Exemplo n.º 1
0
//// runCode // 0=merged, 1=1stRun, 2=2ndRun
void draw_1D_RFB_rap(char* dirName = "8rap9pt2gev", int runCode=0, bool isPrompt = true)
{
	//gROOT->Macro("./JpsiStyleForFinalResult.C");
	gROOT->Macro("./tdrstyle_kyo.C");
	gStyle->SetTitleSize(0.046, "XYZ");
  gStyle->SetEndErrorSize(0);
// Margins:
/*
//  gStyle->SetPadTopMargin(0.05);
  gStyle->SetPadBottomMargin(0.132); //KYO
  gStyle->SetPadLeftMargin(0.132); //KYO
  //gStyle->SetPadRightMargin(0.04);
*/	
	gStyle->SetOptTitle(0);
  gStyle->SetPadTopMargin(0.075);
  gStyle->SetPadBottomMargin(0.13); //KYO
  gStyle->SetPadLeftMargin(0.13); //KYO
  gStyle->SetPadRightMargin(0.075);
	gStyle->SetTitleXOffset(1.15);
	gStyle->SetTitleYOffset(1.22);
	
	writeExtraText = true;
	extraText  = "Preliminary";
	lumi_502TeV  = "34.6 nb^{-1}";
	int iPeriod = 0; 
	int iPos=0;

	double pxshift = 0.06;

	// set info.
	const Double_t br = 0.0593 ;
	const Double_t brErr = 0.0006;
	Double_t lumi_nb;
	Double_t lumi_nb_err;
	Double_t lumi_mub;
	Double_t lumi_mub_err;
	string runstring;
	string lumistring;
	string cmsstring = "CMS preliminary";
	string beamstring = "pPb #sqrt{s_{NN}} = 5.02 TeV";
	if (runCode ==0) { runstring = "All"; lumi_nb =34.622; lumi_nb_err=1.2; }
	else if (runCode == 1) { runstring = "Pbp"; lumi_nb =20.7; lumi_nb_err=0.7; }//1stRun
	else if (runCode == 2) { runstring = "pPb"; lumi_nb = 14.0; lumi_nb_err=0.5; }//2ndRun
	else { cout << " *** Error!!! choose runCode 0, 1, or 2 " << endl; return ; }
	lumistring = Form("L_{int} = %.1f nb^{  -1}", lumi_nb);
	lumi_mub = lumi_nb * 1000; // (nb)^{-1} -> {#mub}^{-1}
	lumi_mub_err = lumi_nb_err * 1000; // (nb)^{-1} -> {#mub}^{-1}

	/////////////////////////////////////////////////////////////////////////
	/// systematic uncertainties by hand KYO
	const int nRap = 8;
	const int nPt = 9;
	const int nRapTmp = nRap + 1;
	const int nPtTmp = nPt + 1;
	const int nRapRFB=3;
	Double_t pxtmp_lowpt[nRapRFB]; // x point to fill tmp
	Double_t pxtmp_highpt[nRapRFB]; // x point to fill tmp
	Double_t pytmp_lowpt[nRapRFB]; // y point to fill tmp
	Double_t pytmp_highpt[nRapRFB]; // y point to fill tmp
	Double_t eytmp[nRapRFB]; // y point error to fill tmp
	Double_t ex[nRapRFB] = {0.0, 0.0, 0.0}; //x stat error
	Double_t exsys[nRapRFB] = {0.03, 0.03, 0.03}; //sys x error
	Double_t eysys_lowpt[nRapRFB]; //absolute y sys error
	Double_t eysys_highpt[nRapRFB]; //absolute y sys error
	Double_t eysysrelPR_lowpt[nRapRFB] = { //relative y sys error
		0.04694, //0-0.9
		0.04245, //0.9-1.5
		0.04795}; //1.5-1.93; 
	Double_t eysysrelNP_lowpt[nRapRFB] = {
		0.07412,
		0.06288,
		0.10487};
	Double_t eysysrelPR_highpt[nRapRFB] = { //relative y sys error
		0.03705,
		0.03360,
		0.06486};
	Double_t eysysrelNP_highpt[nRapRFB] = { //relative y sys error
		0.04483,
		0.05592,
		0.09280};
	Double_t eysysrel_lowpt[nRapRFB];
	Double_t eysysrel_highpt[nRapRFB];
	for (int iy=0; iy<nRapRFB; iy++){
		if (isPrompt) { 
			eysysrel_lowpt[iy] = eysysrelPR_lowpt[iy];
			eysysrel_highpt[iy] = eysysrelPR_highpt[iy];
		}
		else { 
			eysysrel_lowpt[iy] = eysysrelNP_lowpt[iy];
			eysysrel_highpt[iy] = eysysrelNP_highpt[iy];
		}
	}
			
	//y_CM array (from forward to backward)
	//Double_t rapArrNumFB[] = {1.93, 1.5, 0.9, 0., -0.9, -1.5, -1.93, -2.4, -2.87};// for pt dist.
	Double_t rapArrNumBF[nRapTmp] = {-2.87, -2.4, -1.93, -1.5, -0.9, 0., 0.9, 1.5, 1.93};// for rap dist.
//	const Int_t nRap = sizeof(rapArrNumBF)/sizeof(Double_t)-1;
//	cout << "nRap = " << nRap << endl;
	Double_t rapBinW[nRap];
	for (Int_t iy=0; iy<nRap; iy++) {
		//rapBinW[iy] = rapArrNumFB[iy]-rapArrNumFB[iy+1]; 
		rapBinW[iy] = rapArrNumBF[iy+1]-rapArrNumBF[iy]; 
		cout << iy <<"th rapBinW = " << rapBinW[iy] <<endl;
	}
	//pt array
	Double_t ptArrNum[nPtTmp] = {2.0, 3.0, 4.0, 5.0, 6.5, 7.5, 8.5, 10., 14., 30.};
	Double_t ptBinW[nPt];
	for (Int_t ipt=0; ipt<nPt; ipt++) {
		ptBinW[ipt] = ptArrNum[ipt+1]-ptArrNum[ipt]; 
		cout << ipt <<"th ptBinW = " << ptBinW[ipt] <<endl;
	}

	// array string
	string rapArr[nRap];
	for (Int_t iy=0; iy<nRap; iy++) {
		formRapArr(rapArrNumBF[iy], rapArrNumBF[iy+1], &rapArr[iy]);
		cout << iy <<"th rapArr = " << rapArr[iy] << endl;
	}
	string ptArr[nPt];
	for (Int_t ipt=0; ipt<nPt; ipt++) {
		formPtArr(ptArrNum[ipt], ptArrNum[ipt+1], &ptArr[ipt]);
		cout << ipt <<"th ptArr = " << ptArr[ipt] << endl;
	}

	// --- read-in file
	TFile * f2D = new TFile(Form("../fittingResult/total2Dhist_%s.root",dirName));
	cout << "dirName = " << dirName << endl;
	cout << "runCode = " << runCode << ", runstring = " << runstring.c_str() << endl;

	// --- read-in 2D hist for corrected yield
	TH2D* h2D_corrY_Pbp;
	TH2D* h2D_corrY_pPb;
	if (isPrompt) h2D_corrY_Pbp = (TH2D*)f2D->Get("h2D_corrY_PR_Pbp");
	else h2D_corrY_Pbp = (TH2D*)f2D->Get("h2D_corrY_NP_Pbp");
	if (isPrompt) h2D_corrY_pPb = (TH2D*)f2D->Get("h2D_corrY_PR_pPb");
	else h2D_corrY_pPb = (TH2D*)f2D->Get("h2D_corrY_NP_pPb");
	cout << "h2D_corrY_Pbp = " << h2D_corrY_Pbp << endl;
	cout << "h2D_corrY_pPb = " << h2D_corrY_pPb << endl;
	const int nbinsX = h2D_corrY_Pbp->GetNbinsX();
	const int nbinsY = h2D_corrY_Pbp->GetNbinsY();
	cout << "nbinsX = " << nbinsX << endl;
	cout << "nbinsY = " << nbinsY << endl;
	if (nbinsX != nRap) { cout << " *** Error!!! nbinsX != nRap"; return; };
	if (nbinsY != nPt) { cout << " *** Error!!! nbinsY != nPt"; return; };

	// ---  projection to 1D hist
	TH1D* h1D_corrY_Pbp_tmp[nPt]; // in y_lab(1st)
	TH1D* h1D_corrY_Pbp[nPt]; 
	TH1D* h1D_corrY_pPb_tmp[nPt]; // in y_lab(2nd)
	TH1D* h1D_corrY_pPb[nPt]; //in y_CM

	// iy=0 refers to forwards !!! (ordering here && in CM)
	int tmpbin;
	double tmpval=0;
	double tmperr=0;
	for (Int_t ipt = 0; ipt < nPt; ipt++) {
		h1D_corrY_Pbp_tmp[ipt] = h2D_corrY_Pbp->ProjectionX(Form("h1D_corrY_Pbp_tmp_%d",ipt),ipt+1,ipt+1);
		h1D_corrY_pPb_tmp[ipt] = h2D_corrY_pPb->ProjectionX(Form("h1D_corrY_pPb_tmp_%d",ipt),ipt+1,ipt+1);
		h1D_corrY_Pbp[ipt] = new TH1D(Form("h1D_corrY_Pbp_%d",ipt),Form("h1D_corrY_Pbp_%d",ipt),nRap,rapArrNumBF);
		h1D_corrY_pPb[ipt] = new TH1D(Form("h1D_corrY_pPb_%d",ipt),Form("h1D_corrY_pPb_%d",ipt),nRap,rapArrNumBF);
		h1D_corrY_Pbp[ipt]->Sumw2();
		h1D_corrY_pPb[ipt]->Sumw2();
		
		for (Int_t iy=0; iy<nRap; iy++){
			//1st run
			tmpval = h1D_corrY_Pbp_tmp[ipt]->GetBinContent(iy+1);
			tmperr = h1D_corrY_Pbp_tmp[ipt]->GetBinError(iy+1);
			h1D_corrY_Pbp[ipt]->SetBinContent(nRap-iy,tmpval);
			h1D_corrY_Pbp[ipt]->SetBinError(nRap-iy,tmperr);
			//2nd run
			tmpval = h1D_corrY_pPb_tmp[ipt]->GetBinContent(iy+1);
			tmperr = h1D_corrY_pPb_tmp[ipt]->GetBinError(iy+1);
			h1D_corrY_pPb[ipt]->SetBinContent(iy+1,tmpval);
			h1D_corrY_pPb[ipt]->SetBinError(iy+1,tmperr);
		}
	}
	
	//////////////////////////////////////////////////////////////////////////////////////
	// 1) merge Pbp+pPb corrected yield
	
	TH1D* h1D_corrY_tot[nPt]; 
	
	for (Int_t ipt = 0; ipt < nPt; ipt++) {
		// --- merging
		if (runCode ==0) {	
			h1D_corrY_tot[ipt] = (TH1D*)h1D_corrY_Pbp[ipt]->Clone(Form("h1D_corrY_tot_%d",ipt));
			h1D_corrY_tot[ipt]->Add(h1D_corrY_pPb[ipt]);	
		}
		else if (runCode ==1) {
			h1D_corrY_tot[ipt] = (TH1D*)h1D_corrY_Pbp[ipt]->Clone(Form("h1D_corrY_tot_%d",ipt));
		}
		else if (runCode ==2) {
			h1D_corrY_tot[ipt] = (TH1D*)h1D_corrY_pPb[ipt]->Clone(Form("h1D_corrY_tot_%d",ipt));
		}
		cout <<" "<<endl;
		cout <<ipt<<"th pt !!!"<<endl;
		for (int iy=0; iy <nRap; iy ++ ){ 
			cout << iy <<"th rap" << endl;
			cout << "h1D_corrY_tot = " << h1D_corrY_tot[ipt]->GetBinContent(iy+1)<<endl; 
		}		
	}
	//////////////////////////////////////////////////////////////////
	/////////// calculate RFB
	
	const int lowpt_init=4;
	const int highpt_init=7;	

	// *** pt bin merging
	cout << "*** low pT bin starts from : " << ptArr[lowpt_init].c_str() << endl;
	for (Int_t ipt = lowpt_init+1; ipt < highpt_init; ipt++) {
		h1D_corrY_tot[lowpt_init]->Add(h1D_corrY_tot[ipt]);
		cout << " *** and to low pT, merging : " << ptArr[ipt].c_str() << endl; 
	}
	cout << "*** high pT bin starts from : " << ptArr[highpt_init].c_str() << endl;
	for (Int_t ipt = highpt_init+1; ipt < nPt; ipt++) {
		h1D_corrY_tot[highpt_init]->Add(h1D_corrY_tot[ipt]);
		cout << " *** and to high pT, merging : " << ptArr[ipt].c_str() << endl; 
	}
		
	// |yCM| for drawing (actual binning)
	Double_t rapArrRFBNum[nRapRFB+1] = {0., 0.9, 1.5, 1.93};// for rap dist.
	//const Int_t nRapRFB = sizeof(rapArrRFBNum)/sizeof(Double_t)-1;
	//cout << "nRapRFB = " << nRapRFB << endl;

	TH1D* h1D_RFB[nPt]; //byHand	
	int rap_init = 2;

	// actual RFB calculation
	double tmpFWval[nRapRFB], tmpBWval[nRapRFB]; 
	double tmpFWerr[nRapRFB], tmpBWerr[nRapRFB];
	double actval[nRapRFB], acterr[nRapRFB];
	for (Int_t ipt = 0; ipt < nPt; ipt++) {
		if (ipt != lowpt_init && ipt != highpt_init) continue;
		cout << ipt <<"th pt -- actual RFB *** " << endl;
		h1D_RFB[ipt] = new TH1D(Form("h1D_RFB_%d",ipt),Form("h1D_RFB_%d",ipt),nRapRFB,rapArrRFBNum);
		h1D_RFB[ipt]->Sumw2();
		for (int iy=0; iy <nRapRFB; iy ++ ){ 
			cout << iy<< "th RFB calcul" <<endl;
			tmpFWval[iy] = h1D_corrY_tot[ipt]->GetBinContent(nRap-iy); 
			tmpFWerr[iy] = h1D_corrY_tot[ipt]->GetBinError(nRap-iy); 
			tmpBWval[iy] = h1D_corrY_tot[ipt]->GetBinContent(rap_init+iy+1); 
			tmpBWerr[iy] = h1D_corrY_tot[ipt]->GetBinError(rap_init+iy+1); 
			DivideValue(tmpFWval[iy],tmpFWerr[iy],tmpBWval[iy],tmpBWerr[iy],&actval[iy],&acterr[iy]);
			h1D_RFB[ipt]->SetBinContent(nRapRFB-iy,actval[iy]);	
			h1D_RFB[ipt]->SetBinError(nRapRFB-iy,acterr[iy]);	
		}
	}	
	
	//////////////////////////////////////////////////////////////////
	TLegend *legUR = new TLegend(0.52, 0.75, 0.86, 0.92); //upper left
	TLegend *legUL = new TLegend(0.16, 0.75, 0.45, 0.94, NULL, "brNDC");
	//TLegend *legBL = new TLegend(0.17,0.17,0.42,0.38,NULL,"brNDC");
	TLegend *legBL = new TLegend(0.16,0.17,0.42,0.38,NULL,"brNDC");
//	TLegend *legBR = new TLegend(0.54, 0.17, 0.87, 0.39); //upper left
	TLegend *legBR = new TLegend(0.51, 0.17, 0.85, 0.37); //upper left
	SetLegendStyle(legUR);
	SetLegendStyle(legUL);
	SetLegendStyle(legBL);
	SetLegendStyle(legBR);
	legBR->SetTextSize(0.037);
	 	
	//globtex box for beam, rapidity, pT info
	TLatex* globtex = new TLatex();
	globtex->SetNDC();
	//globtex->SetTextAlign(12); //1:left, 2:vertical center
  globtex->SetTextAlign(32); //3:right 2:vertical center
  globtex->SetTextFont(42);
	globtex->SetTextSize(0.04);

	// --- Draw histograms
		
	// ---- prompt
	TCanvas* c1 = new TCanvas("c1","c1",200,10,600,600);
	c1->cd();
	
	// --- scaling for drawing norm.
//	h1D_RFB[lowpt_init]->Scale(scalePR_lowpt);
//	h1D_RFB[highpt_init]->Scale(scalePR_highpt);
	string ptArr_lowpt;
	string ptArr_highpt;
	formPtArr(ptArrNum[lowpt_init], ptArrNum[highpt_init], &ptArr_lowpt);
	formPtArr(ptArrNum[highpt_init], ptArrNum[nPt], &ptArr_highpt);
	
	//////////////////////////////////////////////
	/// convert to TGraphErrors	
	
	//lowpt
	TGraphAsymmErrors* gRFB_lowpt = new TGraphAsymmErrors(h1D_RFB[lowpt_init]); 
	gRFB_lowpt->SetName("gRFB_lowpt");
	for (int iy=0; iy <nRapRFB; iy ++ ){ 
		gRFB_lowpt->	SetPointEXlow(iy, ex[iy]);
		gRFB_lowpt->	SetPointEXhigh(iy, ex[iy]);
		gRFB_lowpt->GetPoint(iy, pxtmp_lowpt[iy], pytmp_lowpt[iy]);
		eytmp[iy] = gRFB_lowpt-> GetErrorY(iy);
	}	
	
	//sys_lowpt
	TGraphAsymmErrors* gRFB_sys_lowpt = new TGraphAsymmErrors(h1D_RFB[lowpt_init]); 
	gRFB_sys_lowpt->SetName("gRFB_sys_lowpt");
	for (int iy=0; iy <nRapRFB; iy ++ ){ 
		//abs err calcul.
		eysys_lowpt[iy]=eysysrel_lowpt[iy]*pytmp_lowpt[iy];
		gRFB_sys_lowpt->SetPointError(iy, exsys[iy], exsys[iy], eysys_lowpt[iy], eysys_lowpt[iy]);
		cout << "pytmp_lowpt["<<iy<<"] = " << pytmp_lowpt[iy]<<endl;
		cout << "eytmp_lowpt["<<iy<<"] = " << eytmp[iy]<<endl;
		cout << "eysys_lowpt["<<iy<<"] = " << eysys_lowpt[iy]<<endl;
	}	

	//highpt
	TGraphAsymmErrors* gRFB_highpt = new TGraphAsymmErrors(h1D_RFB[highpt_init]); 
	gRFB_highpt->SetName("gRFB_highpt");
	for (int iy=0; iy <nRapRFB; iy ++ ){ 
		gRFB_highpt->	SetPointEXlow(iy, ex[iy]);
		gRFB_highpt->	SetPointEXhigh(iy, ex[iy]);
		gRFB_highpt->GetPoint(iy, pxtmp_highpt[iy], pytmp_highpt[iy]);
		gRFB_highpt->SetPoint(iy, pxtmp_highpt[iy]+pxshift, pytmp_highpt[iy]);
		eytmp[iy] = gRFB_highpt-> GetErrorY(iy);
	}	
	
	//sys_highpt
	TGraphAsymmErrors* gRFB_sys_highpt = new TGraphAsymmErrors(h1D_RFB[highpt_init]); 
	gRFB_sys_highpt->SetName("gRFB_sys_highpt");
	for (int iy=0; iy <nRapRFB; iy ++ ){ 
		//abs err calcul.
		eysys_highpt[iy]=eysysrel_highpt[iy]*pytmp_highpt[iy];
		gRFB_sys_highpt->GetPoint(iy, pxtmp_highpt[iy], pytmp_highpt[iy]);
		gRFB_sys_highpt->SetPoint(iy, pxtmp_highpt[iy]+pxshift, pytmp_highpt[iy]);
		gRFB_sys_highpt->SetPointError(iy, exsys[iy], exsys[iy], eysys_highpt[iy], eysys_highpt[iy]);
		cout << "pytmp_highpt["<<iy<<"] = " << pytmp_highpt[iy]<<endl;
		cout << "eytmp_highpt["<<iy<<"] = " << eytmp[iy]<<endl;
		cout << "eysys_highpt["<<iy<<"] = " << eysys_highpt[iy]<<endl;
	}	
	
	gRFB_sys_lowpt->GetXaxis()->SetTitle("|y_{CM}|");	
	gRFB_sys_lowpt->GetXaxis()->CenterTitle();	
	gRFB_sys_lowpt->GetYaxis()->SetTitle("R_{FB}");	
//	gRFB_sys_lowpt->GetXaxis()->SetLimits(0.,1.93);	
	gRFB_sys_lowpt->GetXaxis()->SetLimits(0.,2.2);	
	//gRFB_sys_lowpt->SetMinimum(0.0);	
	//gRFB_sys_lowpt->SetMaximum(1.4);	
	gRFB_sys_lowpt->SetMinimum(0.5);
	gRFB_sys_lowpt->SetMaximum(1.15);
	gRFB_sys_lowpt->SetFillColor(kRed-9);	
	//gRFB_sys_lowpt->SetFillStyle(3001);
	gRFB_sys_lowpt->Draw("A2");
	
	gRFB_sys_highpt->SetFillColor(kTeal-9);
	//gRFB_sys_highpt->SetFillStyle(3001);
	gRFB_sys_highpt->Draw("2");
	
	SetGraphStyle(gRFB_lowpt, 1, 3);
	gRFB_lowpt->SetMarkerSize(1.2);
	gRFB_lowpt->Draw("P");	
	
	SetGraphStyle(gRFB_highpt, 0, 5);
	gRFB_highpt->SetMarkerSize(1.9);
	gRFB_highpt->Draw("P");	
	
//	dashedLine(0.,1.,1.93,1.,1,1);
	dashedLine(0.,1.,2.2,1.,1,1);
	//if (isPrompt) legBR -> SetHeader("Prompt J/#psi");
	//else legBR -> SetHeader("Non-prompt J/#psi");
	legBR -> AddEntry(gRFB_lowpt,Form("%s",ptArr_lowpt.c_str()));
	legBR -> AddEntry(gRFB_highpt,Form("%s",ptArr_highpt.c_str()));
	legBR->Draw();
//	latex->SetTextSize(0.05);
//	latex->DrawLatex(0.54, 0.35, cmsstring.c_str());	
//	latex->SetTextSize(0.04);
//	latex->DrawLatex(0.56, 0.27, beamstring.c_str());
//	latex->SetTextSize(0.04);
//	latex->DrawLatex(0.56, 0.20, lumistring.c_str());
	globtex->SetTextSize(0.045);
	globtex->SetTextFont(62);
	if (isPrompt) globtex->DrawLatex(0.88, 0.86, "Prompt J/#psi");
	else globtex->DrawLatex(0.88, 0.86, "Non-prompt J/#psi");
	CMS_lumi( c1, iPeriod, iPos );
	c1->Update();
	c1->SaveAs(Form("RFB_%s/RFB_rap_isPrompt%d_%s.pdf",dirName,(int)isPrompt,runstring.c_str()));
	c1->SaveAs(Form("RFB_%s/RFB_rap_isPrompt%d_%s.png",dirName,(int)isPrompt,runstring.c_str()));
	
	///////////////////////////////////////////////////////////////////
	// save as a root file
	TFile *outFile = new TFile(Form("RFB_%s/RFB_rap_isPrompt%d.root",dirName,(int)isPrompt),"RECREATE");
	outFile->cd();
	gRFB_sys_lowpt->Write();	
	gRFB_lowpt->Write();	
	gRFB_sys_highpt->Write();	
	gRFB_highpt->Write();	
	outFile->Close();
	
	
	return;

} // end of main func.
Exemplo n.º 2
0
void plot_eff(void){

	double Eff_Zee_XML[] = {39.7214,38.8696,93.6765,51.5404,13.719};
	double Eff_Zee_XML_err[] = {0.252063,0.251102,0.125374,0.257442,0.177229};
	double Eff_Zuu_XML[] = {40.1903,39.4074,94.1036,51.6524,13.849};
	double Eff_Zuu_XML_err[] = {0.232544,0.23177,0.111726,0.237024,0.163832};
	double Eff_Zee_EML[] = {45.5494,43.2493,88.7815,64.0103,20.0086};
	double Eff_Zee_EML_err[] = {0.460514,0.458115,0.291829,0.443827,0.369938};
	double Eff_Zuu_EML[] = {46.0007,43.3616,89.3255,64.1872,19.5724};
	double Eff_Zuu_EML_err[] = {0.427924,0.425499,0.265126,0.411655,0.340655};
	double Eff_Zee_FML[] = {37.0989,36.8988,95.8792,45.9292,10.8888};
	double Eff_Zee_FML_err[] = {0.299645,0.29931,0.123296,0.309117,0.19322};
	double Eff_Zuu_FML[] = {37.6384,37.6708,96.2022,46.1471,11.3352};
	double Eff_Zuu_FML_err[] = {0.275672,0.275719,0.108763,0.283659,0.180389};
	double Eff_Zee_XLH[] = {30.8201,35.0276,94.0576,12.4058,4.30321};
	double Eff_Zee_XLH_err[] = {0.161678,0.167037,0.0827788,0.115423,0.0710539};
	double Eff_Zuu_XLH[] = {31.1368,35.2342,94.1469,12.3076,4.33464};
	double Eff_Zuu_XLH_err[] = {0.148723,0.153428,0.0753954,0.105516,0.0654037};
	double Eff_Zee_ELH[] = {32.3647,35.6655,89.6553,26.6593,8.96672};
	double Eff_Zee_ELH_err[] = {0.293989,0.300992,0.191362,0.277847,0.179525};
	double Eff_Zuu_ELH[] = {32.3288,35.3524,89.9079,26.6647,8.94981};
	double Eff_Zuu_ELH_err[] = {0.271104,0.277093,0.174594,0.256309,0.165458};
	double Eff_Zee_FLH[] = {30.1245,34.7404,96.0402,5.98684,2.20306};
	double Eff_Zee_FLH_err[] = {0.193464,0.200778,0.0822321,0.100039,0.0618946};
	double Eff_Zuu_FLH[] = {30.6086,35.1818,96.0252,5.94575,2.28958};
	double Eff_Zuu_FLH_err[] = {0.177817,0.18425,0.0753784,0.0912414,0.0577095};



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

	TCanvas*cnvs_ZX=new TCanvas;
	TH1F *hFrame_ZX=cnvs_ZX->DrawFrame(0,0,5,100);
	TH1F*geData_ZeeX= new TH1F("geData_ZeeX","geData_ZeeX",5,0,5);

	hFrame_ZX->SetXTitle("Cuts");
	hFrame_ZX->SetYTitle("Efficiency [%]");
	cnvs_ZX->SetGridy();
	int color[5]={kBlue,kRed,kGreen,kMagenta,kYellow};
	TLegend*leg_ZX=new TLegend(0.17,0.6,0.55,0.94);
	leg_ZX->SetFillColor(0);
	leg_ZX->SetShadowColor(0);
	leg_ZX->SetBorderSize(0);
	leg_ZX->SetHeader("2012 Ldt ~ 20fb^{-1}");

	for(int bin = 0; bin < 5; bin++)
	{
		geData_ZeeX->SetBinContent(bin+1,Eff_Zee_XML[bin]);
		geData_ZeeX->SetBinError(bin+1,Eff_Zee_XML_err[bin]);

		SetGraphStyle(geData_ZeeX,22,kRed ,1,1,0);
	}
	const char *names[] = {
			"caloIso", "trackIso",
			"d0s", "relaxedID #rightarrow ID", "all"};
	for(int i = 1; i <= 5; i++) geData_ZeeX->GetXaxis()->SetBinLabel(i, names[i-1]);

// 	geData_ZeeX->Draw("PE same");
	geData_ZeeX->Draw("HIST");

	//leg_ZX->Draw();
	//ATLASLabel(0.2, 0.2, true, kBlack);

	//TLatex l;
	//l.SetNDC();
	//l.SetTextFont(42);
	//l.DrawLatex(0.7, 0.2, "Z + X");




}
void draw_1D_eff_Zvtx1_Zvtx0_pp(TString szBinning="8rap9pt", bool isPrompt=false, bool isLog=false, bool isNoErr=true)
{
	gROOT->Macro("../Style.C");

  double ratiomin = 0.9;
  double ratiomax = 1.1;
  TString szPrompt;
  if (isPrompt) szPrompt = "PR";
  else szPrompt = "NP"; 
  	
	////rap array in yCM (from forward to backward)
	//Double_t rapArrNumFB[] = {1.93, 1.5, 0.9, 0., -0.9, -1.5, -1.93, -2.4, -2.87};// for pt dist.
  Double_t rapArrNumFB[] = {2.4, 1.93, 1.5, 0.9, 0., -0.9, -1.5, -1.93, -2.4};// for pt dist.
	//Double_t rapArrNumBF[] = {-2.87, -2.4, -1.93, -1.5, -0.9, 0., 0.9, 1.5, 1.93};// for rap dist.
  //Double_t rapArrNumBF[] = {-2.4, -1.93, -1.5, -0.9, 0., 0.9, 1.5, 1.93, 2.4};// for rap dist.
	const Int_t nRap = sizeof(rapArrNumFB)/sizeof(Double_t)-1;
	cout << "nRap = " << nRap << endl;
	Double_t rapBinW[nRap];
	for (Int_t iy=0; iy<nRap; iy++) {
		rapBinW[iy] = rapArrNumFB[iy]-rapArrNumFB[iy+1]; 
	}
	////pt array
	Double_t ptArrNum[] = {2.0, 3.0, 4.0, 5.0, 6.5, 7.5, 8.5, 10., 14., 30.}; //8rap9pt
	//Double_t ptArrNum[] = {5.0, 6.5, 10., 30.}; //8rap3pt
	const Int_t nPt = sizeof(ptArrNum)/sizeof(Double_t)-1;
	cout << "nPt = " << nPt << endl;
	Double_t ptBinW[nPt];
	for (Int_t ipt=0; ipt<nPt; ipt++) {
		ptBinW[ipt] = ptArrNum[ipt+1]-ptArrNum[ipt]; 
	}
	//// array TString
	TString rapArr[nRap];
	for (Int_t iy=0; iy<nRap; iy++) {
		formRapArr(rapArrNumFB[iy+1], rapArrNumFB[iy], &rapArr[iy]);
		cout << iy <<"th rapArr = " << rapArr[iy] << endl;
	}
	TString ptArr[nPt];
	for (Int_t ipt=0; ipt<nPt; ipt++) {
		formPtArr(ptArrNum[ipt], ptArrNum[ipt+1], &ptArr[ipt]);
		cout << ipt <<"th ptArr = " << ptArr[ipt] << endl;
	}
	
	// --- read-in file
	TFile * f2D_pp01 = new TFile(Form("../FittingResult/totalHist_pp_%s_newcut_nominal_Zvtx1_SF1_noPtWeight.root",szBinning.Data()));
	TFile * f2D_pp02 = new TFile(Form("../FittingResult/totalHist_pp_%s_newcut_nominal_Zvtx0_SF1_noPtWeight.root",szBinning.Data()));

	// --- read-in 2D hist for data reco dist
	TH2D* h2D_pp01 = (TH2D*)f2D_pp01->Get(Form("h2D_Eff_%s_pp",szPrompt.Data()));
	TH2D* h2D_pp02 = (TH2D*)f2D_pp02->Get(Form("h2D_Eff_%s_pp",szPrompt.Data()));
	cout << "h2D_pp01 = " << h2D_pp01 << endl;
	cout << "h2D_pp02 = " << h2D_pp02 << endl;

	const int nbinsX = h2D_pp01->GetNbinsX();
	const int nbinsY = h2D_pp01->GetNbinsY();
	cout << "nbinsX = " << nbinsX << endl;
	cout << "nbinsY = " << nbinsY << endl;
	if (nbinsX != nRap) { cout << " *** Error!!! nbinsX != nRap"; return; };
	if (nbinsY != nPt) { cout << " *** Error!!! nbinsY != nPt"; return; };
	
	// ---  projection to 1D hist
	TH1D* h1D_pp01[nbinsX]; 
	TH1D* h1D_pp02[nbinsX]; 
	//// iy=0 refers to forwards !!! (ordering here)
	for (Int_t iy = 0; iy < nbinsX; iy++) {
		h1D_pp01[iy] = h2D_pp01->ProjectionY(Form("h1D_pp01_%d",iy),nbinsX-iy,nbinsX-iy);
		h1D_pp02[iy] = h2D_pp02->ProjectionY(Form("h1D_pp02_%d",iy),nbinsX-iy,nbinsX-iy);
	}
	
	//////////////////////////////////////////////////////////////////////////////////////
	//////////////////////////////////////////////////////////////////////////////////////
	//// --- set values as zero for unused bins
	//// 8rap9pt pp
	for (Int_t iy = 0; iy < nbinsX; iy++) {
		if (iy>=1 && iy<=6) {
			h1D_pp01[iy]->SetBinContent(1,-532);
			h1D_pp01[iy]->SetBinError(1,0);
			h1D_pp02[iy]->SetBinContent(1,+532);
			h1D_pp02[iy]->SetBinError(1,0);
			h1D_pp01[iy]->SetBinContent(2,-532);
			h1D_pp01[iy]->SetBinError(2,0);
			h1D_pp02[iy]->SetBinContent(2,+532);
			h1D_pp02[iy]->SetBinError(2,0);
		}
		if (iy>=2 && iy<=5) {
			h1D_pp01[iy]->SetBinContent(3,-532);
			h1D_pp01[iy]->SetBinError(3,0);
			h1D_pp02[iy]->SetBinContent(3,+532);
			h1D_pp02[iy]->SetBinError(3,0);
		}
		//if (iy>=2 && iy<=4) {}//pp
    if (iy>=2 && iy<=5) { 
			h1D_pp01[iy]->SetBinContent(4,-532);
			h1D_pp01[iy]->SetBinError(4,0);
			h1D_pp02[iy]->SetBinContent(4,+532);
			h1D_pp02[iy]->SetBinError(4,0);
		}
	}
/*	
  ////// after zero-bin setting, normalize!
	for (Int_t iy = 0; iy < nbinsX; iy++) {
		h1D_pp01[iy]->Scale(1./h1D_pp01[iy]->Integral());
		h1D_pp01[iy]->Scale(1,"width");
		h1D_pp02[iy]->Scale(1./h1D_pp02[iy]->Integral());
		h1D_pp02[iy]->Scale(1,"width");
	}
*/
  
  //// calculate ratio
  TH1D* hRatio_pp[nRap];
	for (Int_t iy = 0; iy < nbinsX; iy++) {
		hRatio_pp[iy]=(TH1D*)h1D_pp01[iy]->Clone(Form("hRatio_pp_%d",iy));
		hRatio_pp[iy]->Divide(h1D_pp02[iy]);
    if (isNoErr) {
      for (int ipt=0; ipt<nbinsY; ipt++) {
        hRatio_pp[iy]->SetBinError(ipt+1,0.);
        cout << iy <<"th rap, "<<ipt<<"th pT, ratio = "<<hRatio_pp[iy]->GetBinContent(ipt+1)<<endl;
      }
    }
  }
	
	//////////////////////////////////////////////////////////////////
	//// Draw plots
	//////////////////////////////////////////////////////////////////
  TGraphAsymmErrors* g_pp01[nbinsX];
  TGraphAsymmErrors* g_pp02[nbinsX];

	TLegend *legBR = new TLegend(0.55, 0.28, 0.86, 0.40);
	SetLegendStyle(legBR);
	 	
	//latex box for beam, rapidity, pT info
	TLatex* latex = new TLatex();
	latex->SetNDC();
	latex->SetTextAlign(12);
	latex->SetTextSize(0.04);

	TCanvas* c01 = new TCanvas("c01","c01",200,10,1600,800);
	c01->Divide(4,2);
	for (Int_t iy = 0; iy < nbinsX; iy++) {
		g_pp01[iy]=new TGraphAsymmErrors(h1D_pp01[iy]);
		g_pp01[iy]->SetName(Form("g_pp01_%d",iy));
		g_pp02[iy]=new TGraphAsymmErrors(h1D_pp02[iy]);
		g_pp02[iy]->SetName(Form("g_pp02_%d",iy));
		
    c01->cd(iy+1);
		if (isLog) gPad->SetLogy(1);
		else gPad->SetLogy(0);
		SetGraphStyle(g_pp01[iy],3,0);
		SetGraphStyle(g_pp02[iy],4,10);
		
		g_pp01[iy]->GetXaxis()->SetTitle("p_{T} (GeV/c)");
		g_pp01[iy]->GetXaxis()->CenterTitle();
		g_pp01[iy]->GetXaxis()->SetLimits(0.0,30.0);
		g_pp01[iy]->GetYaxis()->SetTitle("Efficiency");
		g_pp01[iy]->GetYaxis()->SetRangeUser(0,1.0);
		
		g_pp01[iy]->Draw("AP");
		g_pp02[iy]->Draw("P");
		if (iy==0) {
			legBR -> AddEntry(g_pp01[iy],"z vtx weight","lp");
			legBR -> AddEntry(g_pp02[iy],"no weight","lp");
			legBR->Draw();
			if (isPrompt) latex->DrawLatex(0.19,0.23,"pp Prompt J/#psi");
			else latex->DrawLatex(0.19, 0.23,"pp Nonprompt J/#psi");
		}
		latex->DrawLatex(0.55,0.23,Form("%s",rapArr[iy].Data()));
	}
	c01->Modified();
	c01->Update();
	c01->SaveAs(Form("dir_1D_%s/eff_isPrompt%d_isLog%d_Zvtx1_Zvtx0_pp.pdf",szBinning.Data(),(int)isPrompt,(int)isLog));

  //////////////////////////////////////////////////////////////////
	//// hRatio, and convert to gRatio (TGraphAsymErrors)
	//////////////////////////////////////////////////////////////////
	
  TCanvas* c02 = new TCanvas("c02","c02",200,10,1600,800);
	c02->Divide(4,2);	
	
	TGraphAsymmErrors* gRatio_pp[nbinsX];
	
	for (Int_t iy = 0; iy < nbinsX; iy++) {
		gRatio_pp[iy]=new TGraphAsymmErrors(hRatio_pp[iy]);
		gRatio_pp[iy]->SetName(Form("gRatio_pp_%d",iy));
	  SetGraphStyle(gRatio_pp[iy],1,0);
/*  	for (Int_t ipt=0; ipt<nbinsY; ipt++ ){
			gRatio_pp[iy]->GetPoint(ipt, pxtmp[iy][ipt], pytmp[iy][ipt]);	
			gRatio_pp[iy]->SetPoint(ipt, px[iy][ipt], pytmp[iy][ipt]);
			gRatio_pp[iy]->SetPointEXlow(ipt, ex[ipt]);
			gRatio_pp[iy]->SetPointEXhigh(ipt, ex[ipt]);
		}*/
		c02->cd(iy+1);
		gRatio_pp[iy]->GetXaxis()->SetLimits(0.0,30.0);
		gRatio_pp[iy]->GetXaxis()->CenterTitle();
		gRatio_pp[iy]->SetMinimum(ratiomin);
		gRatio_pp[iy]->SetMaximum(ratiomax);
		gRatio_pp[iy]->GetYaxis()->CenterTitle();
		gRatio_pp[iy]->GetXaxis()->SetTitle("p_{T} (GeV/c)");
		gRatio_pp[iy]->GetYaxis()->SetTitle("[Weight] / [No weight]");
		gRatio_pp[iy]->Draw("AP");
		if (iy==0){
			if (isPrompt) latex->DrawLatex(0.19,0.23,"pp Prompt J/#psi");
			else latex->DrawLatex(0.19, 0.23,"pp Nonprompt J/#psi");
		}
		latex->DrawLatex(0.55,0.23,Form("%s",rapArr[iy].Data()));
		dashedLine(0.,1.,30.,1.,1,1);
	}	
	c02->SaveAs(Form("dir_1D_%s/effRatio_isPrompt%d_isLog%d_Zvtx1_Zvtx0_pp.pdf",szBinning.Data(),(int)isPrompt,(int)isLog));





	return;

} // end of main func.
Exemplo n.º 4
0
void fitRatio_kyo01(bool isPrompt=true, bool isPbp=true, char* dirName="8rap9pt2gev"){
    gRandom->SetSeed(time(0));
		gROOT->Macro("./JpsiStyle.C");

		//latex box for beam, rapidity, pT info
		TLatex* latex = new TLatex();
		latex->SetNDC();
		latex->SetTextAlign(12);
		latex->SetTextSize(0.04);

		string rapArr[nRap];
		for (Int_t iy=0; iy<nRap; iy++) {
			formRapArr(rapArrNumFB[iy+1], rapArrNumFB[iy], &rapArr[iy]);
			cout << iy <<"th rapArr = " << rapArr[iy] << endl;
		}


//    TFile* fin = new TFile(Form("../pPbJPsiAnalysis/2015/004_closure/DataMcReco_8rap9pt/DataMcRecoPt_isPropmt%d.root",(int)isPrompt));//in KNU 
    TFile* fin = new TFile(Form("../004_closure/DataMcReco_%s/DataMcRecoPt_isPropmt%d.root",dirName,(int)isPrompt));//in KNU  //KYO
    string runstring;
    string runstringOverlay;
    if(isPbp) {runstring="Pbp"; runstringOverlay="pPb";}
    else {runstring="pPb"; runstringOverlay="Pbp"; }

    TGraphAsymmErrors* gRatio[nRap];
    TGraphAsymmErrors* gRatioOverlay[nRap];
    for(int iy=0;iy<nRap;iy++){
        gRatio[iy]=(TGraphAsymmErrors*)fin->Get(Form("gRatio_%s_%d",runstring.c_str(),iy));
        gRatioOverlay[iy]=(TGraphAsymmErrors*)fin->Get(Form("gRatio_%s_%d",runstringOverlay.c_str(),iy));
				gRatio[iy]->SetName(Form("gRatio_%d",iy));
				gRatioOverlay[iy]->SetName(Form("gRatioOverlay_%d",iy));
    }

    //TFile* fout= new TFile(Form("ToyGaussian_isPrompt%d_%s.root",(int)isPrompt,runstring.c_str()),"recreate");
    //TFile* fout= new TFile(Form("ToyGaussian_isPrompt%d_%s_kyo01.root",(int)isPrompt,runstring.c_str()),"recreate");//KYO
    TFile* fout= new TFile(Form("fitRatio_isPrompt%d_%s_kyo01.root",(int)isPrompt,runstring.c_str()),"recreate");//KYO

    ////////////////////////////////////////////////////////////
    // Output gaussian parameter histograms

    TH1D* hWeight[nRap];
    // TH1D* hWeightSigma[nRap];
    for(int iy=0;iy<nRap;iy++){
//				if (iy!=0) continue ; //KYO
        hWeight[iy]=new TH1D(Form("hWeight_%s_%d",runstring.c_str(),iy), Form("hWeight_%s_%d",runstring.c_str(),iy), nPtFine, ptFineArrNum);
    //    hWeightSigma[iy]=new TH1D(Form("hWeightSigma_%s_%d",runstring.c_str(),iy), Form("hWeightSigma_%s_%d",runstring.c_str(),iy), nPtFine, ptFineArrNum);
    }
#if 0
    int rapiditybin[nRap],nfpt[nRap];
    double mean[nRap][nPtFine],sigma[nRap][nPtFine];

    TTree* toyGaus[nRap];
    for(int iy=0;iy<nRap;iy++){
        toyGaus[iy]=new TTree(Form("toyGaus%d",iy),Form("rapidity bin %dth",iy));
        toyGaus[iy]->Branch("rapiditybin", &rapiditybin[iy]);
        toyGaus[iy]->Branch("nfpt", &nfpt[iy]);
        toyGaus[iy]->Branch("mean", mean[iy],"mean[nfpt]/D");
        toyGaus[iy]->Branch("sigma", sigma[iy],"sigma[nfpt]/D");
    }
#endif

    ////////////////////////////////////////////////////////////
    // Fitting

//    TF1* fhevi= new TF1("fhevi","[0]/(exp((-x+[1])/[2] +1)+[3])+[4]",0,30);
//    fhevi->SetParameters(-4.795, 1.653, 0.923, 3.018, 2.369);
//    TF1* fexp= new TF1("fexp","[0]/(1+exp([1]*x))+[2]/x",0.0,30.0);//Prompt
    TF1* func[nRap];
   
//    TCanvas* c1 = new TCanvas("c1", "", 1200,1500);
//    c1 -> Divide(3,3);
    TCanvas* c1 = new TCanvas("c1", "", 1600,800); //KYO
    c1 -> Divide(4,2); // KYO
    for(int iy=0;iy<nRap;iy++){
        c1->cd(iy+1);
        if(iy==0 || iy==nRap-1){
            func[iy] = new TF1(Form("func_%d",iy), fitHevi,0.0,30.0,5);
            func[iy]->SetParameters(-4.795, 1.653, 0.923, 3.018, 2.369);
            if(isPrompt==1 && isPbp==0 && iy==0) { 
                //      func[iy]->SetParameters(-51.7167, -0.694876, 0.491544,4.55470,12.1672);
#if 1
                func[iy]->FixParameter(0,-5.17167e+01 );
                func[iy]->FixParameter(1,-6.94876e-01 );
                //func[iy]->FixParameter(2,4.91544e-01 );
                func[iy]->FixParameter(2,9.91544e-01 );
                //func[iy]->FixParameter(3,4.55470e+00 );
                //func[iy]->FixParameter(3,3.55470e+00 );
                //func[iy]->FixParameter(4,1.11672e+01 );
#endif
            }
            else if(isPrompt==1 && isPbp==1 && iy==0) { 
                //func[iy]->FixParameter(0,-5.17167e+01 );
                func[iy]->FixParameter(1,2.06705e+00 );
                func[iy]->FixParameter(2,3.72512e-01 );
                func[iy]->FixParameter(3,3.11521e+00 );
                //func[iy]->FixParameter(4,1.11672e+01 );
            }
           
            else if (isPrompt==0 && isPbp==1 && iy==7) {
                func[iy]->FixParameter(0, -3.40711e+02);
                func[iy]->FixParameter(1, 3.20176e+00); 
                func[iy]->FixParameter(2, 1.09760e+00);
            }


        }  
        //else if(isPrompt==1 && isPbp==0 && iy==4){
        //  func[iy] = new TF1(Form("func_%d",iy), fitHevi,0.0,30.0,5); 
        //  func[iy]->SetParameters(-3.40747e+02,3.32373e+00,6.51294e-01,2.98861e+00,1.14947e+02);
        //} 
        else{
            func[iy] = new TF1(Form("func_%d",iy), fitHevi,0.0,30.0,5); 
            //func[iy]->SetParameters(-3.40711e+02,-2.02319e+00,1.42753e+00,2.98897e+00,1.14958e+02); //yeonju 0509
            func[iy]->SetParameters(-3.40711e+02,-5.20176e+00,1.79760e+00,2.98896e+00,1.14958e+02); //yeonju 0509
            //func[iy]->SetParameters(-3.40747e+02,3.32373e+00,6.51294e-01,2.98861e+00,1.14947e+02); //yeonju
            //yeonju
            if (isPrompt==0 && iy==2) {
                func[iy]->FixParameter(0, -3.40711e+02);
                func[iy]->FixParameter(1, -5.20176e+00); 
                func[iy]->FixParameter(2, 1.79760e+00);
                func[iy]->FixParameter(3, 2.98896);

            } else if (isPrompt==0 && iy==6) {
                func[iy]->FixParameter(0, -3.40711e+02);
                func[iy]->FixParameter(1, 3.20176e+00); 
                func[iy]->FixParameter(2, 1.79760e+00);

            }        
            //KYO
            if (isPrompt && iy==6) {
                func[iy]->FixParameter(0,-3.40743e+02);
                func[iy]->FixParameter(1,-2.56691e+01);
                func[iy]->FixParameter(2,5.14736e+00); 
            }
            else if (isPrompt && (iy==2 || iy==1)) {
                func[iy]->FixParameter(0,-3.40743e+02);
                func[iy]->FixParameter(1,-1.37032e-01);
                func[iy]->FixParameter(2,1.19902);
            }

            /*
               func[iy] = new TF1(Form("func_%d",iy), fitExp,0.0,30.0,3);
               if(isPrompt==0 && isPbp==1 && (iy==2 || iy==3 || iy==4 || iy==5) ) func[iy]->SetParameters(-1.01556e+01,1.51712e-01,2.80282e+01);
               if(isPrompt==0 && isPbp==0 && (iy==2 || iy==3 || iy==4) ) func[iy]->SetParameters(-1.01556e+01,1.51712e-01,2.80282e+01);
               if(isPrompt==1 && isPbp==0 && (iy==3) ) func[iy]->SetParameters(-1.01556e+01,1.51712e-01,2.80282e+01);
               if(isPrompt==1 && isPbp==1 && (iy==3) ) func[iy]->SetParameters(-1.01556e+01,1.51712e-01,2.80282e+01);
               */
        }
        //KYO for TGraphAsymmErrors only
        if (!isPrompt && iy==0){
            func[iy]->SetParameters(-1.04829e+01,-5.38813e+00,2.10443e+00,1.74460e+00,6.89848e+02);
            func[iy]->FixParameter(0,-1.04829e+01);
            func[iy]->FixParameter(1,-5.38813e+00);
            func[iy]->FixParameter(2,2.10443e+00);
        }
        SetGraphStyle(gRatio[iy],2,0);
        SetGraphStyle(gRatioOverlay[iy],4,10);
        func[iy]->SetLineColor(kRed);
        gRatio[iy]->Fit(Form("func_%d",iy));
        gRatio[iy]->Draw("AP");
        gRatioOverlay[iy]->Draw("P");
        //func[iy]->Draw("same");
        if (iy==0){
            if (isPrompt) latex->DrawLatex(0.23,0.23,"Prompt J/#psi Pbp");
            else latex->DrawLatex(0.23, 0.23,"Non-prompt J/#psi Pbp");
        }
        latex->DrawLatex(0.56,0.80,Form("%s",rapArr[iy].c_str()));
        dashedLine(0.,1.,25.,1.,1,1);

        /*
				for(int ifpt=0;ifpt<nPtFine;ifpt++){
            int hBin = gRatio[iy]->FindBin(ptFineArrNum[ifpt+1]-0.1);
            double mean = func[iy]->Eval(ptFineArrNum[ifpt+1]);
            double sigma = gRatio[iy]->GetBinError(hBin) / mean;
            hWeight[iy]->SetBinContent(ifpt+1, mean);
            hWeight[iy]->SetBinError(ifpt+1, sigma);
            //cout <<"x : "<<ptFineArrNum[ifpt+1]-0.01<< ", gRatio bin : " <<hBin << ", Ratio error value : " <<  gRatio[iy]->GetBinError(hBin) << endl;
            //cout << iy+1 << "th rapidity, "<< ifpt<<"th fine ptbin, mean = "<< mean <<", sigma = "<<sigma<<endl;
        }
				*/
    }
    c1 -> Update();

    for(int iy=0;iy<nRap;iy++){
				cout << " **** " <<iy<< "th rap, values at min pT = " <<func[iy]->Eval(minPt[iy])<<endl;	
    }
    
		fout->cd();	
    for(int iy=0;iy<nRap;iy++){
        //hWeight[iy]->Write();
        gRatio[iy]->Write();
        func[iy]->Write();
    }
    c1->Write();
    fout->Close();

}//end of main func.
//// runCode // 0=merged, 1=1stRun, 2=2ndRun
void draw_1D_RFB_ETHF_tworange(char* dirName = "6rap3pt", int runCode=0,  bool isPrompt=false)
{
    gROOT->Macro("./tdrstyle_kyo.C");
    gStyle->SetTitleSize(0.046, "XYZ");
    gStyle->SetEndErrorSize(0);
    gStyle->SetOptTitle(0);
    gStyle->SetPadTopMargin(0.075);
    gStyle->SetPadBottomMargin(0.13); //KYO
    gStyle->SetPadLeftMargin(0.13); //KYO
    gStyle->SetPadRightMargin(0.075);
    gStyle->SetTitleXOffset(1.15);
    gStyle->SetTitleYOffset(1.22);

    writeExtraText = true;
    extraText  = "Preliminary";
    lumi_502TeV  = "34.6 nb^{-1}";
    int iPeriod = 0;
    int iPos=0;

    //double pxshift = 0.5;
    double pxshift = 1.;

    // set info.
    const Double_t br = 0.0593 ;
    const Double_t brErr = 0.0006;
    Double_t lumi_nb;
    Double_t lumi_nb_err;
    Double_t lumi_mub;
    Double_t lumi_mub_err;
    string runstring;
    string lumistring;
    string cmsstring = "CMS preliminary";
    string beamstring = "pPb #sqrt{s_{NN}} = 5.02 TeV";
    if (runCode ==0) {
        runstring = "All";
        lumi_nb =34.622;
        lumi_nb_err=1.2;
    }
    else if (runCode == 1) {
        runstring = "Pbp";    //1stRun
        lumi_nb =20.7;
        lumi_nb_err=0.7;
    }
    else if (runCode == 2) {
        runstring = "pPb";    //2ndRun
        lumi_nb = 14.0;
        lumi_nb_err=0.5;
    }
    else {
        cout << " *** Error!!! choose runCode 0, 1, or 2 " << endl;
        return ;
    }
    lumistring = Form("L_{int} = %.1f nb^{  -1}", lumi_nb);
    lumi_mub = lumi_nb * 1000; // (nb)^{-1} -> {#mub}^{-1}
    lumi_mub_err = lumi_nb_err * 1000; // (nb)^{-1} -> {#mub}^{-1}

    /////////////////////////////////////////////////////////////////////////
    // bin center & systematic uncertainties by hand
    //inh=0 : pT 5-6.5, rap 1.5-1.93
    //inh=1 : pT 6.5-30, rap 1.5-1.93
    //inh=2 : pT 6.5-30, rap 0.9-1.5
    //inh=3 : pT 6.5-30, rap 0.0-0.9
    const int nRap = 6;
    const int nRapTmp = nRap+1;
    const int nPt = 3;
    const int nPtTmp = nPt+1;
    const int nEt = 3;
    const int nEtTmp = nEt+1;
    const int nHist = 4;
    const int nHistTmp = nHist+1;
    Double_t pxtmp[nHist][nEt]; //x point to fill temp
    Double_t pytmp[nHist][nEt]; //y point to fill temp
    Double_t eytmp[nHist][nEt]; //y stat error to fill temp
    Double_t px[nEt] = {9.4, 24.3, 37.2}; // x point
    Double_t ex[nEt] = {0.,0.,0.}; // x stat error
    Double_t exsys[nEt] = {0.5, 0.5, 0.5};; //x sys error
    Double_t eysys[nHist][nEt]; //absolute y sys error
    Double_t eysysrel[nHist][nEt]; //relative y sys error
    Double_t eysysrelPR[nHist][nEt] = {
        {0.05299,0.06155,0.06715}, //1.5-1.93 low
        {0.05088,0.05442,0.05913}, //1.5-1.93
        {0.03741,0.04958,0.04227}, //0.9-1.5
        {0.04425,0.04528,0.05314} //0.0-0.9
    };
    Double_t eysysrelNP[nHist][nEt] = {
        {0.04971,0.06138,0.06459}, // 1.5-1.93 low
        {0.05188,0.05442,0.05999}, //0.5-1.93
        {0.03694,0.04952,0.04221}, //0.9-1.5
        {0.04242,0.04349,0.05162} //0.0-0.9
    };

    for (int inh = 0; inh < nHist; inh++ ) {
        for (int iet = 0; iet < nEt; iet++ ) {
            if (isPrompt) eysysrel[inh][iet] = eysysrelPR[inh][iet];
            else eysysrel[inh][iet] = eysysrelNP[inh][iet];
        }
    }

    //rap array in yCM (from forward to backward)
    Double_t rapArrNumFB[nRapTmp] = {1.93, 1.5, 0.9, 0., -0.9, -1.5, -1.93};// for pt dist.
    //Double_t rapArrNumBF[nRapTmp] = {-1.93, -1.5, -0.9, 0., 0.9, 1.5, 1.93};// for rap dist.
    Double_t rapBinW[nRap];
    for (Int_t iy=0; iy<nRap; iy++) {
        rapBinW[iy] = rapArrNumFB[iy]-rapArrNumFB[iy+1];
        cout << iy <<"th rapBinW = " << rapBinW[iy] <<endl;
    }
    //pt array
    Double_t ptArrNum[nPtTmp] = {5.0, 6.5, 10., 30.}; //6rap3pt
    Double_t ptBinW[nPt];
    for (Int_t ipt=0; ipt<nPt; ipt++) {
        ptBinW[ipt] = ptArrNum[ipt+1]-ptArrNum[ipt];
        cout << ipt <<"th ptBinW = " << ptBinW[ipt] <<endl;
    }
    //ethf array
    Double_t etArrNum[nEtTmp] = {0.0, 20.0, 30.0, 120.0};

    // array string
    string rapArr[nRap];
    for (Int_t iy=0; iy<nRap; iy++) {
        formRapArr(rapArrNumFB[iy+1], rapArrNumFB[iy], &rapArr[iy]);
        cout << iy <<"th rapArr = " << rapArr[iy] << endl;
    }
    string ptArr[nPt];
    for (Int_t ipt=0; ipt<nPt; ipt++) {
        formPtArr(ptArrNum[ipt], ptArrNum[ipt+1], &ptArr[ipt]);
        cout << ipt <<"th ptArr = " << ptArr[ipt] << endl;
    }
    string etArr[nEt];
    for (Int_t i=0; i<nEt; i++) {
        formEtArr(etArrNum[i], etArrNum[i+1], &etArr[i]);
        cout << "etArr["<<i<<"] = "<< etArr[i].c_str() << endl;
    }

    // --- read-in file
    TFile * f2D = new TFile(Form("../fittingResult/total2Dhist_%s.root",dirName));
    cout << "dirName = " << dirName << endl;
    cout << "runCode = " << runCode << ", runstring = " << runstring.c_str() << endl;

    // --- read-in 2D hist for corrected yield
    TH2D* h2D_corrY_Pbp[nEt];
    TH2D* h2D_corrY_pPb[nEt];
    for (int iet=0; iet<nEt; iet++) {
        if (isPrompt) {
            h2D_corrY_Pbp[iet] = (TH2D*)f2D->Get(Form("h2D_corrY_PR_Pbp_%d",iet));
            h2D_corrY_pPb[iet] = (TH2D*)f2D->Get(Form("h2D_corrY_PR_pPb_%d",iet));
        }
        else {
            h2D_corrY_Pbp[iet] = (TH2D*)f2D->Get(Form("h2D_corrY_NP_Pbp_%d",iet));
            h2D_corrY_pPb[iet] = (TH2D*)f2D->Get(Form("h2D_corrY_NP_pPb_%d",iet));
        }
        cout << iet << "th h2D_corrY_Pbp = " << h2D_corrY_Pbp[iet] << endl;
        cout << iet << "th h2D_corrY_pPb = " << h2D_corrY_pPb[iet] << endl;
    }

    const int nbinsX = h2D_corrY_Pbp[0]->GetNbinsX();
    const int nbinsY = h2D_corrY_Pbp[0]->GetNbinsY();
    cout << "nbinsX = " << nbinsX << endl;
    cout << "nbinsY = " << nbinsY << endl;
    if (nbinsX != nRap) {
        cout << " *** Error!!! nbinsX != nRap";
        return;
    };
    if (nbinsY != nPt) {
        cout << " *** Error!!! nbinsY != nPt";
        return;
    };

    // ---  projection to 1D hist
    TH1D* h1D_corrY_Pbp[nEt][nbinsX];
    TH1D* h1D_corrY_pPb[nEt][nbinsX];
    // iy=0 refers to forwards !!! (ordering here)
    for (Int_t iet=0; iet<nEt; iet++) {
        for (Int_t iy = 0; iy < nbinsX; iy++) {
            h1D_corrY_Pbp[iet][iy] = h2D_corrY_Pbp[iet]->ProjectionY(Form("h1D_corrY_Pbp_%d_%d",iet,iy),iy+1,iy+1);
            h1D_corrY_Pbp[iet][iy]->SetName(Form("h1D_corrY_Pbp_%d_%d",iet,iy));
            //for 2nd run
            h1D_corrY_pPb[iet][iy] = h2D_corrY_pPb[iet]->ProjectionY(Form("h1D_corrY_pPb_%d_%d",iet,iy),nbinsX-iy,nbinsX-iy);
            h1D_corrY_pPb[iet][iy]->SetName(Form("h1D_corrY_pPb_%d_%d",iet,iy));
        }
    }

    //////////////////////////////////////////////////////////////////////////////////////
    // 1) merge Pbp+pPb corrected yield
    TH1D* h1D_corrY_tot[nEt][nbinsX];
    for (Int_t iet=0; iet<nEt; iet++) {
        for (Int_t iy = 0; iy < nbinsX; iy++) {
            if (runCode ==0) {
                h1D_corrY_tot[iet][iy] = (TH1D*)h1D_corrY_Pbp[iet][iy]->Clone(Form("h1D_corrY_tot_%d_%d",iet,iy));
                h1D_corrY_tot[iet][iy]->Add(h1D_corrY_pPb[iet][iy]);
            }
            else if (runCode ==1) {
                h1D_corrY_tot[iet][iy] = (TH1D*)h1D_corrY_Pbp[iet][iy]->Clone(Form("h1D_corrY_tot_%d_%d",iet,iy));
            }
            else if (runCode ==2) {
                h1D_corrY_tot[iet][iy] = (TH1D*)h1D_corrY_pPb[iet][iy]->Clone(Form("h1D_corrY_tot_%d_%d",iet,iy));
            }
        }
    }

    //////////////////////////////////////////////////////////////////
    /////////// calculate RFB

    const int nRapRFB = 3;
    TH1D* h1D_RFB_tmp[nEt][nbinsX]; // corrYield with merged pT
    TH1D* h1D_RFB[nEt][nRapRFB]; // actual RFB vs pt

    // bin settingg
    string rapAbsArr[nRap];
    for (Int_t iy=0; iy<nRapRFB; iy++) {
        formAbsRapArr(rapArrNumFB[iy+1], rapArrNumFB[iy], &rapAbsArr[iy]);
        cout << iy <<"th rapAbsArr = " << rapAbsArr[iy] << endl;
    }
    Double_t ptArrRFBNum[] = {5.0, 6.5, 30.};
    const Int_t nPtRFB = sizeof(ptArrRFBNum)/sizeof(Double_t)-1;
    cout << "nPtRFB = " << nPtRFB << endl;

    // merging pT bins (KYO - byHand)
    double tmpPRval01, tmpPRerr01, tmpPRval02, tmpPRerr02;
    double actPRval01, actPRerr01, actPRval02, actPRerr02;
    for (int iet=0; iet<nEt; iet++) {
        for (int iy=0; iy<nRapRFB*2; iy++) {
            h1D_RFB_tmp[iet][iy]= new TH1D(Form("h1D_RFB_tmp_%d_%d",iet,iy),Form("h1D_RFB_tmp_%d_%d",iet,iy),nPtRFB,ptArrRFBNum);
            h1D_RFB_tmp[iet][iy]->Sumw2();
            actPRval01=0;
            actPRval02=0;
            actPRerr01=0;
            actPRerr02=0;
            // 1) pT 5-6.5 GeV
            tmpPRval01=0;
            tmpPRval02=0;
            tmpPRerr01=0;
            tmpPRerr02=0;
            if (iy==0 || iy==nRapRFB*2-1) {
                actPRval01=h1D_corrY_tot[iet][iy]->GetBinContent(1);
                actPRerr01=h1D_corrY_tot[iet][iy]->GetBinError(1);
                h1D_RFB_tmp[iet][iy]->SetBinContent(1,actPRval01);
                h1D_RFB_tmp[iet][iy]->SetBinError(1,actPRerr01);
            } else {
                h1D_RFB_tmp[iet][iy]->SetBinContent(1,0.);
                h1D_RFB_tmp[iet][iy]->SetBinError(1,0.);
            }
            // 2) pT 6.5-30. GeV
            tmpPRval01=0;
            tmpPRval02=0;
            tmpPRerr01=0;
            tmpPRerr02=0;
            tmpPRval01=h1D_corrY_tot[iet][iy]->GetBinContent(2);
            tmpPRerr01=h1D_corrY_tot[iet][iy]->GetBinError(2);
            tmpPRval02=h1D_corrY_tot[iet][iy]->GetBinContent(3);
            tmpPRerr02=h1D_corrY_tot[iet][iy]->GetBinError(3);
            actPRval02=tmpPRval01+tmpPRval02;
            actPRerr02=TMath::Sqrt( TMath::Power(tmpPRerr01,2) + TMath::Power(tmpPRerr02,2) );
            h1D_RFB_tmp[iet][iy]->SetBinContent(2,actPRval02);
            h1D_RFB_tmp[iet][iy]->SetBinError(2,actPRerr02);
        }
    }

    // actual RFB calculation	vs pT!!
    for (int iet=0; iet<nEt; iet++) {
        for (int iy=0; iy<nRapRFB; iy++) {
            h1D_RFB[iet][iy] = (TH1D*)h1D_RFB_tmp[iet][iy]->Clone(Form("h1D_RFB_%d_%d",iet,iy));
            h1D_RFB[iet][iy]->Divide(h1D_RFB_tmp[iet][2*nRapRFB-iy-1]);
            cout << iet<<"th, "<<iy<<"th h1D_RFB = "<<h1D_RFB[iet][iy]<<endl;
        }
    }

    ///////////////////////////////////////////////
    //////// --- RFB vs ETHF : 4 histograms
    //inh=0 : pT 5-6.5, rap 1.5-1.93
    //inh=1 : pT 6.5-30, rap 1.5-1.93
    //inh=2 : pT 6.5-30, rap 0.9-1.5
    //inh=3 : pT 6.5-30, rap 0.0-0.9
    double tmpRFBval01, tmpRFBerr01, tmpRFBval02, tmpRFBerr02, tmpRFBval03, tmpRFBerr03;
    TH1D* h1D_RFB_ETHF[nHist];

    for (int inh=0; inh< nHist; inh++) {
        h1D_RFB_ETHF[inh]= new TH1D(Form("h1D_RFB_ETHF_%d",inh),Form("h1D_RFB_ETHF_%d",inh),nEt,etArrNum);
        h1D_RFB_ETHF[inh]->Sumw2();
        tmpRFBval01=0;
        tmpRFBerr01=0;
        tmpRFBval02=0;
        tmpRFBerr02=0;
        tmpRFBval03=0;
        tmpRFBerr03=0;
        for (int iet=0; iet<nEt; iet++) {
            if (inh==0) {
                tmpRFBval01=h1D_RFB[iet][0]->GetBinContent(1);
                tmpRFBerr01=h1D_RFB[iet][0]->GetBinError(1);
                h1D_RFB_ETHF[inh]->SetBinContent(iet+1,tmpRFBval01);
                h1D_RFB_ETHF[inh]->SetBinError(iet+1,tmpRFBerr01);
            }
            else {
                tmpRFBval01=h1D_RFB[iet][inh-1]->GetBinContent(2);
                tmpRFBerr01=h1D_RFB[iet][inh-1]->GetBinError(2);
                h1D_RFB_ETHF[inh]->SetBinContent(iet+1,tmpRFBval01);
                h1D_RFB_ETHF[inh]->SetBinError(iet+1,tmpRFBerr01);
            }
        }
    }

    //////////////////////////////////////////////////////////////////
    /////////// samey
    //////////////////////////////////////////////////////////////////
    TCanvas* c1 = new TCanvas("c1","c1",600,600);
    c1->cd();

//	TLegend *legBL = new TLegend(0.16, 0.16, 0.43, 0.41); //bottom left
    TLegend *legBL = new TLegend(0.16, 0.16, 0.40, 0.36); //bottom left
    TLegend *legBL2 = new TLegend(0.16, 0.16, 0.40, 0.40); //bottom left
//	TLegend *legUR = new TLegend(0.36, 0.77, 0.89, 0.95); //upper left
    TLegend *legUR = new TLegend(0.34, 0.71, 0.89, 0.88); //upper left
    SetLegendStyle(legBL);
    SetLegendStyle(legBL2);
    //legBL->SetTextSize(0.032);
    legBL->SetTextSize(0.037);
    legBL2->SetTextSize(0.037);

    //globtex box for beam, rapidity, pT info
    TLatex* globtex = new TLatex();
    globtex->SetNDC();
    //globtex->SetTextAlign(12); //1:left, 2:vertical center
    globtex->SetTextAlign(32); //3:right 2:vertical center
    globtex->SetTextFont(42);
    globtex->SetTextSize(0.04);

    // convert to TGraphAsymErrors
    //RFB
    TGraphAsymmErrors*gRFB[nHist];
    for (int inh=0; inh< nHist; inh++) {
        gRFB[inh] = new TGraphAsymmErrors(h1D_RFB_ETHF[inh]);
        gRFB[inh]->SetName(Form("gRFB_%d",inh));
        for (int iet=0; iet<nEt; iet++) {
            gRFB[inh]->GetPoint(iet, pxtmp[inh][iet], pytmp[inh][iet]);
            eytmp[inh][iet] = gRFB[inh] -> GetErrorY(iet);
//			gRFB[inh]->SetPoint(iet, px[iet], pytmp[inh][iet]);
            gRFB[inh]->SetPoint(iet, px[iet]+pxshift*inh, pytmp[inh][iet]);
            gRFB[inh]->SetPointEXlow(iet, ex[inh]);
            gRFB[inh]->SetPointEXhigh(iet, ex[inh]);
        }
    }

    //sys
    TGraphAsymmErrors* gRFB_sys[nHist];
    for (int inh=0; inh< nHist; inh++) {
        gRFB_sys[inh] = new TGraphAsymmErrors(h1D_RFB_ETHF[inh]);
        gRFB_sys[inh]->SetName(Form("gRFB_sys_%d",inh));
        for (int iet=0; iet<nEt; iet++) {
            gRFB_sys[inh]->GetPoint(iet, pxtmp[inh][iet], pytmp[inh][iet]);
            //abs err calcul.
            eysys[inh][iet] = eysysrel[inh][iet]*pytmp[inh][iet];
            //gRFB_sys[inh]->SetPoint(iet, px[iet], pytmp[inh][iet]);
            gRFB_sys[inh]->SetPoint(iet, px[iet]+pxshift*inh, pytmp[inh][iet]);
            gRFB_sys[inh]->SetPointError(iet, exsys[iet], exsys[iet], eysys[inh][iet], eysys[inh][iet]);
            cout << "" << endl;
            cout << "pytmp["<<inh<<"]["<<iet<<"] = " << pytmp[inh][iet]<<endl;
            cout << "eytmp["<<inh<<"]["<<iet<<"] = " << eytmp[inh][iet]<<endl;
            cout << "eysys["<<inh<<"]["<<iet<<"] = " << eysys[inh][iet]<<endl;
        }
    }

    gRFB_sys[0]->GetXaxis()->SetTitle("E_{T}^{HF |#eta|>4} [GeV]");
    gRFB_sys[0]->GetXaxis()->CenterTitle();
    gRFB_sys[0]->GetYaxis()->SetTitle("R_{FB}");
    gRFB_sys[0]->GetXaxis()->SetLimits(0.,50.0);
    gRFB_sys[0]->SetMinimum(0.5);
    gRFB_sys[0]->SetMaximum(1.15);
    gRFB_sys[0]->SetFillColor(kViolet-9);
    gRFB_sys[0]->Draw("A2");
    gRFB_sys[1]->SetFillColor(kTeal-9);
    gRFB_sys[1]->Draw("2");
    gRFB_sys[2]->SetFillColor(kRed-9);
//	gRFB_sys[2]->Draw("2");
    gRFB_sys[3]->SetFillColor(kAzure-9);
//	gRFB_sys[3]->Draw("2");

    SetGraphStyle(gRFB[0], 8, 2); //1.5-1.93 low
    SetGraphStyle(gRFB[1], 0, 5); //1.5-1.93
    SetGraphStyle(gRFB[2], 1, 3); //0.9-1.5
    SetGraphStyle(gRFB[3], 2, 0); //0-0.9
    gRFB[0]->SetMarkerSize(1.6);
    gRFB[0]->Draw("P");
    gRFB[1]->SetMarkerSize(2.1);
    gRFB[1]->Draw("P");

    dashedLine(0.,1.,50.,1.,1,1);
    legBL -> SetHeader ("1.5 < |y_{CM}| < 1.93");
    legBL -> AddEntry(gRFB[0],"5 < p_{T} < 6.5 GeV/c","lp");
    legBL -> AddEntry(gRFB[1],"6.5 < p_{T} < 30 GeV/c","lp");
//	legBL -> AddEntry(gRFB[0],"1.5 < |y_{CM}| < 1.93,   5 < p_{T} < 6.5 GeV/c","lp");
//	legBL -> AddEntry(gRFB[1],"1.5 < |y_{CM}| < 1.93,  6.5 < p_{T} < 30 GeV/c","lp");
//	legBL -> AddEntry(gRFB[2],"0.9 < |y_{CM}| < 1.5,   6.5 < p_{T} < 30 GeV/c","lp");
//	legBL -> AddEntry(gRFB[3],"0.0 < |y_{CM}| < 0.9,   6.5 < p_{T} < 30 GeV/c","lp");
    legBL->Draw();
    globtex->SetTextSize(0.045);
    globtex->SetTextFont(62);
    if (isPrompt) globtex->DrawLatex(0.88, 0.86, "Prompt J/#psi");
    else globtex->DrawLatex(0.88, 0.86, "Non-prompt J/#psi");

    CMS_lumi( c1, iPeriod, iPos );
    c1->Update();
    c1->SaveAs(Form("RFB_%s/RFB_ETHF_samey_isPrompt%d_%s.pdf",dirName,(int)isPrompt,runstring.c_str()));
    c1->SaveAs(Form("RFB_%s/RFB_ETHF_samey_isPrompt%d_%s.png",dirName,(int)isPrompt,runstring.c_str()));
    legBL->Clear();


    //////////////////////////////////////////////////////////////////
    /////////// samept
    //////////////////////////////////////////////////////////////////
    TCanvas* c2 = new TCanvas("c2","c2",600,600);
    c2->cd();

    for (int inh=1; inh< nHist; inh++) {
        for (int iet=0; iet<nEt; iet++) {
            gRFB[inh]->GetPoint(iet, pxtmp[inh][iet], pytmp[inh][iet]);
            eytmp[inh][iet] = gRFB[inh] -> GetErrorY(iet);
            gRFB[inh]->SetPoint(iet, px[iet]+pxshift*(nHist-1-inh), pytmp[inh][iet]);
            //sys
            gRFB_sys[inh]->GetPoint(iet, pxtmp[inh][iet], pytmp[inh][iet]);
            gRFB_sys[inh]->SetPoint(iet, px[iet]+pxshift*(nHist-1-inh), pytmp[inh][iet]);
        }
    }

    gRFB_sys[0]->GetXaxis()->SetTitle("E_{T}^{HF |#eta|>4} [GeV]");
    gRFB_sys[0]->GetXaxis()->CenterTitle();
    gRFB_sys[0]->GetYaxis()->SetTitle("R_{FB}");
    gRFB_sys[0]->GetXaxis()->SetLimits(0.,50.0);
    gRFB_sys[0]->SetMinimum(0.5);
    gRFB_sys[0]->SetMaximum(1.15);
    gRFB_sys[0]->SetFillColor(kViolet-9);
    gRFB_sys[0]->Draw("A2");
    gRFB_sys[1]->SetFillColor(kTeal-9);
    gRFB_sys[1]->Draw("2");
    gRFB_sys[2]->SetFillColor(kRed-9);
//	gRFB_sys[2]->Draw("2");
    gRFB_sys[3]->SetFillColor(kAzure-9);
//	gRFB_sys[3]->Draw("2");

    SetGraphStyle(gRFB[0], 8, 2); //1.5-1.93 low
    SetGraphStyle(gRFB[1], 0, 5); //1.5-1.93
    SetGraphStyle(gRFB[2], 1, 3); //0.9-1.5
    SetGraphStyle(gRFB[3], 2, 0); //0-0.9
    gRFB[0]->SetMarkerSize(1.6);
    gRFB[0]->Draw("P");
    gRFB[1]->SetMarkerSize(2.1);
    gRFB[1]->Draw("P");








    // just for drawing
    gRFB_sys[0]->SetFillColor(kWhite);
    gRFB_sys[0]->Draw("A2");

    gRFB_sys[1]->Draw("2");
    gRFB_sys[2]->Draw("2");
    gRFB_sys[3]->Draw("2");

    gRFB[1]->Draw("P");
    gRFB[2]->Draw("P");
    gRFB[3]->Draw("P");

    dashedLine(0.,1.,50.,1.,1,1);
    legBL2 -> SetHeader ("6.5 < p_{T} < 30 GeV/c");
    legBL2 -> AddEntry(gRFB[3],"0.0 < |y_{CM}| < 0.9","lp");
    legBL2 -> AddEntry(gRFB[2],"0.9 < |y_{CM}| < 1.5","lp");
    legBL2 -> AddEntry(gRFB[1],"1.5 < |y_{CM}| < 1.93","lp");
    legBL2 ->Draw();
    globtex->SetTextSize(0.045);
    globtex->SetTextFont(62);
    if (isPrompt) globtex->DrawLatex(0.88, 0.86, "Prompt J/#psi");
    else globtex->DrawLatex(0.88, 0.86, "Non-prompt J/#psi");

    CMS_lumi( c2, iPeriod, iPos );
    c2->Update();
    c2->SaveAs(Form("RFB_%s/RFB_ETHF_samept_isPrompt%d_%s.pdf",dirName,(int)isPrompt,runstring.c_str()));
    c2->SaveAs(Form("RFB_%s/RFB_ETHF_samept_isPrompt%d_%s.png",dirName,(int)isPrompt,runstring.c_str()));

#if 0
    ///////////////////////////////////////////////////////////////////
    // save as a root file
    TFile *outFile = new TFile(Form("RFB_%s/RFB_ETHF_FWonly_isPrompt%d.root",dirName,(int)isPrompt),"RECREATE");
    outFile->cd();
    for (int inh=0; inh< nHist; inh++) {
        gRFB_sys[inh]->Write();
        gRFB[inh]->Write();
    }
    outFile->Close();
#endif

    return;

} // end of main func.