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04236e67 1/**************************************************************************
2 * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
3 * *
4 * Author: The ALICE Off-line Project. *
5 * Contributors are mentioned in the code where appropriate. *
6 * *
7 * Permission to use, copy, modify and distribute this software and its *
8 * documentation strictly for non-commercial purposes is hereby granted *
9 * without fee, provided that the above copyright notice appears in all *
10 * copies and that both the copyright notice and this permission notice *
11 * appear in the supporting documentation. The authors make no claims *
12 * about the suitability of this software for any purpose. It is *
13 * provided "as is" without express or implied warranty. *
14 **************************************************************************/
15
16/* $Id$ */
17
18////////////////////////////////////////////////////////////////////////////
19// //
20// Produces the data needed to calculate the quality assurance. //
21// All data must be mergeable objects. //
22// //
23// Author: //
24// Sylwester Radomski (radomski@physi.uni-heidelberg.de) //
25// //
26////////////////////////////////////////////////////////////////////////////
27
28// --- ROOT system ---
490b0b06 29#include <TClonesArray.h>
30#include <TFile.h>
04236e67 31#include <TH1D.h>
32#include <TH2D.h>
33#include <TH3D.h>
34#include <TProfile.h>
35#include <TF1.h>
490b0b06 36#include <TCanvas.h>
04236e67 37
38// --- AliRoot header files ---
39#include "AliESDEvent.h"
490b0b06 40#include "AliLog.h"
78328afd 41#include "AliRawReader.h"
04236e67 42#include "AliTRDcluster.h"
43#include "AliTRDQADataMakerRec.h"
490b0b06 44#include "AliTRDgeometry.h"
8df1f8f5 45#include "AliTRDrawStream.h"
c1eed4d3 46
490b0b06 47#include "AliTRDdigitsManager.h"
48#include "AliTRDSignalIndex.h"
49#include "AliTRDarrayADC.h"
50
51#include "AliQAChecker.h"
52
04236e67 53ClassImp(AliTRDQADataMakerRec)
54
55//____________________________________________________________________________
56 AliTRDQADataMakerRec::AliTRDQADataMakerRec() :
4e25ac79 57 AliQADataMakerRec(AliQAv1::GetDetName(AliQAv1::kTRD), "TRD Quality Assurance Data Maker")
04236e67 58{
59 //
60 // Default constructor
61}
62
63//____________________________________________________________________________
64AliTRDQADataMakerRec::AliTRDQADataMakerRec(const AliTRDQADataMakerRec& qadm) :
65 AliQADataMakerRec()
66{
67 //
68 // Copy constructor
69 //
70
71 SetName((const char*)qadm.GetName()) ;
72 SetTitle((const char*)qadm.GetTitle());
73
74}
75
76//__________________________________________________________________
77AliTRDQADataMakerRec& AliTRDQADataMakerRec::operator=(const AliTRDQADataMakerRec& qadm)
78{
79 //
80 // Equal operator.
81 //
82
83 this->~AliTRDQADataMakerRec();
84 new(this) AliTRDQADataMakerRec(qadm);
85 return *this;
86
87}
88
89//____________________________________________________________________________
4e25ac79 90void AliTRDQADataMakerRec::EndOfDetectorCycle(AliQAv1::TASKINDEX_t task, TObjArray ** list)
04236e67 91{
92 //
93 // Detector specific actions at end of cycle
94 //
743496f4 95 //TStopwatch watch;
96 //watch.Start();
c1eed4d3 97 /**/
5379c4a3 98 AliDebug(AliQAv1::GetQADebugLevel(), "End of TRD cycle");
743496f4 99
490b0b06 100
101 if (task == AliQAv1::kRAWS) {
102
103 // loop over event types
104 for (Int_t specie = 0 ; specie < AliRecoParam::kNSpecies ; specie++) {
105
106 if (! IsValidEventSpecie(specie, list)) continue;
107
108
109 TH2D *mnCls = (TH2D*)list[specie]->At(1);
110 TH2D *mClsDet = (TH2D*)list[specie]->At(2);
111
112 mClsDet->Divide(mnCls);
113 }
114 }
115
116
4e25ac79 117 if (task == AliQAv1::kRECPOINTS) {
c1eed4d3 118
119 TH1D * hist = new TH1D("fitHist", "", 200, -0.5, 199.5);
120
121 // loop over event types
57acd2d2 122 for (Int_t specie = 0 ; specie < AliRecoParam::kNSpecies ; specie++) {
6252ceeb 123 if (! IsValidEventSpecie(specie, list))
eca4fa66 124 continue ;
6252ceeb 125 //list[specie]->Print();
c1eed4d3 126
57acd2d2 127 // fill detector map;
128 for(Int_t i = 0 ; i < 540 ; i++) {
129 Double_t v = ((TH1D*)list[specie]->At(0))->GetBinContent(i+1);
130 Int_t sm = i/30;
131 Int_t det = i%30;
132 TH2D *detMap = (TH2D*)list[specie]->At(87);
133 Int_t bin = detMap->FindBin(sm, det);
134 detMap->SetBinContent(bin, v);
c1eed4d3 135 }
136
57acd2d2 137 // Rec points full chambers
138 for (Int_t i = 0 ; i < 540 ; i++) {
5379c4a3 139 //AliDebug(AliQAv1::GetQADebugLevel(), Form("I = %d", i));
57acd2d2 140 //TH1D *h = ((TH2D*)list[specie]->At(1))->ProjectionY(Form("qaTRD_recPoints_amp_%d",i), i+1, i+1);
141 hist->Reset();
c1eed4d3 142
143 // project TH2D into TH1D
57acd2d2 144 for(Int_t b = 1 ; b < hist->GetXaxis()->GetNbins()-1 ; b++) {
145 Double_t xvalue = hist->GetBinCenter(b);
146 Int_t bin = ((TH2D*)list[specie]->At(1))->FindBin(i,xvalue);
147 Double_t value = ((TH2D*)list[specie]->At(1))->GetBinContent(bin);
148 hist->SetBinContent(b, value);
149 }
5379c4a3 150 //AliDebug(AliQAv1::GetQADebugLevel(), Form("Sum = %d %f\n", i, hist->GetSum()));
57acd2d2 151 if (hist->GetSum() < 100)
c1eed4d3 152 continue; // not enougth data in a chamber
153
57acd2d2 154 hist->Fit("landau", "q0", "goff", 10, 180);
155 TF1 *fit = hist->GetFunction("landau");
156 ((TH1D*)list[specie]->At(12))->Fill(fit->GetParameter(1));
157 ((TH1D*)list[specie]->At(13))->Fill(fit->GetParameter(2));
04236e67 158 }
c1eed4d3 159
160
57acd2d2 161 // time-bin by time-bin sm by sm
c1eed4d3 162 for(Int_t i=0; i<18; i++) { // loop over super-modules
163 for(Int_t j=0; j<kTimeBin; j++) { // loop over time bins
164
57acd2d2 165 hist->Reset();
166 for(Int_t b = 1 ; b < hist->GetXaxis()->GetNbins()-1 ; b++) {
167 Double_t xvalue = hist->GetBinCenter(b);
168 Double_t svalue = 0.0;
169 for(Int_t det = i*30 ; det < (i+1)*30 ; det++) { // loop over detectors
170 Int_t bin = ((TH3D*)list[specie]->At(10))->FindBin(det,j,xvalue);
171 Double_t value = ((TH3D*)list[specie]->At(10))->GetBinContent(bin);
172 svalue += value;
173 }
5379c4a3 174 //AliDebug(AliQAv1::GetQADebugLevel(), Form("v = %f\n", value));
57acd2d2 175 hist->SetBinContent(b, svalue);
176 }
c1eed4d3 177
57acd2d2 178 if (hist->GetSum() < 100)
179 continue;
c1eed4d3 180
181 hist->Fit("landau", "q0", "goff", 10, 180);
182 TF1 *fit = hist->GetFunction("landau");
183
184 TH1D *h1 = (TH1D*)list[specie]->At(14+18+i);
185 h1->SetMarkerStyle(20);
186 Int_t bin = h1->FindBin(j);
187 // printf("%d %d %d\n", det, j, bin);
188
189 Double_t value = TMath::Abs(fit->GetParameter(1));
190 Double_t error = TMath::Abs(fit->GetParError(1));
191
192 if (value/error < 3) continue; // insuficient statistics
193
194 h1->SetBinContent(bin, value);
195 h1->SetBinError(bin, error);
196 }
743496f4 197 }
743496f4 198
c1eed4d3 199 // for numerical convergence
200 TF1 *form = new TF1("formLandau", "landau", 0, 200);
743496f4 201
c1eed4d3 202 // time-bin by time-bin chamber by chamber
203 for (Int_t i=0; i<540; i++) {
204 for(Int_t j=0; j<kTimeBin; j++) {
205
206 hist->Reset();
207 for(Int_t b = 1 ; b < hist->GetXaxis()->GetNbins()-1 ; b++) {
208 Double_t xvalue = hist->GetBinCenter(b);
209 Int_t bin = ((TH3D*)list[specie]->At(10))->FindBin(i,j,xvalue);
210 Double_t value = ((TH3D*)list[specie]->At(10))->GetBinContent(bin);
211 //AliDebug(AliQAv1::GetQADebugLevel(), Form("v = %f\n", value));
212 hist->SetBinContent(b, value);
213 }
214
215 if (hist->GetSum() < 100)
216 continue;
217
218 form->SetParameters(1000, 60, 20);
219 hist->Fit(form, "q0", "goff", 20, 180);
220
221 Int_t sm = i/30;
222 Int_t det = i%30;
223 TH2D *h2 = (TH2D*)list[specie]->At(14+sm);
224 Int_t bin = h2->FindBin(det,j);
225 // printf("%d %d %d\n", det, j, bin);
226
227 Double_t value = TMath::Abs(form->GetParameter(1));
228 Double_t error = TMath::Abs(form->GetParError(1));
229
230 if (value/error < 3) continue;
231
232 h2->SetBinContent(bin, value);
233 h2->SetBinError(bin, error);
234 }
04236e67 235 }
236 }
2d3ab4d8 237 if (hist)
238 delete hist;
04236e67 239 }
743496f4 240 //////////////////////////
241 // const Int_t knbits = 6;
242 // const char *suf[knbits] = {"TPCi", "TPCo", "TPCz", "TRDo", "TRDr", "TRDz"};
243 //const char *sufRatio[4] = {"TRDrTRDo", "TRDoTPCo", "TRDrTPCo", "TRDzTPCo"};
04236e67 244
4e25ac79 245 if (task == AliQAv1::kESDS) {
743496f4 246
247 const Int_t knRatio = 4;
248 const Int_t kN[knRatio] = {4,3,4,5};
249 const Int_t kD[knRatio] = {3,1,1,3};
250
251 // create ratios
57acd2d2 252 for (Int_t specie = 0 ; specie < AliRecoParam::kNSpecies ; specie++) {
6252ceeb 253 if (! IsValidEventSpecie(specie, list))
eca4fa66 254 continue ;
6252ceeb 255 for(Int_t type = 0 ; type < 2 ; type++) {
57acd2d2 256 for(Int_t i = 0 ; i < knRatio ; i++) {
257 TH1D *ratio = (TH1D*)list[specie]->At(19 + 2*i + type);
258 TH1D *histN = (TH1D*)list[specie]->At(3 + 2*kN[i] + type);
259 TH1D *histD = (TH1D*)list[specie]->At(3 + 2*kD[i] + type);
260 BuildRatio(ratio, histN, histD);
261 //ratio->Reset();
262 //ratio->Add(histN);
263 //ratio->Divide(histD);
264 }
743496f4 265 }
57acd2d2 266 // ratio for the fraction of electrons per stack
267 TH1D *histN = (TH1D*)list[specie]->At(33);
268 TH1D *histD = (TH1D*)list[specie]->At(32);
269 TH1D *ratio = (TH1D*)list[specie]->At(34);
270 BuildRatio(ratio, histN, histD);
743496f4 271 }
272 }
743496f4 273 // call the checker
4e25ac79 274 AliQAChecker::Instance()->Run(AliQAv1::kTRD, task, list) ;
c1eed4d3 275
04236e67 276}
277
278//____________________________________________________________________________
279void AliTRDQADataMakerRec::InitESDs()
280{
281 //
282 // Create ESDs histograms in ESDs subdir
283 //
7d297381 284 const Bool_t expert = kTRUE ;
285 const Bool_t image = kTRUE ;
286
f5fd37e8 287 const Int_t kNhist = 36+5+4;
9b99c029 288
04236e67 289 TH1 *hist[kNhist];
290 Int_t histoCounter = -1 ;
291
db72ff3b 292 hist[++histoCounter] = new TH1D("qaTRD_esd_ntracks", "TRD esd ntracks;Number of tracks;Counts", 300, -0.5, 299.5);
293 hist[++histoCounter] = new TH1D("qaTRD_esd_sector", "TRD esd sector;Sector;Counts", 18, -0.5, 17.7);
294 hist[++histoCounter] = new TH1D("qaTRD_esd_bits", "TRD esd bits;Bits;Counts", 64, -0.5, 63.5);
04236e67 295
296 const Int_t knbits = 6;
297 const char *suf[knbits] = {"TPCi", "TPCo", "TPCz", "TRDo", "TRDr", "TRDz"};
298
743496f4 299 // histo = 3
300 for(Int_t i=0; i<knbits; i++) {
db72ff3b 301 hist[++histoCounter] = new TH1D(Form("qaTRD_esd_pt%s",suf[i]), Form("qaTRD_esd_pt%s;p_{T} (GeV/c);Counts",suf[i]), 100, 0, 10);
04236e67 302 hist[++histoCounter] = new TH1D(Form("qaTRD_esd_trdz%s", suf[i]), ";z (cm)", 200, -400, 400);
303 }
304
db72ff3b 305 hist[++histoCounter] = new TH1D("qaTRD_esd_clsTRDo", "TRDo;number of clusters;Counts", 180, -0.5, 179.5);;
306 hist[++histoCounter] = new TH1D("qaTRD_esd_clsTRDr", "TRDr;number of clusters;Counts", 180, -0.5, 179.5);;
307 hist[++histoCounter] = new TH1D("qaTRD_esd_clsTRDz", "TRDz;number of clusters;Counts", 180, -0.5, 179.5);;
04236e67 308 //hist[++histoCounter] = new TH1D("qaTRD_esd_clsRatio", ";cluster ratio", 100, 0., 1.3);;
309
db72ff3b 310 hist[++histoCounter] = new TH2D("qaTRD_esd_sigMom", "TRD esd sig Mom;momentum (GeV/c);signal", 100, 0, 5, 200, 0, 1e3);
04236e67 311
743496f4 312 // end of cycle plots (hist 19)
313 const char *sufRatio[4] = {"TRDrTRDo", "TRDoTPCo", "TRDrTPCo", "TRDzTPCo"};
314
315 for(int i=0; i<4; i++) {
316 hist[++histoCounter] = new TH1D(Form("qaTRD_esd_pt%s",sufRatio[i]),
317 Form("Efficiency in Pt %s;p_{T};eff", sufRatio[i]),
318 100, 0, 10);
319
320 hist[++histoCounter] = new TH1D(Form("qaTRD_esd_trdz%s",sufRatio[i]),
321 Form("Efficiency in Z %s;z (cm);eff", sufRatio[i]),
322 200, -400, 400);
323 }
324
9b99c029 325 // 27 - 31
db72ff3b 326 hist[27] = new TH1D("qaTRD_esd_quality", "TRD esd quality;quality;Counts", 120, 0, 12);
327 hist[28] = new TH1D("qaTRD_esd_budget", "TRD esd budget;NN;Counts", 110, -1000, 100);
328 hist[29] = new TH1D("qaTRD_esd_chi2", "TRD esd chi2;chi2;Counts", 200, 0, 100);
329 hist[30] = new TH1D("qaTRD_esd_timeBin", "TRD esd timeBin;time bin;Counts", 7, -0.5, 6.5);
330 hist[31] = new TH1D("qaTRD_esd_pidQuality", "pid Quality;quality;;Counts", 7, -0.5, 6.5);
9b99c029 331
332 // stack by stack electron identyfication
db72ff3b 333 hist[32] = new TH1D("qaTRD_esd_tracksStack", "number of all tracks;stack;Counts", 90, -0.5, 89.5);
334 hist[33] = new TH1D("qaTRD_esd_electronStack", "number of electron tracks;stack;Counts", 90, -0.5, 89.5);
335 hist[34] = new TH1D("qaTRD_esd_elRatioStack", "fraction of electron tracks;stack;Counts", 90, -0.5, 89.5);
9b99c029 336 hist[35] = new TH1D("qaTRD_esd_thetaOut", ";tan(theta);", 100, -1, 1);
337
338 const char *partType[5] = {"Electron", "Muon", "Pion", "Kaon", "Proton"};
339
340 for(Int_t i=0; i<AliPID::kSPECIES; i++)
341 hist[36+i] = new TH1D(Form("qaTRD_esd_pid%d",i),
db72ff3b 342 Form("%s;probability;Counts",partType[i]), 100, 0, 1);
9b99c029 343
f5fd37e8 344 // dE/dX vs momentum in three regions
345 const char *zoneName[4] = {"total charge", "ampilification range", "plateau", "TR range"};
346
347 // prepare the scale from 0.1 to 10 GeV
8e2f611a 348 const Int_t nscalex= 50;
349 Double_t scalex[nscalex+1];
350 Double_t dd = (TMath::Log(10) - TMath::Log(0.5)) / nscalex;
351 for(Int_t ix=0; ix<nscalex+1; ix++) {
f5fd37e8 352 scalex[ix] = 0.5 * TMath::Exp(dd * ix);
353 }
354
8e2f611a 355 const Int_t nscaley = 50;
356 Double_t scaley[nscaley+1];
357 for(Int_t iy=0; iy<nscaley+1; iy++) {
358 scaley[iy] = iy * (3e3/nscaley);
f5fd37e8 359 }
360
361
362 for(Int_t i=0; i<4; i++) {
363 hist[41+i] = new TH2D(Form("qaTRD_esd_signalPzone_%d",i),
db72ff3b 364 Form("%s;momentum (GeV/c);signal (a.u.)", zoneName[i]),
8e2f611a 365 nscalex, scalex, nscaley, scaley);
f5fd37e8 366 }
9b99c029 367
368 for(Int_t i=0; i<kNhist; i++) {
04236e67 369 //hist[i]->Sumw2();
7d297381 370 Add2ESDsList(hist[i], i, !expert, image);
04236e67 371 }
372
373}
374
375//____________________________________________________________________________
376void AliTRDQADataMakerRec::InitRecPoints()
377{
378 //
379 // Create Reconstructed Points histograms in RecPoints subdir
380 //
7d297381 381 const Bool_t expert = kTRUE ;
382 const Bool_t image = kTRUE ;
383
c1eed4d3 384 //printf("Helo from Init rec points\n");
385
386 const Int_t kNhist = 14 + 4 * 18 + 2 + 9;// + 540;
04236e67 387 TH1 *hist[kNhist];
388
db72ff3b 389 hist[0] = new TH1D("qaTRD_recPoints_det", "RRD recPoints det;Detector ID of the cluster;Counts", 540, -0.5, 539.5);
390 hist[1] = new TH2D("qaTRD_recPoints_amp", "TRD recPoints amp;Amplitude;??", 540, -0.5, 539, 200, -0.5, 199.5);
391 hist[2] = new TH1D("qaTRD_recPoints_npad", "TRD recPoints npad;Number of Pads;Counts", 12, -0.5, 11.5);
04236e67 392
db72ff3b 393 hist[3] = new TH1D("qaTRD_recPoints_dist2", "TRD recPoints dist2;residuals [2pad];Counts", 100, -1, 1);
394 hist[4] = new TH1D("qaTRD_recPoints_dist3", "TRD recPoints dist3;residuals [3pad];Counts", 100, -1, 1);
395 hist[5] = new TH1D("qaTRD_recPoints_dist4", "TRD recPoints dist4;residuals [4pad];Counts", 100, -1, 1);
396 hist[6] = new TH1D("qaTRD_recPoints_dist5", "TRD recPoints dist5;residuals [5pad];Counts", 100, -1, 1);
04236e67 397
db72ff3b 398 hist[7] = new TH2D("qaTRD_recPoints_rowCol", "TRDrecPointsrowCol;row;col", 16, -0.5, 15.5, 145, -0.5, 144.5);
399 hist[8] = new TH1D("qaTRD_recPoints_time", "TRDrecPoints time;time bin;Counts", kTimeBin, -0.5, kTimeBin-0.5);
400 hist[9] = new TH1D("qaTRD_recPoints_nCls", "TRD recPoints nCls;number of clusters;Counts", 500, -0.5, 499.5);
04236e67 401
db72ff3b 402 hist[10] = new TH3D("qaTRD_recPoints_sigTime", "TRD recPoints sigTime;chamber;time bin;signal",
c1eed4d3 403 540, -0.5, 539.5, kTimeBin, -0.5, kTimeBin-0.5, 200, -0.5, 199.5);
db72ff3b 404 hist[11] = new TProfile("qaTRD_recPoints_prf", "TRD recPoints prf;distance;center of gravity;Counts"
04236e67 405 , 120, -0.6, 0.6, -1.2, 1.2, "");
406
db72ff3b 407 hist[12] = new TH1D("qaTRD_recPoints_ampMPV", "TRD recPoints ampMPV;amplitude MPV;Counts", 150, 0, 150);
408 hist[13] = new TH1D("qaTRD_recPoints_ampSigma", "TRD recPoints ampSigma;amplitude Sigma;Counts", 200, 0, 200);
743496f4 409
9b99c029 410 // chamber by chamber
04236e67 411 for(Int_t i=0; i<18; i++) {
20a6e9c2 412 hist[14+i] = new TH2D(Form("qaTRD_recPoints_sigTime_sm%d",i), Form("sm%d;det;time bin",i),
c1eed4d3 413 30, -0.5, 29.5, kTimeBin, -0.5, kTimeBin-0.5);
414 hist[14+i]->SetMinimum(0);
415 hist[14+i]->SetMaximum(150);
04236e67 416 }
743496f4 417
418 // time bin by time bin sm-by-sm
419 for(Int_t i=0; i<18; i++) {
420 hist[14+18+i] = new TH1D(Form("qaTRD_recPoints_sigTimeShape_sm%d", i),
20a6e9c2 421 Form("sm%d;time bin;signal",i),
c1eed4d3 422 kTimeBin, -0.5, kTimeBin-0.5);
9b99c029 423
c1eed4d3 424 hist[14+18+i]->SetMaximum(150);
743496f4 425 }
426
9b99c029 427 // str = 50
428 for(Int_t i=0; i<18; i++) {
429 hist[50+i] = new TH1D(Form("qaTRD_recPoints_nCls_sm%d",i),
430 Form("sm%d;time bin;number of clusters",i),
c1eed4d3 431 kTimeBin, -0.5, kTimeBin-0.5);
9b99c029 432 }
433
434 // str = 68
435 for(Int_t i=0; i<18; i++) {
436 hist[68+i] = new TH1D(Form("qaTRD_recPoints_totalCharge_sm%d", i),
437 Form("sm%d;time bin;total charge", i),
c1eed4d3 438 kTimeBin, -0.5, kTimeBin-0.5);
9b99c029 439 }
440
db72ff3b 441 hist[86] = new TH1D("qaTRD_recPoints_signal", "TRD recPoints signal;amplitude;Counts", 400, -0.5, 399.5);
442 hist[87] = new TH2D("qaTRD_recPoints_detMap", "TRD recPoints detMap;sm;chamber;Counts", 18, -0.5, 17.5, 30, -0.5, 29.5);
743496f4 443
c1eed4d3 444
445 // amplitude as a function of the pad size
446 for(Int_t i=0; i<9; i++) {
db72ff3b 447 hist[88+i] = new TH1D(Form("qaTRD_recPoints_signalNpad_%d", i+2), Form("qaTRD_recPoints_signalNpad_%d;amplitude, ADC", i+2), 400, -0.5, 399.5);
c1eed4d3 448 }
449
450 // one 2D histogram per chamber
451 // for(Int_t i=0; i<540; i++) {
452 // hist[88+i] = new TH2D(Form("qaTRD_recPoints_map%d", i), ";col;row", 16, -0.5, 15.5, 144, -0.5, 143.5);
453 //}
454
04236e67 455
456 for(Int_t i=0; i<kNhist; i++) {
457 //hist[i]->Sumw2();
7d297381 458 Add2RecPointsList(hist[i], i, !expert, image);
04236e67 459 }
04236e67 460}
461
462//____________________________________________________________________________
463void AliTRDQADataMakerRec::InitRaws()
464{
465 //
466 // create Raws histograms in Raws subdir
467 //
7d297381 468 const Bool_t expert = kTRUE ;
469 const Bool_t saveCorr = kTRUE ;
470 const Bool_t image = kTRUE ;
471
c1eed4d3 472 AliInfo("Initialization of QA for Raw Data");
490b0b06 473
474 const Int_t kNhist = 7;
c1eed4d3 475 TH1 *hist[kNhist];
476
490b0b06 477 hist[0] = new TH2D("qaTRD_raws_nADC","number of ADC channels;sector;detector", 18, -0.5, 17.5, 30, -0.5, 29.5);
478 hist[1] = new TH2D("qaTRD_raws_nCls", "number of clusters;sector;detector", 18, -0.5, 17.5, 30, -0.5, 29.5);
479 hist[2] = new TH2D("qaTRD_raws_meanSig", "mean signal;sector;detector", 18, -0.5, 17.5, 30, -0.5, 29.5);
480
481 hist[3] = new TH1D("qaTRD_raws_ADC", "ADC amplitude;ADC counts", 100, -0.5, 99.5);
482 hist[4] = new TH1D("qaTRD_raws_Cls", "Cluster amplitude; ADC counts", 100, -0.5, 199.5);
483 hist[5] = new TH2D("qaTRD_raws_ClsTb", "Clusters vs Time Bin;time bin;amoplitude", 30, -0.5, 29.5, 200, -0.5, 199.5);
484
485 hist[6] = new TH2D("qaTRD_raws_ClsAmpDet", ";detector;amplitude", 540, -0.5, 539.5, 100, 0, 200);
486
04236e67 487
c1eed4d3 488 /*
490b0b06 489 hist[0] = new TH2D("qaTRD_raws_DataVolume", ";Sector;Data Volume, kB", 18, -0.5, 17.5, 100, 0, 30);
490 hist[1] = new TH2D("qaTRD_raws_HC", "Data Headers;Sector;HC", 18, -0.5, 17.5, 60, -0.5, 59.5);
491 hist[2] = new TH2D("qaTRD_raws_LME", "Link Monitor Error;Sector;HC", 18, -0.5, 17.5, 60, -0.5, 59.5);
492
493 hist[3] = new TH1D("qaTRD_rawd_cls", "Clusters amplitude;ADC counts", 100, 0, 200);
494 hist[4] = new TH2D("qaTRD_raws_clsTB", "amplitude - time bins;time bin;amplitude"
495 30, -0.5, 29.5, 100, 0, 200);
496 hist[5] = new TH2D("qaTRD_raws_clsSec", "amplitude in sectors;Sector;amplitude, ADCs"
497 18, -0.5, 17.5);
c1eed4d3 498 */
499
490b0b06 500
04236e67 501 // register
502 for(Int_t i=0; i<kNhist; i++) {
503 //hist[i]->Sumw2();
7d297381 504 Add2RawsList(hist[i], i, !expert, image, !saveCorr);
04236e67 505 }
506
507}
508
509//____________________________________________________________________________
490b0b06 510void AliTRDQADataMakerRec::MakeESDs(AliESDEvent * esd)
04236e67 511{
512 //
513 // Make QA data from ESDs
514 //
eca4fa66 515
04236e67 516 Int_t nTracks = esd->GetNumberOfTracks();
517 GetESDsData(0)->Fill(nTracks);
518
519 // track loop
42a68282 520 for (Int_t iTrack = 0; iTrack<nTracks; iTrack++) {
04236e67 521
42a68282 522 AliESDtrack *track = esd->GetTrack(iTrack);
04236e67 523 const AliExternalTrackParam *paramOut = track->GetOuterParam();
524 const AliExternalTrackParam *paramIn = track->GetInnerParam();
525
526 // long track ..
527 if (!paramIn) continue;
528 if (!paramOut) continue;
529
530 // not a kink
531 if (track->GetKinkIndex(0) > 0) continue;
532
533 Double_t extZ = GetExtZ(paramIn);
534 if (TMath::Abs(extZ) > 320) continue; // acceptance cut
535
536 // .. in the acceptance
537 Int_t sector = GetSector(paramOut->GetAlpha());
9b99c029 538 Int_t stack = GetStack(paramOut);
04236e67 539
540 UInt_t u = 1;
541 UInt_t status = track->GetStatus();
542 for(Int_t bit=0; bit<32; bit++)
543 if (u<<bit & status) GetESDsData(2)->Fill(bit);
544
545 const Int_t knbits = 6;
546 Int_t bit[6] = {0,0,0,0,0,0};
547 bit[0] = status & AliESDtrack::kTPCin;
548 bit[1] = status & AliESDtrack::kTPCout;
549 bit[2] = (status & AliESDtrack::kTPCout) && !(status & AliESDtrack::kTRDout);
550 bit[3] = status & AliESDtrack::kTRDout;
551 bit[4] = status & AliESDtrack::kTRDrefit;
552 bit[5] = (status & AliESDtrack::kTRDout) && !(status & AliESDtrack::kTRDrefit);
553
554 // transverse momentum
555 //const Double_t *val = paramOut->GetParameter(); // parameters at the Outer plane
556 Double_t pt = paramOut->Pt(); //1./TMath::Abs(val[4]);
557
558 for(Int_t b=0; b<knbits; b++) {
559 if (bit[b]) {
560 GetESDsData(2*b+3)->Fill(pt);
561 GetESDsData(2*b+4)->Fill(extZ);
562 }
563 }
564
565 // clusters
566 for(Int_t b=0; b<3; b++)
9b99c029 567 if (bit[3+b]) GetESDsData(b+15)->Fill(track->GetTRDncls0());
04236e67 568
569 // refitted only
570 if (!bit[4]) continue;
571
572 //fQuality->Fill(track->GetTRDQuality());
573 //fBudget->Fill(track->GetTRDBudget());
574 //fSignal->Fill(track->GetTRDsignal());
9b99c029 575
576 GetESDsData(1)->Fill(sector);
04236e67 577 GetESDsData(18)->Fill(track->GetP(), track->GetTRDsignal());
578
9b99c029 579 GetESDsData(27)->Fill(track->GetTRDQuality());
580 GetESDsData(28)->Fill(track->GetTRDBudget());
581 GetESDsData(29)->Fill(track->GetTRDchi2());
582 GetESDsData(30)->Fill(track->GetTRDTimBin(0));
ed15ef4f 583 GetESDsData(31)->Fill(track->GetTRDntrackletsPID());
9b99c029 584
f5fd37e8 585
586 // dedx
7bce990c 587 for(Int_t k=0; k<4; ++k) {
f5fd37e8 588 Double_t dedx = 0;
589 for(Int_t j=0; j<6; j++) {
7bce990c 590 dedx += track->GetTRDslice(j, k-1);
f5fd37e8 591 }
42a68282 592 GetESDsData(41+k)->Fill(paramOut->GetP(), dedx/6.);
f5fd37e8 593 }
594
9b99c029 595 // probabilities
596 if (status & AliESDtrack::kTRDpid) {
7bce990c 597 for(Int_t k=0; k<AliPID::kSPECIES; ++k)
598 GetESDsData(36+k)->Fill(track->GetTRDpid(k));
9b99c029 599 }
600
601 // probabilities uniformity
ed15ef4f 602 if (track->GetTRDntrackletsPID() < 6) continue;
9b99c029 603 GetESDsData(35)->Fill(paramOut->GetZ()/paramOut->GetX());
604
605 Int_t idx = 5 * sector + stack;
606 GetESDsData(32)->Fill(idx); // all tracks
607 if (track->GetTRDpid(AliPID::kElectron) > 0.9)
608 GetESDsData(33)->Fill(idx); // electrons only
609
610
611
612 /*
613 hist[27] = new TH1D("qaTRD_esd_quality", ";quality", 120, 0, 12);
614 hist[28] = new TH1D("qaTRD_esd_budget", ";NN", 110, -1000, 100);
615 hist[29] = new TH1D("qaTRD_esd_chi2", ";chi2", 300, 0, 100);
616 hist[30] = new TH1D("qaTRD_esd_timeBin", 7, -0.5, 6.5);
617 hist[31] = new TH1D("qaTRD_esd_pidQuality", 7, -0.5, 6.5);
618 */
619
04236e67 620 /*
621 // PID only
622 if (status & AliESDtrack::kTRDpid) {
623
624 for(Int_t l=0; l<6; l++) fTime->Fill(track->GetTRDTimBin(l));
625
626 // fill pid histograms
627 Double_t trdr0 = 0; //, tpcr0 = 0;
628 Int_t trdBestPid = 5; //, tpcBestPid = 5; // charged
629 const Double_t kminPidValue = 0.9;
630
631 //Double_t pp[5];
632 //track->GetTPCpid(pp); // ESD inconsequence
633
634 for(Int_t pid=0; pid<5; pid++) {
635
636 trdr0 += track->GetTRDpid(pid);
637 //tpcr0 += pp[pid];
638
639 fTrdPID[pid]->Fill(track->GetTRDpid(pid));
640 //fTpcPID[pid]->Fill(pp[pid]);
641
642 if (track->GetTRDpid(pid) > kminPidValue) trdBestPid = pid;
643 //if (pp[pid] > kminPidValue) tpcBestPid = pid;
644 }
645
646 fTrdPID[5]->Fill(trdr0); // check unitarity
647 fTrdSigMomPID[trdBestPid]->Fill(track->GetP(), track->GetTRDsignal());
648
649 //fTpcPID[5]->Fill(tpcr0); // check unitarity
650 //fTpcSigMomPID[tpcBestPid]->Fill(track->GetP(), track->GetTPCsignal());
651 }
652 */
653
654 }
655
656}
657
658//______________________________________________________________________________
9b99c029 659Int_t AliTRDQADataMakerRec::GetSector(Double_t alpha) const
04236e67 660{
661 //
662 // Gets the sector number
663 //
664
665 Double_t size = TMath::DegToRad() * 20.; // shall use TRDgeo
9b99c029 666 if (alpha < 0) alpha += 2*TMath::Pi();
667 Int_t sector = (Int_t)(alpha/size);
04236e67 668 return sector;
669
670}
9b99c029 671//______________________________________________________________________________
672
673Int_t AliTRDQADataMakerRec::GetStack(const AliExternalTrackParam *paramOut) const
674{
675 //
676 // calculates the stack the track is in
677 //
678
490b0b06 679 const Double_t L = -0.9;
680 const Double_t W = (2*L)/5;
9b99c029 681
682 Double_t tan = paramOut->GetZ() / paramOut->GetX();
490b0b06 683 Double_t pos = (tan - L) / W;
9b99c029 684 return (Int_t) pos;
685}
04236e67 686
687//______________________________________________________________________________
688Double_t AliTRDQADataMakerRec::GetExtZ(const AliExternalTrackParam *in) const
689{
690 //
691 // Returns the Z position at the entry to TRD
692 // using parameters from the TPC in
693 //
694
695 const Double_t kX0 = 300;
696
697 Double_t x = in->GetX();
698 const Double_t *par = in->GetParameter();
699 Double_t theta = par[3];
700 Double_t z = in->GetZ();
701
702 Double_t zz = z + (kX0-x) * TMath::Tan(theta);
703 return zz;
704
705}
706
707//____________________________________________________________________________
708void AliTRDQADataMakerRec::MakeRaws(AliRawReader* rawReader)
709{
710 //
711 // Makes QA data from raw data
712 //
490b0b06 713
714 AliInfo("Making QA for Raws");
715
716 // take histograms
717
718 TH2D *mnADC = (TH2D*)GetRawsData(0);
719 TH2D *mnCls = (TH2D*)GetRawsData(1);
720 TH2D *mClsDet = (TH2D*)GetRawsData(2);
c1eed4d3 721
490b0b06 722 TH1D *mADC = (TH1D*)GetRawsData(3);
723 TH1D *mCls = (TH1D*)GetRawsData(4);
724 TH2D *mClsTb = (TH2D*)GetRawsData(5);
725
726 TH2D *mClsDetAmp = (TH2D*)GetRawsData(6);
c1eed4d3 727
490b0b06 728 const Int_t baseline = 10;
729
490b0b06 730 // configure the reader
c1eed4d3 731 rawReader->Reset();
732 rawReader->SelectEquipment(0, 1024, 1041);
733 rawReader->Select("TRD");
c1eed4d3 734
8df1f8f5 735 AliTRDrawStream *data = new AliTRDrawStream(rawReader);
c1eed4d3 736
490b0b06 737 // build data manager
738 AliTRDdigitsManager *digitsManager;
739 digitsManager = new AliTRDdigitsManager(kTRUE);
740 digitsManager->CreateArrays();
c1eed4d3 741
490b0b06 742 // error container
743 const UShort_t kErrorChmb = 1411;
744 UShort_t **fErrorContainer = new UShort_t *[2];
745 fErrorContainer[0] = new UShort_t[kErrorChmb];
746 fErrorContainer[1] = new UShort_t[kErrorChmb];
747
748 Int_t det = 0;
749 Int_t row, col;
c1eed4d3 750
490b0b06 751 while ((det = data->NextChamber(digitsManager, NULL, fErrorContainer)) >= 0){
c1eed4d3 752
490b0b06 753 //printf("DET = %d\n", det);
c1eed4d3 754
490b0b06 755 AliTRDSignalIndex* indexes = digitsManager->GetIndexes(det);
756 if (indexes->HasEntry()) {
c1eed4d3 757
490b0b06 758 AliTRDarrayADC *digits = (AliTRDarrayADC*) digitsManager->GetDigits(det);
c1eed4d3 759
490b0b06 760 while(indexes->NextRCIndex(row, col)) {
761
762 mnADC->Fill(det/30, det%30);
c1eed4d3 763
490b0b06 764 for(Int_t tb = 0; tb < digits->GetNtime(); tb++) {
765 Int_t value = digits->GetData(row, col, tb);
766 mADC->Fill(value);
767
768 // simple clusterizer
48189aa6 769 if (col < 1 || col > digits->GetNcol()-2) continue;
770 if (tb < 1 || tb > digits->GetNtime()-2) continue;
490b0b06 771
772 value -= baseline;
c1eed4d3 773
490b0b06 774 Int_t valueL = digits->GetData(row, col-1, tb) - baseline;
775 if (valueL >= value) continue;
776
777 Int_t valueR = digits->GetData(row, col+1, tb) - baseline;
778 if (valueR >= value) continue;
779
780 Int_t valueUp = digits->GetData(row, col-1, tb+1) +
781 digits->GetData(row, col, tb+1) + digits->GetData(row, col+1, tb+1) - 3 * baseline;
782 if (valueUp < 10) continue;
783
784 Int_t valueDown = digits->GetData(row, col-1, tb-1) +
785 digits->GetData(row, col, tb-1) + digits->GetData(row, col+1, tb-1) - 3 * baseline;
786 if (valueDown < 10) continue;
c1eed4d3 787
490b0b06 788 Int_t valueTot = value + valueL + valueR;
789 if (valueTot < 0) continue;
790
791 mCls->Fill(valueTot);
792 mClsTb->Fill(tb, valueTot);
793 mClsDetAmp->Fill(det, valueTot);
794
795 if (valueTot < 200) {
796 mnCls->Fill(det/30, det%30);
797 mClsDet->Fill(det/30, det%30, valueTot);
c1eed4d3 798 }
490b0b06 799
800 }
c1eed4d3 801 }
c1eed4d3 802
490b0b06 803 digitsManager->ClearArrays(det); // do we need this if object will be deleted ??
804 }
c1eed4d3 805 }
806
2f9bdd85 807 delete [] fErrorContainer[0];
808 delete [] fErrorContainer[1];
809 delete [] fErrorContainer;
810 fErrorContainer = NULL;
490b0b06 811
812 delete digitsManager;
813 delete data;
44ed7a66 814}
815
04236e67 816//____________________________________________________________________________
817void AliTRDQADataMakerRec::MakeRecPoints(TTree * clustersTree)
818{
819 //
820 // Makes data from RecPoints
821 //
743496f4 822
823 // Info("MakeRecPoints", "making");
6252ceeb 824
04236e67 825 Int_t nsize = Int_t(clustersTree->GetTotBytes() / (sizeof(AliTRDcluster)));
826 TObjArray *clusterArray = new TObjArray(nsize+1000);
827
828 TBranch *branch = clustersTree->GetBranch("TRDcluster");
829 if (!branch) {
830 AliError("Can't get the branch !");
831 return;
832 }
833 branch->SetAddress(&clusterArray);
834
835 // Loop through all entries in the tree
c1eed4d3 836 Int_t nEntries = (Int_t)TMath::Ceil( clustersTree->GetEntries() );
04236e67 837 Int_t nbytes = 0;
838 AliTRDcluster *c = 0;
839 Int_t nDet[540];
840 for (Int_t i=0; i<540; i++) nDet[i] = 0;
841
c1eed4d3 842 Int_t nCls = 0;
843
844 //printf("nEntries = %d\n", nEntries);
845 //nEntries++;
846
847 /*
848 // select the event
849 for (Int_t iEntry = 0; iEntry < nEntries; iEntry++) {
850
851 // Import the tree
852 nbytes += clustersTree->GetEvent(iEntry);
853 Int_t nCluster = clusterArray->GetEntries();
854
855 for (Int_t iCluster = 0; iCluster < nCluster; iCluster++) {
856 c = (AliTRDcluster *) clusterArray->At(iCluster);
857 nCls++;
858 }
859 }
860
861 if (nCls < 100) {
862 delete clusterArray;
863 return;
864 }
865 */
866
867 /////
868
04236e67 869 for (Int_t iEntry = 0; iEntry < nEntries; iEntry++) {
870
871 // Import the tree
872 nbytes += clustersTree->GetEvent(iEntry);
873
874 // Get the number of points in the detector
c1eed4d3 875 Int_t nCluster = clusterArray->GetEntries();
04236e67 876
c1eed4d3 877
04236e67 878 // Loop through all TRD digits
879 for (Int_t iCluster = 0; iCluster < nCluster; iCluster++) {
c1eed4d3 880
881 nCls++;
882 c = (AliTRDcluster *) clusterArray->At(iCluster);
04236e67 883
884 Int_t iDet = c->GetDetector();
c1eed4d3 885 Int_t nPads = c->GetNPads();
886
04236e67 887 nDet[iDet]++;
888 GetRecPointsData(0)->Fill(iDet);
9b99c029 889 GetRecPointsData(86)->Fill(c->GetQ());
04236e67 890 GetRecPointsData(1)->Fill(iDet, c->GetQ());
c1eed4d3 891 GetRecPointsData(2)->Fill(nPads);
892 if (nPads < 6)
04236e67 893 GetRecPointsData(1+c->GetNPads())->Fill(c->GetCenter());
c1eed4d3 894
895 if (nPads < 10)
896 GetRecPointsData(88+nPads-2)->Fill(c->GetQ());
897 else GetRecPointsData(96)->Fill(c->GetQ());
04236e67 898
899 //if (c->GetPadTime() < 5)
900 ((TH2D*)GetRecPointsData(7))->Fill(c->GetPadRow(), c->GetPadCol());
901 GetRecPointsData(8)->Fill(c->GetPadTime());
902
903 ((TH3D*)GetRecPointsData(10))->Fill(iDet, c->GetPadTime(), c->GetQ());
9b99c029 904
905 Int_t iSM = iDet / 30;
906 GetRecPointsData(50+iSM)->Fill(c->GetPadTime());
907 GetRecPointsData(68+iSM)->Fill(c->GetPadTime(), c->GetQ());
c1eed4d3 908
909 // total charge sm / det / timeBin
910 //((TH2D*)GetRecPointsData(14+iSM))->Fill(iDet-iSM*30, c->GetPadTime(), c->GetQ());
911
04236e67 912
913 // PRF for 2pad
914 //if (c->GetNPads() == 2) {
915 Short_t *sig = c->GetSignals();
916 Double_t frac = -10;
917
918 if (sig[0] == 0 && sig[1] == 0 && sig[2] == 0 && sig[5] == 0 && sig[6] == 0)
919 frac = 1. * sig[4] / (sig[3] + sig[4]);
920
921 if (sig[0] == 0 && sig[1] == 0 && sig[4] == 0 && sig[5] == 0 && sig[6] == 0)
922 frac = -1. * sig[2] / (sig[2] + sig[3]);
923
924 if (frac > -10) ((TProfile*)GetRecPointsData(11))->Fill(c->GetCenter(), frac);
925
926 //}
927 }
142373a6 928 clusterArray->Delete();
04236e67 929 }
930
c1eed4d3 931 /*
04236e67 932 for(Int_t i=0; i<540; i++)
933 if (nDet[i] > 0) GetRecPointsData(9)->Fill(nDet[i]);
c1eed4d3 934 */
935 GetRecPointsData(9)->Fill(nCls);
936
04236e67 937 delete clusterArray;
938
939}
940
941//____________________________________________________________________________
942void AliTRDQADataMakerRec::StartOfDetectorCycle()
943{
944 //
945 // Detector specific actions at start of cycle
946 //
947
948}
949
950//__________________________________________________________________________
490b0b06 951Int_t AliTRDQADataMakerRec::CheckPointer(TObject *obj, const char *name)
04236e67 952{
953 //
954 // Checks initialization of pointers
955 //
956
957 if (!obj) AliWarning(Form("null pointer: %s", name));
958 return !!obj;
743496f4 959}
960//__________________________________________________________________________
490b0b06 961void AliTRDQADataMakerRec::BuildRatio(TH1D *ratio, TH1D *histN, TH1D*histD) {
743496f4 962 //
963 // Calculate the ratio of two histograms
964 // error are calculated assuming the histos have the same counts
965 //
04236e67 966
743496f4 967 // calclate
968
969 Int_t nbins = histN->GetXaxis()->GetNbins();
970 for(Int_t i=1; i<nbins+2; i++) {
971
972 Double_t valueN = histN->GetBinContent(i);
973 Double_t valueD = histD->GetBinContent(i);
974
975 if (valueD < 1) {
976 ratio->SetBinContent(i, 0);
977 ratio->SetBinError(i, 0);
978 continue;
979 }
980
981 Double_t eps = (valueN < valueD-valueN)? valueN : valueD-valueN;
982
983 ratio->SetBinContent(i, valueN/valueD);
984 ratio->SetBinError(i, TMath::Sqrt(eps)/valueD);
985 }
986
987 // style
988 ratio->SetMinimum(-0.1);
989 ratio->SetMaximum(1.1);
990 ratio->SetMarkerStyle(20);
04236e67 991}
4f5f1ae2 992//__________________________________________________________________________
490b0b06 993
994Int_t AliTRDQADataMakerRec::FillBits(TH1D *hist, Int_t code, Int_t offset) {
c1eed4d3 995
996 Int_t nb = 0;
997 UInt_t test = 1;
998 for(Int_t i=0; i<8; i++) {
999 if (code & test) {
1000 hist->Fill(i+offset);
1001 nb++;
1002 }
1003 test *= 2;
1004 }
1005
1006 return nb;
1007}
1008
1009//__________________________________________________________________________