterPhi;
                        recTrackouterEta_temp = recTrackouterEta;
                        recTrackouterValid_temp = recTrackouterValid;
                        simTrackinnerMomentum_temp = simTrackinnerMomentum;
                        simTrackinnerPhi_temp = simTrackinnerPhi;
                        simTrackinnerEta_temp = simTrackinnerEta;
                        simTrackinnerMatch_temp = simTrackinnerMatch;
                        simTrackouterMomentum_temp = simTrackouterMomentum;
                        simTrackouterPhi_temp = simTrackouterPhi;
                        simTrackouterEta_temp = simTrackouterEta;
                        simTrackouterMatch_temp = simTrackouterMatch;
                        recTrackinnerMomentumofTSOS_temp = recTrackinnerMomentumofTSOS;
                        recTrackinnerPhiofTSOS_temp = recTrackinnerPhiofTSOS;
                        recTrackinnerEtaofTSOS_temp = recTrackinnerEtaofTSOS;
                        recTrackinnerValidofTSOS_temp = recTrackinnerValidofTSOS;
                        recTrackouterMomentumofTSOS_temp = recTrackouterMomentumofTSOS;
                        recTrackouterPhiofTSOS_temp = recTrackouterPhiofTSOS;
                        recTrackouterEtaofTSOS_temp = recTrackouterEtaofTSOS;
                        recTrackouterValidofTSOS_temp = recTrackouterValidofTSOS;
                        recTrackimpactMomentumofTSOS_temp = recTrackimpactMomentumofTSOS;
                        recTrackimpactPhiofTSOS_temp = recTrackimpactPhiofTSOS;
                        recTrackimpactEtaofTSOS_temp = recTrackimpactEtaofTSOS;
                        recTrackimpactValidofTSOS_temp = recTrackimpactValidofTSOS;
                        recTrackCharge_temp = recTrackCharge;
                        simTrackMomentumPt_temp = simTrackMomentumPt;
                        simTrackPhi_temp = simTrackPhi;
                        simTrackEta_temp = simTrackEta;
                        simTrackCharge_temp = simTrackCharge;
                    }
                }
                i--;
                //if(debug) cout << "Filling Multiplicity " << trackingParticleMatch_temp << endl;
                MaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackPurity_temp);
                Multiplicity2simPtHist->Fill(simTrackMomentumPt_temp, trackingParticleMatch_temp);
                ChargeCheck2simPtHist->Fill(simTrackMomentumPt_temp, simTrackCharge_temp*recTrackCharge_temp);
                simTrackMomentumPtmaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, simTrackMomentumPt_temp);
                simTrackPhimaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, simTrackPhi_temp);
                simTrackEtamaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, simTrackEta_temp);
                recTrackimpactMomentumofTSOSmaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackimpactMomentumofTSOS_temp);
                recTrackimpactPhiofTSOSmaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackimpactPhiofTSOS_temp);
                recTrackimpactEtaofTSOSmaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackimpactEtaofTSOS_temp);
                recTrackimpactValidofTSOSmaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackimpactValidofTSOS_temp);
                DeltaPtmaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, (recTrackimpactMomentumofTSOS_temp-simTrackMomentumPt_temp)/simTrackMomentumPt_temp);
                DeltaPhimaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackimpactPhiofTSOS_temp-simTrackPhi_temp);
                DeltaEtamaxPurity2simPtHist->Fill(simTrackMomentumPt_temp, recTrackimpactEtaofTSOS_temp-simTrackEta_temp);


                int tempParticleBinNumber = STA2simPtHist->FindBin(simTrackMomentumPt_temp);
                double tempParticleBinValue = Particle2simPtHist->GetBinContent(tempParticleBinNumber);
                tempParticleBinValue += 1.;
                Particle2simPtHist->SetBinContent(tempParticleBinNumber, tempParticleBinValue);
                double tempSTABinValue = STA2simPtHist->GetBinContent(tempParticleBinNumber);
                tempSTABinValue += 1.;                        
                STA2simPtHist->SetBinContent(tempParticleBinNumber, tempSTABinValue);
            }
        }

        
        for(int PtIndex = 1; PtIndex <= (int)(PtScale/2); PtIndex++) {
            double ParticleBinValue = Particle2simPtHist->GetBinContent(PtIndex);
            double STABinValue = STA2simPtHist->GetBinContent(PtIndex);
            if(ParticleBinValue == 0.)
                ParticleBinValue += 1.;
            double EfficiencyBinValue = STABinValue / ParticleBinValue * 100.;
            double EfficiencyBinError = sqrt(EfficiencyBinValue * (100. - EfficiencyBinValue) / ParticleBinValue);
            cout << ParticleBinValue << ", " << STABinValue << ", " << EfficiencyBinValue << endl;
            Efficiency2simPtHist->SetBinContent(PtIndex, EfficiencyBinValue);
            Efficiency2simPtHist->SetBinError(PtIndex, EfficiencyBinError);

            TH1D* ChargeCheckHist = ChargeCheck2simPtHist->ProjectionY("ChargeCheck", PtIndex, PtIndex, "o");
            double ReverseChargeBinValue = ChargeCheckHist->GetBinContent(2);
            double CoverseChargeBinValue = ChargeCheckHist->GetBinContent(4);
            double TotalChargeBinValue = ReverseChargeBinValue + CoverseChargeBinValue;
            if(TotalChargeBinValue == 0.);
                TotalChargeBinValue += 1.;
            double ReverseChargeRato = ReverseChargeBinValue / TotalChargeBinValue;
            InverseChargeRato2simPtHist->SetBinContent(PtIndex, ReverseChargeRato);

            TH1D* DeltaPtHist = DeltaPtmaxPurity2simPtHist->ProjectionY("DeltaPt", PtIndex, PtIndex, "o");
            double DeltaPtMean = DeltaPtHist->GetMean();
            double DeltaPtRMS = DeltaPtHist->GetRMS();
            DeltaPt2simPtHist->SetBinContent(PtIndex, DeltaPtMean);
            DeltaPt2simPtHist->SetBinError(PtIndex, DeltaPtRMS);

            TH1D* DeltaPhiHist = DeltaPhimaxPurity2simPtHist->ProjectionY("DeltaPhi", PtIndex, PtIndex, "o");
            double DeltaPhiMean = DeltaPhiHist->GetMean();
            double DeltaPhiRMS = DeltaPhiHist->GetRMS();
            DeltaPhi2simPtHist->SetBinContent(PtIndex, DeltaPhiMean);
            DeltaPhi2simPtHist->SetBinError(PtIndex, DeltaPhiRMS);

            TH1D* DeltaEtaHist = DeltaEtamaxPurity2simPtHist->ProjectionY("DeltaEta", PtIndex, PtIndex, "o");
            double DeltaEtaMean = DeltaEtaHist->GetMean();
            double DeltaEtaRMS = DeltaEtaHist->GetRMS();
            DeltaEta2simPtHist->SetBinContent(PtIndex, DeltaEtaMean);
            DeltaEta2simPtHist->SetBinError(PtIndex, DeltaEtaRMS);
        }
        myEfficiencyHist->AddLast(Efficiency2simPtHist);
        myParticleHist->AddLast(Particle2simPtHist);
        mySTAHist->AddLast(STA2simPtHist);
        myChargeCheckHist->AddLast(InverseChargeRato2simPtHist);
        myDeltaPtHist->AddLast(DeltaPt2simPtHist);
    }
    double minX = 0;
    double minY = 0;
    double maxX = 110;
    double maxY = 40;

    TCanvas* myCanvas = new TCanvas("Canvas", "Canvas", 800, 600);
    myCanvas->cd();
    TPad* myPad = new TPad("Pad", "Pad", 0, 0, 1, 1);
    myPad->Draw();
    myPad->cd();

    ((TH1D*)(myParticleHist->At(0)))->SetStats(0);
    ((TH1D*)(myParticleHist->At(0)))->GetXaxis()->SetTitle("simPt/Gev");
    ((TH1D*)(myParticleHist->At(0)))->GetXaxis()->CenterTitle(1);
    ((TH1D*)(myParticleHist->At(0)))->Draw();
    for(int Index = 0; Index < FileNumber; Index++) {
	((TH1D*)(mySTAHist->At(Index)))->SetStats(0);
        ((TH1D*)(mySTAHist->At(Index)))->SetLineColor(kRed+Index);
        ((TH1D*)(mySTAHist->At(Index)))->Draw("same");
    }
    TLegend *STALeg = new TLegend(0.6,0.1,0.9,0.3);
    STALeg->SetBorderSize(1);
    TString LegKey = "ParticleTrack";
    STALeg->AddEntry(myParticleHist->At(0), LegKey, "lpf");
    for(int Index = 0; Index < FileNumber; Index++) {
        LegKey = TypeName[Index];
        STALeg->AddEntry(mySTAHist->At(Index), LegKey, "lpf");
    }
    STALeg->Draw();
    string SaveName = OutputPlotNamepreFix + "_STA2simPt" + OutputPlotNameFix;
    myCanvas->SaveAs(SaveName.c_str());

    myPad->Clear();
    myPad->Update();
    double YScale = myPad->GetUymax() / 110.;
    ((TH1D*)(myEfficiencyHist->At(0)))->GetXaxis()->SetTitle("simPt/Gev");
    ((TH1D*)(myEfficiencyHist->At(0)))->GetXaxis()->CenterTitle(1);
    ((TH1D*)(myEfficiencyHist->At(0)))->SetStats(0);
    ((TH1D*)(myEfficiencyHist->At(0)))->Scale(YScale);
    ((TH1D*)(myEfficiencyHist->At(0)))->SetLineColor(kRed);
    ((TH1D*)(myEfficiencyHist->At(0)))->Draw("same,ah");
    for(int Index = 1; Index < FileNumber; Index++) {
	((TH1D*)(myEfficiencyHist->At(Index)))->SetStats(0);
        ((TH1D*)(myEfficiencyHist->At(Index)))->Scale(YScale);
        ((TH1D*)(myEfficiencyHist->At(Index)))->SetLineColor(kRed+Index);
        ((TH1D*)(myEfficiencyHist->At(Index)))->Draw("same,ah");
    }
    myPad->Update();
    if(debug) cout << "Y: " << myPad->GetUymax() << endl;
    double YAxisMinValue=((TH1D*)(myEfficiencyHist->At(0)))->GetYaxis()->GetXmin();
    double YAxisMaxValue=((TH1D*)(myEfficiencyHist->At(0)))->GetYaxis()->GetXmax();
    int YAxisNBins=((TH1D*)(myEfficiencyHist->At(0)))->GetYaxis()->GetNbins();
    TGaxis* YAxis = new TGaxis(myPad->GetUxmin(), myPad->GetUymin(), myPad->GetUxmin(), myPad->GetUymax(), 0, 110, 510, "-R");
    YAxis->SetLineColor(kGreen);
    YAxis->SetLabelColor(kGreen);
    YAxis->SetTitle("Efficiency of STA for simPts");
    YAxis->CenterTitle(1);
    YAxis->Draw();
    double XAxisMinValue=((TH1D*)(myEfficiencyHist->At(0)))->GetXaxis()->GetXmin();
    double XAxisMaxValue=((TH1D*)(myEfficiencyHist->At(0)))->GetXaxis()->GetXmax();
    int XAxisNBins=((TH1D*)(myEfficiencyHist->At(0)))->GetXaxis()->GetNbins();
    TGaxis* XAxis = new TGaxis(myPad->GetUxmin(), myPad->GetUymin(), myPad->GetUxmax(), myPad->GetUymin(), XAxisMinValue, XAxisMaxValue, 510, "+L");
    XAxis->SetTitle("simPt/Gev");
    XAxis->CenterTitle(1);
    XAxis->Draw();
    TLegend *EffLeg = new TLegend(0.1,0.9,0.4,1.0);
    EffLeg->SetBorderSize(1);
    for(int Index = 0; Index < FileNumber; Index++) {
        TString LegKey = TypeName[Index];
        EffLeg->AddEntry(myEfficiencyHist->At(Index), LegKey, "lpf");
    }
    EffLeg->Draw();
    string SaveName = OutputPlotNamepreFix + "_Eff2simPt" + OutputPlotNameFix;
    myCanvas->SaveAs(SaveName.c_str());

    ((TH1D*)(myDeltaPtHist->At(0)))->SetStats(0);
    ((TH1D*)(myDeltaPtHist->At(0)))->GetXaxis()->SetTitle("simPt/Gev");
    ((TH1D*)(myDeltaPtHist->At(0)))->GetXaxis()->CenterTitle(1);
    ((TH1D*)(myDeltaPtHist->At(0)))->GetYaxis()->SetTitle("deltPt/simPt");
    ((TH1D*)(myDeltaPtHist->At(0)))->GetYaxis()->CenterTitle(1);
    ((TH1D*)(myDeltaPtHist->At(0)))->SetLineColor(kRed);
    ((TH1D*)(myDeltaPtHist->At(0)))->Draw("");
    for(int Index = 1; Index < FileNumber; Index++) {
	    ((TH1D*)(myDeltaPtHist->At(Index)))->SetStats(0);
	    //((TH1D*)(myDeltaPtHist->At(Index)))->GetXaxis()->SetTitle("simPt/Gev");
	    //((TH1D*)(myDeltaPtHist->At(Index)))->GetXaxis()->CenterTitle(1);
	    //((TH1D*)(myDeltaPtHist->At(Index)))->GetYaxis()->SetTitle("deltPt/simPt");
	    //((TH1D*)(myDeltaPtHist->At(Index)))->GetYaxis()->CenterTitle(1);
        ((TH1D*)(myDeltaPtHist->At(Index)))->SetLineColor(kRed+Index);
        ((TH1D*)(myDeltaPtHist->At(Index)))->Draw("same");
        //SaveName = OutputPlotNamepreFix + TypeName[Index] + "DeltaPt" + OutputPlotNameFix;
        //myCanvas->SaveAs(SaveName.c_str());
    }
    TLegend *PtLeg = new TLegend(0.6,0.8,0.9,0.9);
    PtLeg->SetBorderSize(1);
    for(int Index = 0; Index < FileNumber; Index++) {
        TString LegKey = TypeName[Index];
        PtLeg->AddEntry(myDeltaPtHist->At(Index), LegKey, "lpf");
    }
    PtLeg->Draw();
    SaveName = OutputPlotNamepreFix + "_DeltaPt" + OutputPlotNameFix;
    myCanvas->SaveAs(SaveName.c_str());
}
Exemple #7
0
  void draw_sigvsback(std::string const & cname,
		      std::string const & dr,
		      std::string const & binning,
		      std::string const & we_sig,
		      std::string const & sig_label,
		      std::string const & we_back,		     
		      std::string const & back_label,		     
		      std::string const & op = "",
		      std::string const & title = "",
		      std::string const & xtitle = "",
		      std::string const & ytitle = "",
		      bool const significance = false,
		      bool const efficiency = false,
		      bool const forwards = false) {
    
    TString hname_sig = "h_sig";
    TString draw_str_sig = "";
    draw_str_sig += dr;
    draw_str_sig += ">>";
    draw_str_sig += hname_sig;
    draw_str_sig += binning;
    
    TString hname_back = "h_back";
    TString draw_str_back = "";
    draw_str_back += dr;
    draw_str_back += ">>";
    draw_str_back += hname_back;
    draw_str_back += binning;
    
    TCanvas * canvas = new TCanvas("temp");
    if(tree2)
      tree2->Draw(draw_str_sig.Data(),
		  we_sig.c_str(),
		  op.c_str());
    else
      tree->Draw(draw_str_sig.Data(),
		 we_sig.c_str(),
		 op.c_str());
    delete canvas;
    
    canvas = new TCanvas("temp");
    tree->Draw(draw_str_back.Data(),
	       we_back.c_str(),
	       op.c_str());
    delete canvas;
    
    TH1F * hist_sig = (TH1F*)gDirectory->Get(hname_sig.Data());
    TH1F * hist_back = (TH1F*)gDirectory->Get(hname_back.Data()); 
    if(hist_sig->GetEntries() == 0) 
      std::cout << "draw_sigvsback: No signal for selection: \"" << we_sig << "\"\n";
    if(hist_back->GetEntries() == 0) 
      std::cout << "draw_sigvsback: No background for selection: \"" << we_back << "\"\n";    
    
    hist_back->SetStats(0);
    hist_back->SetTitle(title.c_str());
    hist_back->GetXaxis()->SetTitle(xtitle.c_str());
    hist_back->GetXaxis()->CenterTitle(); 
    hist_back->GetYaxis()->SetTitle(ytitle.c_str());
    hist_back->GetYaxis()->CenterTitle();
    hist_sig->SetLineColor(kRed);
    hist_back->SetLineColor(kBlue);

    TLegend * legend = new TLegend(0.6, 0.9, 0.9, 0.6);
    /*
    legend->SetHeader(("Total: "+to_string_with_precision(hist_sig->Integral()+hist_back->Integral())+" events").c_str());
    ((TLegendEntry*)legend->GetListOfPrimitives()->First())->SetTextAlign(22);
    
    legend->AddEntry(hist_sig, (sig_label+": "+to_string_with_precision(hist_sig->Integral())+" events").c_str());
    legend->AddEntry(hist_back, (back_label+": "+to_string_with_precision(hist_back->Integral())+" events").c_str());
    */

    legend->AddEntry(hist_sig, (sig_label).c_str());
    legend->AddEntry(hist_back, (back_label).c_str());

    canvas = new TCanvas(cname.c_str());   
    TPad * pad_base = new TPad();
    pad_base->Draw();
    pad_base->SetFillColor(0);
    double ymin_base = hist_sig->GetYaxis()->GetXmin();
    double ymax_base = hist_sig->GetYaxis()->GetXmax();
    double dy_base = (ymax_base-ymin_base)/0.8;
    double xmin_base = hist_sig->GetXaxis()->GetXmin();
    double xmax_base = hist_sig->GetXaxis()->GetXmax();
    double dx_base = (xmax_base-xmin_base)/0.8;
    pad_base->Range(xmin_base-0.1*dx_base,ymin_base-0.1*dy_base,xmax_base+0.1*dx_base,ymax_base+0.1*dy_base);
    pad_base->cd();
    hist_back->Draw();
    hist_sig->Draw("same");
    if(!significance && !efficiency) legend->Draw();

    //////    
    hist_sig->Scale(run_pot / signal_pot);
    hist_back->Scale(run_pot / background_pot);
    //////

    TGraph * graph_sig = nullptr;
    TPad * pad_sig = nullptr;
    if(significance) {
      graph_sig = getgraphsig(hist_sig, hist_back, forwards);
      canvas->cd();
      pad_sig = new TPad();
      pad_sig->SetFillStyle(4000);
      double ymin = graph_sig->GetYaxis()->GetXmin();
      double ymax = graph_sig->GetYaxis()->GetXmax();
      double dy = (ymax-ymin)/0.8;
      double xmax = 0;
      double ytemp = 0;
      graph_sig->GetPoint(graph_sig->GetN()-1, xmax, ytemp);
      pad_sig->Range(xmin_base-0.1*dx_base,ymin-0.1*dy,xmax_base+0.1*dx_base,ymax+0.1*dy);
      pad_sig->Draw();
      pad_sig->cd();
      graph_sig->Draw("samep");
      TGaxis * axis = new TGaxis(xmax_base,ymin,xmax_base,ymax,ymin,ymax, 510, "+L");
      axis->SetLabelColor(graph_sig->GetMarkerColor());
      axis->SetLabelSize(0.03);
      axis->Draw();
      legend->AddEntry(graph_sig, "Significance");
      if(!efficiency) legend->Draw();
    }

    TGraph * graph_eff = nullptr;
    TPad * pad_eff = nullptr;
    if(efficiency) {
      graph_eff = getgrapheff(hist_sig, forwards);
      canvas->cd();
      pad_eff = new TPad();
      pad_eff->SetFillStyle(4000);
      double ymin = graph_eff->GetYaxis()->GetXmin();
      double ymax = graph_eff->GetYaxis()->GetXmax();
      double dy = (ymax-ymin)/0.8;
      double xmax = 0;
      double ytemp = 0;
      graph_eff->GetPoint(graph_eff->GetN()-1, xmax, ytemp);
      pad_eff->Range(xmin_base-0.1*dx_base,ymin-0.1*dy,xmax_base+0.1*dx_base,ymax+0.1*dy);
      pad_eff->Draw();
      pad_eff->cd();
      graph_eff->Draw("samep");
      double axis_offset = 0;
      if(significance) axis_offset = 1./14*xmax;
      TGaxis * axis = new TGaxis(xmax_base+axis_offset,ymin,xmax_base+axis_offset,ymax,ymin,ymax, 510, "+L");   
      axis->SetLabelColor(graph_eff->GetMarkerColor());
      axis->SetLabelSize(0.03);
      axis->Draw();
      legend->AddEntry(graph_eff, "Efficiency");
      legend->Draw();
    }

    hist_sig->Scale(signal_pot / run_pot);
    hist_sig->Scale(1. / hist_sig->Integral());
    hist_back->Scale(background_pot / run_pot);
    hist_back->Scale(1. / hist_back->Integral()); 

    double const ymin_hist = 0;
    double ymax_hist = hist_sig->GetMaximum();
    if(hist_back->GetMaximum() > ymax_hist) ymax_hist = hist_back->GetMaximum();
    hist_back->GetYaxis()->SetRangeUser(ymin_hist, 1.1*ymax_hist);

    canvas->Write();
    delete canvas;
    delete hist_sig;
    delete hist_back;
    delete legend;
    if(graph_sig) delete graph_sig;
    if(graph_eff) delete graph_eff;

  }
Exemple #8
0
int ntuAnalyzer(std::string fileName)
{
  setGlobalStyle();
  
  //###############################
  //## run274200 ##
  unsigned int HT250Calo  = 9; //index of DST_HT250_CaloScouting_v   old:1 ref:9
  float HT250Calo_rate = 1928;

  unsigned int HT410PF = 7; //index of DST_HT410_PFScouting_v   old:3 ref:7
  float HT410PF_rate = 294;

  unsigned int MJJ200Calo = 12; //index of DST_DiCaloWideJetMass200_CaloScouting_v
  
  unsigned int HTT200 = 0; //index if L1_HTT200
  unsigned int HTT240 = 1; //index if L1_HTT240
  unsigned int HTT270 = 2; //index if L1_HTT270
  unsigned int HTT280 = 3; //index if L1_HTT280
  unsigned int DoubleJetC100 = 7; //index if L1_DoubleJetC100
  unsigned int DoubleJetC112 = 8; //index if L1_DoubleJetC112
  unsigned int DoubleIsoTau28er = 11; //index if L1_DoubleJetC112

  float instLumi = 0.4; //E34
  float targetLumi = 1; //E34
  float lumiScaleFactor = targetLumi/instLumi;

  float PDRate = 59300; //unprescaled rate of HLTPhysics accordingly to: https://cmswbm2.web.cern.ch/cmswbm2/cmsdb/servlet/DatasetSummary?RUN=274200 and prescale of 9000
  

  unsigned int L1scenario = HTT240;
  //###############################

  TChain* tt = new TChain("MyAnalysis/HLTree");
  tt->Add(fileName.c_str());

  //set branches
  TBranch* b_lumi;
  
  TBranch* b_caloMjj;
  TBranch* b_PFMjj;

  TBranch* b_hltAccept;
  TBranch* b_l1Accept;
  TBranch* b_l1Names;

  TBranch* b_caloJet1Pt;
  TBranch* b_caloJet2Pt;
  TBranch* b_caloJet1Eta;
  TBranch* b_caloJet2Eta;
  TBranch* b_caloDeltaEta;

  TBranch* b_PFJet1Pt;
  TBranch* b_PFJet2Pt;
  TBranch* b_PFJet1Eta;
  TBranch* b_PFJet2Eta;
  TBranch* b_PFDeltaEta;

  int lumi = 0;
  float caloMjj = 0;
  float PFMjj = 0;

  float caloJet1Pt_ = 0;
  float caloJet2Pt_ = 0;
  float caloJet1Eta_ = -999;
  float caloJet2Eta_ = -999;
  float caloDeltaEta_ = -999;

  float PFJet1Pt_ = 0;
  float PFJet2Pt_ = 0;
  float PFJet1Eta_ = -999;
  float PFJet2Eta_ = -999;
  float PFDeltaEta_ = -999;

  
  std::vector<int>* hltAccept = 0;
  std::vector<int>* l1Accept = 0;
  std::vector<string>* l1Names = 0;

  tt->SetBranchAddress("lumi", &lumi, &b_lumi);

  tt->SetBranchAddress("caloMjj", &caloMjj, &b_caloMjj);
  tt->SetBranchAddress("PFMjj", &PFMjj, &b_PFMjj);

  tt->SetBranchAddress("caloJet1Pt", &caloJet1Pt_, &b_caloJet1Pt);
  tt->SetBranchAddress("caloJet2Pt", &caloJet2Pt_, &b_caloJet2Pt);
  tt->SetBranchAddress("caloJet1Eta", &caloJet1Eta_, &b_caloJet1Eta);
  tt->SetBranchAddress("caloJet2Eta", &caloJet2Eta_, &b_caloJet2Eta);
  tt->SetBranchAddress("caloDeltaEta", &caloDeltaEta_, &b_caloDeltaEta);

  tt->SetBranchAddress("PFJet1Pt", &PFJet1Pt_, &b_PFJet1Pt);
  tt->SetBranchAddress("PFJet2Pt", &PFJet2Pt_, &b_PFJet2Pt);
  tt->SetBranchAddress("PFJet1Eta", &PFJet1Eta_, &b_PFJet1Eta);
  tt->SetBranchAddress("PFJet2Eta", &PFJet2Eta_, &b_PFJet2Eta);
  tt->SetBranchAddress("PFDeltaEta", &PFDeltaEta_, &b_PFDeltaEta);

  tt->SetBranchAddress("hltAccept", &hltAccept, &b_hltAccept);
  tt->SetBranchAddress("l1Accept", &l1Accept, &b_l1Accept);
  tt->SetBranchAddress("l1Names", &l1Names, &b_l1Names);

  int nentries = tt->GetEntries();
  std::cout << "Number of entries: " << nentries << std::endl;

  //book graphs and plots
  float min = 0.;
  float max = 1000.;
  int nBins = 20;

  TF1* f1 = new TF1("f1","[0]*TMath::Erf((x-[1])/[2])-[0]*TMath::Erf((-x-[1])/[2])",min,max);
  f1->SetParameters(0.5,350,40);  
  f1->FixParameter(0,0.5);
  f1->SetLineWidth(2.);
  f1->SetLineColor(kRed);

  TF1* f2 = (TF1*)f1->Clone("f2");
  f2->SetParameters(0.5,150,10);
  f2->SetLineColor(kBlack);

  TH1F* caloMjjSpectrum = new TH1F("caloMjjSpectrum","caloMjjSpectrum",nBins,min,max);
  TH1F* PFMjjSpectrum = new TH1F("PFMjjSpectrum","PFMjjSpectrum",nBins,min,max);
  
  TEfficiency* mjj450_eff = new TEfficiency("mjj450_eff","mjj450_eff",nBins,min,max);
  mjj450_eff->SetMarkerColor(kRed);
  mjj450_eff->SetLineColor(kRed);
  mjj450_eff->SetLineWidth(2);
  mjj450_eff->SetTitle("turnOn;Mjj [GeV]");
  TEfficiency* mjj200_eff = new TEfficiency("mjj200_eff","mjj200_eff",nBins,min,max);
  mjj200_eff->SetLineWidth(2);
  mjj200_eff->SetTitle("turnOn;Mjj [GeV]");
  TEfficiency* pf410_eff = new TEfficiency("pf410_eff","pf410_eff",nBins,min,max);
  pf410_eff->SetMarkerColor(kOrange+1);
  pf410_eff->SetLineColor(kOrange+1);
  TEfficiency* calo250_eff = new TEfficiency("calo250_eff","calo250_eff",nBins,min,max);
  calo250_eff->SetMarkerColor(kBlue);
  calo250_eff->SetLineColor(kBlue);
  TEfficiency* HTT240_eff = new TEfficiency("HTT240_eff","HTT240_eff",nBins,min,max);
  HTT240_eff->SetMarkerColor(kGreen+2);
  HTT240_eff->SetLineColor(kGreen+2);

  TH1F* l1 = new TH1F("l1","l1",14,0.,14.);
  TH1F* l2 = new TH1F("l2","l2",14,0.,14.);
  
  //loop
  for (Long64_t jentry=0; jentry<nentries;++jentry)
    {
      tt->GetEntry(jentry);

      //remove low rate lumis.
      //see: https://cmswbm2.web.cern.ch/cmswbm2/cmsdb/servlet/ChartHLTTriggerRates?RUNID=274200&PATHID=2043408&LSLENGTH=23.31040958&TRIGGER_PATH=DST_HT250_CaloScouting_v2
      //if(lumi > 539 && lumi < 553) continue;

      //l1 and hlt rates
      for(unsigned int ii=0; ii<l1Names->size(); ++ii)
	if (l1Accept->at(ii)==1)
	  l1->Fill(ii);
      
      
      //analysis cuts needed to compare to the analysis
      //calo analysis
      if (caloJet1Pt_ > 60. &&
	  caloJet2Pt_ > 30. &&
	  fabs(caloJet1Eta_) < 2.5 &&
	  fabs(caloJet2Eta_) < 2.5 &&
	  caloDeltaEta_ < 1.3)
	{
	  caloMjjSpectrum->Fill(caloMjj);
	  mjj200_eff->Fill((caloMjj>200 && l1Accept->at(L1scenario)==1) || hltAccept->at(HT250Calo)==1, caloMjj);
	  calo250_eff->Fill((hltAccept->at(HT250Calo)==1 && l1Accept->at(L1scenario)==1), caloMjj);

	  //references
	  HTT240_eff->Fill(l1Accept->at(HTT240)==1, caloMjj);
	  //l1 and hlt rates
	  for(unsigned int ii=0; ii<l1Names->size(); ++ii)
	    if (l1Accept->at(ii)==1)
	      l2->Fill(ii);
	}

      //PF analysis
      if (PFJet1Pt_ > 60. &&
	  PFJet2Pt_ > 30. &&
	  fabs(PFJet1Eta_) < 2.5 &&
	  fabs(PFJet2Eta_) < 2.5 &&
	  PFDeltaEta_ < 1.3)
	{
	  PFMjjSpectrum->Fill(PFMjj);
	  mjj450_eff->Fill((caloMjj>450 && l1Accept->at(L1scenario)==1) || hltAccept->at(HT410PF)==1, PFMjj);
	  pf410_eff->Fill((hltAccept->at(HT410PF)==1 && l1Accept->at(L1scenario)==1), PFMjj);
	}
    }

  mjj450_eff->Fit(f1,"r");
  mjj200_eff->Fit(f2,"r");


  caloMjjSpectrum->Scale(1./caloMjjSpectrum->GetBinContent(caloMjjSpectrum->GetMaximumBin()));
  PFMjjSpectrum->Scale(1./PFMjjSpectrum->GetBinContent(PFMjjSpectrum->GetMaximumBin()));

			      
  
  TLegend* leg0 = new TLegend(0.62, 0.78, 0.83, 0.89);
  leg0->AddEntry(mjj200_eff,"MJJ200Calo || HT250Calo","L");
  leg0->AddEntry(calo250_eff,"HT250_Calo","P");
  leg0->AddEntry(HTT240_eff,"HTT240","P");

  TLegend* leg1 = new TLegend(0.62, 0.78, 0.83, 0.89);
  leg1->AddEntry(mjj450_eff,"MJJ450PF || HT410PF","L");
  leg1->AddEntry(pf410_eff,"HT410_PF","P");

  TCanvas* c1 = new TCanvas();
  mjj200_eff->Draw();
  calo250_eff->Draw("sames");
  HTT240_eff->Draw("sames");
  caloMjjSpectrum->Draw("L,sames");
  leg0->Draw("sames");

  TCanvas* c2 = new TCanvas();
  mjj450_eff->Draw();
  pf410_eff->Draw("sames");
  PFMjjSpectrum->Draw("L,sames");
  leg1->Draw("sames");

  TCanvas* c3 = new TCanvas();
  //l1->Scale(PDRate/nentries);

  for(unsigned int ii=0; ii<l1Names->size(); ++ii)
    l1->GetXaxis()->SetBinLabel(ii+1,l1Names->at(ii).c_str());
  //l1->GetYaxis()->SetTitle("L1 Rate @4E33 [Hz]");
  l1->SetMaximum(l1->GetMaximum()+200);
  l2->SetLineColor(kRed);
  
  l1->Draw();
  l2->Draw("same");
  c3->Update();

  // TGaxis *l1axis = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),gPad->GetUxmax(), gPad->GetUymax(),
  // 			      l1->GetMinimum()*lumiScaleFactor,
  // 			      l1->GetMaximum()*lumiScaleFactor,510,"+L");

  // c2->SetTicky(0);
  // l1axis->SetLineColor(kRed);
  // l1axis->SetLabelColor(kRed);
  // l1axis->SetTextColor(kRed);
  // l1axis->SetTitleOffset(1.3);
  // l1axis->SetLabelSize(0.03);
  // l1axis->SetTitle("L1 Rate @1E34 [Hz]");
  // l1axis->Draw();
  
  
  //return 0;

  //##############################################
  //##############################################

  //book graphs and plots
  TGraphErrors* totRateVsCut = new TGraphErrors();
  totRateVsCut->SetMinimum(0);
  TGraphErrors* pureRateVsCut450 = new TGraphErrors();
  TGraphErrors* pureRateVsCut280 = new TGraphErrors();

  //loops
  int bin = 0;
  for (int cut = 350; cut < 500; cut=cut+10)
    {
      int mjjPassed = 0;
      int HT250Calo_Passed = 0;
      int excl410_passed = 0;
      int excl250_passed = 0;
      for (Long64_t jentry=0; jentry<nentries;++jentry) 
	{
	  tt->GetEntry(jentry);

	  if (hltAccept->at(HT250Calo) == 1)
	    ++HT250Calo_Passed;

	  //if (caloMjj > cut && !hltAccept->at(HT410PF))
	  if (caloMjj > cut && l1Accept->at(L1scenario) == 1 && hltAccept->at(HT410PF)==0)
	    ++excl410_passed;
	  if (caloMjj > cut && l1Accept->at(L1scenario)==1 && hltAccept->at(HT250Calo)==0)
	    ++excl250_passed;
	  if (caloMjj > cut && l1Accept->at(L1scenario)==1)
	    ++mjjPassed;

	  // if (hltAccept->at(HT250Calo) == 0 && mjj > cut)
	  //   std::cout << "ref trigger doesn't completely cover cut at " << cut << std::endl;
	}
      // float mjjTotalRate = (float)mjjPassed/(float)HT250Calo_Passed*HT250Calo_rate;
      // float mjjPureRate = (float)exclPassed/(float)HT250Calo_Passed*HT250Calo_rate;

      float sigmaMjjPassed = sqrt((float)mjjPassed);
      float sigmaNentries = sqrt((float)nentries);
      float sigmaExcl410_passed = sqrt((float)excl410_passed);
      float sigmaExcl250_passed = sqrt((float)excl250_passed);

      float mjjTotalRate = (float)mjjPassed/(float)nentries*PDRate;
      float mjjTotalRateE = PDRate*sqrt(pow((sigmaMjjPassed/nentries),2)+pow((sigmaNentries*mjjPassed/nentries/nentries),2));

      float mjj450_PureRate = (float)excl410_passed/(float)nentries*PDRate;
      float mjj450_PureRateE = PDRate*sqrt(pow((sigmaExcl410_passed/nentries),2)+pow((sigmaNentries*excl410_passed/nentries/nentries),2));
      
      float mjj280_PureRate = (float)excl250_passed/(float)nentries*PDRate;
      float mjj280_PureRateE = PDRate*sqrt(pow((sigmaExcl250_passed/nentries),2)+pow((sigmaNentries*excl250_passed/nentries/nentries),2));

      totRateVsCut->SetPoint(bin,cut,mjjTotalRate);
      totRateVsCut->SetPointError(bin,0.,mjjTotalRateE);

      pureRateVsCut450->SetPoint(bin,cut,mjj450_PureRate);
      pureRateVsCut450->SetPointError(bin,0.,mjj450_PureRateE);

      pureRateVsCut280->SetPoint(bin,cut,mjj280_PureRate);
      pureRateVsCut280->SetPointError(bin,0.,mjj280_PureRateE);

      ++bin;
    }

  //plotting and styling
  TLegend* leg = new TLegend(0.62, 0.78, 0.83, 0.89);
  leg->AddEntry(totRateVsCut,"total rate","P");
  leg->AddEntry(pureRateVsCut450,"pure rate wrt HT410PF","P");
  leg->AddEntry(pureRateVsCut280,"pure rate wrt HT250Calo","P");

  totRateVsCut->SetTitle("Rate Ref");

  totRateVsCut->GetXaxis()->SetTitle("Mjj cut threshold [GeV]");
  totRateVsCut->GetYaxis()->SetTitle("Rate @4E33 [Hz]");
  pureRateVsCut450->SetMarkerColor(kRed);
  pureRateVsCut450->SetLineColor(kRed);
  pureRateVsCut280->SetMarkerColor(kOrange+1);
  pureRateVsCut280->SetLineColor(kOrange+1);

  TCanvas* c4 = new TCanvas();
  c4->cd();
  totRateVsCut->Draw("AP");
  pureRateVsCut450->Draw("P,sames");
  pureRateVsCut280->Draw("P,sames");
  leg->Draw("sames");
  c4->Update();

  TGaxis *axis = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),gPad->GetUxmax(), gPad->GetUymax(),
    			    (totRateVsCut->GetYaxis()->GetBinLowEdge(1))*lumiScaleFactor,
			    (totRateVsCut->GetYaxis()->GetBinLowEdge(totRateVsCut->GetYaxis()->GetNbins())+totRateVsCut->GetYaxis()->GetBinWidth(1))*lumiScaleFactor,510,"+L");

  c4->SetTicky(0);
  axis->SetLineColor(kRed);
  axis->SetLabelColor(kRed);
  axis->SetTextColor(kRed);
  axis->SetTitleOffset(1.3);
  axis->SetLabelSize(0.03);
  axis->SetTitle("Rate @1E34 [Hz]");
  axis->Draw();


  return 0;
}
///
/// Make a plot out of a 1D histogram holding a 1-CL curve.
/// The strategy is to always convert the 1-CL histogram (hCL) into
/// a TGraph. This way we can add known points (solutions, points
/// at end of scan range) and also have a filled area without line
/// smoothing. This is not possible with histograms due to a Root bug.
///
/// The function draws the TGraphs, and returns a pointer to the
/// TGraph object that can be used in the TLegend.
///
/// Markers are plotted if the method name of the scanner is "Plugin" or "BergerBoos" or "DatasetsPlugin".
/// One can plot a line instead of points even for the Plugin method by
/// using setPluginMarkers().
///
/// For the angle variables, a new axis is painted that is in Deg.
///
/// \param s The scanner to plot.
/// \param first
/// \param last
/// \param filled
///
TGraph* OneMinusClPlot::scan1dPlot(MethodAbsScan* s, bool first, bool last, bool filled, int CLsType)
{
	if ( arg->debug ){
		cout << "OneMinusClPlot::scan1dPlot() : plotting ";
		cout << s->getName() << " (" << s->getMethodName() << ")" << endl;
	}
	if ( m_mainCanvas==0 ){
		m_mainCanvas = newNoWarnTCanvas(name+getUniqueRootName(), title, 800, 600);
	}
	m_mainCanvas->cd();
	bool plotPoints = ( s->getMethodName()=="Plugin" || s->getMethodName()=="BergerBoos" || s->getMethodName()=="DatasetsPlugin" ) && plotPluginMarkers;
	TH1F *hCL = (TH1F*)s->getHCL()->Clone(getUniqueRootName());
	if (CLsType==1) hCL = (TH1F*)s->getHCLs()->Clone(getUniqueRootName());
  else if (CLsType==2) hCL = (TH1F*)s->getHCLsFreq()->Clone(getUniqueRootName());
	// fix inf and nan entries
	for ( int i=1; i<=s->getHCL()->GetNbinsX(); i++ ){
		if ( s->getHCL()->GetBinContent(i)!=s->getHCL()->GetBinContent(i)
				|| std::isinf(s->getHCL()->GetBinContent(i)) ) s->getHCL()->SetBinContent(i, 0.0);
	}

	// remove errors the hard way, else root ALWAYS plots them
	if ( !plotPoints ) hCL = histHardCopy(hCL, true, true);

	// disable any statistics box
	hCL->SetStats(0);

	// Convert the histogram into a TGraph so we can add the solution.
	// Also, the lf2 drawing option is broken in latest root versions.
	TGraph *g;
	if ( plotPoints ) g = new TGraphErrors(hCL->GetNbinsX());
	else              g = new TGraph(hCL->GetNbinsX());
	g->SetName(getUniqueRootName());
	for ( int i=0; i<hCL->GetNbinsX(); i++ ){
		g->SetPoint(i, hCL->GetBinCenter(i+1), hCL->GetBinContent(i+1));
		if ( plotPoints ) ((TGraphErrors*)g)->SetPointError(i, 0.0, hCL->GetBinError(i+1));
	}

	// add solution
	if ( ! s->getSolutions().empty() ){
		TGraphTools t;
		TGraph *gNew = t.addPointToGraphAtFirstMatchingX(g, s->getScanVar1Solution(0), 1.0);
		delete g;
		g = gNew;
	}

	// // set last point to the same p-value as first point by hand
	// // some angle plots sometimes don't manage to do it by themselves...
	// if ( arg->isQuickhack(XX) )
	// {
	//   Double_t pointx0, pointy0, err0;
	//   Double_t pointx1, pointy1, err1;
	//   g->GetPoint(0, pointx0, pointy0);
	//   g->GetPoint(g->GetN()-1, pointx1, pointy1);
	//   g->SetPoint(g->GetN()-1, pointx1, pointy0);
	//   if ( plotPoints ) err0 = ((TGraphErrors*)g)->GetErrorY(0);
	//   if ( plotPoints ) ((TGraphErrors*)g)->SetPointError(g->GetN()-1, 0.0, err0);
	// }

	// add end points of scan range
	if ( !plotPoints )
	{
		Double_t pointx0, pointy0;
		TGraph *gNew = new TGraph(g->GetN()+4);
		gNew->SetName(getUniqueRootName());
		for ( int i=0; i<g->GetN(); i++)
		{
			g->GetPoint(i, pointx0, pointy0);
			gNew->SetPoint(i+2, pointx0, pointy0);
		}

		// add origin
		gNew->SetPoint(0, hCL->GetXaxis()->GetXmin(), 0);

		// add a point at first y height but at x=origin.
		g->GetPoint(0, pointx0, pointy0);
		gNew->SetPoint(1, hCL->GetXaxis()->GetXmin(), pointy0);

		// add a point at last y height but at x=xmax.
		g->GetPoint(g->GetN()-1, pointx0, pointy0);
		gNew->SetPoint(gNew->GetN()-2, hCL->GetXaxis()->GetXmax(), pointy0);

		// add a point at xmax, 0
		gNew->SetPoint(gNew->GetN()-1, hCL->GetXaxis()->GetXmax(), 0);
		g = gNew;
	}

	int color = s->getLineColor();
	if(CLsType>0 && s->getMethodName().Contains("Plugin") && !arg->plotpluginonly) {
    if (CLsType==1) color = kBlue-7;
    else if (CLsType==2) color = kBlue+2;
  }
	else if(CLsType>0) {
    if (CLsType==1) color = s->getLineColor() - 5;
    if (CLsType==2) color = s->getLineColor() - 4;
  }
	g->SetLineColor(color);

	if ( filled ){
		g->SetLineWidth(2);
    double alpha = arg->isQuickhack(12) ? 0.4 : 1.;
    if ( arg->isQuickhack(24) ) alpha = 0.;
		g->SetFillColorAlpha(color,alpha);
		g->SetLineStyle(1);
    g->SetFillStyle( s->getFillStyle() );
	}
	else{
		g->SetLineWidth(2);
		g->SetLineStyle(s->getLineStyle());
    if ( last && arg->isQuickhack(25) ) g->SetLineWidth(3);
	}

	if ( plotPoints ){
		g->SetLineWidth(1);
		g->SetMarkerColor(color);
		g->SetMarkerStyle(8);
		g->SetMarkerSize(0.6);
		if(CLsType==1) {
			g->SetMarkerStyle(33);
			g->SetMarkerSize(1);
		}
		if(CLsType==2) {
			g->SetMarkerStyle(21);
		}
	}

	// build a histogram which holds the axes
	float min = arg->scanrangeMin == arg->scanrangeMax ? hCL->GetXaxis()->GetXmin() : arg->scanrangeMin;
	float max = arg->scanrangeMin == arg->scanrangeMax ? hCL->GetXaxis()->GetXmax() : arg->scanrangeMax;
	TH1F *haxes = new TH1F("haxes"+getUniqueRootName(), "", 100, min, max);
	haxes->SetStats(0);
	haxes->GetXaxis()->SetTitle(s->getScanVar1()->GetTitle());
	haxes->GetYaxis()->SetTitle("1-CL");
	haxes->GetXaxis()->SetLabelFont(font);
	haxes->GetYaxis()->SetLabelFont(font);
	haxes->GetXaxis()->SetTitleFont(font);
	haxes->GetYaxis()->SetTitleFont(font);
	haxes->GetXaxis()->SetTitleOffset(0.9);
	haxes->GetYaxis()->SetTitleOffset(0.85);
	haxes->GetXaxis()->SetLabelSize(labelsize);
	haxes->GetYaxis()->SetLabelSize(labelsize);
	haxes->GetXaxis()->SetTitleSize(titlesize);
	haxes->GetYaxis()->SetTitleSize(titlesize);
	int xndiv = arg->ndiv==-1 ? 407 : abs(arg->ndiv);
	bool optimizeNdiv = arg->ndiv<0 ? true : false;
	haxes->GetXaxis()->SetNdivisions(xndiv, optimizeNdiv);
	haxes->GetYaxis()->SetNdivisions(407, true);

  // plot y range
  float plotYMax;
  float plotYMin;
  if ( plotLegend && !arg->isQuickhack(22) ) {
    if ( arg->plotlog ) { plotYMin = 1.e-3; plotYMax = 10.; }
    else                { plotYMin = 0.0  ; plotYMax = 1.3; }
  }
  else {
    if ( arg->plotlog ) { plotYMin = 1.e-3; plotYMax = 1.0; }
    else                { plotYMin = 0.0  ; plotYMax = 1.0; }
  }
  // change if passed as option
	plotYMin = arg->plotymin > 0. ? arg->plotymin : plotYMin;
  plotYMax = arg->plotymax > 0. ? arg->plotymax : plotYMax;

  haxes->GetYaxis()->SetRangeUser( plotYMin, plotYMax );
	haxes->Draw("axissame");
	g->SetHistogram(haxes);

	TString drawOption = "";
	if ( plotPoints )   drawOption += " pe";
	else if ( filled )  drawOption += " F";
	else                drawOption += " L";
	if ( first )        drawOption += " A";
	g->Draw(drawOption);
  //if ( drawOption.Contains("F") ) ((TGraph*)g->Clone())->Draw("L");

	gPad->Update();
	float ymin = gPad->GetUymin();
	float ymax = gPad->GetUymax();
	float xmin = gPad->GetUxmin();
	float xmax = gPad->GetUxmax();

	// for the angles, draw a new axis in units of degrees
	if ( isAngle(s->getScanVar1()) ){
		haxes->GetXaxis()->SetTitle(s->getScanVar1()->GetTitle() + TString(" [#circ]"));
		haxes->GetXaxis()->SetNdivisions(0);  // disable old axis
		if ( last ){
			// new top axis
			TString chopt = "-U"; // - = downward ticks, U = unlabeled, http://root.cern.ch/root/html534/TGaxis.html
			if ( !optimizeNdiv ) chopt += "N"; // n = no bin optimization
			TGaxis *axist = new TGaxis(xmin, 1, xmax, 1, RadToDeg(xmin), RadToDeg(xmax), xndiv, chopt);
			axist->SetName("axist");
			axist->Draw();

			// new bottom axis
			float axisbMin = RadToDeg(xmin);
			float axisbMax = RadToDeg(xmax);
			if ( arg->isQuickhack(3) ){ ///< see documentation of --qh option in OptParser.cpp
				axisbMin += 180.;
				axisbMax += 180.;
			}
			chopt = ""; // - = downward ticks, U = unlabeled, http://root.cern.ch/root/html534/TGaxis.html
			if ( !optimizeNdiv ) chopt += "N"; // n = no bin optimization
			TGaxis *axisb = new TGaxis(xmin, ymin, xmax, ymin, axisbMin, axisbMax, xndiv, chopt);
			axisb->SetName("axisb");
			axisb->SetLabelFont(font);
			axisb->SetLabelSize(labelsize);
			axisb->Draw();
		}
	}
	else
	{
		if ( last ){
			// add top axis
			TString chopt = "-U"; // - = downward ticks, U = unlabeled, http://root.cern.ch/root/html534/TGaxis.html
			if ( !optimizeNdiv ) chopt += "N"; // n = no bin optimization
			TGaxis *axist = new TGaxis(xmin, 1.0, xmax, 1.0, xmin, xmax, xndiv, chopt);
			axist->SetName("axist");
			axist->SetLineWidth(1);
			axist->Draw();
		}
	}

	if ( last )
	{
		// add right axis
		TGaxis *axisr = 0;
		if ( arg->plotlog ){
			float f3min = 1e-3;
			float f3max = (plotLegend && !arg->isQuickhack(22)) ? 10. : 1.;
			TF1 *f3 = new TF1("f3","log10(x)",f3min,f3max);
			axisr = new TGaxis(xmax, f3min, xmax, f3max, "f3", 510, "G+");
		}
		else{
			axisr = new TGaxis(xmax, ymin, xmax, ymax, 0, (plotLegend && !arg->isQuickhack(22)) ? 1.3 : 1.0, 407, "+");
		}
		axisr->SetLabelSize(0);
		axisr->SetLineWidth(1);
		axisr->SetName("axisr");
		axisr->SetLabelColor(kWhite);
		axisr->SetTitleColor(kWhite);
		axisr->Draw();

		// redraw right axis as well because the 1-CL graph can cover the old one
		haxes->Draw("axissame");
	}

	return g;
}
void GE11sEfficiencyScan(int RunNumber, string RunName, string path)
{
   
   ifstream InGE11_IV_GIF, InGE11_IV, InGE11_V;

   //string path = "/home/ramkrishna/TEMP/LogFiles_TB/LogFiles306To407";	    

   string gif	= path+"/Efficiency_LC1_"+std::to_string(RunNumber)+".log";
   string IV	= path+"/Efficiency_LC2_"+std::to_string(RunNumber)+".log";
   string V	= path+"/Efficiency_LC3_"+std::to_string(RunNumber)+".log";

   cout<<"gif = "<<gif<<endl;
   InGE11_IV_GIF.open(gif);
   InGE11_IV.open(IV);
   InGE11_V.open(V);

   string rootFile = "Efficiency_Run"+std::to_string(RunNumber)+".root";
   const char *CharrootFile = rootFile.c_str();
   TFile *f = new TFile(CharrootFile,"RECREATE");
   //TTree *tree = new TTree("Run306", "Detector info for Run 306");
   TNtuple *GE11_IV_GIF = new TNtuple("GE11_IV_GIF","data from text file LC1","MeanPosOfSector:Efficiency:EfficiencyError:Nevents");
   TNtuple *GE11_IV = new TNtuple("GE11_IV","data from text file LC2","MeanPosOfSector:Efficiency:EfficiencyError:Nevents");
   TNtuple *GE11_V = new TNtuple("GE11_V","data from text file LC3","MeanPosOfSector:Efficiency:EfficiencyError:Nevents");

   Int_t nlines = 0;

   vector<double> GIF_MeanPosOfSector, GIF_Efficiency, GIF_EfficiencyError;
   vector<unsigned int> GIF_Nevents;
   unsigned int temp_Nevents;
   double temp_MeanPosOfSector, temp_Efficiency, temp_EfficiencyError;

   vector<double> IV_MeanPosOfSector, IV_Efficiency, IV_EfficiencyError;
   vector<unsigned int> IV_Nevents;

   vector<double> V_MeanPosOfSector, V_Efficiency, V_EfficiencyError;
   vector<unsigned int> V_Nevents;

   string NameOfDet, xRange;

   while (1) 
   {
     InGE11_IV_GIF >> NameOfDet >> xRange >> temp_MeanPosOfSector >> temp_Efficiency >> temp_EfficiencyError >> temp_Nevents;
	if (!InGE11_IV_GIF.good()) break;

     GIF_MeanPosOfSector.push_back(temp_MeanPosOfSector+(nlines*5));
     GIF_Efficiency.push_back(temp_Efficiency);
     GIF_EfficiencyError.push_back(temp_EfficiencyError);
     GIF_Nevents.push_back(temp_Nevents);
    	GE11_IV_GIF->Fill(temp_MeanPosOfSector+(nlines*5),temp_Efficiency,temp_EfficiencyError,temp_Nevents);
	nlines++;
	if (nlines > 20) 
	{
	    cout<<"Check the input text file for run number "<< RunNumber << endl;
	    exit(EXIT_SUCCESS);
	}
   }

   InGE11_IV_GIF.close();
   nlines=0;
   while (1) 
   {
     InGE11_IV >> NameOfDet >> xRange >> temp_MeanPosOfSector >> temp_Efficiency >> temp_EfficiencyError >> temp_Nevents;
	if (!InGE11_IV.good()) break;

     IV_MeanPosOfSector.push_back(temp_MeanPosOfSector+(nlines*5));
     IV_Efficiency.push_back(temp_Efficiency);
     IV_EfficiencyError.push_back(temp_EfficiencyError);
     IV_Nevents.push_back(temp_Nevents);
    	GE11_IV->Fill(temp_MeanPosOfSector+(nlines*5),temp_Efficiency,temp_EfficiencyError,temp_Nevents);
	nlines++;
   }

   InGE11_IV.close();
   nlines=0;
   while (1) 
   {
     InGE11_V >> NameOfDet >> xRange >> temp_MeanPosOfSector >> temp_Efficiency >> temp_EfficiencyError >> temp_Nevents;
	if (!InGE11_V.good()) break;

     V_MeanPosOfSector.push_back(temp_MeanPosOfSector+(nlines*5));
     V_Efficiency.push_back(temp_Efficiency);
     V_EfficiencyError.push_back(temp_EfficiencyError);
     V_Nevents.push_back(temp_Nevents);
    	GE11_V->Fill(temp_MeanPosOfSector+(nlines*5),temp_Efficiency,temp_EfficiencyError,temp_Nevents);
	nlines++;
   }

   InGE11_V.close();
   string CanvasName = "RunNumber"+std::to_string(RunNumber);
   const char * CharCanvasName = CanvasName.c_str();
   TCanvas* c1 = new TCanvas(CharCanvasName,"Efficiency Scan Plot",200,10,700,500);
   TPad *pad = new TPad("pad","",0,0,1,1);
   //pad->SetFillColor(42);
   pad->SetGrid();
   pad->Draw();
   pad->cd();

      // draw a frame to define the range
   TH1F *hr = pad->DrawFrame(0,-0.5,100,1.1);
   hr->SetXTitle("Detector Position (mm)");
   hr->SetYTitle("Efficiency");
   //pad->GetFrame()->SetFillColor(21);
   pad->GetFrame()->SetBorderSize(12);

      // create first graph
   TGraphErrors *gr_GIF = new TGraphErrors(V_Efficiency.size());
   TGraphErrors *gr_IV = new TGraphErrors(V_Efficiency.size());
   TGraphErrors *gr_V = new TGraphErrors(V_Efficiency.size());
   for(unsigned int i=0;i<V_Efficiency.size();i++)
   {
       gr_GIF->SetPoint(i, GIF_MeanPosOfSector[i], GIF_Efficiency[i]);
       gr_GIF->SetPointError(i,0, GIF_EfficiencyError[i]);
       
       gr_IV->SetPoint(i, IV_MeanPosOfSector[i], IV_Efficiency[i]);
       gr_IV->SetPointError(i,0, IV_EfficiencyError[i]);

       gr_V->SetPoint(i, V_MeanPosOfSector[i], V_Efficiency[i]);
       gr_V->SetPointError(i,0, V_EfficiencyError[i]);
   }
   gr_GIF->SetMarkerColor(kBlue);
   gr_GIF->SetLineColor(kBlue);
   gr_GIF->SetMarkerStyle(21);
   gr_GIF->GetXaxis()->SetTitle("dist (mm)");
   gr_GIF->GetYaxis()->SetTitle("Efficiency");
   gr_GIF->GetYaxis()->SetRangeUser(0,1.2);
   gr_GIF->SetTitle("Efficiency Scan");
   gr_GIF->Draw("ACP");
   gr_IV->SetMarkerColor(kGreen-6);
   gr_IV->SetLineColor(kGreen);
   gr_IV->SetMarkerStyle(21);
   gr_IV->Draw("sameCP");
   gr_V->SetMarkerColor(kBlack);
   gr_V->SetLineColor(kBlack);
   gr_V->SetMarkerStyle(21);
   gr_V->Draw("sameCP");

   //create a transparent pad drawn on top of the main pad
   c1->cd();
   TPad *overlay = new TPad("overlay","",0,0,1,1);
   overlay->SetFillStyle(4000);
   overlay->SetFillColor(0);
   overlay->SetFrameFillStyle(4000);
   overlay->Draw();
   overlay->cd();
   // create second graph
   //TGraphErrors* gr_GIF_Num = new TGraphErrors("data_noerror.dat","%lg %lg");
   TGraphErrors *gr_GIF_Num = new TGraphErrors(GIF_Nevents.size());
   TGraphErrors *gr_IV_Num = new TGraphErrors(IV_Nevents.size());
   TGraphErrors *gr_V_Num = new TGraphErrors(V_Nevents.size());

   for(unsigned int i=0;i<V_MeanPosOfSector.size();i++)
   {
       gr_GIF_Num->SetPoint(i,GIF_MeanPosOfSector[i],GIF_Nevents[i]);
       gr_IV_Num->SetPoint(i,IV_MeanPosOfSector[i],IV_Nevents[i]);
       gr_V_Num->SetPoint(i,V_MeanPosOfSector[i],V_Nevents[i]);

   }
   gr_GIF_Num->SetMarkerColor(kBlue);
   gr_GIF_Num->SetLineColor(kBlue);
   gr_GIF_Num->SetLineStyle(2);
   gr_GIF_Num->SetLineWidth(3);
   gr_GIF_Num->SetMarkerStyle(22);
   gr_GIF_Num->SetName("gr_GIF_Num");

   gr_IV_Num->SetMarkerColor(kGreen-6);
   gr_IV_Num->SetLineColor(kGreen);
   gr_IV_Num->SetMarkerStyle(22);
   gr_IV_Num->SetLineStyle(2);
   gr_IV_Num->SetLineWidth(3);
   gr_IV_Num->SetName("gr_IV_Num");

   gr_V_Num->SetMarkerColor(kBlack);
   gr_V_Num->SetLineColor(kBlack);
   gr_V_Num->SetMarkerStyle(22);
   gr_V_Num->SetLineStyle(2);
   gr_V_Num->SetLineWidth(3);
   gr_V_Num->SetName("gr_V_Num");

   Double_t xmin = pad->GetUxmin();
   Double_t ymin = 0;
   Double_t xmax = pad->GetUxmax();
   Double_t ymax = 1550;
   TH1F *hframe = overlay->DrawFrame(xmin,ymin,xmax,ymax);
   hframe->GetXaxis()->SetLabelOffset(99);
   hframe->GetYaxis()->SetLabelOffset(99);
   hframe->Draw("Y+");
   
   gr_GIF_Num->Draw("CPY+");
   gr_IV_Num->Draw("CPY+");
   gr_V_Num->Draw("CPY+");

   //Draw the Legend 
   TLegend *leg = new TLegend(0.10,0.732,0.40,0.90);
   leg->AddEntry(gr_GIF,"GE11_IV_GIF eff","LPE");
   leg->AddEntry(gr_IV,"GE11_IV eff","LPE");
   leg->AddEntry(gr_V,"GE11_V eff","LPE");
   leg->AddEntry(gr_GIF_Num,"No of events_GE11_IV_GIF","LPE");
   leg->AddEntry(gr_IV_Num,"No of events_GE11_IV","LPE");
   leg->AddEntry(gr_V_Num,"No of events_GE11_V","LPE");

   leg->Draw("same");

   const char *runnum = RunName.c_str();
   
   TLatex *t2a = new TLatex(0.00,0.94, runnum  );
   t2a->SetNDC();
   t2a->SetTextFont(42);
   t2a->SetTextSize(0.033);
   t2a->SetTextAlign(13);
   t2a->Draw("same");
   
   
   //Draw an axis on the right side
   TGaxis *axis = new TGaxis(xmax,ymin,xmax, ymax,ymin,ymax,510,"+L");
   axis->SetLineColor(kRed);
   axis->SetLabelColor(kRed);
   axis->SetTitle("Approx. No. of Events");

   axis->Draw();

   string OutputFileName = "GE11_Efficiency_Scan_"+std::to_string(RunNumber)+".pdf";
   const char *CharOutputFileName = OutputFileName.c_str();
   c1->SaveAs(CharOutputFileName);

   c1->Write();
   //tree->Write();
   //tree->Write("", TObject::kOverwrite);
   f->Write();

}
Exemple #11
0
int rate(std::string fileName)
{
  setGlobalStyle();
  
  //###############################
  //## run274200 ##
  unsigned int HT250Calo  = 9; //index of DST_HT250_CaloScouting_v   old:1 ref:9
  unsigned int HT410PF = 7; //index of DST_HT410_PFScouting_v   old:3 ref:7
  unsigned int MJJ200Calo = 12; //index of DST_DiCaloWideJetMass200_CaloScouting_v
  
  unsigned int HTT200 = 0; //index if L1_HTT200
  unsigned int HTT240 = 1; //index if L1_HTT240
  unsigned int HTT270 = 2; //index if L1_HTT270
  unsigned int HTT280 = 3; //index if L1_HTT280
  unsigned int DoubleJetC100 = 7; //index if L1_DoubleJetC100
  unsigned int DoubleJetC112 = 8; //index if L1_DoubleJetC112
  unsigned int DoubleIsoTau28er = 11; //index if L1_DoubleJetC112

  float instLumi = 0.71; //E34
  float targetLumi = 1; //E34
  float lumiScaleFactor = targetLumi/instLumi;

  float PDRate = 21986976; //unprescaled rate of ParkingZeroBias accordingly to:  nEv/(nLS*23.3)*hltPresc*l1Presc   [*nPDs?] = 2343149/(824*23,3)*12*15013

  unsigned int L1MjjThr = 150;
  //###############################

  TChain* tt = new TChain("MyAnalysis/HLTree");
  tt->Add(fileName.c_str());

  //set branches
  TBranch* b_lumi;
  
  TBranch* b_caloMjj;
  TBranch* b_PFMjj;
  TBranch* b_caloWMjj;
  TBranch* b_PFWMjj;
  TBranch* b_l1Mjj;

  TBranch* b_hltAccept;
  TBranch* b_l1Accept;
  TBranch* b_l1Names;

  TBranch* b_caloJet1Pt;
  TBranch* b_caloJet2Pt;
  TBranch* b_caloJet1Eta;
  TBranch* b_caloJet2Eta;
  TBranch* b_caloJet1Phi;
  TBranch* b_caloJet2Phi;
  TBranch* b_caloDeltaEta;
  TBranch* b_caloWJet1Pt;
  TBranch* b_caloWJet2Pt;
  TBranch* b_caloWJet1Eta;
  TBranch* b_caloWJet2Eta;
  TBranch* b_caloWJet1Phi;
  TBranch* b_caloWJet2Phi;
  TBranch* b_caloWDeltaEta;

  TBranch* b_PFJet1Pt;
  TBranch* b_PFJet2Pt;
  TBranch* b_PFJet1Eta;
  TBranch* b_PFJet2Eta;
  TBranch* b_PFJet1Phi;
  TBranch* b_PFJet2Phi;
  TBranch* b_PFDeltaEta;
  TBranch* b_PFWJet1Pt;
  TBranch* b_PFWJet2Pt;
  TBranch* b_PFWJet1Eta;
  TBranch* b_PFWJet2Eta;
  TBranch* b_PFWJet1Phi;
  TBranch* b_PFWJet2Phi;
  TBranch* b_PFWDeltaEta;

  TBranch* b_l1Jet1Pt;
  TBranch* b_l1Jet2Pt;
  TBranch* b_l1Jet1Eta;
  TBranch* b_l1Jet2Eta;
  TBranch* b_l1Jet1Phi;
  TBranch* b_l1Jet2Phi;
  TBranch* b_l1DeltaEta;

  TBranch* b_l1JetPt;
  TBranch* b_l1JetEta;
  TBranch* b_l1JetPhi;

  int lumi = 0;
  float caloMjj = 0;
  float PFMjj = 0;
  float caloWMjj = 0;
  float PFWMjj = 0;
  float l1Mjj = 0;

  float caloJet1Pt_ = 0;
  float caloJet2Pt_ = 0;
  float caloJet1Eta_ = -999;
  float caloJet2Eta_ = -999;
  float caloJet1Phi_ = -999;
  float caloJet2Phi_ = -999;
  float caloDeltaEta_ = -999;
  float caloWJet1Pt_ = 0;
  float caloWJet2Pt_ = 0;
  float caloWJet1Eta_ = -999;
  float caloWJet2Eta_ = -999;
  float caloWJet1Phi_ = -999;
  float caloWJet2Phi_ = -999;
  float caloWDeltaEta_ = -999;

  float PFJet1Pt_ = 0;
  float PFJet2Pt_ = 0;
  float PFJet1Eta_ = -999;
  float PFJet2Eta_ = -999;
  float PFJet1Phi_ = -999;
  float PFJet2Phi_ = -999;
  float PFDeltaEta_ = -999;
  float PFWJet1Pt_ = 0;
  float PFWJet2Pt_ = 0;
  float PFWJet1Eta_ = -999;
  float PFWJet2Eta_ = -999;
  float PFWJet1Phi_ = -999;
  float PFWJet2Phi_ = -999;
  float PFWDeltaEta_ = -999;

  float l1Jet1Pt_ = 0;
  float l1Jet2Pt_ = 0;
  float l1Jet1Eta_ = -999;
  float l1Jet2Eta_ = -999;
  float l1Jet1Phi_ = -999;
  float l1Jet2Phi_ = -999;
  float l1DeltaEta_ = -999;

  std::vector<float>* l1JetPt_ = 0;
  std::vector<float>* l1JetEta_ = 0;
  std::vector<float>* l1JetPhi_ = 0;
  
  std::vector<int>* hltAccept = 0;
  std::vector<int>* l1Accept = 0;
  std::vector<string>* l1Names = 0;

  tt->SetBranchAddress("lumi", &lumi, &b_lumi);

  tt->SetBranchAddress("caloMjj", &caloMjj, &b_caloMjj);
  tt->SetBranchAddress("PFMjj", &PFMjj, &b_PFMjj);
  tt->SetBranchAddress("caloWMjj", &caloWMjj, &b_caloWMjj);
  tt->SetBranchAddress("PFWMjj", &PFWMjj, &b_PFWMjj);
  tt->SetBranchAddress("l1Mjj", &l1Mjj, &b_l1Mjj);

  tt->SetBranchAddress("caloJet1Pt", &caloJet1Pt_, &b_caloJet1Pt);
  tt->SetBranchAddress("caloJet2Pt", &caloJet2Pt_, &b_caloJet2Pt);
  tt->SetBranchAddress("caloJet1Eta", &caloJet1Eta_, &b_caloJet1Eta);
  tt->SetBranchAddress("caloJet2Eta", &caloJet2Eta_, &b_caloJet2Eta);
  tt->SetBranchAddress("caloJet1Phi", &caloJet1Phi_, &b_caloJet1Phi);
  tt->SetBranchAddress("caloJet2Phi", &caloJet2Phi_, &b_caloJet2Phi);
  tt->SetBranchAddress("caloDeltaEta", &caloDeltaEta_, &b_caloDeltaEta);
  tt->SetBranchAddress("caloWJet1Pt", &caloWJet1Pt_, &b_caloWJet1Pt);
  tt->SetBranchAddress("caloWJet2Pt", &caloWJet2Pt_, &b_caloWJet2Pt);
  tt->SetBranchAddress("caloWJet1Eta", &caloWJet1Eta_, &b_caloWJet1Eta);
  tt->SetBranchAddress("caloWJet2Eta", &caloWJet2Eta_, &b_caloWJet2Eta);
  tt->SetBranchAddress("caloWJet1Phi", &caloWJet1Phi_, &b_caloWJet1Phi);
  tt->SetBranchAddress("caloWJet2Phi", &caloWJet2Phi_, &b_caloWJet2Phi);
  tt->SetBranchAddress("caloWDeltaEta", &caloWDeltaEta_, &b_caloWDeltaEta);

  tt->SetBranchAddress("PFJet1Pt", &PFJet1Pt_, &b_PFJet1Pt);
  tt->SetBranchAddress("PFJet2Pt", &PFJet2Pt_, &b_PFJet2Pt);
  tt->SetBranchAddress("PFJet1Eta", &PFJet1Eta_, &b_PFJet1Eta);
  tt->SetBranchAddress("PFJet2Eta", &PFJet2Eta_, &b_PFJet2Eta);
  tt->SetBranchAddress("PFJet1Phi", &PFJet1Phi_, &b_PFJet1Phi);
  tt->SetBranchAddress("PFJet2Phi", &PFJet2Phi_, &b_PFJet2Phi);
  tt->SetBranchAddress("PFDeltaEta", &PFDeltaEta_, &b_PFDeltaEta);
  tt->SetBranchAddress("PFWJet1Pt", &PFWJet1Pt_, &b_PFWJet1Pt);
  tt->SetBranchAddress("PFWJet2Pt", &PFWJet2Pt_, &b_PFWJet2Pt);
  tt->SetBranchAddress("PFWJet1Eta", &PFWJet1Eta_, &b_PFWJet1Eta);
  tt->SetBranchAddress("PFWJet2Eta", &PFWJet2Eta_, &b_PFWJet2Eta);
  tt->SetBranchAddress("PFWJet1Phi", &PFWJet1Phi_, &b_PFWJet1Phi);
  tt->SetBranchAddress("PFWJet2Phi", &PFWJet2Phi_, &b_PFWJet2Phi);
  tt->SetBranchAddress("PFWDeltaEta", &PFWDeltaEta_, &b_PFWDeltaEta);

  tt->SetBranchAddress("l1Jet1Pt", &l1Jet1Pt_, &b_l1Jet1Pt);
  tt->SetBranchAddress("l1Jet2Pt", &l1Jet2Pt_, &b_l1Jet2Pt);
  tt->SetBranchAddress("l1Jet1Eta", &l1Jet1Eta_, &b_l1Jet1Eta);
  tt->SetBranchAddress("l1Jet2Eta", &l1Jet2Eta_, &b_l1Jet2Eta);
  tt->SetBranchAddress("l1Jet1Phi", &l1Jet1Phi_, &b_l1Jet1Phi);
  tt->SetBranchAddress("l1Jet2Phi", &l1Jet2Phi_, &b_l1Jet2Phi);
  tt->SetBranchAddress("l1DeltaEta", &l1DeltaEta_, &b_l1DeltaEta);

  tt->SetBranchAddress("l1JetPt", &l1JetPt_, &b_l1JetPt);
  tt->SetBranchAddress("l1JetEta", &l1JetEta_, &b_l1JetEta);
  tt->SetBranchAddress("l1JetPhi", &l1JetPhi_, &b_l1JetPhi);

  tt->SetBranchAddress("hltAccept", &hltAccept, &b_hltAccept);
  tt->SetBranchAddress("l1Accept", &l1Accept, &b_l1Accept);
  tt->SetBranchAddress("l1Names", &l1Names, &b_l1Names);

  int nentries = tt->GetEntries();
  std::cout << "Number of entries: " << nentries << std::endl;
  
  //book graphs and plots
  float min = 0.;
  float max = 1000.;
  int nBins = 20;

  TF1* f1 = new TF1("f1","[0]*TMath::Erf((x-[1])/[2])-[0]*TMath::Erf((-x-[1])/[2])",min,max);
  f1->SetParameters(0.5,350,40);  
  f1->FixParameter(0,0.5);
  f1->SetLineWidth(2.);
  f1->SetLineColor(kRed);

  TF1* f2 = (TF1*)f1->Clone("f2");
  f2->SetParameters(0.5,150,10);
  f2->SetLineColor(kBlack);

  //##############################################
  //##############################################

  //book graphs and plots
  TGraphErrors* totL1RateVsCut = new TGraphErrors();
  totL1RateVsCut->SetMinimum(0);
  TGraphErrors* pureL1RateVsCut = new TGraphErrors();

  TGraphErrors* totHltRateVsCut = new TGraphErrors();
  totHltRateVsCut->SetMinimum(0);
  TGraphErrors* pureHltRateVsCut = new TGraphErrors();

  //loops
  int bin = 0;
  for (int cut = 200; cut < 350; cut=cut+10)
    {
      std::cout << "analyzing point at " << cut << " GeV" << std::endl;

      int mjjHltPassed = 0;
      int excl_mjjHltPassed = 0;

      int mjjL1Passed = 0;
      int excl_mjjL1Passed = 0;

      int HTT240Passed = 0;

      for (Long64_t jentry=0; jentry<nentries;++jentry) 
	{
	  tt->GetEntry(jentry);

	  //### Sanity checks ###
	  if (l1Accept->at(HTT240) == 1)
	    ++HTT240Passed;
	  
	  //### L1 ###
	  bool l1Pass = (l1Mjj>cut &&
			 l1Jet1Pt_ > 15. &&
			 l1Jet2Pt_ > 15. &&
			 fabs(l1Jet1Eta_) < 5.0 &&
			 fabs(l1Jet2Eta_) < 5.0 &&
			 l1DeltaEta_ < 2.0
			 );

	  bool L1RefPass = (l1Mjj>L1MjjThr &&
			    l1Jet1Pt_ > 15. &&
			    l1Jet2Pt_ > 15. &&
			    fabs(l1Jet1Eta_) < 5.0 &&
			    fabs(l1Jet2Eta_) < 5.0 &&
			    l1DeltaEta_ < 2.0
			    );


	  // if(l1Pass && l1Accept->at(HTT240) == 0 && caloWMjj < 100 && caloWMjj>0)
	  //   {
	  //     std::cout << std::endl;
	  //     std::cout << std::fixed << std::setprecision(2)
	  // 		<< "l1Mjj-caloWMjj = " << l1Mjj-caloWMjj << " l1Mjj = " << l1Mjj << " caloWMjj = " << caloWMjj << std::endl;
	  //     std::cout << "  caloWJet1Pt_    = " << caloWJet1Pt_     << " caloWJet1Eta_     = " << caloWJet1Eta_     << " caloWJet1Phi_     = " << caloWJet1Phi_ << std::endl;
	  //     std::cout << "  l1Jet1Pt        = " << l1Jet1Pt_        << " l1Jet1Eta         = " << l1Jet1Eta_        << " l1Jet1Phi         = " << l1Jet1Phi_ << std::endl;
	  //     std::cout << std::endl;
	  //     std::cout << "  caloWJet2Pt_     = " << caloWJet2Pt_     << " caloWJet2Eta_     = " << caloWJet2Eta_     << " caloWJet2Phi_     = " << caloWJet2Phi_ << std::endl;
	  //     std::cout << "  l1Jet2Pt         = " << l1Jet2Pt_        << " l1Jet2Eta         = " << l1Jet2Eta_        << " l1Jet2Phi         = " << l1Jet2Phi_ << std::endl;
	  //     std::cout << "==========================================================" << std::endl;
	  //   }
	  

		      
	  if (l1Pass)
	    ++mjjL1Passed;
	  if (l1Pass && l1Accept->at(HTT240) == 0)
	    ++excl_mjjL1Passed;


	  //### HLT ###
	  //Hypothesis of HLT rates with L1Mjj seed at L1MjjThr
	  if (caloWMjj > cut && L1RefPass)
	    ++mjjHltPassed;
	  if (caloWMjj > cut && L1RefPass && hltAccept->at(HT250Calo) == 0)
	    ++excl_mjjHltPassed;


	}
      float HTT240rate = (float)HTT240Passed/(float)nentries*PDRate;
      //std::cout << "HTT240rate = " << HTT240rate << std::endl;
      
      float sigmaNentries = sqrt((float)nentries);

      float sigmaMjjHltPassed = sqrt((float)mjjHltPassed);
      float excl_sigmaMjjHltPassed = sqrt((float)excl_mjjHltPassed);

      float sigmaMjjL1Passed = sqrt((float)mjjL1Passed);
      float excl_sigmaMjjL1Passed = sqrt((float)excl_mjjL1Passed);

      float mjjHltRate = (float)mjjHltPassed/(float)nentries*PDRate;
      float mjjHltRateE = PDRate*sqrt(pow((sigmaMjjHltPassed/nentries),2)+pow((sigmaNentries*mjjHltPassed/nentries/nentries),2));
      float excl_mjjHltRate = (float)excl_mjjHltPassed/(float)nentries*PDRate;
      float excl_mjjHltRateE = PDRate*sqrt(pow((excl_sigmaMjjHltPassed/nentries),2)+pow((sigmaNentries*excl_mjjHltPassed/nentries/nentries),2));

      float mjjL1Rate = (float)mjjL1Passed/(float)nentries*PDRate;
      float mjjL1RateE = PDRate*sqrt(pow((sigmaMjjL1Passed/nentries),2)+pow((sigmaNentries*mjjL1Passed/nentries/nentries),2));
      float excl_mjjL1Rate = (float)excl_mjjL1Passed/(float)nentries*PDRate;
      float excl_mjjL1RateE = PDRate*sqrt(pow((excl_sigmaMjjL1Passed/nentries),2)+pow((sigmaNentries*excl_mjjL1Passed/nentries/nentries),2));

      totHltRateVsCut->SetPoint(bin,cut,mjjHltRate);
      totHltRateVsCut->SetPointError(bin,0.,mjjHltRateE);
      pureHltRateVsCut->SetPoint(bin,cut,excl_mjjHltRate);
      pureHltRateVsCut->SetPointError(bin,0.,excl_mjjHltRateE);

      totL1RateVsCut->SetPoint(bin,cut,mjjL1Rate);
      totL1RateVsCut->SetPointError(bin,0.,mjjL1RateE);
      pureL1RateVsCut->SetPoint(bin,cut,excl_mjjL1Rate);
      pureL1RateVsCut->SetPointError(bin,0.,excl_mjjL1RateE);

      ++bin;
    }

  //plotting and styling
  TLegend* legHlt = new TLegend(0.62, 0.78, 0.83, 0.89);
  legHlt->AddEntry(totHltRateVsCut,"hlt total rate","P");
  legHlt->AddEntry(pureHltRateVsCut,"hlt pure rate wrt HT250","P");

  TLegend* legL1 = new TLegend(0.62, 0.78, 0.83, 0.89);
  legL1->AddEntry(totL1RateVsCut,"l1 total rate","P");
  legL1->AddEntry(pureL1RateVsCut,"l1 pure rate wrt HTT240","P");

  totHltRateVsCut->GetXaxis()->SetTitle("Mjj cut threshold [GeV]");
  totHltRateVsCut->GetYaxis()->SetTitle("Rate @7E33 [Hz]");
  totHltRateVsCut->SetMarkerColor(kRed);
  pureHltRateVsCut->SetMarkerColor(kOrange+1);

  totL1RateVsCut->GetXaxis()->SetTitle("Mjj cut threshold [GeV]");
  totL1RateVsCut->GetYaxis()->SetTitle("Rate @7E33 [Hz]");
  totL1RateVsCut->SetMarkerColor(kBlue);
  totL1RateVsCut->SetMarkerColor(kAzure);

  TCanvas* c4 = new TCanvas();
  c4->cd();
  totHltRateVsCut->Draw("AP");
  pureHltRateVsCut->Draw("P,sames");
  legHlt->Draw("sames");
  c4->Update();
  TGaxis *axisHlt = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),gPad->GetUxmax(), gPad->GetUymax(),
    			    (totHltRateVsCut->GetYaxis()->GetBinLowEdge(1))*lumiScaleFactor,
			    (totHltRateVsCut->GetYaxis()->GetBinLowEdge(totHltRateVsCut->GetYaxis()->GetNbins())+totHltRateVsCut->GetYaxis()->GetBinWidth(1))*lumiScaleFactor,510,"+L");

  c4->SetTicky(0);
  axisHlt->SetLineColor(kRed);
  axisHlt->SetLabelColor(kRed);
  axisHlt->SetTextColor(kRed);
  axisHlt->SetTitleOffset(1.3);
  axisHlt->SetLabelSize(0.03);
  axisHlt->SetTitle("Rate @1E34 [Hz]");
  axisHlt->Draw();
  c4->Print("rates/hltRate.pdf","pdf");


  TCanvas* c5 = new TCanvas();
  c5->cd();
  totL1RateVsCut->Draw("AP");
  pureL1RateVsCut->Draw("P,sames");
  legL1->Draw("sames");
  c5->Update();
  TGaxis *axisL1 = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),gPad->GetUxmax(), gPad->GetUymax(),
			      (totL1RateVsCut->GetYaxis()->GetBinLowEdge(1))*lumiScaleFactor,
			      (totL1RateVsCut->GetYaxis()->GetBinLowEdge(totL1RateVsCut->GetYaxis()->GetNbins())+totL1RateVsCut->GetYaxis()->GetBinWidth(1))*lumiScaleFactor,510,"+L");

  c5->SetTicky(0);
  axisL1->SetLineColor(kRed);
  axisL1->SetLabelColor(kRed);
  axisL1->SetTextColor(kRed);
  axisL1->SetTitleOffset(1.3);
  axisL1->SetLabelSize(0.03);
  axisL1->SetTitle("Rate @1E34 [Hz]");
  axisL1->Draw();
  c5->Print("rates/l1Rate.pdf","pdf");

  return 0;
}
Exemple #12
0
void PlotPotential2D( const TString &sim, Int_t time, Int_t zoom=2, Int_t Nbins=2, const TString &options="") {

#ifdef __CINT__
    gSystem->Load("libplasma.so");
#endif

    PlasmaGlob::Initialize();

    // Palettes!
    gROOT->Macro("PlasmaPalettes.C");

    // Init Units table
    PUnits::UnitsTable::Get();

    // Load PData
    PData *pData = PData::Get(sim.Data());
    pData->LoadFileNames(time);
    if(!pData->IsInit()) return;

    TString opt = options;

    // More makeup
    gStyle->SetPadGridY(0);
    if(opt.Contains("gridx")) {
        gStyle->SetPadGridX(1);
    }
    if(opt.Contains("gridy")) {
        gStyle->SetPadGridY(1);
    }


    // Some plasma constants
    Double_t n0 = pData->GetPlasmaDensity();
    Double_t omegap = pData->GetPlasmaFrequency();
    Double_t timedepth = 1.;
    if(omegap!=0.0) timedepth = 1/omegap;
    Double_t kp = pData->GetPlasmaK();
    Double_t skindepth = 1.;
    if(kp!=0.0) skindepth = 1/kp;
    Double_t E0 = pData->GetPlasmaE0();

    // Some beam properties:
    Double_t Ebeam = pData->GetBeamEnergy();
    Double_t gamma = pData->GetBeamGamma();
    Double_t vbeam = pData->GetBeamVelocity();

    cout << Form(" - Bunch gamma      = %8.4f", gamma ) << endl;
    cout << Form(" - Bunch velocity   = %8.4f c", vbeam ) << endl;

    // Other parameters
    Float_t trapPotential = 1.0 - (1.0/gamma);
    cout << Form(" - Trap. potential  = %8.4f mc2/e",trapPotential) << endl;
    cout << endl;

    // Time in OU
    Float_t Time = pData->GetRealTime();
    // z start of the plasma in normalized units.
    Float_t zStartPlasma = pData->GetPlasmaStart()*kp;
    // z start of the beam in normalized units.
    Float_t zStartBeam = pData->GetBeamStart()*kp;
    // z start of the neutral in normalized units.
    Float_t zStartNeutral = pData->GetNeutralStart()*kp;
    // z end of the neutral in normalized units.
    Float_t zEndNeutral = pData->GetNeutralEnd()*kp;

    if(opt.Contains("center")) {
        Time -= zStartPlasma;
        if(opt.Contains("comov"))      // Centers on the head of the beam.
            Time += zStartBeam;
    }
    Float_t shiftz = pData->Shift(opt);
    //  cout << "Shift = " << shiftz << endl;


    // Calculate the "axis range" in number of bins. If Nbins==0 a RMS width is taken.
    Double_t rms0 = pData->GetBeamRmsY() * kp;
    if(pData->IsCyl())  rms0  = pData->GetBeamRmsR() * kp;

    Int_t FirstyBin = 0;
    Int_t LastyBin = 0;
    if(Nbins==0) {
        if(rms0>0.0)
            Nbins =  TMath::Nint(rms0 / pData->GetDX(1));
        else
            Nbins = 1;
    }

    // Slice width limits.
    if(!pData->IsCyl()) {
        FirstyBin = pData->GetNX(1)/2 + 1 - Nbins;
        LastyBin =  pData->GetNX(1)/2 + Nbins;
    } else {
        FirstyBin = 1;
        LastyBin  = Nbins;
    }
    // ----------------------------------------------------------------------------------


    // Get charge density histos
    Int_t Nspecies = pData->NSpecies();
    TH2F **hDen2D = new TH2F*[Nspecies];
    // Get charge density on-axis
    TH1F **hDen1D = new TH1F*[Nspecies];
    // And electric current (integrated)
    TH1F **hCur1D = new TH1F*[Nspecies];
    for(Int_t i=0; i<Nspecies; i++) {

        hDen2D[i] = NULL;

        if(!pData->GetChargeFileName(i))
            continue;

        cout << Form(" Getting charge density of specie: ") << i << endl;


        char hName[24];
        sprintf(hName,"hDen2D_%i",i);
        hDen2D[i] = (TH2F*) gROOT->FindObject(hName);
        if(hDen2D[i]) delete hDen2D[i];

        if(!pData->Is3D())
            hDen2D[i] = pData->GetCharge(i,opt);
        else
            hDen2D[i] = pData->GetCharge2DSliceZY(i,-1,Nbins,opt+"avg");

        hDen2D[i]->SetName(hName);
        hDen2D[i]->GetXaxis()->CenterTitle();
        hDen2D[i]->GetYaxis()->CenterTitle();
        hDen2D[i]->GetZaxis()->CenterTitle();

        if(opt.Contains("comov"))
            hDen2D[i]->GetXaxis()->SetTitle("k_{p} #zeta");
        else
            hDen2D[i]->GetXaxis()->SetTitle("k_{p} z");

        if(pData->IsCyl())
            hDen2D[i]->GetYaxis()->SetTitle("k_{p} r");
        else
            hDen2D[i]->GetYaxis()->SetTitle("k_{p} y");

        hDen2D[i]->GetZaxis()->SetTitle("n [n_{0}]");


        hDen1D[i] = NULL;
        hCur1D[i] = NULL;

        if(!pData->GetEfieldFileName(i))
            continue;

        sprintf(hName,"hDen1D_%i",i);
        hDen1D[i] = (TH1F*) gROOT->FindObject(hName);
        if(hDen1D[i]) delete hDen1D[i];

        // 1D histograms
        if(pData->Is3D()) {
            hDen1D[i] = pData->GetH1SliceZ3D(pData->GetChargeFileName(i)->c_str(),"charge",-1,Nbins,-1,Nbins,opt+"avg");
        } else if(pData->IsCyl()) { // Cylindrical: The first bin with r>0 is actually the number 1 (not the 0).
            hDen1D[i] = pData->GetH1SliceZ(pData->GetChargeFileName(i)->c_str(),"charge",1,Nbins,opt+"avg");
        } else { // 2D cartesian
            hDen1D[i] = pData->GetH1SliceZ(pData->GetChargeFileName(i)->c_str(),"charge",-1,Nbins,opt+"avg");
        }
        hDen1D[i]->SetName(hName);

        // if(hDen1D[i]) delete hDen1D[i];
        // hDen1D[i] = (TH1F*) hE2D[i]->ProjectionX(hName,FirstyBin,LastyBin);
        // hDen1D[i]->Scale(1.0/(LastyBin-FirstyBin+1));

        if(opt.Contains("comov"))
            hDen1D[i]->GetXaxis()->SetTitle("#zeta [c/#omega_{p}]");
        else
            hDen1D[i]->GetXaxis()->SetTitle("z [c/#omega_{p}]");

        if(i==0)
            hDen1D[i]->GetYaxis()->SetTitle("n/n_{0}");
        else if(i==1)
            hDen1D[i]->GetYaxis()->SetTitle("n_{b}/n_{0}");
        else
            hDen1D[i]->GetYaxis()->SetTitle("n_{i}/n_{0}");

        // Get the current:
        if(i==0) continue;

        sprintf(hName,"hCur1D_%i",i);
        hCur1D[i] = (TH1F*) gROOT->FindObject(hName);
        if(hCur1D[i]) delete hCur1D[i];

        if(opt.Contains("curr")) {
            // To get the current is needed to read in a wider transverse range which includes all the charge.
            Int_t NbinsT = 100;
            if(pData->Is3D()) {
                hCur1D[i] = pData->GetH1SliceZ3D(pData->GetChargeFileName(i)->c_str(),"charge",-1,NbinsT,-1,NbinsT,opt+"int");
            } else if(pData->IsCyl()) { // Cylindrical: The first bin with r>0 is actually the number 1 (not the 0).
                hCur1D[i] = pData->GetH1SliceZ(pData->GetChargeFileName(i)->c_str(),"charge",1,NbinsT,opt+"int");
            } else { // 2D cartesian
                hCur1D[i] = pData->GetH1SliceZ(pData->GetChargeFileName(i)->c_str(),"charge",-1,NbinsT,opt+"int");
            }
            hCur1D[i]->SetName(hName);

            if(opt.Contains("comov")) {
                hCur1D[i]->GetXaxis()->SetTitle("#zeta [c/#omega_{p}]");
                hCur1D[i]->GetYaxis()->SetTitle("dn/d#zeta [(n_{0}/k_{p}^{3}) (#omega_{p}/c)]");
            } else {
                hCur1D[i]->GetXaxis()->SetTitle("z [c/#omega_{p}]");
                hCur1D[i]->GetYaxis()->SetTitle("dn/dz [(n_{0}/k_{p}^{3}) (#omega_{p}/c)]");
            }

            Int_t NB = hCur1D[i]->GetNbinsX();
            Float_t dx = (hCur1D[i]->GetBinLowEdge(1)-hCur1D[i]->GetBinLowEdge(NB+1))/NB;

            // hCur1D[i]->Scale(dx);
            Float_t Charge = hCur1D[i]->Integral() * dx;

            cout << Form(" Integrated charge of specie %3i = %8.4f n0 * kp^-3",i,Charge) << endl;
        }
    }


    // Get electric fields 2D
    const Int_t Nfields = 3;
    TH2F **hE2D = new TH2F*[Nfields];
    TH1F **hE1D = new TH1F*[Nfields];
    TH2F *hV2D = NULL;
    TH1F *hV1D = NULL;
    for(Int_t i=0; i<Nfields; i++) {
        hE2D[i] = NULL;
        hE1D[i] = NULL;

        if(!pData->GetEfieldFileName(i))
            continue;

        cout << Form(" Getting electric field number ") << i+1 << endl;

        char hName[24];
        sprintf(hName,"hE2D_%i",i);
        hE2D[i] = (TH2F*) gROOT->FindObject(hName);
        if(hE2D[i]) delete hE2D[i];

        if(!pData->Is3D())
            hE2D[i] = pData->GetEField(i,opt);
        else
            hE2D[i] = pData->GetEField2DSliceZY(i,-1,Nbins,opt+"avg");

        hE2D[i]->SetName(hName);
        hE2D[i]->GetXaxis()->CenterTitle();
        hE2D[i]->GetYaxis()->CenterTitle();
        hE2D[i]->GetZaxis()->CenterTitle();
        if(opt.Contains("comov"))
            hE2D[i]->GetXaxis()->SetTitle("k_{p} #zeta");
        else
            hE2D[i]->GetXaxis()->SetTitle("k_{p} z");

        if(pData->IsCyl())
            hE2D[i]->GetYaxis()->SetTitle("k_{p} r");
        else
            hE2D[i]->GetYaxis()->SetTitle("k_{p} y");

        if(i==0)
            hE2D[i]->GetZaxis()->SetTitle("E_{z}/E_{0}");
        else if(i==1)
            hE2D[i]->GetZaxis()->SetTitle("E_{y}/E_{0}");
        else if(i==2)
            hE2D[i]->GetZaxis()->SetTitle("E_{x}/E_{0}");

        sprintf(hName,"hE1D_%i",i);
        hE1D[i] = (TH1F*) gROOT->FindObject(hName);
        if(hE1D[i]) delete hE1D[i];

        // 1D histograms
        char nam[3];
        sprintf(nam,"e%i",i+1);
        if(pData->Is3D()) {

            if(i==0)
                hE1D[i] = pData->GetH1SliceZ3D(pData->GetEfieldFileName(i)->c_str(),nam,-1,Nbins,-1,Nbins,opt+"avg");
            else
                hE1D[i] = pData->GetH1SliceZ3D(pData->GetEfieldFileName(i)->c_str(),nam,-Nbins,Nbins,-Nbins,Nbins,opt+"avg");

        } else if(pData->IsCyl()) { // Cylindrical: The first bin with r>0 is actually the number 1 (not the 0).

            hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,1,Nbins,opt+"avg");

        } else { // 2D cartesian

            if(i==0)
                hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,-1,Nbins,opt+"avg");
            else
                hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,-Nbins,Nbins,opt+"avg");
        }

        hE1D[i]->SetName(hName);
        if(opt.Contains("comov"))
            hE1D[i]->GetXaxis()->SetTitle("#zeta [c/#omega_{p}]");
        else
            hE1D[i]->GetXaxis()->SetTitle("z [c/#omega_{p}]");

        if(i==0)
            hE1D[i]->GetYaxis()->SetTitle("E_{z} [E_{0}]");
        else if(i==1)
            hE1D[i]->GetYaxis()->SetTitle("E_{y} [E_{0}]");
        else if(i==2)
            hE1D[i]->GetYaxis()->SetTitle("E_{x} [E_{0}]");

        // Alternative
        // if(hE1D[i]) delete hE1D[i];
        // hE1D[i] = (TH1F*) hE2D[i]->ProjectionX(hName,FirstyBin,LastyBin);
        // hE1D[i]->Scale(1.0/(LastyBin-FirstyBin+1));

        if(i==0) {
            Int_t   NbinsX = hE2D[i]->GetNbinsX();
            Int_t   NbinsY = hE2D[i]->GetNbinsY();

            Float_t dx = pData->GetDX(0);

            sprintf(hName,"hV2D");
            hV2D = (TH2F*) hE2D[i]->Clone(hName);
            hV2D->Reset();

            sprintf(hName,"hV1D");
            hV1D = (TH1F*) hE1D[i]->Clone(hName);
            hV1D->Reset();

            for(Int_t j=NbinsY; j>0; j--) {
                Double_t integral = 0.0;
                for(Int_t k=NbinsX; k>0; k--) {
                    integral += hE2D[i]->GetBinContent(k,j) * dx;
                    hV2D->SetBinContent(k,j,integral);
                }
            }

            Double_t integral = 0.0;
            for(Int_t k=NbinsX; k>0; k--) {
                integral += hE1D[i]->GetBinContent(k) * dx;
                hV1D->SetBinContent(k,integral);
            }

        }

    }

    // Now, combine the electric field components into the total |E|
    // and calculate ionization probability for He:
    // Outter Helium electron
    Double_t Eion0 = 24.59 * PUnits::eV;
    Double_t Z     = 1;

    TH2F *hETotal2D = (TH2F*) hE2D[0]->Clone("hETotal2D");
    hETotal2D->Reset();
    TH2F *hIonProb2D = (TH2F*) hE2D[0]->Clone("hIonProb2D");
    hIonProb2D->Reset();
    TH1F *hETotal1D = (TH1F*) hE1D[0]->Clone("hETotal1D");
    hETotal1D->Reset();
    TH1F *hIonProb1D = (TH1F*) hE1D[0]->Clone("hIonProb1D");
    hIonProb1D->Reset();
    {
        Int_t NbinsX = hE2D[0]->GetNbinsX();
        Int_t NbinsY = hE2D[0]->GetNbinsY();
        for(Int_t j=0; j<NbinsX; j++) {
            for(Int_t k=0; k<NbinsY; k++) {
                Double_t E1 = hE2D[0]->GetBinContent(j,k);
                Double_t E2 = hE2D[1]->GetBinContent(j,k);
                Double_t E3 = hE2D[2]->GetBinContent(j,k);
                Double_t E  = TMath::Sqrt(E1*E1+E2*E2+E3*E3);

                hETotal2D->SetBinContent(j,k,E);

                E *= E0;

                // Double_t IonProb = (PFunc::ADK(E,Eion0,Z,l,m)/PUnits::atomictime)*PUnits::femtosecond;
                Double_t IonProb = PFunc::ADK_ENG(E,Eion0,Z) * PUnits::femtosecond;
                // if(IonProb>1) IonProb = 1.0;
                // cout << "Ion prob = " << IonProb << endl;
                hIonProb2D->SetBinContent(j,k,IonProb);
            }
            Double_t E1 = hE1D[0]->GetBinContent(j);
            Double_t E2 = hE1D[1]->GetBinContent(j);
            Double_t E3 = hE1D[2]->GetBinContent(j);
            Double_t E  = TMath::Sqrt(E1*E1+E2*E2+E3*E3);

            hETotal1D->SetBinContent(j,E);

            E *= E0;

            // Double_t IonProb = (PFunc::ADK(E,Eion0,Z,l,m)/PUnits::atomictime)*PUnits::femtosecond;
            Double_t IonProb = PFunc::ADK_ENG(E,Eion0,Z) * PUnits::femtosecond;
            // cout << "Ion prob = " << IonProb << endl;

            hIonProb1D->SetBinContent(j,IonProb);


        }
    }
    hETotal2D->GetZaxis()->SetTitle("E [E_{0}]");
    hIonProb2D->GetZaxis()->SetTitle("W_{ADK} [fs^{-1}]");
    hETotal1D->GetYaxis()->SetTitle("E [E_{0}]");
    hIonProb1D->GetYaxis()->SetTitle("W_{ADK} [fs^{-1}]");



    // Tunning the Histograms
    // ---------------------

    // Chaning to user units:
    // --------------------------

    if(opt.Contains("units") && n0) {

        for(Int_t i=0; i<Nspecies; i++) {

            if(!hDen2D[i]) continue;

            Int_t NbinsX = hDen2D[i]->GetNbinsX();
            Float_t xMin = skindepth * hDen2D[i]->GetXaxis()->GetXmin() / PUnits::um;
            Float_t xMax = skindepth * hDen2D[i]->GetXaxis()->GetXmax() / PUnits::um;
            Int_t NbinsY = hDen2D[i]->GetNbinsY();
            Float_t ymin = skindepth * hDen2D[i]->GetYaxis()->GetXmin() / PUnits::um;
            Float_t ymax = skindepth * hDen2D[i]->GetYaxis()->GetXmax() / PUnits::um;
            hDen2D[i]->SetBins(NbinsX,xMin,xMax,NbinsY,ymin,ymax);
            // for(Int_t j=0;j<hDen2D[i]->GetNbinsX();j++) {
            // 	for(Int_t k=0;k<hDen2D[i]->GetNbinsY();k++) {
            // 	  hDen2D[i]->SetBinContent(j,k, hDen2D[i]->GetBinContent(j,k) * n0 / (1e17/PUnits::cm3) );
            // 	}
            // }

            if(pData->IsCyl())
                hDen2D[i]->GetYaxis()->SetTitle("r [#mum]");
            else
                hDen2D[i]->GetYaxis()->SetTitle("y [#mum]");

            if(opt.Contains("comov"))
                hDen2D[i]->GetXaxis()->SetTitle("#zeta [#mum]");
            else
                hDen2D[i]->GetXaxis()->SetTitle("z [#mum]");

            // if(i==0)
            // 	hDen2D[i]->GetZaxis()->SetTitle("n_{e} [10^{17}/cm^{3}]");
            // else if(i==1)
            // 	hDen2D[i]->GetZaxis()->SetTitle("n_{b} [10^{17}/cm^{3}]");
            // else
            // 	hDen2D[i]->GetZaxis()->SetTitle("n_{i} [10^{17}/cm^{3}]");

            hDen1D[i]->SetBins(NbinsX,xMin,xMax);
            // for(Int_t j=0;j<hDen1D[i]->GetNbinsX();j++) {
            // 	hDen1D[i]->SetBinContent(j, hDen1D[i]->GetBinContent(j) * n0 / (1e17/PUnits::cm3) );
            // }


            if(opt.Contains("comov"))
                hDen1D[i]->GetXaxis()->SetTitle("#zeta [#mum]");
            else
                hDen1D[i]->GetXaxis()->SetTitle("z [#mum]");

            if(hCur1D[i]) {

                hCur1D[i]->SetBins(NbinsX,xMin,xMax);
                Double_t binSize = (xMax - xMin)/NbinsX;  // bin size in um.

                Double_t dV = skindepth * skindepth * skindepth;
                Double_t lightspeed =  PConst::c_light / (PUnits::um/PUnits::femtosecond);

                hCur1D[i]->Scale(TMath::Abs(n0 * dV * (PConst::ElectronCharge/PUnits::picocoulomb) * (kp * PConst::c_light * PUnits::femtosecond)));

                hCur1D[i]->GetYaxis()->SetTitle("I[kA]");
                hCur1D[i]->GetYaxis()->SetTitle("");
                if(opt.Contains("comov"))
                    hCur1D[i]->GetXaxis()->SetTitle("#zeta [#mum]");
                else
                    hCur1D[i]->GetXaxis()->SetTitle("z [#mum]");


                Float_t Charge = hCur1D[i]->Integral() * (binSize / lightspeed);
                cout << Form(" Integrated charge of specie %3i = %8f pC",i,Charge) << endl;
            }
        }


        for(Int_t i=0; i<Nfields; i++) {
            Int_t NbinsX = hE2D[i]->GetNbinsX();
            Float_t xMin = skindepth * hE2D[i]->GetXaxis()->GetXmin() / PUnits::um;
            Float_t xMax = skindepth * hE2D[i]->GetXaxis()->GetXmax() / PUnits::um;
            Int_t NbinsY = hE2D[i]->GetNbinsY();
            Float_t ymin = skindepth * hE2D[i]->GetYaxis()->GetXmin() / PUnits::um;
            Float_t ymax = skindepth * hE2D[i]->GetYaxis()->GetXmax() / PUnits::um;
            hE2D[i]->SetBins(NbinsX,xMin,xMax,NbinsY,ymin,ymax);
            hE1D[i]->SetBins(NbinsX,xMin,xMax);

            for(Int_t j=0; j<hE2D[i]->GetNbinsX(); j++) {
                for(Int_t k=0; k<hE2D[i]->GetNbinsY(); k++) {
                    hE2D[i]->SetBinContent(j,k, hE2D[i]->GetBinContent(j,k) * ( E0 / (PUnits::GV/PUnits::m) ) );
                }
                hE1D[i]->SetBinContent(j, hE1D[i]->GetBinContent(j) * ( E0 / (PUnits::GV/PUnits::m) ) );
            }

            if(pData->IsCyl())
                hE2D[i]->GetYaxis()->SetTitle("r [#mum]");
            else
                hE2D[i]->GetYaxis()->SetTitle("y [#mum]");

            if(opt.Contains("comov"))
                hE2D[i]->GetXaxis()->SetTitle("#zeta [#mum]");
            else
                hE2D[i]->GetXaxis()->SetTitle("z [#mum]");

            if(i==0)
                hE2D[i]->GetZaxis()->SetTitle("E_{z} [GV/m]");
            else if(i==1)
                hE2D[i]->GetZaxis()->SetTitle("E_{y} [GV/m]");
            else if(i==2)
                hE2D[i]->GetZaxis()->SetTitle("E_{x} [GV/m]");


            if(opt.Contains("comov"))
                hE1D[i]->GetXaxis()->SetTitle("#zeta [mm]");
            else
                hE1D[i]->GetXaxis()->SetTitle("z [mm]");

            if(i==0)
                hE1D[i]->GetYaxis()->SetTitle("E_{z} [GV/m]");
            else if(i==1)
                hE1D[i]->GetYaxis()->SetTitle("E_{y} [GV/m]");
            else if(i==2)
                hE1D[i]->GetYaxis()->SetTitle("E_{x} [GV/m]");


            if(i==0) {
                hV2D->SetBins(NbinsX,xMin,xMax,NbinsY,ymin,ymax);
                hETotal2D->SetBins(NbinsX,xMin,xMax,NbinsY,ymin,ymax);
                hIonProb2D->SetBins(NbinsX,xMin,xMax,NbinsY,ymin,ymax);
                hV1D->SetBins(NbinsX,xMin,xMax);
                hETotal1D->SetBins(NbinsX,xMin,xMax);
                hIonProb1D->SetBins(NbinsX,xMin,xMax);
                for(Int_t j=0; j<NbinsX; j++) {
                    for(Int_t k=0; k<NbinsY; k++) {
                        hV2D->SetBinContent(j,k, hV2D->GetBinContent(j,k) * E0 * skindepth / (PUnits::MV));
                        hETotal2D->SetBinContent(j,k, hETotal2D->GetBinContent(j,k) * ( E0 / (PUnits::GV/PUnits::m) ) );
                    }
                    hV1D->SetBinContent(j, hV1D->GetBinContent(j) * ( E0 * skindepth / (PUnits::MV) ) );
                    hETotal1D->SetBinContent(j, hETotal1D->GetBinContent(j) * ( E0 / (PUnits::GV/PUnits::m) ) );
                }

                if(pData->IsCyl()) {
                    hV2D->GetYaxis()->SetTitle("r [#mum]");
                    hETotal2D->GetYaxis()->SetTitle("r [#mum]");
                } else {
                    hV2D->GetYaxis()->SetTitle("y [#mum]");
                    hETotal2D->GetYaxis()->SetTitle("y [#mum]");

                }

                if(opt.Contains("comov")) {
                    hV2D->GetXaxis()->SetTitle("#zeta [#mum]");
                    hV1D->GetXaxis()->SetTitle("#zeta [#mum]");
                    hETotal2D->GetXaxis()->SetTitle("#zeta [#mum]");
                    hETotal1D->GetXaxis()->SetTitle("#zeta [#mum]");
                } else {
                    hV2D->GetXaxis()->SetTitle("z [#mum]");
                    hV2D->GetXaxis()->SetTitle("z [#mum]");
                    hETotal2D->GetXaxis()->SetTitle("z [#mum]");
                    hETotal1D->GetXaxis()->SetTitle("z [#mum]");
                }

                hV2D->GetZaxis()->SetTitle("#Psi-#Psi_{t} [MV]");
                hV1D->GetYaxis()->SetTitle("#Psi-#Psi_{t} [MV]");
                hETotal2D->GetZaxis()->SetTitle("E [GV/m]");
                hETotal1D->GetYaxis()->SetTitle("E [GV/m]");
            }
        }
    }


    // --------------------------------------------------- Vertical Zoom ------------

    Float_t yRange    = (hDen2D[0]->GetYaxis()->GetXmax() - hDen2D[0]->GetYaxis()->GetXmin())/zoom;
    Float_t midPoint = (hDen2D[0]->GetYaxis()->GetXmax() + hDen2D[0]->GetYaxis()->GetXmin())/2.;
    Float_t yMin = midPoint-yRange/2;
    Float_t yMax = midPoint+yRange/2;
    if(pData->IsCyl()) {
        yMin = pData->GetXMin(1);
        yMax = yRange;
    }

    for(Int_t i=0; i<Nspecies; i++) {
        if(!hDen2D[i]) continue;
        hDen2D[i]->GetYaxis()->SetRangeUser(yMin,yMax);
    }

    for(Int_t i=0; i<Nfields; i++) {
        if(!hE2D[i]) continue;
        hE2D[i]->GetYaxis()->SetRangeUser(yMin,yMax);
    }

    hETotal2D->GetYaxis()->SetRangeUser(yMin,yMax);

    Float_t xMin = hDen2D[0]->GetXaxis()->GetXmin();
    Float_t xMax = hDen2D[0]->GetXaxis()->GetXmax();
    Float_t xRange = xMax - xMin;

    // ------------- z Zoom --------------------------------- Plasma palette -----------
    // Set the range of the plasma charge density histogram for maximum constrast
    // using a dynamic palette wich adjust the nominal value to a certain color.


    Float_t density = 1;
    Float_t Base  = density;

    Float_t *Max = new Float_t[Nspecies];
    Float_t *Min = new Float_t[Nspecies];

    for(Int_t i=0; i<Nspecies; i++) {
        if(!hDen2D[i]) continue;

        Max[i] = hDen2D[i]->GetMaximum();
        Min[i] = 1.01E-1 * Base;
        if(i==1) Min[i] = 1.01E-1 * Base;
        if(i==2) Min[i] = 1.01E-4 * Base;
        hDen2D[i]->GetZaxis()->SetRangeUser(Min[i],Max[i]);
    }

    // Dynamic plasma palette
    const Int_t plasmaDNRGBs = 3;
    const Int_t plasmaDNCont = 64;
    Float_t basePos = 0.5;
    if(Max[0]!=Min[0]) {
        if(opt.Contains("logz")) {
            Float_t a = 1.0/(TMath::Log10(Max[0])-TMath::Log10(Min[0]));
            Float_t b = TMath::Log10(Min[0]);
            basePos = a*(TMath::Log10(Base) - b);

        } else {
            basePos = (1.0/(Max[0]-Min[0]))*(Base - Min[0]);
        }
    }

    Double_t plasmaDStops[plasmaDNRGBs] = { 0.00, basePos, 1.00 };
    Double_t plasmaDRed[plasmaDNRGBs]   = { 0.99, 0.90, 0.00 };
    Double_t plasmaDGreen[plasmaDNRGBs] = { 0.99, 0.90, 0.00 };
    Double_t plasmaDBlue[plasmaDNRGBs]  = { 0.99, 0.90, 0.00 };

    PPalette * plasmaPalette = (PPalette*) gROOT->FindObject("plasma");
    plasmaPalette->CreateGradientColorTable(plasmaDNRGBs, plasmaDStops,
                                            plasmaDRed, plasmaDGreen, plasmaDBlue, plasmaDNCont);
    // Change the range of z axis for the fields to be symmetric.
    Float_t *Emax = new Float_t[Nfields];
    Float_t *Emin = new Float_t[Nfields];
    for(Int_t i=0; i<Nfields; i++) {
        Emax[i] = hE2D[i]->GetMaximum();
        Emin[i] = hE2D[i]->GetMinimum();
        if(Emax[i] > TMath::Abs(Emin[i]))
            Emin[i] = -Emax[i];
        else
            Emax[i] = -Emin[i];
        hE2D[i]->GetZaxis()->SetRangeUser(Emin[i],Emax[i]);
    }


    // Potential
    if(opt.Contains("units")) {
        trapPotential *=  ( E0 * skindepth / (PUnits::MV) );
    }

    Float_t Vmin = hV1D->GetMinimum();
    {   // Shift potential
        Int_t   NbinsX = hV2D->GetNbinsX();
        Int_t   NbinsY = hV2D->GetNbinsY();
        for(Int_t j=0; j<NbinsX; j++) {
            for(Int_t k=0; k<NbinsY; k++) {
                hV2D->SetBinContent(j,k, hV2D->GetBinContent(j,k) - Vmin -trapPotential);
            }
            hV1D->SetBinContent(j, hV1D->GetBinContent(j) - Vmin -trapPotential);
        }
    }

    Vmin = hV1D->GetMinimum();
    Float_t Vmax = hV1D->GetMaximum();

    // Dynamic potential palette
    const Int_t potPNRGBs = 5;
    const Int_t potPNCont = 64;
    Float_t zeroPos = -Vmin/(Vmax-Vmin);

    Double_t potPStops[potPNRGBs] = { 0.00, zeroPos-3.0/potPNCont,zeroPos, zeroPos+3.0/potPNCont, 1.00 };
    Double_t potPRed[potPNRGBs]   = { 0.518, 0.965, 0.90, 0.498, 0.106 };
    Double_t potPGreen[potPNRGBs] = { 0.078, 0.925, 0.90, 0.718, 0.078 };
    Double_t potPBlue[potPNRGBs]  = { 0.106, 0.353, 0.90, 0.780, 0.518 };

    PPalette * potentialPalette = (PPalette*) gROOT->FindObject("rbow2inv");
    potentialPalette->CreateGradientColorTable(potPNRGBs, potPStops,
            potPRed, potPGreen, potPBlue, potPNCont);

    // Extract contours
    TCanvas* c = new TCanvas("c","Contour List",0,0,600,600);
    c->cd();

    // Potential
    TH2F *hV2Dc = (TH2F*) hV2D->Clone("hV2Dc");
    const Int_t Ncontours = 25;
    Double_t contours[Ncontours];
    for(Int_t i=0; i<Ncontours; i++) {
        contours[i] = i*(trapPotential/5.0) - trapPotential;
    }
    hV2Dc->SetContour(Ncontours, contours);
    hV2Dc->Draw("cont list");

    c->Update();
    TObjArray *contsV2D = (TObjArray*) gROOT->GetListOfSpecials()->FindObject("contours");
    TClonesArray graphsV2D("TGraph",Ncontours);
    {
        Int_t ncontours = contsV2D->GetSize();
        TList* clist = NULL;
        Int_t nGraphs = 0;
        TGraph *gr = NULL;
        for(Int_t i = 0; i < ncontours; i++) {
            if(i==0) continue;

            clist = (TList*) contsV2D->At(i);

            for(Int_t j = 0 ; j < clist->GetSize(); j++) {
                gr = (TGraph*) clist->At(j);
                if(!gr) continue;

                gr->SetLineWidth(1);
                gr->SetLineColor(kGray+1);

                if( !((i)%5) ) {
                    gr->SetLineWidth(2);
                    gr->SetLineColor(kGray+2);
                }
                new(graphsV2D[nGraphs]) TGraph(*gr) ;
                nGraphs++;
            }
        }
    }

    // Ion probability
    hIonProb2D->GetZaxis()->SetRangeUser(0.00501,80);

    TH2F *hIonProb2Dc = (TH2F*) hIonProb2D->Clone("hIonProb2Dc");
    const Int_t NcontI = 4;
    Double_t contI[NcontI] = {0.01,0.1,1.0,10.0};
    hIonProb2Dc->SetContour(NcontI, contI);
    hIonProb2Dc->Draw("cont list");

    c->Update();
    TObjArray *contsI2D = (TObjArray*) gROOT->GetListOfSpecials()->FindObject("contours");
    TClonesArray graphsI2D("TGraph",NcontI);
    {
        Int_t ncontours = contsI2D->GetSize();
        TList* clist = NULL;
        Int_t nGraphs = 0;
        TGraph *gr = NULL;
        for(Int_t i = 0; i < ncontours; i++) {
            clist = (TList*) contsI2D->At(i);

            for(Int_t j = 0 ; j < clist->GetSize(); j++) {
                gr = (TGraph*) clist->At(j);
                if(!gr) continue;

                if( !(i%2) ) {
                    gr->SetLineWidth(1);
                    gr->SetLineStyle(2);
                    gr->SetLineColor(kOrange-3);
                } else {
                    gr->SetLineWidth(1);
                    gr->SetLineStyle(1);
                    gr->SetLineColor(kOrange-3);
                }

                new(graphsI2D[nGraphs]) TGraph(*gr) ;
                nGraphs++;
            }
        }
    }




    // "Axis range" in Osiris units:
    Double_t ylow  = hDen2D[0]->GetYaxis()->GetBinLowEdge(FirstyBin);
    Double_t yup = hDen2D[0]->GetYaxis()->GetBinUpEdge(LastyBin);
    Double_t xmin = hDen2D[0]->GetXaxis()->GetXmin();
    Double_t xmax = hDen2D[0]->GetXaxis()->GetXmax();

    TLine *lineYzero = new TLine(xmin,0.0,xmax,0.0);
    lineYzero->SetLineColor(kGray+2);
    lineYzero->SetLineStyle(2);

    TLine *lineYup = new TLine(xmin,yup,xmax,yup);
    lineYup->SetLineColor(kGray+1);
    lineYup->SetLineStyle(2);

    TLine *lineYdown = new TLine(xmin,ylow,xmax,ylow);
    lineYdown->SetLineColor(kGray+1);
    lineYdown->SetLineStyle(2);

    zStartPlasma -= shiftz;
    zStartNeutral -= shiftz;
    zEndNeutral -= shiftz;

    if(opt.Contains("units")) {
        zStartPlasma *= skindepth / PUnits::um;
        zStartNeutral *= skindepth / PUnits::um;
        zEndNeutral *= skindepth / PUnits::um;
    }

    //  cout << "Start plasma = " << zStartPlasma << endl;
    TLine *lineStartPlasma = new TLine(zStartPlasma,yMin,zStartPlasma,yMax);
    lineStartPlasma->SetLineColor(kGray+2);
    lineStartPlasma->SetLineStyle(2);
    lineStartPlasma->SetLineWidth(3);

    //  cout << "Start plasma = " << zStartNeutral << endl;
    TLine *lineStartNeutral = new TLine(zStartNeutral,yMin,zStartNeutral,yMax);
    lineStartNeutral->SetLineColor(kGray+1);
    lineStartNeutral->SetLineStyle(2);
    lineStartNeutral->SetLineWidth(3);

    //  cout << "End plasma = " << zEndNeutral << endl;
    TLine *lineEndNeutral = new TLine(zEndNeutral,yMin,zEndNeutral,yMax);
    lineEndNeutral->SetLineColor(kGray+1);
    lineEndNeutral->SetLineStyle(2);
    lineEndNeutral->SetLineWidth(3);


    // Plotting
    // -----------------------------------------------

    // Canvas setup
    TCanvas *C = new TCanvas("C","2D Charge density and Electric field",750,666);

    // Palettes setup
    TExec *exPlasma = new TExec("exPlasma","plasmaPalette->cd();");
    TExec *exElec   = new TExec("exElec","redelectronPalette->cd();");
    TExec *exHot    = new TExec("exHot","hotPalette->cd();");
    TExec *exField  = new TExec("exField","rbow2Palette->cd();");
    TExec *exFieldT = new TExec("exFieldT","redPalette->cd();");
    TExec *exIonP   = new TExec("exIonP","redPalette->cd();");
    TExec *exPot    = new TExec("exPot","rbow2invPalette->cd();");

    // Actual Plotting!
    // ------------------------------------------------------------

    // Output file
    TString fOutName = Form("./%s/Plots/Potential2D/Potential2D",pData->GetPath().c_str());
    fOutName += Form("-%s_%i",pData->GetName(),time);

    // Setup Pad layout:
    Float_t lMargin = 0.15;
    Float_t rMargin = 0.18;
    Float_t bMargin = 0.15;
    Float_t tMargin = 0.04;
    Float_t factor = 1.0;
    PlasmaGlob::CanvasAsymPartition(C,2,lMargin,rMargin,bMargin,tMargin,factor);

    TPad *pad[2];
    TString sLabels[] = {"(a)","(b)"};
    // Text objects
    TPaveText **textLabel = new TPaveText*[2];

    C->cd(0);
    char pname[16];
    sprintf(pname,"pad_%i",1);
    pad[0] = (TPad*) gROOT->FindObject(pname);
    pad[0]->Draw();
    pad[0]->cd(); // <---------------------------------------------- Top Plot ---------
    if(opt.Contains("logz")) {
        pad[0]->SetLogz(1);
    } else {
        pad[0]->SetLogz(0);
    }
    pad[0]->SetFrameLineWidth(3);
    pad[0]->SetTickx(1);

    // Re-range:
    for(Int_t i=0; i<Nspecies; i++) {
        if(!hDen2D[i]) continue;
        hDen2D[i]->GetYaxis()->SetRangeUser(yMin -(factor-1)*yRange, yMax);
    }


    TH2F *hFrame = (TH2F*) gROOT->FindObject("hFrame1");
    if(hFrame) delete hFrame;
    hFrame = (TH2F*) hDen2D[0]->Clone("hFrame1");
    hFrame->Reset();

    hFrame->SetLabelFont(42,"xyz");
    hFrame->SetTitleFont(42,"xyz");

    hFrame->GetYaxis()->SetNdivisions(505);
    hFrame->GetYaxis()->SetLabelSize(0.085);
    hFrame->GetYaxis()->SetTitleSize(0.09);
    hFrame->GetYaxis()->SetTitleOffset(0.7);
    hFrame->GetYaxis()->SetTickLength(0.02);

    hFrame->GetXaxis()->SetLabelOffset(999.);
    hFrame->GetXaxis()->SetTitleOffset(999.);
    hFrame->GetXaxis()->SetTickLength(0.04);

    // Frame asymmetry:
    hFrame->Draw("col");

    // hDen2D[0]->GetZaxis()->SetNdivisions(505);

    // Injected electrons if any
    if(Nspecies>=3) {
        if(hDen2D[2]) {
            exHot->Draw();
            hDen2D[2]->Draw("colz same");
        }
    }

    // Plasma
    hDen2D[0]->GetZaxis()->SetTitleFont(42);
    exPlasma->Draw();
    hDen2D[0]->Draw("colz same");

    // Beam driver.
    if(hDen2D[1]) {
        //    hDen2D[1]->GetZaxis()->SetNdivisions(505);
        exElec->Draw();
        hDen2D[1]->Draw("colz same");
    }

    {
        TGraph *gr = (TGraph*) graphsV2D.At(4);
        gr->Draw("C");
    }

    {
        TGraph *gr = (TGraph*) graphsI2D.At(1);
        gr->Draw("C");
    }


    if(opt.Contains("1dline")) {
        lineYzero->Draw();
        lineYdown->Draw();
        lineYup->Draw();
    }

    if(opt.Contains("sline")) {
        if(zStartPlasma>xmin && zStartPlasma<xmax)
            lineStartPlasma->Draw();
        if(zStartNeutral>xmin && zStartNeutral<xmax)
            lineStartNeutral->Draw();
        if(zEndNeutral>xmin && zEndNeutral<xmax)
            lineEndNeutral->Draw();
    }

    // lineYdown->Draw();
    // lineYup->Draw();

    // Palettes re-arrangement
    pad[0]->Update();
    Float_t y1 = pad[0]->GetBottomMargin();
    Float_t y2 = 1 - pad[0]->GetTopMargin();
    Float_t x1 = pad[0]->GetLeftMargin();
    Float_t x2 = 1 - pad[0]->GetRightMargin();

    TPaletteAxis *palette = NULL;
    if(Nspecies>=3) {
        if(hDen2D[2]) {
            palette = (TPaletteAxis*)hDen2D[2]->GetListOfFunctions()->FindObject("palette");
        }
    }
    if(palette) {
        palette->SetY2NDC(y2 - 0.00);
        palette->SetY1NDC(0.66*(y1+y2) + 0.00);
        palette->SetX1NDC(x2 + 0.005);
        palette->SetX2NDC(x2 + 0.03);
        //  palette->SetTitleFont(42);
        //  palette->SetTitleOffset(0.85);
        palette->SetTitleOffset(999.9);
        palette->SetTitleSize(0.075);
        palette->SetLabelFont(42);
        palette->SetLabelSize(0.075);
        palette->SetLabelOffset(0.001);
        palette->SetBorderSize(2);
        palette->SetLineColor(1);
    }

    palette = (TPaletteAxis*)hDen2D[0]->GetListOfFunctions()->FindObject("palette");
    if(palette) {
        palette->SetY2NDC(0.66*(y1+y2) - 0.00);
        palette->SetY1NDC(0.33*(y1+y2) + 0.00);
        palette->SetX1NDC(x2 + 0.005);
        palette->SetX2NDC(x2 + 0.03);
        // palette->SetTitleFont(42);
        palette->SetTitleOffset(0.80);
        palette->SetTitleSize(0.075);
        palette->SetLabelFont(42);
        palette->SetLabelSize(0.075);
        palette->SetLabelOffset(0.001);
        palette->SetBorderSize(2);
        palette->SetLineColor(1);
    }

    palette = (TPaletteAxis*)hDen2D[1]->GetListOfFunctions()->FindObject("palette");
    if(palette) {
        palette->SetY2NDC(0.33*(y1+y2) - 0.00);
        palette->SetY1NDC(y1 + 0.00);
        palette->SetX1NDC(x2 + 0.005);
        palette->SetX2NDC(x2 + 0.03);
        //palette->SetTitleFont(42);
        //palette->SetTitleOffset(0.85);
        palette->SetTitleOffset(999.9);
        palette->SetTitleSize(0.075);
        palette->SetLabelFont(42);
        palette->SetLabelSize(0.075);
        palette->SetLabelOffset(0.001);
        palette->SetBorderSize(2);
        palette->SetLineColor(1);
    }


    // 1D charge density plots:
    Float_t yaxismin  =  pad[0]->GetUymin();
    Float_t yaxismax  =  pad[0]->GetUymin() + 0.33*(pad[0]->GetUymax() - pad[0]->GetUymin()) - 0.00;
    Float_t denmin = Min[1];
    Float_t denmax = Max[1];
    if(opt.Contains("logz")) {
        denmin = TMath::Log10(denmin);
        denmax = TMath::Log10(denmax);
    }

    Float_t curmin = 0.0;
    Float_t curmax = 0.0;
    if(opt.Contains("curr")) {
        curmin = 0.0;
        curmax = hCur1D[1]->GetMaximum();

        cout << Form(" Maximum driver  current = %6.2f kA ", curmax) << endl ;
        if(Nspecies>=3)
            if(hCur1D[2])
                cout << Form(" Maximum witness current = %6.2f kA ", hCur1D[2]->GetMaximum()) << endl ;

        // Round for better plotting
        curmax = 0.1*TMath::Nint(curmax*10);
    }

    for(Int_t i=0; i<Nspecies; i++) {
        if(!hDen1D[i]) continue;

        Float_t slope = (yaxismax - yaxismin)/(denmax - denmin);

        for(Int_t j=0; j<hDen1D[i]->GetNbinsX(); j++) {
            Float_t content = hDen1D[i]->GetBinContent(j+1);
            if(opt.Contains("logz")) content = TMath::Log10(content);

            if(content<denmin)
                hDen1D[i]->SetBinContent(j+1,yaxismin);
            else
                hDen1D[i]->SetBinContent(j+1,(content - denmin) * slope + yaxismin);


        }

        if(hCur1D[i]) {
            slope = (yaxismax - yaxismin)/(curmax - curmin);

            for(Int_t j=0; j<hCur1D[i]->GetNbinsX(); j++) {
                Float_t content = hCur1D[i]->GetBinContent(j+1);

                if(content<curmin)
                    hCur1D[i]->SetBinContent(j+1,yaxismin);
                else
                    hCur1D[i]->SetBinContent(j+1,(content - curmin) * slope + yaxismin);
            }

        }

    }

    // Plasma on-axis density:
    // hDen1D[0]->SetLineWidth(2);
    // hDen1D[0]->SetLineColor(kGray+1);
    // // // PlasmaGlob::SetH1Style(hDen1D[0],1);
    // hDen1D[0]->Draw("same C");


    if(opt.Contains("curr")) {
        hCur1D[1]->SetLineWidth(2);
        hCur1D[1]->SetLineColor(PlasmaGlob::elecLine);
        hCur1D[1]->Draw("same C");
    } else {
        hDen1D[1]->SetLineWidth(2);
        hDen1D[1]->SetLineColor(PlasmaGlob::elecLine);
        //    hDen1D[1]->Draw("same C");
    }

    if(Nspecies>=3) {
        if(hDen1D[2]) {
            if(opt.Contains("curr")) {
                hCur1D[2]->SetLineWidth(2);
                hCur1D[2]->SetLineColor(kOrange+8);
                hCur1D[2]->Draw("same C");
            } else {
                hDen1D[2]->SetLineWidth(2);
                hDen1D[2]->SetLineColor(kOrange+8);
                //   hDen1D[2]->Draw("same C");
            }
        }
    }

    // Current axis
    TGaxis *axis = NULL;
    if(opt.Contains("curr")) {
        axis = new TGaxis(xMax-xRange/6.0,yMin - (factor-1)*yRange,
                          xMax-xRange/6.0,yaxismax,
                          0.001,curmax,503,"+LS");

        axis->SetLineWidth(1);
        axis->SetLineColor(kGray+3);//PlasmaGlob::elecLine);
        axis->SetLabelColor(kGray+3);//PlasmaGlob::elecLine);
        axis->SetLabelSize(0.06);
        axis->SetLabelOffset(0.01);
        axis->SetLabelFont(42);
        axis->SetTitleColor(kGray+3);//PlasmaGlob::elecLine);
        axis->SetTitleSize(0.06);
        axis->SetTitleOffset(0.6);
        axis->SetTitleFont(42);
        axis->SetTickSize(0.03);
        axis->SetTitle("I [kA]");
        axis->CenterTitle();
        axis->SetNdivisions(505);

        axis->Draw();
    }


    TPaveText *textTime = new TPaveText(xMax - 0.3*xRange, yMax-0.15*yRange, xMax-0.1, yMax-0.05*yRange);
    //x2-0.17,y2-0.12,x2-0.02,y2-0.02,"NDC");
    PlasmaGlob::SetPaveTextStyle(textTime,32);
    char ctext[128];
    if(opt.Contains("units") && n0)
        sprintf(ctext,"z = %5.1f #mum", Time * skindepth / PUnits::um);
    else
        sprintf(ctext,"t = %5.1f #omega_{p}^{-1}",Time);
    textTime->SetTextFont(42);
    textTime->AddText(ctext);

    textTime->Draw();
    // textDen->Draw();
    // if(opt.Contains("units"))
    //   textWav->Draw();

    textLabel[0] = new TPaveText(xMin + 0.02*xRange, yMax-0.2*yRange, xMin+0.30*xRange, yMax-0.05*yRange);
    PlasmaGlob::SetPaveTextStyle(textLabel[0],12);
    textLabel[0]->SetTextFont(42);
    textLabel[0]->AddText(sLabels[0]);
    textLabel[0]->Draw();


    pad[0]->RedrawAxis();

    C->cd(0);
    sprintf(pname,"pad_%i",0);
    pad[1] = (TPad*) gROOT->FindObject(pname);
    pad[1]->Draw();
    pad[1]->cd(); // <--------------------------------------------------------- Bottom Plot
    pad[1]->SetFrameLineWidth(3);
    pad[1]->SetTickx(1);

    hFrame = (TH2F*) gROOT->FindObject("hFrame2");
    if(hFrame) delete hFrame;
    hFrame = (TH2F*) hDen2D[0]->Clone("hFrame2");
    hFrame->Reset();

    Float_t yFactor = pad[0]->GetAbsHNDC()/pad[1]->GetAbsHNDC();


    hFrame->GetYaxis()->SetLabelSize(yFactor*0.085);
    hFrame->GetYaxis()->SetTitleSize(yFactor*0.09);
    hFrame->GetYaxis()->SetTitleOffset(0.7/yFactor);
    hFrame->GetYaxis()->SetTickLength(0.02/yFactor);

    hFrame->GetXaxis()->SetTitleSize(0.10);
    hFrame->GetXaxis()->SetLabelSize(0.08);
    hFrame->GetXaxis()->SetLabelOffset(0.02);
    hFrame->GetXaxis()->SetTitleOffset(1.0);
    hFrame->GetXaxis()->SetTickLength(0.04*yFactor);

    hFrame->SetLabelFont(42,"xyz");
    hFrame->SetTitleFont(42,"xyz");

    hFrame->Draw("col");

    //  hE2D[0]->GetZaxis()->SetNdivisions(505);
    hV2D->GetZaxis()->SetTitleFont(42);
    hV2D->GetZaxis()->SetTickLength(0.02/yFactor);


    exPot->Draw();

    hV2D->Draw("col z same");

    for(Int_t i=0; i<graphsV2D.GetEntriesFast(); i++) {
        TGraph *gr = (TGraph*) graphsV2D.At(i);
        if(!gr) continue;
        gr->Draw("C");
    }

    for(Int_t i=0; i<graphsI2D.GetEntriesFast(); i++) {
        //if(i!=2) continue;
        TGraph *gr = (TGraph*) graphsI2D.At(i);
        if(!gr) continue;
        gr->Draw("C");
    }


    if(opt.Contains("1dline")) {
        lineYzero->Draw();
        lineYdown->Draw();
        lineYup->Draw();
    }

    if(opt.Contains("sline")) {
        if(zStartPlasma>xmin && zStartPlasma<xmax)
            lineStartPlasma->Draw();
        if(zStartNeutral>xmin && zStartNeutral<xmax)
            lineStartNeutral->Draw();
        if(zEndNeutral>xmin && zEndNeutral<xmax)
            lineEndNeutral->Draw();
    }


    pad[1]->Update();

    y1 = pad[1]->GetBottomMargin();
    y2 = 1 - pad[1]->GetTopMargin();
    x1 = pad[1]->GetLeftMargin();
    x2 = 1 - pad[1]->GetRightMargin();

    palette = (TPaletteAxis*)hV2D->GetListOfFunctions()->FindObject("palette");
    if(palette) {
        palette->SetY2NDC(y2 - 0.00);
        palette->SetY1NDC(y1 + 0.00);
        palette->SetX1NDC(x2 + 0.005);
        palette->SetX2NDC(x2 + 0.03);
        // palette->SetTitleFont(42);
        palette->SetTitleSize(yFactor*0.075);
        palette->SetTitleOffset(0.80/yFactor);
        palette->SetLabelSize(yFactor*0.075);
        palette->SetLabelFont(42);
        palette->SetLabelOffset(0.01/yFactor);
        palette->SetBorderSize(2);
        palette->SetLineColor(1);
    }



    pad[1]->RedrawAxis();

    textLabel[1] = new TPaveText(xMin + 0.02*xRange, yMax-0.2*yRange, xMin+0.30*xRange, yMax-0.05*yRange);
    PlasmaGlob::SetPaveTextStyle(textLabel[1],12);
    textLabel[1]->SetTextFont(42);
    textLabel[1]->AddText(sLabels[1]);
    textLabel[1]->Draw();

    C->cd();

    // Print to a file
    PlasmaGlob::imgconv(C,fOutName,opt);
    // ---------------------------------------------------------

    PlasmaGlob::DestroyCanvases();
}
Exemple #13
0
void PlotDensity1D( const TString &sim, Int_t time, Int_t Nbins=1, const TString &options="") {
  
#ifdef __CINT__  
  gSystem->Load("libplasma.so");
#endif

  PlasmaGlob::Initialize();
  
  // Init Units table
  PUnits::UnitsTable::Get();

  // Load PData
  PData *pData = PData::Get(sim.Data());
  pData->LoadFileNames(time);
  if(!pData->IsInit()) return; 

  TString opt = options;
 
  gStyle->SetPadRightMargin(0.20); // Margin right axis 
  if(opt.Contains("grid")) {
    gStyle->SetPadGridX(1);
    gStyle->SetPadGridY(1);
  }

  Bool_t CYL = kFALSE;
  if(sim.Contains("cyl")) { CYL = kTRUE; opt += "cyl"; } 
  
  Bool_t ThreeD = kFALSE;
  if(sim.Contains("3D")) ThreeD = kTRUE; 

  Bool_t INT = kTRUE; // Integrate instead of averaging.
  
  // Some plasma constants
  Float_t n0 = pData->GetPlasmaDensity(); 
  Float_t kp = pData->GetPlasmaK();       
  Float_t skindepth = (1/kp);               
  Float_t E0 = pData->GetPlasmaE0();

  // Some beam properties:
  Double_t Ebeam = pData->GetBeamEnergy();
  Double_t gamma = pData->GetBeamGamma();
  Double_t vbeam = pData->GetBeamVelocity();
  Double_t kbeta = PFunc::BeamBetatronWavenumber(gamma,n0);
  Double_t rms0  = pData->GetBeamRmsY() * kp;
  if(CYL)  rms0  = pData->GetBeamRmsR() * kp;
  
  cout << Form(" - Bunch gamma      = %8.4f", gamma ) << endl;
  cout << Form(" - Bunch velocity   = %8.4f c", vbeam ) << endl;
  cout << Form(" - Bunch betatron k = %8.4f mm-1", kbeta * PUnits::mm) << endl;
  cout << Form(" - Bunch RMS_0      = %8.4f um", rms0 * skindepth / PUnits::um) << endl;
  cout << endl;

  // Time in OU
  Float_t Time = pData->GetRealTime();
  // z start of the plasma in normalized units.
  Float_t zStartPlasma = pData->GetPlasmaStart()*kp;
  // z start of the beam in normalized units.
  Float_t zStartBeam = pData->GetBeamStart()*kp;
  
  if(opt.Contains("center")) {
    Time -= zStartPlasma;
    if(opt.Contains("comov"))      // Centers on the head of the beam.
      Time += zStartBeam;
  }
  
  // Get charge density histos
  Int_t Nspecies = pData->NSpecies();
  TH1F **hDen1D = new TH1F*[Nspecies];
  TH2F *hDen2D = NULL;
  for(Int_t i=0;i<Nspecies;i++) {
    hDen1D[i] = NULL;
    
    if(!pData->GetChargeFileName(i)) 
      continue;
    
    if(i==0) {
      if(ThreeD)
	hDen2D = pData->GetCharge2DSliceZY(i,-1,Nbins);
      else
	hDen2D = pData->GetCharge(i,opt);
      
      char hName[24];
      sprintf(hName,"hDen_%i",i);
      hDen2D->SetName(hName);
      hDen2D->GetXaxis()->CenterTitle();
      hDen2D->GetYaxis()->CenterTitle();
      hDen2D->GetZaxis()->CenterTitle();
      hDen2D->GetXaxis()->SetTitle("z [c/#omega_{p}]");
      hDen2D->GetYaxis()->SetTitle("y [c/#omega_{p}]");
      if(i==0)
	hDen2D->GetZaxis()->SetTitle("#LTn_{e}#GT [n_{0}]");
      else
	hDen2D->GetZaxis()->SetTitle("#LTn_{b}#GT [n_{0}]");
    }
    
    if(Nbins==0) {
      Nbins = TMath::Nint(rms0 / hDen2D->GetYaxis()->GetBinWidth(1)) ;
      // cout << Form(" Rms0 = %6.2f  Dx = %6.2f  Nbins = %4i .", 
      // 	   rms0, hDen2D[i]->GetYaxis()->GetBinWidth(1), Nbins) << endl;
    }
    
    // 1D histograms
    TString opth1 = opt;
    opth1 += "avg";
    if(CYL) opth1 += "cyl";
    
    if(ThreeD) {
      hDen1D[i] = pData->GetH1SliceZ3D(pData->GetChargeFileName(i)->c_str(),"charge",-1,Nbins,-1,Nbins);
    } else if(CYL) { // Cylindrical: The first bin with r>0 is actually the number 1 (not the 0).
      hDen1D[i] = pData->GetH1SliceZ(pData->GetChargeFileName(i)->c_str(),"charge",1,Nbins,opth1.Data());
    } else {         // 2D cartesian
      hDen1D[i] = pData->GetH1SliceZ(pData->GetChargeFileName(i)->c_str(),"charge",-1,Nbins,opth1.Data());
    }
    
    char hName[24];
    sprintf(hName,"hDen_%i",i);
    hDen1D[i]->SetName(hName);
    hDen1D[i]->GetXaxis()->SetTitle("z [c/#omega_{p}]");
    hDen1D[i]->GetYaxis()->SetTitle("#LTn_{e}#GT [n_{0}]");
    
  }
  
  // Get electric fields
  const Int_t Nfields = 2;
  TH1F **hE1D = new TH1F*[Nfields];
  for(Int_t i=0;i<Nfields;i++) {
    hE1D[i] = NULL;
    
    if(!pData->GetEfieldFileName(i)) 
      continue;

    // 1D histograms
    TString opth1 = opt;
    opth1 += "avg";
    if(CYL) opth1 += "cyl";
    
    char nam[3]; sprintf(nam,"e%i",i+1);
    if(ThreeD) {
      if(i==0) 
	hE1D[i] = pData->GetH1SliceZ3D(pData->GetEfieldFileName(i)->c_str(),nam,-1,Nbins,-1,Nbins);
      else  
	hE1D[i] = pData->GetH1SliceZ3D(pData->GetEfieldFileName(i)->c_str(),nam,-Nbins,Nbins,-Nbins,Nbins);
    } else if(CYL) { // Cylindrical: The firt bin with r>0 is actually the number 1 (not the 0).
      if(i==0) 
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,1,Nbins,opth1.Data());
      else
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,1,Nbins,opth1.Data());
    } else {         // 2D cartesian
      if(i==0) 
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,-1,Nbins,opth1.Data());
      else 
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,-Nbins,Nbins,opth1.Data());
    }
    
    
    char hName[24];
    sprintf(hName,"hE_%i",i);
    hE1D[i]->SetName(hName);
    hE1D[i]->GetXaxis()->SetTitle("z [c/#omega_{p}]");
    hE1D[i]->GetYaxis()->SetTitle("E [E_{e}]");
  }
  
  // Y range:
  Int_t NbinsY  = (Int_t) hDen2D->GetNbinsY();
  Int_t midyBin = NbinsY/2;
  if(!CYL && (Nbins >  midyBin) ) Nbins = midyBin;
  if(CYL  && (Nbins >= NbinsY ) ) Nbins = NbinsY-1;
  
  Int_t FirstyBin = midyBin + 1 - Nbins;
  Int_t LastyBin  = midyBin + Nbins;
  if(CYL) {
    FirstyBin = 1; 
    LastyBin  = Nbins;
  }
  
  if(LastyBin>=NbinsY) LastyBin = NbinsY - 1;
  Float_t ymin = hDen2D->GetYaxis()->GetBinLowEdge(FirstyBin);
  Float_t ymax = hDen2D->GetYaxis()->GetBinLowEdge(LastyBin+1);

  cout << Form(" Nbins = %i. Firstbin = %i Lastbin = %i  ->  ymin = %7.2f , ymax = %7.2f",Nbins,FirstyBin,LastyBin,ymin,ymax) << endl;
  // ----

  // Tunning the Histograms
  // ---------------------

  // Chaning to user units: 

  // cout << Form(" n0 = %10e ", n0 * PUnits::cm3) << endl;
  
  if(opt.Contains("units") && n0) {
    
    Int_t NbinsX = hDen2D->GetNbinsX();
    Float_t xMin = skindepth * hDen2D->GetXaxis()->GetXmin() / PUnits::mm;
    Float_t xMax = skindepth * hDen2D->GetXaxis()->GetXmax() / PUnits::mm;
    Int_t NbinsY = hDen2D->GetNbinsY();
    Float_t yMin = skindepth * hDen2D->GetYaxis()->GetXmin() / PUnits::mm;
    Float_t yMax = skindepth * hDen2D->GetYaxis()->GetXmax() / PUnits::mm;
    hDen2D->SetBins(NbinsX,xMin,xMax,NbinsY,yMin,yMax);
    for(Int_t j=0;j<hDen2D->GetNbinsX();j++) {
      for(Int_t k=0;k<hDen2D->GetNbinsY();k++) {
	hDen2D->SetBinContent(j,k, hDen2D->GetBinContent(j,k) * n0 / (1e15/PUnits::cm3) );
      }
    }
    
    hDen2D->GetYaxis()->SetTitle("y [mm]");      
    if(opt.Contains("comov"))
      hDen2D->GetXaxis()->SetTitle("#zeta [mm]");
    else
      hDen2D->GetXaxis()->SetTitle("z [mm]");
    
    hDen2D->GetZaxis()->SetTitle("#LTn_{b}#GT [10^{15}/cm^{3}]"); 
  
    
    for(Int_t i=0;i<Nspecies;i++) {
    
      Int_t NbinsX = hDen1D[i]->GetNbinsX();
      Float_t xMin = skindepth * hDen1D[i]->GetXaxis()->GetXmin() / PUnits::mm;
      Float_t xMax = skindepth * hDen1D[i]->GetXaxis()->GetXmax() / PUnits::mm;
      hDen1D[i]->SetBins(NbinsX,xMin,xMax);
      for(Int_t j=0;j<hDen1D[i]->GetNbinsX();j++) {
	Float_t bincontent = (hDen1D[i]->GetBinContent(j) * n0 / (1e15/PUnits::cm3));
	hDen1D[i]->SetBinContent(j,bincontent);
      }
      
      hDen1D[i]->GetYaxis()->SetTitle("#LTn_{e}#GT [10^{15}/cm^{3}]");
      
      if(opt.Contains("comov"))
	hDen1D[i]->GetXaxis()->SetTitle("#zeta [mm]");
      else
	hDen1D[i]->GetXaxis()->SetTitle("z [mm]");
    
    }


    for(Int_t i=0;i<Nfields;i++) {
      Int_t NbinsX = hE1D[i]->GetNbinsX();
      Float_t xMin = skindepth * hE1D[i]->GetXaxis()->GetXmin() / PUnits::mm;
      Float_t xMax = skindepth * hE1D[i]->GetXaxis()->GetXmax() / PUnits::mm;
      hE1D[i]->SetBins(NbinsX,xMin,xMax);
      
      for(Int_t j=0;j<hE1D[i]->GetNbinsX();j++) {
	hE1D[i]->SetBinContent(j, hE1D[i]->GetBinContent(j) * ( E0 / (PUnits::GV/PUnits::m) ) );
      }
      
      hE1D[i]->GetYaxis()->SetTitle("E [GV/m]");
      
      if(opt.Contains("comov"))
	hE1D[i]->GetXaxis()->SetTitle("#zeta [mm]");
      else
	hE1D[i]->GetXaxis()->SetTitle("z [mm]");
    }
  }
  
  // Set the range of the histogram for maximum constrast
  Float_t density = 1;
  if(opt.Contains("units") && n0)
    density = 1e-15 * 1e-6 * n0;
  
  Float_t Max  = 1.1*hDen1D[0]->GetMaximum();
  Float_t Min  = 0;
  // Float_t Base = density;
  // Float_t Min  = 2.* Base - Max;
  // if(Max >= 2. * Base) {
  //   Max = 2. * Base;
  //   Min = 2. * Base  - Max;
  // } else if(Max<1.0 * Base) {
  //   Max = 1.1 * Base;
  //   Min = 0.;
  // }
 
  hDen1D[0]->GetYaxis()->SetRangeUser(0.,Max);  
  
  // Plotting
  // -----------------------------------------------

  // Canvas setup
  TCanvas *C = new TCanvas("C","Charge density and Electric field on axis",850,500);

  TPaveText *textTime = new TPaveText(0.63,0.87,0.78,0.92,"NDC");
  PlasmaGlob::SetPaveTextStyle(textTime); 
  textTime->SetTextColor(kGray+2);
  char ctext[128];

  if(opt.Contains("units") && n0) 
    sprintf(ctext,"Z = %5.1f mm", 1e3 * skindepth * Time);
  else
    sprintf(ctext,"T = %5.1f 1/#omega_{p}",Time);
  textTime->AddText(ctext);

  
  TPaveText *textRange = new TPaveText(0.13,0.87,0.38,0.92,"NDC");
  PlasmaGlob::SetPaveTextStyle(textRange,12); 
  textRange->SetTextColor(kGray+2);
  if(opt.Contains("units") && n0)
    sprintf(ctext,"%5.3f < y < %5.3f mm",ymin,ymax);
  else
    sprintf(ctext,"%5.3f < y < %5.3f c/#omega_{p}",ymin,ymax);
  textRange->AddText(ctext);

  // Actual Plotting!
  // ------------------------------------------------------------

  // Output file
  TString fOutName = Form("./%s/Plots/Density1D/Density1D",sim.Data());
  fOutName += Form("-%s_%i",sim.Data(),time);

  // Colors
  Int_t plasmaC = kGray+1;
  Int_t beamC   = kAzure-5;
  Int_t fieldC  = kOrange+10;
  Int_t fieldCb = kGray+1;

  C->cd(0);
  gPad->SetFrameLineWidth(2);  

  hDen1D[0]->SetLineColor(plasmaC);
  hDen1D[0]->SetLineWidth(1);
  hDen1D[0]->Draw("C");
  hDen1D[0]->GetYaxis()->CenterTitle();
  hDen1D[0]->GetXaxis()->CenterTitle();
  
  C->Update();

  TLine *line0 = new TLine(hDen1D[0]->GetXaxis()->GetXmin(),
			  (gPad->GetUymin()+gPad->GetUymax())/2.,
			  hDen1D[0]->GetXaxis()->GetXmax(),
			  (gPad->GetUymin()+gPad->GetUymax())/2.);
  line0->SetLineColor(kGray+1);
  line0->SetLineStyle(2);
  line0->Draw();

  Float_t rightmax = 2.5 * hDen1D[1]->GetMaximum();
  Float_t slope = (gPad->GetUymax() - gPad->GetUymin())/rightmax;

  for(Int_t i=0;i<hDen1D[1]->GetNbinsX();i++) {
    hDen1D[1]->SetBinContent(i+1,hDen1D[1]->GetBinContent(i+1)*slope + Min);
  }

  hDen1D[1]->SetLineWidth(2);
  hDen1D[1]->SetLineColor(beamC);
  hDen1D[1]->Draw("same C");
  // hTest->Draw("same");
 
  //draw an axis on the right side
  TGaxis *axis = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),gPad->GetUxmax(),
			    gPad->GetUymax(),0,rightmax,505,"+L");
  
  axis->SetLineWidth(1);
  axis->SetLineColor(beamC);
  axis->SetLabelColor(beamC);
  if(opt.Contains("units") && n0) 
    axis->SetTitle("#LTn_{b}#GT [10^{15}/cm^{3}]");
  else
    axis->SetTitle("#LTn_{b}#GT [n_{0}]");
  axis->CenterTitle();
  axis->SetTitleColor(beamC);
  axis->SetTitleOffset(1.2);
  
  axis->Draw();

  // Longitudinal Electric field
  Float_t factor = 1.5;
  Float_t rightmin = factor * hE1D[0]->GetMinimum();
  rightmax = factor * hE1D[0]->GetMaximum();
  if(hE1D[1]) {
    if(hE1D[1]->GetMaximum() > hE1D[0]->GetMaximum())
      rightmax = factor * hE1D[1]->GetMaximum();
  }
  
  if(rightmax > TMath::Abs(rightmin)) rightmin = -rightmax;
  else rightmax = - rightmin;
  slope = (gPad->GetUymax() - gPad->GetUymin())/(rightmax-rightmin);
  
  for(Int_t i=0;i<hE1D[0]->GetNbinsX();i++) {
    hE1D[0]->SetBinContent(i+1,(hE1D[0]->GetBinContent(i+1)-rightmin)*slope + Min);
  }
  
  hE1D[0]->SetLineStyle(1);
  hE1D[0]->SetLineWidth(2);
  hE1D[0]->SetLineColor(fieldC);
  hE1D[0]->Draw("same C");

  // Transverse field
  for(Int_t i=0;i<hE1D[1]->GetNbinsX();i++) {
    hE1D[1]->SetBinContent(i+1,(hE1D[1]->GetBinContent(i+1)-rightmin)*slope + Min);
  }
  
  hE1D[1]->SetLineStyle(2);
  hE1D[1]->SetLineWidth(1);
  hE1D[1]->SetLineColor(fieldC);
  hE1D[1]->Draw("same C");

  //draw an axis on the right side
  Float_t rightmargin = 0.08;
  Float_t ux = gPad->PixeltoX(gPad->UtoPixel(1-rightmargin));
  TGaxis *axisE = new TGaxis(ux,gPad->GetUymin(),ux,
			     gPad->GetUymax(),rightmin,rightmax,505,"+L");
  
  axisE->SetLineWidth(1);
  axisE->SetLineColor(fieldC);
  axisE->SetLabelColor(fieldC);
  axisE->SetTitleColor(fieldC);
  if(opt.Contains("units") && n0) 
    axisE->SetTitle("E [GV/m]");
  else
    axisE->SetTitle("E [E_{0}]");
  axisE->CenterTitle();
  axisE->SetTitleOffset(0.8);

  axisE->Draw();
  
  textTime->Draw();

  textRange->Draw();

  C->cd();

  // Print to a file
  PlasmaGlob::imgconv(C,fOutName,opt);
  // ---------------------------------------------------------
}
Exemple #14
0
void PlotField1D( const TString &sim, Int_t time, Int_t Nbins=1, const TString &options="") { 
  
#ifdef __CINT__  
  gSystem->Load("libplasma.so");
#endif

  PlasmaGlob::Initialize();
    
  TString opt = options;

  gStyle->SetPadLeftMargin(0.10);  // Margin left axis  
  gStyle->SetPadRightMargin(0.12); // Margin right axis 
  if(opt.Contains("grid")) {
    gStyle->SetPadGridX(1);
    gStyle->SetPadGridY(1);
  }

  // Load PData
  PData *pData = PData::Get(sim.Data());
  pData->LoadFileNames(time);
  if(!pData->IsInit()) return;

  Bool_t CYL = kFALSE;
  if(sim.Contains("cyl")) { CYL = kTRUE; opt += "cyl"; } 
    
  Bool_t ThreeD = kFALSE;
  if(sim.Contains("3D")) ThreeD = kTRUE; 

  // Some plasma constants
  Double_t n0 = pData->GetPlasmaDensity();
  Double_t kp = pData->GetPlasmaK();
  Double_t skindepth = 1/kp;
  Double_t E0 = pData->GetPlasmaE0();

  // Some beam properties:
  Float_t Ebeam = pData->GetBeamEnergy() * PUnits::MeV;
  Float_t gamma = Ebeam / PConst::ElectronMassE;
  Float_t vbeam = TMath::Sqrt(1 - 1/(gamma*gamma));
  // cout << Form(" - Bunch gamma      = %8.4f", gamma ) << endl;
  // cout << Form(" - Bunch velocity   = %8.4f c", vbeam ) << endl;

  Float_t Time = pData->GetRealTime();
  // z start of the plasma in normalized units.
  Float_t zStartPlasma = pData->GetPlasmaStart()*kp;
  // z start of the beam in normalized units.
  Float_t zStartBeam = pData->GetBeamStart()*kp;
  Time -= zStartPlasma - zStartBeam;

  // 1D histograms
  TString opth1 = opt;
  opth1 += "avg";
  // Get electric fields
  const Int_t Nfields = 1;
  TH1F **hE1D = new TH1F*[Nfields];
  for(Int_t i=0;i<Nfields;i++) {
    hE1D[i] = NULL;
    if(!pData->GetEfieldFileName(i))
      continue;
    
    char nam[3]; sprintf(nam,"e%i",i+1);
    if(ThreeD) {
      if(i==0) 
	hE1D[i] = pData->GetH1SliceZ3D(pData->GetEfieldFileName(i)->c_str(),nam,-1,Nbins,-1,Nbins,opth1.Data());
      else  
	hE1D[i] = pData->GetH1SliceZ3D(pData->GetEfieldFileName(i)->c_str(),nam,-Nbins,Nbins,-Nbins,Nbins,opth1.Data());
    } else if(CYL) { // Cylindrical: The firt bin with r>0 is actually the number 1 (not the 0).
      if(i==0) 
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,1,Nbins,opth1.Data());
      else
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,1,Nbins,opth1.Data());
    } else { // 2D cartesian
      if(i==0) 
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,-1,Nbins,opth1.Data());
      else 
	hE1D[i] = pData->GetH1SliceZ(pData->GetEfieldFileName(i)->c_str(),nam,-Nbins,Nbins,opth1.Data());
    }
    
    char hName[24];
    sprintf(hName,"hE_%i",i);
    hE1D[i]->SetName(hName);
    if(opt.Contains("comov"))
      hE1D[i]->GetXaxis()->SetTitle("#zeta [c/#omega_{p}]");
    else
      hE1D[i]->GetXaxis()->SetTitle("z [c/#omega_{p}]");
   
    if(i==0)
      hE1D[i]->GetYaxis()->SetTitle("E_{z} [E_{0}]");
    else if(i==1)
      hE1D[i]->GetYaxis()->SetTitle("E_{y} [E_{0}}]");
    else if(i==2)
      hE1D[i]->GetYaxis()->SetTitle("E_{x} [E_{0}}]");
    
    
  }  
  
  // Chaning to user units: 
  if(opt.Contains("units") && n0) {
    for(Int_t i=0;i<Nfields;i++) {
      Int_t NbinsX = hE1D[i]->GetNbinsX();
      Float_t xMin = (skindepth/PUnits::mm) * hE1D[i]->GetXaxis()->GetXmin();
      Float_t xMax = (skindepth/PUnits::mm) * hE1D[i]->GetXaxis()->GetXmax();
      
      hE1D[i]->SetBins(NbinsX,xMin,xMax);
      
      for(Int_t j=0;j<NbinsX;j++) {
	hE1D[i]->SetBinContent(j, hE1D[i]->GetBinContent(j) * ( E0 / (PUnits::GV/PUnits::m) ) );
      }
      
      if(opt.Contains("comov"))
	hE1D[i]->GetXaxis()->SetTitle("#zeta [mm]");
      else
	hE1D[i]->GetXaxis()->SetTitle("z [mm]");
      
      if(i==0)
	hE1D[i]->GetYaxis()->SetTitle("E_{z} [GV/m]");
      else if(i==1)
	hE1D[i]->GetYaxis()->SetTitle("E_{y} [GV/m]");
      else if(i==2)
	hE1D[i]->GetYaxis()->SetTitle("E_{x} [GV/m]");
    }
  }
  
  // Calculate wave positions:
  // ----------------------------------------------------------------
  
  // Retrieve the previous time TGraph if any;
  // Open TGraph
  TString filename = Form("./%s/Plots/Field1D/Field1D-%s.root",sim.Data(),sim.Data());
  TFile * ifile = (TFile*) gROOT->GetListOfFiles()->FindObject(filename);
  // if doesn't exist the directory should be created
  if (!ifile) {
    TString f = filename;
    TString dir2 = f.Remove( f.Last( '/' ), f.Length() - f.Last( '/' ) );
    TString dir1 = f.Remove( f.Last( '/' ), f.Length() - f.Last( '/' ) );
    gSystem->mkdir( dir1 );
    gSystem->mkdir( dir2 );
    ifile = new TFile(filename,"UPDATE");
  }  
  
  
  
  Float_t *EMaxPos = new Float_t[Nfields];
  Float_t *EMaxValue = new Float_t[Nfields];
  
  // Get the Graph with the x1 positions of the maximum E_1
  TGraph **graph = new TGraph*[Nfields];
  char gName[24];
  for(Int_t i=0;i<Nfields;i++) {
    if(!hE1D[i]) continue;
    
    EMaxPos[i] = EMaxValue[i] = -999;
    
    // Initial time search window:
    Float_t xCenter = (hE1D[i]->GetXaxis()->GetXmin()+hE1D[i]->GetXaxis()->GetXmax())/2.; 
    Float_t xs1min = 0.5*(hE1D[i]->GetXaxis()->GetXmin()+xCenter);
    Float_t xs1max = xCenter;

    // For focusing fields i==1,2 we use a narrower window based on the previosly found 
    // minimum for the accelerating fields i==0.
    if(i>0) {
      xCenter = EMaxPos[0];
      if(opt.Contains("units") && n0) {
	xs1min = xCenter - (0.25*TMath::Pi() * 1e3 * skindepth);
	xs1max = xCenter + (0.25*TMath::Pi() * 1e3 * skindepth);
      } else {
	xs1min = xCenter - 0.25*TMath::Pi();
	xs1max = xCenter + 0.25*TMath::Pi();
      }
    }

    sprintf(gName,"gEMaxPos_%i",i);
    graph[i] =  (TGraph*) ifile->Get(gName);
    if(graph[i]) {
      Double_t *y = graph[i]->GetY();
      
      // Setup the searching windows to +/- pi/2 respect the last found minimum.
      if(opt.Contains("units") && n0) {
	xs1min = y[graph[i]->GetN()-1] - (0.5*TMath::Pi() * 1e3 * skindepth);
	xs1max = y[graph[i]->GetN()-1] + (0.5*TMath::Pi() * 1e3 * skindepth);
      } else {
	xs1min = y[graph[i]->GetN()-1] - 0.5*TMath::Pi();
	xs1max = y[graph[i]->GetN()-1] + 0.5*TMath::Pi();
      }
      
      delete graph[i];
    }
    
    TH1F *htemp = (TH1F*) hE1D[i]->Clone("htemp");
    htemp->GetXaxis()->SetRangeUser(xs1min,xs1max);
    
    //htemp->Smooth(1,"R");
    Int_t binMax = htemp->GetMinimumBin();
    EMaxPos[i] = (Float_t) htemp->GetBinCenter(binMax);
    EMaxValue[i] = (Float_t) htemp->GetBinContent(binMax);
    delete htemp;
    
  }
  
  
  // Tunning the Histograms
  // ---------------------
  
  
  // Plotting
  // -----------------------------------------------
  
  // Output file
  TString fOutName = Form("./%s/Plots/Field1D/Field1D",sim.Data());
  fOutName += Form("-%s_%i",sim.Data(),time);
  
  // Canvas setup
  TCanvas *C = new TCanvas("C","Electric wakefield on axis",850,1000);
  C->Divide(1,2);

  // Draw objects
  TPaveText *textTime = new TPaveText(0.70,0.87,0.85,0.92,"NDC");
  PlasmaGlob::SetPaveTextStyle(textTime); 
  char ctext[128];
  if(opt.Contains("units") && n0) 
    sprintf(ctext,"Z = %5.1f mm", 1e3 * skindepth * Time);
  else
    sprintf(ctext,"T = %5.1f 1/#omega_{p}",Time);
  textTime->AddText(ctext);
  
  // Colors
  Int_t fieldC  = PlasmaGlob::fieldLine;
  Int_t phaseC  = kGray+1;
 
  // Actual Plotting!
  // ------------------------------------------------------------

  // More makeup
  C->cd(1);
  gPad->SetGridy(0);
  gPad->SetGridx(0);
  gPad->SetFrameLineWidth(2);  

  hE1D[0]->SetLineWidth(1);
  hE1D[0]->GetYaxis()->CenterTitle();
  hE1D[0]->GetXaxis()->CenterTitle();
  hE1D[0]->SetLineStyle(1);
  hE1D[0]->SetLineWidth(3);
  hE1D[0]->SetLineColor(fieldC);
  hE1D[0]->SetMarkerStyle(20);

  if(Nfields>1) {
    hE1D[1]->GetYaxis()->CenterTitle();
    hE1D[1]->GetXaxis()->CenterTitle();
    hE1D[1]->SetLineStyle(1);
    hE1D[1]->SetLineWidth(1);  
    hE1D[1]->SetLineColor(fieldC);
    hE1D[1]->SetMarkerStyle(24);
  }

  Float_t factor = 1.5;
  Float_t minimum = factor * hE1D[0]->GetMinimum();
  Float_t maximum = factor * hE1D[0]->GetMaximum();
    
  if(Nfields>1) {
    if(hE1D[1]->GetMaximum() > hE1D[0]->GetMaximum()) {
      maximum = factor * hE1D[1]->GetMaximum();
    } 
    
    if(hE1D[1]->GetMinimum() < hE1D[0]->GetMinimum()) {
    minimum = factor * hE1D[1]->GetMinimum();
    } 
  }
  
  if( maximum >= TMath::Abs(minimum)) minimum = -maximum;
  else maximum = - minimum;
  
  hE1D[0]->GetYaxis()->SetRangeUser(minimum,maximum);
  hE1D[0]->Draw("C");
  
  if(Nfields>1)
    hE1D[1]->Draw("C same");
  
  C->Update();
  
  TLine *line0 = new TLine(hE1D[0]->GetXaxis()->GetXmin(),
			   (gPad->GetUymin()+gPad->GetUymax())/2.,
			   hE1D[0]->GetXaxis()->GetXmax(),
			   (gPad->GetUymin()+gPad->GetUymax())/2.);
  line0->SetLineColor(kGray+1);
  line0->SetLineStyle(2);
  line0->Draw();
  
  TMarker *markEMax0 = new TMarker(EMaxPos[0],EMaxValue[0], 24);
  markEMax0->SetMarkerColor(fieldC);
  markEMax0->SetMarkerSize(1.6);
  markEMax0->Draw();

  if(Nfields>1) {
    TMarker *markEMax1 = new TMarker(EMaxPos[1],EMaxValue[1], 24);
    markEMax1->SetMarkerColor(fieldC);
    markEMax1->SetMarkerSize(1.4);
    markEMax1->Draw();
  }
  
  textTime->Draw();

  // ----
  
  // Define the TGraphs
  Int_t nPoints = 0;  
  TGraph **gEMaxPos = new TGraph*[Nfields];
  TGraph **gEMaxValue = new TGraph*[Nfields];
  for(Int_t i=0;i<Nfields;i++) {
    if(!hE1D[i]) continue;

    sprintf(gName,"gEMaxPos_%i",i);
    gEMaxPos[i] = (TGraph*) ifile->Get(gName);
    if(gEMaxPos[i]==NULL) {
      gEMaxPos[i] = new TGraph();
      gEMaxPos[i]->SetName(gName);
    } else {
      nPoints = gEMaxPos[i]->GetN(); 
    }  
    gEMaxPos[i]->Set(nPoints+1);
    if(opt.Contains("units") && n0) 
      gEMaxPos[i]->SetPoint(nPoints, 1e3 * skindepth * Time,EMaxPos[i]);
    else
      gEMaxPos[i]->SetPoint(nPoints,Time,EMaxPos[i]);
    
    if(opt.Contains("units") && n0) {
      gEMaxPos[i]->GetYaxis()->SetTitle("#zeta_{min} [mm]");
      gEMaxPos[i]->GetXaxis()->SetTitle("Z [mm]");
    } else {
      gEMaxPos[i]->GetYaxis()->SetTitle("#zeta_{min} [c/#omega_{p}]");
      gEMaxPos[i]->GetXaxis()->SetTitle("T [c/#omega_{p}]");
    }

    gEMaxPos[i]->Write(gEMaxPos[i]->GetName(),TObject::kOverwrite);

    sprintf(gName,"gEMaxValue_%i",i);
    gEMaxValue[i] = (TGraph*) ifile->Get(gName);
    if(gEMaxValue[i]==NULL) {
      gEMaxValue[i] = new TGraph();  
      gEMaxValue[i]->SetName(gName);
    } else {
      nPoints = gEMaxValue[i]->GetN(); 
    }  
    gEMaxValue[i]->Set(nPoints+1);
    if(opt.Contains("units") && n0) 
      gEMaxValue[i]->SetPoint(nPoints, 1e3 * skindepth * Time,EMaxValue[i]);
    else
      gEMaxValue[i]->SetPoint(nPoints,Time,EMaxValue[i]);
    
    if(opt.Contains("units") && n0) {
      gEMaxValue[i]->GetYaxis()->SetTitle("E_{min} [GV/m]");
      gEMaxValue[i]->GetXaxis()->SetTitle("Z [mm]");
    } else {
      gEMaxValue[i]->GetYaxis()->SetTitle("E_{min} [E_{0}]");
      gEMaxValue[i]->GetXaxis()->SetTitle("T [c/#omega_{p}]");
    }
    
    gEMaxValue[i]->Write(gEMaxValue[i]->GetName(),TObject::kOverwrite);    
  }


  C->cd(2);
  gPad->SetGridy(1);
  gPad->SetGridx(0);
  gPad->SetFrameLineWidth(2);  

  Float_t minPhase = 99.;
  Float_t maxPhase = -99.;
  Float_t minField = 99.;
  Float_t maxField = -99.;

  Double_t *yEMaxPos[Nfields];
  Double_t *yEMaxValue[Nfields];

  for(Int_t i=0;i<Nfields;i++) {
    yEMaxPos[i]   = gEMaxPos[i]->GetY();
    yEMaxValue[i] = gEMaxValue[i]->GetY();
    
    for(Int_t j=0;j<gEMaxPos[0]->GetN();j++) {
      if(yEMaxPos[i][j]>maxPhase)
	maxPhase = yEMaxPos[i][j];
      if(yEMaxPos[i][j]<minPhase)
	minPhase = yEMaxPos[i][j];
 
      if(yEMaxValue[i][j]>maxField)
	maxField = yEMaxValue[i][j];
      if(yEMaxValue[i][j]<minField)
	minField = yEMaxValue[i][j];
    }
  }

  Float_t margin = (maxPhase - minPhase)/10;
  gEMaxPos[0]->GetYaxis()->SetRangeUser(minPhase-margin,maxPhase+margin);
  gEMaxPos[0]->GetYaxis()->CenterTitle();
  gEMaxPos[0]->GetXaxis()->CenterTitle();
  gEMaxPos[0]->SetLineColor(phaseC);
  gEMaxPos[0]->SetMarkerColor(phaseC);
  gEMaxPos[0]->SetLineWidth(3);
  gEMaxPos[0]->SetMarkerStyle(20);
  gEMaxPos[0]->SetMarkerSize(1.4);
  gEMaxPos[0]->Draw("APC");

  if(Nfields>1) {
    gEMaxPos[1]->SetLineStyle(1);
    gEMaxPos[1]->SetLineColor(phaseC);
    gEMaxPos[1]->SetMarkerColor(phaseC);
    gEMaxPos[1]->SetLineWidth(1);
    gEMaxPos[1]->SetMarkerStyle(24);
    gEMaxPos[1]->SetMarkerSize(1.4);
    gEMaxPos[1]->Draw("PC");
  }

  // Emax value
  // New axis first:
  C->Update();  // Needed for the axis!

  margin = (maxField - minField)/10;
  if (margin==0) margin = 1; 
  Float_t rightmin = minField-margin;
  Float_t rightmax = maxField+margin;
  Float_t slope = (gPad->GetUymax() - gPad->GetUymin())/(rightmax-rightmin);
  TGaxis *axisEmax = new TGaxis(gPad->GetUxmax(),gPad->GetUymin(),gPad->GetUxmax(),
				gPad->GetUymax(),rightmin,rightmax,505,"+L");
  axisEmax->SetLineWidth(1);
  axisEmax->SetLineColor(fieldC);
  axisEmax->SetLabelColor(fieldC);
  axisEmax->SetTitleColor(fieldC);
  if(opt.Contains("units") && n0) 
    axisEmax->SetTitle("E_{min} [GV/m]");
  else
    axisEmax->SetTitle("E_{min} [E_{0}]");
  axisEmax->CenterTitle();
  axisEmax->SetTitleSize(0.05);
  axisEmax->SetTitleOffset(1.2);
  axisEmax->SetLabelSize(0.05);
  axisEmax->SetLabelOffset(0.006);
  
  axisEmax->Draw();
  
  // Adjust the TGraph
  Double_t *x = gEMaxValue[0]->GetX();
  Double_t *y = gEMaxValue[0]->GetY();
  for(Int_t i=0;i<gEMaxValue[0]->GetN();i++) {
    gEMaxValue[0]->SetPoint(i,x[i],(y[i]-rightmin)*slope + gPad->GetUymin());
  }  
  gEMaxValue[0]->SetLineColor(fieldC);
  gEMaxValue[0]->SetMarkerColor(fieldC);
  gEMaxValue[0]->SetLineWidth(3);
  gEMaxValue[0]->SetMarkerStyle(20);
  gEMaxValue[0]->SetMarkerSize(1.4);
  gEMaxValue[0]->Draw("PC");

   if(Nfields>1) {
    x = gEMaxValue[1]->GetX();
    y = gEMaxValue[1]->GetY();
    for(Int_t i=0;i<gEMaxValue[1]->GetN();i++) {
      gEMaxValue[1]->SetPoint(i,x[i],(y[i]-rightmin)*slope + gPad->GetUymin());
    }  
    gEMaxValue[1]->SetLineColor(fieldC);
    gEMaxValue[1]->SetMarkerColor(fieldC);
    gEMaxValue[1]->SetLineWidth(1);
    gEMaxValue[1]->SetMarkerStyle(24);
    gEMaxValue[1]->SetMarkerSize(1.4);
    gEMaxValue[1]->Draw("PC");
  }

  // Emax value
  // New axis first:
  C->Update();  // Needed for the axis!

  C->cd();

  ifile->Close();
  
  // Print to a file
  PlasmaGlob::imgconv(C,fOutName,opt);
  // ---------------------------------------------------------
  
  }