1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
|
#include "DQMOffline/RecoB/interface/BTagDifferentialPlot.h"
#include "DQMOffline/RecoB/interface/EffPurFromHistos.h"
#include "DQMOffline/RecoB/interface/Tools.h"
#include "FWCore/MessageLogger/interface/MessageLogger.h"
#include "TF1.h"
#include "DQMServices/Core/interface/DQMStore.h"
#include "FWCore/ServiceRegistry/interface/Service.h"
#include "DQMOffline/RecoB/interface/HistoProviderDQM.h"
#include <algorithm>
#include <iostream>
#include <sstream>
using namespace std;
BTagDifferentialPlot::BTagDifferentialPlot(double bEff,
const ConstVarType& constVariable,
const std::string& tagName,
unsigned int mc)
: fixedBEfficiency(bEff),
noProcessing(false),
processed(false),
constVar(constVariable),
constVariableName(""),
diffVariableName(""),
constVariableValue(999.9, 999.9),
commonName("MisidForBEff_" + tagName + "_"),
theDifferentialHistoB_d(nullptr),
theDifferentialHistoB_u(nullptr),
theDifferentialHistoB_s(nullptr),
theDifferentialHistoB_c(nullptr),
theDifferentialHistoB_b(nullptr),
theDifferentialHistoB_g(nullptr),
theDifferentialHistoB_ni(nullptr),
theDifferentialHistoB_dus(nullptr),
theDifferentialHistoB_dusg(nullptr),
theDifferentialHistoB_pu(nullptr),
mcPlots_(mc) {}
BTagDifferentialPlot::~BTagDifferentialPlot() {}
void BTagDifferentialPlot::plot(TCanvas& thePlotCanvas) {
// thePlotCanvas = new TCanvas( commonName,
// commonName,
// btppXCanvas, btppYCanvas);
//
// if (!btppTitle) gStyle->SetOptTitle(0);
if (!processed)
return;
//fixme:
bool btppNI = false;
bool btppColour = true;
thePlotCanvas.SetFillColor(0);
thePlotCanvas.cd(1);
gPad->SetLogy(1);
gPad->SetGridx(1);
gPad->SetGridy(1);
// int col_b;
int col_c;
int col_g;
int col_dus;
int col_ni;
// int mStyle_b;
int mStyle_c;
int mStyle_g;
int mStyle_dus;
int mStyle_ni;
// marker size(same for all)
float mSize = 1.5;
if (btppColour) {
// col_b = 2;
col_c = 6;
col_g = 3;
col_dus = 4;
col_ni = 5;
// mStyle_b = 20;
mStyle_c = 20;
mStyle_g = 20;
mStyle_dus = 20;
mStyle_ni = 20;
} else {
// col_b = 1;
col_c = 1;
col_g = 1;
col_dus = 1;
col_ni = 1;
// mStyle_b = 12;
mStyle_c = 22;
mStyle_g = 29;
mStyle_dus = 20;
mStyle_ni = 27;
}
// for the moment: plot b(to see what the constant b-efficiency is), c, g, uds
// b in red
// No, do not plot b(because only visible for the soft leptons)
// theDifferentialHistoB_b -> GetXaxis()->SetTitle(diffVariableName);
// theDifferentialHistoB_b -> GetYaxis()->SetTitle("non b-jet efficiency");
// theDifferentialHistoB_b -> GetYaxis()->SetTitleOffset(1.25);
// theDifferentialHistoB_b -> SetMaximum(0.4);
// theDifferentialHistoB_b -> SetMinimum(1.e-4);
// theDifferentialHistoB_b -> SetMarkerColor(col_b);
// theDifferentialHistoB_b -> SetLineColor (col_b);
// theDifferentialHistoB_b -> SetMarkerSize(mSize);
// theDifferentialHistoB_b -> SetMarkerStyle(mStyle_b);
// theDifferentialHistoB_b -> SetStats(false);
// theDifferentialHistoB_b -> Draw("pe");
// c in magenta
theDifferentialHistoB_c->getTH1F()->SetMaximum(0.4);
theDifferentialHistoB_c->getTH1F()->SetMinimum(1.e-4);
theDifferentialHistoB_c->getTH1F()->SetMarkerColor(col_c);
theDifferentialHistoB_c->getTH1F()->SetLineColor(col_c);
theDifferentialHistoB_c->getTH1F()->SetMarkerSize(mSize);
theDifferentialHistoB_c->getTH1F()->SetMarkerStyle(mStyle_c);
theDifferentialHistoB_c->getTH1F()->SetStats(false);
// theDifferentialHistoB_c -> Draw("peSame");
theDifferentialHistoB_c->getTH1F()->Draw("pe");
if (mcPlots_ > 2) {
// uds in blue
theDifferentialHistoB_dus->getTH1F()->SetMarkerColor(col_dus);
theDifferentialHistoB_dus->getTH1F()->SetLineColor(col_dus);
theDifferentialHistoB_dus->getTH1F()->SetMarkerSize(mSize);
theDifferentialHistoB_dus->getTH1F()->SetMarkerStyle(mStyle_dus);
theDifferentialHistoB_dus->getTH1F()->SetStats(false);
theDifferentialHistoB_dus->getTH1F()->Draw("peSame");
// g in green
// only uds not to confuse
theDifferentialHistoB_g->getTH1F()->SetMarkerColor(col_g);
theDifferentialHistoB_g->getTH1F()->SetLineColor(col_g);
theDifferentialHistoB_g->getTH1F()->SetMarkerSize(mSize);
theDifferentialHistoB_g->getTH1F()->SetMarkerStyle(mStyle_g);
theDifferentialHistoB_g->getTH1F()->SetStats(false);
theDifferentialHistoB_g->getTH1F()->Draw("peSame");
}
// NI if wanted
if (btppNI) {
theDifferentialHistoB_ni->getTH1F()->SetMarkerColor(col_ni);
theDifferentialHistoB_ni->getTH1F()->SetLineColor(col_ni);
theDifferentialHistoB_ni->getTH1F()->SetMarkerSize(mSize);
theDifferentialHistoB_ni->getTH1F()->SetMarkerStyle(mStyle_ni);
theDifferentialHistoB_ni->getTH1F()->SetStats(false);
theDifferentialHistoB_ni->getTH1F()->Draw("peSame");
}
}
void BTagDifferentialPlot::epsPlot(const std::string& name) { plot(name, ".eps"); }
void BTagDifferentialPlot::psPlot(const std::string& name) { plot(name, ".ps"); }
void BTagDifferentialPlot::plot(const std::string& name, const std::string& ext) {
if (!processed)
return;
TCanvas tc(commonName.c_str(), commonName.c_str());
plot(tc);
tc.Print((name + commonName + ext).c_str());
}
void BTagDifferentialPlot::process(DQMStore::IBooker& ibook) {
setVariableName(); // also sets noProcessing if not OK
if (noProcessing)
return;
bookHisto(ibook);
fillHisto();
processed = true;
}
void BTagDifferentialPlot::setVariableName() {
if (constVar == constETA) {
constVariableName = "eta";
diffVariableName = "pt";
constVariableValue =
make_pair(theBinPlotters[0]->etaPtBin().getEtaMin(), theBinPlotters[0]->etaPtBin().getEtaMax());
}
if (constVar == constPT) {
constVariableName = "pt";
diffVariableName = "eta";
constVariableValue = make_pair(theBinPlotters[0]->etaPtBin().getPtMin(), theBinPlotters[0]->etaPtBin().getPtMax());
}
}
void BTagDifferentialPlot::bookHisto(DQMStore::IBooker& ibook) {
// vector with ranges
vector<float> variableRanges;
for (vector<std::shared_ptr<JetTagPlotter>>::const_iterator iP = theBinPlotters.begin(); iP != theBinPlotters.end();
++iP) {
const EtaPtBin& currentBin = (*iP)->etaPtBin();
if (diffVariableName == "eta") {
// only active bins in the variable on x-axis
if (currentBin.getEtaActive()) {
variableRanges.push_back(currentBin.getEtaMin());
// also max if last one
if (iP == --theBinPlotters.end())
variableRanges.push_back(currentBin.getEtaMax());
}
}
if (diffVariableName == "pt") {
// only active bins in the variable on x-axis
if (currentBin.getPtActive()) {
variableRanges.push_back(currentBin.getPtMin());
// also max if last one
if (iP == --theBinPlotters.end())
variableRanges.push_back(currentBin.getPtMax());
}
}
}
// to book histo with variable binning -> put into array
int nBins = variableRanges.size() - 1;
float* binArray = &variableRanges[0];
// part of the name common to all flavours
std::stringstream stream("");
stream << fixedBEfficiency << "_Const_" << constVariableName << "_" << constVariableValue.first << "-";
stream << constVariableValue.second << "_"
<< "_Vs_" << diffVariableName;
commonName += stream.str();
auto last = std::remove(commonName.begin(), commonName.end(), ' ');
commonName.erase(last, commonName.end());
std::replace(commonName.begin(), commonName.end(), '.', 'v');
std::string label(commonName);
HistoProviderDQM prov("Btag", label, ibook);
theDifferentialHistoB_b = (prov.book1D("B_" + commonName, "B_" + commonName, nBins, binArray));
theDifferentialHistoB_c = (prov.book1D("C_" + commonName, "C_" + commonName, nBins, binArray));
theDifferentialHistoB_dusg = (prov.book1D("DUSG_" + commonName, "DUSG_" + commonName, nBins, binArray));
theDifferentialHistoB_ni = (prov.book1D("NI_" + commonName, "NI_" + commonName, nBins, binArray));
theDifferentialHistoB_pu = (prov.book1D("PU_" + commonName, "PU_" + commonName, nBins, binArray));
if (mcPlots_ > 2) {
theDifferentialHistoB_d = (prov.book1D("D_" + commonName, "D_" + commonName, nBins, binArray));
theDifferentialHistoB_u = (prov.book1D("U_" + commonName, "U_" + commonName, nBins, binArray));
theDifferentialHistoB_s = (prov.book1D("S_" + commonName, "S_" + commonName, nBins, binArray));
theDifferentialHistoB_g = (prov.book1D("G_" + commonName, "G_" + commonName, nBins, binArray));
theDifferentialHistoB_dus = (prov.book1D("DUS_" + commonName, "DUS_" + commonName, nBins, binArray));
}
}
void BTagDifferentialPlot::fillHisto() {
// loop over bins and find corresponding misid. in the MisIdVs..... histo
for (vector<std::shared_ptr<JetTagPlotter>>::const_iterator iP = theBinPlotters.begin(); iP != theBinPlotters.end();
++iP) {
const EtaPtBin& currentBin = (*iP)->etaPtBin();
EffPurFromHistos& currentEffPurFromHistos = (*iP)->getEffPurFromHistos();
//
bool isActive = true;
double valueXAxis = -999.99;
// find right bin based on middle of the interval
if (diffVariableName == "eta") {
isActive = currentBin.getEtaActive();
valueXAxis = 0.5 * (currentBin.getEtaMin() + currentBin.getEtaMax());
} else if (diffVariableName == "pt") {
isActive = currentBin.getPtActive();
valueXAxis = 0.5 * (currentBin.getPtMin() + currentBin.getPtMax());
} else {
throw cms::Exception("Configuration")
<< "====>>>> BTagDifferentialPlot::fillHisto() : illegal diffVariableName = " << diffVariableName << endl;
}
// for the moment: ignore inactive bins
//(maybe later: if a Bin is inactive -> set value to fill well below left edge of histogram to have it in the underflow)
if (!isActive)
continue;
// to have less lines of code ....
vector<pair<TH1F*, TH1F*>> effPurDifferentialPairs;
// all flavours(b is a good cross check! must be constant and = fixed b-efficiency)
// get histo; find the bin of the fixed b-efficiency in the histo and get misid; fill
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_b(), theDifferentialHistoB_b->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_c(), theDifferentialHistoB_c->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_dusg(), theDifferentialHistoB_dusg->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_ni(), theDifferentialHistoB_ni->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_pu(), theDifferentialHistoB_pu->getTH1F()));
if (mcPlots_ > 2) {
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_d(), theDifferentialHistoB_d->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_u(), theDifferentialHistoB_u->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_s(), theDifferentialHistoB_s->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_g(), theDifferentialHistoB_g->getTH1F()));
effPurDifferentialPairs.push_back(
make_pair(currentEffPurFromHistos.getEffFlavVsBEff_dus(), theDifferentialHistoB_dus->getTH1F()));
}
for (vector<pair<TH1F*, TH1F*>>::const_iterator itP = effPurDifferentialPairs.begin();
itP != effPurDifferentialPairs.end();
++itP) {
TH1F* effPurHist = itP->first;
TH1F* diffHist = itP->second;
pair<double, double> mistag = getMistag(fixedBEfficiency, effPurHist);
int iBinSet = diffHist->FindBin(valueXAxis);
diffHist->SetBinContent(iBinSet, mistag.first);
diffHist->SetBinError(iBinSet, mistag.second);
}
}
}
pair<double, double> BTagDifferentialPlot::getMistag(const double& fixedBEfficiency, TH1F* effPurHist) {
int iBinGet = effPurHist->FindBin(fixedBEfficiency);
double effForBEff = effPurHist->GetBinContent(iBinGet);
double effForBEffErr = effPurHist->GetBinError(iBinGet);
if (effForBEff == 0. && effForBEffErr == 0.) {
// The bin was empty. Could be that it was not filled, as the scan-plot
// did not have an entry at the requested value, or that the curve
// is above or below.
// Fit a plynomial, and evaluate the mistag at the requested value.
int fitStatus;
//need our own copy for thread safety
TF1 myfunc("myfunc", "pol4");
try {
fitStatus = effPurHist->Fit(&myfunc, "q");
} catch (cms::Exception& iException) {
return pair<double, double>(effForBEff, effForBEffErr);
}
if (fitStatus != 0) {
edm::LogWarning("BTagDifferentialPlot") << "Fit failed to hisogram " << effPurHist->GetTitle()
<< ", perhaps because too few entries = " << effPurHist->GetEntries()
<< ". This bin will be missing in plots at fixed b efficiency.";
// } else {
// edm::LogInfo("BTagDifferentialPlot")<<"Fit OK to hisogram " << effPurHist->GetTitle() << " entries = " << effPurHist->GetEntries();
return pair<double, double>(effForBEff, effForBEffErr);
}
effForBEff = myfunc.Eval(fixedBEfficiency);
effPurHist->RecursiveRemove(&myfunc);
//Error: first non-empty bin on the right and take its error
for (int i = iBinGet + 1; i < effPurHist->GetNbinsX(); ++i) {
if (effPurHist->GetBinContent(i) != 0) {
effForBEffErr = effPurHist->GetBinError(i);
break;
}
}
}
return pair<double, double>(effForBEff, effForBEffErr);
}
|