void DrawGraph(string name, TGraphErrors* graph)
{
TCanvas* canvas = new TCanvas(name.c_str(),"",1200,900);
canvas->SetFillColor(kWhite);
canvas->cd();
TPad* pad = new TPad();
// left right bottom top
pad->SetMargin(0.15,0.05,0.15,0.05);
pad->SetTicks(1,1);
pad->SetFillColor(kWhite);
pad->Draw();
pad->cd();
TGraphErrors* oldgraph = graph;
graph = new TGraphErrors(*graph);
delete oldgraph;
float textsize = 0.055;
graph->SetMinimum(0);
graph->SetMaximum(100);
graph->SetTitle("");
graph->GetXaxis()->SetTitle("#it{m}(#it{K^{#plus}K^{#minus}}) [MeV/#it{c}^{2}]");
graph->GetYaxis()->SetTitle("Efficiency [%]");
graph->SetLineColor(kBlack);
graph->SetLineWidth(1);
graph->SetMarkerSize(1);
graph->SetMarkerStyle(8);
graph->SetMarkerColor(kBlack);
graph->Draw("AP");
graph->GetXaxis()->SetTitleSize(textsize*1.2);
graph->GetYaxis()->SetTitleSize(textsize*1.2);
graph->GetXaxis()->SetLabelSize(textsize);
graph->GetYaxis()->SetLabelSize(textsize);
graph->GetXaxis()->SetTitleFont(132);
graph->GetYaxis()->SetTitleFont(132);
graph->GetXaxis()->SetLabelFont(132);
graph->GetYaxis()->SetLabelFont(132);
graph->GetYaxis()->CenterTitle();
double _blurbx = 0.75;
double _blurby = 0.80;
string _blurbtext = "#splitline{LHCb}{#scale[0.75]{Preliminary}}";
TLatex* _blurb = new TLatex(_blurbx,_blurby,_blurbtext.c_str());
_blurb->SetTextFont(132);
_blurb->SetTextColor(1);
_blurb->SetNDC(kTRUE);
_blurb->SetTextAlign(11);
_blurb->SetTextSize(0.07);
_blurb->Draw();
canvas->SaveAs((name+".pdf").c_str());
canvas->Write();
}
void RDK2AnalysisPlotter::makeEPGPlot(CoDet detType)
{
gROOT->cd();
TCanvas* theCanvas;
TPad* mainPad;
TPad* titlePad;
TPad* gEPad;
TPad* detPad;
TPad* gEPadSubs[3];
int numTitleLines=getTitleBoxLines( detType);
int canvasNumPixelsYPlot=600;
int canvasNumPixelsYPlots=2*canvasNumPixelsYPlot;
int canvasNumPixelsYTitle=40*numTitleLines;
int canvasNumPixelsY=canvasNumPixelsYPlots+canvasNumPixelsYTitle;
theCanvas = new TCanvas("EPGExpMCAnalysisComparisonPlot","EPGExpMCAnalysisComparisonPlot",10,10,1200,canvasNumPixelsY);
mainPad=(TPad*) theCanvas->GetPad(0);
double ylow,yhigh;
yhigh=1;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY;
titlePad=new TPad("titlePad", "titlePad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=ylow;
ylow=ylow-canvasNumPixelsYPlot/(double)canvasNumPixelsY;
gEPad=new TPad("gEPad", "gEPad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=ylow;
ylow=0;
detPad=new TPad("detPad", "detPad", 0., ylow, 1., yhigh, -1, 1, 1);
titlePad->Draw();
gEPad->Draw();
detPad->Draw();
// titlePad=(TPad*) theCanvas->GetPad(1);
// gEPad=(TPad*) theCanvas->GetPad(2);
// detPad=(TPad*) theCanvas->GetPad(3);
// egTPad=(TPad*) theCanvas->GetPad(4);
titlePad->SetMargin(0.05,0.0,0.0,0.0);
gEPad->SetMargin(0.05,0.0,0.0,0.05);
if(numExp>1 && numMC>1)
{
gEPad->Divide(2);
gEPadSubs[0]=(TPad*) gEPad->GetPad(1);
TPad* tempPad;
tempPad=(TPad*) gEPad->GetPad(2);
tempPad->Divide(1,2);
gEPadSubs[1]=(TPad*) tempPad->GetPad(1);
gEPadSubs[2]=(TPad*) tempPad->GetPad(2);
TPad* allBasePads[5]={titlePad,gEPadSubs[0],gEPadSubs[1],gEPadSubs[2],detPad};
for (int i = 1;i< 5;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
gEPadSubs[2]->SetLogx();
gEPadSubs[0]->SetMargin(0.15,0.1,.1,0.1);
gEPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
gEPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
//Plot gE
gEPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_COMP);
gEPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_RESID);
gEPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_GEVAR,PLOT_NORMRESID);
}
else
{
TPad* allBasePads[3]={titlePad,gEPad,detPad};
for (int i = 1;i< 3;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
gEPad->SetMargin(0.13,0.1,.1,0.1);
//Plot gE
gEPad->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_COMP);
}
mainPad->SetFillColor(kGray);
///Make Title box
titlePad->cd();
titlePad->SetFillColor(kGray);
TPaveText* titleBox = makeTitleBox( detType);
titleBox->Draw();
detPad->SetMargin(0.1,0.05,.1,0.1);
//Plot det
detPad->cd(); drawPlot(detType, PLOTVAR_GE,PLOT_DETS);
TString coTypeString;
if(detType==DET_EP)
{
coTypeString="EP";
}
else if(detType==DET_EPG)
{
coTypeString="EPG";
}
else if(detType==DET_EPBG)
{
coTypeString="EPBG";
}
TString imagePath=GRAPHS_DIR;
imagePath+="layouts/PlotLayout";
if(numMC) imagePath+="_MC";
for (int i = 0;i< numMC;i++)
{
imagePath+=TString("_")+mc[i]->GetName();
}
if(numExp) imagePath+="_Exp";
for (int i = 0;i< numExp;i++)
{
imagePath+=TString("_")+exp[i]->GetName();
}
imagePath+="_"+coTypeString+"_EPGPlots.pdf";
theCanvas->SaveAs(imagePath);
delete theCanvas;
clearPlotHists();
}
void RDK2AnalysisPlotter::makeEPPlot(CoDet detType)
{
gROOT->cd();
TCanvas* theCanvas;
TPad* mainPad;
TPad* titlePad;
TPad* pTPad;
TPad* eEPad;
TPad* pEPad;
TPad* pTPadSubs[3];
TPad* eEPadSubs[3];
TPad* pEPadSubs[3];
int numTitleLines=getTitleBoxLines( detType);
int canvasNumPixelsYPlot=600;
int canvasNumPixelsYPlots=3*canvasNumPixelsYPlot;
int canvasNumPixelsYTitle=40*numTitleLines;
int canvasNumPixelsY=canvasNumPixelsYPlots+canvasNumPixelsYTitle;
theCanvas = new TCanvas("EPExpMCAnalysisComparisonPlot","EPExpMCAnalysisComparisonPlot",10,10,1200,canvasNumPixelsY);
mainPad=(TPad*) theCanvas->GetPad(0);
double ylow,yhigh;
yhigh=1;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY;
titlePad=new TPad("titlePad", "titlePad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY-canvasNumPixelsYPlot/(double)canvasNumPixelsY;
pTPad=new TPad("pTPad", "pTPad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY-canvasNumPixelsYPlot/(double)canvasNumPixelsY;
ylow=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY- 2*canvasNumPixelsYPlot/(double)canvasNumPixelsY;
eEPad=new TPad("eEPad", "eEPad", 0., ylow, 1., yhigh, -1, 1, 1);
yhigh=1.-canvasNumPixelsYTitle/(double)canvasNumPixelsY-2*canvasNumPixelsYPlot/(double)canvasNumPixelsY;
ylow=0;
pEPad=new TPad("pEPad", "pEPad", 0., ylow, 1., yhigh, -1, 1, 1);
titlePad->Draw();
pTPad->Draw();
eEPad->Draw();
pEPad->Draw();
// titlePad=(TPad*) theCanvas->GetPad(1);
// pTPad=(TPad*) theCanvas->GetPad(2);
// eEPad=(TPad*) theCanvas->GetPad(3);
// pEPad=(TPad*) theCanvas->GetPad(4);
titlePad->SetMargin(0.05,0.0,0.0,0.0);
pTPad->SetMargin(0.05,0.0,0.0,0.05);
pEPad->SetMargin(0.05,0.0,0.0,0.05);
eEPad->SetMargin(0.05,0.0,0.0,0.05);
if(numExp+numMC >1)
{
pTPad->Divide(2);
eEPad->Divide(2);
pEPad->Divide(2);
pTPadSubs[0]=(TPad*) pTPad->GetPad(1);
eEPadSubs[0]=(TPad*) eEPad->GetPad(1);
pEPadSubs[0]=(TPad*) pEPad->GetPad(1);
TPad* tempPad;
tempPad=(TPad*) pTPad->GetPad(2);
tempPad->Divide(1,2);
pTPadSubs[1]=(TPad*) tempPad->GetPad(1);
pTPadSubs[2]=(TPad*) tempPad->GetPad(2);
tempPad=(TPad*) pEPad->GetPad(2);
tempPad->Divide(1,2);
pEPadSubs[1]=(TPad*) tempPad->GetPad(1);
pEPadSubs[2]=(TPad*) tempPad->GetPad(2);
tempPad=(TPad*) eEPad->GetPad(2);
tempPad->Divide(1,2);
eEPadSubs[1]=(TPad*) tempPad->GetPad(1);
eEPadSubs[2]=(TPad*) tempPad->GetPad(2);
TPad* allBasePads[10]={titlePad,pTPadSubs[0],pTPadSubs[1],pTPadSubs[2],eEPadSubs[0],eEPadSubs[1],eEPadSubs[2],pEPadSubs[0],pEPadSubs[1],pEPadSubs[2]};
for (int i = 1;i< 10;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
pTPadSubs[0]->SetMargin(0.13,0.1,.1,0.1);
pEPadSubs[0]->SetMargin(0.13,0.1,.1,0.1);
eEPadSubs[0]->SetMargin(0.13,0.1,.1,0.1);
pTPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
pEPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
eEPadSubs[1]->SetMargin(0.1,0.1,.1,0.1);
pTPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
pEPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
eEPadSubs[2]->SetMargin(0.1,0.1,.1,0.1);
//Plot pT
pTPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_COMP);
pTPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_RESID);
pTPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_NORMRESID);
//Plot eE
eEPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_COMP);
eEPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_RESID);
eEPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_NORMRESID);
//Plot pE
pEPadSubs[0]->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_COMP);
pEPadSubs[1]->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_RESID);
pEPadSubs[2]->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_NORMRESID);
}
else
{
TPad* allBasePads[4]={titlePad,pTPad,eEPad,pEPad};
for (int i = 1;i< 4;i++)
{
allBasePads[i]->SetGrid(1,1);
allBasePads[i]->SetTickx(1);
allBasePads[i]->SetTicky(1);
}
pTPad->SetMargin(0.13,0.1,.1,0.1);
pEPad->SetMargin(0.13,0.1,.1,0.1);
eEPad->SetMargin(0.13,0.1,.1,0.1);
pTPad->cd(); drawPlot(detType, PLOTVAR_PT,PLOT_COMP);
eEPad->cd(); drawPlot(detType, PLOTVAR_EE,PLOT_COMP);
pEPad->cd(); drawPlot(detType, PLOTVAR_PE,PLOT_COMP);
}
mainPad->SetFillColor(kGray);
///Make Title box
titlePad->cd();
titlePad->SetFillColor(kGray);
TPaveText* titleBox = makeTitleBox( detType);
titleBox->Draw();
TString coTypeString;
if(detType==DET_EP)
{
coTypeString="EP";
}
else if(detType==DET_EPG)
{
coTypeString="EPG";
}
else if(detType==DET_EPBG)
{
coTypeString="EPBG";
}
TString imagePath=GRAPHS_DIR;
imagePath+="layouts/PlotLayout";
if(numMC>0) imagePath+="_MC";
for (int i = 0;i< numMC;i++)
{
imagePath+=TString("_")+mc[i]->GetName();
}
if(numExp>0) imagePath+="_Exp";
for (int i = 0;i< numExp;i++)
{
imagePath+=TString("_")+exp[i]->GetName();
}
imagePath+="_"+coTypeString+"_EPPlots.pdf";
theCanvas->SaveAs(imagePath);
delete theCanvas;
clearPlotHists();
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas. //
// It also plots the signal as a dashed //
// line and the data with a ratio at the //
// the bottom of data/allBackgrounds //
// //
// This one is supposed to make plots for //
// the paper draft //
// *************************************** //
TCanvas* drawPlots::plotAll_VLQ_paperStyle(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, std::vector<TH1D*> signal, TH1D* data, TGraphAsymmErrors* err, bool doLogAxis, std::string extraTag){
const unsigned int CANVAS_WIDTH = 720;
const unsigned int CANVAS_HEIGHT = 750;
const double RATIOPLOT_YAXIS_TITLE_OFFSET = 0.75;
const double RATIOPLOT_YAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_YAXIS_LABEL_SIZE = 0.09;
const double RATIOPLOT_XAXIS_TITLE_OFFSET = 1.6;
const double RATIOPLOT_XAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_XAXIS_LABEL_SIZE = 0.09;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,CANVAS_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
//canvas->cd();
SetAtlasStyle();
gStyle->SetHistLineWidth(1.);
gStyle->SetErrorX(0);
err->SetLineColor(kWhite);
err->SetLineWidth(0);
// create histogram to store all backgrounds
TH1D* allBackgrounds;
bool gotSomething=false;
for(int c=0; c<signal.size(); c++){
if(signal[c]){
allBackgrounds = (TH1D*)signal[c]->Clone("all_backgrounds");
gotSomething=true;
}
}
if(!gotSomething && data){
allBackgrounds = (TH1D*)data->Clone("all_backgrounds");
gotSomething=true;
}
if(!gotSomething){
for(int b=0; b<histos.size(); b++){
if(histos[b] && !gotSomething){
allBackgrounds = (TH1D*)histos[b]->Clone("all_backgrounds");
gotSomething=true;
}
}
}
if(!gotSomething){
std::cout << "Error: could not find any background, data, or signal for this plot" << std::endl;
return canvas;
}
// set all bins to zero
for(int i=0; i<=allBackgrounds->GetNbinsX()+1; i++)
allBackgrounds->SetBinContent(i,0);
// go through histos and combine the histograms that need to be combined
// WZ stays separate, ttV stays separate, all others become "Other bkg"
TH1D* otherBkgs=0; TH1D* ttbarX=0; TH1D* WZ_Sherpa=0;
for(int cc=0; cc<histos.size(); cc++){
if(histos[cc]){
for(int j=0; j<=allBackgrounds->GetNbinsX()+1; j++){
double binContent=allBackgrounds->GetBinContent(j)+histos[cc]->GetBinContent(j);
allBackgrounds->SetBinContent(j,binContent);
}
if(names[cc]=="ttbarX")
ttbarX=(TH1D*)histos[cc]->Clone("ttbarX_new");
else if(names[cc]=="WZ_Sherpa")
WZ_Sherpa=(TH1D*)histos[cc]->Clone("WZ_new");
else{
if(!otherBkgs)
otherBkgs=(TH1D*)histos[cc]->Clone("other_bkg_new");
else
otherBkgs->Add(histos[cc]);
}
}
}
// make stack of backgrounds, fill backgrounds histogram
THStack* Stack = new THStack();
if(ttbarX){
ttbarX->SetLineColor(kGray);
ttbarX->SetFillColor(kGray);
Stack->Add(ttbarX);
}
if(WZ_Sherpa){
WZ_Sherpa->SetLineColor(kBlue-9);
WZ_Sherpa->SetFillColor(kBlue-9);
Stack->Add(WZ_Sherpa);
}
if(otherBkgs){
otherBkgs->SetLineColor(kOrange-2);
otherBkgs->SetFillColor(kOrange-2);
Stack->Add(otherBkgs);
}
TH1D* backgroundsForRatio = (TH1D*)allBackgrounds->Clone("bkgds_for_ratio");
// create main pad
const double mainPad_ylow = 0.3;
const double mainPad_yhigh = 0.95;
const double mainPad_xlow = 0.;
const double mainPad_xhigh = 0.95;
const double pad_margin_left = 0.2;
const double pad_margin_right = 0.02;
double main_y_max = -99;
double main_y_min = -99;
TPad* mainPad = new TPad("main","main",mainPad_xlow,mainPad_ylow,mainPad_xhigh,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
// find max y
if(allBackgrounds){
int maxBinBkg = allBackgrounds->GetMaximumBin();
double bkgYmax = allBackgrounds->GetBinContent(maxBinBkg);
main_y_max = bkgYmax;
}
if(data){
int maxBinData = data->GetMaximumBin();
double dataYmax = data->GetBinContent(maxBinData);
if(dataYmax > main_y_max) main_y_max = dataYmax;
}
if(main_y_max < .002) main_y_max = .1;
if(doLogAxis){
mainPad->SetLogy();
main_y_min = 0.07;
main_y_max*=60;
}else{
main_y_min = 0.001;
main_y_max*=1.6;
}
// draw axis
allBackgrounds->SetMaximum(main_y_max);
allBackgrounds->SetMinimum(main_y_min);
std::string title = std::string(";") + axisName + ";Events";
std::stringstream binw;
binw<<allBackgrounds->GetBinWidth(1);
std::string width = binw.str();
if (axisName.find("GeV") != std::string::npos){
width += " GeV";
title += " / "+width;
}
allBackgrounds->SetTitle(title.c_str());
allBackgrounds->GetYaxis()->SetTitleOffset(1.4);
allBackgrounds->GetYaxis()->SetTitleSize(0.06);
allBackgrounds->GetXaxis()->SetTitleOffset(1.2);
allBackgrounds->GetYaxis()->SetLabelSize(0.04);
allBackgrounds->GetXaxis()->SetLabelSize(0.04);
allBackgrounds->Draw("hist");
// draw stack with error
Stack->Draw("hist same");
if(err){
err->Draw("E2 same");
}
// make error histograms for the ratio plot
TGraphAsymmErrors* ratioErr = tools::getRatio(err, backgroundsForRatio);
// draw data
if(data)
data->Draw("e same");
// draw signal
if(signal[0]){
signal[0]->SetLineStyle(2);
signal[0]->SetLineColor(kRed+2);//kGreen+3 before
signal[0]->SetLineWidth(5);
signal[0]->Draw("hist same");
}
if(signal.size() > 1){
if(signal[1]){
//signal[1]->SetLineStyle(2);
signal[1]->SetLineColor(kRed+2);
signal[1]->SetLineWidth(4);
signal[1]->Draw("hist same");
}
if(signal.size() > 2){
if(signal[2]){
//signal[2]->SetLineStyle(2);
signal[2]->SetLineColor(kBlue+2);
signal[2]->SetLineWidth(4);
signal[2]->Draw("hist same");
}
}
}
allBackgrounds->Draw("axis same");
// draw legend
float leg_height = 0.3;
float leg_width = 0.2;
float leg_xoffset = 0.74;
float leg_yoffset = 0.77;
TLegend* leg = new TLegend(leg_xoffset,leg_yoffset-leg_height/2,leg_xoffset+leg_width,leg_yoffset+leg_height/2);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(52);
leg->SetTextSize(0.033);
// currently assuming first signal is Tbq (single T production), second is TTS, third is BBS
leg->AddEntry(data, "data 2012");
leg->AddEntry(otherBkgs, "Other bkg.", "f");
leg->AddEntry(WZ_Sherpa, "WZ", "f");
leg->AddEntry(ttbarX, "t#bar{t}+X", "f");
if(signal.size()>1){
if(signal[2])
leg->AddEntry(signal[2], "B#bar{B} (650 GeV)", "l");
if(signal[1])
leg->AddEntry(signal[1], "T#bar{T} (650 GeV)", "l");
}
if(signal[0])
leg->AddEntry(signal[0], "T#bar{b}q (650 GeV)", "l");
leg->AddEntry( err, "Uncertainty", "f");
leg->Draw("lpe");
ATLAS_LABEL(0.24,0.86,1);
myText(0.36, 0.86, 1, .05, "Internal");
char text[]="#sqrt{s}=8 TeV";
myText(0.55,0.77,1,.04, text);
char text_L[]="#int L dt = 20.3 fb^{-1}";
myText(0.5, 0.84,1, .04, text_L);
if(extraTag!=""){
char tag_txt[extraTag.size()];
strcpy(tag_txt, extraTag.c_str());
if(extraTag.size()>15)
myText(0.7, 0.56, 1, .04, tag_txt);
else
myText(0.75, 0.56, 1, .04, tag_txt);
}
char text_tri[]="Trilepton";
myText(0.55, 0.70, 1, .04, text_tri);
/*
double back_int = allBackgrounds->Integral(0,allBackgrounds->GetNbinsX()+1);
int t;
char inText[100];
if(back_int > 10000.)
t=sprintf(inText, "N_{B} = %.3e", back_int);
else
t=sprintf(inText, "N_{B} = %.1f", back_int);
myText(0.24, 0.6, 1, .04, inText);
if(data)
t=sprintf(inText, "N_{D} = %.0f", data->Integral(0,data->GetNbinsX()+1));
else
t=sprintf(inText, "N_{D} = %.0f", 0.);
myText(0.24, 0.7, 1, .04, inText);
*/
canvas->cd();
// Draw Ratio plot
// 1.6 and .4 are the normal ones
double ratio_max = 3.2;
double ratio_min = -.9;
double pad_xlow = 0.;
double pad_xhigh = 0.95;
double pad_ylow = 0.0;
double pad_yhigh = 0.3;
const char* pad_name = "pad";
TPad* pad4ratio = new TPad(pad_name,pad_name,pad_xlow,pad_ylow,pad_xhigh,pad_yhigh);
pad4ratio->SetMargin(pad_margin_left,pad_margin_right,0.46,0.);
pad4ratio->Draw();
pad4ratio->cd();
TH1D* ratioPlot;
if(data)
ratioPlot = (TH1D*)data->Clone("ratio");
else if (signal[0])
ratioPlot = (TH1D*)signal[0]->Clone("ratio"); // just for getting the axis
else if (signal[1])
ratioPlot = (TH1D*)signal[1]->Clone("ratio");
else
return canvas;
ratioPlot->SetTitle("");
ratioPlot->Divide(allBackgrounds);
ratioPlot->GetYaxis()->SetTitle("Data / bkg");
ratioPlot->GetXaxis()->SetTitle(axisName.c_str());
if (data){
// here change ratio_min and ratio_max if the ratio plot is quite flat
double maxDeviation=0;
double minDeviation=10.;
double tempDev=0;
for(int ibin=1; ibin<=allBackgrounds->GetNbinsX(); ibin++){
double binContent = ratioPlot->GetBinContent(ibin);
tempDev=0;
if(binContent>0 && binContent < 10) tempDev = std::abs(binContent-1.);
if(tempDev > maxDeviation) maxDeviation = tempDev;
if(tempDev < minDeviation) minDeviation = tempDev;
}
if(maxDeviation < 0.6){
ratio_max = 1.6;
ratio_min = 0.4;
}
else if(maxDeviation < 0.1){
ratio_max = 1.12;
ratio_min = 0.88;
}
else if(maxDeviation < 0.2){
ratio_max = 1.25;
ratio_min = .75;
}
if(minDeviation > 1.5){
if(minDeviation > 2.)
ratio_max = 2.7;
else
ratio_max = 2.2;
}
ratioPlot->SetMinimum(ratio_min);
ratioPlot->SetMaximum(ratio_max);
}
if(ratioPlot->GetXaxis()->GetNdivisions() > ratioPlot->GetNbinsX())
ratioPlot->GetXaxis()->SetNdivisions(ratioPlot->GetNbinsX());
if(ratioPlot->GetXaxis()->GetNdivisions() > 11)
ratioPlot->GetXaxis()->SetNdivisions(11);
ratioPlot->GetXaxis()->SetLabelSize(RATIOPLOT_XAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetLabelSize(RATIOPLOT_YAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetNdivisions(3);
ratioPlot->GetYaxis()->SetTitleSize(RATIOPLOT_YAXIS_TITLE_SIZE);
ratioPlot->GetYaxis()->SetTitleOffset(RATIOPLOT_YAXIS_TITLE_OFFSET);
ratioPlot->GetXaxis()->SetTitleSize(RATIOPLOT_XAXIS_TITLE_SIZE);
ratioPlot->GetXaxis()->SetTitleOffset(RATIOPLOT_XAXIS_TITLE_OFFSET);
if(data){
ratioPlot->Draw();
// plot horizontal line at y=1
TF1* horizontal = new TF1("horizontal","pol1",-10000,10000);
horizontal->SetParameter(0,1.);
horizontal->SetParameter(1,0.);
horizontal->SetLineColor(kBlack);
horizontal->SetLineStyle(2);
horizontal->SetLineWidth(1);
horizontal->Draw("same");
ratioErr->Draw("E2 same");
}else{ // there is no data
ratioPlot->Draw("axis");
char text[]="NO DATA";
myText(0.4,0.6,1,.15,text);
}
return canvas;
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas //
// just for MC- no ratio and no data. //
// This one includes syst and stat or just //
// stat errors //
// *************************************** //
TCanvas* drawPlots::plot_MC_noRatio_wError(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, TH1D* signal, TH1D* errDown, TH1D* errUp){
const unsigned int MAINPLOT_WIDTH = 800;
const unsigned int MAINPLOT_HEIGHT = 600;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,MAINPLOT_WIDTH,MAINPLOT_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->cd();
double main_y_max = -99;
double main_y_min = -99;
double main_x_max = -99;
double main_x_min = -99;
for(int a=0; a<histos.size(); a++){
GetAxisLimits(histos[a], main_x_min, main_x_max, main_y_min, main_y_max);
}
// create main pad
TPad* mainPad = new TPad("main","main",0.,0.,1.,1.);
mainPad->SetMargin(0.15,0.05,0.15,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
SetAtlasStyle();
THStack* Stack = new THStack();
std::string title = std::string(";") + axisName + ";Events";
Stack->SetTitle(title.c_str());
for(int b=0; b<histos.size(); b++){
histos[b]->SetLineColor(1);
histos[b]->SetFillColor(tools::setColor(names[b]));
Stack->Add(histos[b]);
}
main_y_max = main_y_max*1.5;
Stack->SetMaximum(main_y_max);
Stack->Draw("hist");
errDown->Draw("E2same");
errUp->Draw("E2Same");
signal->SetLineStyle(2);
signal->SetLineColor(kRed);
signal->Draw("hist same");
TLegend* leg = new TLegend(0.7,0.7,0.93,0.9);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->AddEntry(signal, "Signal", "f");
for(int q=0; q<histos.size(); q++){
leg->AddEntry(histos[q], names[q].c_str(), "f");
}
leg->Draw("lpe");
ATLAS_LABEL(0.2,0.85,1);
char text[]="#sqrt{s}=8 TeV";
myText(0.2,0.7,1,text);
return canvas;
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas. //
// It also plots the signal as a dashed //
// line and the data with a ratio at the //
// the bottom of data/allBackgrounds //
// //
// This one is supposed to match the plots //
// make by JP //
// *************************************** //
TCanvas* drawPlots::plotAll_VLQ(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, std::vector<TH1D*> signal, TH1D* data, TGraphAsymmErrors* err, bool isSignalRegion, bool doLogAxis, std::string channel){
const unsigned int CANVAS_WIDTH = 720;
const unsigned int CANVAS_HEIGHT = 750;
const double RATIOPLOT_YAXIS_TITLE_OFFSET = 0.75;
const double RATIOPLOT_YAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_YAXIS_LABEL_SIZE = 0.09;
const double RATIOPLOT_XAXIS_TITLE_OFFSET = 1.6;
const double RATIOPLOT_XAXIS_TITLE_SIZE = 0.11;
const double RATIOPLOT_XAXIS_LABEL_SIZE = 0.09;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,CANVAS_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
canvas->cd();
SetAtlasStyle();
gStyle->SetHistLineWidth(1.);
// create histogram to store all backgrounds
TH1D* allBackgrounds;
bool gotSomething=false;
for(int c=0; c<signal.size(); c++){
if(signal[c]){
allBackgrounds = (TH1D*)signal[c]->Clone("all_backgrounds");
gotSomething=true;
}
}
if(!gotSomething && data)
allBackgrounds = (TH1D*)data->Clone("all_backgrounds");
if(!gotSomething){
for(int b=0; b<histos.size(); b++){
if(histos[b] && !gotSomething){
allBackgrounds = (TH1D*)histos[b]->Clone("all_backgrounds");
gotSomething=true;
}
}
}
if(!gotSomething){
std::cout << "Error: could not find any background, data, or signal for this plot" << std::endl;
return canvas;
}
// set all bins to zero
for(int i=0; i<=allBackgrounds->GetNbinsX()+1; i++)
allBackgrounds->SetBinContent(i,0);
// make stack of backgrounds, fill backgrounds histogram
THStack* Stack = new THStack();
for(int b=0; b<histos.size(); b++){
if(histos[b]){
if(histos[b]->GetEntries() > 0.){
histos[b]->SetLineColor(1);
histos[b]->SetFillColor(tools::setColor(names[b]));
Stack->Add(histos[b]);
for(int j=0; j<=allBackgrounds->GetNbinsX()+1; j++){
double binContent=allBackgrounds->GetBinContent(j)+histos[b]->GetBinContent(j);
allBackgrounds->SetBinContent(j,binContent);
}
}
}
}
TH1D* backgroundsForRatio = (TH1D*)allBackgrounds->Clone("bkgds_for_ratio");
// create main pad
const double mainPad_ylow = 0.3;
const double mainPad_yhigh = 0.95;
const double mainPad_xlow = 0.;
const double mainPad_xhigh = 0.95;
const double pad_margin_left = 0.2;
const double pad_margin_right = 0.02;
double main_y_max = -99;
double main_y_min = -99;
TPad* mainPad = new TPad("main","main",mainPad_xlow,mainPad_ylow,mainPad_xhigh,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
// find max y
if(allBackgrounds){
int maxBinBkg = allBackgrounds->GetMaximumBin();
double bkgYmax = allBackgrounds->GetBinContent(maxBinBkg);
main_y_max = bkgYmax;
}
if(data){
int maxBinData = data->GetMaximumBin();
double dataYmax = data->GetBinContent(maxBinData);
if(dataYmax > main_y_max) main_y_max = dataYmax;
}
if(main_y_max < .002) main_y_max = .1;
if(doLogAxis){
mainPad->SetLogy();
main_y_min = 0.007;
main_y_max*=600;
}else{
main_y_min = 0.001;
main_y_max*=1.6;
}
// draw axis
allBackgrounds->SetMaximum(main_y_max);
allBackgrounds->SetMinimum(main_y_min);
std::string title = std::string(";") + axisName + ";events/bin";
allBackgrounds->SetTitle(title.c_str());
allBackgrounds->GetYaxis()->SetTitleOffset(1.4);
allBackgrounds->GetYaxis()->SetTitleSize(0.06);
allBackgrounds->GetXaxis()->SetTitleOffset(1.2);
allBackgrounds->GetYaxis()->SetLabelSize(0.04);
allBackgrounds->GetXaxis()->SetLabelSize(0.04);
allBackgrounds->Draw("hist");
// draw stack with error
Stack->Draw("hist same");
if(err){
err->Draw("E2 same");
}
// make error histograms for the ratio plot
TGraphAsymmErrors* ratioErr = tools::getRatio(err, backgroundsForRatio);
// draw data
if(!isSignalRegion && data)
data->Draw("e same");
// draw signal
if(signal[0]){
signal[0]->SetLineStyle(2);
signal[0]->SetLineColor(kRed);
signal[0]->SetLineWidth(5);
signal[0]->Draw("hist same");
}
if(signal.size() > 1){
if(signal[1]){
signal[1]->SetLineStyle(2);
signal[1]->SetLineColor(kOrange+7);
signal[1]->SetLineWidth(4);
signal[1]->Draw("hist same");
}
if(signal.size() > 2){
if(signal[2]){
signal[2]->SetLineStyle(2);
signal[2]->SetLineColor(kPink-6);
signal[2]->SetLineWidth(4);
signal[2]->Draw("hist same");
}
}
}
allBackgrounds->Draw("axis same");
// draw legend
float leg_height = 0.45;
float leg_width = 0.2;
float leg_xoffset = 0.74;
float leg_yoffset = 0.7;
TLegend* leg = new TLegend(leg_xoffset,leg_yoffset-leg_height/2,leg_xoffset+leg_width,leg_yoffset+leg_height/2);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(52);
leg->SetTextSize(0.033);
// currently assuming first signal is Tbq (single T production), second is TTS, third is BBS
if(signal[0])
leg->AddEntry(signal[0], "Tbq (650 GeV)", "l");
if(signal.size()>1){
if(signal[1])
leg->AddEntry(signal[1], "TT_{S} (650 GeV)", "l");
if(signal[2])
leg->AddEntry(signal[2], "BB_{S} (650 GeV)", "l");
}
if(!isSignalRegion)
leg->AddEntry(data, "data 2012");
for(int q=0; q<histos.size(); q++){
if(histos[q]){
if(histos[q]->GetEntries() > 0.)
leg->AddEntry(histos[q], plotLists::GetLegendName(names[q]).c_str(), "f");
}
}
leg->Draw("lpe");
ATLAS_LABEL(0.24,0.86,1);
myText(0.36, 0.86, 1, .05, "Internal");
char text[]="#sqrt{s}=8 TeV";
myText(0.55,0.77,1,.04, text);
char text_L[]="#int L dt = 20.3 fb^{-1}";
myText(0.5, 0.84,1, .04, text_L);
if(channel!=""){
char chan_txt[channel.size()-1];
strcpy(chan_txt, (channel.substr(1)).c_str());
myText(0.5, 0.7, 1, .06, chan_txt);
}
char inText[100];
int t;
if(signal[0])
t=sprintf(inText, "N_{Tbq} = %.1f", signal[0]->Integral(0,signal[0]->GetNbinsX()+1));
else
t=sprintf(inText, "N_{Tbq} = %.1f", 0.);
myText(0.24, 0.7, 1, .04, inText);
if(signal.size()>1){
if(signal[1])
t=sprintf(inText, "N_{TTS} = %.1f", signal[1]->Integral(0,signal[1]->GetNbinsX()+1));
else
t=sprintf(inText, "N_{TTS} = %.1f", 0.);
myText(0.24, 0.65, 1, .04, inText);
if(signal.size()>2){
if(signal[2])
t=sprintf(inText, "N_{BBS} = %.1f", signal[2]->Integral(0,signal[2]->GetNbinsX()+1));
else
t=sprintf(inText, "N_{BBS} = %.1f", 0.);
myText(0.24, 0.6, 1, .04, inText);
}
}
double back_int = allBackgrounds->Integral(0,allBackgrounds->GetNbinsX()+1);
if(back_int > 10000.)
t=sprintf(inText, "N_{B} = %.3e", back_int);
else
t=sprintf(inText, "N_{B} = %.1f", back_int);
myText(0.24, 0.75, 1, .04, inText);
if(!isSignalRegion){
if(data)
t=sprintf(inText, "N_{D} = %.0f", data->Integral(0,data->GetNbinsX()+1));
else
t=sprintf(inText, "N_{D} = %.0f", 0.);
myText(0.24, 0.8, 1, .04, inText);
}
canvas->cd();
// Draw Ratio plot
double ratio_max = 1.6;
double ratio_min = 0.4;
double pad_xlow = 0.;
double pad_xhigh = 0.95;
double pad_ylow = 0.0;
double pad_yhigh = 0.3;
const char* pad_name = "pad";
TPad* pad4ratio = new TPad(pad_name,pad_name,pad_xlow,pad_ylow,pad_xhigh,pad_yhigh);
pad4ratio->SetMargin(pad_margin_left,pad_margin_right,0.46,0.);
pad4ratio->Draw();
pad4ratio->cd();
TH1D* ratioPlot;
if(data)
ratioPlot = (TH1D*)data->Clone("ratio");
else if (signal[0])
ratioPlot = (TH1D*)signal[0]->Clone("ratio"); // just for getting the axis
ratioPlot->SetTitle("");
ratioPlot->Divide(allBackgrounds);
ratioPlot->GetYaxis()->SetTitle("Data/MC");
ratioPlot->GetXaxis()->SetTitle(axisName.c_str());
if (data){
// here change ratio_min and ratio_max if the ratio plot is quite flat
double maxDeviation=0;
double tempDev=0;
for(int ibin=1; ibin<=allBackgrounds->GetNbinsX(); ibin++){
tempDev = std::abs(ratioPlot->GetBinContent(ibin)-1.);
if(tempDev > maxDeviation) maxDeviation = tempDev;
}
if(maxDeviation < 0.1){
ratio_max = 1.12;
ratio_min = 0.88;
}
else if(maxDeviation < 0.2){
ratio_max = 1.25;
ratio_min = .75;
}
ratioPlot->SetMinimum(ratio_min);
ratioPlot->SetMaximum(ratio_max);
}
if(ratioPlot->GetXaxis()->GetNdivisions() > ratioPlot->GetNbinsX())
ratioPlot->GetXaxis()->SetNdivisions(ratioPlot->GetNbinsX());
if(ratioPlot->GetXaxis()->GetNdivisions() > 11)
ratioPlot->GetXaxis()->SetNdivisions(11);
ratioPlot->GetXaxis()->SetLabelSize(RATIOPLOT_XAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetLabelSize(RATIOPLOT_YAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetNdivisions(3);
ratioPlot->GetYaxis()->SetTitleSize(RATIOPLOT_YAXIS_TITLE_SIZE);
ratioPlot->GetYaxis()->SetTitleOffset(RATIOPLOT_YAXIS_TITLE_OFFSET);
ratioPlot->GetXaxis()->SetTitleSize(RATIOPLOT_XAXIS_TITLE_SIZE);
ratioPlot->GetXaxis()->SetTitleOffset(RATIOPLOT_XAXIS_TITLE_OFFSET);
if(!isSignalRegion && data){
ratioPlot->Draw();
// plot horizontal line at y=1
TF1* horizontal = new TF1("horizontal","pol1",-10000,10000);
horizontal->SetParameter(0,1.);
horizontal->SetParameter(1,0.);
horizontal->SetLineColor(kBlack);
horizontal->SetLineStyle(2);
horizontal->SetLineWidth(1);
horizontal->Draw("same");
ratioErr->Draw("E2 same");
}else if(isSignalRegion){
ratioPlot->Draw("axis");
char text[]="DATA IS BLIND HERE";
myText(0.4,0.6,1,.15,text);
}else{ // in this case it is not the signal region but there is no data
ratioPlot->Draw("axis");
char text[]="NO DATA";
myText(0.4,0.6,1,.15,text);
}
return canvas;
}
// *************************************** //
// this is a function that takes a set of //
// histograms and draws them on a canvas //
// in a stack, returning the canvas. //
// It also plots the signal as a dashed //
// line and the data with a ratio at the //
// the bottom of data/allBackgrounds //
// *************************************** //
TCanvas* drawPlots::plotAll(std::vector<TH1D*> histos, std::vector<std::string> names, std::string axisName, TH1D* signal, TH1D* data, TH1D* errDown, TH1D* errUp, bool isSignalRegion, bool doLogAxis){
const unsigned int MAINPLOT_WIDTH = 800;
const unsigned int MAINPLOT_HEIGHT = 500;
const unsigned int RATIOPLOT_HEIGHT = 125;
const unsigned int OFFSET = 10;
//LUKE: Title offset and title size are proportional in
//root, so you have to change them together,
//this makes me a sad panda
const double RATIOPLOT_YAXIS_TITLE_OFFSET = 0.4;
const double RATIOPLOT_YAXIS_TITLE_SIZE = 0.14;
const double RATIOPLOT_YAXIS_TICK_LENGTH = 0.01;
const double RATIOPLOT_YAXIS_LABEL_SIZE = 0.15;
const double RATIOPLOT_XAXIS_TITLE_OFFSET = 0.9;
const double RATIOPLOT_XAXIS_TITLE_SIZE = 0.2;
const double RATIOPLOT_XAXIS_TICK_LENGTH = 0.05;
const double RATIOPLOT_XAXIS_LABEL_SIZE = 0.2;
const double CANVAS_HEIGHT = MAINPLOT_HEIGHT+RATIOPLOT_HEIGHT+OFFSET;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,MAINPLOT_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
canvas->cd();
// create main pad
const double mainPad_ylow = (CANVAS_HEIGHT - MAINPLOT_HEIGHT)/CANVAS_HEIGHT;
const double mainPad_yhigh = 1.;
const double pad_margin_left = 0.15;
const double pad_margin_right = 0.05;
double main_y_max = -99;
double main_y_min = -99;
double main_x_max = -99;
double main_x_min = -99;
for(int a=0; a<histos.size(); a++){
if(histos[a]){
if(histos[a]->GetEntries()> 0.){
GetAxisLimits(histos[a], main_x_min, main_x_max, main_y_min, main_y_max);
}
}
}
if(data){
int maxBinData = data->GetMaximumBin();
double dataYmax = data->GetBinContent(maxBinData);
if(dataYmax > main_y_max) main_y_max = dataYmax;
}
// create main pad
TPad* mainPad = new TPad("main","main",0.,mainPad_ylow,1.,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
SetAtlasStyle();
if(doLogAxis)mainPad->SetLogy();
// clone signal or data because one should exist for each plot
TH1D* allBackgrounds;
bool gotSomething=false;
if(signal)
allBackgrounds = (TH1D*)signal->Clone("all_backgrounds");
else if(data)
allBackgrounds = (TH1D*)data->Clone("all_backgrounds");
else{
for(int b=0; b<histos.size(); b++){
if(histos[b] && !gotSomething){
allBackgrounds = (TH1D*)histos[b]->Clone("all_backgrounds");
gotSomething=true;
}
}
}
// set all bins to zero so that you can add all histograms to it
for(int i=0; i<=allBackgrounds->GetNbinsX()+1; i++)
allBackgrounds->SetBinContent(i,0);
THStack* Stack = new THStack();
std::string title = std::string(";") + axisName + ";Events";
Stack->SetTitle(title.c_str());
for(int b=0; b<histos.size(); b++){
if(histos[b]){
if(histos[b]->GetEntries() > 0.){
histos[b]->SetLineColor(1);
histos[b]->SetFillColor(tools::setColor(names[b]));
Stack->Add(histos[b]);
for(int j=0; j<=allBackgrounds->GetNbinsX()+1; j++){
double binContent=allBackgrounds->GetBinContent(j)+histos[b]->GetBinContent(j);
allBackgrounds->SetBinContent(j,binContent);
}
}
}
}
TH1D* backgroundsForRatio = (TH1D*)allBackgrounds->Clone("bkgds_for_ratio");
if(doLogAxis){
main_y_max = main_y_max*10;
if(Stack->GetMinimum()>.1) Stack->SetMinimum(.1);
}
else main_y_max = main_y_max*1.4;
Stack->SetMaximum(main_y_max);
Stack->Draw("hist");
errDown->Draw("E2same");
errUp->Draw("E2Same");
// make error histograms for the ratio plot
TH1D* ratioErrDown = (TH1D*) errDown->Clone("ratio_error_down");
TH1D* ratioErrUp = (TH1D*) errUp->Clone("ratio_error_up");
ratioErrDown->Divide(backgroundsForRatio);
ratioErrUp->Divide(backgroundsForRatio);
if(!isSignalRegion && data)
data->Draw("e same");
if(signal){
signal->SetLineStyle(2);
signal->SetLineColor(kRed);
signal->SetLineWidth(5);
signal->Draw("hist same");
}
TLegend* leg = new TLegend(0.8,0.65,0.95,0.9);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
if(signal)
leg->AddEntry(signal, "Signal", "l");
if(!isSignalRegion)
leg->AddEntry(data, "Data");
for(int q=0; q<histos.size(); q++){
if(histos[q]){
if(histos[q]->GetEntries() > 0.)
leg->AddEntry(histos[q], names[q].c_str(), "f");
}
}
leg->Draw("lpe");
ATLAS_LABEL(0.2,0.85,1);
char text[]="#sqrt{s}=8 TeV";
myText(0.6,0.75,1,.04, text);
char text_L[]="#int L dt = 20.3 fb^{-1}";
myText(0.6, 0.85,1, .04, text_L);
char inText[100];
int t;
if(signal)
t=sprintf(inText, "N_{Signal} = %.1f", signal->Integral(0,signal->GetNbinsX()+1));
else
t=sprintf(inText, "N_{Signal} = %.1f", 0.);
myText(0.2, 0.75, 1, .04, inText);
double back_int = allBackgrounds->Integral(0,allBackgrounds->GetNbinsX()+1);
if(back_int > 10000.)
t=sprintf(inText, "N_{Bkgd} = %.3e", back_int);
else
t=sprintf(inText, "N_{Bkgd} = %.1f", back_int);
myText(0.2, 0.7, 1, .04, inText);
if(!isSignalRegion){
if(data)
t=sprintf(inText, "N_{Data} = %.0f", data->Integral(0,data->GetNbinsX()+1));
else
t=sprintf(inText, "N_{Data} = %.0f", 0.);
myText(0.2, 0.65, 1, .04, inText);
}
canvas->cd();
// Draw Ratio plot
double ratio_max = 1.6;
double ratio_min = 0.4;
const double x_axis_size = 0.4;
const double ratio_pad_height = RATIOPLOT_HEIGHT/CANVAS_HEIGHT;
double pad_xlow = 0.,pad_xhigh = 1.;
double pad_ylow = OFFSET/CANVAS_HEIGHT,pad_yhigh = ratio_pad_height;
const char* pad_name = "pad";
TPad* pad4ratio = new TPad(pad_name,pad_name,pad_xlow,pad_ylow,pad_xhigh,pad_yhigh);
pad4ratio->SetMargin(pad_margin_left,pad_margin_right,x_axis_size,0.);
pad4ratio->Draw();
pad4ratio->cd();
TH1D* ratioPlot;
if(data) ratioPlot = (TH1D*)data->Clone("ratio");
else if(signal) ratioPlot = (TH1D*)signal->Clone("ratio"); // if there is no data then use signal for axis
ratioPlot->SetTitle("");
ratioPlot->GetYaxis()->SetTitle("Data/MC");
ratioPlot->GetXaxis()->SetTitle(axisName.c_str());
if(data){
ratioPlot->Divide(allBackgrounds);
// here change ratio_min and ratio_max if the ratio plot is quite flat
double maxDeviation=0;
double tempDev=0;
for(int ibin=1; ibin<=allBackgrounds->GetNbinsX(); ibin++){
tempDev = std::abs(ratioPlot->GetBinContent(ibin)-1.);
if(tempDev > maxDeviation) maxDeviation = tempDev;
}
if(maxDeviation < 0.1){
ratio_max = 1.12;
ratio_min = 0.88;
}
else if(maxDeviation < 0.2){
ratio_max = 1.25;
ratio_min = .75;
}
ratioPlot->SetMinimum(ratio_min);
ratioPlot->SetMaximum(ratio_max);
}
ratioPlot->GetXaxis()->SetLabelSize(RATIOPLOT_XAXIS_LABEL_SIZE);
ratioPlot->GetXaxis()->SetTickLength(RATIOPLOT_XAXIS_TICK_LENGTH);
ratioPlot->GetYaxis()->SetLabelSize(RATIOPLOT_YAXIS_LABEL_SIZE);
ratioPlot->GetYaxis()->SetTickLength(RATIOPLOT_YAXIS_TICK_LENGTH);
ratioPlot->GetYaxis()->SetNdivisions(3);
ratioPlot->GetYaxis()->SetTitleSize(RATIOPLOT_YAXIS_TITLE_SIZE);
ratioPlot->GetYaxis()->SetTitleOffset(RATIOPLOT_YAXIS_TITLE_OFFSET);
ratioPlot->GetXaxis()->SetTitleSize(RATIOPLOT_XAXIS_TITLE_SIZE);
ratioPlot->GetXaxis()->SetTitleOffset(RATIOPLOT_XAXIS_TITLE_OFFSET);
if(!isSignalRegion && data){
ratioPlot->Draw();
// plot horizontal line at y=1
TF1* horizontal = new TF1("horizontal","pol1",-10000,10000);
horizontal->SetParameter(0,1.);
horizontal->SetParameter(1,0.);
horizontal->SetLineColor(kBlack);
horizontal->SetLineStyle(2);
horizontal->SetLineWidth(1);
horizontal->Draw("same");
ratioErrDown->Draw("E2same");
ratioErrUp->Draw("E2same");
}else if(isSignalRegion){
ratioPlot->Draw("axis");
char text[]="DATA IS BLINDED HERE";
myText(0.4,0.6,1,.2,text);
}else{ // in this case it is not the signal region but there is no data
ratioPlot->Draw("axis");
char text[]="NO DATA";
myText(0.4,0.6,1,.2,text);
}
return canvas;
}
// *************************************** //
// this is a function that draws all //
// backrounds as a grey area, and compares //
// the shape of the backgrounds to that of //
// the signal //
// This one is supposed to match the plots //
// make by JP (Fig 3 of CONF note) //
// *************************************** //
TCanvas* drawPlots::plotShape_VLQ(TH1D* bkgd, std::string axisName, std::vector<TH1D*> signal, bool doLogAxis, std::string channel){
// only drawing shapes so normalize histograms
std::cout << "background integral: " << bkgd->Integral() << std::endl;
bkgd->Scale(1./bkgd->Integral());
for(int ahist=0; ahist<signal.size(); ahist++){
if(signal[ahist]){
std::cout << "scaling signal: " << ahist << " with integral: " << signal[ahist]->Integral() << std::endl;
signal[ahist]->Scale(1./signal[ahist]->Integral());
}
}
const unsigned int CANVAS_WIDTH = 720;
const unsigned int CANVAS_HEIGHT = 750;
TCanvas* canvas = new TCanvas("canvas","canvas",0,0,CANVAS_WIDTH,CANVAS_HEIGHT);
canvas->SetMargin(0.,0.,0.,0.);
canvas->Clear();
canvas->cd();
SetAtlasStyle();
gStyle->SetHistLineWidth(1.);
// create main pad
const double mainPad_ylow = 0.;
const double mainPad_yhigh = 1.;
const double mainPad_xlow = 0.;
const double mainPad_xhigh = 1.;
const double pad_margin_left = 0.16;
const double pad_margin_right = 0.035;
double main_y_max = -99;
double main_y_min = -99;
TPad* mainPad = new TPad("main","main",mainPad_xlow,mainPad_ylow,mainPad_xhigh,mainPad_yhigh);
mainPad->SetMargin(pad_margin_left,pad_margin_right,0.16,.05); // left, right, bottom, top
mainPad->Draw();
mainPad->cd();
// find max y
int maxBinBkg = bkgd->GetMaximumBin();
double bkgYmax = bkgd->GetBinContent(maxBinBkg);
main_y_max = bkgYmax;
// std::cout << "background maximum: " << bkgYmax << std::endl;
if(main_y_max < .002) main_y_max = .1;
if(doLogAxis){
mainPad->SetLogy();
main_y_min = 0.0001;
main_y_max*=500;
}else{
main_y_min = 0.00001;
main_y_max*=1.6;
}
// draw axis
bkgd->SetMaximum(main_y_max);
bkgd->SetMinimum(main_y_min);
std::string title = std::string(";") + axisName + ";Fraction of events";
std::stringstream binw;
binw<<bkgd->GetBinWidth(1);
std::string width = binw.str();
if (axisName.find("GeV") != std::string::npos) width += " GeV";
if(bkgd->GetBinWidth(1) != 1) title += " / "+width;
bkgd->SetTitle(title.c_str());
bkgd->GetYaxis()->SetTitleOffset(1.6);
bkgd->GetXaxis()->SetTitleOffset(1.2);
bkgd->GetYaxis()->SetLabelSize(0.03);
bkgd->GetYaxis()->SetTitleSize(0.045);
bkgd->GetXaxis()->SetTitleSize(0.045);
bkgd->GetXaxis()->SetLabelSize(0.03);
bkgd->SetFillStyle(3354);
bkgd->SetFillColor(kGray+2);
bkgd->SetLineColor(kGray+2);
bkgd->Draw("histf");
// draw signal
if(signal[0]){
std::cout << "printing Tbq" << std::endl;
signal[0]->SetLineStyle(2);
signal[0]->SetLineColor(kRed+2); // kGreen+3 was being used before
signal[0]->SetLineWidth(5);
signal[0]->Draw("hist same");
}
if(signal.size() > 1){
if(signal[1]){
std::cout << "printing TTS" << std::endl;
// signal[1]->SetLineStyle(2);
signal[1]->SetLineColor(kRed+2);
signal[1]->SetLineWidth(4);
signal[1]->Draw("hist same");
}
if(signal.size() > 2){
if(signal[2]){
std::cout << "printing BBS" << std::endl;
// signal[2]->SetLineStyle(2);
signal[2]->SetLineColor(kBlue+2);
signal[2]->SetLineWidth(4);
signal[2]->Draw("hist same");
}
}
}
bkgd->Draw("axis same");
// draw legend
float leg_height = 0.2;
float leg_width = 0.4;
float leg_xoffset = 0.65;
float leg_yoffset = 0.8;
TLegend* leg = new TLegend(leg_xoffset,leg_yoffset-leg_height/2,leg_xoffset+leg_width,leg_yoffset+leg_height/2);
leg->SetFillColor(0);
leg->SetFillStyle(0);
leg->SetBorderSize(0);
leg->SetTextFont(72);
leg->SetTextSize(0.026);
// currently assuming first signal is single T, second is TTS
leg->AddEntry(bkgd,"Background", "f");
if(signal.size()>1){
if(signal.size()>2){
if(signal[2])
leg->AddEntry(signal[2], "B#bar{B} (650 GeV)", "l");
}
if(signal[1])
leg->AddEntry(signal[1], "T#bar{T} (650 GeV)", "l");
}
if(signal[0])
leg->AddEntry(signal[0], "T#bar{b}q (650 GeV)", "l");
leg->Draw("lpe");
ATLAS_LABEL(0.24,0.86,1);
myText(0.26, 0.81, 1, .04, "Internal");
char text[]="#sqrt{s}=8 TeV";
myText(0.48,0.82,1,.03, text);
char text_L[]="Simulation";
myText(0.47, 0.87,1, .03, text_L);
char text_tri[]="Trilepton";
myText(0.485, 0.77, 1, .03, text_tri);
if(channel!=""){
char chan_txt[channel.size()-1];
strcpy(chan_txt, (channel.substr(1)).c_str());
if(channel.size()>10)
myText(0.55, 0.56, 1, .03, chan_txt);
else
myText(0.65, 0.56, 1, .03, chan_txt);
}
canvas->cd();
return canvas;
}
//------------------------------------
//function to fit energy distributions
energyRes* get_res(int snum, Double_t energy, bool do_pion, bool use_f_pion, bool do_fit, bool do_show, bool do_print=false, bool do_batch=false){
Sample* sp = sample_map[snum];
if(!sp) { std::cout << "Sample " << snum << " is not loaded." << std::endl; energyRes* theRes = new energyRes(0,0); return theRes; }
//select correct file
std::string fpre = sp->fpre;
if(do_pion) fpre += "_pion";
else fpre += "_elec";
//make filenames
std::stringstream drawname, fname, piname;
fname << sp->dir << "/" << fpre << "_" << energy << "gev_10k.root";
if(do_pion) piname << "#pi^{-} " << energy << " GeV";
else piname << "e^{-} " << energy << " GeV";
//open file and tree
TFile* _file;
_file = TFile::Open((fname.str()).c_str());
TTree* totalTree = (TTree*)_file->Get("Total");
//default histo settings
//double Emin = 0.1*energies[num]; //lower cut to remove weird peaks near E=zero
double Emin = 0;
double Emax = 2*energy;
int nbins = 100;
//ecal & hcal energies need to be calibrated
get_sampling_factors(snum);
//make tree drawing expressions
//define mip as ecal < 1 gev = 1000 mev
if(use_f_pion) drawname << sp->sam_pion;
else drawname << sp->sam_elec;
if(sp->det==Hcal) drawname << "*(hcal+" << sp->zeroWt << "*zero)/1000";
else drawname << "*ecal/1000";
drawname << ">>htemp(" << nbins << "," << Emin << "," << Emax << ")";
//std::cout << drawname.str() << std::endl;
TH1F* h_res; //to store histos drawn from tree
TF1* gfit;
TF1* gsnL;
TF1* gsnR;
//plotting variables
TCanvas* can;
TPad* pad;
TLegend* leg;
TPaveText* pave;
TPaveText* pave_par;
TLine *aLline;
TLine *aRline;
//create instance of energyRes object
energyRes* theRes = new energyRes(energy,2);
//draw w/ appropriate cut
totalTree->Draw((drawname.str()).c_str(),"","hist goff");
h_res = (TH1F*)gDirectory->Get("htemp");
h_res->SetTitle("");
h_res->GetXaxis()->SetTitle("Energy [GeV]");
h_res->SetLineWidth(2);
h_res->SetLineColor(kBlack);
//names
std::string ofit;
if(do_fit) ofit = "fit";
else ofit = "nofit";
std::stringstream oname;
oname << pdir << "/" << fpre;
if(use_f_pion) oname << "_fpion";
oname << "_response_" << ofit << "_" << energy << "gev";
//get values from histo
Double_t m = h_res->GetMean();
Double_t me = h_res->GetMeanError();
//Double_t m = h_res->GetBinCenter(h_res->GetMaximumBin()); //peak
Double_t s = h_res->GetRMS();
Double_t se = h_res->GetRMSError();
Int_t N = h_res->GetEntries();
std::vector<Double_t> stats(3,0);
std::vector<Double_t> stat_err(3,0);
stats[0] = N;
stat_err[0] = 0;
stats[1] = m;
stat_err[1] = me;
stats[2] = s;
stat_err[2] = se;
//find peak
TSpectrum *spec = new TSpectrum(5);
if(nbins < 100) spec->Search(h_res,6,"nobackground nodraw goff"); //turn off background removal when nbins too small
else spec->Search(h_res,6,"nodraw goff");
Float_t* xpos = spec->GetPositionX();
Float_t* ypos = spec->GetPositionY();
Double_t p = xpos[0];
Double_t ph = ypos[0];
if(do_show) std::cout << "peak: " << p << std::endl;
//setup fitting function & do fit
if (do_fit){
gfit = new TF1("resp","gaus",0,h_res->GetXaxis()->GetXmax());
//if(do_jet){
// gfit->SetParameters(ph,p,s);
// if(m > p) gfit->SetRange(p-1.5*s,p+1.0*s); //high tail
// else gfit->SetRange(p-1.0*s,p+1.5*s); //low tail
//}
//else{
gfit->SetParameters((Double_t)N,m,s);
gfit->SetRange(m-2*s,m+1*s); //fit within 2 std devs
//if(m > p) gfit->SetRange(p-2*s,p+1*s); //high tail
//else gfit->SetRange(p-1*s,p+2*s); //low tail
//}
//formatting
gfit->SetLineColor(kRed);
gfit->SetMarkerColor(kRed);
gfit->SetLineWidth(2);
//fit
h_res->Fit(gfit,"LNQR");
}
//store parameters
theRes->setStats(stats,stat_err);
if(do_fit) theRes->setFit(gfit);
//store histo
h_res->SetDirectory(0);
theRes->setHist(h_res);
std::stringstream muname, signame, musigname, aLname, nLname, aRname, nRname, Nname, chiname;
muname.precision(2);
signame.precision(2);
musigname.precision(3);
aLname.precision(2);
nLname.precision(2);
aRname.precision(2);
nRname.precision(2);
chiname.precision(5);
if (do_fit) {
muname << fixed << "#mu = " << gfit->GetParameter(1) << " #pm " << gfit->GetParError(1);
signame << fixed << "#sigma = " << gfit->GetParameter(2) << " #pm " << gfit->GetParError(2);
musigname << fixed << "#sigma/#mu = " << gfit->GetParameter(2)/gfit->GetParameter(1) << " #pm " <<
gfit->GetParameter(2)/gfit->GetParameter(1) * sqrt( Power(gfit->GetParError(1),2)/Power(gfit->GetParameter(1),2) + Power(gfit->GetParError(2),2)/Power(gfit->GetParameter(2),2) );
//aLname << fixed << "a_{L} = " << gfit->GetParameter(3) << " #pm " << gfit->GetParError(3);
//nLname << fixed << "n_{L} = " << gfit->GetParameter(4) << " #pm " << gfit->GetParError(4);
//aRname << fixed << "a_{R} = " << gfit->GetParameter(5) << " #pm " << gfit->GetParError(5);
//nRname << fixed << "n_{R} = " << gfit->GetParameter(6) << " #pm " << gfit->GetParError(6);
chiname << fixed << "#chi^{2}/ndf = " << gfit->GetChisquare()/gfit->GetNDF();
}
else {
muname << fixed << "Mean = " << m << " #pm " << me;
signame << fixed << "RMS = " << s << " #pm " << se;
musigname << fixed << "RMS/Mean = " << s/m << " #pm " << s/m*sqrt((me*me)/(m*m)+(se*se)/(s*s));
}
Nname << "N = " << N;
//plotting
if (do_show){
can = new TCanvas((oname.str()).c_str(),(oname.str()).c_str(),700,500);
can->cd();
pad = new TPad("graph","",0,0,1,1);
pad->SetMargin(0.12,0.05,0.15,0.05);
pad->Draw();
pad->cd();
//formatting
h_res->SetStats(kTRUE);
gStyle->SetOptStat("mr");
h_res->GetYaxis()->SetTitleSize(32/(pad->GetWh()*pad->GetAbsHNDC()));
h_res->GetYaxis()->SetLabelSize(28/(pad->GetWh()*pad->GetAbsHNDC()));
h_res->GetXaxis()->SetTitleSize(32/(pad->GetWh()*pad->GetAbsHNDC()));
h_res->GetXaxis()->SetLabelSize(28/(pad->GetWh()*pad->GetAbsHNDC()));
h_res->GetYaxis()->SetTickLength(12/(pad->GetWh()*pad->GetAbsHNDC()));
h_res->GetXaxis()->SetTickLength(12/(pad->GetWh()*pad->GetAbsHNDC()));
//plot histo and fit
h_res->Draw("hist");
if(do_fit) gfit->Draw("same");
//determine placing of legend and paves - par pave goes on side with more space
Double_t xmin;
if (m/((h_res->GetXaxis()->GetXmax() + h_res->GetXaxis()->GetXmin())/2) < 1) xmin = 0.65;
else xmin = 0.2;
if(do_fit) { //legend
leg = new TLegend(xmin,0.78,xmin+0.2,0.88);
leg->AddEntry(h_res,"Standalone");
leg->AddEntry(gfit,"Fit");
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetTextSize(0.05);
leg->SetTextFont(42);
leg->Draw("same");
can->Update();
/*
//left line
Double_t bndL = gfit->GetParameter(1) - gfit->GetParameter(2)*gfit->GetParameter(3);
aLline = new TLine(bndL,pad->GetUymin(),bndL,pad->GetUymax());
aLline->SetLineStyle(2);
aLline->SetLineWidth(3);
aLline->SetLineColor(kBlue);
aLline->Draw("same");
//left gaussian
gsnL = new TF1("gsn","gaus",Emin,bndL);
gsnL->SetParameters(gfit->GetParameter(0),gfit->GetParameter(1),gfit->GetParameter(2));
gsnL->SetLineColor(kRed);
gsnL->SetMarkerColor(kRed);
gsnL->SetLineWidth(2);
gsnL->SetLineStyle(2);
gsnL->Draw("same");
//line
Double_t bndR = gfit->GetParameter(1) + gfit->GetParameter(2)*gfit->GetParameter(5);
aRline = new TLine(bndR,pad->GetUymin(),bndR,pad->GetUymax());
aRline->SetLineStyle(2);
aRline->SetLineWidth(3);
aRline->SetLineColor(kBlue);
aRline->Draw("same");
//right gaussian
gsnR = new TF1("gsn","gaus",bndR,Emax);
gsnR->SetParameters(gfit->GetParameter(0),gfit->GetParameter(1),gfit->GetParameter(2));
gsnR->SetLineColor(kRed);
gsnR->SetMarkerColor(kRed);
gsnR->SetLineWidth(2);
gsnR->SetLineStyle(2);
gsnR->Draw("same");
*/
}
//pave
pave = new TPaveText(xmin,0.68,xmin+0.2,0.78,"NDC");
pave->AddText(sp->name.c_str());
pave->AddText((piname.str()).c_str());
pave->SetFillColor(0);
pave->SetBorderSize(0);
pave->SetTextFont(42);
pave->SetTextSize(0.05);
pave->Draw("same");
//par pave
Double_t ymin1;
//if(do_fit) ymin1 = 0.26;
//else ymin1 = 0.51;
ymin1 = 0.47;
pave_par = new TPaveText(xmin,ymin1,xmin+0.2,ymin1+0.05*4,"NDC");
pave_par->AddText((Nname.str()).c_str());
pave_par->AddText((muname.str()).c_str());
pave_par->AddText((signame.str()).c_str());
pave_par->AddText((musigname.str()).c_str());
//if(do_fit){
// pave_par->AddText((aLname.str()).c_str());
// pave_par->AddText((nLname.str()).c_str());
// pave_par->AddText((aRname.str()).c_str());
// pave_par->AddText((nRname.str()).c_str());
// pave_par->AddText((chiname.str()).c_str());
//}
pave_par->SetFillColor(0);
pave_par->SetBorderSize(0);
pave_par->SetTextFont(42);
pave_par->SetTextSize(0.05);
pave_par->Draw("same");
std::cout << "response:" << std::endl;
std::cout << Nname.str() << std::endl;
std::cout << muname.str() << std::endl;
std::cout << signame.str() << std::endl;
std::cout << musigname.str() << std::endl;
if(do_fit){
// std::cout << "aL = " << gfit->GetParameter(3) << " +/- " << gfit->GetParError(3) << std::endl;
// std::cout << "nL = " << gfit->GetParameter(4) << " +/- " << gfit->GetParError(4) << std::endl;
// std::cout << "aR = " << gfit->GetParameter(5) << " +/- " << gfit->GetParError(5) << std::endl;
// std::cout << "nR = " << gfit->GetParameter(6) << " +/- " << gfit->GetParError(6) << std::endl;
std::cout << "chi^2/ndf = " << gfit->GetChisquare()/gfit->GetNDF() << std::endl;
}
if(do_print) can->Print((oname.str()+"."+pformat).c_str(),pformat.c_str());
if(do_batch) _file->Close();
}
else { _file->Close(); }
//return data structure with relevant info
return theRes;
}
//--------------------------------------
//function to calculate sampling factors
std::pair<Double_t,Double_t> g4_sample(int snum, Double_t energy, bool do_pion, bool do_show, bool do_print=false, bool set_val=true){
Sample* sp = sample_map[snum];
if(!sp) { std::cout << "Sample " << snum << " is not loaded." << std::endl; return std::pair<Double_t,Double_t>(0.,0.); }
//select correct file
std::string fpre = sp->fpre;
if(do_pion) fpre += "_pion";
else fpre += "_elec";
//make filenames
std::stringstream drawname, fname, piname;
fname << sp->dir << "/" << fpre << "_" << energy << "gev_10k.root";
if(do_pion) piname << "#pi^{-} " << energy << " GeV";
else piname << "e^{-} " << energy << " GeV";
//open file and tree
TFile* _file;
_file = TFile::Open((fname.str()).c_str());
TTree* totalTree = (TTree*)_file->Get("Total");
//get histo from tree (no display)
//define mip as sam_ecal*ecal < 1 gev = 1000 mev (for pions in HCAL)
if(sp->det==Hcal) drawname << "(hcal+" << sp->zeroWt << "*zero)/1000>>hsam(200)";
else drawname << "(ecal)/1000>>hsam(200)";
totalTree->Draw((drawname.str()).c_str(),"","hist goff");
TH1F* hsam = (TH1F*)gDirectory->Get("hsam");
//use parameters from histo to start fit
TSpectrum* spec = new TSpectrum(5);
spec->Search(hsam,5,"nodraw goff");
Float_t* xpos = spec->GetPositionX();
Float_t* ypos = spec->GetPositionY();
Double_t m = xpos[0];
Double_t me = hsam->GetMeanError();
Double_t N = hsam->GetEntries();
std::stringstream s_mean;
s_mean.precision(3);
Double_t f = energy/m;
Double_t f_err = energy*(me/(m*m));
s_mean << f << " #pm " << f_err;
TPolyMarker* pm = new TPolyMarker(1, xpos, ypos);
hsam->GetListOfFunctions()->Add(pm);
pm->SetMarkerStyle(23);
pm->SetMarkerColor(kRed);
pm->SetMarkerSize(1.3);
std::cout.precision(6);
std::cout << "f_" << (do_pion ? "pion" : "elec") << " = " << f << " +/- " << f_err << std::endl;
//plotting and printing
if (do_show){
TCanvas* can = new TCanvas("sample","sample",700,500);
can->cd();
TPad* pad = new TPad("graph","",0,0,1,1);
pad->SetMargin(0.12,0.05,0.15,0.05);
pad->Draw();
pad->cd();
//formatting
hsam->SetTitle("");
hsam->GetXaxis()->SetTitle("Energy [GeV]");
//hsam->SetStats(kTRUE);
//gStyle->SetOptStat("mr");
hsam->SetLineWidth(2);
hsam->SetLineColor(kBlack);
hsam->GetYaxis()->SetTitleSize(32/(pad->GetWh()*pad->GetAbsHNDC()));
hsam->GetYaxis()->SetLabelSize(28/(pad->GetWh()*pad->GetAbsHNDC()));
hsam->GetXaxis()->SetTitleSize(32/(pad->GetWh()*pad->GetAbsHNDC()));
hsam->GetXaxis()->SetLabelSize(28/(pad->GetWh()*pad->GetAbsHNDC()));
hsam->GetYaxis()->SetTickLength(12/(pad->GetWh()*pad->GetAbsHNDC()));
hsam->GetXaxis()->SetTickLength(12/(pad->GetWh()*pad->GetAbsHNDC()));
hsam->Draw();
std::stringstream Nname;
Nname << "N = " << N;
//determine placing of pave
Double_t xmin;
if (m/((hsam->GetXaxis()->GetXmax() + hsam->GetXaxis()->GetXmin())/2) < 1) xmin = 0.65;
else xmin = 0.2;
//legend
TPaveText *pave = new TPaveText(xmin,0.65,xmin+0.2,0.85,"NDC");
pave->AddText((piname.str()).c_str());
pave->AddText((Nname.str()).c_str());
pave->AddText("Peak sampling factor:");
pave->AddText((s_mean.str()).c_str());
pave->SetFillColor(0);
pave->SetBorderSize(0);
pave->SetTextFont(42);
pave->SetTextSize(0.05);
pave->Draw("same");
if(do_print) {
std::stringstream oname;
oname << pdir << "/" << fpre << "_sample_" << energy << "gev_peak.png";
can->Print((oname.str()).c_str(),"png");
}
}
else _file->Close();
//store value in sample
if(set_val){
if(do_pion) sp->sam_pion = f;
else sp->sam_elec = f;
}
return std::pair<Double_t,Double_t>(f,f_err);
}