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drawRunHistos.C
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drawRunHistos.C
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// Purpose: Draw reports of trigger rates and prescales by run
// Author: mikko.voutilainen@cern.ch
// Created: June 5, 2010
// Updated: June 5, 2010
#include "TFile.h"
#include "TDirectory.h"
#include "TList.h"
#include "TKey.h"
#include "TH1D.h"
#include "TCanvas.h"
#include "TStyle.h"
#include "TLatex.h"
#include "TLegend.h"
#include "TF1.h"
#include "TGraphErrors.h"
#include "TMultiGraph.h"
#include "TLine.h"
#include "TROOT.h"
#include "TEllipse.h"
#include "TArrow.h"
#include "TMath.h"
#include "TMinuit.h"
#include "TMatrixD.h"
#include "TMatrixDSym.h"
#include <iostream>
#include <fstream>
#include <string>
#include <set>
#include <map>
#include "tools.h"
#include "tdrstyle_mod18.C"
#include "settings.h"
using namespace std;
// ranges for drawing
//#include "settings.h"
// for correcting jet rates for PU smearing, set _npv
#include "ptresolution.h"
// Ansatz Kernel
int cnt_a = 0;
Double_t smearedAnsatzKernel(Double_t *x, Double_t *p) {
if (++cnt_a%1000000==0) cout << "." << flush;
const double pt = x[0]; // true pT
const double ptmeas = p[0]; // measured pT
const double eta = p[1]; // rapidity
double res = res = ptresolution(pt, eta+1e-3) * pt; // PF
const double s = TMath::Gaus(ptmeas, pt, res, kTRUE);
const double f = p[2] * exp(p[3]/pt) * pow(pt, p[4])
* pow(1 - pt*cosh(eta) / 4000., p[5]);
return (f * s);
}
// Smeared Ansatz
double _epsilon = 1e-12;
TF1 *_kernel = 0; // global variable, not pretty but works
Double_t smearedAnsatz(Double_t *x, Double_t *p) {
if (!_kernel) _kernel = new TF1("_kernel",smearedAnsatzKernel,1.,1000.,6);
const double pt = x[0];
const double eta = p[0];
double res = ptresolution(pt, eta+1e-3) * pt;
const double sigma = min(res, 0.30);
double ptmin = pt / (1. + 4.*sigma); // xmin*(1+4*sigma)=x
ptmin = max(1.,ptmin); // safety check
double ptmax = pt / (1. - 2.*sigma); // xmax*(1-2*sigma)=x
ptmax = min(4000./cosh(eta),ptmax); // safety check
const double par[6] = {pt, eta, p[1], p[2], p[3], p[4]};
_kernel->SetParameters(&par[0]);
//if (p[5]>0 && p[5]<4000./cosh(eta)) ptmin = p[5]; // for smearing matrix
//if (p[6]>0 && p[6]<4000./cosh(eta)) ptmax = p[6]; // for smearing matrix
return ( _kernel->Integral(ptmin, ptmax, _epsilon) );
}
double unfold(double pt, double eta, double npv) {
// ansatz parameters
const int npar = 5;
double p[npar] = {0.00, 1.657e14, -17.86, -5.055, 9.480};
//_npv = npv;
double fs = smearedAnsatz(&pt, &p[0]);
double f = p[1] * exp(p[2]/pt) * pow(pt, p[3])
* pow(1 - pt*cosh(p[0]) / 4000., p[4]);
if (!(fs>0 && f>0)) {
cout << "fs: " << fs << ", f: " << f << endl;
assert(false);
}
return (f/fs);
}
void drawRunHistos(string type) {
TDirectory *curdir = gDirectory;
setTDRStyle();
gStyle->SetOptStat(0);
TFile *fin = new TFile(Form("output-%s-1.root",type.c_str()),"READ");
assert(fin && !fin->IsZombie());
ofstream fout("drawRunHistos.txt",ios::out);
vector<string> etas;
//etas.push_back("");
etas.push_back("Barrel");
//etas.push_back("Transition");
//etas.push_back("Endcap");
//etas.push_back("Endcap1");
//etas.push_back("Endcap2");
vector<string> types;
types.push_back("PF");
//types.push_back("Calo");
vector<string> trigs;
trigs.push_back("jt40");
trigs.push_back("jt60");
trigs.push_back("jt80");
trigs.push_back("jt140");
trigs.push_back("jt200");
trigs.push_back("jt260");
trigs.push_back("jt320");
trigs.push_back("jt400");
trigs.push_back("jt450");
map<string, double> thr;
thr["jt40"] = 49.;
thr["jt60"] = 74.;
thr["jt80"] = 97.;
thr["jt140"] = 174.;
thr["jt200"] = 245.;
thr["jt260"] = 330.;
thr["jt320"] = 430;
thr["jt400"] = 507.;
thr["jt450"] = 548.;
map<string, double> meanpt;
// from Eta_0.0-1.3 hselpt (upper limit also)
meanpt["jt40"] = 60;
meanpt["jt60"] = 80;
meanpt["jt80"] = 120;
meanpt["jt140"] = 210;
meanpt["jt200"] = 290;
meanpt["jt260"] = 370;
meanpt["jt320"] = 460;
meanpt["jt400"] = 530;
meanpt["jt450"] = 1100;
map<string, double> scale0;
scale0["jt40"] = 8.269e+06;
scale0["jt60"] = 8.269e+06;
scale0["jt80"] = 3.391e+05;
scale0["jt140"] = 1.535e+04;
scale0["jt200"] = 3229;
scale0["jt260"] = 1193;
scale0["jt320"] = 0.1*462.4;
scale0["jt400"] = 0.1*462.4;
scale0["jt450"] = 0.1*462.4;
///////////////////////////////////////////////////
map<string, map<string, map<string, double> > > scale;
if (string(jp::algo)=="AK4") {
/*9fb*/
scale["jt40"]["Barrel"]["PF"] = 5e7;
scale["jt60"]["Barrel"]["PF"] = 5e7;
scale["jt80"]["Barrel"]["PF"] = 2e7;
scale["jt140"]["Barrel"]["PF"] = 1e6;
scale["jt200"]["Barrel"]["PF"] = 1e6;
scale["jt260"]["Barrel"]["PF"] = 1e5;
scale["jt320"]["Barrel"]["PF"] = 1e5;
scale["jt400"]["Barrel"]["PF"] = 5e4;
scale["jt450"]["Barrel"]["PF"] = 1e4;
scale["jt40"]["Transition"]["PF"] = 3.918e+06;
scale["jt60"]["Transition"]["PF"] = 3.918e+06;
scale["jt80"]["Transition"]["PF"] = 1.748e+05;
scale["jt140"]["Transition"]["PF"] = 7379;
scale["jt200"]["Transition"]["PF"] = 1415;
scale["jt260"]["Transition"]["PF"] = 481.1;
scale["jt320"]["Transition"]["PF"] = 166;
scale["jt400"]["Transition"]["PF"] = 55.3;
scale["jt450"]["Transition"]["PF"] = 55.3;
scale["jt40"]["Endcap"]["PF"] = 1.948e+06;
scale["jt60"]["Endcap"]["PF"] = 1.948e+06;
scale["jt80"]["Endcap"]["PF"] = 6.93e+04;
scale["jt140"]["Endcap"]["PF"] = 1579;
scale["jt200"]["Endcap"]["PF"] = 162.9;
scale["jt260"]["Endcap"]["PF"] = 33.11;
scale["jt320"]["Endcap"]["PF"] = 6.235;
scale["jt400"]["Endcap"]["PF"] = 0.8653;
scale["jt450"]["Endcap"]["PF"] = 0.8653;
}
if (string(jp::algo)=="AK7") {
scale["jt40"]["Barrel"]["PF"] = 2.424e+06;
scale["jt60"]["Barrel"]["PF"] = 2.424e+06;
scale["jt80"]["Barrel"]["PF"] = 1.681e+05;
scale["jt140"]["Barrel"]["PF"] = 1.535e+04;
scale["jt200"]["Barrel"]["PF"] = 3229;
scale["jt260"]["Barrel"]["PF"] = 744.9;
scale["jt320"]["Barrel"]["PF"] = 181.4;
scale["jt400"]["Barrel"]["PF"] = 2.492;
scale["jt450"]["Barrel"]["PF"] = 2.492;
scale["jt40"]["Transition"]["PF"] = 6.453e+06;
scale["jt60"]["Transition"]["PF"] = 6.453e+06;
scale["jt80"]["Transition"]["PF"] = 2.323e+05;
scale["jt140"]["Transition"]["PF"] = 9107;
scale["jt200"]["Transition"]["PF"] = 1706;
scale["jt260"]["Transition"]["PF"] = 569.7;
scale["jt320"]["Transition"]["PF"] = 194.8;
scale["jt400"]["Transition"]["PF"] = 64.02;
scale["jt450"]["Transition"]["PF"] = 64.02;
scale["jt40"]["Endcap"]["PF"] = 2.884e+06;
scale["jt60"]["Endcap"]["PF"] = 2.884e+06;
scale["jt80"]["Endcap"]["PF"] = 8.321e+04;
scale["jt140"]["Endcap"]["PF"] = 1790;
scale["jt200"]["Endcap"]["PF"] = 183;
scale["jt260"]["Endcap"]["PF"] = 37.78;
scale["jt320"]["Endcap"]["PF"] = 6.933;
scale["jt400"]["Endcap"]["PF"] = 0.7181;
scale["jt450"]["Endcap"]["PF"] = 0.7181;
scale["jt40"]["Endcap1"]["PF"] = 1.753e+06;
scale["jt60"]["Endcap1"]["PF"] = 1.753e+06;
scale["jt80"]["Endcap1"]["PF"] = 5.691e+04;
scale["jt140"]["Endcap1"]["PF"] = 1487;
scale["jt200"]["Endcap1"]["PF"] = 168.3;
scale["jt260"]["Endcap1"]["PF"] = 36.51;
scale["jt320"]["Endcap1"]["PF"] = 6.858;
scale["jt400"]["Endcap1"]["PF"] = 0.7181;
scale["jt450"]["Endcap1"]["PF"] = 0.7181;
scale["jt40"]["Endcap2"]["PF"] = 1.117e+06;
scale["jt60"]["Endcap2"]["PF"] = 1.117e+06;
scale["jt80"]["Endcap2"]["PF"] = 2.57e+04;
scale["jt140"]["Endcap2"]["PF"] = 263.6;
scale["jt200"]["Endcap2"]["PF"] = 12.96;
scale["jt260"]["Endcap2"]["PF"] = 0.888;
scale["jt320"]["Endcap2"]["PF"] = 0.06549;
scale["jt400"]["Endcap2"]["PF"] = 0.01417;
scale["jt450"]["Endcap2"]["PF"] = 0.01417;
}
/////////////////////////////////////////////////
map<string, string> lab;
lab["jt40"] = "HLT_Jet40";
lab["jt60"] = "HLT_Jet60";
lab["jt80"] = "HLT_Jet80";
lab["jt140"] = "HLT_Jet140";
lab["jt200"] = "HLT_Jet200";
lab["jt260"] = "HLT_Jet260";
lab["jt320"] = "HLT_Jet320";
lab["jt400"] = "HLT_Jet400";
lab["jt450"] = "HLT_Jet450";
TCanvas *c1c = new TCanvas("c1c","c1c",600,600);
TCanvas *c1d = new TCanvas("c1d","c1d",600,600);
TCanvas *c1 = new TCanvas("c1","c1",1200,300);
c1->SetLogy();
// Adapt to very wide format
c1->SetLeftMargin(0.05);
c1->SetRightMargin(0.005);
TH1D *runs = (TH1D*)fin->Get(Form("Runs%s/runs",etas[0].c_str()));
assert(runs);
int nruns = runs->GetNbinsX();
float lumi;
assert(sscanf(runs->GetTitle(),"runs %f pb-1",&lumi)==1);
TH1D *h = new TH1D("h","",nruns,-0.5,nruns-0.5);
h->SetMinimum(1e-2);
h->SetMaximum(1e2);
h->GetYaxis()->SetTitle("Trigger rate per run");
h->GetYaxis()->SetTitleOffset(0.4);
vector<int> vrun(nruns);
for (int i = 1; i != nruns+1; ++i) {
//if (i%2==1) // Reduce overlap on run numbers
if (i%3==1) // Reduce overlap on run numbers
h->GetXaxis()->SetBinLabel(i, Form("%d",int(runs->GetBinContent(i)+0.5)));
vrun[i-1] = runs->GetBinContent(i);
if (i>1) assert(vrun[i-2]<vrun[i-1] || vrun[i-1]==0);
} // for i
for (int i = nruns+1; i < h->GetNbinsX()+1; ++i) {
h->GetXaxis()->SetBinLabel(i, " ");
}
int iCa = TMath::BinarySearch(nruns, &vrun[0], 246908); // 2015C first
int iDb = TMath::BinarySearch(nruns, &vrun[0], 260627); // 2015D last
int ifirst = iCa;
int i12b = 0.75*iCa+0.25*iDb;
int i12c = 0.50*iCa+0.50*iDb;
int i12d = 0.25*iCa+0.75*iDb;
int ilast = iDb;
cout << "ifirst = " << ifirst << endl;
cout << "i12b = " << i12b << endl;
cout << "i12c = " << i12c << endl;
cout << "i12d = " << i12d << endl;
cout << "ilast = " << ilast << endl;
map<string, pair<int,int> > ranges;
ranges["jt40"] = pair<int,int>(ifirst,ilast);
ranges["jt60"] = pair<int,int>(ifirst,ilast);
ranges["jt80"] = pair<int,int>(ifirst,ilast);
ranges["jt140"] = pair<int,int>(ifirst,ilast);
ranges["jt200"] = pair<int,int>(ifirst,ilast);
ranges["jt260"] = pair<int,int>(ifirst,ilast);
ranges["jt320"] = pair<int,int>(ifirst,ilast);
ranges["jt400"] = pair<int,int>(ifirst,ilast);
ranges["jt450"] = pair<int,int>(ifirst,ilast);
const int nc = 3;
int tricolor[nc] = {kCyan+1, kYellow+1, kMagenta+1};
const int runbins[] =
{iCa, i12b, i12c, i12d, ilast};
// 20/fb divisions, 572 runs, epoch firsts: 1, 63, 209, 389, (569=0)
//{/*A*/ 0, 31, /*B*/ 63, 111, 160, /*C*/ 209, 269, 329,
// /*D*/ 389, 449, 509, 569};//572};
const int nrunbins = sizeof(runbins)/sizeof(runbins[0])-1;
map<string, int> mcolor;
mcolor["jt40"] = kBlue+1;
mcolor["jt80"] = kGreen+1;
mcolor["jt140"] = kGreen+2;
mcolor["jt200"] = kYellow+2;
mcolor["jt260"] = kRed+1;
mcolor["jt320"] = kRed+2;
mcolor["jt400"] = kBlack;
//cmsPrel(lumi);
TLatex *tjet = new TLatex(0.19,0.19,"Anti-k_{T} R=0.5 PF, |y| < 3.0");
tjet->SetTextSize(0.045);
tjet->SetNDC();
tjet->Draw();
TArrow *arr = new TArrow(10,1.45,10,1.1,0.01);
arr->SetLineColor(kRed);
arr->SetLineWidth(2);
TArrow *arr2 = new TArrow(10,1.25,10,1.1,0.01);
arr2->SetLineColor(kMagenta+2);//kBlue);
arr2->SetLineWidth(2);
map<int, set<string> > mbadruns;
// maps for type, eta, trig, values
map<string, map<string, map<string, pair<double, double> > > > _rate;
map<string, map<string, map<string, pair<double, double> > > > _ratebefore;
map<string, map<string, map<string, pair<double, double> > > > _rateafter;
for (unsigned int itype = 0; itype != types.size(); ++itype) {
for (unsigned int ieta = 0; ieta != etas.size(); ++ieta) {
map<string, pair<double, double> > _norm;
string ttc = types[itype];
const char* tc = ttc.c_str();
string tte = etas[ieta];
const char* te = tte.c_str();
const char *sc = (ttc=="Calo" ? "c" : "");
TMultiGraph *mrun = new TMultiGraph();
vector<TGraphErrors*> vmrun(trigs.size());
c1c->cd();
TH1D *hc = new TH1D("hc",Form(";Run;Normalized rate in %s",te),
nruns,-0.5,nruns+0.5);
hc->SetMinimum(0.8);//tte=="Barrel" ? 0.9 : 0.8);
hc->SetMaximum(1.4);//tte=="Barrel" ? 1.2 : 1.4);
hc->DrawClone("AXIS");
c1d->cd();
hc->SetMaximum(1.2);
hc->DrawClone("AXIS");
c1->cd();
for (unsigned int j = 0; j != trigs.size(); ++j) {
// Load central values
assert(fin->cd(Form("Runs%s",etas[ieta].c_str())));
TDirectory *d = gDirectory;
string tt = trigs[j];
const char* t = tt.c_str();
TH1D *hn = (TH1D*)d->Get(Form("npvgood_%s",t)); assert(hn);
TH1D *r0 = (TH1D*)d->Get(Form("r0_%s%s","",t)); assert(r0); // no Calo
TH1D *r = (TH1D*)d->Get(Form("r_%s%s",sc,t)); assert(r);
// Correct rates for JER vs NPV
for (int i = 1; i != r->GetNbinsX()+1; ++i) {
double eta = 0.;
if (etas[ieta]=="Transition") eta = 1.0;
if (etas[ieta]=="Endcap") eta = 2.0;
if (etas[ieta]=="Endcap1") eta = 2.0;
if (etas[ieta]=="Endcap2") eta = 2.5;
double pt = meanpt[t];
double npv = hn->GetBinContent(i);
double y = r->GetBinContent(i);
double y0 = r0->GetBinContent(i);
_ak7 = (string(jp::algo)=="AK7"); // change PU smearing
double c = 1;//unfold(pt, eta, npv) / unfold(pt, eta, _npv0);
r->SetBinContent(i, c * y);
r0->SetBinContent(i, c * y0);
}
// Clone for marking deviating runs
TH1D *r1 = (TH1D*)r->Clone(Form("r1_%s%s",sc,t));
TH1D *r2 = (TH1D*)r->Clone(Form("r2_%s%s",sc,t));
r0->Scale(1./scale0[t]);//[te][tc]);
r->Scale(1./scale[t][te][tc]);
r1->Scale(1./scale[t][te][tc]);
r2->Scale(1./scale[t][te][tc]);
// Coarse grain vs run
TF1 *fit = new TF1("fit","[0]",0,350);
TGraphErrors *grun = new TGraphErrors(0);//nrunbins);
grun->SetName(Form("grun%s%s_%s",tc,te,t));
for (int irun = 0; irun != nrunbins; ++irun) {
double midrun = 0.5*(runbins[irun]+runbins[irun+1]-1);
double drun = 0.5*(runbins[irun+1]-runbins[irun]);
fit->SetRange(runbins[irun]-0.5, runbins[irun+1]-0.5);
r->Fit(fit,"QRN");
if (fit->GetParError(0)<0.10) {
int n = grun->GetN();
grun->SetPoint(n, midrun, fit->GetParameter(0));
grun->SetPointError(n, drun, fit->GetParError(0));
}
} // for irun
grun->SetMarkerStyle(kOpenCircle);
mrun->Add(grun);
vmrun[j] = grun;
delete fit;
c1c->cd();
if (!(ttc=="PF"
&&(tt=="jt320"||tt=="jt400"))) grun->SetMarkerSize(0);
else grun->SetMarkerSize(1.5);
grun->SetLineColor(mcolor[tt]);
grun->SetMarkerColor(mcolor[tt]);
grun->DrawClone("SAMEPz");
c1d->cd();
if (tt=="jt320") {
grun->DrawClone("SAMEPz");
//TF1 *f1d = new TF1("f1d","[0]",ifirst,its);
TF1 *f1d = new TF1("f1d","[0]",ifirst,i12b);
f1d->SetLineStyle(kDashed);
f1d->SetLineColor(grun->GetLineColor());
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(i12b,ijump);
f1d->SetRange(i12b,i12c);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(ijump,i12c);
f1d->SetRange(i12c,i12d);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(i12c,ilast);
f1d->SetRange(i12d,ilast);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
}
c1->cd();
// Find bins that deviate from average
assert(r1->GetNbinsX()==nruns);
double ymax = 1.;
double ymin = 1.;
for (int k = 1; k != nruns+1; ++k) {
if (r1->GetBinContent(k) > ymax) ymax = r1->GetBinContent(k);
if (r1->GetBinContent(k) < ymin &&
r1->GetBinContent(k) > 0) ymin = r1->GetBinContent(k);
if (fabs(r1->GetBinContent(k)-1) < 3.*r1->GetBinError(k)
|| fabs(r1->GetBinContent(k)-1) < 0.05
) {
if (r->GetBinContent(k)!=0)
r->SetBinContent(k, max(0.51,min(1.49,r->GetBinContent(k))));
r1->SetBinContent(k, 0.);
r1->SetBinError(k, 0.);
}
else {
r->SetBinContent(k, 0.);
r->SetBinError(k, 0.);
if (r1->GetBinContent(k)!=0) {
int run = vrun[k-1];
cout << Form( "Run %d trigger %s rate is %1.3g+/-%1.2g"
" (%1.3g+/-%1.2g) times normal",
run, t,
r1->GetBinContent(k), r1->GetBinError(k),
r0->GetBinContent(k), r0->GetBinError(k)) << endl;
//if (!(string(t)=="mb" && run>137028) &&
//!(string(t)=="jt6u") &&
//!(string(t)=="jt15u" && run<136066) &&
//!(string(t)=="jt30u" && run<136066) &&
//!(string(t)=="jt50u" && run<136066)
//)
//mbadruns[run].insert(t);
}
}
// Get the really low stats out from cluttering the picture
double maxerr = 0.10;
if (r0->GetBinError(k)>maxerr) {
r0->SetBinContent(k, 0.);
r0->SetBinError(k, 0.);
}
if (r->GetBinError(k)>maxerr) {
r->SetBinContent(k, 0.);
r->SetBinError(k, 0.);
}
if (r1->GetBinError(k)>maxerr) {
r1->SetBinContent(k, 0.);
r1->SetBinError(k, 0.);
}
if (r2->GetBinError(k)>maxerr) {
r2->SetBinContent(k, 0.);
r2->SetBinError(k, 0.);
}
} // for k
cout << "ymax = " << ymax << " ymin = " << ymin << endl;
ymax = pow(10.,1+int(log10(ymax)));
ymin = pow(10.,-1+int(log10(ymin)));
cout << "ymax_round = " << ymax << " ymin_round = " << ymin << endl;
h->SetMaximum(ymax);
h->SetMinimum(ymin);
h->GetYaxis()->SetTitle(Form("%s normalized rate",lab[t].c_str()));
TF1 *f = new TF1("f","[0]",-1,nruns);
r->Fit(f,"QRN");
cout << Form("Normalization for %s: %1.4g",t,f->GetParameter(0)) << endl;
delete f;
TLegend *leg = new TLegend(0.73, 0.77, 0.93, 0.92, "", "brNDC");
leg->SetFillStyle(kNone);
leg->SetBorderSize(0);
leg->SetTextSize(0.045);
if (jp::debug) leg->AddEntry(r0,"Jet p_{t}>20 GeV","L");
leg->AddEntry(r,Form("Jet p_{T}>%1.0f GeV (%s)",thr[t],t),"L");
leg->AddEntry(r1,"Flagged runs","PL");
TH1D *haxis = (TH1D*)h->DrawClone("AXIS");
r0->SetLineWidth(2);
if (jp::debug) r0->Draw("SAME");
r->SetLineColor(kBlue);
r->Draw("SAME");
r1->SetLineColor(kRed);
r1->SetMarkerColor(kRed);
r1->DrawClone("SAME");
r1->SetMarkerStyle(kCircle);
r1->Draw("SAME");
leg->Draw();
//tjet->Draw();
tjet->DrawLatex(0.19,0.19,Form("Anti-k_{T} R=%1.1f PF, %s",
string(jp::algo)=="AK4" ? 0.4 : 0.7, te));
//cmsPrel(lumi);
if(jp::pdf) c1->SaveAs(Form("pdf/RunHistos_%s_%s_%s.pdf",tc,te,t));
// Same in linear scale
c1->SetLogy(0);
haxis->SetMaximum(1.5);
haxis->SetMinimum(0.5);
TLine *lup = new TLine(0,1.1,h->GetNbinsX()-1,1.1);
lup->SetLineColor(kGreen+2);
lup->SetLineStyle(kDashed);
lup->Draw();
TLine *lmid = new TLine(0,1,h->GetNbinsX()-1,1);
lmid->SetLineColor(kGreen+2);
lmid->Draw();
TLine *ldw = new TLine(0,0.9,h->GetNbinsX()-1,0.9);
ldw->SetLineColor(kGreen+2);
ldw->SetLineStyle(kDashed);
ldw->Draw();
// Rate before and after tech stop
TF1 *fpol0 = new TF1("fpol0","[0]",0,0.);
fpol0->SetParameter(0, 1.);
//
fpol0->SetRange(ranges[t].first-0.5, ranges[t].second+0.5);
r2->Fit(fpol0,"QRN");
double chi = sqrt(max(1., fpol0->GetChisquare()/fpol0->GetNDF()));
_rate[tc][te][t] =
pair<double, double>(fpol0->GetParameter(0),
chi*fpol0->GetParError(0));
_norm[t] =
pair<double, double>(fpol0->GetParameter(0),
chi*fpol0->GetParError(0));
//
fpol0->SetRange(ranges[t].first-0.5,
//min(ranges[t].second+0.5,its));
ranges[t].second+0.5);
r2->Fit(fpol0,"QRN");
chi = sqrt(max(1., fpol0->GetChisquare()/fpol0->GetNDF()));
_ratebefore[tc][te][t] =
pair<double, double>(fpol0->GetParameter(0),
chi*fpol0->GetParError(0));
fpol0->SetLineColor(kYellow+2);
//if (ranges[t].first<its) fpol0->DrawClone("SAME");
fpol0->DrawClone("SAME");
//
fpol0->SetRange(//max(its,ranges[t].first-0.5),
//min(ranges[t].second+0.5,nruns+0.5));
ranges[t].first-0.5,
ranges[t].second+0.5);
r2->Fit(fpol0,"QRN");
chi = sqrt(max(1., fpol0->GetChisquare()/fpol0->GetNDF()));
_rateafter[tc][te][t] =
pair<double, double>(fpol0->GetParameter(0),
chi*fpol0->GetParError(0));
fpol0->SetLineColor(kRed+1);
//if (ranges[t].second>its) fpol0->DrawClone("SAME");
fpol0->DrawClone("SAME");
int ic = -1;
//
fpol0->SetLineColor(kRed+1);
//fpol0->SetRange(ifirst, its);
fpol0->SetRange(ifirst, i12c);
r2->Fit(fpol0,"QRN");
fpol0->DrawClone("SAME");
//
//fpol0->SetRange(its, ilast);
fpol0->SetRange(i12c, ilast);
r2->Fit(fpol0,"QRN");
fpol0->DrawClone("SAME");
//
// Redraw markers on top
r->Draw("SAME");
r1->Draw("SAME");
//arr2->SetX1(its);
//arr2->SetX2(its);
//arr2->DrawClone();
arr2->SetX1(i12b);
arr2->SetX2(i12b);
arr2->DrawClone();
//arr2->SetX1(ijump);
//arr2->SetX2(ijump);
arr2->SetX1(i12c);
arr2->SetX2(i12c);
arr2->DrawClone();
arr2->SetX1(i12d);
arr2->SetX2(i12d);
arr2->DrawClone();
arr->SetX1(ranges[t].first);
arr->SetX2(ranges[t].first);
arr->DrawClone();
arr->SetX1(ranges[t].second);
arr->SetX2(ranges[t].second);
arr->DrawClone();
c1->Update();
if (jp::pdf) c1->SaveAs(Form("pdf/RunHistos_%s_%s_%s_lin.pdf",tc,te,t));
c1->SetLogy();
} // for j
// Coarse grain vs trigger (and run)
TF1 *fit = new TF1("mfit","[0]",0,350);
TGraphErrors *grun = new TGraphErrors(nrunbins);
for (int irun = 0; irun != nrunbins; ++irun) {
double midrun = 0.5*(runbins[irun]+runbins[irun+1]-1);
double drun = 0.5*(runbins[irun+1]-runbins[irun]);
//fit->SetRange(runbins[irun]+0.5, runbins[irun+1]+0.5);
fit->SetRange(runbins[irun]-0.5, runbins[irun+1]-0.5);
mrun->Fit(fit,"QRN");
double k = sqrt(fit->GetChisquare() / max(1,fit->GetNDF()));
grun->SetPoint(irun, midrun, fit->GetParameter(0));
grun->SetPointError(irun, drun, k*fit->GetParError(0));
} // for irun
c1c->cd();
TLine *lc = new TLine();
double y2 = hc->GetMaximum();
double y1 = hc->GetMinimum();
lc->SetLineStyle(kDashed);
//lc->DrawLine(its,y1,its,y2);
lc->DrawLine(i12b,y1,i12b,y2);
//lc->DrawLine(ijump,y1,ijump,y2);
lc->DrawLine(i12c,y1,i12c,y2);
lc->SetLineStyle(kDotted);
//lc->DrawLine(its,y1,its,y2);
//lc->DrawLine(ijump,y1,ijump,y2);
lc->DrawLine(i12d,y1,i12d,y2);
lc->SetLineStyle(kDotted);
lc->DrawLine(-0.5,1.00,nruns-0.5,1.00);
c1d->cd();
lc->SetLineStyle(kDashed);
//lc->DrawLine(its,y1,its,y2);
lc->DrawLine(i12b,y1,i12b,y2);
//lc->DrawLine(ijump,y1,ijump,y2);
lc->DrawLine(i12c,y1,i12c,y2);
lc->SetLineStyle(kDotted);
//lc->DrawLine(its,y1,its,y2);
//lc->DrawLine(ijump,y1,ijump,y2);
lc->DrawLine(i12d,y1,i12d,y2);
lc->SetLineStyle(kDotted);
lc->DrawLine(-0.5,1.00,nruns-0.5,1.00);
c1c->cd();
lc->SetLineColor(kRed);
lc->DrawLine(-0.5,1.05,nruns-0.5,1.05);
lc->DrawLine(-0.5,0.95,nruns-0.5,0.95);
grun->SetLineWidth(2);
grun->SetMarkerSize(1.5);
grun->SetLineColor(kBlack);
grun->SetMarkerColor(kBlack);
grun->SetMarkerStyle(kFullCircle);
grun->Draw("SAMEP");
bool hb = (tte=="Barrel");
TLatex *tex = new TLatex();
tex->SetTextSize(0.040);
//tex->DrawLatex( 5, 0.82, "2012A");
//tex->DrawLatex(100, 0.82, "2012B");
//tex->DrawLatex(220, 0.82, "2012C");
tex->DrawLatex(ifirst+5, 0.82, "A");
tex->DrawLatex(i12b+5, 0.82, "B");
tex->DrawLatex(i12c+5, 0.82, "C");
tex->DrawLatex(i12d+5, 0.82, "D");
c1d->cd();
grun->Draw("SAMEP");
//tex->DrawLatex( 5, 0.82, "2012A");
//tex->DrawLatex(100, 0.82, "2012B");
//tex->DrawLatex(220, 0.82, "2012C");
tex->DrawLatex(ifirst+5, 0.82, "A");
tex->DrawLatex(i12b+5, 0.82, "B");
tex->DrawLatex(i12c+5, 0.82, "C");
tex->DrawLatex(i12d+5, 0.82, "D");
//TF1 *f1d = new TF1("f1d2","[0]",ifirst,its);
TF1 *f1d = new TF1("f1d2","[0]",ifirst,i12b);
f1d->SetLineStyle(kDashed);
//f1d->SetLineColor(grun->GetLineColor());
f1d->SetLineColor(kMagenta+1);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(its,i12b);
f1d->SetRange(i12b,i12c);
f1d->SetLineColor(kYellow+2);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(i12b,ijump);
f1d->SetRange(i12c,i12d);
f1d->SetLineColor(kOrange+1);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(ijump,i12c);
f1d->SetRange(i12d,ilast);
f1d->SetLineColor(kCyan+1);
grun->Fit(f1d,"QRN");
f1d->DrawClone("SAME");
//f1d->SetRange(i12c,ilast);
//grun->Fit(f1d,"QRN");
//f1d->DrawClone("SAME");
c1c->cd();
TF1 *fera = new TF1(Form("fera_%s",tte.c_str()),"1+[0]/100.",0,500);
fera->SetLineColor(kRed);
fera->SetLineWidth(2);
if (ttc=="PF") {// && tte=="Barrel") {
//cmsPrel(_lumi);
if (tte=="Barrel") tex->DrawLatex(350, 1.35,//hb ? 1.175 : 1.35,
"|#eta_{jet}| < 1.0");
if (tte=="Transition") tex->DrawLatex(350, 1.35,//hb ? 1.175 : 1.35,
"1 < |#eta_{jet}| < 2");
if (tte=="Endcap") tex->DrawLatex(350, 1.35,//1.175 : 1.35,
"2 < |#eta_{jet}| < 3");
if (tte=="Endcap1") tex->DrawLatex(350, 1.35,//1.175 : 1.35,
"2 < |#eta_{jet}| < 2.5");
if (tte=="Endcap2") tex->DrawLatex(350, 1.35,//1.175 : 1.35,
"2.5 < |#eta_{jet}| < 3");
c1d->cd();
//cmsPrel(_lumi);
tex->SetTextSize(0.045);
if (tte=="Barrel") tex->DrawLatex(350, 1.16,"|#eta_{jet}| < 1.0");
if (tte=="Transition") tex->DrawLatex(350, 1.16,"1 < |#eta_{jet}| < 2");
if (tte=="Endcap") tex->DrawLatex(350, 1.16,"2 < |#eta_{jet}| < 3");
if (tte=="Endcap1") tex->DrawLatex(350, 1.16,"2 < |#eta_{jet}| < 2.5");
if (tte=="Endcap2") tex->DrawLatex(350, 1.16,"2.5 < |#eta_{jet}| < 3");
TLegend *legd = new TLegend(0.18,0.80,0.38,0.92,"","brNDC");
legd->SetFillStyle(kNone);
legd->SetBorderSize(0);
legd->SetTextSize(0.040);
legd->AddEntry(grun, "Trigger average", "LP");
legd->AddEntry(vmrun[vmrun.size()-2], "HLT_PFJet320", "LP");
legd->Draw();
c1c->cd();
TLegend *leg = new TLegend(0.18,0.60,0.38,0.92,"","brNDC");
leg->SetFillStyle(kNone);
leg->SetBorderSize(0);
leg->SetTextSize(0.040);
//leg->SetHeader("|#eta_{jet}| < 1.0");
leg->AddEntry(grun, "Trigger average", "LP");
for (unsigned int itrig = 0; itrig != vmrun.size(); ++itrig) {
const char *t = trigs[itrig].c_str();
leg->AddEntry(vmrun[itrig], Form("%s", t), "LP");
if (string(t)=="jt370") {
tex->SetTextSize(0.030);
//fera->SetRange(ifirst, its);
fera->SetRange(ifirst, i12c);
vmrun[itrig]->Fit(fera, "QRN");
fera->DrawClone("SAME");
tex->DrawLatex( 40, hb ? 0.92 : 0.84,
Form("%+1.1f%%", fera->GetParameter(0)));
//fera->SetRange(its, ilast);
fera->SetRange(i12c, ilast);
vmrun[itrig]->Fit(fera, "QRN");
fera->DrawClone("SAME");
tex->DrawLatex(125, hb ? 0.92 : 0.84,
Form("%+1.1f%%", fera->GetParameter(0)));
fera->SetLineWidth(1);
fera->SetRange(ifirst, ilast); // full 2012
vmrun[itrig]->Fit(fera, "QRN");
fera->DrawClone("SAME");
tex->DrawLatex(320, hb ? 1.15 : 1.30,
Form("dL=%+1.1f%%", fera->GetParameter(0)));
tex->SetTextSize(0.040);
}
}
leg->Draw();
hc->GetYaxis()->SetTitle("Normalized inclusive jet rate");
}
if (jp::pdf) c1c->SaveAs(Form("pdf/RunHistos_%s_%s_lin.pdf",tc,te));
if (jp::pdf) c1d->SaveAs(Form("pdf/RunHistos_%s_%s_lin2.pdf",tc,te));
c1->cd();
cout << " Residual trigger rates normalization" << endl;
for (unsigned int j = 0; j != trigs.size(); ++j) {
const string& t = trigs[j];
cout << Form("%s: %1.3f +/- %1.3f\n", t.c_str(),
_norm[t].first, _norm[t].second);
} // for j
cout << " New trigger rate normalization" << endl;
for (unsigned int j = 0; j != trigs.size(); ++j) {
const string& t = trigs[j];
cout << Form("scale[\"%s\"][\"%s\"][\"%s\"] = %1.4g;\n",
t.c_str(),te,tc, scale[t][te][tc]*_norm[t].first);
fout << Form(" scale[\"%s\"][\"%s\"][\"%s\"] = %1.4g;\n",
t.c_str(),te,tc, scale[t][te][tc]*_norm[t].first);
} // for j
fout << endl;
} // for i
} // for itype
vector<vector<TGraphErrors*> > graphs(types.size());
for (unsigned int i = 0; i != graphs.size(); ++i) {
graphs[i].resize(etas.size());
for (unsigned int j = 0; j != graphs[i].size(); ++j) {
graphs[i][j] = new TGraphErrors(0);
}
}
cout << "*******************************" << endl;
cout << "Trigger rate before and after tech stop" << endl;
cout << "Trigger" << endl;
for (unsigned int ieta = 0; ieta != etas.size(); ++ieta) {
cout << " & " << etas[ieta];
}
cout << " \\\\" << endl;
for (unsigned int itrig = 0; itrig != trigs.size(); ++itrig) {
const string& t = trigs[itrig];
cout << t;
for (unsigned int itype = 0; itype != types.size(); ++itype) {
const string& tc = types[itype];
cout << (tc=="CALO" ? " (Calo)" : " (PF)");
for (unsigned int ieta = 0; ieta != etas.size(); ++ieta) {
const string& te = etas[ieta];
pair<double, double> const& af = _rateafter[tc][te][t];
pair<double, double> const& be = _ratebefore[tc][te][t];
double delta = af.first - be.first;
double err = tools::oplus(af.second, be.second);
cout << Form(" & %1.3f $\\pm$ %1.3f", delta, err);
TGraphErrors *g = graphs[itype][ieta]; assert(g);
int n = g->GetN();
g->SetPoint(n, thr[t]*(1+0.01*ieta-0.05*itype), 100.*delta);
g->SetPointError(n, 0., 100.*err);
} // for ieta
cout << " \\\\" << endl;
} // for itype
} // for itrig
{
TCanvas *c2 = new TCanvas("c2","c2",600,600);
c2->SetLogx();
double ptmin = 40;
double ptmax = 600;
TH1D *h = new TH1D("h2",";p_{T} threshold (GeV);"
"Rate change after tech stop (%)",
int(ptmax-ptmin), ptmin, ptmax);
h->GetXaxis()->SetMoreLogLabels();
h->GetXaxis()->SetNoExponent();
h->SetMinimum(-30+0.0001);
h->SetMaximum(+30-0.0001);
h->Draw("AXIS");
TLine *l = new TLine(ptmin, 0., ptmax, 0.);
l->SetLineStyle(kDashed);
l->Draw();
TLegend *leg = new TLegend(0.2,0.92-0.05*etas.size(),0.4,0.92,"","brNDC");
leg->SetBorderSize(0);
leg->SetFillStyle(kNone);
leg->SetTextSize(0.045);
leg->Draw("SAME");
TLegend *leg2 = new TLegend(0.5,0.92-0.05*2,0.7,0.92,"","brNDC");
leg2->SetBorderSize(0);
leg2->SetFillStyle(kNone);
leg2->SetTextSize(0.045);
if (types.size()!=1) leg2->Draw("SAME");
int colors[2] = {kBlack, kBlue};
int markers[4] = {kFullCircle, kOpenCircle, kOpenSquare, kOpenDiamond};
// Both overlaid
for (unsigned int i0 = 0; i0 != graphs.size(); ++i0) {
for (unsigned int j = 0; j != graphs[i0].size(); ++j) {
int i = graphs.size()-i0-1; // reverse PF and Calo
TGraphErrors *g = graphs[i][j]; assert(g);
g->SetMarkerStyle(markers[j%4]);
g->SetMarkerSize(2);
g->SetMarkerColor(colors[i%2]);
g->SetLineColor(colors[i%2]);
g->Draw("SAME P");
if (graphs.size()==2&& graphs[0].size()==1) {
if (j==0) leg2->AddEntry(g,types[i]=="" ? "PF":types[i].c_str(),"P");
}
else {
if (i==0) leg->AddEntry(g,etas[j].c_str(),"P");