void qcd1() {
setTDRStyle();
unsigned int nbins = 8;
std::vector<double> bins;
//bins.push_back(275.);
//bins.push_back(325.);
//for ( int i = 0; i < nbins-2; ++i ) { bins.push_back(375.+100.*i); }
bins.push_back(298.);
bins.push_back(348.);
bins.push_back(416.);
bins.push_back(517.);
bins.push_back(617.);
bins.push_back(719.);
bins.push_back(819.);
bins.push_back(1044.);
std::vector<double> widths;
//widths.push_back(25.);
//widths.push_back(25.);
//for ( int i = 0; i < nbins-2; ++i ) { widths.push_back(50.); }
widths.resize(nbins,0.);
std::vector<double> tr_effs;
tr_effs.resize(nbins,1.);
std::vector<double> tr_errs;
tr_errs.resize(nbins,0.2);
std::vector<double> vals;
vals.push_back(630453600.);
vals.push_back(286166200.);
vals.push_back(209611400.);
vals.push_back(69777150.);
vals.push_back(26101500.);
vals.push_back(20182300.);
vals.push_back(4745175.);
vals.push_back(4776350.);
std::vector<double> errs;
errs.push_back(1181263.323734);
errs.push_back(562792.359579);
errs.push_back(340602.025831);
errs.push_back(98254.312882);
errs.push_back(60093.832878);
errs.push_back(52839.982494);
errs.push_back(25625.390241);
errs.push_back(25701.459103);
TCanvas* c = new TCanvas("tmp","tmp",900,600);
TGraphAsymmErrors* gr1 = new TGraphAsymmErrors(8);
gr1->SetName("Graph1");
gr1->SetTitle("");
gr1->SetFillColor(1);
gr1->SetLineWidth(2);
gr1->SetMarkerStyle(24);
gr1->SetMarkerColor(1);
gr1->SetMarkerSize(2.);
TGraphAsymmErrors* gr2 = new TGraphAsymmErrors(8);
gr2->SetName("Graph2");
gr2->SetTitle("");
gr2->SetFillColor(1);
gr2->SetLineWidth(2);
gr2->SetMarkerStyle(20);
gr1->SetMarkerColor(1);
gr2->SetMarkerSize(1.5);
for ( unsigned int i = 0; i < bins.size(); ++i ) {
double x = bins[i];
double ex = widths[i];
double y = vals[i];
double ey = errs[i];
gr1->SetPoint(i+1,x,y);
gr1->SetPointError(i+1,ex,ex,ey,ey);
std::cout << " HT= " << bins[i] << " yield= " << y << " +/- " << ey << std::endl;
y = y / tr_effs[i];
ey = y * sqrt( (ey/y)*(ey/y) + (tr_errs[i]/tr_effs[i])*(tr_errs[i]/tr_effs[i]) );
gr2->SetPoint(i+1,x,y);
gr2->SetPointError(i+1,ex,ex,ey,ey);
std::cout << " HT= " << bins[i] << " yield= " << y << " +/- " << ey << std::endl;
}
TMultiGraph* mg = new TMultiGraph();
mg->Add(gr1,"p");
mg->Add(gr2,"p");
mg->Draw("ap");
mg->GetXaxis()->SetTitle("H_{T} (GeV)");
mg->GetYaxis()->SetTitle("Bulk yields");
mg->GetYaxis()->SetRangeUser(1.e5,1.e9);
mg->GetXaxis()->SetRangeUser(275.,1175.);
TF1* fit = new TF1("fit","expo",275.,875.);
gr2->Fit(fit,"R");
fit->Draw("same");
TLegend* leg = new TLegend( 0.45, 0.70, 0.85, 0.80 );
leg->SetFillColor(0);
leg->SetLineColor(0);
leg->SetShadowColor(0);
leg->SetTextSize(0.035);
leg->AddEntry(gr1,"Raw counts weighted by prescales","p");
leg->AddEntry(gr2,"Trigger efficiency corrected","p");
leg->Draw("same");
std::stringstream sss;
sss << "CMS, 1.5 fb^{-1}, #sqrt{s} = 8 TeV";
TLatex* tex = new TLatex(0.17,0.88,sss.str().c_str());
tex->SetNDC();
tex->SetTextSize(0.035);
tex->Draw();
//c->SetLogy();
return;
}
void draw_cross(){
Double_t Ecounter[20],yeild[20],flux[20],cross[20];
Double_t yerr1[20],yerr2[20],yerr3[20];
// static Int_t n=3;
/*
Double_t fit(Double_t *x,Double_t *par){
return par[0]+par[1]*x[0];
}
TF1 *fitf = new TF1("fitf",fit,-10,25,2);
*/
y1[0]= 16.86/2.359;
y1[1]= 22.16/4.063;
y1[2]= 27.37/6.23;
y1[3]= 32.83/8.854;
y1[4]= 3.797/1.194;
y1[5]= 5.886/2.89;
y1[6]= 7.973/5.32;
E[0]= 0.8;
y2[0]= 0.7432/2.359*2;
E[1]= 1.05;
y2[1]= 0.9432/4.063*2;
E[2]= 1.25;
y2[2]= 1.17/6.23*2;
E[3]= 1.55;
y2[3]= 1.39/8.854*2.0;
E[4]= 1.8;
y2[4]= 0.16/1.194*2;
E[5]= 2.8;
y2[5]= 0.2506/2.89*2;
E[6]= 3.8;
y2[6]= 0.339/5.32*2;
/*
x[0]= 35;
y1[0]= 0.3178;
y1[1]= (207.0*100.0/26083.0)*0.8726;
y1[2]= (445.0*100.0/26083.0)*0.8726;
y1[3]= (638.0*100.0/26083.0)*0.8726;
y1[4]= (1444.0*100.0/26083.0)*0.8726;
y1[5]= (3139.0*100.0/26083.0)*0.8726;
x[1]= 45;
y2[0]= 0.1356;
y2[1]= (36.0*100.0/14580.0)*0.8726;
y2[2]= (81.0*100.0/14580.0)*0.8726;
y2[3]= (107.0*100.0/14580.0)*0.8726;
y2[4]= (269.0*100.0/14580.0)*0.8726;
y2[5]= (666.0*100.0/14580.0)*0.8726;
x[2]= 55;
y3[0]= 0.0595;
y3[1]= (13.0*100.0/9960.0)*0.8726;
y3[2]= (31.0*100.0/9960.0)*0.8726;
y3[3]= (37.0*100.0/9960.0)*0.8726;
y3[4]= (74.0*100.0/9960.0)*0.8726;
y3[5]= (190.0*100.0/9960.0)*0.8726;
x[3]= 60;
x[4]= 75;
x[5]= 95;
*/
/*
yerr1[0] = 0.0085;
yerr1[1] = 0.0092;
yerr1[2] = 0.0099;
yerr1[3] = 0.0080;
yerr1[4] = 0.0124;
yerr1[5] = 0.0127;
yerr2[0] = 0.097;
yerr2[1] = 0.071;
yerr2[2] = 0.0617;
yerr2[3] = 0.0313;
yerr2[4] = 0.0292;
yerr2[5] = 0.0264;
yerr3[0] = 0.0174;
yerr3[1] = 0.0362;
yerr3[2] = 0.0559;
yerr3[3] = 0.0611;
yerr3[4] = 0.0864;
yerr3[5] = 0.1384;
*/
TMultiGraph *mg = new TMultiGraph("mg","Q2 resolution");
TGraphErrors *g1 = new TGraphErrors(7,x,y1,0,0);
TGraphErrors *g2 = new TGraphErrors(7,x,y2,0,0);
// TGraphErrors *g3 = new TGraphErrors(6,x,y3,0,yerr3);
TCanvas *c11 = new TCanvas("c11","counts vs T",600,600);
// g1->Draw("A*");
g1->SetName("g1");
g1->SetTitle("");
g1->SetMarkerStyle(21);
g1->SetMarkerColor(1);
g1->SetMarkerSize(1.0);
g1->SetDrawOption("AP");
g1->SetLineColor(1);
g1->SetLineWidth(0);
g1->SetFillStyle(0);
g1->GetYaxis()->SetTitle("Q2 resolution (%)");
g1->GetXaxis()->SetTitle("Angle bin (deg)");
g2->SetName("g2");
g2->SetTitle("");
g2->SetMarkerStyle(22);
g2->SetMarkerSize(1.5);
g2->SetMarkerColor(4);
g2->SetDrawOption("P");
g2->SetLineColor(2);
g2->SetLineWidth(0);
g2->SetFillStyle(0);
/*
g3->SetName("g3");
g3->SetMarkerStyle(22);
g3->SetMarkerSize(0.8);
g3->SetMarkerColor(4);
g3->SetDrawOption("P");
g3->SetLineColor(7);
g3->SetLineWidth(2);
g3->SetFillStyle(0);
*/
//mg->Add(g3);
mg->Add(g1);
mg->Add(g2);
//g1->Draw("ALP");
mg->Draw("AP");
mg->GetXaxis()->SetTitle(" Angle bin (deg)");
mg->GetYaxis()->SetTitle(" Q2 resolution (%)");
gPad->Modified();
//mg->GetYaxis()->SetLimits(0,1);
leg = new TLegend(0.1,0.7,0.48,0.9);
leg->AddEntry("g1","Hycal Q2 resolution ");
leg->AddEntry("g2","Gem Q2 resolution");
//leg->AddEntry("g3","1.30-1.55deg angle bin");
leg->Draw();
//g1->GetXaxis()->SetRange(0,1400);
/*
g1->Fit("fitf","","",0,0);
Double_t parameter[2];
fitf->GetParameters(parameter);
cout<<"y[500]="<<parameter[0] + parameter[1] * 500<<endl;
*/
}
void result_JES_akPu4PF_(refpt> 75 && refpt < 120)&&(abs(refeta)<2)_Centrality()
{
//=========Macro generated from canvas: Can_result_0/
//========= (Mon Apr 18 02:39:41 2016) by ROOT version6.02/13
TCanvas *Can_result_0 = new TCanvas("Can_result_0", "",18,40,700,500);
gStyle->SetOptFit(1);
Can_result_0->Range(-18.75,0.9236134,118.75,1.043845);
Can_result_0->SetFillColor(0);
Can_result_0->SetBorderMode(0);
Can_result_0->SetBorderSize(2);
Can_result_0->SetFrameBorderMode(0);
Can_result_0->SetFrameBorderMode(0);
TMultiGraph *multigraph = new TMultiGraph();
multigraph->SetName("name");
multigraph->SetTitle("JES_akPu4PF");
Double_t Graph_fx1001[4] = {
5,
20,
40,
75};
Double_t Graph_fy1001[4] = {
1.025461,
0.982262,
0.9644553,
0.970611};
Double_t Graph_fex1001[4] = {
5,
10,
10,
25};
Double_t Graph_fey1001[4] = {
0.001598024,
0.0009318739,
0.0008002418,
0.0004502591};
TGraphErrors *gre = new TGraphErrors(4,Graph_fx1001,Graph_fy1001,Graph_fex1001,Graph_fey1001);
gre->SetName("Graph");
gre->SetTitle("some title_0");
gre->SetFillColor(1);
gre->SetFillStyle(0);
TH1F *Graph_Graph1001 = new TH1F("Graph_Graph1001","some title_0",100,0,110);
Graph_Graph1001->SetMinimum(0.9573146);
Graph_Graph1001->SetMaximum(1.0334);
Graph_Graph1001->SetDirectory(0);
Graph_Graph1001->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#000099");
Graph_Graph1001->SetLineColor(ci);
Graph_Graph1001->GetXaxis()->SetLabelFont(42);
Graph_Graph1001->GetXaxis()->SetLabelSize(0.035);
Graph_Graph1001->GetXaxis()->SetTitleSize(0.035);
Graph_Graph1001->GetXaxis()->SetTitleFont(42);
Graph_Graph1001->GetYaxis()->SetLabelFont(42);
Graph_Graph1001->GetYaxis()->SetLabelSize(0.035);
Graph_Graph1001->GetYaxis()->SetTitleSize(0.035);
Graph_Graph1001->GetYaxis()->SetTitleFont(42);
Graph_Graph1001->GetZaxis()->SetLabelFont(42);
Graph_Graph1001->GetZaxis()->SetLabelSize(0.035);
Graph_Graph1001->GetZaxis()->SetTitleSize(0.035);
Graph_Graph1001->GetZaxis()->SetTitleFont(42);
gre->SetHistogram(Graph_Graph1001);
multigraph->Add(gre,"");
Double_t Graph_fx1002[4] = {
5,
20,
40,
75};
Double_t Graph_fy1002[4] = {
1.025808,
0.9823451,
0.964104,
0.9707841};
Double_t Graph_fex1002[4] = {
5,
10,
10,
25};
Double_t Graph_fey1002[4] = {
0.001641175,
0.0009556419,
0.0008206184,
0.000461058};
gre = new TGraphErrors(4,Graph_fx1002,Graph_fy1002,Graph_fex1002,Graph_fey1002);
gre->SetName("Graph");
gre->SetTitle("some title_1");
gre->SetFillColor(1);
gre->SetFillStyle(0);
gre->SetLineColor(2);
gre->SetMarkerColor(2);
TH1F *Graph_Graph1002 = new TH1F("Graph_Graph1002","some title_1",100,0,110);
Graph_Graph1002->SetMinimum(0.9568668);
Graph_Graph1002->SetMaximum(1.033866);
Graph_Graph1002->SetDirectory(0);
Graph_Graph1002->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph1002->SetLineColor(ci);
Graph_Graph1002->GetXaxis()->SetLabelFont(42);
Graph_Graph1002->GetXaxis()->SetLabelSize(0.035);
Graph_Graph1002->GetXaxis()->SetTitleSize(0.035);
Graph_Graph1002->GetXaxis()->SetTitleFont(42);
Graph_Graph1002->GetYaxis()->SetLabelFont(42);
Graph_Graph1002->GetYaxis()->SetLabelSize(0.035);
Graph_Graph1002->GetYaxis()->SetTitleSize(0.035);
Graph_Graph1002->GetYaxis()->SetTitleFont(42);
Graph_Graph1002->GetZaxis()->SetLabelFont(42);
Graph_Graph1002->GetZaxis()->SetLabelSize(0.035);
Graph_Graph1002->GetZaxis()->SetTitleSize(0.035);
Graph_Graph1002->GetZaxis()->SetTitleFont(42);
gre->SetHistogram(Graph_Graph1002);
multigraph->Add(gre,"");
Double_t Graph_fx1003[4] = {
5,
20,
40,
75};
Double_t Graph_fy1003[4] = {
0.9944711,
0.9453074,
0.9619222,
0.9556338};
Double_t Graph_fex1003[4] = {
5,
10,
10,
25};
Double_t Graph_fey1003[4] = {
0.01053149,
0.005298861,
0.004412705,
0.002663901};
gre = new TGraphErrors(4,Graph_fx1003,Graph_fy1003,Graph_fex1003,Graph_fey1003);
gre->SetName("Graph");
gre->SetTitle("some title_2");
gre->SetFillColor(1);
gre->SetFillStyle(0);
gre->SetLineColor(3);
gre->SetMarkerColor(3);
TH1F *Graph_Graph1003 = new TH1F("Graph_Graph1003","some title_2",100,0,110);
Graph_Graph1003->SetMinimum(0.9335092);
Graph_Graph1003->SetMaximum(1.011502);
Graph_Graph1003->SetDirectory(0);
Graph_Graph1003->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph1003->SetLineColor(ci);
Graph_Graph1003->GetXaxis()->SetLabelFont(42);
Graph_Graph1003->GetXaxis()->SetLabelSize(0.035);
Graph_Graph1003->GetXaxis()->SetTitleSize(0.035);
Graph_Graph1003->GetXaxis()->SetTitleFont(42);
Graph_Graph1003->GetYaxis()->SetLabelFont(42);
Graph_Graph1003->GetYaxis()->SetLabelSize(0.035);
Graph_Graph1003->GetYaxis()->SetTitleSize(0.035);
Graph_Graph1003->GetYaxis()->SetTitleFont(42);
Graph_Graph1003->GetZaxis()->SetLabelFont(42);
Graph_Graph1003->GetZaxis()->SetLabelSize(0.035);
Graph_Graph1003->GetZaxis()->SetTitleSize(0.035);
Graph_Graph1003->GetZaxis()->SetTitleFont(42);
gre->SetHistogram(Graph_Graph1003);
multigraph->Add(gre,"");
multigraph->Draw("AP");
multigraph->GetXaxis()->SetTitle("Centrality");
multigraph->GetXaxis()->SetLabelFont(42);
multigraph->GetXaxis()->SetLabelSize(0.035);
multigraph->GetXaxis()->SetTitleSize(0.035);
multigraph->GetXaxis()->SetTitleFont(42);
multigraph->GetYaxis()->SetTitle("#mu_{Reco./Gen.}");
multigraph->GetYaxis()->SetLabelFont(42);
multigraph->GetYaxis()->SetLabelSize(0.035);
multigraph->GetYaxis()->SetTitleSize(0.035);
multigraph->GetYaxis()->SetTitleFont(42);
TLegend *leg = new TLegend(0.68,0.7,0.88,0.85,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
TLegendEntry *entry=leg->AddEntry("Graph","allJets","l");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","lightJets","l");
entry->SetLineColor(2);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","bJets","l");
entry->SetLineColor(3);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TLatex * tex = new TLatex(0.25,0.7,"#bf{#color[2]{|#eta_{jet}|<2.0 &75<refpt<120}}");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(24);
tex->SetLineWidth(2);
tex->Draw();
TPaveText *pt = new TPaveText(0.3750575,0.9365254,0.6249425,0.995,"blNDC");
pt->SetName("title");
pt->SetBorderSize(0);
pt->SetFillColor(0);
pt->SetFillStyle(0);
pt->SetTextFont(42);
AText = pt->AddText("JES_akPu4PF");
pt->Draw();
Can_result_0->Modified();
Can_result_0->cd();
Can_result_0->SetSelected(Can_result_0);
}
void Eff_Doping(){ // name of file
using namespace std;
double bias=30;
int i=0; // used to name the TGraphs
TCanvas *c1 = new TCanvas("c1","c1",600,400);
TPad *pad1 = new TPad("pad1","",0,0,1,1);
TLegend *leg = new TLegend(.80,.70,.85,.87);
TGraph *gr[4]; // defines array to number of TGraphs
TMultiGraph *mg = new TMultiGraph(); // create multigraph
for (double fluence=13;fluence<=15;fluence+=1){ // loop to create multigraph for select bias values
TString str =TString::Format("/afs/cern.ch/work/m/mbucklan/TCAD/SimpleCMOS/DepletionSimRemesh_3pixels_Rad/Neffextraction_3pixel_yCut_bias=%.1f_pitch=15.0_Fluence=1e+%.0f.txt",bias,fluence); // does some magic, creates string with name of file
if (i==4){
i++;
}
gr[i] = new TGraph(str,"%lg %lg"); // creates graph called gr and reads file
TString str1 =TString::Format("1e%.0f n_{eq} cm^{-2}",fluence); // creates string with bias value
gr[i]->SetTitle(str1); // sets title to string
gr[i]->SetLineColor(i+1); // sets line colour, changes for each graph
mg->Add(gr[i]); // adds graph to multigraph
leg->AddEntry(gr[i],str1,"l");
i++;
}
pad1->Draw();
pad1->cd();
pad1->SetTickx(1); //draws ticks on top side x axis
pad1->SetTicky(1); //draws ticks on right hand side y axis
gPad->Update();
mg->Draw("AL"); // draws multigraph
// Make the graph look fancy...ish
mg->GetXaxis()->SetTitle("Depth (#mum)");
mg->GetYaxis()->SetTitle("Effective Doping Concentration (cm^{-3})");
TString str2 =TString::Format("Effective Doping Concentration for 3 Pixel 100#mum Thick Sensor at %.0fV, Resistivity=100#Omegacm",bias); // does some magic, creates string with name of file
mg->GetHistogram()->SetTitle(str2);
mg->SetMinimum(-2e12);
leg->SetTextSize(0.03);
leg->Draw();
}
/**
The purpose of this function is to conveniently plot an event. Each event is plotted on a TCanvas. Divided into as many pads as there are panels. Each pad is a TMultiGraph with a TLegend, and shows the channels of the digitizer connected to the lines of that panel. The grouping into pads must not necessarily be according to panels, but in any other prefered way.
@param a_channels - a vector of a vector of samples, containing all 32 channels
@ param a_channelsToPadsAssociation - a map from std::string, which is the name of the panel (or group of channels) to be assigned to each pad to a vector if integers, which is the list of channels indices corresponding to indices of channels in the paramater a_channels to associate to a pad
@param sEventTitle - a string containing the title of the event (for example, the time stamp)
*/
void RangePlotter::PlotRanges(Channels_t& a_channels, Range_t& a_channelsToPadsAssociation, std::string sEventTitle)
{
// printf("Plotting\n");
//m_pCanvas->Clear();
m_pCanvas->SetTitle(sEventTitle.c_str());
int iPadCounter = 0;
if(0 == m_vpMultiGraph.size())
{
MakePads(a_channelsToPadsAssociation.size());
for (auto& rangeIt: a_channelsToPadsAssociation)
{
TMultiGraph* pMg = new TMultiGraph();
m_vpMultiGraph.push_back(std::unique_ptr<TMultiGraph>(pMg));
// m_pCanvas->cd(iPadCounter + 1);
ChangePad(iPadCounter);
int i = 0;
auto legend = new TLegend(0.8,0.8,1,1, "Channels");
m_vpLegends.push_back(std::unique_ptr<TLegend>(legend));
printf("printing panel %s\n", rangeIt.first.c_str());
for (auto& chanIt: rangeIt.second)
{
int iNumOfSamples = a_channels[chanIt].size();
TGraph* pGr = new TGraph(iNumOfSamples);
std::vector<float> vTimeSeq = CommonUtils::GenerateTimeSequence(iNumOfSamples, m_fSamplingFreqGHz);
for (int counter = 0; counter < iNumOfSamples; counter++)
{
pGr->SetPoint(counter, vTimeSeq[counter], TransformToVoltage(a_channels[chanIt][counter]));
}
m_vpGraph[chanIt] = pGr;
pGr->SetLineColor(m_colors[i%(sizeof(m_colors)/sizeof(int))]);
pGr->SetName((m_sInstanceName + std::string("Pan_") + rangeIt.first + std::string("chan_") + std::to_string(chanIt)).c_str());
std::string sGraphTitle = std::string("Channel ") + std::to_string(chanIt);
pGr->SetTitle(sGraphTitle.c_str());
legend->AddEntry(pGr,std::to_string(chanIt).c_str(), "l");
pMg->Add(pGr);
i++;
}
if(Configuration::Instance().ShowTriggerInWaveformsStep())
{
int iNumOfSamples = a_channels[a_channels.size() - 1].size();
m_vpGraphPrecisionTrigger = new TGraph(iNumOfSamples);
std::vector<float> vTimeSeq = CommonUtils::GenerateTimeSequence(iNumOfSamples, m_fSamplingFreqGHz);
for (int counter = 0; counter < iNumOfSamples; counter++)
{
m_vpGraphPrecisionTrigger->SetPoint(counter, vTimeSeq[counter], TransformToVoltage(a_channels[a_channels.size() - 1][counter]));
}
m_vpGraphPrecisionTrigger->SetName((m_sInstanceName + std::string("Pan_") + rangeIt.first + "_Trig").c_str());
m_vpGraphPrecisionTrigger->SetTitle("Trigger");
legend->AddEntry(m_vpGraphPrecisionTrigger,"Trigger", "l");
pMg->Add(m_vpGraphPrecisionTrigger);
}
std::string sMultiGraphTitle = std::string("Panel ") + rangeIt.first;
pMg->SetTitle(sMultiGraphTitle.c_str());
pMg->Draw("AL");
pMg->GetXaxis()->SetTitle("Time [nanoseconds]");
pMg->GetXaxis()->CenterTitle();
pMg->GetYaxis()->SetTitle("Voltage [volts]");
pMg->GetYaxis()->CenterTitle();
gPad->Modified();
pMg->SetMinimum(m_fMinVoltage);
pMg->SetMaximum(m_fMaxVoltage);
legend->Draw();
iPadCounter++;
}
m_pCanvas->Update();
}
else
{
// printf("Plottin again\n");
for (auto& rangeIt: a_channelsToPadsAssociation)
{
printf("Panel %s\n", rangeIt.first.c_str());
m_pCanvas->cd(iPadCounter + 1);
for (auto& chanIt: rangeIt.second)
{
// printf("Chanenl %d\n", chanIt);
//TODO: num of samples is constant per run at least!
m_vpGraph[chanIt]->SetLineWidth(1);
int iNumOfSamples = a_channels[chanIt].size();
std::vector<float> vTimeSeq = CommonUtils::GenerateTimeSequence(iNumOfSamples, m_fSamplingFreqGHz);
for (int counter = 0; counter < iNumOfSamples; counter++)
{
(m_vpGraph[chanIt]->GetY())[counter] = TransformToVoltage(a_channels[chanIt][counter]);
}
for (int counter = 0; counter < iNumOfSamples; counter++)
{
(m_vpGraphPrecisionTrigger->GetY())[counter] = TransformToVoltage(a_channels[a_channels.size() - 1][counter]);
}
gPad->Modified();
}
m_vpMultiGraph[iPadCounter]->Draw("AC");
m_vpLegends[iPadCounter]->Draw();
iPadCounter++;
}
printf("Updating\n");
m_pCanvas->Update();
printf("After updating\n");
}
printf("done\n");
}
void pionContaminationVeta(){
gStyle->SetOptStat(0);
gStyle->SetOptFit(1);
gStyle->SetPalette(1);
char hist [100];
char hfile [100];
sprintf(hfile,"~/Desktop/Research/2012IFF/rootFiles/nsigma20bintest35mil.root");
TFile* file = TFile::Open(hfile,"read");
assert(file);
double totalYieldWhole = 0;
double pionYieldWhole = 0;
double kpYieldWhole = 0;
double electYieldWhile = 0;
double pionFrac [20];
double kpFrac [20];
double electFrac [20];
double pionCent [20];
double kpCent [20];
double electCent [20];
double pionMax [20];
double kpMax [20];
double electMax [20];
double pionSig [20];
double kpSig [20];
double electSig [20];
double etastart[20];
double etaend[20];
double eta[20];
double piYield[20];
double highestYield = 0;
double totalYeild[20];
TH1F* hTotal = new TH1F("hTotal","hTotal",300,-10,10);
for (int ihist=0; ihist<20; ihist++)
{
/*
if (ihist != 0 || ihist != 1 || ihist != 2 || ihist != 3 ||)
{
cou
}
*/
sprintf(hist,"nSigmaPionBin_%i",ihist);
cout << hist << endl;
TH1F *hNsigma = (TH1F*) file->Get(hist);
assert(hNsigma);
hTotal->Add(hNsigma, 1);
cout << hTotal->GetEntries() << endl;
TF1 *fitFunc = new TF1("fitFunc","gaus(0)+gaus(3)+gaus(6)",-10,10);
TF1 *piFunc = new TF1("piFunc","gaus(0)",-10,10);
TF1 *kpFunc = new TF1("kpFunc","gaus(0)",-10,10);
TF1 *eFunc = new TF1( "eFunc","gaus(0)",-10,10);
fitFunc->SetParName(0, "A_{#pi}");
fitFunc->SetParName(1, "#LTn_{#pi}#GT");
fitFunc->SetParName(2, "#sigma_{#pi}");
fitFunc->SetParName(3, "A_{K/p}");
fitFunc->SetParName(4, "#LTn_{K/p}#GT");
fitFunc->SetParName(5, "#sigma_{K/p}");
fitFunc->SetParName(6, "A_{e}");
fitFunc->SetParName(7, "#LTn_{e}#GT");
fitFunc->SetParName(8, "#sigma_{e}");
fitFunc->SetParameter(0, hNsigma->GetMaximum());
fitFunc->SetParameter(1, 0.);
fitFunc->SetParameter(2, 1.);
fitFunc->SetParameter(3, 0.05*hNsigma->GetMaximum());
fitFunc->SetParameter(4,-3.);
fitFunc->SetParameter(5, 1.5);
fitFunc->SetParameter(6, 0.05*hNsigma->GetMaximum());
fitFunc->SetParameter(7, 4.); //was at 5. but it seems like 4. works better
fitFunc->SetParameter(8, 3.);
hNsigma->Fit("fitFunc");
float ampPi = fitFunc->GetParameter(0);
float centPi = fitFunc->GetParameter(1);
float sigPi = fitFunc->GetParameter(2);
piFunc->SetParameters(ampPi,centPi,sigPi);
piFunc->SetLineColor(kViolet+1);
float ampKP = fitFunc->GetParameter(3);
float centKP = fitFunc->GetParameter(4);
float sigKP = fitFunc->GetParameter(5);
kpFunc->SetParameters(ampKP,centKP,sigKP);
kpFunc->SetLineColor(kGreen+2);
float ampE = fitFunc->GetParameter(6);
float centE = fitFunc->GetParameter(7);
float sigE = fitFunc->GetParameter(8);
eFunc->SetParameters(ampE,centE,sigE);
eFunc->SetLineColor(kBlue);
piFunc->Draw("same");
kpFunc->Draw("same");
eFunc->Draw("same");
TLine *l1 = new TLine( 2.5,0, 2.5,0.9*hNsigma->GetMaximum());
TLine *l2 = new TLine(-1.0,0,-1.0,0.9*hNsigma->GetMaximum());
l1->SetLineColor(kOrange+2);
l2->SetLineColor(kOrange+2);
l1->SetLineWidth(2);
l2->SetLineWidth(2);
l1->Draw();
l2->Draw();
//*
float totYield = fitFunc->Integral(-1.,2.5);
float pionYield = piFunc->Integral(-1.,2.5);
float kpYield = kpFunc->Integral(-1.,2.5);
float eYield = eFunc->Integral(-1.,2.5);
//*/
/*
float totYield = fitFunc->Integral(-2.,2.);
float pionYield = piFunc->Integral(-2.,2.);
float kpYield = kpFunc->Integral(-2.,2.);
float eYield = eFunc->Integral(-2.,2.);
//*/
totalYieldWhole += totYield;
pionYieldWhole += pionYield;
kpYieldWhole += kpYield;
electYieldWhile += eYield;
printf("\nTotal Yield\tPion Yield\tK/p Yield\tElect Yield\n");
printf("%e\t%e\t%e\t%e\n",totYield,pionYield,kpYield,eYield);
printf("Pion Fraction = %e\n",(pionYield/totYield));
totalYeild[ihist] = totYield;
pionFrac[ihist] = pionYield/totYield;
kpFrac[ihist] = kpYield/totYield;
electFrac[ihist] = eYield/totYield;
etastart[ihist] = -2+ihist*0.2;
etaend[ihist] = -2+(ihist+1)*0.2;
eta[ihist] = (etastart[ihist]+etaend[ihist])*.5;
piYield[ihist] = pionYield;
if (highestYield < pionYield){highestYield = pionYield;}
}
double normlzd_PiYield[20];
double sumPiYield = 0;
for (int i=0; i<20; i++)
{
if (pionFrac[i] != pionFrac[i])
{
cout << i << " " << eta[i] << " testFailed" << " highyeild " << highestYield << endl;
pionFrac[i] = -.2;
}
else
{
cout << i << " " << eta[i] << " " << pionFrac[i] << " highyeild " << highestYield << endl;
}
normlzd_PiYield[i] = piYield[i]/highestYield;
sumPiYield += piYield[i];
}
double pionFracErr[20];
double kpFracErr[20];
double electFracErr[20];
for (int i=0; i<20; i++)
{
pionFracErr[i] = sqrt((1-pionFrac[i])*pionFrac[i]/totalYeild[i]);
kpFracErr[i] = sqrt((1-kpFrac[i])*kpFrac[i]/totalYeild[i]);
electFracErr[i] = sqrt((1-electFrac[i])*electFrac[i]/totalYeild[i]);
}
cout << "total Pion Yield = " << sumPiYield << endl;
TGraphErrors* gPionYield = new TGraphErrors(20,eta,normlzd_PiYield,0,0);
gPionYield->SetMarkerColor(kRed+2);
gPionYield->SetMarkerStyle(24);
TGraphErrors* gPionFrac = new TGraphErrors(20,eta,pionFrac,0,pionFracErr);
TGraphErrors* gKpFrac = new TGraphErrors(20,eta,kpFrac,0,kpFracErr);
TGraphErrors* gElecFrac = new TGraphErrors(20,eta,electFrac,0,electFracErr);
gPionFrac->SetMarkerColor(kViolet+1);
gPionFrac->SetLineColor(kViolet+1);
gPionFrac->SetLineWidth(2);
gKpFrac->SetMarkerColor(kGreen+2);
gKpFrac->SetLineColor(kGreen+2);
gKpFrac->SetLineWidth(2);
gKpFrac->SetMarkerStyle(22);
gElecFrac->SetMarkerColor(kBlue);
gElecFrac->SetLineColor(kBlue);
gElecFrac->SetLineWidth(2);
gElecFrac->SetMarkerStyle(20);
TMultiGraph* multiFracs = new TMultiGraph();
multiFracs->Add(gPionFrac);
multiFracs->Add(gKpFrac);
multiFracs->Add(gElecFrac);
//multiFracs->Add(gPionYield);
TCanvas* cMultiG = new TCanvas();
multiFracs->Draw("AP");
multiFracs->GetXaxis()->SetTitle("#eta^{#pi^{+}#pi^{-}}");
multiFracs->GetYaxis()->SetTitle("particle Fractions");
gPad->Modified();
TLegend* leg = new TLegend(0.52,0.17,0.89,0.30);
leg->AddEntry(gPionFrac,"Pion","P");
leg->AddEntry(gKpFrac,"K/P","P");
leg->AddEntry(gElecFrac,"Electron","P");
// leg->Draw();
TCanvas* cPiYeild = new TCanvas();
TGraphErrors* gPionYield = new TGraphErrors(20,eta,piYield,0,0);
gPionYield->Draw("AP");
gPionYield->SetMarkerColor(kRed+2);
gPionYield->SetMarkerStyle(24);
gPionYield->GetXaxis()->SetTitle("#eta^{#pi^{+}#pi^{-}}");
gPionYield->GetYaxis()->SetTitle("Pion Yield");
cout << pionYieldWhole/totalYieldWhole << endl;
hTotal->Draw();
TF1 *fitFunc = new TF1("fitFunc","gaus(0)+gaus(3)+gaus(6)",-10,10);
TF1 *piFunc = new TF1("piFunc","gaus(0)",-10,10);
TF1 *kpFunc = new TF1("kpFunc","gaus(0)",-10,10);
TF1 *eFunc = new TF1( "eFunc","gaus(0)",-10,10);
fitFunc->SetParName(0, "A_{#pi}");
fitFunc->SetParName(1, "#LTn_{#pi}#GT");
fitFunc->SetParName(2, "#sigma_{#pi}");
fitFunc->SetParName(3, "A_{K/p}");
fitFunc->SetParName(4, "#LTn_{K/p}#GT");
fitFunc->SetParName(5, "#sigma_{K/p}");
fitFunc->SetParName(6, "A_{e}");
fitFunc->SetParName(7, "#LTn_{e}#GT");
fitFunc->SetParName(8, "#sigma_{e}");
fitFunc->SetParameter(0, hTotal->GetMaximum());
fitFunc->SetParameter(1, 0.);
fitFunc->SetParameter(2, 1.);
fitFunc->SetParameter(3, 0.05*hTotal->GetMaximum());
fitFunc->SetParameter(4,-3.);
fitFunc->SetParameter(5, 1.5);
fitFunc->SetParameter(6, 0.05*hTotal->GetMaximum());
fitFunc->SetParameter(7, 4.); //was at 5. but it seems like 4. works better
fitFunc->SetParameter(8, 3.);
hTotal->Fit("fitFunc");
float ampPi = fitFunc->GetParameter(0);
float centPi = fitFunc->GetParameter(1);
float sigPi = fitFunc->GetParameter(2);
piFunc->SetParameters(ampPi,centPi,sigPi);
piFunc->SetLineColor(kViolet+1);
float ampKP = fitFunc->GetParameter(3);
float centKP = fitFunc->GetParameter(4);
float sigKP = fitFunc->GetParameter(5);
kpFunc->SetParameters(ampKP,centKP,sigKP);
kpFunc->SetLineColor(kGreen+2);
float ampE = fitFunc->GetParameter(6);
float centE = fitFunc->GetParameter(7);
float sigE = fitFunc->GetParameter(8);
eFunc->SetParameters(ampE,centE,sigE);
eFunc->SetLineColor(kBlue);
piFunc->Draw("same");
kpFunc->Draw("same");
eFunc->Draw("same");
TLine *l1 = new TLine( 2.5,0, 2.5,0.9*hNsigma->GetMaximum());
TLine *l2 = new TLine(-1.0,0,-1.0,0.9*hNsigma->GetMaximum());
l1->SetLineColor(kOrange+2);
l2->SetLineColor(kOrange+2);
l1->SetLineWidth(2);
l2->SetLineWidth(2);
l1->Draw();
l2->Draw();
//*
float totYield = fitFunc->Integral(-1.,2.5);
float pionYield = piFunc->Integral(-1.,2.5);
float kpYield = kpFunc->Integral(-1.,2.5);
float eYield = eFunc->Integral(-1.,2.5);
double pionerr = sqrt((1-pionYield/totYield)*pionYield/totYield/totalYeild);
cout << pionYield/totYield << " " << pionerr << endl;
}
void IsovsPt(){
TFile *f1 = new TFile("../../CutTMVATrees_Barrel.root");
float ppt,peta,Sie_ie,iso_P,iso_C,iso_N,to_e,weight;
int nvtx;
gStyle->SetOptStat(0);
//Signal Tree
t_S->SetBranchAddress("Sieie",&Sie_ie);
t_S->SetBranchAddress("isoP",&iso_P);
t_S->SetBranchAddress("isoC",&iso_C);
t_S->SetBranchAddress("isoN",&iso_N);
t_S->SetBranchAddress("ToE",&to_e);
t_S->SetBranchAddress("weighT",&weight);
t_S->SetBranchAddress("Nvtx",&nvtx);
t_S->SetBranchAddress("Peta",&peta);
t_S->SetBranchAddress("Ppt",&ppt);
//Background Tree
t_B->SetBranchAddress("Sieie",&Sie_ie);
t_B->SetBranchAddress("isoP",&iso_P);
t_B->SetBranchAddress("isoC",&iso_C);
t_B->SetBranchAddress("isoN",&iso_N);
t_B->SetBranchAddress("ToE",&to_e);
t_B->SetBranchAddress("weighT",&weight);
t_B->SetBranchAddress("Nvtx",&nvtx);
t_B->SetBranchAddress("Peta",&peta);
t_B->SetBranchAddress("Ppt",&ppt);
TH2F *isoCptS = new TH2F("isoCptS","Iso Charge vs Pt",100,0,200,3000,0,30);
TH2F *isoNptS = new TH2F("isoNptS","Iso Neutral vs Pt",100,0,200,3000,0,30);
TH2F *isoPptS = new TH2F("isoPptS","Iso Photon vs Pt",100,0,200,3000,0,30);
for(int i = 0; i < t_S->GetEntries();i++){
t_S->GetEntry(i);
isoCptS->Fill(ppt,iso_C);
if(to_e < 0.05){
isoNptS->Fill(ppt,iso_N);
}
isoPptS->Fill(ppt,iso_P);
}
// Now that we have the Iso vs pt histograms lets see the efficiency in pt bins
double BinCch [100][3000] = {0};
double BinCph [100][3000] = {0};
double BinCh [100][3000] = {0};
double ptX[100] ={0};
cout<<"here"<<endl;
for(int j = 0 ; j < 100 ; j++){
double ptx = 200.0*j/100 + 1.0;
ptX[j] = ptx;
for(int i = 0; i < 3000 ; i++){
double isocx = 30.0*i/3000 + 0.005;
double isopx = 30.0*i/3000 + 0.005;
double isonx = 30.0*i/3000 + 0.005;
int bin = isoCptS->FindBin(ptx,isocx);
BinCch[j][i] = isoCptS->GetBinContent(bin);
bin = isoPptS->FindBin(ptx,isopx);
BinCph[j][i] = isoPptS->GetBinContent(bin);
bin = isoNptS->FindBin(ptx,isonx);
BinCh[j][i] = isoNptS->GetBinContent(bin);
}
}
double ch_95[100] = {0};
double ch_90[100] = {0};
double ch_80[100] = {0};
double ch_70[100] = {0};
double ph_95[100] = {0};
double ph_90[100] = {0};
double ph_80[100] = {0};
double ph_70[100] = {0};
double ne_95[100] = {0};
double ne_90[100] = {0};
double ne_80[100] = {0};
double ne_70[100] = {0};
double ch_95e[100] = {0};
double ch_90e[100] = {0};
double ch_80e[100] = {0};
double ch_70e[100] = {0};
double ph_95e[100] = {0};
double ph_90e[100] = {0};
double ph_80e[100] = {0};
double ph_70e[100] = {0};
double ne_95e[100] = {0};
double ne_90e[100] = {0};
double ne_80e[100] = {0};
double ne_70e[100] = {0};
for(int j = 0 ; j < 100; j ++){
double totC = 0;
double totN = 0;
double totP = 0;
for(int i = 0; i < 3000; i++) totC = totC + BinCch[j][i];
for(int i = 0; i < 3000; i++) totN = totN + BinCh[j][i];
for(int i = 0; i < 3000; i++) totP = totP + BinCph[j][i];
double entrC = 0;
double entrP = 0;
double entrN = 0;
int passc95 = 0;
int passc9 = 0;
int passc8 = 0;
int passc7 = 0;
int passp95 = 0;
int passp9 = 0;
int passp8 = 0;
int passp7 = 0;
int passn95 = 0;
int passn9 = 0;
int passn8 = 0;
int passn7 = 0;
for(int i = 0; i < 3000 ; i++){
entrC = entrC + BinCch[j][i];
entrP = entrP + BinCph[j][i];
entrN = entrN + BinCh[j][i];
//------- photon
if(passp95 == 0 && entrP*1.0/totP > 0.95){
double num = sqrt(entrP);
double den = sqrt(totP);
ph_95e[j] = 0.95*sqrt(pow(num/totP,2) + pow(den/entrP,2) );
ph_95[j] = i*0.01;
passp95= 1;
}
if(passp9 == 0 && entrP*1.0/totP > 0.90){
double num = sqrt(entrP);
double den = sqrt(totP);
ph_90e[j] = 0.9*sqrt(pow(num/totP,2) + pow(den/entrP,2) );
ph_90[j] = i*0.01;
passp9 = 1;
}
if(passp8 == 0 && entrP*1.0/totP > 0.80){
double num = sqrt(entrP);
double den = sqrt(totP);
ph_80e[j] = 0.8*sqrt(pow(num/totP,2) + pow(den/entrP,2) );
ph_80[j] = i*0.01;
passp8 = 1;
}
if(passp7 == 0 && entrP*1.0/totP > 0.70){
double num = sqrt(entrP);
double den = sqrt(totP);
ph_70e[j] = 0.7*sqrt(pow(num/totP,2) + pow(den/entrP,2) );
ph_70[j] = i*0.01;
passp7 = 1;
}
//--------- charge
if(passc95 == 0 && entrC*1.0/totC > 0.95){
double num = sqrt(entrC);
double den = sqrt(totC);
ch_95e[j] = 0.95*sqrt(pow(num/totC,2) + pow(den/entrC,2) );
ch_95[j] = i*0.01;
passc95= 1;
}
if(passc9 == 0 && entrC*1.0/totC > 0.90){
double num = sqrt(entrC);
double den = sqrt(totC);
ch_90e[j] = 0.9*sqrt(pow(num/totC,2) + pow(den/entrC,2) );
ch_90[j] = i*0.01;
passc9 = 1;
}
if(passc8 == 0 && entrC*1.0/totC > 0.80){
double num = sqrt(entrC);
double den = sqrt(totC);
ch_80e[j] = 0.8*sqrt(pow(num/totC,2) + pow(den/entrC,2) );
ch_80[j] = i*0.01;
passc8 = 1;
}
if(passc7 == 0 && entrC*1.0/totC > 0.70){
double num = sqrt(entrC);
double den = sqrt(totC);
ch_70e[j] = 0.7*sqrt(pow(num/totC,2) + pow(den/entrC,2) );
ch_70[j] = i*0.01;
passc7 = 1;
}
//--------- neutral
if(passn95 == 0 && entrN*1.0/totN > 0.95){
double num = sqrt(entrN);
double den = sqrt(totN);
ne_95e[j] = 0.95*sqrt(pow(num/totN,2) + pow(den/entrN,2) );
ne_95[j] = i*0.01;
passn95= 1;
}
if(passn9 == 0 && entrN*1.0/totN > 0.90){
double num = sqrt(entrN);
double den = sqrt(totN);
ne_90e[j] = 0.9*sqrt(pow(num/totN,2) + pow(den/entrN,2) );
ne_90[j] = i*0.01;
passn9 = 1;
}
if(passn8 == 0 && entrN*1.0/totN > 0.80){
double num = sqrt(entrN);
double den = sqrt(totN);
ne_80e[j] = 0.8*sqrt(pow(num/totN,2) + pow(den/entrN,2) );
ne_80[j] = i*0.01;
passn8 = 1;
}
if(passn7 == 0 && entrN*1.0/totN > 0.70){
double num = sqrt(entrN);
double den = sqrt(totN);
ne_70e[j] = 0.7*sqrt(pow(num/totN,2) + pow(den/entrN,2) );
ne_70[j] = i*0.01;
passn7 = 1;
}
}
}
double ptXe[100] = {2};
TGraph *p95 = new TGraphErrors(100,ptX,ph_95,ptXe,ph_95e);
TGraph *p9 = new TGraphErrors(100,ptX,ph_90,ptXe,ph_90e);
TGraph *p8 = new TGraphErrors(100,ptX,ph_80,ptXe,ph_80e);
TGraph *p7 = new TGraphErrors(100,ptX,ph_70,ptXe,ph_70e);
p95->SetMarkerColor(kMagenta);
p9->SetMarkerColor(kRed);
p8->SetMarkerColor(kOrange);
p7->SetMarkerColor(kYellow);
p95->SetMarkerSize(kMagenta);
p9->SetMarkerSize(1);
p8->SetMarkerSize(1);
p7->SetMarkerSize(1);
p95->SetLineColor(kMagenta);
p9->SetLineColor(kRed);
p8->SetLineColor(kOrange);
p7->SetLineColor(kYellow);
TGraph *n95 = new TGraphErrors(100,ptX,ne_95,ptXe,ne_95e);
TGraph *n9 = new TGraphErrors(100,ptX,ne_90,ptXe,ne_90e);
TGraph *n8 = new TGraphErrors(100,ptX,ne_80,ptXe,ne_80e);
TGraph *n7 = new TGraphErrors(100,ptX,ne_70,ptXe,ne_70e);
n95->SetMarkerColor(kMagenta);
n9->SetMarkerColor(kRed);
n8->SetMarkerColor(kOrange);
n7->SetMarkerColor(kYellow);
n95->SetMarkerSize(kMagenta);
n9->SetMarkerSize(1);
n8->SetMarkerSize(1);
n7->SetMarkerSize(1);
n95->SetLineColor(kMagenta);
n9->SetLineColor(kRed);
n8->SetLineColor(kOrange);
n7->SetLineColor(kYellow);
TGraph *c95 = new TGraphErrors(100,ptX,ch_95,ptXe,ch_95e);
TGraph *c9 = new TGraphErrors(100,ptX,ch_90,ptXe,ch_90e);
TGraph *c8 = new TGraphErrors(100,ptX,ch_80,ptXe,ch_80e);
TGraph *c7 = new TGraphErrors(100,ptX,ch_70,ptXe,ch_70e);
c95->SetMarkerColor(kMagenta);
c9->SetMarkerColor(kRed);
c8->SetMarkerColor(kOrange);
c7->SetMarkerColor(kYellow);
c95->SetLineColor(kMagenta);
c9->SetLineColor(kRed);
c8->SetLineColor(kOrange);
c7->SetLineColor(kYellow);
c95->SetMarkerSize(1);
c9->SetMarkerSize(1);
c8->SetMarkerSize(1);
c7->SetMarkerSize(1);
TMultiGraph *PhoIso = new TMultiGraph();
TMultiGraph *ChgIso = new TMultiGraph();
TMultiGraph *NeuIso = new TMultiGraph();
PhoIso->Add(p95,"p");
PhoIso->Add(p9,"p");
PhoIso->Add(p7,"p");
PhoIso->Add(p8,"p");
ChgIso->Add(c95,"p");
ChgIso->Add(c9,"p");
ChgIso->Add(c7,"p");
ChgIso->Add(c8,"p");
NeuIso->Add(n95,"p");
NeuIso->Add(n9,"p");
NeuIso->Add(n7,"p");
NeuIso->Add(n8,"p");
TCanvas *c1 = new TCanvas("c1","Iso P vs Pt",1000,500);
c1->Divide(2,1);
c1->cd(1);
PhoIso->Draw("AP");
PhoIso->GetXaxis()->SetTitle("Pt GeVc^{-1}");
PhoIso->GetYaxis()->SetTitle("Isolation PF:gamma");
c1->cd(2)->SetLogz();
isoPptS->Draw("colz");
isoPptS->GetXaxis()->SetTitle("Pt GeVc^{-1}");
isoPptS->GetYaxis()->SetTitle("Isolation PF:gamma");
c1->SaveAs("PhotonIso_95.png");
TCanvas *c2 = new TCanvas("c2","Iso C vs Pt",1000,500);
c2->Divide(2,1);
c2->cd(1);
ChgIso->Draw("AP");
ChgIso->GetXaxis()->SetTitle("Pt GeVc^{-1}");
ChgIso->GetYaxis()->SetTitle("Isolation PF:ch hadrons");
c2->cd(2)->SetLogz();
isoCptS->Draw("colz");
isoCptS->GetXaxis()->SetTitle("Pt GeVc^{-1}");
isoCptS->GetYaxis()->SetTitle("Isolation PF:ch hadrons");
c2->SaveAs("ChargeIso_95.png");
TCanvas *c3 = new TCanvas("c3","Iso N vs Pt",1000,500);
c3->Divide(2,1);
c3->cd(1);
NeuIso->Draw("AP");
NeuIso->GetXaxis()->SetTitle("Pt GeVc^{-1}");
NeuIso->GetYaxis()->SetTitle("Isolation PF:h0");
c3->cd(2)->SetLogz();
isoNptS->Draw("colz");
isoNptS->GetXaxis()->SetTitle("Pt GeVc^{-1}");
isoNptS->GetYaxis()->SetTitle("Isolation PF:h0");
c3->SaveAs("NeutralIso_95_HoEcut.png");
c1->Update();
c2->Update();
c3->Update();
}
void plot(TString hname, TString legpos, TString pdfname, TString pdfmode="", Int_t rebinFactor=2)
{
TGraphAsymmErrors* gJES = new TGraphAsymmErrors(); gJES->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle()); gJES->GetYaxis()->SetTitle("Normalized"); gJES->SetTitle(histos1[hname+"_calib"]->GetTitle());
TGraphAsymmErrors* gJER = new TGraphAsymmErrors(); gJER->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle()); gJER->GetYaxis()->SetTitle("Normalized"); gJER->SetTitle(histos1[hname+"_calib"]->GetTitle());
TGraphAsymmErrors* gTOT = new TGraphAsymmErrors(); gTOT->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle()); gTOT->GetYaxis()->SetTitle("Normalized"); gTOT->SetTitle(histos1[hname+"_calib"]->GetTitle());
Double_t entries_calib = 0;
for(Int_t i=1 ; i<=histos1[hname+"_calib"]->GetNbinsX() ; i++) entries_calib+=histos1[hname+"_calib"]->GetBinContent(i);
Double_t entries_uncalib = 0;
for(Int_t i=1 ; i<=histos1[hname+"_uncalib"]->GetNbinsX() ; i++) entries_uncalib+=histos1[hname+"_uncalib"]->GetBinContent(i);
histos1[hname+"_uncalib"]->Rebin(rebinFactor);
histos1[hname+"_calib"]->Rebin(rebinFactor);
histos1[hname+"_JESUP"]->Rebin(rebinFactor);
histos1[hname+"_JESDWN"]->Rebin(rebinFactor);
histos1[hname+"_JERUP"]->Rebin(rebinFactor);
histos1[hname+"_JERDWN"]->Rebin(rebinFactor);
for(Int_t i=1 ; i<=histos1[hname+"_calib"]->GetNbinsX() ; i++)
{
float x = histos1[hname+"_calib"]->GetBinCenter(i);
float y = histos1[hname+"_calib"]->GetBinContent(i)/entries_calib;
float dx = histos1[hname+"_calib"]->GetBinWidth(i)/2;
gJES->SetPoint(i-1, x, y);
gJER->SetPoint(i-1, x, y);
gTOT->SetPoint(i-1, x, y);
float dyJES1 = fabs(y-histos1[hname+"_JESUP"]->GetBinContent(i)/entries_calib);
float dyJES2 = fabs(y-histos1[hname+"_JESDWN"]->GetBinContent(i)/entries_calib);
float dyJES = (dyJES1>dyJES2) ? dyJES1 : dyJES2;
float yErrDwnJES = dyJES;
float yErrUpJES = dyJES;
if((y-yErrDwnJES)<0.) yErrDwnJES = 0.;
gJES->SetPointError(i-1, dx,dx, yErrDwnJES,yErrUpJES);
float dyJER1 = fabs(y-histos1[hname+"_JERUP"]->GetBinContent(i)/entries_calib);
float dyJER2 = fabs(y-histos1[hname+"_JERDWN"]->GetBinContent(i)/entries_calib);
float dyJER = (dyJER1>dyJER2) ? dyJER1 : dyJER2;
float yErrDwnJER = dyJER;
float yErrUpJER = dyJER;
if((y-yErrDwnJER)<0.) yErrDwnJER = 0.;
gJER->SetPointError(i-1, dx,dx, yErrDwnJER,yErrUpJER);
float yErrDwnTOT = sqrt(yErrDwnJES*yErrDwnJES + yErrDwnJER*yErrDwnJER);
float yErrUpTOT = sqrt(yErrUpJES*yErrUpJES + yErrUpJER*yErrUpJER);
if((y-yErrDwnTOT)<0.) yErrDwnTOT = 0.;
gTOT->SetPointError(i-1, dx,dx, yErrDwnTOT,yErrUpTOT);
}
gTOT->SetFillColor(kRed); gTOT->SetLineColor(kRed);
gTOT->SetFillColor(kRed); gTOT->SetLineColor(kRed);
gJER->SetFillColor(kYellow); gJER->SetLineColor(kYellow);
gJER->SetFillColor(kYellow); gJER->SetLineColor(kYellow);
gJES->SetFillColor(kGreen); gJES->SetLineColor(kGreen);
gJES->SetFillColor(kGreen); gJES->SetLineColor(kGreen);
TMultiGraph *mgBands = new TMultiGraph();
mgBands->Add(gTOT);
mgBands->Add(gJER);
mgBands->Add(gJES);
TLegend* legLeft = new TLegend(0.12,0.65,0.42,0.85,NULL,"brNDC");
legLeft->SetFillStyle(4000); //will be transparent
legLeft->SetFillColor(0);
legLeft->SetTextFont(42);
legLeft->SetBorderSize(0);
legLeft->AddEntry(histos1[hname+"_calib"], "Calibrated jets","ple");
legLeft->AddEntry(histos1[hname+"_uncalib"], "Non calibrated jets","ple");
legLeft->AddEntry(gJES, "JES uncertainty","f");
legLeft->AddEntry(gJER, "JER uncertainty","f");
legLeft->AddEntry(gTOT, "Total uncertainty","f");
TLegend* legRight = new TLegend(0.5,0.65,0.8,0.85,NULL,"brNDC");
legRight->SetFillStyle(4000); //will be transparent
legRight->SetFillColor(0);
legRight->SetTextFont(42);
legRight->SetBorderSize(0);
legRight->AddEntry(histos1[hname+"_calib"], "Calibrated jets","ple");
legRight->AddEntry(histos1[hname+"_uncalib"], "Non calibrated jets","ple");
legRight->AddEntry(gJES, "JES uncertainty","f");
legRight->AddEntry(gJER, "JER uncertainty","f");
legRight->AddEntry(gTOT, "Total uncertainty","f");
histos1[hname+"_calib"]->Scale(1./entries_calib);
histos1[hname+"_uncalib"]->Scale(1./entries_uncalib);
TCanvas* cnv = new TCanvas("c","c",600,400);
cnv->Draw();
cnv->SetTicks(1,1);
cnv->cd();
histos1[hname+"_calib"]->Draw("p");
mgBands->Draw("a2");
mgBands->GetXaxis()->SetTitle(histos1[hname+"_calib"]->GetXaxis()->GetTitle());
mgBands->GetYaxis()->SetTitle("Normalized");
mgBands->SetTitle(histos1[hname+"_calib"]->GetTitle());
histos1[hname+"_uncalib"]->GetYaxis()->SetTitle("Normalized");
histos1[hname+"_uncalib"]->Draw("p same");
histos1[hname+"_calib"]->GetYaxis()->SetTitle("Normalized");
histos1[hname+"_calib"]->Draw("p same");
if(legpos=="left") legLeft->Draw("same");
if(legpos=="right") legRight->Draw("same");
ptxt->Draw("same");
cnv->RedrawAxis();
cnv->Update();
TString pngname = "figures/syst."+hname+".png"; pngname.ReplaceAll("calib_","");
TString epsname = "figures/syst."+hname+".eps"; epsname.ReplaceAll("calib_","");
cnv->SaveAs(pngname);
cnv->SaveAs(epsname);
cnv->SaveAs(pdfname+pdfmode);
delete gJES;
delete gJER;
delete gTOT;
delete mgBands;
delete legLeft;
delete legRight;
delete cnv;
}
void plot( TString stream = "MuTau",
TString channel = "SM0",
TString legend = "#tau_{#mu}#tau_{h}",
Float_t xMax_ = 50){
TCanvas *c1 = new TCanvas("c1","",5,30,650,600);
c1->SetGrid(0,0);
c1->SetFillStyle(4000);
c1->SetFillColor(10);
c1->SetTicky();
c1->SetObjectStat(0);
TLegend* leg = new TLegend(0.14,0.60,0.41,0.85,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextSize(0.03);
leg->SetFillColor(0);
float X[] = {110,115,120,125,130,135,140,145};
float obsY[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expY[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expX1sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expX1sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expY1sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expY1sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expX2sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expX2sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expY2sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float expY2sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
int nMassPoints = 8;
for(unsigned int i = 0 ; i < nMassPoints; i++){
TFile f(Form("higgsCombine%s%s.Asymptotic.mH%.0f.root",stream.Data(),channel.Data(),X[i]),"READ");
if(f.IsZombie()){
cout << "Cannot open file for " << string(channel.Data()) << " and mass " << X[i] << endl;
continue;
}
Double_t r;
TTree* limit = (TTree*)f.Get("limit");
limit->SetBranchAddress("limit",&r);
for(int k = 0 ; k< limit->GetEntries() ; k++){
limit->GetEntry(k);
if(k==0) expY2sL[i] = r;
if(k==1) expY1sL[i] = r;
if(k==2) expY[i] = r;
if(k==3) expY1sH[i] = r;
if(k==4) expY2sH[i] = r;
if(k==5) obsY[i] = r;
}
}
for(int i = 0 ; i < nMassPoints ; i++){
expY1sH[i] = TMath::Abs(expY1sH[i]-expY[i]);
expY1sL[i] = TMath::Abs(expY1sL[i]-expY[i]);
expY2sH[i] = TMath::Abs(expY2sH[i]-expY[i]);
expY2sL[i] = TMath::Abs(expY2sL[i]-expY[i]);
cout << "Mass " << X[i] << " => " << expY2sL[i] << ", " << expY1sL[i] << ", " << expY1sH[i] << ", "
<< expY2sH[i] << ", " << endl;
}
TMultiGraph *mg = new TMultiGraph();
mg->SetTitle("");
TGraphAsymmErrors* expected = new TGraphAsymmErrors(nMassPoints, X, expY, expX1sL ,expX1sL , expX1sL, expX1sL);
TGraphAsymmErrors* oneSigma = new TGraphAsymmErrors(nMassPoints, X, expY, expX1sL, expX1sL, expY1sL, expY1sH);
TGraphAsymmErrors* twoSigma = new TGraphAsymmErrors(nMassPoints, X, expY, expX2sL, expX2sL, expY2sL, expY2sH);
TGraphAsymmErrors* observed = new TGraphAsymmErrors(nMassPoints, X, obsY, expX1sL ,expX1sL , expX1sL, expX1sL);
oneSigma->SetMarkerColor(kBlack);
oneSigma->SetMarkerStyle(kFullCircle);
oneSigma->SetFillColor(kGreen);
oneSigma->SetFillStyle(1001);
twoSigma->SetMarkerColor(kBlack);
twoSigma->SetMarkerStyle(kFullCircle);
twoSigma->SetFillColor(kYellow);
twoSigma->SetFillStyle(1001);
expected->SetMarkerColor(kBlack);
expected->SetMarkerStyle(kFullCircle);
expected->SetMarkerSize(1.5);
expected->SetLineColor(kBlack);
expected->SetLineWidth(2);
observed->SetMarkerColor(kBlue);
observed->SetMarkerStyle(1);
observed->SetLineColor(kBlue);
observed->SetLineWidth(4);
mg->Add(twoSigma);
mg->Add(oneSigma);
mg->Add(expected);
mg->Add(observed);
mg->Draw("ALP3");
c1->cd();
gPad->Modified();
mg->GetXaxis()->SetLimits(110,145);
mg->GetYaxis()->SetTitleOffset(0.97);
mg->SetMinimum(0.);
mg->SetMaximum(xMax_);
mg->GetXaxis()->SetTitle("m_{H} (GeV)");
mg->GetYaxis()->SetTitle("#sigma X BR(H#rightarrow#tau#tau)_{95% CLs}/#sigma_{SM}");
leg->SetHeader(Form("#splitline{CMS Preliminary #sqrt{s}=7 TeV}{4.6 fb^{-1}, %s}",legend.Data()));
leg->AddEntry(expected,"Expected","P");
leg->AddEntry(observed,"Observed","L");
leg->Draw();
TF1 *line = new TF1("line","1",100,150);
line->SetLineColor(kRed);
line->SetLineWidth(2);
line->Draw("SAME");
gPad->SaveAs(Form("limit_%s_%s.png",stream.Data(), channel.Data()));
gPad->SaveAs(Form("limit_%s_%s.pdf",stream.Data(), channel.Data()));
}
void parameters()
{
gROOT->ProcessLine(".L ../include/CMSStyle.C");
gROOT->ProcessLine("CMSstyle()");
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
// actual helicity amplitudes for J = 2
string aplitudes[] = {
"T^{1}_{-1,-1,-1}",
"T^{1}_{0,-1,-1}",
"T^{2}_{-1,-1,-1}",
"T^{2}_{0,-1,-1}",
"T^{2}_{1,-1,-1}",
"T^{0}_{-1,-1,0}",
"T^{1}_{-1,-1,0}",
"T^{1}_{0,-1,0}",
"T^{2}_{-1,-1,0}",
"T^{2}_{0,-1,0}",
"T^{2}_{1,-1,0}",
"T^{1}_{-1,-1,1}",
"T^{1}_{0,-1,1}",
"T^{2}_{-1,-1,1}",
"T^{2}_{0,-1,1}",
"T^{2}_{1,-1,1}",
"A_{-1}",
"A_{1}"
};
// read parameters into vectors
vector<string> files;
vector< vector<double> > params;
TLatex * tex = new TLatex();
tex->SetNDC();
tex->SetTextSize(0.04);
TMultiGraph * mg = new TMultiGraph();
TLegend * leg = new TLegend(0.7, 0.9, 1.0, 1.0);
leg->SetLineColor(0);
leg->SetFillColor(0);
// 5/0 initParam
string list3[] = {
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_MG5_mm_SM.txt" , "NLO",
// "initParams/initParams_2_5_0_BAUR_ee_SM.txt" , "",
// "initParams/initParams_2_5_0_BAUR_mm_SM_V0.txt" , "",
// "initParams/initParams_2_5_0_BAUR_ee_SM.txt" , "initParams",
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_BAUR_ee_SM.txt" , "Monte Carlo (SM)"
// "outParams_2_initParams_2_5_0_BAUR_ee_SM_SIG.txt_5_0_BAUR_ee_SM.txt" , "Monte Carlo (SM)",
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_BAUR_ee_NSM.txt" , "Monte Carlo (NSM)"
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_BAUR_ee_SM_GEN.txt" , "Monte Carlo (GEN Level)"
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_Data_ee.txt" , "Data"
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_BS_ee.txt" , "Monte Carlo (Signal + BG)"
// "outParams_2_initParams_2_5_0_BS_ee.txt_5_0_BS_ee.txt" , "Monte Carlo (Signal + BG)"
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_MG5_LO_ee_SM.txt" , "MG5 (LO)",
// "outParams_2_initParams_2_5_0_BAUR_ee_SM.txt_5_0_MG5_NLO_ee_SM.txt" , "MG5 (NLO)"
// "initParams/initParams_2_5_0_BAUR_mm_SM.txt" , "initParams",
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_BAUR_mm_SM.txt" , "Monte Carlo (SM)"
"outParams_2_initParams_2_5_0_BAUR_mm_SM_SIG.txt_5_0_BAUR_mm_SM.txt" , "Monte Carlo (SM 1)",
// "outParams_2_initParams_2_5_0_BAUR_mm_NSM.txt_5_0_BAUR_mm_NSM.txt" , "Monte Carlo (NSM)"
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_BAUR_mm_SM_GEN.txt" , "Monte Carlo (GEN Level)"
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_Data_mm.txt" , "Data",
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_BS_mm.txt" , "Monte Carlo (Signal + BG)",
// "outParams_2_initParams_2_5_0_BS_mm.txt_5_0_BS_mm.txt" , "Monte Carlo (Signal + BG)"
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_MG5_LO_mm_SM.txt" , "MG5 (LO)",
// "outParams_2_initParams_2_5_0_BAUR_mm_SM.txt_5_0_MG5_NLO_mm_SM.txt" , "MG5 (NLO)"
};
int numOfFiles = (sizeof(list3) / sizeof(list3[0])) / 2;
string list[2*numOfFiles];
for (int i = 0; i < 2*numOfFiles; i++)
list[i] = list3[i];
cout << "Number of input files : " << (sizeof(list) / sizeof(list[0])) /2 << endl;
int NPAR;
map<int, vector<pair<double, double> > > parMap;
for (int i = 0; i < (sizeof(list) / sizeof(list[0])) / 2; i++)
{
cout << "Working with file : " << list[2*i] << endl;
params.push_back(readParams(list[2*i]));
const int npar = params.back().size() / 2;
NPAR = npar;
double X[npar];
double XE[npar];
double axis[npar];
double axisE[npar];
for (int j = 0; j < npar; j++)
{
axis[j] = j;
axisE[j] = 0;
}
for (int j = 0; j < npar; j++)
{
// X[j] = params.back().at(2*j) / params.back().at(0);
X[j] = params.back().at(2*j);
// cout << params.back().at(2*j) << " / " << params.back().at(0) << " = " << X[j] << endl;
// XE[j] = params.back().at(2*j+1) / fabs(params.back().at(0));
XE[j] = params.back().at(2*j+1);
// cout << params.back().at(2*j+1) << " / " << params.back().at(0) << " = " << XE[j] << endl;
// if (parMap.find(i) == parMap.end())
// {
// vector<pair<double, double> > parVec;
// parVec.push_back(make_pair(X[j], XE[j]));
// parMap[i] = parVec;
// }
// else parMap[i].push_back(make_pair(X[j]. XE[j]));
parMap[i].push_back(make_pair(X[j], XE[j]));
}
TGraphErrors * gr = new TGraphErrors(npar, axis, X, axisE, XE);
gr->SetLineColor(i+1);
gr->SetMarkerStyle(4+i);
gr->SetMarkerColor(i+1);
leg->AddEntry(gr, (list[2*i+1]).c_str(), "lp");
mg->Add(gr);
}
TCanvas * c1 = new TCanvas();
tex->DrawLatex(0.18, 0.96, "CMS Preliminary, 2011");
// tex->DrawLatex(0.18, 0.96, "CMS Preliminary, 2011, Electron Channel");
tex->DrawLatex(0.18, 0.96, "CMS Preliminary, 2011, Muon Channel");
tex->DrawLatex(0.8, 0.96, "#sqrt{s} = 7 TeV");
mg->Draw("APE");
for (int i = 0; i < NPAR; i++)
// mg->GetXaxis()->SetBinLabel(6*(i+1), "#gamma_{T}");
mg->GetXaxis()->SetBinLabel(5.4*(i+1), aplitudes[i].c_str());
// mg->GetYaxis()->SetTitle("Parameter / T^{1}_{-1,-1,-1}");
mg->GetYaxis()->SetTitle("Parameter Value");
leg->Draw();
c1->SaveAs("/afs/fnal.gov/files/home/room2/iraklich/public_html/ZGAMMA/MACROS/output/params.gif");
if (numOfFiles == 2)
for (int i = 0; i < NPAR; i++)
{
double diff = parMap[0].at(i).first - parMap[1].at(i).first;
double sigma = parMap[0].at(i).second * parMap[0].at(i).second + parMap[1].at(i).second * parMap[1].at(i).second;
cout << (diff*diff)/sigma << endl;
}
}
void DrawData(char * title, TGraphErrors * h1, TGraphErrors * h2, TGraphErrors * h3 = 0, TGraphErrors * h4 = 0, TGraphErrors * h5 = 0, TGraphErrors * h6 = 0) {
gPad->SetFillColor(fillCol);
gPad->SetGrid();
gPad->SetLogy();
gPad->SetLogx();
//gStyle->SetFillColor(30);
TMultiGraph * mg = new TMultiGraph();
h1->SetLineColor(3);
h1->SetMarkerColor(3);
h1->SetMarkerStyle(20);
h1->SetLineWidth(2);
mg->Add(h1);
h2->SetLineColor(4);
h2->SetMarkerColor(4);
h2->SetMarkerStyle(21);
h2->SetLineWidth(2);
mg->Add(h2);
if (h3 != 0 ) {
h3->SetLineColor(2);
h3->SetMarkerColor(2);
h3->SetMarkerStyle(22);
h3->SetLineWidth(2);
mg->Add(h3);
}
if (h4!= 0) {
h4->SetLineColor(5);
h4->SetMarkerColor(5);
h4->SetMarkerStyle(23);
h4->SetLineWidth(2);
mg->Add(h4);
}
if (h5!= 0) {
h5->SetLineColor(6);
h5->SetMarkerColor(6);
h5->SetMarkerStyle(29);
h5->SetLineWidth(2);
mg->Add(h5);
}
if (h6!= 0) {
h6->SetLineColor(7);
h6->SetMarkerColor(7);
h6->SetMarkerStyle(3);
h6->SetLineWidth(2);
mg->Add(h6);
}
TGraphErrors * hd = h1;
// hd->SetLineWidth(2);
//hd->GetXaxis()->SetLabelSize(0);
//hd->GetXaxis()->SetNdivisions(510);
hd->GetYaxis()->SetTitleSize(0.05);
hd->GetXaxis()->SetTitle("Matrix size ");
hd->GetYaxis()->SetTitle("CPU Time ");
hd->GetYaxis()->SetTitleOffset(0.7);
hd->SetTitle("");
// h1->SetMaximum(20);
// h1->SetMinimum(0.0);
gStyle->SetOptStat(0);
mg->Draw("alp");
// ned to do after drawing
mg->GetXaxis()->SetLimits(1.8,32);
mg->GetXaxis()->SetTitle("Matrix size ");
mg->GetXaxis()->SetMoreLogLabels(1);
mg->GetXaxis()->SetNoExponent(1);
mg->GetYaxis()->SetTitle("CPU Time ");
mg->GetYaxis()->SetTitleOffset(1.25);
TLegend * tleg = new TLegend(0.78, 0.25, 0.97 ,0.45);
tleg->AddEntry(h1, "SMatrix", "p");
tleg->AddEntry(h2, "TMatrix", "p");
if (h3 != 0) tleg->AddEntry(h3, "SMatrix_sym", "p");
if (h4 != 0) tleg->AddEntry(h4, "TMatrix_sym", "p");
if (h5 != 0) tleg->AddEntry(h5, "HepMatrix", "p");
if (h6 != 0) tleg->AddEntry(h6, "HepMatrix_sym", "p");
tleg->Draw();
{
TPaveText *pt1 = new TPaveText(0.78,0.15,0.97,0.2,"brNDC");
pt1->AddText(systemName.c_str());
pt1->SetBorderSize(1);
pt1->Draw();
pt1->SetFillColor(0);
}
{
TPaveText *pt1 = new TPaveText(0.3,0.91,0.7,0.98,"brNDC");
pt1->AddText(title);
pt1->SetBorderSize(1);
pt1->Draw();
pt1->SetFillColor(0);
}
}
void runBATCalculator()
{
// Definiton of a RooWorkspace containing the statistics model. Later the
// information for BATCalculator is retrieved from the workspace. This is
// certainly a bit of overhead but better from an educative point of view.
cout << "preparing the RooWorkspace object" << endl;
RooWorkspace* myWS = new RooWorkspace("myWS", true);
// combined prior for signal contribution
myWS->factory("Product::signal({sigma_s[0,20],L[5,15],epsilon[0,1]})");
myWS->factory("N_bkg[0,3]");
// define prior functions
// uniform prior for signal crosssection
myWS->factory("Uniform::prior_sigma_s(sigma_s)");
// (truncated) prior for efficiency
myWS->factory("Gaussian::prior_epsilon(epsilon,0.51,0.0765)");
// (truncated) Gaussian prior for luminosity
myWS->factory("Gaussian::prior_L(L,10,1)");
// (truncated) Gaussian prior for bkg crosssection
myWS->factory("Gaussian::prior_N_bkg(N_bkg,0.52,0.156)");
// Poisson distribution with mean signal+bkg
myWS->factory("Poisson::model(n[0,300],sum(signal,N_bkg))");
// define the global prior function
myWS->factory("PROD::prior(prior_sigma_s,prior_epsilon,prior_L,prior_N_bkg)");
// Definition of observables and parameters of interest
myWS->defineSet("obsSet", "n");
myWS->defineSet("poiSet", "sigma_s");
myWS->defineSet("nuisanceSet", "N_bkg,L,epsilon");
// ->model complete (Additional information can be found in the
// RooStats manual)
// feel free to vary the parameters, but don't forget to choose reasonable ranges for the
// variables. Currently the Bayesian methods will often not work well if the variable ranges
// are either too short (for obvious reasons) or too large (for technical reasons).
// A ModelConfig object is used to associate parts of your workspace with their statistical
// meaning (it is also possible to initialize BATCalculator directly with elements from the
// workspace but if you are sharing your workspace with others or if you want to use several
// different methods the use of ModelConfig will most often turn out to be the better choice.)
// setup the ModelConfig object
cout << "preparing the ModelConfig object" << endl;
ModelConfig modelconfig("modelconfig", "ModelConfig for this example");
modelconfig.SetWorkspace(*myWS);
modelconfig.SetPdf(*(myWS->pdf("model")));
modelconfig.SetParametersOfInterest(*(myWS->set("poiSet")));
modelconfig.SetPriorPdf(*(myWS->pdf("prior")));
modelconfig.SetNuisanceParameters(*(myWS->set("nuisanceSet")));
modelconfig.SetObservables(*(myWS->set("obsSet")));
// use BATCalculator to the derive credibility intervals as a function of the observed number of
// events in the hypothetical experiment
// define vector with tested numbers of events
TVectorD obsEvents;
// define vectors which will be filled with the lower and upper limits for each tested number
// of observed events
TVectorD BATul;
TVectorD BATll;
// fix upper limit of tested observed number of events
int obslimit = 10;
obsEvents.ResizeTo(obslimit);
BATul.ResizeTo(obslimit);
BATll.ResizeTo(obslimit);
cout << "starting the calculation of Bayesian credibility intervals with BATCalculator" << endl;
// loop over observed number of events in the hypothetical experiment
for (int obs = 1; obs <= obslimit; obs++) {
obsEvents[obs - 1] = (static_cast<double>(obs));
// prepare data input for the the observed number of events
// adjust number of observed events in the workspace. This is communicated to ModelConfig!
myWS->var("n")->setVal(obs);
// create data
RooDataSet data("data", "", *(modelconfig.GetObservables()));
data.add( *(modelconfig.GetObservables()));
// prepare BATCalulator
BATCalculator batcalc(data, modelconfig);
// give the BATCalculator a unique name (always a good idea in ROOT)
TString namestring = "mybatc_";
namestring += obs;
batcalc.SetName(namestring);
// fix amount of posterior probability in the calculated interval.
// the name confidence level is incorrect here
batcalc.SetConfidenceLevel(0.90);
// fix length of the Markov chain. (in general: the longer the Markov chain the more
// precise will be the results)
batcalc.SetnMCMC(20000);
// retrieve SimpleInterval object containing the information about the interval (this
// triggers the actual calculations)
SimpleInterval* interval = batcalc.GetInterval1D("sigma_s");
std::cout << "BATCalculator: 90% credibility interval: [ " << interval->LowerLimit() << " - " << interval->UpperLimit() << " ] or 95% credibility upper limit\n";
// add the interval borders for the current number of observed events to the vectors
// containing the lower and upper limits
BATll[obs - 1] = interval->LowerLimit();
BATul[obs - 1] = interval->UpperLimit();
// clean up for next loop element
batcalc.CleanCalculatorForNewData();
delete interval;
}
cout << "all limits calculated" << endl;
// summarize the results in a plot
TGraph* grBATll = new TGraph(obsEvents, BATll);
grBATll->SetLineColor(kGreen);
grBATll->SetLineWidth(200);
grBATll->SetFillStyle(3001);
grBATll->SetFillColor(kGreen);
TGraph* grBATul = new TGraph(obsEvents, BATul);
grBATul->SetLineColor(kGreen);
grBATul->SetLineWidth(-200);
grBATul->SetFillStyle(3001);
grBATul->SetFillColor(kGreen);
// create and draw multigraph
TMultiGraph* mg = new TMultiGraph("BayesianLimitsBATCalculator", "BayesianLimitsBATCalculator");
mg->SetTitle("example of Bayesian credibility intervals derived with BATCAlculator ");
mg->Add(grBATll);
mg->Add(grBATul);
mg->Draw("AC");
mg->GetXaxis()->SetTitle ("# observed events");
mg->GetYaxis()->SetTitle("limits on signal S (size of test: 0.1)");
mg->Draw("AC");
}
void Pythia8_Dijet30_result_JER_akPu4PF_(abs(refeta)<2)&&(hiBin>60)_refpt()
{
//=========Macro generated from canvas: Can_result_3/
//========= (Mon Apr 18 03:09:33 2016) by ROOT version6.02/13
TCanvas *Can_result_3 = new TCanvas("Can_result_3", "",18,40,700,500);
gStyle->SetOptFit(1);
Can_result_3->Range(-2.301397,-0.01150186,237.5545,0.3828568);
Can_result_3->SetFillColor(0);
Can_result_3->SetBorderMode(0);
Can_result_3->SetBorderSize(2);
Can_result_3->SetFrameBorderMode(0);
Can_result_3->SetFrameBorderMode(0);
TMultiGraph *multigraph = new TMultiGraph();
multigraph->SetName("name");
multigraph->SetTitle("JER_akPu4PF");
Double_t Graph_fx1007[11] = {
45,
55,
65,
75,
85,
95,
105,
115,
130,
150,
180};
Double_t Graph_fy1007[11] = {
0.1976721,
0.1639212,
0.1562002,
0.1480066,
0.1479035,
0.1333827,
0.1160421,
0.1205967,
0.1105508,
0.08141581,
0.09210746};
Double_t Graph_fex1007[11] = {
5,
5,
5,
5,
5,
5,
5,
5,
10,
10,
20};
Double_t Graph_fey1007[11] = {
0.001003849,
0.001317066,
0.001658995,
0.002251738,
0.003095601,
0.004152981,
0.005688263,
0.008277583,
0.006320737,
0.01258781,
0.01599127};
TGraphErrors *gre = new TGraphErrors(11,Graph_fx1007,Graph_fy1007,Graph_fex1007,Graph_fey1007);
gre->SetName("Graph");
gre->SetTitle("some title_0");
gre->SetFillColor(1);
gre->SetFillStyle(0);
TH1F *Graph_Graph1007 = new TH1F("Graph_Graph1007","some title_0",100,24,216);
Graph_Graph1007->SetMinimum(0.0558432);
Graph_Graph1007->SetMaximum(0.2116608);
Graph_Graph1007->SetDirectory(0);
Graph_Graph1007->SetStats(0);
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#000099");
Graph_Graph1007->SetLineColor(ci);
Graph_Graph1007->GetXaxis()->SetLabelFont(42);
Graph_Graph1007->GetXaxis()->SetLabelSize(0.035);
Graph_Graph1007->GetXaxis()->SetTitleSize(0.035);
Graph_Graph1007->GetXaxis()->SetTitleFont(42);
Graph_Graph1007->GetYaxis()->SetLabelFont(42);
Graph_Graph1007->GetYaxis()->SetLabelSize(0.035);
Graph_Graph1007->GetYaxis()->SetTitleSize(0.035);
Graph_Graph1007->GetYaxis()->SetTitleFont(42);
Graph_Graph1007->GetZaxis()->SetLabelFont(42);
Graph_Graph1007->GetZaxis()->SetLabelSize(0.035);
Graph_Graph1007->GetZaxis()->SetTitleSize(0.035);
Graph_Graph1007->GetZaxis()->SetTitleFont(42);
gre->SetHistogram(Graph_Graph1007);
multigraph->Add(gre,"");
Double_t Graph_fx1008[10] = {
33.60148,
40.66353,
49.20982,
59.5523,
72.06846,
87.21514,
105.5452,
127.7278,
154.5724,
187.059};
Double_t Graph_fy1008[10] = {
0.3165438,
0.2200061,
0.1916064,
0.1736762,
0.1550799,
0.1417295,
0.1352239,
0.1191096,
0.1233824,
0.06176231};
Double_t Graph_fex1008[10] = {
3.19525,
3.8668,
4.67949,
5.66299,
6.85317,
8.29351,
10.03657,
12.14595,
14.6987,
17.7879};
Double_t Graph_fey1008[10] = {
0.01253682,
0.005719637,
0.004019816,
0.005043033,
0.006710735,
0.008656837,
0.01379847,
0.02334296,
0.03556038,
0.01948799};
gre = new TGraphErrors(10,Graph_fx1008,Graph_fy1008,Graph_fex1008,Graph_fey1008);
gre->SetName("Graph");
gre->SetTitle("Graph");
gre->SetFillColor(1);
gre->SetFillStyle(0);
gre->SetLineColor(2);
gre->SetMarkerColor(2);
TH1F *Graph_Graph1008 = new TH1F("Graph_Graph1008","Graph",100,12.96216,222.291);
Graph_Graph1008->SetMinimum(0.01359369);
Graph_Graph1008->SetMaximum(0.3577612);
Graph_Graph1008->SetDirectory(0);
Graph_Graph1008->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph1008->SetLineColor(ci);
Graph_Graph1008->GetXaxis()->SetLabelFont(42);
Graph_Graph1008->GetXaxis()->SetLabelSize(0.035);
Graph_Graph1008->GetXaxis()->SetTitleSize(0.035);
Graph_Graph1008->GetXaxis()->SetTitleFont(42);
Graph_Graph1008->GetYaxis()->SetLabelFont(42);
Graph_Graph1008->GetYaxis()->SetLabelSize(0.035);
Graph_Graph1008->GetYaxis()->SetTitleSize(0.035);
Graph_Graph1008->GetYaxis()->SetTitleFont(42);
Graph_Graph1008->GetZaxis()->SetLabelFont(42);
Graph_Graph1008->GetZaxis()->SetLabelSize(0.035);
Graph_Graph1008->GetZaxis()->SetTitleSize(0.035);
Graph_Graph1008->GetZaxis()->SetTitleFont(42);
gre->SetHistogram(Graph_Graph1008);
multigraph->Add(gre,"");
multigraph->Draw("AP");
multigraph->GetXaxis()->SetTitle("refpt");
multigraph->GetXaxis()->SetLabelFont(42);
multigraph->GetXaxis()->SetLabelSize(0.035);
multigraph->GetXaxis()->SetTitleSize(0.035);
multigraph->GetXaxis()->SetTitleFont(42);
multigraph->GetYaxis()->SetTitle("#sigma_{Reco./Gen.}");
multigraph->GetYaxis()->SetLabelFont(42);
multigraph->GetYaxis()->SetLabelSize(0.035);
multigraph->GetYaxis()->SetTitleSize(0.035);
multigraph->GetYaxis()->SetTitleFont(42);
TLegend *leg = new TLegend(0.65,0.7,0.85,0.85,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
TLegendEntry *entry=leg->AddEntry("Graph","allJets","l");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","from chris","l");
entry->SetLineColor(2);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TLatex * tex = new TLatex(0.35,0.8,"#bf{#color[2]{|#eta_{jet}|<2.0}}");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(26);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.17,0.25,"Centrality:30-100%");
tex->SetNDC();
tex->SetTextFont(43);
tex->SetTextSize(26);
tex->SetLineWidth(2);
tex->Draw();
TPaveText *pt = new TPaveText(0.3743391,0.9365254,0.6256609,0.995,"blNDC");
pt->SetName("title");
pt->SetBorderSize(0);
pt->SetFillColor(0);
pt->SetFillStyle(0);
pt->SetTextFont(42);
AText = pt->AddText("JER_akPu4PF");
pt->Draw();
Can_result_3->Modified();
Can_result_3->cd();
Can_result_3->SetSelected(Can_result_3);
}
void Plot_1D_graphs(string filename){
string varXname = "Test Pulse DAC";
string varYname = "#bar{PDO}";
int VMM = 4;
vector<int> CH;
CH.push_back(20);
CH.push_back(22);
CH.push_back(24);
CH.push_back(26);
CH.push_back(28);
CH.push_back(30);
vector<int> Value;
vector<string> Label;
Value.push_back(80);
Label.push_back("Test Pulse DAC = 80");
Value.push_back(100);
Label.push_back("Test Pulse DAC = 100");
Value.push_back(120);
Label.push_back("Test Pulse DAC = 120");
Value.push_back(140);
Label.push_back("Test Pulse DAC = 140");
Value.push_back(160);
Label.push_back("Test Pulse DAC = 160");
// Value.push_back(0);
// Label.push_back("Delay Count = 0");
// Value.push_back(1);
// Label.push_back("Delay Count = 1");
// Value.push_back(2);
// Label.push_back("Delay Count = 2");
// Value.push_back(3);
// Label.push_back("Delay Count = 3");
// Value.push_back(4);
// Label.push_back("Delay Count = 4");
///////////////////////////////////////////////////////
setstyle(0);
TChain* tree = new TChain("MMFE8","MMFE8");
tree->AddFile(filename.c_str());
MMFE8Base* base = new MMFE8Base(tree);
int N = tree->GetEntries();
int Nval = Value.size();
int Nch = CH.size();
double Ntot[Nch][Nval];
double X[Nval];
double Xerr[Nval];
double Y[Nch][Nval];
double Yerr[Nch][Nval];
for(int i = 0; i < Nval; i++){
X[i] = Value[i];
Xerr[i] = 0;
for(int j = 0; j < Nch; j++){
Ntot[j][i] = 0;
Y[j][i] = 0;
Yerr[j][i] = 0;
}
}
for(int i = 0; i < N; i++){
base->GetEntry(i);
if(base->VMM != VMM)
continue;
for(int c = 0; c < Nch; c++){
if(base->CHpulse != CH[c])
continue;
int ival = base->TPDAC;
//int ival = base->Delay;
for(int v = 0; v < Nval; v++){
if(ival == Value[v]){
Ntot[c][v] += 1.;
Y[c][v] += base->PDO;
Yerr[c][v] += base->PDO*base->PDO;
}
}
}
}
for(int c = 0; c < Nch; c++){
for(int v = 0; v < Nval; v++){
double mean = Y[c][v] / max(Ntot[c][v],1.);
double mean2 = Yerr[c][v] / max(Ntot[c][v],1.);
Y[c][v] = mean;
Yerr[c][v] = sqrt(mean2-mean*mean);
}
}
vector<TGraphErrors*> gr;
TMultiGraph *mg = new TMultiGraph();
for(int c = 0; c < Nch; c++){
gr.push_back(new TGraphErrors(Nval,X,Y[c],Xerr,Yerr[c]));
gr[c]->SetMarkerStyle(21);
gr[c]->SetMarkerSize(1);
gr[c]->SetMarkerColor(1393+2*c);
gr[c]->SetLineColor(1393+2*c);
gr[c]->SetLineWidth(3);
gr[c]->SetFillColor(kWhite);
mg->Add(gr[c]);
}
TCanvas* can = new TCanvas("can","can",600,500);
can->SetLeftMargin(0.15);
can->SetRightMargin(0.04);
can->SetBottomMargin(0.15);
can->SetTopMargin(0.085);
can->Draw();
can->SetGridx();
can->SetGridy();
can->cd();
mg->Draw("AEP");
mg->Draw();
mg->GetXaxis()->CenterTitle();
mg->GetXaxis()->SetTitleFont(132);
mg->GetXaxis()->SetTitleSize(0.06);
mg->GetXaxis()->SetTitleOffset(1.06);
mg->GetXaxis()->SetLabelFont(132);
mg->GetXaxis()->SetLabelSize(0.05);
mg->GetXaxis()->SetTitle(varXname.c_str());
mg->GetYaxis()->CenterTitle();
mg->GetYaxis()->SetTitleFont(132);
mg->GetYaxis()->SetTitleSize(0.06);
mg->GetYaxis()->SetTitleOffset(1.);
mg->GetYaxis()->SetLabelFont(132);
mg->GetYaxis()->SetLabelSize(0.05);
mg->GetYaxis()->SetTitle(varYname.c_str());
TLegend* leg = new TLegend(0.688,0.22,0.93,0.42);
leg->SetTextFont(132);
leg->SetTextSize(0.045);
leg->SetFillColor(kWhite);
leg->SetLineColor(kWhite);
leg->SetShadowColor(kWhite);
for(int i = 0; i < Nch; i++){
string llabel = "CH = "+to_string(CH[i]);
leg->AddEntry(gr[i],llabel.c_str());
}
leg->SetLineColor(kWhite);
leg->SetFillColor(kWhite);
leg->SetShadowColor(kWhite);
leg->Draw("SAME");
TLatex l;
l.SetTextFont(132);
l.SetNDC();
l.SetTextSize(0.05);
l.SetTextFont(132);
l.DrawLatex(0.27,0.94,"MMFE8 Analysis");
l.SetTextSize(0.04);
l.SetTextFont(42);
l.DrawLatex(0.02,0.943,"#bf{#it{ATLAS}} Internal");
string label = "VMM # = "+to_string(VMM);
l.SetTextSize(0.05);
l.SetTextFont(132);
l.DrawLatex(0.64,0.94, label.c_str());
}
void qcd() {
setTDRStyle();
std::vector<double> bins;
bins.push_back(275.);
bins.push_back(325.);
for ( int i = 0; i < 6; ++i ) { bins.push_back(375.+100.*i); }
std::vector<double> widths;
widths.push_back(25.);
widths.push_back(25.);
for ( int i = 0; i < 6; ++i ) { widths.push_back(50.); }
std::vector<double> effs;
effs.push_back(1.13);
effs.push_back(0.83);
effs.push_back(0.72);
effs.resize(8,0.84);
// effs.push_back(0.84);
// effs.push_back(1.13);
// effs.push_back(1.32);
// effs.push_back(1.41);
// effs.push_back(2.09);
std::vector<double> errs;
errs.push_back(0.34);
errs.push_back(0.24);
errs.push_back(0.19);
errs.resize(8,0.14);
// errs.push_back(0.14);
// errs.push_back(0.24);
// errs.push_back(0.35);
// errs.push_back(0.50);
// errs.push_back(0.80);
std::vector<double> entries;
entries.push_back(46272.);
entries.push_back(43592.);
entries.push_back(58746.);
entries.push_back(78644.);
entries.push_back(29516.);
entries.push_back(11668.);
entries.push_back(5416.);
entries.push_back(5368.);
std::vector<double> prescales;
prescales.push_back(2000.);
prescales.push_back(1000.);
prescales.push_back(500.);
prescales.push_back(125.);
prescales.push_back(125.);
prescales.push_back(125.);
prescales.push_back(125.);
prescales.push_back(125.);
TCanvas* c = new TCanvas("tmp","tmp",900,600);
TGraphAsymmErrors* gr1 = new TGraphAsymmErrors(8);
gr1->SetName("Graph1");
gr1->SetTitle("");
gr1->SetFillColor(1);
gr1->SetLineWidth(2);
gr1->SetMarkerStyle(24);
gr1->SetMarkerColor(1);
gr1->SetMarkerSize(2.);
TGraphAsymmErrors* gr2 = new TGraphAsymmErrors(8);
gr2->SetName("Graph2");
gr2->SetTitle("");
gr2->SetFillColor(1);
gr2->SetLineWidth(2);
gr2->SetMarkerStyle(20);
gr1->SetMarkerColor(1);
gr2->SetMarkerSize(1.5);
for ( int i = 0; i < bins.size(); ++i ) {
double x = bins[i]+widths[i];
double y = entries[i]*prescales[i];
double ex = widths[i];
double ey = sqrt(entries[i])*prescales[i];
gr1->SetPoint(i+1,x,y);
gr1->SetPointError(i+1,0.,0.,ey,ey);
y = y / effs[i];
ey = y * sqrt( (ey/y)*(ey/y) + (errs[i]/effs[i])*(errs[i]/effs[i]) );
gr2->SetPoint(i+1,x,y);
gr2->SetPointError(i+1,ex,ex,ey,ey);
std::cout << " HT= " << bins[i] << " yield= " << y << " +/- " << ey << std::endl;
}
TMultiGraph* mg = new TMultiGraph();
mg->Add(gr1,"p");
mg->Add(gr2,"p");
mg->Draw("ap");
mg->GetXaxis()->SetTitle("H_{T} (GeV)");
mg->GetYaxis()->SetTitle("Bulk yields");
mg->GetYaxis()->SetRangeUser(1.e5,1.e9);
mg->GetXaxis()->SetRangeUser(275.,975.);
TF1* fit = new TF1("fit","expo",275.,875.);
gr2->Fit(fit,"R");
fit->Draw("same");
TLegend* leg = new TLegend( 0.45, 0.70, 0.85, 0.80 );
leg->SetFillColor(0);
leg->SetLineColor(0);
leg->SetShadowColor(0);
leg->SetTextSize(0.035);
leg->AddEntry(gr1,"Raw counts weighted by prescales","p");
leg->AddEntry(gr2,"Trigger efficiency corrected","p");
leg->Draw("same");
std::stringstream sss;
sss << "CMS, 1.5 fb^{-1}, #sqrt{s} = 8 TeV";
TLatex* tex = new TLatex(0.17,0.88,sss.str().c_str());
tex->SetNDC();
tex->SetTextSize(0.035);
tex->Draw();
c->SetLogy();
return;
}
void GE11sEfficiencyPlots_3Sector_DividerCurrent()
{
// Input Files
ifstream File1, File2, File3, File4;
File1.open("EfficiencyData_R1592_R1646_Lat17_GE11_IV.txt");
File2.open("SWAPHV_EfficiencyData_R2065_R2123_Lat17_GE11_IV.txt");
File3.open("SWAP_EfficiencyData_R1868_R1906_Lat18_GE11_IV.txt");
File4.open("EfficiencyData_R1313_R1397_Lat17_GE11_IV_GIF.txt");
// Name of Detector
const char* Detector1 = "#left(i#eta,i#phi#right)=#left(5,2#right); #sigma_{eff} #times 4";
const char* Detector2 = "#left(i#eta,i#phi#right)=#left(1,2#right); #sigma_{eff} #times 4";
const char* Detector3 = "#left(i#eta,i#phi#right)=#left(8,2#right); #sigma_{eff} #times 4";
const char* Detector4 = "#left(i#eta,i#phi#right)=#left(5,2#right); #sigma_{eff} #times 4";
const char* RunRange = "Threshold = 1.2 fC"; // 15 VFAT units";
const char* BeamType = "Beam: Muon";
const char* MSPL = "";
const char* Threshold = "";
const char* GasUsed = "";
const char* ClockMode = "";
const char* EtaPhiSector = "";
const char* CanvasName = "Efficiency_wrt_DividerCurrent";
const char* pdfFile = "EfficiencyPlot_wrt_DividerCurrent_wError4times_2gas.pdf";
const char* pngFile = "EfficiencyPlot_wrt_DividerCurrent_wError4times_2gas.png";
TFile *f = new TFile( "Efficiency_wrt_DividerCurrent_2gas_3Sector.root","RECREATE");
TGaxis::SetMaxDigits(3);
//const char* GraphTitle = "Efficiency For Run Range 306 To 407: 2014H2B";
const char* GraphTitle = "";
// Set TDR Style
setTDRStyle();
gStyle->SetOptFit(0);
writeExtraText = true; // if extra text
extraText = "#italic{Preliminary}"; // default extra text is "Preliminary"
int iPeriod = 0; // 1=7TeV, 2=8TeV, 3=7+8TeV, 7=7+8+13TeV, 0=free form (uses lumi_sqrtS)
TNtuple *NT_Detector1 = new TNtuple("EtaPhi52_ArCO2CF4","Efficiency Vs Divider Current","Divider_Current:Efficiency:Efficiency_Error");
TNtuple *NT_Detector2 = new TNtuple("EtaPhi12_ArCO2CF4","Efficiency Vs Divider Current","Divider_Current:Efficiency:Efficiency_Error");
TNtuple *NT_Detector3 = new TNtuple("EtaPhi82_ArCO2CF4","Efficiency Vs Divider Current","Divider_Current:Efficiency:Efficiency_Error");
TNtuple *NT_Detector4 = new TNtuple("EtaPhi52_ArCO2", "Efficiency Vs Divider Current","Divider_Current:Efficiency:Efficiency_Error");
Int_t nlines = 0;
vector<double> NT_Detector1_HV,NT_Detector1_Eff,NT_Detector1_EffErr,NT_Detector2_HV,NT_Detector2_Eff,NT_Detector2_EffErr,NT_Detector3_HV,NT_Detector3_Eff,NT_Detector3_EffErr, NT_Detector1_Gain, NT_Detector2_Gain, NT_Detector3_Gain, NT_Detector4_Gain, NT_Detector4_HV,NT_Detector4_Eff,NT_Detector4_EffErr;
double current, eff, efferr;
while (1)
{
File1 >> current >> eff >> efferr;
cout<<"1==> "<<current<<"\t"<<eff<<"\t"<<efferr<<endl;
if (!File1.good()) break;
NT_Detector1_HV.push_back(current);
NT_Detector1_Eff.push_back(eff);
NT_Detector1_EffErr.push_back(efferr);
NT_Detector1->Fill(current,eff,efferr);
nlines++;
}
while (1)
{
File2 >> current >> eff >> efferr;
cout<<"2==> "<<current<<"\t"<<eff<<"\t"<<efferr<<endl;
if (!File2.good()) break;
NT_Detector2_HV.push_back(current);
NT_Detector2_Eff.push_back(eff);
NT_Detector2_EffErr.push_back(efferr);
NT_Detector2->Fill(current,eff,efferr);
nlines++;
}
while (1)
{
File3 >> current >> eff >> efferr;
cout<<"3==> "<<current<<"\t"<<eff<<"\t"<<efferr<<endl;
if (!File3.good()) break;
NT_Detector3_HV.push_back(current);
NT_Detector3_Eff.push_back(eff);
NT_Detector3_EffErr.push_back(efferr);
NT_Detector3->Fill(current,eff,efferr);
nlines++;
}
while (1)
{
File4 >> current >> eff >> efferr;
cout<<"4==> "<<current<<"\t"<<eff<<"\t"<<efferr<<endl;
if (!File4.good()) break;
NT_Detector4_HV.push_back(current);
NT_Detector4_Eff.push_back(eff);
NT_Detector4_EffErr.push_back(efferr);
NT_Detector4->Fill(current,eff,efferr);
nlines++;
}
File1.close();
File2.close();
File3.close();
File4.close();
TCanvas* c1 = new TCanvas("c1","",1);
c1->Range(0,0,1,1);
TPad *pad = new TPad("pad","",0,0,1,1);
pad->SetGrid();
pad->Draw();
pad->cd();
TF1 *f1 = new TF1("f1","[0]+(0.989)/([1]+exp(-[2]*(x-697.3)))",650,815);
TF1 *f2 = new TF1("f2","(0.968)/([1]+exp(-[2]*(x-713)))",650,815);
TF1 *f3 = new TF1("f3","(0.973)/([1]+exp(-[2]*(x-725)))",650,820);
TF1 *f4 = new TF1("f4","(0.985)/([1]+exp(-[2]*(x-614)))",565,720);
// f3->SetParameters(1.,1.,1.);
// create first graph
TGraphErrors *gr1 = new TGraphErrors(NT_Detector1_HV.size());
for(unsigned int i=0;i<NT_Detector1_HV.size();i++)
{
gr1->SetPoint(i,NT_Detector1_HV[i],NT_Detector1_Eff[i]);
gr1->SetPointError(i,0,4*NT_Detector1_EffErr[i]);
}
gr1->SetMarkerColor(kGreen+3);
gr1->SetLineColor(kGreen+3);
gr1->SetMarkerStyle(21);
gr1->GetXaxis()->SetTitle("Current Supplied To HV Divider (#mu A)");
gr1->GetYaxis()->SetTitle("Efficiency");
gr1->SetTitle(GraphTitle);
f1->SetLineColor(kGreen+3);
gr1->Fit("f1","R");
// create first graph
TGraphErrors *gr5 = new TGraphErrors(NT_Detector2_HV.size());
for(unsigned int i=0;i<NT_Detector2_HV.size();i++)
{
gr5->SetPoint(i,NT_Detector2_HV[i],NT_Detector2_Eff[i]);
gr5->SetPointError(i,0,4*NT_Detector2_EffErr[i]);
}
gr5->SetMarkerColor(kBlack);
gr5->SetLineColor(kBlack);
gr5->SetMarkerStyle(22);
gr5->GetXaxis()->SetTitle("Current Supplied To HV Divider (#mu A)");
gr5->GetYaxis()->SetTitle("Efficiency");
f2->SetLineColor(kBlack);
gr5->Fit("f2","R");
// create first graph
TGraphErrors *gr8 = new TGraphErrors(NT_Detector3_HV.size());
for(unsigned int i=0;i<NT_Detector3_HV.size();i++)
{
gr8->SetPoint(i,NT_Detector3_HV[i],NT_Detector3_Eff[i]);
gr8->SetPointError(i,0,4*NT_Detector3_EffErr[i]);
}
gr8->SetMarkerColor(kBlue);
gr8->SetLineColor(kBlue);
gr8->SetMarkerStyle(24);
gr8->GetXaxis()->SetTitle("Current Supplied To HV Divider (uA)");
gr8->GetYaxis()->SetTitle("Efficiency");
gr8->SetTitle(GraphTitle);
f3->SetLineColor(kBlue);
gr8->Fit("f3","R");
// create first graph
TGraphErrors *gr9 = new TGraphErrors(NT_Detector4_HV.size());
for(unsigned int i=0;i<NT_Detector4_HV.size();i++)
{
gr9->SetPoint(i,NT_Detector4_HV[i],NT_Detector4_Eff[i]);
gr9->SetPointError(i,0,4*NT_Detector4_EffErr[i]);
}
gr9->SetMarkerColor(kMagenta+2);
gr9->SetLineColor(kMagenta+2);
gr9->SetMarkerStyle(20);
gr9->GetXaxis()->SetTitle("Current Supplied To HV Divider (uA)");
gr9->GetYaxis()->SetTitle("Efficiency");
f4->SetLineColor(kMagenta+2);
gr9->Fit("f4","R");
TMultiGraph *mg = new TMultiGraph("mg",";Current Supplied to HV Divider (#mu A);Efficiency");
mg->Add(gr1);
mg->Add(gr5);
mg->Add(gr8);
mg->Add(gr9);
mg->SetMaximum(1.01);
mg->SetMinimum(0.0);
//mg->GetYaxis()->SetRangeUser(570.,820.);
mg->Draw("AP");
mg->GetXaxis()->SetLimits(560,890);
mg->GetYaxis()->SetDecimals(1);
//Draw the Legend
TLegend *leg = new TLegend(0.55,0.400,0.80,0.50);
TLegend *leg2 = new TLegend(0.55,0.150,0.80,0.30);
leg2->SetTextSize(0.05);
leg2->SetTextFont(42);
leg->SetTextSize(0.05);
leg->SetTextFont(42);
//leg->AddEntry(gr1,"(i#eta,i#phi)=(1,2)","LPE");
//leg->AddEntry(gr5,"(i#eta,i#phi)=(5,2)","LPE");
//leg->AddEntry(gr8,"(i#eta,i#phi)=(8.2)","LPE");
leg->AddEntry(gr9,Detector4,"PE");
leg2->AddEntry(gr5,Detector2,"PE");
leg2->AddEntry(gr1,Detector1,"PE");
leg2->AddEntry(gr8,Detector3,"PE");
leg->Draw("same");
leg2->Draw("same");
TLatex *text1 = new TLatex(750,0.74,RunRange);
TLatex *text2 = new TLatex(750,0.66,BeamType);
TLatex *text5 = new TLatex(750,0.58,"Gap Config: 3/1/2/1 mm");
TLatex *text3 = new TLatex(750,0.48,"Gas: Ar/CO2 (70/30)");
TLatex *text4 = new TLatex(750,0.28,"Gas: Ar/CO2/CF4 (45/15/40)");
// TLatex *text5 = new TLatex(81050,0.64,ClockMode);
TLatex *text6 = new TLatex(3150,0.56,EtaPhiSector);
TLatex *text7 = new TLatex(3250,0.48,GasUsed);
text1->SetTextFont(42);
text2->SetTextFont(42);
text3->SetTextFont(42);
text5->SetTextFont(42);
//text3->SetTextAngle(50);
//text4->SetTextAngle(50);
// text3->SetTextColor(kMagenta);
text4->SetTextFont(42);
text1->SetTextSize(0.04);
text2->SetTextSize(0.04);
text3->SetTextSize(0.04);
text4->SetTextSize(0.04);
text5->SetTextSize(0.04);
TLatex *cmsprem = new TLatex(560,1.015,"CMS #it{Preliminary}");
//TLatex *cmsprem = new TLatex(58.5,1.03,"#it{Preliminary}");
//TLatex *cmsprem = new TLatex(58.5,1.03,"CMS #it{Preliminary}");
TLatex *gen = new TLatex(855,1.015,"GE1/1");
// cmsprem->SetTextFont(42);
// cmsprem->SetTextSize(0.05);
// gen->SetTextFont(42);
// gen->SetTextSize(0.05);
// cmsprem->SetTextSize(0.04);
text1->Draw("same");
text2->Draw("same");
text3->Draw("same");
text4->Draw("same");
text5->Draw("same");
text6->Draw("same");
text7->Draw("same");
cmsprem->Draw("same");
gen->Draw("same");
//
//// CMS_lumi( c1, iPeriod, 0 );
//
// Float_t rightmax = 1.1*gr1->GetMaximum();
//draw an axis on the right side
// TGaxis *axis = new TGaxis(gPad->GetUxmin(),gPad->GetUymin(),
// gPad->GetUxmax(), gPad->GetUymax(),0,rightmax,510,"+L");
// TGaxis *axis = new TGaxis(104,1.01,23211,1.01,3370,4252,15,"-");
// cout<<"GetUxmax = "<<gPad->GetUxmin()<<"\tGetUymin = "<<gPad->GetUxmax()<<endl;
// cout<<"GetUxmax = "<<gPad->GetUymin()<<"\tGetUymin = "<<gPad->GetUymax()<<endl;
// axis->SetTitle("V_Drift (volts)");
// // axis->SetTitleSize(2.5);
// axis->SetTitleFont(42);
// axis->SetTitleColor(1);
// //axis->SetTitleFontSize(0.05);
// axis->SetLineColor(kBlack);
// axis->SetLabelColor(kBlack);
// axis->Draw("sames");
c1->Update();
c1->SaveAs(pdfFile);
c1->SaveAs(pngFile);
//c1->SaveAs();
c1->Write();
f->Write();
}
void mergeErrors_v6(){
cout << "============== Merge Errors =============" << endl;
/* Data from http://hepdata.cedar.ac.uk/view/ins1243865/first */
/* 0-10 Centrality * */
double p8557_d1x1y1_xval[] = { 0.7, 0.9, 1.1, 1.3, 1.5, 1.7, 1.9, 2.1, 2.3,
2.5, 2.7, 2.9, 3.1, 3.3, 3.5, 3.7, 3.9, 4.1, 4.3,
4.5, 4.7, 4.9, 5.25, 5.75, 6.25, 6.75, 7.5 };
double p8557_d1x1y1_xerrminus[] = { 0.09999999999999998, 0.09999999999999998, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.09999999999999964,
0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.09999999999999964,
0.09999999999999964, 0.10000000000000053, 0.10000000000000053, 0.25, 0.25, 0.25, 0.25, 0.5 };
double p8557_d1x1y1_xerrplus[] = { 0.10000000000000009, 0.09999999999999998, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009,
0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000053, 0.10000000000000053,
0.09999999999999964, 0.09999999999999964, 0.09999999999999964, 0.25, 0.25, 0.25, 0.25, 0.5 };
double p8557_d1x1y1_yval[] = { 1.076, 1.644, 1.717, 1.744, 1.718, 1.453, 1.24, 1.08, 0.8642,
0.678, 0.5001, 0.3669, 0.2623, 0.1768, 0.1238, 0.0849, 0.05931, 0.04299, 0.02735,
0.01973, 0.01215, 0.01075, 0.006172, 0.003252, 0.00128, 5.81E-4, 3.75E-4 };
double p8557_d1x1y1_yerrminus[] = { 0.21876928486421487, 0.12473972903610141, 0.1115212984142491, 0.1040096149401583, 0.09947864092356709, 0.08372574275573791, 0.06762396025078685, 0.05869412236331675, 0.04735609781221421,
0.037486130768592266, 0.027644891028904422, 0.020437710243566914, 0.014759742545180116, 0.010121264743103996, 0.007220110802473879, 0.005086619702710239, 0.0036665242396580443, 0.00278485188115993, 0.001895521036549054,
0.001479898645178108, 0.001054371850914088, 9.486832980505138E-4, 4.828270912034659E-4, 3.060228749619871E-4, 1.6861791126686394E-4, 1.244266852407473E-4, 7.349829930005183E-5 };
double p8557_d1x1y1_yerrplus[] = { 0.21876928486421487, 0.12473972903610141, 0.1115212984142491, 0.1040096149401583, 0.09947864092356709, 0.08372574275573791, 0.06762396025078685, 0.05869412236331675, 0.04735609781221421,
0.037486130768592266, 0.027644891028904422, 0.020437710243566914, 0.014759742545180116, 0.010121264743103996, 0.007220110802473879, 0.005086619702710239, 0.0036665242396580443, 0.00278485188115993, 0.001895521036549054,
0.001479898645178108, 0.001054371850914088, 9.486832980505138E-4, 4.828270912034659E-4, 3.060228749619871E-4, 1.6861791126686394E-4, 1.244266852407473E-4, 7.349829930005183E-5 };
double p8557_d1x1y1_ystatminus[] = { 0.212, 0.094, 0.071, 0.057, 0.05, 0.041, 0.027, 0.023, 0.0194,
0.016, 0.0118, 0.0091, 0.0068, 0.005, 0.0037, 0.00281, 0.00215, 0.00177, 0.00131,
0.0011, 8.6E-4, 7.8E-4, 3.71E-4, 2.59E-4, 1.56E-4, 1.21E-4, 7.1E-5 };
double p8557_d1x1y1_ystatplus[] = { 0.212, 0.094, 0.071, 0.057, 0.05, 0.041, 0.027, 0.023, 0.0194,
0.016, 0.0118, 0.0091, 0.0068, 0.005, 0.0037, 0.00281, 0.00215, 0.00177, 0.00131,
0.0011, 8.6E-4, 7.8E-4, 3.71E-4, 2.59E-4, 1.56E-4, 1.21E-4, 7.1E-5 };
/* ============================================== */
/* 10-30 Centrality */
// Plot: p8557_d2x1y2
double p8557_d2x1y1_xval[] = { 0.7, 0.9, 1.1, 1.3, 1.5, 1.7, 1.9, 2.1, 2.3,
2.5, 2.7, 2.9, 3.1, 3.3, 3.5, 3.7, 3.9, 4.1, 4.3,
4.5, 4.7, 4.9, 5.25, 5.75, 6.25, 6.75, 7.5 };
double p8557_d2x1y1_xerrminus[] = { 0.09999999999999998, 0.09999999999999998, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.09999999999999964,
0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.09999999999999964,
0.09999999999999964, 0.10000000000000053, 0.10000000000000053, 0.25, 0.25, 0.25, 0.25, 0.5 };
double p8557_d2x1y1_xerrplus[] = { 0.10000000000000009, 0.09999999999999998, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009,
0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000053, 0.10000000000000053,
0.09999999999999964, 0.09999999999999964, 0.09999999999999964, 0.25, 0.25, 0.25, 0.25, 0.5 };
double p8557_d2x1y1_yval[] = { 1.06, 1.223, 1.342, 1.33, 1.236, 1.054, 0.8661, 0.7372, 0.6004,
0.4648, 0.3465, 0.2514, 0.1741, 0.1207, 0.08793, 0.0614, 0.04268, 0.03026, 0.0197,
0.0165, 0.01188, 0.006472, 0.004452, 0.001868, 0.001006, 4.23E-4, 1.31E-4 };
double p8557_d2x1y1_yerrminus[] = { 0.14969635934116768, 0.08987213138676528, 0.0873212459828649, 0.08044874144447507, 0.07271863585079137, 0.06140032573203501, 0.04769580694358782, 0.040585958162891754, 0.03314830312399113,
0.02576198750096739, 0.019275372888740698, 0.014177799547179386, 0.009888377015466188, 0.006896375859826667, 0.005146736830264396, 0.0036970934529708603, 0.0026580067720004025, 0.001960255085441688, 0.001385929291125633,
0.001173882447266335, 9.154780172128657E-4, 6.348952669535347E-4, 3.5716942758304493E-4, 2.1153959440256098E-4, 1.4021768789992226E-4, 9.436630754670865E-5, 4.5541190146942804E-5 };
double p8557_d2x1y1_yerrplus[] = { 0.14969635934116768, 0.08987213138676528, 0.0873212459828649, 0.08044874144447507, 0.07271863585079137, 0.06140032573203501, 0.04769580694358782, 0.040585958162891754, 0.03314830312399113,
0.02576198750096739, 0.019275372888740698, 0.014177799547179386, 0.009888377015466188, 0.006896375859826667, 0.005146736830264396, 0.0036970934529708603, 0.0026580067720004025, 0.001960255085441688, 0.001385929291125633,
0.001173882447266335, 9.154780172128657E-4, 6.348952669535347E-4, 3.5716942758304493E-4, 2.1153959440256098E-4, 1.4021768789992226E-4, 9.436630754670865E-5, 4.5541190146942804E-5 };
double p8557_d2x1y1_ystatminus[] = { 0.14, 0.066, 0.056, 0.046, 0.038, 0.031, 0.02, 0.0169, 0.0141,
0.0112, 0.0085, 0.0065, 0.0047, 0.0034, 0.00267, 0.00206, 0.00159, 0.00125, 9.8E-4,
8.4E-4, 7.0E-4, 5.46E-4, 2.79E-4, 1.9E-4, 1.31E-4, 9.2E-5, 4.5E-5 };
double p8557_d2x1y1_ystatplus[] = { 0.14, 0.066, 0.056, 0.046, 0.038, 0.031, 0.02, 0.0169, 0.0141,
0.0112, 0.0085, 0.0065, 0.0047, 0.0034, 0.00267, 0.00206, 0.00159, 0.00125, 9.8E-4,
8.4E-4, 7.0E-4, 5.46E-4, 2.79E-4, 1.9E-4, 1.31E-4, 9.2E-5, 4.5E-5 };
/* ============================================== */
/* 20-40 Centrality * */
// Plot: p8557_d3x1y2
double p8557_d3x1y1_xval[] = { 0.7, 0.9, 1.1, 1.3, 1.5, 1.7, 1.9, 2.1, 2.3,
2.5, 2.7, 2.9, 3.1, 3.3, 3.5, 3.7, 3.9, 4.1, 4.3,
4.5, 4.7, 4.9, 5.25, 5.75, 6.25, 6.75, 7.5 };
double p8557_d3x1y1_xerrminus[] = { 0.09999999999999998, 0.09999999999999998, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.09999999999999964,
0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.09999999999999964,
0.09999999999999964, 0.10000000000000053, 0.10000000000000053, 0.25, 0.25, 0.25, 0.25, 0.5 };
double p8557_d3x1y1_xerrplus[] = { 0.10000000000000009, 0.09999999999999998, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009,
0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000053, 0.10000000000000053,
0.09999999999999964, 0.09999999999999964, 0.09999999999999964, 0.25, 0.25, 0.25, 0.25, 0.5 };
double p8557_d3x1y1_yval[] = { 0.6946, 0.758, 0.7873, 0.7486, 0.6874, 0.562, 0.4608, 0.3885, 0.3118,
0.2345, 0.1803, 0.1265, 0.09069, 0.06418, 0.04477, 0.0321, 0.02334, 0.01655, 0.01149,
0.00822, 0.00558, 0.004844, 0.002443, 0.001312, 7.01E-4, 3.15E-4, 1.68E-4 };
double p8557_d3x1y1_yerrminus[] = { 0.07341784524214805, 0.0509825460329317, 0.049400404856640594, 0.044170238849252336, 0.039641518638922, 0.031995312156626945, 0.02500079998720041, 0.02110094784600919, 0.01701763790894612,
0.012803515142334937, 0.009848857801796104, 0.0069354163537598814, 0.005035960682928333, 0.003604677516782882, 0.0025554842985234714, 0.0018643229333996834, 0.0013897481786280565, 0.0010183319694480773, 7.451845409024532E-4,
5.658992843254E-4, 4.140978145317843E-4, 3.655680511204446E-4, 1.7682759965570986E-4, 1.1567627241573788E-4, 7.73692445355388E-5, 5.345091205957107E-5, 2.9120439557122074E-5 };
double p8557_d3x1y1_yerrplus[] = { 0.07341784524214805, 0.0509825460329317, 0.049400404856640594, 0.044170238849252336, 0.039641518638922, 0.031995312156626945, 0.02500079998720041, 0.02110094784600919, 0.01701763790894612,
0.012803515142334937, 0.009848857801796104, 0.0069354163537598814, 0.005035960682928333, 0.003604677516782882, 0.0025554842985234714, 0.0018643229333996834, 0.0013897481786280565, 0.0010183319694480773, 7.451845409024532E-4,
5.658992843254E-4, 4.140978145317843E-4, 3.655680511204446E-4, 1.7682759965570986E-4, 1.1567627241573788E-4, 7.73692445355388E-5, 5.345091205957107E-5, 2.9120439557122074E-5 };
double p8557_d3x1y1_ystatminus[] = { 0.0647, 0.0341, 0.0298, 0.0235, 0.0197, 0.0153, 0.0098, 0.0083, 0.0068,
0.0052, 0.004, 0.0029, 0.0022, 0.00164, 0.00123, 9.4E-4, 7.5E-4, 5.9E-4, 4.8E-4,
3.89E-4, 3.06E-4, 2.74E-4, 1.28E-4, 9.5E-5, 6.9E-5, 5.1E-5, 2.8E-5 };
double p8557_d3x1y1_ystatplus[] = { 0.0647, 0.0341, 0.0298, 0.0235, 0.0197, 0.0153, 0.0098, 0.0083, 0.0068,
0.0052, 0.004, 0.0029, 0.0022, 0.00164, 0.00123, 9.4E-4, 7.5E-4, 5.9E-4, 4.8E-4,
3.89E-4, 3.06E-4, 2.74E-4, 1.28E-4, 9.5E-5, 6.9E-5, 5.1E-5, 2.8E-5 };
/* ============================================== */
/* 40-60 Centrality * */
// Plot: p8557_d4x1y2
double p8557_d4x1y1_xval[] = { 0.7, 0.9, 1.1, 1.3, 1.5, 1.7, 1.9, 2.1, 2.3,
2.5, 2.7, 2.9, 3.1, 3.3, 3.5, 3.7, 3.9, 4.1, 4.3,
4.5, 4.7, 4.9, 5.25, 5.75, 6.5, 0, 0 };
double p8557_d4x1y1_xerrminus[] = { 0.09999999999999998, 0.09999999999999998, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.09999999999999964,
0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.09999999999999964,
0.09999999999999964, 0.10000000000000053, 0.10000000000000053, 0.25, 0.25, 0.5, 0, 0 };
double p8557_d4x1y1_xerrplus[] = { 0.10000000000000009, 0.09999999999999998, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009,
0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000053, 0.10000000000000053,
0.09999999999999964, 0.09999999999999964, 0.09999999999999964, 0.25, 0.25, 0.5, 0, 0 };
double p8557_d4x1y1_yval[] = { 0.2504, 0.2782, 0.3075, 0.2807, 0.2437, 0.1924, 0.1481, 0.1192, 0.09645,
0.07276, 0.05274, 0.03858, 0.02663, 0.01973, 0.01411, 0.009393, 0.007539, 0.005053, 0.003733,
0.002524, 0.002074, 0.001509, 8.87E-4, 4.19E-4, 1.5E-4 , 0, 0};
double p8557_d4x1y1_yerrminus[] = { 0.027861442891566113, 0.02008631374842084, 0.020947553556441862, 0.0175, 0.014869095466772685, 0.011428035701729322, 0.008273451516749223, 0.00670820393249937, 0.005397897738935038,
0.00408768883355864, 0.0029882436312991616, 0.0022019309707617995, 0.001546932448428179, 0.0011734564329364766, 8.62670273047588E-4, 6.025188793722567E-4, 4.970965700947855E-4, 3.599236030048599E-4, 2.872159466324946E-4,
2.1726711670199886E-4, 1.9250974001333023E-4, 1.5970597985047398E-4, 8.0156097709407E-5, 5.423098745182499E-5, 2.5298221281347037E-5, 0, 0 };
double p8557_d4x1y1_yerrplus[] = { 0.027861442891566113, 0.02008631374842084, 0.020947553556441862, 0.0175, 0.014869095466772685, 0.011428035701729322, 0.008273451516749223, 0.00670820393249937, 0.005397897738935038,
0.00408768883355864, 0.0029882436312991616, 0.0022019309707617995, 0.001546932448428179, 0.0011734564329364766, 8.62670273047588E-4, 6.025188793722567E-4, 4.970965700947855E-4, 3.599236030048599E-4, 2.872159466324946E-4,
2.1726711670199886E-4, 1.9250974001333023E-4, 1.5970597985047398E-4, 8.0156097709407E-5, 5.423098745182499E-5, 2.5298221281347037E-5, 0, 0 };
double p8557_d4x1y1_ystatminus[] = { 0.0249, 0.0145, 0.0142, 0.0105, 0.0085, 0.0062, 0.0037, 0.003, 0.00243,
0.00186, 0.0014, 0.00106, 7.9E-4, 6.3E-4, 4.9E-4, 3.77E-4, 3.24E-4, 2.56E-4, 2.18E-4,
1.77E-4, 1.62E-4, 1.41E-4, 6.7E-5, 5.0E-5, 2.4E-5, 0, 0 };
double p8557_d4x1y1_ystatplus[] = { 0.0249, 0.0145, 0.0142, 0.0105, 0.0085, 0.0062, 0.0037, 0.003, 0.00243,
0.00186, 0.0014, 0.00106, 7.9E-4, 6.3E-4, 4.9E-4, 3.77E-4, 3.24E-4, 2.56E-4, 2.18E-4,
1.77E-4, 1.62E-4, 1.41E-4, 6.7E-5, 5.0E-5, 2.4E-5 , 0, 0};
/* ============================================== */
/* 60-80 Centrality * */
// Plot: p8557_d5x1y2
double p8557_d5x1y1_xval[] = { 0.7, 0.9, 1.1, 1.3, 1.5, 1.7, 1.9, 2.1, 2.3,
2.5, 2.7, 2.9, 3.1, 3.3, 3.5, 3.7, 3.9, 4.25, 4.75,
5.5, 0, 0, 0, 0, 0, 0 };
double p8557_d5x1y1_xerrminus[] = { 0.09999999999999998, 0.09999999999999998, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.09999999999999964,
0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.25, 0.25,
0.5 , 0, 0, 0, 0, 0, 0};
double p8557_d5x1y1_xerrplus[] = { 0.10000000000000009, 0.09999999999999998, 0.09999999999999987, 0.09999999999999987, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009,
0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.10000000000000009, 0.09999999999999964, 0.10000000000000009, 0.25, 0.25,
0.5 , 0, 0, 0, 0, 0, 0};
double p8557_d5x1y1_yval[] = { 0.06508, 0.07166, 0.07848, 0.06791, 0.0506, 0.03839, 0.03088, 0.02348, 0.01796,
0.01307, 0.009976, 0.007496, 0.005041, 0.00349, 0.002671, 0.00178, 0.001337, 7.69E-4, 3.39E-4,
1.42E-4, 0, 0, 0, 0, 0, 0 };
double p8557_d5x1y1_yerrminus[] = { 0.009465442409100591, 0.006329676137054723, 0.006120163396511567, 0.00472423538786966, 0.003392418016695466, 0.0025185908758669, 0.0018471599822430108, 0.0014117365193264642, 0.0010985900054160333,
8.140024569987489E-4, 6.433016399792558E-4, 5.008482804203285E-4, 3.6208286344426737E-4, 2.7271963625672427E-4, 2.2520435164534455E-4, 1.7098830369355678E-4, 1.435896932234344E-4, 7.102112361825881E-5, 4.4384682042344295E-5,
2.2135943621178656E-5, 0, 0, 0, 0, 0, 0 };
double p8557_d5x1y1_yerrplus[] = { 0.009465442409100591, 0.006329676137054723, 0.006120163396511567, 0.00472423538786966, 0.003392418016695466, 0.0025185908758669, 0.0018471599822430108, 0.0014117365193264642, 0.0010985900054160333,
8.140024569987489E-4, 6.433016399792558E-4, 5.008482804203285E-4, 3.6208286344426737E-4, 2.7271963625672427E-4, 2.2520435164534455E-4, 1.7098830369355678E-4, 1.435896932234344E-4, 7.102112361825881E-5, 4.4384682042344295E-5,
2.2135943621178656E-5, 0, 0, 0, 0, 0, 0 };
double p8557_d5x1y1_ystatminus[] = { 0.00889, 0.00522, 0.0047, 0.00328, 0.00226, 0.00163, 0.00102, 7.9E-4, 6.3E-4,
4.9E-4, 4.06E-4, 3.32E-4, 2.6E-4, 2.1E-4, 1.81E-4, 1.46E-4, 1.27E-4, 6.0E-5, 4.1E-5,
2.1E-5 , 0, 0, 0, 0, 0, 0};
double p8557_d5x1y1_ystatplus[] = { 0.00889, 0.00522, 0.0047, 0.00328, 0.00226, 0.00163, 0.00102, 7.9E-4, 6.3E-4,
4.9E-4, 4.06E-4, 3.32E-4, 2.6E-4, 2.1E-4, 1.81E-4, 1.46E-4, 1.27E-4, 6.0E-5, 4.1E-5,
2.1E-5, 0, 0, 0, 0, 0, 0 };
/* ============================================== */
// pPb Xi+ particles
double pT[27], spectraFromFit[27];
copy(begin(p8557_d1x1y1_xval), end(p8557_d1x1y1_xval), begin(pT));
TCanvas *c3 = new TCanvas("c3", "Test Canvas", 700, 400);
int k=0;
for ( auto i : pT ){
spectraFromFit[k] = 2.86252e-02*exp(-i*1.50842e+00) ;
// cout << "spectraFromFit : " << spectraFromFit[k] << endl;
// cout << "pT : " << pT[k] << endl;
k++;
}
/* Error Calculations For all Centralities */
double xiYValAllCent[27], xiYStatErrPlusAllCent[27], xiYStatErrMinusAllCent[27], xiYSysErrPlusAllCent[27], xiYSysErrMinusAllCent[27], xiYErrMinusAllCent[27], xiYErrPlusAllCent[27];
double ratio[27]; /* PbPb vs pPb */
double nBins = 27;
for ( int i=0; i < 27; i++ ){
/* Mean per pT bin */
xiYValAllCent[i] = 0;
xiYValAllCent[i] = p8557_d1x1y1_yval[i]*0.5 + p8557_d2x1y1_yval[i]*0.5 + p8557_d3x1y1_yval[i] + p8557_d3x1y1_yval[i] + p8557_d4x1y1_yval[i] + p8557_d5x1y1_yval[i];
ratio[i] = xiYValAllCent[i]/spectraFromFit[i];
cout << "Ratio from fit: " << ratio[i] << endl;
/* ============================================== */
/* Statistical Errors per pT bin - Sum in Quadrature */
double m1, m2, m3, m4, m5;
xiYStatErrPlusAllCent[i] = 0;
m1 = p8557_d1x1y1_ystatplus[i]*0.5;
m2 = p8557_d2x1y1_ystatplus[i]*0.5;
m3 = p8557_d3x1y1_ystatplus[i];
m4 = p8557_d4x1y1_ystatplus[i];
m5 = p8557_d5x1y1_ystatplus[i];
xiYStatErrPlusAllCent[i] = sqrt(m1*m1 + m2*m2 + m3*m3 + m4*m4 + m5*m5);
/* ============================================== */
/* Statistical Errors Minus per pT bin - Sum */
double n1, n2, n3, n4, n5;
xiYStatErrMinusAllCent[i] = 0;
n1 = p8557_d1x1y1_ystatminus[i]*0.5;
n2 = p8557_d2x1y1_ystatminus[i]*0.5;
n3 = p8557_d3x1y1_ystatminus[i];
n4 = p8557_d4x1y1_ystatminus[i];
n5 = p8557_d5x1y1_ystatminus[i];
xiYStatErrMinusAllCent[i] = sqrt(n1*n1 + n2*n2 + n3*n3 + n4*n4 + n5*n5);
/* ============================================== */
/* Systematic Errors Plus per pT bin - Sum */
xiYSysErrPlusAllCent[i] = 0;
xiYSysErrPlusAllCent[i] = p8557_d1x1y1_yerrplus[i] + p8557_d2x1y1_yerrplus[i] + p8557_d3x1y1_yerrplus[i] + p8557_d4x1y1_yerrplus[i] + p8557_d5x1y1_yerrplus[i];
/* ============================================== */
/* Systematic Errors Y-Negative per pT bin - Sum */
xiYSysErrMinusAllCent[i] = 0;
xiYSysErrMinusAllCent[i] = p8557_d1x1y1_yerrminus[i] + p8557_d2x1y1_yerrminus[i] + p8557_d3x1y1_yerrminus[i] + p8557_d4x1y1_yerrminus[i] + p8557_d5x1y1_yerrminus[i];
/* ============================================== */
/* Systematic + Statistical Errors Y-Plus per pT bin - Sum */
double q1, q2;
q1 = xiYSysErrPlusAllCent[i];
q2 = xiYSysErrPlusAllCent[i];
xiYErrPlusAllCent[i] = sqrt(q1*q1 + q2*q2);
/* ============================================== */
/* Systematic + Statistical Errors Y-Minus per pT bin - Sum */
double p1, p2;
p1 = xiYSysErrMinusAllCent[i];
p2 = xiYSysErrMinusAllCent[i];
xiYErrMinusAllCent[i] = sqrt(p1*p1 + p2*p2);
/* ============================================== */
}
double xiXValAllCent[27], xiXErrMinusAllCent[27], xiXErrPlusAllCent[27];
copy(begin(p8557_d1x1y1_xerrminus), end(p8557_d1x1y1_xerrminus), begin(xiXErrMinusAllCent));
copy(begin(p8557_d1x1y1_xerrplus), end(p8557_d1x1y1_xerrplus), begin(xiXErrPlusAllCent));
copy(begin(p8557_d1x1y1_xval), end(p8557_d1x1y1_xval), begin(xiXValAllCent));
TCanvas *c2 = new TCanvas("c2", "Test Canvas", 700, 400);
TCanvas *c1 = new TCanvas("c1", "Test Canvas", 700, 400);
TMultiGraph *mg = new TMultiGraph();
/* Turn off error bars for a while */
bool turnOn = 0;
for (int i=0; i<27 && turnOn; i++){
// Cent 00-10
p8557_d1x1y1_xerrplus[i] = 0;p8557_d1x1y1_xerrminus[i] = 0;
p8557_d1x1y1_yerrplus[i] = 0;p8557_d1x1y1_yerrminus[i] = 0;
// Cent 10-20
p8557_d2x1y1_xerrplus[i] = 0;p8557_d2x1y1_xerrminus[i] = 0;
p8557_d2x1y1_yerrplus[i] = 0;p8557_d2x1y1_yerrminus[i] = 0;
// Cent 20-40
p8557_d3x1y1_xerrplus[i] = 0;p8557_d3x1y1_xerrminus[i] = 0;
p8557_d3x1y1_yerrplus[i] = 0;p8557_d3x1y1_yerrminus[i] = 0;
// Cent 40-60
p8557_d4x1y1_xerrplus[i] = 0;p8557_d4x1y1_xerrminus[i] = 0;
p8557_d4x1y1_yerrplus[i] = 0;p8557_d4x1y1_yerrminus[i] = 0;
// Cent 60-80
p8557_d5x1y1_xerrplus[i] = 0;p8557_d5x1y1_xerrminus[i] = 0;
p8557_d5x1y1_yerrplus[i] = 0;p8557_d5x1y1_yerrminus[i] = 0;
// All Centralities
xiXErrPlusAllCent[i]=0; xiXErrMinusAllCent[i]=0;
xiYErrPlusAllCent[i]=0; xiYErrMinusAllCent[i]=0;
}
c3->SetLogy(1);
TGraph *g = new TGraph(nBins, pT, spectraFromFit);
g->SetTitle("#Xi^{+} spectra from pPb data, CMS");
g->SetMarkerStyle(21);
g->SetMarkerSize(1.5);
g->SetMarkerColor(kRed);
g->Draw("alp");
/* ===================================================== */
c1->cd();
// TGraph *gp1 = new TGraph(27, p8557_d1x1y1_xval, p8557_d1x1y1_yval);
TGraphAsymmErrors *gp1 = new TGraphAsymmErrors(27, p8557_d1x1y1_xval, p8557_d1x1y1_yval, p8557_d1x1y1_xerrplus, p8557_d1x1y1_yerrplus, p8557_d1x1y1_xerrminus, p8557_d1x1y1_yerrminus);
gp1->SetMarkerColor(15);
gp1->SetMarkerStyle(21);
gp1->GetYaxis()->SetLimits(0,9);
mg->Add(gp1);
// gp1->Draw("ALP");
// TGraph *gp2 = new TGraph(27, p8557_d2x1y1_xval, p8557_d2x1y1_yval);
TGraphAsymmErrors *gp2 = new TGraphAsymmErrors(27, p8557_d2x1y1_xval, p8557_d2x1y1_yval, p8557_d2x1y1_xerrplus, p8557_d2x1y1_yerrplus, p8557_d2x1y1_xerrminus, p8557_d2x1y1_yerrminus);
gp2->SetMarkerColor(2);
gp2->SetMarkerStyle(21);
mg->Add(gp2);
// gp2->Draw("same");
// TGraph *gp3 = new TGraph(27, p8557_d3x1y1_xval, p8557_d3x1y1_yval);
TGraphAsymmErrors *gp3 = new TGraphAsymmErrors(27, p8557_d3x1y1_xval, p8557_d3x1y1_yval, p8557_d3x1y1_xerrplus, p8557_d3x1y1_yerrplus, p8557_d3x1y1_xerrminus, p8557_d3x1y1_yerrminus);
gp3->SetMarkerColor(8);
gp3->SetMarkerStyle(21);
mg->Add(gp3);
// gp3->Draw("same");
// TGraph *gp4 = new TGraph(27, p8557_d4x1y1_xval, p8557_d4x1y1_yval);
TGraphAsymmErrors *gp4 = new TGraphAsymmErrors(27, p8557_d4x1y1_xval, p8557_d4x1y1_yval, p8557_d4x1y1_xerrplus, p8557_d4x1y1_yerrplus, p8557_d4x1y1_xerrminus, p8557_d4x1y1_yerrminus);
gp4->SetMarkerColor(7);
gp4->SetMarkerStyle(21);
mg->Add(gp4);
// gp4->Draw("same");
// TGraph *gp5 = new TGraph(27, p8557_d5x1y1_xval, p8557_d5x1y1_yval);
TGraphAsymmErrors *gp5 = new TGraphAsymmErrors(27, p8557_d5x1y1_xval, p8557_d5x1y1_yval, p8557_d5x1y1_xerrplus, p8557_d5x1y1_yerrplus, p8557_d5x1y1_xerrminus, p8557_d5x1y1_yerrminus);
gp5->SetMarkerColor(46);
gp5->SetMarkerStyle(21);
mg->Add(gp5);
// gp5->Draw("same");
//TGraph *gp6 = new TGraph(27, xiXValAllCent, xiYValAllCent);
TGraphAsymmErrors *gp6 = new TGraphAsymmErrors(27, xiXValAllCent, xiYValAllCent, xiXErrPlusAllCent, xiYErrPlusAllCent, xiXErrMinusAllCent, xiYErrMinusAllCent);
gp6->SetMarkerColor(4);
gp6->SetMarkerStyle(21);
// gp6->Draw("same");
c1->SetLogy(1);
mg->Add(gp6);
mg->SetTitle("Spectra of #Xi^{+} all the Centrality Bins in PbPb collisions, ALICE");
gPad->SetGrid();
mg->Draw("alp");
mg->GetXaxis()->SetTitle("p_{T} (GeV/c)");
mg->GetYaxis()->SetTitle("Invariant Yield #frac{d^{2}N}{2#pi p_{T}dp_{T}}");
TGraph *gp7 = new TGraph(27, xiXValAllCent, xiYValAllCent);
c2->cd();
gp7->SetMarkerColor(9);
gp7->SetMarkerStyle(42);
// gp7->Draw("same");
// /*
c2->cd();
c2->SetLogy(1);
TGraphAsymmErrors *gc = new TGraphAsymmErrors(27, xiXValAllCent, xiYValAllCent, xiXErrPlusAllCent, xiYErrPlusAllCent, xiXErrMinusAllCent, xiYErrMinusAllCent);
gc->SetMarkerStyle(21);
gc->SetMarkerColor(4);
gc->SetTitle("ALICE PbPb #Xi^{+} spectra for all centralities with errors (asymmetric) ");
gc->GetYaxis()->SetTitle("Invariant Yield #frac{d^{2}N}{2#pi p_{T}dp_{T}}");
gc->GetXaxis()->SetTitle("p_{T} (GeV/c)");
gc->Draw("ALP same");
c1->cd();
TLegend *lg = new TLegend(0.511494,0.672043,0.892241,0.870968);
lg->AddEntry(gp1, "0-10% Centrality", "lp");
lg->AddEntry(gp2, "10-20% Centrality", "lp");
lg->AddEntry(gp3, "20-40% Centrality", "lp");
lg->AddEntry(gp4, "40-60% Centrality", "lp");
lg->AddEntry(gp5, "60-80% Centrality", "lp");
lg->AddEntry(gp6, "For All Centralities", "lp");
lg->Draw();
/* Bin Width Plots */
double count[27];
TCanvas *c4 = new TCanvas("c4", "", 700, 400);
for (int i=0; i < 27; i++) count[i] = i;
TGraph *gbw = new TGraph(27, count, pT);
gbw->SetMarkerStyle(20);
gbw->SetMarkerColor(kBlue);
gbw->GetYaxis()->SetTitle("Bin width");
gbw->GetXaxis()->SetTitle("index no");
c4->SetGrid();
gbw->Draw();
// */
} // Closing main
//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
//
// drawFigure7
//
// parameter = "dg0"
// parameter = "lam0"
// parameter = "dk0"
//
//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
void drawFigure7(TString parameter = "dk0")
{
gInterpreter->ExecuteMacro("WZPaperStyle.C");
gSystem->mkdir("pdf", kTRUE);
gSystem->mkdir("png", kTRUE);
// Individual settings
//----------------------------------------------------------------------------
if (parameter.Contains("dg0"))
{
xtitle = "#Delta#kappa^{Z}";
ytitle = "#lambda";
xmin = -0.5;
xmax = 0.5;
ymin = -0.039;
ymax = 0.053;
}
else if (parameter.Contains("lam0"))
{
xtitle = "#Delta#kappa^{Z}";
ytitle = "#Deltag^{Z}_{1}";
xmin = -0.53;
xmax = 0.53;
ymin = -0.05;
ymax = 0.09;
}
else if (parameter.Contains("dk0"))
{
xtitle = "#Deltag^{Z}_{1}";
ytitle = "#lambda";
xmin = -0.059;
xmax = 0.059;
ymin = -0.037;
ymax = 0.052;
}
// Read the input file
//----------------------------------------------------------------------------
TFile* file = new TFile("rootfiles/contours_" + parameter + "_2Dpol2.root", "read");
TGraph* cont_exp_68 = (TGraph*)file->Get("cont_exp_68");
TGraph* cont_exp_95 = (TGraph*)file->Get("cont_exp_95");
TGraph* cont_exp_99 = (TGraph*)file->Get("cont_exp_99");
TGraph* cont_obs_95 = (TGraph*)file->Get("cont_obs_95");
TGraph* bestFit = (TGraph*)file->Get("bestFit");
bestFit->SetMarkerSize(1.5);
bestFit->SetMarkerStyle(34);
TGraph* g_large = new TGraph(2);
g_large->SetPoint(0, -1.0, 1.0);
g_large->SetPoint(1, 1.0, 1.0);
// Draw
//----------------------------------------------------------------------------
TCanvas* canvas = new TCanvas("canvas", "canvas");
TMultiGraph* mg = new TMultiGraph();
mg->Add(cont_exp_68);
mg->Add(cont_exp_95);
mg->Add(cont_exp_99);
mg->Add(cont_obs_95);
mg->Add(bestFit, "p");
mg->Add(g_large);
mg->Draw("ac");
mg->SetMinimum(ymin);
mg->SetMaximum(ymax);
// Axis labels
//----------------------------------------------------------------------------
TAxis* xaxis = mg->GetXaxis();
TAxis* yaxis = mg->GetYaxis();
xaxis->SetLabelFont ( 42);
xaxis->SetLabelOffset( 0.01);
xaxis->SetLabelSize ( 0.05);
xaxis->SetNdivisions ( 505);
xaxis->SetTitle (xtitle);
xaxis->SetTitleFont ( 42);
xaxis->SetTitleOffset( 1.2);
xaxis->SetTitleSize ( 0.05);
xaxis->SetLimits(xmin, xmax);
yaxis->SetLabelFont ( 42);
yaxis->SetLabelOffset( 0.01);
yaxis->SetLabelSize ( 0.05);
yaxis->SetNdivisions ( 505);
yaxis->SetTitle (ytitle);
yaxis->SetTitleFont ( 42);
yaxis->SetTitleOffset( 1.6);
yaxis->SetTitleSize ( 0.05);
canvas->Modified();
// Legend
//----------------------------------------------------------------------------
Double_t x0 = 0.580;
Double_t y0 = 0.755;
DrawTLegend(x0 - 0.36, y0 + 2.*(_yoffset+0.001), (TH1F*)cont_exp_68, " Expected 68% CL", "l");
DrawTLegend(x0 - 0.36, y0 + 1.*(_yoffset+0.001), (TH1F*)cont_exp_95, " Expected 95% CL", "l");
DrawTLegend(x0, y0 + 2.*(_yoffset+0.001), (TH1F*)cont_exp_99, " Expected 99% CL", "l");
DrawTLegend(x0, y0 + 1.*(_yoffset+0.001), (TH1F*)cont_obs_95, " Observed 95% CL", "l");
DrawTLegend(x0, y0, (TH1F*)bestFit, " Best fit", "p");
// Finish it
//----------------------------------------------------------------------------
DrawTLatex(_cmsTextFont, 0.190, 0.94, 0.055, 11, "CMS");
// DrawTLatex(_extraTextFont, 0.315, 0.94, 0.030, 11, "Preliminary");
DrawTLatex(_lumiTextFont, 0.940, 0.94, 0.040, 31, "19.6 fb^{-1} (8 TeV)");
canvas->SaveAs("pdf/lZ_dkg_2dlimit_" + parameter + "_2Dpol2_deltaNLL.pdf");
canvas->SaveAs("png/lZ_dkg_2dlimit_" + parameter + "_2Dpol2_deltaNLL.png");
}
void start(const char *basename, const double offset = 0.0)
{
TFile *file1 = TFile::Open(Form("Data/ROOT/%s_VMIN_SIPM1_meanHistSub_projections.root",basename));
TFile *file2 = TFile::Open(Form("Data/ROOT/%s_VMIN_SIPM2_meanHistSub_projections.root",basename));
if(file1==NULL) {cout<<"cannot find file1"<<endl;return;}
if(file2==NULL) {cout<<"cannot find file2"<<endl;return;}
calc(file1,file2,basename,0);
calc(file1,file2,basename,1);
calc(file1,file2,basename,2);
calc(file1,file2,basename,3);
calc(file1,file2,basename,4);
calc(file1,file2,basename,5);
calc(file1,file2,basename,6);
calc(file1,file2,basename,7);
calc(file1,file2,basename,8);
ofstream fout(Form("Data/Text/%s_Asymmetries.txt"));
double pn[9];
for(int i=0; i<9; i++)
{
fout<<frac1[i]<<" "
<<frac2[i]<<" "
<<fracAv[i]<<" "
<<fracAs[i]<<" "
<<endl;
//pn[i] = i+0.5; // projection number
pn[i] = -2.0 + i/2.0; // distance
pn[i] += offset;
}
TGraph *tg1 = new TGraph(9,pn,frac1);
TGraph *tg2 = new TGraph(9,pn,frac2);
TGraph *tgAv = new TGraph(9,pn,fracAv);
TGraph *tgAs = new TGraph(9,pn,fracAs);
tg1->SetMarkerStyle(kFullCircle);
tg2->SetMarkerStyle(kFullCircle);
tgAv->SetMarkerStyle(kOpenCircle);
tgAs->SetMarkerStyle(kFullSquare);
tg1->SetMarkerColor(kBlue);
tg2->SetMarkerColor(kRed);
tgAv->SetMarkerColor(kBlack);
tgAs->SetMarkerColor(kBlack);
TMultiGraph *tmg = new TMultiGraph();
tmg->Add(tgAs);
tmg->Add(tg1);
tmg->Add(tg2);
tmg->Add(tgAv);
tmg->Draw("ap");
tmg->SetMaximum(1.0);
tmg->SetMinimum(0.0);
tmg->GetXaxis()->SetLimits(-2.25+offset,2.25+offset);
//tmg->GetXaxis()->SetLimits(0.0,9.0); // projection number
tmg->GetXaxis()->SetTitle("Distance from fiber (cm)");
tmg->GetYaxis()->SetTitle("f_{core} from different methods");
TLegend *leg1 = new TLegend(0.18,0.18,0.28,0.38);
leg1->AddEntry(tg1,"SiPM1","p");
leg1->AddEntry(tg2,"SiPM2","p");
leg1->AddEntry(tgAv,"Average SiPM1+SiPM2","p");
leg1->AddEntry(tgAs,"Asymmetry","p");
leg1->SetFillStyle(0);
leg1->SetTextSize(0.05);
leg1->Draw();
c1->Print(Form("Figures/%s_AsymmetryComparison.png",basename));
c1->Print(Form("Figures/%s_AsymmetryComparison.pdf",basename));
}
//This program takes 4 inputs: the half range of the fixed position, the min and max of the varying position, and the step size of the slice examined
//This program is easier to understand after reading resolutionChain.cpp
int main(int argc, char *argv[]){
const float FIXMAX = atof(argv[1]), VARMIN = atof(argv[2]), VARMAX = atof(argv[3]), STEP = atof(argv[4]); //Assigning inputs
TCanvas *c = new TCanvas("c", "c", 1800, 600);
c->Divide(3,1);
//Creating multigraphs for final output
TMultiGraph *mgX = new TMultiGraph("mgX", "Normalized Calibration Constant on X");
TMultiGraph *mgY = new TMultiGraph("mgY", "Normalized Calibration Constant on Y");
TMultiGraph *mgXY = new TMultiGraph("mgXY", "Ratio of Normalized Calibration Constants for Y/X");
TString filename;
TFile *file;
int range = (int) (VARMAX - VARMIN); //Number of graphs for each multigraph
range++; //Adding one to account for the edge. This is separate just to remember that it has to happen
vector<TGraphErrors*> graphs(range*3); //Vector of TGraphErrors, for each graph of the 3 multigraphs
//Loop to get each of the graphs created by resolutionChain.cpp. Also sets line color, marker color, and line style. For color, different shades of blue are used for comparison
for(int i = 0; i < range; i++){
filename.Form("./ResolutionX/%g_%g_%g/resolutionX_%g_%g_%g.root", FIXMAX, VARMIN+i, STEP, FIXMAX, VARMIN+i, STEP);
file = TFile::Open(filename.Data());
graphs.at(i) = (TGraphErrors*) file->Get("gr");
graphs.at(i)->SetLineColor(kBlue+3*(i-3));
graphs.at(i)->SetMarkerColor(kBlue+3*(i-3));
graphs.at(i)->SetMarkerStyle(20+i);
filename.Form("./ResolutionY/%g_%g_%g/resolutionY_%g_%g_%g.root", FIXMAX, VARMIN+i, STEP, FIXMAX, VARMIN+i, STEP);
file = TFile::Open(filename.Data());
graphs.at(i+range) = (TGraphErrors*) file->Get("gr");
graphs.at(i+range)->SetLineColor(kBlue+3*(i-3));
graphs.at(i+range)->SetMarkerColor(kBlue+3*(i-3));
graphs.at(i+range)->SetMarkerStyle(20+i);
}
///////////////////////// Normalizing the X and Y Plots /////////////////////////
float max1 = 0, max2 = 0;
int N = (int) graphs.at(0)->GetN();
int numPts = 2*(3-(-3))/STEP; //Number of points between -3 and 3 - just makes it clear where the number comes from. Normalization is done within this range.
if(numPts > N) numPts = N; //If the range is less than -3 to 3, sets the number of points to the max possible
int startPt = (N - numPts)/2;
int endPt = startPt + numPts;
//Finding the maximum value in the range of all graphs
for(int pt = startPt; pt < endPt; pt++){
for(int grs = 0; grs < range; grs++){
if(max1 < graphs.at(grs)->GetY()[pt])
max1 = graphs.at(grs)->GetY()[pt];
if(max2 < graphs.at(grs+range)->GetY()[pt])
max2 = graphs.at(grs+range)->GetY()[pt];
}
}
//Scales each point in each graph by the appropriate normalization factor. Also, creates the ratio graphs, propagates error, and adds each graph to the proper multigraph
for(int grs = 0; grs < range; grs++){
double ratio[2*N];
double errRatioX[2*N];
double errRatioY[2*N];
double eX1, eX2, eY1, eY2, ptX, ptY;
for(int i = 0; i < graphs.at(grs)->GetN(); i++){
graphs.at(grs)->GetY()[i] = (graphs.at(grs)->GetY()[i])/max1;
graphs.at(grs+range)->GetY()[i] = (graphs.at(grs+range)->GetY()[i])/max2;
graphs.at(grs)->GetEY()[i] = (graphs.at(grs)->GetEY()[i])/max1;
graphs.at(grs+range)->GetEY()[i] = (graphs.at(grs+range)->GetEY()[i])/max2;
ptX = graphs.at(grs)->GetY()[i];
ptY = graphs.at(grs+range)->GetY()[i];
ratio[i] = ptY/ptX;
eX1 = graphs.at(grs)->GetEX()[i];
eY1 = graphs.at(grs)->GetEY()[i];
eX2 = graphs.at(grs+range)->GetEX()[i];
eY2 = graphs.at(grs+range)->GetEY()[i];
errRatioX[i] = eX1;
errRatioY[i] = ratio[i]*sqrt((eY1*eY1)/(ptY*ptY) + (eY2*eY2)/(ptY*ptY));
}
mgX->Add(graphs.at(grs));
mgY->Add(graphs.at(grs+range));
graphs.at(grs+2*range) = new TGraphErrors(graphs.at(grs)->GetN(), graphs.at(grs)->GetX(), ratio, errRatioX, errRatioY);
graphs.at(grs+2*range)->SetLineColor(kBlue+3*(grs-3));
graphs.at(grs+2*range)->SetMarkerColor(kBlue+3*(grs-3));
graphs.at(grs+2*range)->SetMarkerStyle(20+grs);
mgXY->Add(graphs.at(grs+2*range));
}
//Used to fit stuff, but it wasn't all that necessary
// TF1 *p1 = new TF1("p1", "[0]*(x-[1])*(x-[2]) + [3]", -1*FIXMAX, FIXMAX);
// TF1 *p2 = new TF1("p2", "[0]*(x-[1])*(x-[2]) + [3]", -1*FIXMAX, FIXMAX);
//
// p1->SetParameters(-1, 0, 0, 1);
// p2->SetParameters(-1, 0, 0, 1);
//
// graphs.at(range-1)->Fit(p1, "RQME");
// graphs.at(2*range-1)->Fit(p2, "RQME");
//
// float fitmax1 = p1->GetParameter(1);
// float fitmax2 = p2->GetParameter(1);
//
// float fitDiff = fitmax1 - fitmax2;
//
// cout << "X Center: " << fitmax1 << " Y Center: " << fitmax2 << " Difference: " << fitDiff << endl;
///////////////////////// Drawing the X Graph /////////////////////////
c->cd(1);
mgX->Draw("apl");
mgX->GetXaxis()->SetTitle("Hodoscope X Position (mm)");
mgX->GetYaxis()->SetTitle("m2/m1");
mgX->GetYaxis()->SetTitleOffset(1.75);
mgX->GetYaxis()->SetRangeUser(.9, 1.05);
c->SetLeftMargin(0.15);
TLegend* legX = new TLegend(0.1,0.1,0.5,0.3);
legX->SetNColumns(2);
TString entryName;
for(int i = 0; i < range; i++){
entryName.Form("Y in [-%g,%g]", (VARMIN+i)/2, (VARMIN+i)/2);
legX->AddEntry(graphs.at(i),entryName.Data(),"lp");
}
legX->Draw();
//p1->Draw("same");
///////////////////////// Drawing the Y Graph /////////////////////////
c->cd(2);
mgY->Draw("apl");
mgY->GetXaxis()->SetTitle("Hodoscope Y Position (mm)");
mgY->GetYaxis()->SetTitle("m2/m1");
mgY->GetYaxis()->SetTitleOffset(1.75);
mgY->GetYaxis()->SetRangeUser(.9, 1.05);
c->SetLeftMargin(0.15);
TLegend* legY = new TLegend(0.1,0.1,0.5,0.3);
legY->SetNColumns(2);
for(int i = 0; i < range; i++){
entryName.Form("X in [-%g,%g]", (VARMIN+i)/2, (VARMIN+i)/2);
legY->AddEntry(graphs.at(i+range), entryName.Data(), "lp");
}
legY->Draw();
//p2->Draw("same");
///////////////////////// Drawing the Ratio /////////////////////////
c->cd(3);
mgXY->Draw("apl");
mgXY->GetXaxis()->SetTitle("Hodoscope Position (mm)");
mgXY->GetYaxis()->SetTitle("(my2/my1)/(mx2/mx1)");
mgXY->GetYaxis()->SetTitleOffset(1.75);
mgXY->GetYaxis()->SetRangeUser(.95, 1.05);
c->SetLeftMargin(0.15);
TLegend* legXY = new TLegend(0.1,0.1,0.5,0.3);
legXY->SetNColumns(2);
for(int i = 0; i < range; i++){
entryName.Form("Range in [-%g,%g]", (VARMIN+i)/2, (VARMIN+i)/2);
legXY->AddEntry(graphs.at(i+2*range),entryName.Data(),"lp");
}
legXY->Draw();
///////////////////////// Saving /////////////////////////
TString saveName;
saveName.Form("Resolution Comparison %g_%g-%g_%g.png", FIXMAX, VARMIN, VARMAX, STEP);
c->SaveAs(saveName.Data());
saveName.Form("Resolution Comparison %g_%g-%g_%g.root", FIXMAX, VARMIN, VARMAX, STEP);
c->SaveAs(saveName.Data());
return 1;
}
// =================================================
void plotter::plotEffOnOneCanvas( string extension )
{
yAxisLabel_ = "Efficiency";
xAxisLabel_ = "Electron p_{T} (GeV)";
x_[6] = 125;
xRange_[6] = 75;
setExtension( extension );
setOutFilexPrefix( "eff" );
setUpCanvas();
TMultiGraph *mg = new TMultiGraph();
for( int j = 0; j < max_-1; j++)
{
// Read Data input
input.readDataEff( inputDataPath_, files1_.at(j) );
eff1_ = input.getDataEff().first;
eff_error1_ = input.getDataEff().second;
TGraphAsymmErrors *tgaeEffData = new TGraphAsymmErrors( numOfPoints_, x_, eff1_, xRange_, xRange_, eff_error1_, eff_error1_);
tgaeEffData->SetTitle("TGraphAsymmErrors for Data efficiencies");
tgaeEffData->SetMarkerSize(1);
if (j == 0) tgaeEffData->SetMarkerStyle(20);
else if (j == 1) tgaeEffData->SetMarkerStyle(24);
else if (j == 2) tgaeEffData->SetMarkerStyle(21);
else tgaeEffData->SetMarkerStyle(25);
tgaeEffData->SetMarkerColor(kAzure - 2*j);
tgaeEffData->SetLineColor(kAzure - 2*j);
legend_->SetX1(.60);
legend_->SetX2(.87);
legend_->AddEntry(tgaeEffData, etaRegionLegend_.at(j), "p");
mg->Add(tgaeEffData,"p");
} // end for j
canvas->SetLogx();
mg->SetMinimum(0.4);
mg->SetMaximum(1);
mg->Draw("A");
mg->GetXaxis()->SetMoreLogLabels();
mg->GetXaxis()->SetTitle( xAxisLabel_ );
mg->GetYaxis()->SetTitle( yAxisLabel_ );
mg->GetXaxis()->SetTitleOffset(1.3);
mg->GetYaxis()->SetTitleOffset(1.25);
legend_->Draw();
pt_->Draw();
texZee_->Draw();
// texCMS_->Draw();
// texLumi_->Draw();
cout << "--------------------------------------------------------------------------------" << endl;
TString fileName = "eff_04";
if ( extension_ == "all" )
{
canvas->SaveAs( outPlotsDir_ + fileName + ".pdf" );
canvas->SaveAs( outPlotsDir_ + fileName + ".png" );
canvas->SaveAs( outPlotsDir_ + fileName + ".eps" );
// canvas->SaveAs( outPlotsDir_ + fileName + ".ps" );
canvas->SaveAs( outPlotsDir_ + fileName + ".C" );
canvas->SaveAs( outPlotsDir_ + fileName + ".root");
}
else
canvas->SaveAs( outPlotsDir_ + fileName + extension_ );
cout << "--------------------------------------------------------------------------------" << endl;
canvas->Destructor();
legend_->Clear();
// Clear out files vector
outFiles_.clear();
} // end plotEffOnOneCanvas
void makePlots(vector<inputValues> b, vector<inputValues> t, vector<outputValues> o) {
// Plot output values vs pulse width
TMultiGraph * eLPlot = new TMultiGraph();
TMultiGraph * ePsiPlot = new TMultiGraph();
TMultiGraph * vPsiPlot = new TMultiGraph();
vector<TGraph*> eLPlots;
vector<TGraph*> ePsiPlots;
vector<TGraph*> vPsiPlots;
for (int i = 0; i < b.size(); i++) {
int pointNum = 0;
eLPlots.push_back(new TGraph());
ePsiPlots.push_back(new TGraph());
vPsiPlots.push_back(new TGraph());
eLPlots[i]->SetMarkerStyle(21);
ePsiPlots[i]->SetMarkerStyle(21);
vPsiPlots[i]->SetMarkerStyle(21);
eLPlots[i]->SetMarkerColor(i+1);
ePsiPlots[i]->SetMarkerColor(i+1);
vPsiPlots[i]->SetMarkerColor(i+1);
for (int j = 0; j < t.size(); j++) {
if (t[j].cm == b[i].cm) {
eLPlots[i]->SetPoint(pointNum, t[j].pw, o[j].eL);
ePsiPlots[i]->SetPoint(pointNum, t[j].pw, o[j].ePsi);
vPsiPlots[i]->SetPoint(pointNum, t[j].pw, o[j].vPsi);
pointNum++;
// Debugging
//cout << pointNum << " " << t[j].pw << " " << o[j].eL << " " << o[j].ePsi << endl;
}
}
eLPlot->Add(eLPlots[i]);
ePsiPlot->Add(ePsiPlots[i]);
vPsiPlot->Add(vPsiPlots[i]);
}
eLPlot->SetTitle("Average Number of LED-induced Photoelectrons per Trigger");
ePsiPlot->SetTitle("Single-photoelectron Response Mean in Few-PE Regime");
vPsiPlot->SetTitle("Single-photoelectron Response Variance");
TCanvas * eL_c = new TCanvas("eL_c", "eL Canvas", 200, 10, 700, 500);
eLPlot->Draw("AP");
eLPlot->GetXaxis()->SetTitle("LED Pulse Width / (ns)");
eLPlot->GetYaxis()->SetTitle("Photoelectrons / Trigger");
eL_leg = new TLegend(0.15, 0.67, 0.43, 0.85);
eL_leg->SetHeader(" Integration Window: 156.25ns");
eL_leg->AddEntry(eLPlots[0], "Normal Mode", "P");
eL_leg->AddEntry(eLPlots[1], "Charge Mode", "P");
eL_leg->Draw();
gPad->Modified();
TCanvas * ePsi_c = new TCanvas("ePsi_c", "ePsi Canvas", 200, 10, 700, 500);
ePsiPlot->Draw("AP");
ePsiPlot->GetXaxis()->SetTitle("LED Pulse Width / (ns)");
ePsiPlot->GetYaxis()->SetTitle("pC");
ePsiPlot->GetYaxis()->SetRangeUser(0.2, 1.4);
ePsi_leg = new TLegend(0.6, 0.7, 0.88, 0.88);
ePsi_leg->SetHeader(" Integration Window: 156.25ns");
ePsi_leg->AddEntry(ePsiPlots[0], "Normal Mode", "P");
ePsi_leg->AddEntry(ePsiPlots[1], "Charge Mode", "P");
ePsi_leg->Draw();
gPad->Modified();
//TCanvas * vPsi_c = new TCanvas("vPsi_c", "vPsi Canvas", 200, 10, 700, 500);
//vPsiPlot->Draw("AP");
//vPsiPlot->GetXaxis()->SetTitle("LED Pulse Width / (ns)");
//vPsiPlot->GetYaxis()->SetTitle("pC^2");
//vPsiPlot->GetXaxis()->SetRangeUser(7.2, 8.4);
//vPsi_leg = new TLegend(0.15, 0.65, 0.5, 0.85);
//vPsi_leg->AddEntry(eLPlots[0], "PMT Voltage = 1250V", "P");
//vPsi_leg->AddEntry(eLPlots[1], "PMT Voltage = 1300V", "P");
//vPsi_leg->AddEntry(eLPlots[2], "PMT Voltage = 1350V", "P");
//vPsi_leg->AddEntry(eLPlots[3], "PMT Voltage = 1400V", "P");
//vPsi_leg->Draw();
//gPad->Modified();
// Plot spectra
//TCanvas * spectra_c = new TCanvas("spectra_c", "Spectra Canvas", 200, 10, 700, 500);
//spectra_c->SetLogy();
//for (int i = t.size() - 1; i >= 0; i--) {
// //t[i].h->Sumw2();
// t[i].h->SetLineColor(i+1);
// t[i].h->Draw("SAME");
// t[i].h->SetStats(0);
// t[i].h->GetYaxis()->SetRangeUser(1.0, 500000.0);
// t[i].h->SetTitle("PMT Spectra of Pulsed LED w/ Varying Pulse Width");
// t[i].h->GetXaxis()->SetTitle("Integrated Charge / (pC)");
// t[i].h->GetYaxis()->SetTitle("Events");
//}
////b[0].h->Sumw2();
//b[0].h->Draw("SAME");
//b[0].h->SetStats(0);
//TLine * cutLine_t = new TLine(cut, 0.0, cut, 500000.0);
//cutLine_t->SetLineWidth(2);
//cutLine_t->Draw();
//// Add legend
////TLegend * leg = new TLegend(0.1, 0.7, 0.48, 0.9);
////leg->SetHeader("Legend");
////leg->AddEntry(t[0].h, "
//// Plot background
//TCanvas * b_c = new TCanvas("b_c", "Background Canvas", 200, 10, 700, 500);
//b_c->SetLogy();
////b[0].h->Sumw2();
//b[0].h->Draw();
//b[0].h->GetYaxis()->SetRangeUser(1.0, 100000.0);
//b[0].h->SetTitle("Background PMT Spectrum");
//b[0].h->GetXaxis()->SetTitle("Integrated Charge / (pC)");
//b[0].h->GetYaxis()->SetTitle("Events");
//TLine * cutLine_b = new TLine(cut, 0.0, cut, 1000000.0);
//cutLine_b->SetLineWidth(2);
//cutLine_b->Draw();
}
void Final_av_Lambda_VarCoupling_40Percent()
{
//=========Macro generated from canvas: c/c
//========= (Sat Feb 27 17:06:04 2016) by ROOT version6.04/06
TCanvas *c = new TCanvas("c", "c",0,0,800,700);
c->SetHighLightColor(2);
c->Range(-0.4813593,1.36281,3.148656,6.672724);
c->SetFillColor(0);
c->SetBorderMode(0);
c->SetBorderSize(2);
c->SetLogx();
c->SetLogy();
c->SetTickx(1);
c->SetTicky(1);
c->SetLeftMargin(0.12);
c->SetRightMargin(0.04);
c->SetTopMargin(0.07);
c->SetBottomMargin(0.12);
c->SetFrameBorderMode(0);
c->SetFrameBorderMode(0);
TMultiGraph *multigraph = new TMultiGraph();
multigraph->SetName("");
multigraph->SetTitle("");
Double_t Graph_fx1[12] = {
1,
10,
100,
400,
700,
1000,
1000,
700,
400,
100,
10,
1};
Double_t Graph_fy1[12] = {
881.525,
896.549,
871.907,
667.806,
471.744,
308.777,
382.832,
584.437,
826.374,
1079.16,
1110.85,
1092.23};
TGraph *graph = new TGraph(12,Graph_fx1,Graph_fy1);
graph->SetName("Graph");
graph->SetTitle("");
Int_t ci; // for color index setting
TColor *color; // for color definition with alpha
ci = TColor::GetColor("#ffcc00");
graph->SetFillColor(ci);
ci = TColor::GetColor("#ff6666");
graph->SetLineColor(ci);
graph->SetLineWidth(3);
TH1F *Graph_Graph1 = new TH1F("Graph_Graph1","",100,0.9,1099.9);
Graph_Graph1->SetMinimum(228.5697);
Graph_Graph1->SetMaximum(1191.057);
Graph_Graph1->SetDirectory(0);
Graph_Graph1->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph1->SetLineColor(ci);
Graph_Graph1->GetXaxis()->SetLabelFont(42);
Graph_Graph1->GetXaxis()->SetLabelSize(0.035);
Graph_Graph1->GetXaxis()->SetTitleSize(0.035);
Graph_Graph1->GetXaxis()->SetTitleFont(42);
Graph_Graph1->GetYaxis()->SetLabelFont(42);
Graph_Graph1->GetYaxis()->SetLabelSize(0.035);
Graph_Graph1->GetYaxis()->SetTitleSize(0.035);
Graph_Graph1->GetYaxis()->SetTitleFont(42);
Graph_Graph1->GetZaxis()->SetLabelFont(42);
Graph_Graph1->GetZaxis()->SetLabelSize(0.035);
Graph_Graph1->GetZaxis()->SetTitleSize(0.035);
Graph_Graph1->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph1);
multigraph->Add(graph,"");
multigraph->Draw("af");
multigraph->GetXaxis()->SetTitle("M_{#chi} (GeV)");
multigraph->GetXaxis()->SetRange(0,96);
multigraph->GetXaxis()->SetLabelFont(42);
multigraph->GetXaxis()->SetTitleSize(0.05);
multigraph->GetXaxis()->SetTitleOffset(1.1);
multigraph->GetXaxis()->SetTitleFont(42);
multigraph->GetYaxis()->SetTitle("#Lambda (GeV)");
multigraph->GetYaxis()->SetLabelFont(42);
multigraph->GetYaxis()->SetTitleSize(0.05);
multigraph->GetYaxis()->SetTitleOffset(1.05);
multigraph->GetYaxis()->SetTitleFont(42);
multigraph = new TMultiGraph();
multigraph->SetName("");
multigraph->SetTitle("");
Double_t Graph_fx2[6] = {
1,
10,
100,
400,
700,
1000};
Double_t Graph_fy2[6] = {
1092.23,
1110.85,
1079.16,
826.374,
584.437,
382.832};
graph = new TGraph(6,Graph_fx2,Graph_fy2);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff6666");
graph->SetLineColor(ci);
TH1F *Graph_Graph2 = new TH1F("Graph_Graph2","Graph",100,0.9,1099.9);
Graph_Graph2->SetMinimum(310.0302);
Graph_Graph2->SetMaximum(1183.652);
Graph_Graph2->SetDirectory(0);
Graph_Graph2->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph2->SetLineColor(ci);
Graph_Graph2->GetXaxis()->SetLabelFont(42);
Graph_Graph2->GetXaxis()->SetLabelSize(0.035);
Graph_Graph2->GetXaxis()->SetTitleSize(0.035);
Graph_Graph2->GetXaxis()->SetTitleFont(42);
Graph_Graph2->GetYaxis()->SetLabelFont(42);
Graph_Graph2->GetYaxis()->SetLabelSize(0.035);
Graph_Graph2->GetYaxis()->SetTitleSize(0.035);
Graph_Graph2->GetYaxis()->SetTitleFont(42);
Graph_Graph2->GetZaxis()->SetLabelFont(42);
Graph_Graph2->GetZaxis()->SetLabelSize(0.035);
Graph_Graph2->GetZaxis()->SetTitleSize(0.035);
Graph_Graph2->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph2);
multigraph->Add(graph,"");
Double_t Graph_fx3[6] = {
1,
10,
100,
400,
700,
1000};
Double_t Graph_fy3[6] = {
980.038,
996.742,
968.943,
742.067,
524.44,
343.371};
graph = new TGraph(6,Graph_fx3,Graph_fy3);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff6666");
graph->SetLineColor(ci);
graph->SetLineWidth(3);
TH1F *Graph_Graph3 = new TH1F("Graph_Graph3","Graph",100,0.9,1099.9);
Graph_Graph3->SetMinimum(278.0339);
Graph_Graph3->SetMaximum(1062.079);
Graph_Graph3->SetDirectory(0);
Graph_Graph3->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph3->SetLineColor(ci);
Graph_Graph3->GetXaxis()->SetLabelFont(42);
Graph_Graph3->GetXaxis()->SetLabelSize(0.035);
Graph_Graph3->GetXaxis()->SetTitleSize(0.035);
Graph_Graph3->GetXaxis()->SetTitleFont(42);
Graph_Graph3->GetYaxis()->SetLabelFont(42);
Graph_Graph3->GetYaxis()->SetLabelSize(0.035);
Graph_Graph3->GetYaxis()->SetTitleSize(0.035);
Graph_Graph3->GetYaxis()->SetTitleFont(42);
Graph_Graph3->GetZaxis()->SetLabelFont(42);
Graph_Graph3->GetZaxis()->SetLabelSize(0.035);
Graph_Graph3->GetZaxis()->SetTitleSize(0.035);
Graph_Graph3->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph3);
multigraph->Add(graph,"");
Double_t Graph_fx4[6] = {
1,
10,
100,
400,
700,
1000};
Double_t Graph_fy4[6] = {
881.525,
896.549,
871.907,
667.806,
471.744,
308.777};
graph = new TGraph(6,Graph_fx4,Graph_fy4);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff6666");
graph->SetLineColor(ci);
TH1F *Graph_Graph4 = new TH1F("Graph_Graph4","Graph",100,0.9,1099.9);
Graph_Graph4->SetMinimum(249.9998);
Graph_Graph4->SetMaximum(955.3262);
Graph_Graph4->SetDirectory(0);
Graph_Graph4->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph4->SetLineColor(ci);
Graph_Graph4->GetXaxis()->SetLabelFont(42);
Graph_Graph4->GetXaxis()->SetLabelSize(0.035);
Graph_Graph4->GetXaxis()->SetTitleSize(0.035);
Graph_Graph4->GetXaxis()->SetTitleFont(42);
Graph_Graph4->GetYaxis()->SetLabelFont(42);
Graph_Graph4->GetYaxis()->SetLabelSize(0.035);
Graph_Graph4->GetYaxis()->SetTitleSize(0.035);
Graph_Graph4->GetYaxis()->SetTitleFont(42);
Graph_Graph4->GetZaxis()->SetLabelFont(42);
Graph_Graph4->GetZaxis()->SetLabelSize(0.035);
Graph_Graph4->GetZaxis()->SetTitleSize(0.035);
Graph_Graph4->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph4);
multigraph->Add(graph,"");
Double_t Graph_fx5[6] = {
1,
10,
100,
400,
700,
1000};
Double_t Graph_fy5[6] = {
1028.6,
1012.32,
1016.7,
751.989,
524.44,
360.443};
graph = new TGraph(6,Graph_fx5,Graph_fy5);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#0000ff");
graph->SetLineColor(ci);
graph->SetLineWidth(3);
TH1F *Graph_Graph5 = new TH1F("Graph_Graph5","Graph",100,0.9,1099.9);
Graph_Graph5->SetMinimum(293.6273);
Graph_Graph5->SetMaximum(1095.416);
Graph_Graph5->SetDirectory(0);
Graph_Graph5->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph5->SetLineColor(ci);
Graph_Graph5->GetXaxis()->SetLabelFont(42);
Graph_Graph5->GetXaxis()->SetLabelSize(0.035);
Graph_Graph5->GetXaxis()->SetTitleSize(0.035);
Graph_Graph5->GetXaxis()->SetTitleFont(42);
Graph_Graph5->GetYaxis()->SetLabelFont(42);
Graph_Graph5->GetYaxis()->SetLabelSize(0.035);
Graph_Graph5->GetYaxis()->SetTitleSize(0.035);
Graph_Graph5->GetYaxis()->SetTitleFont(42);
Graph_Graph5->GetZaxis()->SetLabelFont(42);
Graph_Graph5->GetZaxis()->SetLabelSize(0.035);
Graph_Graph5->GetZaxis()->SetTitleSize(0.035);
Graph_Graph5->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph5);
multigraph->Add(graph,"");
Double_t Graph_fx6[35] = {
3.981,
4.365,
4.786,
5.248,
5.754,
6.31,
6.918,
7.586,
8.318,
9.12,
10,
10.965,
12.023,
13.183,
14.454,
15.849,
17.378,
19.055,
20.893,
22.909,
25.119,
31.623,
39.811,
50.119,
63.096,
79.433,
100,
125.893,
158.489,
199.526,
251.189,
316.228,
1000,
3162.278,
10000};
Double_t Graph_fy6[35] = {
19.76533,
32.58338,
47.96959,
63.10164,
79.00995,
95.55754,
111.9766,
129.0118,
146.2376,
163.5577,
179.3658,
194.9584,
209.5672,
223.2999,
236.0683,
247.7404,
258.366,
268.0662,
277.1383,
285.1146,
292.3901,
306.3527,
314.441,
317.1059,
314.8684,
308.9039,
300.2537,
289.8022,
278.2241,
266.1082,
253.7422,
241.4337,
184.6404,
139.2985,
104.656};
graph = new TGraph(35,Graph_fx6,Graph_fy6);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#6666ff");
graph->SetLineColor(ci);
graph->SetLineStyle(6);
graph->SetLineWidth(3);
TH1F *Graph_Graph6 = new TH1F("Graph_Graph6","Graph",100,3.5829,10999.6);
Graph_Graph6->SetMinimum(17.78879);
Graph_Graph6->SetMaximum(346.84);
Graph_Graph6->SetDirectory(0);
Graph_Graph6->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph6->SetLineColor(ci);
Graph_Graph6->GetXaxis()->SetLabelFont(42);
Graph_Graph6->GetXaxis()->SetLabelSize(0.035);
Graph_Graph6->GetXaxis()->SetTitleSize(0.035);
Graph_Graph6->GetXaxis()->SetTitleFont(42);
Graph_Graph6->GetYaxis()->SetLabelFont(42);
Graph_Graph6->GetYaxis()->SetLabelSize(0.035);
Graph_Graph6->GetYaxis()->SetTitleSize(0.035);
Graph_Graph6->GetYaxis()->SetTitleFont(42);
Graph_Graph6->GetZaxis()->SetLabelFont(42);
Graph_Graph6->GetZaxis()->SetLabelSize(0.035);
Graph_Graph6->GetZaxis()->SetTitleSize(0.035);
Graph_Graph6->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph6);
multigraph->Add(graph,"");
Double_t Graph_fx7[33] = {
5.050109,
5.570498,
6.092375,
6.79836,
7.629504,
8.933253,
10.64203,
12.05014,
13.68495,
14.93901,
17.1131,
19.54765,
22.0792,
25.65551,
29.39341,
34.84152,
41.41884,
48.68491,
59.2071,
75.34994,
97.26741,
131.0246,
163.9459,
202.8261,
243.2248,
309.5828,
383.0166,
473.8718,
622.2993,
833.6,
1028.448,
1283.339,
2026.806};
Double_t Graph_fy7[33] = {
71.77067,
88.82209,
110.1401,
130.7052,
154.2557,
185.7482,
213.1504,
232.735,
248.5277,
258.1632,
268.4587,
280.1818,
286.5229,
293.3758,
296.7995,
299.6924,
299.6947,
297.0875,
293.2892,
285.6511,
275.8293,
262.4571,
252.7364,
243.3346,
234.001,
222.0121,
212.1495,
202.5032,
189.9106,
177.908,
168.9168,
159.7122,
142.9221};
graph = new TGraph(33,Graph_fx7,Graph_fy7);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#ff9900");
graph->SetLineColor(ci);
graph->SetLineStyle(2);
graph->SetLineWidth(3);
TH1F *Graph_Graph7 = new TH1F("Graph_Graph7","Graph",100,4.545098,2228.982);
Graph_Graph7->SetMinimum(48.97827);
Graph_Graph7->SetMaximum(322.4871);
Graph_Graph7->SetDirectory(0);
Graph_Graph7->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph7->SetLineColor(ci);
Graph_Graph7->GetXaxis()->SetLabelFont(42);
Graph_Graph7->GetXaxis()->SetLabelSize(0.035);
Graph_Graph7->GetXaxis()->SetTitleSize(0.035);
Graph_Graph7->GetXaxis()->SetTitleFont(42);
Graph_Graph7->GetYaxis()->SetLabelFont(42);
Graph_Graph7->GetYaxis()->SetLabelSize(0.035);
Graph_Graph7->GetYaxis()->SetTitleSize(0.035);
Graph_Graph7->GetYaxis()->SetTitleFont(42);
Graph_Graph7->GetZaxis()->SetLabelFont(42);
Graph_Graph7->GetZaxis()->SetLabelSize(0.035);
Graph_Graph7->GetZaxis()->SetTitleSize(0.035);
Graph_Graph7->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph7);
multigraph->Add(graph,"");
Double_t Graph_fx8[90] = {
18.74425,
19.90368,
20.73627,
21.82644,
23.00752,
24.07546,
25.0827,
25.71454,
26.71212,
27.99356,
28.53122,
29.59491,
30.69819,
31.93543,
33.71249,
35.53626,
36.69926,
39.48566,
41.74415,
44.52103,
47.27444,
49.54151,
51.99283,
54.56543,
56.59926,
59.57426,
61.97591,
64.94736,
67.7638,
72.165,
77.52983,
78.67276,
79.25885,
79.50015,
79.8577,
79.98559,
80.10781,
80.93361,
82.97299,
85.0636,
87.3346,
89.6657,
93.68976,
97.60831,
101.0972,
103.4923,
107.3498,
111.0254,
114.4909,
118.2376,
120.3333,
131.3772,
140.9375,
145.9754,
148.1289,
150.9739,
154.3249,
158.6761,
165.3121,
170.7206,
172.2259,
173.4824,
174.2374,
175.2489,
175.7591,
179.6599,
186.3538,
196.4347,
207.6675,
217.3037,
228.0541,
241.4457,
256.7473,
271.0309,
292.4573,
319.2919,
352.6953,
387.3116,
421.6106,
459.6163,
505.4719,
563.2603,
635.9718,
692.2802,
745.897,
789.6904,
831.1771,
886.4295,
950.901,
983.4362};
Double_t Graph_fy8[90] = {
190.042,
192.3104,
192.9376,
195.179,
197.2136,
198.0799,
199.3876,
199.4802,
201.01,
204.4632,
204.529,
206.7971,
208.8441,
208.9712,
209.8662,
210.2649,
211.3333,
212.7612,
214.3898,
216.0449,
217.1898,
218.8107,
219.1693,
219.524,
220.873,
221.9988,
223.3628,
223.7069,
225.3419,
225.4478,
225.5616,
225.584,
239.8787,
256.2561,
271.2293,
293.7999,
304.8973,
307.0445,
308.5203,
309.6434,
310.7722,
310.8221,
310.5429,
310.2559,
309.9569,
309.996,
311.8566,
313.3588,
314.1336,
315.2763,
316.7668,
317.2607,
317.3559,
317.4016,
319.264,
319.2881,
319.6855,
319.7195,
318.6591,
318.3273,
317.9688,
309.2591,
300.7849,
289.5104,
286.1793,
286.2011,
285.5743,
285.6238,
285.3433,
284.0635,
283.1184,
281.2031,
278.656,
277.7288,
275.8579,
273.0541,
270.9095,
265.6796,
261.7535,
256.9895,
253.7797,
247.4406,
240.1473,
234.4071,
229.3303,
226.7081,
224.3734,
220.2731,
215.7486,
213.7682};
graph = new TGraph(90,Graph_fx8,Graph_fy8);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#cc33ff");
graph->SetLineColor(ci);
graph->SetLineStyle(6);
graph->SetLineWidth(3);
TH1F *Graph_Graph8 = new TH1F("Graph_Graph8","Graph",100,16.86982,1079.905);
Graph_Graph8->SetMinimum(177.0742);
Graph_Graph8->SetMaximum(332.6873);
Graph_Graph8->SetDirectory(0);
Graph_Graph8->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph8->SetLineColor(ci);
Graph_Graph8->GetXaxis()->SetLabelFont(42);
Graph_Graph8->GetXaxis()->SetLabelSize(0.035);
Graph_Graph8->GetXaxis()->SetTitleSize(0.035);
Graph_Graph8->GetXaxis()->SetTitleFont(42);
Graph_Graph8->GetYaxis()->SetLabelFont(42);
Graph_Graph8->GetYaxis()->SetLabelSize(0.035);
Graph_Graph8->GetYaxis()->SetTitleSize(0.035);
Graph_Graph8->GetYaxis()->SetTitleFont(42);
Graph_Graph8->GetZaxis()->SetLabelFont(42);
Graph_Graph8->GetZaxis()->SetLabelSize(0.035);
Graph_Graph8->GetZaxis()->SetTitleSize(0.035);
Graph_Graph8->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph8);
multigraph->Add(graph,"");
Double_t Graph_fx9[5] = {
250,
500,
1000,
3000,
5000};
Double_t Graph_fy9[5] = {
597.2217,
587.5585,
450.4588,
245.3363,
177.6733};
graph = new TGraph(5,Graph_fx9,Graph_fy9);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#3399ff");
graph->SetLineColor(ci);
graph->SetLineStyle(4);
graph->SetLineWidth(3);
TH1F *Graph_Graph9 = new TH1F("Graph_Graph9","Graph",100,225,5475);
Graph_Graph9->SetMinimum(135.7185);
Graph_Graph9->SetMaximum(639.1765);
Graph_Graph9->SetDirectory(0);
Graph_Graph9->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph9->SetLineColor(ci);
Graph_Graph9->GetXaxis()->SetLabelFont(42);
Graph_Graph9->GetXaxis()->SetLabelSize(0.035);
Graph_Graph9->GetXaxis()->SetTitleSize(0.035);
Graph_Graph9->GetXaxis()->SetTitleFont(42);
Graph_Graph9->GetYaxis()->SetLabelFont(42);
Graph_Graph9->GetYaxis()->SetLabelSize(0.035);
Graph_Graph9->GetYaxis()->SetTitleSize(0.035);
Graph_Graph9->GetYaxis()->SetTitleFont(42);
Graph_Graph9->GetZaxis()->SetLabelFont(42);
Graph_Graph9->GetZaxis()->SetLabelSize(0.035);
Graph_Graph9->GetZaxis()->SetTitleSize(0.035);
Graph_Graph9->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph9);
multigraph->Add(graph,"");
Double_t Graph_fx10[518] = {
6.04,
6.04,
6.04,
6.04,
6.05,
6.08,
6.11,
6.12,
6.12,
6.13,
6.16,
6.16,
6.16,
6.19,
6.2,
6.2,
6.2,
6.21,
6.24,
6.27,
6.28,
6.28,
6.28,
6.28,
6.28,
6.29,
6.34,
6.37,
6.37,
6.37,
6.37,
6.37,
6.38,
6.43,
6.45,
6.45,
6.45,
6.45,
6.45,
6.45,
6.46,
6.53,
6.54,
6.54,
6.54,
6.54,
6.54,
6.54,
6.62,
6.62,
6.62,
6.62,
6.62,
6.62,
6.64,
6.69,
6.71,
6.71,
6.71,
6.71,
6.71,
6.72,
6.78,
6.8,
6.8,
6.8,
6.8,
6.8,
6.81,
6.87,
6.89,
6.89,
6.89,
6.89,
6.89,
6.91,
6.94,
6.97,
6.98,
6.98,
7,
7.05,
7.08,
7.09,
7.15,
7.17,
7.19,
7.24,
7.27,
7.28,
7.34,
7.37,
7.37,
7.45,
7.46,
7.47,
7.55,
7.56,
7.57,
7.65,
7.66,
7.67,
7.76,
7.77,
7.77,
7.86,
7.88,
7.95,
7.99,
8.05,
8.1,
8.15,
8.19,
8.24,
8.27,
8.31,
8.38,
8.43,
8.48,
8.52,
8.58,
8.61,
8.65,
8.71,
8.75,
8.81,
8.84,
8.88,
8.93,
8.97,
9,
9.05,
9.12,
9.17,
9.24,
9.29,
9.36,
9.42,
9.49,
9.54,
9.62,
9.67,
9.74,
9.8,
9.87,
9.93,
10,
10.2,
10.3,
10.5,
10.6,
10.8,
10.9,
10.9,
11,
11.2,
11.2,
11.3,
11.5,
11.6,
11.8,
11.9,
12.1,
12.2,
12.4,
12.6,
12.7,
12.9,
13.1,
13.3,
13.5,
13.5,
13.6,
13.8,
14,
14.2,
14.4,
14.5,
14.5,
14.8,
15,
15.2,
15.3,
15.3,
15.6,
15.8,
15.9,
16,
16.2,
16.5,
16.6,
16.9,
17.2,
17.3,
17.6,
17.9,
18,
18.3,
18.6,
18.7,
19,
19.3,
19.4,
19.5,
19.8,
20.6,
21.4,
21.8,
22,
22.2,
22.6,
22.9,
23.2,
23.5,
23.8,
24.1,
24.5,
24.8,
25.1,
25.5,
25.8,
26.1,
26.5,
26.8,
27.2,
27.6,
28.1,
28.7,
29.1,
29.4,
29.8,
30.8,
31.7,
32.4,
32.9,
34.2,
35.3,
35.8,
36.4,
36.9,
37.4,
38.3,
38.9,
39.4,
40.4,
41,
41.6,
42.6,
43.2,
43.8,
44.4,
45,
45.6,
46.2,
46.8,
47.5,
48.1,
48.7,
49.4,
50.1,
50.7,
51.4,
52.1,
53.3,
54.8,
55.7,
56.4,
57.2,
57.9,
58.7,
59.5,
60.3,
61.1,
61.9,
62.7,
63.5,
64.4,
65.3,
66.3,
67.6,
68.8,
69.7,
70.7,
71.6,
72.8,
74.2,
75.5,
76.5,
77.5,
78.8,
80.3,
81.8,
82.8,
84,
85.1,
86.4,
88.2,
89.7,
90.9,
92.1,
93.6,
95.5,
97.1,
98.4,
100,
102,
104,
105,
108,
110,
112,
114,
115,
118,
120,
122,
124,
127,
130,
132,
134,
137,
139,
142,
145,
147,
150,
152,
155,
157,
161,
164,
167,
170,
173,
176,
179,
182,
187,
190,
194,
197,
200,
205,
208,
213,
216,
222,
225,
231,
234,
240,
244,
253,
262,
267,
272,
278,
283,
289,
295,
301,
307,
312,
317,
323,
329,
334,
341,
347,
353,
358,
367,
374,
381,
387,
395,
403,
411,
419,
427,
436,
445,
454,
463,
475,
485,
494,
504,
514,
528,
545,
564,
583,
603,
615,
628,
639,
649,
662,
675,
689,
701,
712,
726,
741,
756,
771,
786,
802,
818,
833,
846,
863,
878,
892,
910,
935,
964,
992,
1030,
1050,
1070,
1090,
1110,
1150,
1190,
1210,
1230,
1260,
1280,
1310,
1340,
1370,
1400,
1430,
1460,
1490,
1520,
1550,
1600,
1650,
1690,
1720,
1750,
1790,
1850,
1910,
1950,
1990,
2030,
2070,
2130,
2170,
2210,
2260,
2300,
2370,
2410,
2460,
2540,
2630,
2680,
2730,
2820,
2920,
3020,
3120,
3190,
3240,
3320,
3370,
3490,
3610,
3690,
3750,
3880,
4020,
4100,
4180,
4270,
4350,
4440,
4530,
4620,
4690,
4810,
4880,
5000,
5080,
5200,
5310,
5420,
5520,
5640,
5750,
5860,
5980,
6100,
6220,
6330,
6440,
6560,
6700,
6830,
7050,
7300,
7450,
7590,
7840,
8110,
8380,
8670,
8850,
8990,
9210,
9390,
9610};
Double_t Graph_fy10[518] = {
10.38676,
10.50231,
10.59957,
10.7015,
10.89364,
11.07546,
11.20647,
11.30821,
11.41342,
11.62109,
11.82995,
11.96215,
12.07818,
12.17911,
12.30743,
12.414,
12.52534,
12.76538,
12.97118,
13.12865,
13.25128,
13.37442,
13.49524,
13.62174,
13.74534,
13.99711,
14.24146,
14.40622,
14.54013,
14.67427,
14.8083,
14.94868,
15.22224,
15.47959,
15.6669,
15.80805,
15.95581,
16.10083,
16.2527,
16.40114,
16.65049,
17.00656,
17.18103,
17.34867,
17.50979,
17.663,
17.82315,
18.09534,
18.48112,
18.68225,
18.85134,
19.02836,
19.21403,
19.38419,
19.72512,
20.07365,
20.32073,
20.51337,
20.68111,
20.89181,
21.0759,
21.47197,
21.82747,
22.10836,
22.30316,
22.50687,
22.72023,
22.88709,
23.32871,
23.73763,
24.00677,
24.23435,
24.45738,
24.68282,
24.91041,
25.36578,
25.78503,
26.09729,
26.34398,
26.58842,
27.06598,
27.53896,
27.86668,
28.37133,
28.86478,
29.20029,
29.71859,
30.24769,
30.60227,
31.15273,
31.68307,
32.06927,
32.5362,
33.23597,
33.60661,
34.0793,
34.82676,
35.19988,
35.69491,
36.46783,
36.87798,
37.44003,
38.20997,
38.65276,
39.20006,
40.07932,
40.8414,
41.55343,
42.4036,
43.14178,
44.02907,
44.76045,
45.25133,
46.05417,
46.59723,
47.07559,
47.84267,
48.80958,
49.64402,
50.16063,
51.06094,
51.65136,
52.17979,
52.98822,
53.58735,
54.51024,
55.15295,
55.7454,
56.61769,
57.29215,
57.83828,
58.59123,
59.58957,
60.25911,
61.2608,
61.9507,
63.01658,
63.72388,
64.8542,
65.56339,
66.64773,
67.45883,
68.57788,
69.38042,
70.52167,
71.44279,
73.10832,
74.86664,
76.70132,
78.48531,
80.39639,
82.27539,
83.96915,
84.81317,
86.19446,
88.02168,
88.90821,
90.11315,
92.12023,
94.32802,
96.50886,
98.84577,
100.8332,
102.8086,
104.7116,
106.793,
108.8109,
110.7898,
112.9515,
115.1677,
117.0762,
118.1521,
119.1161,
120.7506,
122.937,
125.5722,
127.4196,
128.5312,
129.6638,
131.542,
134.0308,
136.1693,
137.3979,
138.4952,
140.691,
142.7079,
144.0108,
145.2215,
146.8251,
149.5702,
150.7827,
152.4733,
155.2857,
156.5944,
158.387,
161.2726,
162.6707,
164.4505,
167.5191,
168.8856,
170.7937,
172.6887,
174.1507,
175.4199,
177.3078,
182.9573,
187.7626,
189.8365,
190.4369,
191.0454,
193.294,
195.0114,
196.8028,
198.6746,
200.6337,
202.4317,
204.8624,
205.4538,
206.0518,
208.4005,
210.5569,
212.4997,
214.5452,
216.3183,
218.547,
220.4993,
222.5493,
224.7033,
226.9325,
229.2592,
231.2259,
233.3437,
236.0739,
236.692,
237.8515,
240.2765,
242.669,
242.8986,
243.7,
244.4396,
245.1237,
245.324,
246.1552,
246.9239,
247.738,
248.6028,
249.34,
250.183,
251.0113,
251.7779,
252.4054,
252.4402,
252.4741,
252.5072,
252.5394,
252.576,
252.6065,
251.8236,
251.565,
251.5977,
251.9175,
252.7618,
252.7922,
253.0667,
254.0334,
254.1442,
254.1704,
254.1995,
254.2243,
254.2519,
254.2788,
254.305,
254.3305,
254.3554,
254.3796,
254.4032,
254.4291,
254.4543,
254.2526,
253.4561,
253.3367,
253.3588,
252.5675,
252.295,
252.1031,
251.2675,
251.223,
250.3929,
250.0624,
249.8782,
249.0786,
249.0366,
248.174,
247.9263,
247.944,
247.6981,
246.9351,
246.8915,
246.9084,
246.0196,
245.5296,
244.7362,
244.6935,
243.8445,
243.6187,
242.4377,
241.8683,
241.295,
240.1783,
239.0772,
238.001,
237.4805,
236.957,
236.4553,
236.9969,
237.012,
234.4527,
232.994,
232.0529,
231.124,
230.6725,
229.7764,
228.8918,
227.5962,
226.7575,
226.3463,
225.53,
224.7235,
224.3345,
223.5489,
222.4,
221.6514,
220.9151,
220.5568,
219.4781,
218.4252,
218.4349,
217.4066,
216.4078,
215.7535,
214.7888,
214.4764,
213.537,
212.6227,
211.7229,
210.5545,
209.6973,
208.5851,
207.767,
206.7044,
205.9222,
204.9054,
204.1581,
202.7048,
200.6119,
199.4946,
198.6241,
197.7734,
196.9394,
195.9209,
195.126,
194.1531,
193.393,
192.6467,
192.2811,
191.5566,
190.8456,
190.4965,
189.8054,
189.1259,
188.7928,
187.9657,
186.9986,
186.3681,
185.748,
185.29,
184.688,
183.8008,
183.0782,
182.0883,
181.3984,
180.4531,
179.6626,
178.8891,
178.132,
176.4223,
175.5989,
174.7941,
174.0077,
173.2387,
171.644,
170.3208,
168.5686,
167.267,
165.4898,
164.7208,
163.9695,
163.8889,
163.1556,
162.5181,
161.6606,
160.976,
160.9779,
160.2332,
159.5059,
158.7245,
158.0995,
157.2843,
156.6211,
155.8431,
155.2095,
155.1483,
154.4668,
153.8004,
153.7418,
153.0319,
152.3957,
150.9962,
149.8166,
148.4291,
146.8649,
146.1595,
145.5618,
144.8424,
144.2273,
143.077,
141.5716,
140.9059,
140.2935,
139.6204,
138.999,
138.3208,
137.7278,
136.5779,
135.9239,
135.2852,
134.6612,
134.0513,
133.455,
132.8717,
131.7421,
130.3946,
129.6185,
129.1138,
128.6188,
127.8935,
126.9576,
125.6149,
124.9697,
124.5488,
123.9302,
123.3267,
122.1621,
121.6,
121.0507,
120.5136,
119.9882,
118.9705,
118.3154,
117.8359,
116.905,
115.7187,
115.1476,
114.5904,
113.7792,
112.4881,
111.6267,
110.4508,
109.8856,
109.4437,
108.7971,
108.3764,
107.6595,
106.4832,
106.0117,
105.4593,
104.657,
103.6329,
103.0581,
102.6571,
102.1086,
101.7257,
101.2013,
100.7625,
100.2622,
99.77413,
99.29779,
98.89833,
98.37802,
97.9966,
97.43805,
97.13459,
96.65859,
96.25151,
95.79658,
95.35219,
94.91791,
94.49337,
94.02686,
93.6217,
93.27425,
93.07861,
92.78892,
92.31587,
91.94598,
91.2278,
90.24254,
89.78968,
89.42747,
88.72436,
87.79184,
87.11485,
86.19591,
85.77034,
85.35504,
84.91885,
84.61402,
84.25532};
graph = new TGraph(518,Graph_fx10,Graph_fy10);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#66ccff");
graph->SetLineColor(ci);
graph->SetLineStyle(5);
graph->SetLineWidth(3);
TH1F *Graph_Graph10 = new TH1F("Graph_Graph10","Graph",518,5.436,10570.4);
Graph_Graph10->SetMinimum(9.348083);
Graph_Graph10->SetMaximum(278.861);
Graph_Graph10->SetDirectory(0);
Graph_Graph10->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph10->SetLineColor(ci);
Graph_Graph10->GetXaxis()->SetLabelFont(42);
Graph_Graph10->GetXaxis()->SetLabelSize(0.035);
Graph_Graph10->GetXaxis()->SetTitleSize(0.035);
Graph_Graph10->GetXaxis()->SetTitleFont(42);
Graph_Graph10->GetYaxis()->SetLabelFont(42);
Graph_Graph10->GetYaxis()->SetLabelSize(0.035);
Graph_Graph10->GetYaxis()->SetTitleSize(0.035);
Graph_Graph10->GetYaxis()->SetTitleFont(42);
Graph_Graph10->GetZaxis()->SetLabelFont(42);
Graph_Graph10->GetZaxis()->SetLabelSize(0.035);
Graph_Graph10->GetZaxis()->SetTitleSize(0.035);
Graph_Graph10->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph10);
multigraph->Add(graph,"");
Double_t Graph_fx11[35] = {
3.98,
4.37,
4.79,
5.25,
5.75,
6.31,
6.92,
7.59,
8.32,
9.12,
10,
10.96,
12.02,
13.18,
14.45,
15.85,
17.38,
19.05,
20.89,
22.91,
25.12,
31.62,
39.81,
50.12,
63.1,
79.43,
100,
125.89,
158.49,
199.53,
251.19,
316.23,
1000,
3162.3,
10000};
Double_t Graph_fy11[35] = {
64.47703,
92.96188,
120.9916,
144.7661,
171.1873,
194.8983,
219.9867,
244.5213,
267.5613,
289.6608,
311.7509,
330.2783,
345.9273,
362.605,
376.5173,
387.5872,
398.0475,
406.9399,
414.3522,
421.5604,
426.3119,
433.1181,
435.0014,
429.503,
421.4079,
411.5566,
398.3919,
383.7713,
369.2768,
352.1727,
335.9504,
319.8066,
245.9105,
185.1913,
139.1868};
graph = new TGraph(35,Graph_fx11,Graph_fy11);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#66cc66");
graph->SetLineColor(ci);
graph->SetLineStyle(2);
graph->SetLineWidth(3);
TH1F *Graph_Graph11 = new TH1F("Graph_Graph11","Graph",100,3.582,10999.6);
Graph_Graph11->SetMinimum(27.4246);
Graph_Graph11->SetMaximum(472.0538);
Graph_Graph11->SetDirectory(0);
Graph_Graph11->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph11->SetLineColor(ci);
Graph_Graph11->GetXaxis()->SetLabelFont(42);
Graph_Graph11->GetXaxis()->SetLabelSize(0.035);
Graph_Graph11->GetXaxis()->SetTitleSize(0.035);
Graph_Graph11->GetXaxis()->SetTitleFont(42);
Graph_Graph11->GetYaxis()->SetLabelFont(42);
Graph_Graph11->GetYaxis()->SetLabelSize(0.035);
Graph_Graph11->GetYaxis()->SetTitleSize(0.035);
Graph_Graph11->GetYaxis()->SetTitleFont(42);
Graph_Graph11->GetZaxis()->SetLabelFont(42);
Graph_Graph11->GetZaxis()->SetLabelSize(0.035);
Graph_Graph11->GetZaxis()->SetTitleSize(0.035);
Graph_Graph11->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph11);
multigraph->Add(graph,"");
Double_t Graph_fx12[35] = {
4,
5,
6,
7,
8,
9,
10,
12,
14,
16,
18,
20,
24,
28,
32,
36,
40,
44,
48,
52,
56,
60,
65,
70,
75,
80,
85,
90,
95,
100,
150,
200,
300,
400,
500};
Double_t Graph_fy12[35] = {
91.75045,
115.9467,
132.4599,
144.0692,
152.856,
159.9043,
165.4462,
172.653,
177.2831,
179.5654,
180.8904,
181.5836,
181.5776,
181.2419,
178.737,
176.8406,
175.2212,
173.4303,
171.2294,
169.3498,
167.5194,
165.3283,
163.1921,
161.2337,
159.198,
157.2876,
155.7156,
153.813,
152.3262,
150.9621,
138.5165,
129.9907,
118.4184,
110.7202,
104.9163};
graph = new TGraph(35,Graph_fx12,Graph_fy12);
graph->SetName("Graph");
graph->SetTitle("Graph");
graph->SetFillColor(1);
ci = TColor::GetColor("#333399");
graph->SetLineColor(ci);
graph->SetLineStyle(2);
graph->SetLineWidth(3);
TH1F *Graph_Graph12 = new TH1F("Graph_Graph12","Graph",100,3.6,549.6);
Graph_Graph12->SetMinimum(82.76714);
Graph_Graph12->SetMaximum(190.5669);
Graph_Graph12->SetDirectory(0);
Graph_Graph12->SetStats(0);
ci = TColor::GetColor("#000099");
Graph_Graph12->SetLineColor(ci);
Graph_Graph12->GetXaxis()->SetLabelFont(42);
Graph_Graph12->GetXaxis()->SetLabelSize(0.035);
Graph_Graph12->GetXaxis()->SetTitleSize(0.035);
Graph_Graph12->GetXaxis()->SetTitleFont(42);
Graph_Graph12->GetYaxis()->SetLabelFont(42);
Graph_Graph12->GetYaxis()->SetLabelSize(0.035);
Graph_Graph12->GetYaxis()->SetTitleSize(0.035);
Graph_Graph12->GetYaxis()->SetTitleFont(42);
Graph_Graph12->GetZaxis()->SetLabelFont(42);
Graph_Graph12->GetZaxis()->SetLabelSize(0.035);
Graph_Graph12->GetZaxis()->SetTitleSize(0.035);
Graph_Graph12->GetZaxis()->SetTitleFont(42);
graph->SetHistogram(Graph_Graph12);
multigraph->Add(graph,"");
multigraph->Draw("L");
TLegend *leg = new TLegend(0.16,0.61,0.5,0.85,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextSize(0.03);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
TLegendEntry *entry=leg->AddEntry("NULL","Razor-0#mu 90% CL limit: AV EFT operator","h");
entry->SetLineColor(1);
entry->SetLineStyle(1);
entry->SetLineWidth(1);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","Expected limit, with uncertainty","lf");
ci = TColor::GetColor("#ffcc00");
entry->SetFillColor(ci);
entry->SetFillStyle(1001);
ci = TColor::GetColor("#ff6666");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","Observed limit","l");
ci = TColor::GetColor("#0000ff");
entry->SetLineColor(ci);
entry->SetLineStyle(1);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
leg = new TLegend(0.67,0.61,0.92,0.9,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextSize(0.03);
leg->SetLineColor(1);
leg->SetLineStyle(1);
leg->SetLineWidth(1);
leg->SetFillColor(0);
leg->SetFillStyle(1001);
entry=leg->AddEntry("Graph","IceCube W^{+}W^{-}","l");
ci = TColor::GetColor("#3399ff");
entry->SetLineColor(ci);
entry->SetLineStyle(4);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","COUPP 2012","l");
ci = TColor::GetColor("#6666ff");
entry->SetLineColor(ci);
entry->SetLineStyle(6);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","SIMPLE 2012","l");
ci = TColor::GetColor("#ff9900");
entry->SetLineColor(ci);
entry->SetLineStyle(2);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","Super-K W^{+}W^{-}","l");
ci = TColor::GetColor("#cc33ff");
entry->SetLineColor(ci);
entry->SetLineStyle(6);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","XENON 100","l");
ci = TColor::GetColor("#66ccff");
entry->SetLineColor(ci);
entry->SetLineStyle(5);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","PICO","l");
ci = TColor::GetColor("#66cc66");
entry->SetLineColor(ci);
entry->SetLineStyle(2);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
entry=leg->AddEntry("Graph","PICASSO","l");
ci = TColor::GetColor("#333399");
entry->SetLineColor(ci);
entry->SetLineStyle(2);
entry->SetLineWidth(3);
entry->SetMarkerColor(1);
entry->SetMarkerStyle(21);
entry->SetMarkerSize(1);
entry->SetTextFont(42);
leg->Draw();
TLatex * tex = new TLatex(0.955,0.945,"18.8 fb^{-1} (8 TeV)");
tex->SetNDC();
tex->SetTextAlign(31);
tex->SetTextFont(42);
tex->SetTextSize(0.045);
tex->SetLineWidth(2);
tex->Draw();
tex = new TLatex(0.245,0.865,"CMS");
tex->SetNDC();
tex->SetTextAlign(31);
tex->SetTextFont(61);
tex->SetTextSize(0.045);
tex->SetLineWidth(2);
tex->Draw();
TH1F *_copy__1 = new TH1F("_copy__1","",100,0.9,1049.95);
_copy__1->SetMinimum(100);
_copy__1->SetMaximum(2000000);
_copy__1->SetDirectory(0);
_copy__1->SetStats(0);
ci = TColor::GetColor("#000099");
_copy__1->SetLineColor(ci);
_copy__1->GetXaxis()->SetTitle("M_{#chi} (GeV)");
_copy__1->GetXaxis()->SetRange(0,96);
_copy__1->GetXaxis()->SetLabelFont(42);
_copy__1->GetXaxis()->SetTitleSize(0.05);
_copy__1->GetXaxis()->SetTitleOffset(1.1);
_copy__1->GetXaxis()->SetTitleFont(42);
_copy__1->GetYaxis()->SetTitle("#Lambda (GeV)");
_copy__1->GetYaxis()->SetLabelFont(42);
_copy__1->GetYaxis()->SetTitleSize(0.05);
_copy__1->GetYaxis()->SetTitleOffset(1.05);
_copy__1->GetYaxis()->SetTitleFont(42);
_copy__1->GetZaxis()->SetLabelFont(42);
_copy__1->GetZaxis()->SetLabelSize(0.035);
_copy__1->GetZaxis()->SetTitleSize(0.035);
_copy__1->GetZaxis()->SetTitleFont(42);
_copy__1->Draw("sameaxis");
c->Modified();
c->cd();
c->SetSelected(c);
}
int main(int argc, char** argv)
{
std::string plot_type = argv[1];
//"HVScan";
// std::string plot_type = "AngScanHigh";
// std::string plot_type = "scanX0_HVLow_50";
// std::string plot_type = "scanX0_HVLow_20";
std::cout<<plot_type<<std::endl;
TFile* inF_GaAsEm;
//TFile* inF_GaAsEm_OFF;
TFile* inF_MultiAlkEm;
//TFile* inF_MultiAlkEm_OFF;
TFile* inF_Double9090;
TFile* inF_Double9040;
TFile* inF_Double9090b;
TFile* inF_Double9040b;
TMultiGraph *mg = new TMultiGraph();
TLegend *legC;
if(plot_type == "HV12"){
legC = new TLegend(0.12,0.62,0.30,0.87,NULL,"brNDC");
//plot name MCPName_ScanType_HVScanScanType_MCPName
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_HV12_HVScan12_MultiAlkEm.root");
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_HV12_HVScan12_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_HV12_HVScan12_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_HV12_HVScan12_Double9040.root");
TGraphErrors* eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
TGraphErrors* eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
TGraphErrors* eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
TGraphErrors* eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
//eff_GaAsEm_OFF->SetMarkerColor(kGreen+1);
//eff_GaAsEm_OFF->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
//
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
// eff_GaAsEm_OFF->SetMarkerStyle(22);
// eff_GaAsEm_OFF->SetLineWidth(2);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(22);
eff_MultiAlkEm->SetLineWidth(2);
legC->SetTextFont(42);
legC->SetTextSize(0.034);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk. emitt. ON: #DeltaV_{12} = 300 V", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. ON: #DeltaV_{12} = 300 V", "p");
// legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = HV_{2}", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{1} = HV_{2}", "p");
mg->Add(eff_GaAsEm);
// mg->Add(eff_GaAsEm_OFF);
mg->Add(eff_Double9090);
mg->Add(eff_Double9040);
mg->Add(eff_MultiAlkEm);
// TCanvas* c = new TCanvas("cEff","cEff",400,800);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("APL");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(1200,4000);
mg->GetXaxis()->SetTitle("HV_{1} (V)");
mg->GetXaxis()->SetTitleSize(0.05);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.05);
mg->SetMaximum(1);
mg->SetMinimum(0);
mg->Draw("APL");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->SaveAs(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "HV1"){
legC = new TLegend(0.52,0.58,0.80,0.83,NULL,"brNDC");
//plot name MCPName_ScanType_HVScanScanType_MCPName
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_HV1_HVScan1_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_HV1_HVScan1_MultiAlkEm.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_HV1_HVScan1_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_HV1_HVScan1_Double9040.root");
TGraphErrors* eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
TGraphErrors* eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
TGraphErrors* eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
TGraphErrors* eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
//eff_GaAsEm_OFF->SetMarkerColor(kGreen+1);
//eff_GaAsEm_OFF->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
//
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
// eff_GaAsEm_OFF->SetMarkerStyle(22);
// eff_GaAsEm_OFF->SetLineWidth(2);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(22);
eff_MultiAlkEm->SetLineWidth(2);
legC->SetTextFont(42);
legC->SetTextSize(0.034);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk emitt. HV_{2} = 3100 (V)", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. HV_{2} = 3100 (V)", "p");
// legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
// legC->AddEntry(eff_Double9040, "Double9040 HV_{2} = 2700 (V)", "p");
// legC->AddEntry(eff_Double9090, "Double9090 HV_{2} = 2700 (V)", "p");
mg->Add(eff_GaAsEm);
// mg->Add(eff_GaAsEm_OFF);
// mg->Add(eff_Double9090);
// mg->Add(eff_Double9040);
mg->Add(eff_MultiAlkEm);
// TCanvas* c = new TCanvas("cEff","cEff",400,800);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("APL");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(1200,4000);
mg->GetXaxis()->SetTitle("HV_{1} (V)");
mg->GetXaxis()->SetTitleSize(0.05);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.05);
mg->SetMaximum(1);
mg->SetMinimum(0);
mg->Draw("APL");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->SaveAs(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "HV2"){
legC = new TLegend(0.12,0.62,0.40,0.87,NULL,"brNDC");
//plot name MCPName_ScanType_HVScanScanType_MCPName
// inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_HV1_HVScan1_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
//inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_HV1_HVScan1_MultiAlkEm.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_HV2_HVScan2_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_HV2_HVScan2_Double9040.root");
inF_Double9090b = TFile::Open("plots/efficiency_studies/Double9090_HV1_HVScan1_Double9090.root");
inF_Double9040b = TFile::Open("plots/efficiency_studies/Double9040_HV1_HVScan1_Double9040.root");
//TGraphErrors* eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
TGraphErrors* eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
TGraphErrors* eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
TGraphErrors* eff_Double9090b = (TGraphErrors*)inF_Double9090b->Get("eff");
TGraphErrors* eff_Double9040b = (TGraphErrors*)inF_Double9040b->Get("eff");
//settings
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
//
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_Double9040b->SetMarkerColor(kBlue);
eff_Double9040b->SetLineColor(kBlue);
eff_Double9090b->SetMarkerColor(kRed);
eff_Double9090b->SetLineColor(kRed);
//
eff_Double9040b->SetMarkerStyle(22);
eff_Double9040b->SetLineWidth(2);
eff_Double9040b->SetMarkerSize(0.9);
eff_Double9090b->SetMarkerStyle(22);
eff_Double9090b->SetLineWidth(2);
eff_Double9090b->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.034);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = 2700 (V), scan on HV_{2}", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{1} = 2700 (V), scan on HV_{2}", "p");
legC->AddEntry(eff_Double9040b, "Double9040 HV_{2} = 2700 (V), scan on HV_{1}", "p");
legC->AddEntry(eff_Double9090b, "Double9090 HV_{2} = 2700 (V), scan on HV_{1}", "p");
mg->Add(eff_Double9090);
mg->Add(eff_Double9040);
mg->Add(eff_Double9090b);
mg->Add(eff_Double9040b);
// TCanvas* c = new TCanvas("cEff","cEff",400,800);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("APL");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(1200,4000);
mg->GetXaxis()->SetTitle("HV_{1} or HV_{2} (V)");
mg->GetXaxis()->SetTitleSize(0.05);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.05);
mg->SetMaximum(1);
mg->SetMinimum(0);
mg->Draw("APL");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->SaveAs(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "Extreme"){
legC = new TLegend(0.12,0.72,0.30,0.87,NULL,"brNDC");
//plot name MCPName_ScanType_HVScanScanType_MCPName
// inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_HV1_HVScan1_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
//inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_HV1_HVScan1_MultiAlkEm.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_HV1_HVScanExt_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_HV1_HVScanExt_Double9040.root");
//TGraphErrors* eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
TGraphErrors* eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
//TGraphErrors* eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
TGraphErrors* eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
//
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.034);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
legC->AddEntry(eff_Double9040, "Double9040 HV_{2} = 3000 (V)", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{2} = 3000 (V)", "p");
mg->Add(eff_Double9090);
mg->Add(eff_Double9040);
// TCanvas* c = new TCanvas("cEff","cEff",400,800);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("APL");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(2200,4000);
mg->GetXaxis()->SetTitle("HV_{1} (V)");
mg->GetXaxis()->SetTitleSize(0.05);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.05);
mg->SetMaximum(1);
mg->SetMinimum(0);
mg->Draw("APL");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->SaveAs(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "Ang"){
legC = new TLegend(0.12,0.62,0.40,0.87,NULL,"brNDC");
//plot name MCPName_ScanType_HVScanScanType_MCPName
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_Ang_AngScan_Double9040.root");
TGraphErrors* eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
//
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.034);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = 2700 V, HV_{2} = 2700 V", "p");
mg->Add(eff_Double9040);
// TCanvas* c = new TCanvas("cEff","cEff",400,800);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("APL");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(-1,50);
mg->GetXaxis()->SetTitle("Angle (degrees)");
mg->GetXaxis()->SetTitleSize(0.05);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.05);
mg->SetMaximum(0.9);
mg->SetMinimum(0.5);
mg->Draw("APL");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->SaveAs(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "X0_12"){
legC = new TLegend(0.15,0.15,0.45,0.32,NULL,"brNDC");
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_X0_X0Scan12_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_X0_X0Scan12_MultiAlkEm.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_X0_X0Scan12_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_X0_X0Scan12_Double9040.root");
TGraphErrors* eff_GaAsEm;
TGraphErrors* eff_MultiAlkEm;
TGraphErrors* eff_Double9090;
TGraphErrors* eff_Double9040;
eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(20);
eff_MultiAlkEm->SetLineWidth(2);
eff_MultiAlkEm->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.037);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
mg->Add(eff_GaAsEm);
mg->Add(eff_Double9090);
mg->Add(eff_MultiAlkEm);
mg->Add(eff_Double9040);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("ALP");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(-0.1,7.2);
mg->GetXaxis()->SetTitle("Number of X_{0}");
mg->GetXaxis()->SetTitleSize(0.046);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.046);
mg->SetMaximum(1.05);
mg->SetMinimum(0);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk emitt (ON) HV_{1} = -3800 HV_{2} = -3500 (V)", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. (ON) HV_{1} = -3400 (V) HV_{2} = -3100 (V)", "p");
//legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = -2700 (V), HV_{2} = 2700 (V)", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{1} = -2700 (V), HV_{2} = 2700 (V)", "p");
mg->Draw("ALP");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->Print(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "X0_1"){
legC = new TLegend(0.15,0.15,0.45,0.32,NULL,"brNDC");
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_X0_X0Scan1_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_X0_X0Scan1_MultiAlkEm.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_X0_X0Scan1_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_X0_X0Scan1_Double9040.root");
TGraphErrors* eff_GaAsEm;
TGraphErrors* eff_MultiAlkEm;
TGraphErrors* eff_Double9090;
TGraphErrors* eff_Double9040;
eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(20);
eff_MultiAlkEm->SetLineWidth(2);
eff_MultiAlkEm->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.037);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
mg->Add(eff_GaAsEm);
mg->Add(eff_Double9090);
mg->Add(eff_MultiAlkEm);
mg->Add(eff_Double9040);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("ALP");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(-0.1,7.2);
mg->GetXaxis()->SetTitle("Number of X_{0}");
mg->GetXaxis()->SetTitleSize(0.046);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.046);
mg->SetMaximum(1.05);
mg->SetMinimum(0);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk emitt (OFF) HV_{1} = -3450 HV_{2} = -3500 (V)", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. (OFF) HV_{1} = -3050 (V) HV_{2} = -3100 (V)", "p");
//legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = -2400 (V), HV_{2} = 2700 (V)", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{1} = -2400 (V), HV_{2} = 2700 (V)", "p");
mg->Draw("ALP");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->Print(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "multiplicity1"){
legC = new TLegend(0.15,0.15,0.45,0.32,NULL,"brNDC");
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_multiplicity1_LongScan0X0_GaAsEm_1.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_HV_HVScan7.root");
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_multiplicity1_LongScan0X0_MultiAlkEm_1.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_multiplicity1_LongScan0X0_Double9090_1.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_multiplicity1_LongScan0X0_Double9040_1.root");
TGraphErrors* eff_GaAsEm;
TGraphErrors* eff_MultiAlkEm;
TGraphErrors* eff_Double9090;
TGraphErrors* eff_Double9040;
eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(20);
eff_MultiAlkEm->SetLineWidth(2);
eff_MultiAlkEm->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.037);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
mg->Add(eff_GaAsEm);
mg->Add(eff_Double9090);
mg->Add(eff_MultiAlkEm);
mg->Add(eff_Double9040);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("ALP");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(-0.1,7.2);
mg->GetXaxis()->SetTitle("multiplicity");
mg->GetXaxis()->SetTitleSize(0.046);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.046);
mg->SetMaximum(1.05);
mg->SetMinimum(0);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk emitt (ON) HV_{1} = -3800 HV_{2} = -3500 (V)", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. (ON) HV_{1} = -3400 (V) HV_{2} = -3100 (V)", "p");
//legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = -2700 (V), HV_{2} = 2700 (V)", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{1} = -2700 (V), HV_{2} = 2700 (V)", "p");
mg->Draw("ALP");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->Print(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "multiplicity2"){
legC = new TLegend(0.15,0.15,0.45,0.32,NULL,"brNDC");
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_multiplicity2_LongScan0X0_GaAsEm_2.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_multiplicity2_HVScan7.root");
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_multiplicity2_LongScan0X0_MultiAlkEm_2.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_multiplicity2_LongScan0X0_Double9090_2.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_multiplicity2_LongScan0X0_Double9040_2.root");
TGraphErrors* eff_GaAsEm;
TGraphErrors* eff_MultiAlkEm;
TGraphErrors* eff_Double9090;
TGraphErrors* eff_Double9040;
eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(20);
eff_MultiAlkEm->SetLineWidth(2);
eff_MultiAlkEm->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.037);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
mg->Add(eff_GaAsEm);
mg->Add(eff_Double9090);
mg->Add(eff_MultiAlkEm);
mg->Add(eff_Double9040);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("ALP");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(-0.1,7.2);
mg->GetXaxis()->SetTitle("multiplicity");
mg->GetXaxis()->SetTitleSize(0.046);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.046);
mg->SetMaximum(1.05);
mg->SetMinimum(0);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk emitt (OFF) HV_{1} = -3450 HV_{2} = -3500 (V)", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. (OFF) HV_{1} = -3050 (V) HV_{2} = -3100 (V)", "p");
//legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
legC->AddEntry(eff_Double9040, "Double9040 HV_{1} = -2400 (V), HV_{2} = 2700 (V)", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{1} = -2400 (V), HV_{2} = 2700 (V)", "p");
mg->Draw("ALP");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->Print(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
/////----------------------------------------------------------------------------//////////////
if(plot_type == "LongScan2X0"){
legC = new TLegend(0.15,0.15,0.45,0.32,NULL,"brNDC");
inF_GaAsEm = TFile::Open("plots/efficiency_studies/GaAsEm_HV1_LongScan2X0_GaAsEm.root");
//inF_GaAsEm_OFF = TFile::Open("plots/efficiency_studies/GaAsEm_multiplicity2_HVScan7.root");
inF_MultiAlkEm = TFile::Open("plots/efficiency_studies/MultiAlkEm_HV1_LongScan2X0_MultiAlkEm.root");
inF_Double9090 = TFile::Open("plots/efficiency_studies/Double9090_HV1_LongScan2X0_Double9090.root");
inF_Double9040 = TFile::Open("plots/efficiency_studies/Double9040_HV1_LongScan2X0_Double9040.root");
TGraphErrors* eff_GaAsEm;
TGraphErrors* eff_MultiAlkEm;
TGraphErrors* eff_Double9090;
TGraphErrors* eff_Double9040;
eff_GaAsEm = (TGraphErrors*)inF_GaAsEm->Get("eff");
eff_MultiAlkEm = (TGraphErrors*)inF_MultiAlkEm->Get("eff");
eff_Double9090 = (TGraphErrors*)inF_Double9090->Get("eff");
eff_Double9040 = (TGraphErrors*)inF_Double9040->Get("eff");
//settings
eff_GaAsEm->SetMarkerColor(kGreen+1);
eff_GaAsEm->SetLineColor(kGreen+1);
eff_Double9040->SetMarkerColor(kBlue);
eff_Double9040->SetLineColor(kBlue);
eff_Double9090->SetMarkerColor(kRed);
eff_Double9090->SetLineColor(kRed);
eff_MultiAlkEm->SetMarkerColor(1);
eff_MultiAlkEm->SetLineColor(1);
eff_GaAsEm->SetMarkerStyle(20);
eff_GaAsEm->SetLineWidth(2);
eff_GaAsEm->SetMarkerSize(0.9);
eff_Double9040->SetMarkerStyle(20);
eff_Double9040->SetLineWidth(2);
eff_Double9040->SetMarkerSize(0.9);
eff_Double9090->SetMarkerStyle(20);
eff_Double9090->SetLineWidth(2);
eff_Double9090->SetMarkerSize(0.9);
eff_MultiAlkEm->SetMarkerStyle(20);
eff_MultiAlkEm->SetLineWidth(2);
eff_MultiAlkEm->SetMarkerSize(0.9);
legC->SetTextFont(42);
legC->SetTextSize(0.037);
legC->SetFillColor(kWhite);
legC->SetLineColor(kWhite);
legC->SetShadowColor(kWhite);
mg->Add(eff_GaAsEm);
mg->Add(eff_Double9090);
mg->Add(eff_MultiAlkEm);
mg->Add(eff_Double9040);
TCanvas* c = new TCanvas();
gPad->SetTicks();
char plot_name[100];
std::string command = "if [ ! -e final_plots/ ] ; then mkdir final_plots ; fi";
system(command.c_str());
sprintf(plot_name, "final_plots/efficiency_%s.pdf", plot_type.c_str());
mg->Draw("ALP");
mg->SetTitle("Electron Beam 450 MeV");
mg->GetXaxis()->SetRangeUser(1400,3800);
mg->GetXaxis()->SetTitle("HV_{2} (V)");
mg->GetXaxis()->SetTitleSize(0.046);
mg->GetYaxis()->SetTitle("Efficiency");
mg->GetYaxis()->SetTitleSize(0.046);
mg->SetMaximum(1.05);
mg->SetMinimum(0);
legC->AddEntry(eff_MultiAlkEm, "MultiAlk emitt. HV_{2} = 3500 (V)", "p");
legC->AddEntry(eff_GaAsEm, "GaAs emitt. HV_{2} = 3100 (V)", "p");
// legC->AddEntry(eff_GaAsEm_OFF, "GaAs emitt. - iMCP mode", "p");
legC->AddEntry(eff_Double9040, "Double9040 HV_{2} = 2700 (V)", "p");
legC->AddEntry(eff_Double9090, "Double9090 HV_{2} = 2700 (V)", "p");
mg->Draw("ALP");
legC->Draw("same");
banner4Plot();
c->Update();
c->Print(plot_name, "pdf");
sprintf(plot_name, "final_plots/efficiency_%s.png", plot_type.c_str());
c->Print(plot_name, "png");
sprintf(plot_name, "final_plots/efficiency_%s.root", plot_type.c_str());
c->Print(plot_name, "root");
sprintf(plot_name, "final_plots/efficiency_%s.C", plot_type.c_str());
c->SaveAs(plot_name, "C");
}
return 0;
}
void pointsed(TString filename = "btagpatanalyzerpy.root", TString check="") {
TString cmssw;
// 167
cmssw = "$3.1.0_pre9$";
TFile *f = TFile::Open(filename);
/////////////////////////////////////////////////////////////////////////////////////////
std::vector< TString > checks;
checks.push_back("");
checks.push_back("Corr30_");
checks.push_back("Corr30t0_");
checks.push_back("Corr30t1_");
checks.push_back("Corr30t2_");
checks.push_back("Corr30t0_nConstituent_");
checks.push_back("Corr30t1_nConstituent_");
checks.push_back("Corr30t2_nConstituent_");
checks.push_back("Uncor10_");
checks.push_back("Uncor10t0_");
checks.push_back("Uncor10t1_");
checks.push_back("Uncor10t2_");
checks.push_back("Uncor10t0_nConstituent_");
checks.push_back("Uncor10t1_nConstituent_");
checks.push_back("Uncor10t2_nConstituent_");
/////////////////////////////////////////////////////////////////////////////////////////
std::vector< TString > taggers;
std::vector< TString > labeltag;
std::vector< int> colorlines;
taggers.push_back( "TC2" );colorlines.push_back( 1 );labeltag.push_back( "TCHE");
taggers.push_back( "TC3" );colorlines.push_back( 2 );labeltag.push_back( "TCHP");
taggers.push_back( "TP" );colorlines.push_back( 3 );labeltag.push_back( "JP");
taggers.push_back( "SSV" );colorlines.push_back( 4 );labeltag.push_back( "SSV");
taggers.push_back( "CSV" );colorlines.push_back( 5 );labeltag.push_back( "CSV");
taggers.push_back( "MSV" );colorlines.push_back( 6 );labeltag.push_back( "CSVMVAB");
taggers.push_back( "SMT" );colorlines.push_back( 8 );labeltag.push_back( "SMT");
taggers.push_back( "BTP" );colorlines.push_back( 9 );labeltag.push_back( "JBP");
taggers.push_back( "SMTbyIP3d" );colorlines.push_back( 11 );labeltag.push_back( "SMTByIP3d");
taggers.push_back( "SMTbyPt" );colorlines.push_back( 12 );labeltag.push_back( "SMTByPt");
taggers.push_back( "SETbyIP3d" );colorlines.push_back( 13 );labeltag.push_back( "SETByIP3d");
taggers.push_back( "SETbyPt" );colorlines.push_back( 14 );labeltag.push_back( "SETByPt");
// taggers.push_back( "IPM" );colorlines.push_back( 11 );labeltag.push_back( "IPMVAB");
// taggers.push_back( "SMNIPT" );colorlines.push_back( 12 );labeltag.push_back( "SMTNoIP");
/////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//ed for ( size_t ichks = 0; ichks < checks.size(); ++ichks ) {
//ed TString check = checks[ichks];
/////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
TString PerfTitle= check;
if (check == "") PerfTitle="uncorr pt>30";
if (check == "Corr30_") PerfTitle="pt>30";
if (check == "Corr30t0_") PerfTitle="pt>30, #tracks > 0";
if (check == "Corr30t1_") PerfTitle="pt>30, #tracks > 1";
if (check == "Corr30t2_") PerfTitle="pt>30, #tracks > 2";
if (check == "Corr30t0_nConstituent_") PerfTitle="pt>30, #tracks > 0 & nConstituents >1";
if (check == "Corr30t1_nConstituent_") PerfTitle="pt>30, #tracks > 1 & nConstituents >1";
if (check == "Corr30t2_nConstituent_") PerfTitle="pt>30, #tracks > 2 & nConstituents >1";
if (check == "Uncor10_") PerfTitle="uncorr pt>10";
if (check == "Uncor10t0_") PerfTitle="uncorr pt>10 #tracks > 0";
if (check == "Uncor10t1_") PerfTitle="uncorr pt>10 #tracks > 1";
if (check == "Uncor10t2_") PerfTitle="uncorr pt>10 #tracks > 2";
if (check == "Uncor10t0_nConstituent_") PerfTitle="uncorr pt>10 #tracks > 0 & nConstituents >1";
if (check == "Uncor10t1_nConstituent_") PerfTitle="uncorr pt>10 #tracks > 1 & nConstituents >1";
if (check == "Uncor10t2_nConstituent_") PerfTitle="uncorr pt>10 #tracks > 2 & nConstituents >1";
std::vector< TString > discriminators;
for ( size_t itagger = 0; itagger < taggers.size(); ++itagger ) {
discriminators.push_back( check+"disc"+taggers[itagger]+"_udsg" );
}
// discriminators.push_back( "discTC3_udsg" );
// discriminators.push_back( "discTP_udsg" );
TCanvas *cv = new TCanvas("cv","cv",900,900);
TMultiGraph *mg =new TMultiGraph();
TLegend *legend0 = new TLegend(0.68,0.12,0.88,0.32);
// inverted axis
TMultiGraph *mginv =new TMultiGraph();
TLegend *legend1 = new TLegend(0.65,0.18,0.85,0.48);
std::ofstream salida("BTagPATop3"+check+".txt");
for ( size_t itagger = 0; itagger < taggers.size(); ++itagger ) {
TString tag = check+"g"+taggers[itagger]+"_udsg";
TGraphErrors *agraph = (TGraphErrors*) gDirectory->Get("BTagPATAnalyzer"+taggers[itagger]+"/"+taggers[itagger]+"/"+tag);
TGraph *dgraph = (TGraph*) gDirectory->Get("BTagPATAnalyzer"+taggers[itagger]+"/"+taggers[itagger]+"/"+discriminators[itagger]);
// TGraph *udsgvsdgraph = new TGraph(dgraph->GetN(),dgraph->GetY(),dgraph->GetX());
dgraph->Sort();
// udsgvsdgraph->Sort();
TGraphErrors *g = new TGraphErrors(agraph->GetN(),agraph->GetY(),agraph->GetX(),agraph->GetEY(),agraph->GetEX());
g->Sort();
g->SetLineColor(itagger+1);
legend0 -> AddEntry(g,taggers[itagger],"l");
mg->Add(g);
//inverted axis
TGraphErrors *ginv = new TGraphErrors(agraph->GetN(),agraph->GetX(),agraph->GetY(),agraph->GetEX(),agraph->GetEY());
ginv->Sort();
ginv->SetLineColor(colorlines[itagger]);
ginv->SetMarkerStyle(8);
ginv->SetMarkerColor(colorlines[itagger]);
legend1 -> AddEntry(ginv,labeltag[itagger],"l");
mginv->Add(ginv);
std::cout << " Tagger: " << tag << std::endl;
std::cout << " Loose(10%): " << " cut > " << std::setprecision(4) << dgraph->Eval(0.1) << " b-eff = " << g->Eval(0.1) << std::endl;
std::cout << " Medium(1%): " << " cut > " << std::setprecision(4) << dgraph->Eval(0.01) << " b-eff = " << g->Eval(0.01) << std::endl;
std::cout << " Tight(0.1%) = " << " cut > " << std::setprecision(4) << dgraph->Eval(0.001) << " b-eff = " << g->Eval(0.001) << std::endl;
salida << " " << taggers[itagger] << endl;
salida << " #bin \t b-eff \t err-beff \t non-beff \t err-non-b"<< endl;
for ( size_t i=0;i< agraph->GetN();i++){
salida << " " << (i+1) << " \t "
<< agraph->GetX()[i] <<" \t "
<< agraph->GetEX()[i]<<" \t "
<< agraph->GetY()[i] <<" \t "
<< agraph->GetEY()[i]
<< " "<< endl;
}
}
// cv->SetLogx();
mg->Draw("ALP");
mg->GetYaxis()->SetTitle("b-eff");
mg->GetXaxis()->SetTitle("udsg-mistagging");
legend0 -> Draw();
cv-> SetGrid();
cv-> Print ("BTagPATop"+check+".eps");
cv-> Print ("BTagPATop"+check+".png");
cv->cd(0);
cv->SetLogx();
mg->Draw("ALP");
legend0 -> Draw();
cv-> Print ("BTagPATop1"+check+".eps");
cv-> Print ("BTagPATop1"+check+".png");
//inverted axis
TCanvas *cvinv = new TCanvas("cvinv","cvinv",700,700);
cvinv->SetLogy(0);
mginv->Draw("ALP");
mginv->GetXaxis()->SetTitle("b-eff");
mginv->GetYaxis()->SetTitle("udsg-mistagging");
legend1 -> Draw();
cvinv->SetGrid();
cvinv-> Print ("BTagPATop2"+check+".eps");
cvinv-> Print ("BTagPATop2"+check+".png");
cvinv->cd(0);
// cvinv->Update();
// cvinv->SetLogx();
// mginv->SetXmin(10^-4);
// axis range using a histogram helper
TH2D*hpx = new TH2D("hpx",PerfTitle,200,0.0,1.005,200,0.00002,1.05);
hpx->SetStats(kFALSE);
hpx->Draw();
hpx->GetXaxis()->SetTitle("b-eff");
hpx->GetYaxis()->SetTitle("udsg-mistagging");
cvinv->SetLogy(1);
mginv->Draw("AP");
legend1 -> Draw();
cvinv-> Print ("BTagPATop3"+check+".eps");
cvinv-> Print ("BTagPATop3"+check+".png");
//ed}
}
void AnalyzeClipping(TString inputWaveName = "sum trigger input ch5 960mV",
TString outputWaveName = "sum trigger output ch5 - 2V clip - 960mV input",
Double_t inputDelay = 1.1E-8, Double_t lowerCut = 16E-9, Double_t upperCut = 23E-9,
const char *inFile = "Data.root",const char *WaveformsFile = "Waveforms.root") {
//try to access data file and in case of failure return
if(gSystem->AccessPathName(inFile,kFileExists)) {
cout << "Error: file " << inFile << " does not exsist. Run .x DataParse.C to create it" << endl;
return;
}
TFile *f = TFile::Open(inFile);
TFolder *dataSet;
TString dataFolderS = "SumTriggerBoardData";
dataFolderS.Append(";1");
dataSet = (TFolder*)f->Get(dataFolderS);
cout << dataSet << endl;
cout << dataSet->GetName() << endl;
Int_t nScope = 150; // number of measurements done by the scope evey time
//try to access waveforms file and in case of failure return
if(gSystem->AccessPathName(WaveformsFile,kFileExists)) {
cout << "Error: file " << WaveformsFile << " does not exsist. Run .x WaveformsFileMaker.C to create it" << endl;
return;
}
TFile *f = TFile::Open(WaveformsFile);
TList *listOfKeys = f->GetListOfKeys();
Int_t numberOfKeys = listOfKeys->GetEntries();
TList *listOfGraphs = new TList();
// if the waveform file name begins with the string "comparator" it goes in this list
TList *listOfCompWaves = new TList();
// if the waveform file name begins with the string "sum output" it goes in this list
TList *listOfAdderWaves = new TList();
for(Int_t i = 0; i < numberOfKeys; i++) {
TString *keyName = new TString(listOfKeys->At(i)->GetName());
TTree *tree = (TTree*)f->Get(keyName->Data());
Float_t x = 0;
Float_t y = 0;
tree->SetBranchAddress("x",&x);
tree->SetBranchAddress("y",&y);
Int_t nentries = tree->GetEntries();
TString *gName = new TString(keyName->Data());
gName->Append(" graph");
TGraphErrors *gWave = new TGraphErrors(nentries);
gWave->SetName(gName->Data());
gWave->SetTitle(gName->Data());
gWave->GetXaxis()->SetTitle("Time");
gWave->GetYaxis()->SetTitle("Voltage");
for (Int_t j = 0; j < nentries; j++) {
tree->GetEntry(j);
gWave->SetPoint(j,x,y);
}
listOfGraphs->Add(gWave);
}
// Global variables
Double_t *xInput, *xOutput, *yInput, *yOutput;
// V input 960 mV
TString path = "Clipping/Output width analysis/Channel 5/V input 960mV/";
TGraphErrors *gClip960mV = TBGraphErrors(dataSet,path,"V clip","Output FWHM",1,nScope);
gClip960mV->SetMarkerStyle(20);
gClip960mV->SetMarkerSize(0.8);
gClip960mV->GetXaxis()->SetTitle("V clipping (mV)");
gClip960mV->GetYaxis()->SetTitle("Output FWHM (ns)");
TCanvas *cClip960mV = new TCanvas("cClip960mV","Output FWHM in function of V clipping",800,600);
gClip960mV->Draw("APEL");
// Expected output FWHM
TGraphErrors *gInput960mV = listOfGraphs->FindObject("sum trigger input ch5 960mV graph");
Double_t *xClip = gClip960mV->GetX();
Int_t nClip = gClip960mV->GetN();
cout << "nClip = " << nClip << endl;
Long64_t graphPoints = gInput960mV->GetN();
yInput = gInput960mV->GetY();
xInput = gInput960mV->GetX();
vector<double> xFirst(nClip);
vector<double> xLast(nClip);
Double_t half;
Int_t flag = 0;
vector<double> yConv(graphPoints);
for(Int_t i = 0; i < graphPoints; i++) {
yConv[i] = -(yInput[i]);
yConv[i] *= 1000;
if(xInput[i] + inputDelay < lowerCut || xInput[i] + inputDelay > upperCut)
yConv[i] = 0;
}
Double_t yInput960mVMax = TMath::MaxElement(graphPoints,&yConv[0]);
for(Int_t i = 0; i < nClip; i++) {
if(xClip[i] > yInput960mVMax) half = yInput960mVMax;
else half = xClip[i];
half /=2;
cout << half << endl;
flag = 0;
for(Int_t j = 0; j < graphPoints - 3; j++) {
if((yConv[j + 1] - half)*(yConv[j] - half) < 0 && flag == 0) {
xFirst[i] = xInput[j];
flag = 1;
cout << "found first point! " << xFirst[i] << endl;
continue;
}
if((yConv[j + 1] - half)*(yConv[j] - half) < 0 && flag == 1) {
xLast[i] = xInput[j];
cout << "found last point! " << xLast[i] << endl;
break;
}
}
}
vector<double> expectedFWHM960mV(nClip);
for(Int_t i = 0; i < expectedFWHM960mV.size(); i++) {
expectedFWHM960mV[i] = xLast[i] - xFirst[i];
// convert from seconds to nanoseconds
expectedFWHM960mV[i] *= 10E8;
cout << "expectedFWHM960mV[" << i << "] = " << expectedFWHM960mV[i] << endl;
}
// expected FWHM 960 mV graph
TGraphErrors *gExpClip960mV = new TGraphErrors(nClip,xClip,&expectedFWHM960mV[0],0,0);
gExpClip960mV->SetLineStyle(7);
gExpClip960mV->SetMarkerStyle(20);
gExpClip960mV->SetMarkerSize(0.8);
// V input 1.9 V
path = "Clipping/Output width analysis/Channel 5/V input 1.9V/";
TGraphErrors *gClip1Point9V = TBGraphErrors(dataSet,path,"V clip","Output FWHM",1,nScope);
gClip1Point9V->SetMarkerStyle(20);
gClip1Point9V->SetMarkerSize(0.8);
gClip1Point9V->SetLineColor(kRed);
gClip1Point9V->GetXaxis()->SetTitle("V clipping (mV)");
gClip1Point9V->GetYaxis()->SetTitle("Output FWHM (ns)");
TCanvas *cClip1Point9V = new TCanvas("cClip1Point9V","Output FWHM in function of V clipping",800,600);
gClip1Point9V->Draw("APEL");
// Expected output FWHM
TGraphErrors *gInput1Point9V = listOfGraphs->FindObject("sum trigger input ch5 1900mV graph");
xClip = gClip1Point9V->GetX();
nClip = gClip1Point9V->GetN();
cout << "nClip = " << nClip << endl;
graphPoints = gInput1Point9V->GetN();
yInput = gInput1Point9V->GetY();
xInput = gInput1Point9V->GetX();
vector<double> xFirst(nClip);
vector<double> xLast(nClip);
flag = 0;
vector<double> yConv(graphPoints);
for(Int_t i = 0; i < graphPoints; i++) {
yConv[i] = -(yInput[i]);
yConv[i] *= 1000;
if(xInput[i] + inputDelay < lowerCut || xInput[i] + inputDelay > upperCut) yConv[i] = 0;
}
Double_t yInput1Point9VMax = TMath::MaxElement(graphPoints,&yConv[0]);
for(Int_t i = 0; i < nClip; i++) {
if(xClip[i] > yInput1Point9VMax) half = yInput1Point9VMax;
else half = xClip[i];
half /= 2;
cout << half << endl;
flag = 0;
for(Int_t j = 0; j < graphPoints - 3; j++) {
if((yConv[j + 1] - half)*(yConv[j] - half) < 0 && flag == 0) {
xFirst[i] = xInput[j];
flag = 1;
cout << "found first point! " << xFirst[i] << endl;
continue;
}
if((yConv[j + 1] - half)*(yConv[j] - half) < 0 && flag == 1) {
xLast[i] = xInput[j];
cout << "found last point! " << xLast[i] << endl;
break;
}
}
}
vector<double> expectedFWHM1Point9V(nClip);
for(Int_t i = 0; i < expectedFWHM1Point9V.size(); i++) {
expectedFWHM1Point9V[i] = xLast[i] - xFirst[i];
// convert from seconds to nanoseconds
expectedFWHM1Point9V[i] *= 10E8;
cout << "expectedFWHM1Point9V[" << i << "] = " << expectedFWHM1Point9V[i] << endl;
}
// expected FWHM 960 mV graph
TGraphErrors *gExpClip1Point9V = new TGraphErrors(nClip,xClip,&expectedFWHM1Point9V[0],0,0);
gExpClip1Point9V->SetLineStyle(7);
gExpClip1Point9V->SetLineColor(kRed);
gExpClip1Point9V->SetMarkerStyle(20);
gExpClip1Point9V->SetMarkerSize(0.8);
// Collection of Output FWHM graphs, 2 amplitudes, serveral V clipping
TMultiGraph *mgClipOutputFWHM = new TMultiGraph();
mgClipOutputFWHM->SetTitle("Collection of Output FWHM graphs, 2 amplitudes, serveral V clipping");
mgClipOutputFWHM->Add(gClip1Point9V);
mgClipOutputFWHM->Add(gClip960mV);
mgClipOutputFWHM->Add(gExpClip960mV);
mgClipOutputFWHM->Add(gExpClip1Point9V);
TCanvas *cmgClipOutputFWHM = new TCanvas("cmgClipOutputFWHM","Collection of Output FWHM graphs, 2 amplitudes, serveral V clipping");
mgClipOutputFWHM->Draw("APEL");
cmgClipOutputFWHM->Modified();
mgClipOutputFWHM->GetXaxis()->SetTitle("V clipping (mV)");
mgClipOutputFWHM->GetYaxis()->SetTitle("Output FWHM (ns)");
cmgClipOutputFWHM->Update();
legend = new TLegend(0.6,0.67,0.89,0.86,"V input");
legend->AddEntry(gClip1Point9V, "1.9 V", "lp");
legend->AddEntry(gClip960mV, "960 mV", "lp");
legend->AddEntry(gExpClip960mV, "Exp 960 mV", "lp");
legend->AddEntry(gExpClip1Point9V, "Exp 1.9 V", "lp");
legend->SetTextSize(0.04);
legend->SetMargin(0.5);
legend->Draw();
// Hysteresis plot: V output (t) in function of V input (t) for several clipping values
// variables used in the analysis
Long64_t iInputMax, iOutputMax;
Float_t xInputMax, xOutputMax, xInputHalf, xOutputHalf;
Double_t InputMax, OutputMax, InputHalf, OutputHalf;
Long64_t firstIndex = 0;
Long64_t lastIndex = 0;
Long64_t inputGraphPoints = 0;
Long64_t outputGraphPoints = 0;
// hard coded values to cut the x axis of both waves
// Input wave
inputWaveName += " graph";
TGraphErrors *gInput = listOfGraphs->FindObject(inputWaveName);
gInput->SetLineColor(kRed);
gInput->SetLineWidth(2);
xInput = gInput->GetX();
yInput = gInput->GetY();
inputGraphPoints = gInput->GetN();
cout << inputGraphPoints << endl;
// Invert the input wave
for(Int_t i = 0; i < inputGraphPoints; i++) {
yInput[i] = -(yInput[i]);
}
// find the x at which the graph reaches the max value
iInputMax = TMath::LocMax(inputGraphPoints, yInput);
xInputMax = xInput[iInputMax];
cout << "iInputMax = " << iInputMax << endl;
cout << "xInputMax = " << xInputMax << endl;
InputMax = gInput->Eval(xInput[iInputMax]);
cout << "InputMax = " << InputMax << endl;
// Output wave
outputWaveName += " graph";
TGraphErrors *gOutput = listOfGraphs->FindObject(outputWaveName);
gOutput->SetLineWidth(2);
xOutput = gOutput->GetX();
yOutput = gOutput->GetY();
outputGraphPoints = gOutput->GetN();
// find the x at which the graph reaches the max value
iOutputMax = TMath::LocMax(outputGraphPoints, yOutput);
xOutputMax = xOutput[iOutputMax];
cout << "iOutputMax = " << iOutputMax << endl;
cout << "xOutputMax = " << xOutputMax << endl;
OutputMax = gOutput->Eval(xOutput[iOutputMax]);
cout << "OutputMax = " << OutputMax << endl;
// compute x delay between max points
Double_t delay = xOutputMax - xInputMax;
cout << "delay = " << delay << endl;
// Shift the x axis of the input graph and create a new graph with only a portion of the first graph
for(Int_t i = 0; i < inputGraphPoints; i++) {
xInput[i] += inputDelay;
if(xInput[i] >= lowerCut) {
if(firstIndex == 0) firstIndex = i;
}
if(xInput[i] <= upperCut)
lastIndex = i;
}
cout << "firstIndex = " << firstIndex << endl;
cout << "lastIndex = " << lastIndex << endl;
cout << "xInput[firstIndex] = " << xInput[firstIndex] << endl;
cout << lastIndex - firstIndex << endl;
Long64_t input2GraphPoints = lastIndex - firstIndex;
TGraphErrors *gInput2 = new TGraphErrors(input2GraphPoints);
gInput2->SetTitle(inputWaveName);
for(Int_t i = firstIndex; i <= lastIndex; i++) {
gInput2->SetPoint(i - firstIndex,xInput[i],yInput[i]);
}
TCanvas *cgInput2 = new TCanvas("cgInput2", "cgInput2", 1200,800);
gInput2->Draw("AL");
// create a new graph with only a portion of the first graph
firstIndex = 0;
lastIndex = 0;
for(Int_t i = 0; i < outputGraphPoints; i++) {
if(xOutput[i] >= lowerCut) {
if(firstIndex == 0) firstIndex = i;
}
if(xOutput[i] <= upperCut)
lastIndex = i;
}
cout << "firstIndex = " << firstIndex << endl;
cout << "lastIndex = " << lastIndex << endl;
cout << "xOutput[firstIndex] = " << xOutput[firstIndex] << endl;
cout << lastIndex - firstIndex << endl;
Long64_t output2GraphPoints = lastIndex - firstIndex;
TGraphErrors *gOutput2 = new TGraphErrors(output2GraphPoints);
gOutput2->SetTitle(outputWaveName);
for(Int_t i = firstIndex; i <= lastIndex; i++) {
gOutput2->SetPoint(i - firstIndex,xOutput[i],yOutput[i]);
}
TCanvas *cgOutput2 = new TCanvas("cgOutput2", "cgOutput2", 1200,800);
gOutput2->Draw("AL");
// first hysteresis plot
Double_t step;
Double_t *xInput2;
xInput2 = gInput2->GetX();
cout << "xInput2[input2GraphPoints - 1] = " << xInput2[input2GraphPoints - 1] << endl;
cout << "xInput2[0] = " << xInput2[0] << endl;
step = (xInput2[input2GraphPoints - 1] - xInput2[0])/output2GraphPoints;
cout << "step = " << step << endl;
// in case gInput2 and gOutput2 contain a different number of points create the hysteresis plot with gOutput2 points
// and modify the yInput2 to match the number of points of yOutput2
vector<double> yInput2;
for(Int_t i = 0; i < output2GraphPoints; i++) {
yInput2.push_back(gInput2->Eval(xInput2[0] + i*step));
}
Double_t *yOutput2;
yOutput2 = gOutput2->GetY();
TGraphErrors *gHyst = new TGraphErrors(output2GraphPoints, &yInput2.at(0),yOutput2);
gHyst->SetTitle("Hysteresis plot");
gHyst->GetXaxis()->SetTitle("Vin(t) [mV]");
gHyst->GetYaxis()->SetTitle("Vout(t) [mV]");
gHyst->GetYaxis()->SetTitleOffset(1.4);
TCanvas *cgHyst = new TCanvas("cgHyst", "cgHyst", 1200,800);
cgHyst->SetLeftMargin(0.12);
gHyst->Draw("AL");
// collection of graphs
TMultiGraph *mgInputOutput = new TMultiGraph();
mgInputOutput->Add(gInput);
mgInputOutput->Add(gOutput);
mgInputOutput->SetTitle("Input and output");
TCanvas *cmgInputOutput = new TCanvas("cmgInputOutput", "Input and output", 1200,800);
mgInputOutput->Draw("AL");
cmgInputOutput->Update();
legend = new TLegend(0.65,0.68,0.86,0.86);
legend->AddEntry(gInput, "Input", "lp");
legend->AddEntry(gOutput, "Output", "lp");
legend->SetMargin(0.4);
legend->SetTextSize(0.04);
legend->Draw();
cmgInputOutput->Modified();
}
void rateStudy() {
const int NRUNS = 25;
const int NCH = 32;
const int NBINS = 32;
TCanvas* c1 = new TCanvas("c1", "c1", 800, 600);
TMultiGraph *mg = new TMultiGraph();
TLegend *legend=new TLegend(0.65,0.15,0.88,0.55);
legend->SetNColumns(4);
legend->SetFillColor(0);
TH1F* hRate = new TH1F("hRate", "hist", 32.0, 0, 8.0);
//Color buffer
const int NCOLORS = 32;
int color[NCOLORS] = {73, 2, 3, 4, 99, 6, 7, 8, 9, 12, 28, 32, 34,
28, 50, 51, 56, 58, 88, 99, 1, 208, 209,
218, 212, 210, 221, 224, 225, 226, 227, 228 };
ifstream fin;
//fin.open("runlist.txt");
fin.open("filter_runlist.txt");
string line = "";
TFile* out = new TFile("outtemp.root", "REACREATE");
TH1F* h = new TH1F("h","hist", NBINS, 0, NBINS);
TF1* pois = new TF1("pois","[0]*TMath::Poisson(x,[1])",0,50);
TF1* ppp = new TF1("ppp","[0]*TMath::Power(0.5,x*[1])",0.01,1.0);
for (int ch = 0; ch < NCH; ++ch) {
//if ( ch==26 || ch==27 )
//continue;
//Graph points and errors
Double_t x[NRUNS];
Double_t y[NRUNS];
Double_t errX[NRUNS] = {0};
Double_t errY[NRUNS] = {0};
int fileCounter = 0;
while(getline(fin, line)) {
vector<double> data = parse(line);
stringstream filePath;
filePath << "pmtratestudy/run" << data[0] << "*.root";
cout << "opening file at " << filePath.str() << endl;
cout << "file counter: " << fileCounter << " channel=" << ch << endl;
//TFile* f = new TFile(filePath.str().c_str());
//TTree* t = (TTree *)f->Get("eventtree");
TChain* t = new TChain("eventtree");
t->Add( filePath.str().c_str() );
out->cd();
x[fileCounter] = data[1];
int nfires[NCH] = {0};
int samples = 0;
float chmax = 0.0;
t->SetBranchAddress("nfires", &nfires);
t->SetBranchAddress("samples", &samples);
t->SetBranchAddress("chmax", &chmax);
h->Reset();
int nentries = t->GetEntries();
for (int entry = 0; entry < nentries; ++entry) {
t->GetEntry(entry);
if (chmax < 100.0) {
h->Fill(nfires[ch]);
}
}
pois->SetParameter(0,1);
pois->SetParameter(1, h->GetMean());
h->Fit(pois,"RQ","",0,50);
//TF1 *myfit = (TF1 *)h->GetFunction("pois");
TF1 *myfit = (TF1 *)pois;
Double_t lambda = myfit->GetParameter(1);
h->Draw();
stringstream histFileName;
histFileName << "hist/h" << data[0] << "_ch" << ch << ".png";
c1->SaveAs(histFileName.str().c_str());
//Graph with poisson method
#if 1
y[fileCounter] = lambda / ((samples - 1) * 15.625E-6);
errY[fileCounter] = myfit->GetParError(1) / ((samples - 1) * 15.625E-6);
#endif
//Graph with mean method
#if 0
y[fileCounter] = h->GetMean() / ((samples - 1) * 15.625E-6);
errY[fileCounter] = h->GetMeanError() / ((samples - 1) * 15.625E-6);
#endif
cout << x[fileCounter] << ", " << y[fileCounter]
<< " | " << (samples - 1) << endl;
delete t;
//f->Close();
fileCounter++;
}
ppp->SetParameter(0,1);
ppp->SetParameter(1,0.4);
TGraphErrors* gr = new TGraphErrors(NRUNS, x, y, errX, errY);
gr->SetLineColor(color[ch % NCOLORS]);
cout << "color: " << color[ch % NCOLORS] << endl;
gr->SetLineWidth(2);
gr->SetMarkerStyle(7);
gr->Fit("ppp","R0","Q0",0.045,2.0);
TF1 *afit = (TF1 *)gr->GetFunction("ppp");
Double_t aRate = 1/afit->GetParameter(1);
if (aRate > 0) {
hRate->Fill(aRate);
}
gr->GetXaxis()->SetTitle("Run Date");
gr->GetYaxis()->SetTitle("Rate [kHz]");
stringstream entryName, fileName;
entryName << "Channel" << ch;
gr->SetTitle(entryName.str().c_str());
fileName << "plots/" << ch << ".png";
legend->AddEntry(gr, entryName.str().c_str());
gr->Draw("alp");
c1->SaveAs(fileName.str().c_str());
mg->Add(gr);
cout << "added plot to mg\n";
fin.clear();
fin.seekg(0, ios::beg);
} // loop over channel
hRate->Draw();
hRate->Fit("gaus");
c1->SaveAs("hrate.pdf");
mg->Draw("alp");
mg->GetXaxis()->SetTitle("Days since first run");
mg->GetYaxis()->SetTitle("Rate [kHz]");
mg->SetTitle("All channels: Rate vs. Days since first Run");
legend->Draw();
c1->SaveAs("mg.pdf");
}
void plot( TString stream = "eleTau", TString variable = "diTauVisMass", Float_t xMax = 50){
TCanvas *c1 = new TCanvas("c1","",5,30,650,600);
c1->SetGrid(0,0);
c1->SetFillStyle(4000);
c1->SetFillColor(10);
c1->SetTicky();
c1->SetObjectStat(0);
TLegend* leg = new TLegend(0.14,0.60,0.41,0.85,NULL,"brNDC");
leg->SetBorderSize(0);
leg->SetTextSize(0.03);
leg->SetFillColor(0);
ifstream is;
is.open("submit/grid/results_"+stream+"_SM_"+variable+".txt");
int nMassPoints = 0;
char* c0 = new char[100];
while (is.good())
{
is.getline(c0,100,'\n');
printf("%s\n",c0);
nMassPoints++;
}
is.close();
nMassPoints -= 1;
cout << "Using " << nMassPoints << " mass points" << endl;
if(nMassPoints!=8){
cout << "Check the mass points!" << endl;
return;
}
Float_t obsX[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float obsY[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float X[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float Y[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eX1sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eY1sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eX1sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eY1sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eX2sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eY2sL[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eX2sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
float eY2sH[] = {0.,0.,0.,0.,0.,0.,0.,0.};
char* c = new char[100];
is.open("submit/grid/results_"+stream+"_SM_"+variable+".txt");
int countMass = 0;
while (is.good())
{
is.getline(c,100,'\n');
if (is.good()){
cout << "Now doing mass point number " << countMass << endl;
eX1sL[countMass] = 0.;
eX1sH[countMass] = 0.;
eX2sL[countMass] = 0.;
eX2sH[countMass] = 0.;
string line(c);
char* cSplit = strtok ( c ," ");
int counter = 0;
while (cSplit != NULL)
{
cout << "Parsing the " << counter << "th number in line " << countMass << endl;
//cout << atof(cSplit) << endl;
if(counter==0){
X[countMass] = atof(cSplit);
obsX[countMass] = atof(cSplit);
}
if(counter==1) Y[countMass] = atof(cSplit);
if(counter==2) eY1sH[countMass] = atof(cSplit);
if(counter==3) eY2sH[countMass] = atof(cSplit);
if(counter==4) eY1sL[countMass] = atof(cSplit);
if(counter==5) eY2sL[countMass] = atof(cSplit);
if(counter==6) obsY[countMass] = atof(cSplit);
counter++;
cSplit = strtok ( NULL ," ");
}
countMass++;
}
}
for(int i = 0 ; i < nMassPoints ; i++){
cout << "Mass " << X[i] << endl;
cout << "Exp " << Y[i] << endl;
cout << "Obs " << obsY[i] << endl;
eY1sH[i] = eY1sH[i]-Y[i];
eY1sL[i] = fabs(eY1sL[i]-Y[i]);
eY2sH[i] = eY2sH[i]-Y[i];
eY2sL[i] = TMath::Max( TMath::Abs(eY2sL[i]-Y[i]), eY1sL[i] );
if((string(stream.Data())).find("mu")!=string::npos && (string(variable.Data())).find("diTauVisMass")!=string::npos &&
(i==1 || i==4) ){
eY1sH[i] = eY1sH[i-1];
eY2sH[i] = eY2sH[i-1];
}
if((string(stream.Data())).find("mu")!=string::npos && (string(variable.Data())).find("diTauNSVfitMass")!=string::npos &&
i==4 )
eY2sH[i] = eY2sH[i-1];
if((string(stream.Data())).find("ele")!=string::npos && (string(variable.Data())).find("diTauVisMass")!=string::npos &&
i==6 )
eY2sH[i] = eY2sH[7]-Y[7];
cout << "1s Up " << eY1sH[i] << endl;
cout << "1s Down " << eY1sL[i] << endl;
}
TMultiGraph *mg = new TMultiGraph();
mg->SetTitle("");
TGraphAsymmErrors* expected = new TGraphAsymmErrors(nMassPoints, X, Y, eX1sL ,eX1sL , eX1sL, eX1sL);
TGraphAsymmErrors* oneSigma = new TGraphAsymmErrors(nMassPoints, X, Y, eX1sL, eX1sL, eY1sL, eY1sH);
TGraphAsymmErrors* twoSigma = new TGraphAsymmErrors(nMassPoints, X, Y, eX2sL, eX2sL, eY2sL, eY2sH);
TGraphAsymmErrors* observed = new TGraphAsymmErrors(nMassPoints, X, obsY, eX1sL ,eX1sL , eX1sL, eX1sL);
oneSigma->SetMarkerColor(kBlack);
oneSigma->SetMarkerStyle(kFullCircle);
oneSigma->SetFillColor(kGreen);
oneSigma->SetFillStyle(1001);
twoSigma->SetMarkerColor(kBlack);
twoSigma->SetMarkerStyle(kFullCircle);
twoSigma->SetFillColor(kYellow);
twoSigma->SetFillStyle(1001);
expected->SetMarkerColor(kBlack);
expected->SetMarkerStyle(kFullCircle);
expected->SetMarkerSize(1.5);
expected->SetLineColor(kBlack);
expected->SetLineWidth(2);
observed->SetMarkerColor(kBlue);
observed->SetMarkerStyle(1);
observed->SetLineColor(kBlue);
observed->SetLineWidth(4);
mg->Add(twoSigma);
mg->Add(oneSigma);
mg->Add(expected);
mg->Add(observed);
mg->Draw("ALP3");
c1->cd();
gPad->Modified();
mg->GetXaxis()->SetLimits(105,140);
mg->GetYaxis()->SetTitleOffset(0.97);
mg->SetMinimum(0.);
mg->SetMaximum(xMax);
mg->GetXaxis()->SetTitle("m_{H} (GeV)");
mg->GetYaxis()->SetTitle("#sigma X BR(H#rightarrow#tau#tau)_{95% CLs}/#sigma_{SM}");
if((string(stream.Data())).find("ele")!=string::npos )
leg->SetHeader("#splitline{CMS Preliminary}{#sqrt{s}=7 TeV, 1.9 fb^{-1}, #tau_{e}#tau_{had}}");
else if((string(stream.Data())).find("mu")!=string::npos )
leg->SetHeader("#splitline{CMS Preliminary}{#sqrt{s}=7 TeV, 1.9 fb^{-1}, #tau_{#mu}#tau_{had}}");
leg->AddEntry(expected,"Expected CLs limit","P");
leg->AddEntry(observed,"Observed CLs limit","L");
leg->Draw();
TF1 *line = new TF1("line","1",100,150);
line->SetLineColor(kRed);
line->SetLineWidth(2);
line->Draw("SAME");
gPad->SaveAs("submit/grid/limits_"+stream+"_"+variable+".png");
}
void DeltaPlot::viewGMstar (Char_t const* title)
{
FFactor GMS(12);
GMS.LoadParameters(parametersFile);
GMS.CheckParameters();
//GMS.PrintParameters();
const int nPoints = 2500;
double qMin;
double qMax;
double qStep;
double qA;
double DX[nPoints], DY[nPoints], RY[nPoints];
qMin = 0.004;
qMax = 3.0;
qStep = (qMax-qMin)/nPoints;
qA = qMin;
for (int i = 0; i < nPoints; i++) {
qA = qMin + i*qStep;
double qA2 = qA*qA;
double gen = GMS.AbsGEN(-qA2);
double gmn = GMS.AbsGMN(-qA2);
double msq = massDi*massDi - massNucl*massNucl - qA2;
double abq = sqrt((qA2 + msq*msq)/(4.*massDi*massDi));
double jsc = (massDi+massNucl)/2./massNucl*(1.-qA2/4./massDi/massDi)*(1.-qA2/4./massNucl/massNucl);
DX[i] = qA2;
double mDip = 1. + qA2/0.71;
double gD = 1./mDip/mDip;
double gDmn = gD*(-muN);
DY[i] = sqrt(2.)*2./3.*gDmn*jsc;
double masst = qA2/(4.*massNucl*massNucl);
double gmo = (GMS.ScalarOne(-qA2)-GMS.VectorOne(-qA2))/qA2+(GMS.ScalarTwo(-qA2)-GMS.VectorTwo(-qA2))/massN/massN/4.;
RY[i] = sqrt(2.)*2./3.*gmn*jsc;
}
c[k] = new TCanvas (uName("c",k), uName("Graph_",k), x0+k*s, y0+k*s, w, h);
//c[k]->SetLogy(); // logarithmic scale
TGraphErrors *g[5];
TMultiGraph *mg = new TMultiGraph();
Double_t EX0[100] = {0};
// 1999-PRL-82-45_Frolov
Double_t X1[] = {2.8, 4.0};
Double_t Y1[] = {0.0859, 0.0402};
Double_t U1[] = {0.0035, 0.0019};
Double_t D1[] = {0.0035, 0.0019};
g[1] = new TGraphErrors (2, X1, Y1, EX0, D1);
g[1]->SetTitle("JLab/Hall C");
g[1]->SetMarkerColor(2);
g[1]->SetMarkerStyle(21);
mg->Add(g[1]);
// 2006-PRL-97-112003_Ungaro
Double_t X2[] = {3.0, 3.5, 4.2, 5.0, 6.0};
Double_t Y2[] = {0.0697, 0.0524, 0.0346, 0.0242, 0.0134};
Double_t U2[] = {0.0010, 0.0011, 0.0012, 0.0014, 0.0014};
Double_t D2[] = {0.0010, 0.0011, 0.0012, 0.0014, 0.0014};
g[2] = new TGraphErrors (5, X2, Y2, EX0, D2);
g[2]->SetTitle("JLaB/CLAS");
g[2]->SetMarkerColor(4);
g[2]->SetMarkerStyle(21);
mg->Add(g[2]);
// 1968-PL-28-148B_Bartel
Double_t X3[] = {0.20, 0.30, 0.40, 0.47, 0.48, 0.50, 0.60, 0.63, 0.63, 0.77, 0.78, 0.79, 0.97, 0.98, 1.15, 1.34, 1.57, 2.34};
Double_t Y3[] = {1.7700, 1.3800, 1.1700, 0.9780, 0.9610, 0.9640, 0.7660, 0.7350, 0.7190, 0.5700, 0.5720, 0.5530, 0.4460, 0.4460, 0.3260, 0.2690, 0.2090, 0.1020};
Double_t U3[] = {0.0620, 0.0483, 0.0351, 0.0293, 0.0336, 0.0289, 0.0268, 0.0221, 0.0252, 0.0200, 0.0172, 0.0194, 0.0156, 0.0156, 0.0147, 0.0121, 0.0115, 0.0082};
Double_t D3[] = {0.0620, 0.0483, 0.0351, 0.0293, 0.0336, 0.0289, 0.0268, 0.0221, 0.0252, 0.0200, 0.0172, 0.0194, 0.0156, 0.0156, 0.0147, 0.0121, 0.0115, 0.0082};
g[3] = new TGraphErrors (18, X3, Y3, EX0, D3);
g[3]->SetTitle("DESY");
g[3]->SetMarkerColor(6);
g[3]->SetMarkerStyle(22);
mg->Add(g[3]);
// 1975-PR-D12-1884_Stein
Double_t X4[] = {0.09, 0.22, 0.46, 0.78, 1.17, 1.48, 1.82};
Double_t Y4[] = {2.2448, 1.5824, 0.9147, 0.5007, 0.2708, 0.1728, 0.1122};
Double_t U4[] = {0.0709, 0.0332, 0.0243, 0.0136, 0.0116, 0.0095, 0.0064};
Double_t D4[] = {0.0709, 0.0332, 0.0243, 0.0136, 0.0116, 0.0095, 0.0064};
g[4] = new TGraphErrors (7, X4, Y4, EX0, D4);
g[4]->SetTitle("SLAC");
g[4]->SetMarkerColor(4);
g[4]->SetMarkerStyle(23);
mg->Add(g[4]);
for (int i=0; i<4; ++i)
{
g[i+1]->SetFillColor(0);
//g[i+1]->SetLineColor(4);
g[i+1]->SetMarkerSize(1.2);
}
// Formula D
TGraph *gD = new TGraph (nPoints, DX, DY);
gD->SetTitle("Dipole formulae");
gD->SetFillColor(0);
gD->SetLineWidth(3);
gD->SetMarkerSize(0.3);
gD->SetMarkerStyle(21);
gD->SetMarkerColor(4);
gD->SetLineColor(4);
mg->Add(gD);
// Formula A
TGraph *gA = new TGraph (nPoints, DX, RY);
gA->SetTitle("Our result");
gA->SetFillColor(0);
gA->SetLineWidth(3);
gA->SetMarkerSize(0.3);
gA->SetMarkerStyle(21);
//gA->SetLineColor(3);
mg->Add(gA);
mg->Draw("AP");
//TF1 *fg = new TF1 ("fg", "[1]*x + [0]");
//mg->Fit("poly5","Fit"); // fg
TAxis *aX = mg->GetXaxis();
aX->SetTitle("Q^{2} [GeV^{2}]");
//aX->SetLimits(0.,10.);
aX->SetRangeUser(-0.01,7.0);
aX->SetTitleOffset(1.2);
aX->CenterTitle();
TAxis *aY = mg->GetYaxis();
aY->SetTitle("G_{M}^{*}");
//aY->SetRangeUser(0.6,1.8);
aY->SetTitleOffset(1.2);
aY->CenterTitle();
gPad->SetFillColor(kWhite);
TLegend *leg = c[k]->BuildLegend();
leg->SetFillStyle(0);
c[k]->Modified();
c[k]->SaveAs("imgGMstar.pdf");
++k;
}
void Overlap_1and3Pixel(){ // name of file
using namespace std;
int i=0; // used to name the TGraphs
int j=0;
TCanvas *c1 = new TCanvas("c1","c1", 600, 400);
TPad *pad1 = new TPad("pad1","",0,0,1,1);
TLegend *leg = new TLegend(.80,.70,.85,.87);
TGraph *gr[15]; // defines array to number of TGraphs
TMultiGraph *mg = new TMultiGraph(); // create multigraph
for (double bias=10;bias<=60;bias+=10){ // loop to create of graph for select bias values
TString str =TString::Format("/afs/cern.ch/user/m/mbucklan/TCAD_Analysis/SimpleCMOS_2d/1pixel/CC_Simple_Pixel_bias=%.0f_500.txt",bias); // does some magic, creates string with name of file
if (i==4){
i++;
}
gr[i] = new TGraph(str,"%lE %lE"); // creates graph called gr and reads file
TString str1 =TString::Format("1 pixel %.0fV",bias); // creates string with bias value
gr[i]->SetTitle(str1); // sets title to string
gr[i]->SetLineColor(i+1); // sets line colour, changes for each graph
gr[i]->SetLineWidth(1);
mg->Add(gr[i]); // adds graph to multigraph
leg->AddEntry(gr[i],str1,"l");
i++;
}
for (double bias=10;bias<=60;bias+=10){ // loop to create of graph for select bias values
TString str3 =TString::Format("/afs/cern.ch/user/m/mbucklan/TCAD_Analysis/SimpleCMOS_2d/3pixel/CC_3pixel_bias=%.1f_200.txt",bias); // does some magic, creates string with name of file
if (j==4){
j++;
}
gr[i] = new TGraph(str3,"%lE %lE"); // creates graph called gr and reads file
TString str4 =TString::Format("3 pixel %.0fV",bias); // creates string with bias value
gr[i]->SetTitle(str4); // sets title to string
gr[i]->SetLineColor(j+1); // sets line colour, changes for each graph
gr[i]->SetLineWidth(1);
gr[i]->SetLineStyle(2);
mg->Add(gr[i]); // adds graph to multigraph
leg->AddEntry(gr[i],str4,"l");
i++;
j++;
}
pad1->Draw();
pad1->cd();
pad1->SetTickx(1); //draws ticks on top side x axis
pad1->SetTicky(1); //draws ticks on right hand side y axis
gPad->Update();
mg->Draw("AC"); // draws graph
// Make the graph look fancy...ish
mg->GetXaxis()->SetTitle("Time (s)");
mg->GetYaxis()->SetTitle("Collected Charge (C)");
mg->GetHistogram()->SetTitle("Collected Charge for 1 and 3 Pixel 100#mum Thick Sensor, Resistivity=100#Omegacm");
mg->SetMinimum(0);
//mg->GetXaxis()->SetLimits(1.0e-8,11.5e-8);
leg->SetTextSize(0.03);
leg->SetBorderSize(0); // no border
leg->Draw();
}