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10757ee9 | 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 | //////////////////////////////////////////////////////////////////////////// | |
0d3279d4 | 17 | // |
18 | // | |
19 | // Gain calibration using tracks | |
20 | // | |
21 | // The main goal: | |
22 | // 1.) Inner TPC gain alignement - (parabolic) parameterization (inside of one sector) | |
23 | // 2.) Angular and z-position correction (parabolic) parameterization | |
24 | // 3.) Sector gain alignment | |
25 | // | |
26 | // Following histograms are accumulated | |
27 | // a.) Simple 1D histograms per chamber | |
28 | // b.) Profile histograms per chamber - local x dependence | |
29 | // c.) 2D Profile histograms - local x - fi dependence | |
30 | // | |
31 | // To get the gain map - the simple solution - use the histograms - is not enough | |
32 | // The resulting mean amplitude map depends strongly on the track topology | |
33 | // These dependence can be reduced, taking into account angular effect, and diffusion effect | |
34 | // Using proper fit modeles | |
35 | // | |
36 | // | |
37 | // | |
10757ee9 | 38 | // |
39 | // === Calibration class for gain calibration using tracks === | |
40 | // | |
41 | // 1) Genereal idea | |
42 | // ================ | |
43 | // A 6-parametric parabolic function | |
44 | // | |
45 | // G(x, y) = p0 + p1*x + p2*y + p3*x^2 + p4*y^2 + p5 * x*y | |
46 | // | |
47 | // is fitted to the maximum charge values or total charge values of | |
48 | // all the clusters contained in the tracks that are added to this | |
49 | // object. This fit is performed for each read out chamber, in fact even | |
50 | // for each type of pad sizes (thus for one segment, which consists of | |
51 | // an IROC and an OROC, there are three fitters used, corresponding to | |
52 | // the three pad sizes). The coordinate origin is at the center of the | |
53 | // particular pad size region on each ROC. | |
54 | // | |
55 | // Because of the Landau nature of the charge deposition we use | |
56 | // different "types" of fitters instead of one to minimize the effect | |
57 | // of the long Landau tail. The difference between the fitters is only | |
58 | // the charge value, that is put into them, i.e. the charge is subject | |
59 | // to a transformation. At this point we use three different fit types: | |
60 | // | |
61 | // a) simple: the charge is put in as it is | |
62 | // b) sqrt: the square root of the charge is put into the fitter | |
63 | // c) log: fgkM * Log(1+q/fgkM) is put into the fitter, with | |
64 | // q being the untransformed charge and fgkM=25 | |
65 | // | |
66 | // The results of the fits may be visualized and further used by | |
67 | // creating an AliTPCCalROC or AliTPCCalPad. You may specify to undo | |
68 | // the transformation and/or to normalize to the pad size. | |
69 | // | |
70 | // Not every track you add to this object is actually used for | |
71 | // calibration. There are some cuts and conditions to exclude bad | |
72 | // tracks, e.g. a pt cut to cut out tracks with too much charge | |
73 | // deposition or a cut on edge clusters which are not fully | |
74 | // registered and don't give a usable signal. | |
75 | // | |
76 | // 2) Interface / usage | |
77 | // ==================== | |
78 | // For each track to be added you need to call Process(). | |
79 | // This method expects an AliTPCseed, which contains the necessary | |
80 | // cluster information. At the moment of writing this information | |
81 | // is stored in an AliESDfriend corresponding to an AliESD. | |
82 | // You may also call AddTrack() if you don't want the cuts and | |
83 | // other quality conditions to kick in (thus forcing the object to | |
84 | // accept the track) or AddCluster() for adding single clusters. | |
85 | // Call one of the Evaluate functions to evaluate the fitter(s) and | |
86 | // to retrieve the fit parameters, erros and so on. You can also | |
87 | // do this later on by using the different Getters. | |
88 | // | |
89 | // The visualization methods CreateFitCalPad() and CreateFitCalROC() | |
90 | // are straight forward to use. | |
91 | // | |
92 | // Note: If you plan to write this object to a ROOT file, make sure | |
93 | // you evaluate all the fitters *before* writing, because due | |
94 | // to a bug in the fitter component writing fitters doesn't | |
95 | // work properly (yet). Be aware that you cannot re-evaluate | |
96 | // the fitters after loading this object from file. | |
97 | // (This will be gone for a new ROOT version > v5-17-05) | |
98 | // | |
99 | //////////////////////////////////////////////////////////////////////////// | |
100 | ||
101 | #include <TPDGCode.h> | |
102 | #include <TStyle.h> | |
103 | #include "TSystem.h" | |
104 | #include "TMatrixD.h" | |
105 | #include "TTreeStream.h" | |
106 | #include "TF1.h" | |
107 | #include "AliTPCParamSR.h" | |
108 | #include "AliTPCClusterParam.h" | |
109 | #include "AliTrackPointArray.h" | |
110 | #include "TCint.h" | |
111 | #include "AliTPCcalibTracksGain.h" | |
112 | #include <TH1.h> | |
113 | #include <TH3F.h> | |
114 | #include <TLinearFitter.h> | |
115 | #include <TTreeStream.h> | |
116 | #include <TFile.h> | |
117 | #include <TCollection.h> | |
118 | #include <TIterator.h> | |
119 | ||
120 | // | |
121 | // AliRoot includes | |
122 | // | |
123 | #include "AliMagF.h" | |
124 | #include "AliMathBase.h" | |
125 | // | |
126 | #include "AliTPCROC.h" | |
127 | #include "AliTPCParamSR.h" | |
128 | #include "AliTPCCalROC.h" | |
129 | #include "AliTPCCalPad.h" | |
8076baa0 | 130 | #include "AliTPCClusterParam.h" |
10757ee9 | 131 | // |
132 | #include "AliTracker.h" | |
133 | #include "AliESD.h" | |
134 | #include "AliESDtrack.h" | |
135 | #include "AliESDfriend.h" | |
136 | #include "AliESDfriendTrack.h" | |
137 | #include "AliTPCseed.h" | |
138 | #include "AliTPCclusterMI.h" | |
139 | #include "AliTPCcalibTracksCuts.h" | |
140 | #include "AliTPCFitPad.h" | |
141 | ||
142 | // REMOVE ALL OF THIS | |
143 | #include <TTree.h> | |
144 | #include "AliESDEvent.h" | |
145 | ||
146 | /* | |
147 | ||
148 | TFile f("TPCCalibTracksGain.root") | |
149 | ||
150 | gSystem->Load("libPWG1.so") | |
151 | AliTreeDraw comp | |
152 | comp.SetTree(dEdx) | |
153 | Double_t chi2; | |
154 | TVectorD vec(3) | |
155 | TMatrixD mat(3,3) | |
156 | TString * str = comp.FitPlane("Cl.fQ/dedxQ.fElements[0]","Cl.fY++Cl.fX","Cl.fDetector<36",chi2,vec,mat) | |
157 | ||
158 | */ | |
159 | ||
160 | ClassImp(AliTPCcalibTracksGain) | |
161 | ||
162 | const Bool_t AliTPCcalibTracksGain::fgkUseTotalCharge = kTRUE; | |
163 | const Double_t AliTPCcalibTracksGain::fgkM = 25.; | |
164 | const char* AliTPCcalibTracksGain::fgkDebugStreamFileName = "TPCCalibTracksGain.root"; | |
165 | AliTPCParamSR* AliTPCcalibTracksGain::fgTPCparam = new AliTPCParamSR(); | |
166 | ||
167 | AliTPCcalibTracksGain::AliTPCcalibTracksGain() : | |
b8601924 | 168 | AliTPCcalibBase(), |
0d3279d4 | 169 | fDebugStream(0), //! debug stream for debugging |
170 | fCuts(0), // cuts that are used for sieving the tracks used for calibration | |
171 | // | |
172 | // Simple Array of histograms | |
173 | // | |
174 | fArrayQM(0), // Qmax normalized | |
175 | fArrayQT(0), // Qtot normalized | |
176 | fProfileArrayQM(0), // Qmax normalized versus local X | |
177 | fProfileArrayQT(0), // Qtot normalized versus local X | |
178 | fProfileArrayQM2D(0), // Qmax normalized versus local X and phi | |
179 | fProfileArrayQT2D(0), // Qtot normalized versus local X and phi | |
180 | // | |
181 | // Fitters | |
182 | // | |
183 | fSimpleFitter(0), // simple fitter for short pads | |
184 | fSqrtFitter(0), // sqrt fitter for medium pads | |
185 | fLogFitter(0), // log fitter for long pads | |
186 | fFitter0M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
187 | fFitter1M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
188 | fFitter2M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
189 | fFitter0T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
190 | fFitter1T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
191 | fFitter2T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
192 | fSingleSectorFitter(0), // just for debugging | |
193 | // | |
194 | // Counters | |
195 | // | |
196 | fTotalTracks(0), // just for debugging | |
197 | fAcceptedTracks(0), // just for debugging | |
198 | fDebugCalPadRaw(0), // just for debugging | |
199 | fDebugCalPadCorr(0), // just for debugging | |
200 | fPrevIter(0) // the calibration object in its previous iteration (will not be owned by the new object, don't forget to delete it!) | |
201 | ||
10757ee9 | 202 | { |
203 | // | |
204 | // Default constructor. | |
205 | // | |
206 | } | |
207 | ||
208 | AliTPCcalibTracksGain::AliTPCcalibTracksGain(const AliTPCcalibTracksGain& obj) : | |
b8601924 | 209 | AliTPCcalibBase(obj), |
0d3279d4 | 210 | fDebugStream(0), //! debug stream for debugging |
211 | fCuts(obj.fCuts), // cuts that are used for sieving the tracks used for calibration | |
f1c2a4a3 | 212 | fArrayQM(0), // Qmax normalized |
213 | fArrayQT(0), // Qtot normalized | |
0d3279d4 | 214 | // |
215 | // Simple Histograms | |
216 | // | |
217 | fProfileArrayQM(obj.fProfileArrayQM), // Qmax normalized versus local X | |
218 | fProfileArrayQT(obj.fProfileArrayQT), // Qtot normalized versus local X | |
219 | fProfileArrayQM2D(obj.fProfileArrayQM2D), // Qmax normalized versus local X and phi | |
220 | fProfileArrayQT2D(obj.fProfileArrayQT2D), // Qtot normalized versus local X and phi | |
221 | // | |
222 | // Fitters | |
223 | // | |
224 | fSimpleFitter(obj.fSimpleFitter), // simple fitter for short pads | |
225 | fSqrtFitter(obj.fSqrtFitter), // sqrt fitter for medium pads | |
226 | fLogFitter(obj.fLogFitter), // log fitter for long pads | |
227 | fFitter0M(obj.fFitter0M), | |
228 | fFitter1M(obj.fFitter1M), | |
229 | fFitter2M(obj.fFitter2M), | |
230 | fFitter0T(obj.fFitter0T), | |
231 | fFitter1T(obj.fFitter1T), | |
232 | fFitter2T(obj.fFitter2T), | |
233 | fSingleSectorFitter(obj.fSingleSectorFitter), // just for debugging | |
234 | // | |
235 | // Counters | |
236 | // | |
237 | fTotalTracks(obj.fTotalTracks), // just for debugging | |
238 | fAcceptedTracks(obj.fAcceptedTracks), // just for debugging | |
239 | fDebugCalPadRaw(obj.fDebugCalPadRaw), // just for debugging | |
240 | fDebugCalPadCorr(obj.fDebugCalPadCorr), // just for debugging | |
241 | fPrevIter(obj.fPrevIter) // the calibration object in its previous iteration (will not be owned by the new object, don't forget to delete it!) | |
242 | ||
10757ee9 | 243 | { |
244 | // | |
245 | // Copy constructor. | |
246 | // | |
10757ee9 | 247 | } |
248 | ||
249 | AliTPCcalibTracksGain& AliTPCcalibTracksGain::operator=(const AliTPCcalibTracksGain& rhs) { | |
250 | // | |
251 | // Assignment operator. | |
252 | // | |
253 | ||
254 | if (this != &rhs) { | |
255 | TNamed::operator=(rhs); | |
256 | fDebugCalPadRaw = new AliTPCCalPad(*(rhs.fDebugCalPadRaw)); | |
257 | fDebugCalPadCorr = new AliTPCCalPad(*(rhs.fDebugCalPadCorr)); | |
258 | fSimpleFitter = new AliTPCFitPad(*(rhs.fSimpleFitter)); | |
259 | fSqrtFitter = new AliTPCFitPad(*(rhs.fSqrtFitter)); | |
260 | fLogFitter = new AliTPCFitPad(*(rhs.fLogFitter)); | |
261 | fSingleSectorFitter = new AliTPCFitPad(*(rhs.fSingleSectorFitter)); | |
262 | fPrevIter = new AliTPCcalibTracksGain(*(rhs.fPrevIter)); | |
10757ee9 | 263 | fCuts = new AliTPCcalibTracksCuts(*(rhs.fCuts)); |
264 | } | |
265 | return *this; | |
266 | } | |
267 | ||
f1c2a4a3 | 268 | AliTPCcalibTracksGain::AliTPCcalibTracksGain(const char* name, const char* title, AliTPCcalibTracksCuts* cuts, TNamed* /*debugStreamPrefix*/, AliTPCcalibTracksGain* prevIter) : |
b8601924 | 269 | AliTPCcalibBase(), |
0d3279d4 | 270 | fDebugStream(0), //! debug stream for debugging |
271 | fCuts(0), // cuts that are used for sieving the tracks used for calibration | |
f1c2a4a3 | 272 | fArrayQM(0), // Qmax normalized |
273 | fArrayQT(0), // Qtot normalized | |
0d3279d4 | 274 | // |
275 | // Simple Histograms | |
276 | // | |
277 | fProfileArrayQM(0), // Qmax normalized versus local X | |
278 | fProfileArrayQT(0), // Qtot normalized versus local X | |
279 | fProfileArrayQM2D(0), // Qmax normalized versus local X and phi | |
280 | fProfileArrayQT2D(0), // Qtot normalized versus local X and phi | |
281 | // | |
282 | // Fitters | |
283 | // | |
284 | fSimpleFitter(0), // simple fitter for short pads | |
285 | fSqrtFitter(0), // sqrt fitter for medium pads | |
286 | fLogFitter(0), // log fitter for long pads | |
287 | fFitter0M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
288 | fFitter1M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
289 | fFitter2M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
290 | fFitter0T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
291 | fFitter1T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
292 | fFitter2T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
293 | fSingleSectorFitter(0), // just for debugging | |
294 | // | |
295 | // Counters | |
296 | // | |
297 | fTotalTracks(0), // just for debugging | |
298 | fAcceptedTracks(0), // just for debugging | |
299 | fDebugCalPadRaw(0), // just for debugging | |
300 | fDebugCalPadCorr(0), // just for debugging | |
301 | fPrevIter(0) // the calibration object in its previous iteration (will not be owned by the new object, don't forget to delete it!) | |
302 | ||
10757ee9 | 303 | { |
304 | // | |
305 | // Constructor. | |
0d3279d4 | 306 | // |
10757ee9 | 307 | G__SetCatchException(0); |
b8601924 | 308 | this->SetNameTitle(name, title); |
10757ee9 | 309 | fCuts = cuts; |
10757ee9 | 310 | fPrevIter = prevIter; |
0d3279d4 | 311 | // |
312 | // Fitter initialization | |
313 | // | |
10757ee9 | 314 | fSimpleFitter = new AliTPCFitPad(8, "hyp7", ""); |
315 | fSqrtFitter = new AliTPCFitPad(8, "hyp7", ""); | |
316 | fLogFitter = new AliTPCFitPad(8, "hyp7", ""); | |
317 | fSingleSectorFitter = new AliTPCFitPad(8, "hyp7", ""); | |
8076baa0 | 318 | // |
319 | fFitter0M = new TLinearFitter(45,"hyp44"); | |
320 | fFitter1M = new TLinearFitter(45,"hyp44"); | |
321 | fFitter2M = new TLinearFitter(45,"hyp44"); | |
322 | fFitter0T = new TLinearFitter(45,"hyp44"); | |
323 | fFitter1T = new TLinearFitter(45,"hyp44"); | |
324 | fFitter2T = new TLinearFitter(45,"hyp44"); | |
0d3279d4 | 325 | // |
326 | // | |
327 | // Add profile histograms -JUST for visualization - Not used for real calibration | |
328 | // | |
329 | // | |
330 | fArrayQM=new TObjArray(73); // Qmax normalized | |
331 | fArrayQT=new TObjArray(73); // Qtot normalized | |
332 | fProfileArrayQM = new TObjArray(37); // Qmax normalized versus local X | |
333 | fProfileArrayQT = new TObjArray(37); // Qtot normalized versus local X | |
334 | fProfileArrayQM2D = new TObjArray(37); // Qmax normalized versus local X and phi | |
335 | fProfileArrayQT2D = new TObjArray(37); // Qtot normalized versus local X and phi | |
336 | char hname[1000]; | |
337 | for (Int_t i=0; i<73; i++){ | |
338 | sprintf(hname,"QM_%d",i); | |
339 | fArrayQM->AddAt(new TH1F(hname,hname,200,0,1000),i); | |
340 | sprintf(hname,"QT_%d",i); | |
341 | fArrayQT->AddAt(new TH1F(hname,hname,200,0,1000),i); | |
342 | } | |
10757ee9 | 343 | |
0d3279d4 | 344 | for (Int_t i=0; i<37;i++){ |
345 | sprintf(hname,"QMvsx_%d",i); | |
346 | fProfileArrayQM->AddAt(new TProfile(hname,hname,50,89,250),i); | |
347 | sprintf(hname,"QTvsx_%d",i); | |
348 | fProfileArrayQT->AddAt(new TProfile(hname,hname,50,89,250),i); | |
349 | sprintf(hname,"QM2D_%d",i); | |
350 | fProfileArrayQM2D->AddAt(new TProfile2D(hname,hname,50,89,250,10,-0.15,0.15),i); | |
351 | sprintf(hname,"QT2D_%d",i); | |
352 | fProfileArrayQT2D->AddAt(new TProfile2D(hname,hname,50,89,250,10,-0.15,0.15),i); | |
353 | } | |
354 | // | |
355 | // just for debugging -counters | |
356 | // | |
10757ee9 | 357 | fTotalTracks = 0; |
358 | fAcceptedTracks = 0; | |
359 | fDebugCalPadRaw = new AliTPCCalPad("DebugCalPadRaw", "All clusters simply added up before correction"); | |
0d3279d4 | 360 | fDebugCalPadCorr = new AliTPCCalPad("DebugCalPadCorr", "All clusters simply added up after correction"); |
10757ee9 | 361 | // this will be gone for the a new ROOT version > v5-17-05 |
362 | for (UInt_t i = 0; i < 36; i++) { | |
363 | fNShortClusters[i] = 0; | |
364 | fNMediumClusters[i] = 0; | |
365 | fNLongClusters[i] = 0; | |
366 | } | |
367 | } | |
368 | ||
369 | AliTPCcalibTracksGain::~AliTPCcalibTracksGain() { | |
370 | // | |
371 | // Destructor. | |
372 | // | |
373 | ||
374 | Info("Destructor",""); | |
375 | if (fSimpleFitter) delete fSimpleFitter; | |
376 | if (fSqrtFitter) delete fSqrtFitter; | |
377 | if (fLogFitter) delete fLogFitter; | |
378 | if (fSingleSectorFitter) delete fSingleSectorFitter; | |
379 | ||
380 | ||
381 | if (fDebugStream) { | |
382 | //fDebugStream->GetFile()->Close(); | |
383 | printf("Deleting debug stream object\n"); | |
384 | delete fDebugStream; | |
385 | } | |
386 | ||
10757ee9 | 387 | |
388 | if (fDebugCalPadRaw) delete fDebugCalPadRaw; | |
389 | if (fDebugCalPadCorr) delete fDebugCalPadCorr; | |
390 | } | |
391 | ||
392 | void AliTPCcalibTracksGain::Terminate(){ | |
393 | // | |
394 | // Evaluate fitters and close the debug stream. | |
395 | // Also move or copy the debug stream, if a debugStreamPrefix is provided. | |
396 | // | |
397 | ||
398 | Evaluate(); | |
399 | if (fDebugStream) { | |
400 | delete fDebugStream; | |
401 | fDebugStream = 0; | |
402 | } | |
10757ee9 | 403 | } |
404 | ||
10757ee9 | 405 | |
10757ee9 | 406 | |
407 | void AliTPCcalibTracksGain::Process(AliTPCseed* seed) { | |
408 | // | |
409 | // Main method to be called when a new seed is supposed to be processed | |
410 | // and be used for gain calibration. Its quality is checked before it | |
411 | // is added. | |
412 | // | |
413 | ||
414 | fTotalTracks++; | |
b8601924 | 415 | if (!fCuts->AcceptTrack(seed)) return; |
10757ee9 | 416 | fAcceptedTracks++; |
417 | AddTrack(seed); | |
418 | } | |
419 | ||
420 | Long64_t AliTPCcalibTracksGain::Merge(TCollection *list) { | |
421 | // | |
422 | // Merge() merges the results of all AliTPCcalibTracksGain objects contained in | |
423 | // list, thus allowing a distributed computation of several files, e.g. on PROOF. | |
424 | // The merged results are merged with the data members of the AliTPCcalibTracksGain | |
425 | // object used for calling the Merge method. | |
426 | // The return value is 0 /*the total number of tracks used for calibration*/ if the merge | |
427 | // is successful, otherwise it is -1. | |
428 | // | |
429 | ||
430 | if (!list || list->IsEmpty()) return -1; | |
431 | ||
432 | if (!fSimpleFitter) fSimpleFitter = new AliTPCFitPad(8, "hyp7", ""); | |
433 | if (!fSqrtFitter) fSqrtFitter = new AliTPCFitPad(8, "hyp7", ""); | |
434 | if (!fLogFitter) fLogFitter = new AliTPCFitPad(8, "hyp7", ""); | |
435 | if (!fSingleSectorFitter) fSingleSectorFitter = new AliTPCFitPad(8, "hyp7", ""); | |
436 | ||
10757ee9 | 437 | |
438 | // just for debugging | |
0d3279d4 | 439 | if (!fDebugCalPadRaw) fDebugCalPadRaw = new AliTPCCalPad("DebugCalPadRaw", "All clusters simply added up before correction"); |
440 | if (!fDebugCalPadCorr) fDebugCalPadCorr = new AliTPCCalPad("DebugCalPadCorr", "All clusters simply added up after correction"); | |
10757ee9 | 441 | |
442 | TIterator* iter = list->MakeIterator(); | |
443 | AliTPCcalibTracksGain* cal = 0; | |
444 | ||
445 | while ((cal = (AliTPCcalibTracksGain*)iter->Next())) { | |
446 | if (!cal->InheritsFrom(AliTPCcalibTracksGain::Class())) { | |
447 | Error("Merge","Attempt to add object of class %s to a %s", cal->ClassName(), this->ClassName()); | |
448 | return -1; | |
449 | } | |
0d3279d4 | 450 | |
10757ee9 | 451 | Add(cal); |
452 | } | |
453 | return 0; | |
454 | } | |
455 | ||
456 | void AliTPCcalibTracksGain::Add(AliTPCcalibTracksGain* cal) { | |
457 | // | |
458 | // Adds another AliTPCcalibTracksGain object to this object. | |
459 | // | |
460 | ||
461 | fSimpleFitter->Add(cal->fSimpleFitter); | |
462 | fSqrtFitter->Add(cal->fSqrtFitter); | |
463 | fLogFitter->Add(cal->fLogFitter); | |
464 | fSingleSectorFitter->Add(cal->fSingleSectorFitter); | |
0d3279d4 | 465 | // |
466 | // | |
467 | // | |
468 | fFitter0M->Add(cal->fFitter0M); | |
469 | fFitter1M->Add(cal->fFitter1M); | |
470 | fFitter2M->Add(cal->fFitter2M); | |
471 | fFitter0T->Add(cal->fFitter0T); | |
472 | fFitter1T->Add(cal->fFitter1T); | |
473 | fFitter2T->Add(cal->fFitter2T); | |
474 | // | |
475 | // | |
476 | // histograms | |
477 | // | |
478 | for (Int_t i=0; i<73; i++){ | |
479 | TH1F *his,*hism; | |
480 | his = (TH1F*)fArrayQM->At(i); | |
481 | hism = (TH1F*)cal->fArrayQM->At(i); | |
482 | if (his && hism) his->Add(hism); | |
483 | his = (TH1F*)fArrayQT->At(i); | |
484 | hism = (TH1F*)cal->fArrayQT->At(i); | |
485 | if (his && hism) his->Add(hism); | |
486 | } | |
487 | // | |
488 | // | |
489 | for (Int_t i=0; i<37; i++){ | |
490 | TProfile *his,*hism; | |
491 | his = (TProfile*)fProfileArrayQM->At(i); | |
492 | hism = (TProfile*)cal->fProfileArrayQM->At(i); | |
493 | if (his && hism) his->Add(hism); | |
494 | his = (TProfile*)fProfileArrayQT->At(i); | |
495 | hism = (TProfile*)cal->fProfileArrayQT->At(i); | |
496 | if (his && hism) his->Add(hism); | |
497 | } | |
498 | // | |
499 | // | |
500 | for (Int_t i=0; i<37; i++){ | |
501 | TProfile2D *his,*hism; | |
502 | his = (TProfile2D*)fProfileArrayQM2D->At(i); | |
503 | hism = (TProfile2D*)cal->fProfileArrayQM2D->At(i); | |
504 | if (his && hism) his->Add(hism); | |
505 | his = (TProfile2D*)fProfileArrayQT2D->At(i); | |
506 | hism = (TProfile2D*)cal->fProfileArrayQT2D->At(i); | |
507 | if (his && hism) his->Add(hism); | |
508 | } | |
509 | // | |
10757ee9 | 510 | // this will be gone for the a new ROOT version > v5-17-05 |
511 | for (UInt_t iSegment = 0; iSegment < 36; iSegment++) { | |
512 | fNShortClusters[iSegment] += cal->fNShortClusters[iSegment]; | |
513 | fNMediumClusters[iSegment] += cal->fNMediumClusters[iSegment]; | |
514 | fNLongClusters[iSegment] += cal->fNLongClusters[iSegment]; | |
515 | } | |
516 | ||
517 | // just for debugging, remove me | |
518 | fTotalTracks += cal->fTotalTracks; | |
519 | fAcceptedTracks += cal->fAcceptedTracks; | |
520 | fDebugCalPadRaw->Add(cal->fDebugCalPadRaw); | |
521 | fDebugCalPadCorr->Add(cal->fDebugCalPadCorr); | |
522 | ||
10757ee9 | 523 | } |
524 | ||
525 | void AliTPCcalibTracksGain::AddTrack(AliTPCseed* seed) { | |
526 | // | |
527 | // The clusters making up the track (seed) are added to various fit functions. | |
528 | // See AddCluster(...) for more detail. | |
529 | // | |
530 | ||
531 | if (!fDebugStream) fDebugStream = new TTreeSRedirector(fgkDebugStreamFileName); | |
0d3279d4 | 532 | DumpTrack(seed); |
533 | // | |
534 | // simple histograming part | |
535 | for (Int_t i=0; i<159; i++){ | |
536 | AliTPCclusterMI* cluster = seed->GetClusterPointer(i); | |
537 | if (cluster) AddCluster(cluster); | |
538 | } | |
10757ee9 | 539 | } |
540 | ||
0d3279d4 | 541 | void AliTPCcalibTracksGain::AddCluster(AliTPCclusterMI* cluster){ |
542 | // | |
543 | // Adding cluster information to the simple histograms | |
544 | // No correction, fittings are applied | |
545 | // | |
546 | Float_t kThreshold=5; | |
547 | if (cluster->GetX()<=0) return; | |
548 | if (cluster->GetQ()<=kThreshold) return; | |
549 | // | |
550 | ||
551 | ||
552 | Int_t sector = cluster->GetDetector(); | |
553 | TH1F * his; | |
554 | his = GetQT(sector); | |
555 | if (his) his->Fill(cluster->GetQ()); | |
556 | his = GetQT(-1); | |
557 | if (his) his->Fill(cluster->GetQ()); | |
558 | his = GetQM(sector); | |
559 | if (his) his->Fill(cluster->GetMax()); | |
560 | his = GetQM(-1); | |
561 | if (his) his->Fill(cluster->GetMax()); | |
562 | // | |
563 | sector = sector%36; | |
564 | TProfile *prof; | |
565 | prof = GetProfileQT(sector); | |
566 | if (prof) prof->Fill(cluster->GetX(),cluster->GetQ()); | |
567 | prof = GetProfileQT(-1); | |
568 | if (prof) prof->Fill(cluster->GetX(),cluster->GetQ()); | |
569 | prof = GetProfileQM(sector); | |
570 | if (prof) prof->Fill(cluster->GetX(),cluster->GetMax()); | |
571 | prof = GetProfileQM(-1); | |
572 | if (prof) prof->Fill(cluster->GetX(),cluster->GetMax()); | |
573 | // | |
574 | Float_t phi = cluster->GetY()/cluster->GetX(); | |
575 | TProfile2D *prof2; | |
576 | prof2 = GetProfileQT2D(sector); | |
577 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetQ()); | |
578 | prof2 = GetProfileQT2D(-1); | |
579 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetQ()); | |
580 | prof2 = GetProfileQM2D(sector); | |
581 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetMax()); | |
582 | prof2 = GetProfileQM2D(-1); | |
583 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetMax()); | |
584 | ||
585 | // | |
586 | } | |
587 | ||
588 | ||
589 | ||
f1c2a4a3 | 590 | void AliTPCcalibTracksGain::AddCluster(AliTPCclusterMI* cluster, Float_t /*momenta*/, Float_t/* mdedx*/, Int_t padType, |
591 | Float_t xcenter, TVectorD& dedxQ, TVectorD& /*dedxM*/, Float_t /*fraction*/, Float_t fraction2, Float_t dedge, | |
592 | TVectorD& /*parY*/, TVectorD& /*parZ*/, TVectorD& meanPos) { | |
10757ee9 | 593 | // |
594 | // Adds cluster to the appropriate fitter for later analysis. | |
595 | // The charge used for the fit is the maximum charge for this specific cluster or the | |
596 | // accumulated charge per cluster, depending on the value of fgkUseTotalCharge. | |
597 | // Depending on the pad size where the cluster is registered, the value will be put in | |
598 | // the appropriate fitter. Furthermore, for each pad size three different types of fitters | |
599 | // are used. The fit functions are the same for all fitters (parabolic functions), but the value | |
600 | // added to each fitter is different. The simple fitter gets the charge plugged in as is, the sqrt fitter | |
601 | // gets the square root of the charge, and the log fitter gets fgkM*(1+q/fgkM), where q is the original charge | |
602 | // and fgkM==25. | |
603 | // | |
604 | ||
605 | if (!cluster) { | |
606 | Error("AddCluster", "Cluster not valid."); | |
607 | return; | |
608 | } | |
609 | ||
610 | if (dedge < 3.) return; | |
611 | if (fraction2 > 0.7) return; | |
612 | ||
613 | //Int_t padType = GetPadType(cluster->GetX()); | |
614 | Double_t xx[7]; | |
615 | //Double_t centerPad[2] = {0}; | |
616 | //AliTPCFitPad::GetPadRegionCenterLocal(padType, centerPad); | |
617 | //xx[0] = cluster->GetX() - centerPad[0]; | |
618 | //xx[1] = cluster->GetY() - centerPad[1]; | |
619 | xx[0] = cluster->GetX() - xcenter; | |
620 | xx[1] = cluster->GetY(); | |
621 | xx[2] = xx[0] * xx[0]; | |
622 | xx[3] = xx[1] * xx[1]; | |
623 | xx[4] = xx[0] * xx[1]; | |
624 | xx[5] = TMath::Abs(cluster->GetZ()) - TMath::Abs(meanPos[4]); | |
625 | xx[6] = xx[5] * xx[5]; | |
0d3279d4 | 626 | // |
627 | // Update profile histograms | |
628 | // | |
10757ee9 | 629 | |
0d3279d4 | 630 | // |
631 | // Update fitters | |
632 | // | |
10757ee9 | 633 | Int_t segment = cluster->GetDetector() % 36; |
634 | Double_t q = fgkUseTotalCharge ? ((Double_t)(cluster->GetQ())) : ((Double_t)(cluster->GetMax())); // note: no normalization to pad size! | |
635 | ||
636 | // just for debugging | |
637 | Int_t row = 0; | |
638 | Int_t pad = 0; | |
639 | GetRowPad(cluster->GetX(), cluster->GetY(), row, pad); | |
640 | fDebugCalPadRaw->GetCalROC(cluster->GetDetector())->SetValue(row, pad, q + fDebugCalPadRaw->GetCalROC(cluster->GetDetector())->GetValue(row, pad)); | |
641 | ||
642 | // correct charge by normalising to mean charge per track | |
643 | q /= dedxQ[2]; | |
644 | ||
645 | // just for debugging | |
646 | fDebugCalPadCorr->GetCalROC(cluster->GetDetector())->SetValue(row, pad, q + fDebugCalPadCorr->GetCalROC(cluster->GetDetector())->GetValue(row, pad)); | |
647 | ||
648 | Double_t sqrtQ = TMath::Sqrt(q); | |
649 | Double_t logQ = fgkM * TMath::Log(1 + q / fgkM); | |
650 | fSimpleFitter->GetFitter(segment, padType)->AddPoint(xx, q); | |
651 | fSqrtFitter->GetFitter(segment, padType)->AddPoint(xx, sqrtQ); | |
652 | fLogFitter->GetFitter(segment, padType)->AddPoint(xx, logQ); | |
653 | fSingleSectorFitter->GetFitter(0, padType)->AddPoint(xx, q); | |
654 | ||
655 | // this will be gone for the a new ROOT version > v5-17-05 | |
656 | if (padType == kShortPads) | |
657 | fNShortClusters[segment]++; | |
0d3279d4 | 658 | if (padType == kMediumPads) |
10757ee9 | 659 | fNMediumClusters[segment]++; |
0d3279d4 | 660 | if (padType == kLongPads) |
10757ee9 | 661 | fNLongClusters[segment]++; |
662 | } | |
663 | ||
664 | void AliTPCcalibTracksGain::Evaluate(Bool_t robust, Double_t frac) { | |
665 | // | |
666 | // Evaluates all fitters contained in this object. | |
667 | // If the robust option is set to kTRUE a robust fit is performed with frac as | |
668 | // the minimal fraction of good points (see TLinearFitter::EvalRobust for details). | |
669 | // Beware: Robust fitting is much slower! | |
670 | // | |
671 | ||
672 | fSimpleFitter->Evaluate(robust, frac); | |
673 | fSqrtFitter->Evaluate(robust, frac); | |
674 | fLogFitter->Evaluate(robust, frac); | |
675 | fSingleSectorFitter->Evaluate(robust, frac); | |
0d3279d4 | 676 | fFitter0M->Eval(); |
677 | fFitter1M->Eval(); | |
678 | fFitter2M->Eval(); | |
679 | fFitter0T->Eval(); | |
680 | fFitter1T->Eval(); | |
681 | fFitter2T->Eval(); | |
10757ee9 | 682 | } |
683 | ||
684 | AliTPCCalPad* AliTPCcalibTracksGain::CreateFitCalPad(UInt_t fitType, Bool_t undoTransformation, Bool_t normalizeToPadSize) { | |
685 | // | |
686 | // Creates the calibration object AliTPCcalPad using fitted parameterization | |
687 | // | |
688 | TObjArray tpc(72); | |
689 | for (UInt_t iSector = 0; iSector < 72; iSector++) | |
690 | tpc.Add(CreateFitCalROC(iSector, fitType, undoTransformation, normalizeToPadSize)); | |
691 | return new AliTPCCalPad(&tpc); | |
692 | } | |
693 | ||
694 | AliTPCCalROC* AliTPCcalibTracksGain::CreateFitCalROC(UInt_t sector, UInt_t fitType, Bool_t undoTransformation, Bool_t normalizeToPadSize) { | |
695 | // | |
696 | // Create the AliTPCCalROC with the values per pad | |
697 | // sector - sector of interest | |
698 | // fitType - | |
699 | // | |
700 | ||
701 | TVectorD par(8); | |
702 | if (sector < 36) { | |
703 | GetParameters(sector % 36, 0, fitType, par); | |
704 | return CreateFitCalROC(sector, 0, par, fitType, undoTransformation, normalizeToPadSize); | |
705 | } | |
706 | else { | |
707 | GetParameters(sector % 36, 1, fitType, par); | |
708 | AliTPCCalROC* roc1 = CreateFitCalROC(sector, 1, par, fitType, undoTransformation, normalizeToPadSize); | |
709 | GetParameters(sector % 36, 2, fitType, par); | |
710 | AliTPCCalROC* roc2 = CreateFitCalROC(sector, 2, par, fitType, undoTransformation, normalizeToPadSize); | |
711 | AliTPCCalROC* roc3 = CreateCombinedCalROC(roc1, roc2); | |
712 | delete roc1; | |
713 | delete roc2; | |
714 | return roc3; | |
715 | } | |
716 | } | |
717 | ||
718 | AliTPCCalROC* AliTPCcalibTracksGain::CreateFitCalROC(UInt_t sector, UInt_t padType, TVectorD &fitParam, UInt_t fitType, Bool_t undoTransformation, Bool_t normalizeToPadSize) { | |
719 | // | |
720 | // This function is essentially a copy of AliTPCCalROC::CreateGlobalFitCalROC(...), with the | |
721 | // modifications, that the center of the region of same pad size is used as the origin | |
722 | // of the fit function instead of the center of the ROC. | |
723 | // The possibility of a linear fit is removed as well because it is not needed. | |
724 | // Only values for pads with the given pad size are calculated, the rest is 0. | |
725 | // Set undoTransformation for undoing the transformation that was applied to the | |
726 | // charge values before they were put into the fitter (thus allowing comparison to the original | |
727 | // charge values). For fitType use 0 for the simple fitter, 1 for the sqrt fitter, 2 for the log fitter. | |
728 | // If normalizeToPadSize is true, the values are normalized to the pad size. | |
729 | // Please be aware, that you even need to specify the fitType if you want to normalize to the pad size without | |
730 | // undoing the transformation (because normalizing involves undoing the trafo first, then normalizing, then | |
731 | // applying the trafo again). | |
732 | // Please note: The normalization to the pad size is a simple linear scaling with the pad length, which | |
733 | // actually doesn't describe reality! | |
734 | // | |
735 | ||
736 | Float_t dlx, dly; | |
737 | Double_t centerPad[2] = {0}; | |
738 | Float_t localXY[3] = {0}; | |
739 | AliTPCROC* tpcROC = AliTPCROC::Instance(); | |
740 | if ((padType == 0 && sector >= tpcROC->GetNInnerSector()) || (padType > 0 && sector < tpcROC->GetNInnerSector()) || sector >= tpcROC->GetNSector()) | |
741 | return 0; | |
742 | AliTPCCalROC* lROCfitted = new AliTPCCalROC(sector); | |
743 | //tpcROC->GetPositionLocal(sector, lROCfitted->GetNrows()/2, lROCfitted->GetNPads(lROCfitted->GetNrows()/2)/2, centerPad); // use this instead of the switch statement if you want to calculate the center of the ROC and not the center of the regions with the same pad size | |
744 | UInt_t startRow = 0; | |
745 | UInt_t endRow = 0; | |
746 | switch (padType) { | |
747 | case kShortPads: | |
748 | startRow = 0; | |
749 | endRow = lROCfitted->GetNrows(); | |
750 | break; | |
751 | case kMediumPads: | |
752 | startRow = 0; | |
753 | endRow = 64; | |
754 | break; | |
755 | case kLongPads: | |
756 | startRow = 64; | |
757 | endRow = lROCfitted->GetNrows(); | |
758 | break; | |
759 | } | |
760 | ||
761 | AliTPCFitPad::GetPadRegionCenterLocal(padType, centerPad); | |
762 | Double_t value = 0; | |
763 | for (UInt_t irow = startRow; irow < endRow; irow++) { | |
764 | for (UInt_t ipad = 0; ipad < lROCfitted->GetNPads(irow); ipad++) { | |
765 | tpcROC->GetPositionLocal(sector, irow, ipad, localXY); // calculate position localXY by pad and row number | |
766 | dlx = localXY[0] - centerPad[0]; | |
767 | dly = localXY[1] - centerPad[1]; | |
768 | value = fitParam[0] + fitParam[1]*dlx + fitParam[2]*dly + fitParam[3]*dlx*dlx + fitParam[4]*dly*dly + fitParam[5]*dlx*dly; | |
769 | ||
770 | // Let q' = value be the transformed value without any pad size corrections, | |
771 | // let T be the transformation and let l be the pad size | |
772 | // 1) don't undo transformation, don't normalize: return q' | |
773 | // 2) undo transformation, don't normalize: return T^{-1} q' | |
774 | // 3) undo transformation, normalize: return (T^{-1} q') / l | |
775 | // 4) don't undo transformation, normalize: return T((T^{-1} q') / l) | |
776 | if (!undoTransformation && !normalizeToPadSize) {/* value remains unchanged */} // (1) | |
777 | else { // (2), (3), (4) | |
778 | //calculate T^{-1} | |
779 | switch (fitType) { | |
780 | case 0: /* value remains unchanged */ break; | |
781 | case 1: value = value * value; break; | |
782 | case 2: value = (TMath::Exp(value / fgkM) - 1) * fgkM; break; | |
783 | default: Error("CreateFitCalROC", "Wrong fit type."); break; | |
784 | } | |
785 | if (normalizeToPadSize) value /= GetPadLength(localXY[0]); // (3) | |
786 | } | |
787 | if (!undoTransformation && normalizeToPadSize) { // (4) | |
788 | // calculate T | |
789 | switch (fitType) { | |
790 | case 0: /* value remains unchanged */ break; | |
791 | case 1: value = TMath::Sqrt(value); break; | |
792 | case 2: value = fgkM * TMath::Log(1 + value / fgkM); break; | |
793 | default: Error("CreateFitCalROC", "Wrong fit type."); break; | |
794 | } | |
795 | } | |
796 | lROCfitted->SetValue(irow, ipad, value); | |
797 | } | |
798 | } | |
799 | return lROCfitted; | |
800 | } | |
801 | ||
802 | AliTPCCalROC* AliTPCcalibTracksGain::CreateCombinedCalROC(const AliTPCCalROC* roc1, const AliTPCCalROC* roc2) { | |
803 | // | |
804 | // Combines the medium pad size values of roc1 with the long pad size values of roc2 into a new | |
805 | // AliTPCCalROC. Returns a null pointer if any one of the ROCs is an IROC; issues a warning message | |
806 | // if the sectors of roc1 and roc2 don't match, but still continue and use the sector of roc1 as the | |
807 | // sector of the new ROC. | |
808 | // | |
809 | ||
810 | if (!roc1 || !roc2) return 0; | |
811 | if ((Int_t)(roc1->GetSector()) < fgTPCparam->GetNInnerSector()) return 0; | |
812 | if ((Int_t)(roc2->GetSector()) < fgTPCparam->GetNInnerSector()) return 0; | |
813 | if (roc1->GetSector() != roc2->GetSector()) Warning("CreateCombinedCalROC", "Sector number mismatch."); | |
814 | AliTPCCalROC* roc = new AliTPCCalROC(roc1->GetSector()); | |
815 | ||
816 | for (UInt_t iRow = 0; iRow < 64; iRow++) { | |
817 | for (UInt_t iPad = 0; iPad < roc->GetNPads(iRow); iPad++) | |
818 | roc->SetValue(iRow, iPad, roc1->GetValue(iRow, iPad)); | |
819 | } | |
820 | for (UInt_t iRow = 64; iRow < roc->GetNrows(); iRow++) { | |
821 | for (UInt_t iPad = 0; iPad < roc->GetNPads(iRow); iPad++) | |
822 | roc->SetValue(iRow, iPad, roc2->GetValue(iRow, iPad)); | |
823 | } | |
824 | return roc; | |
825 | } | |
826 | ||
827 | void AliTPCcalibTracksGain::GetParameters(UInt_t segment, UInt_t padType, UInt_t fitType, TVectorD &fitParam) { | |
828 | // | |
829 | // Puts the fit parameters for the specified segment (IROC & OROC), padType and fitType | |
830 | // into the fitParam TVectorD (which should contain 8 elements). | |
831 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
832 | // Note: The fitter has to be evaluated first! | |
833 | // | |
834 | ||
835 | GetFitter(segment, padType, fitType)->GetParameters(fitParam); | |
836 | } | |
837 | ||
838 | void AliTPCcalibTracksGain::GetErrors(UInt_t segment, UInt_t padType, UInt_t fitType, TVectorD &fitError) { | |
839 | // | |
840 | // Puts the fit parameter errors for the specified segment (IROC & OROC), padType and fitType | |
841 | // into the fitError TVectorD (which should contain 8 elements). | |
842 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
843 | // Note: The fitter has to be evaluated first! | |
844 | // | |
845 | ||
846 | GetFitter(segment, padType, fitType)->GetErrors(fitError); | |
847 | fitError *= TMath::Sqrt(GetRedChi2(segment, padType, fitType)); | |
848 | } | |
849 | ||
850 | Double_t AliTPCcalibTracksGain::GetRedChi2(UInt_t segment, UInt_t padType, UInt_t fitType) { | |
851 | // | |
852 | // Returns the reduced chi^2 value for the specified segment, padType and fitType. | |
853 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
854 | // Note: The fitter has to be evaluated first! | |
855 | // | |
856 | ||
857 | // this will be gone for the a new ROOT version > v5-17-05 | |
858 | Int_t lNClusters = 0; | |
859 | switch (padType) { | |
860 | case kShortPads: | |
861 | lNClusters = fNShortClusters[segment]; | |
862 | break; | |
863 | case kMediumPads: | |
864 | lNClusters = fNMediumClusters[segment]; | |
865 | break; | |
866 | case kLongPads: | |
867 | lNClusters = fNLongClusters[segment]; | |
868 | break; | |
869 | } | |
870 | return GetFitter(segment, padType, fitType)->GetChisquare()/(lNClusters - 8); | |
871 | } | |
872 | ||
873 | void AliTPCcalibTracksGain::GetCovarianceMatrix(UInt_t segment, UInt_t padType, UInt_t fitType, TMatrixD& covMatrix) { | |
874 | // | |
875 | // Returns the covariance matrix for the specified segment, padType, fitType. | |
876 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
877 | // | |
878 | ||
879 | GetFitter(segment, padType, fitType)->GetCovarianceMatrix(covMatrix); | |
880 | } | |
881 | ||
882 | TLinearFitter* AliTPCcalibTracksGain::GetFitter(UInt_t segment, UInt_t padType, UInt_t fitType) { | |
883 | // | |
884 | // Returns the TLinearFitter object for the specified segment, padType, fitType. | |
885 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
886 | // | |
887 | ||
888 | switch (fitType) { | |
889 | case kSimpleFitter: | |
890 | return fSimpleFitter->GetFitter(segment, padType); | |
891 | case kSqrtFitter: | |
892 | return fSqrtFitter->GetFitter(segment, padType); | |
893 | case kLogFitter: | |
894 | return fLogFitter->GetFitter(segment, padType); | |
895 | case 3: | |
896 | return fSingleSectorFitter->GetFitter(0, padType); | |
897 | } | |
898 | return 0; | |
899 | } | |
900 | ||
901 | Double_t AliTPCcalibTracksGain::GetPadLength(Double_t lx) { | |
902 | // | |
903 | // The function returns 0.75 for an IROC, 1. for an OROC at medium pad size position, | |
904 | // 1.5 for an OROC at long pad size position, -1 if out of bounds. | |
905 | // | |
906 | ||
907 | Double_t irocLow = fgTPCparam->GetPadRowRadiiLow(0) - fgTPCparam->GetInnerPadPitchLength()/2; | |
908 | Double_t irocUp = fgTPCparam->GetPadRowRadiiLow(fgTPCparam->GetNRowLow()-1) + fgTPCparam->GetInnerPadPitchLength()/2; | |
909 | Double_t orocLow1 = fgTPCparam->GetPadRowRadiiUp(0) - fgTPCparam->GetOuter1PadPitchLength()/2; | |
910 | Double_t orocUp1 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()-1) + fgTPCparam->GetOuter1PadPitchLength()/2; | |
911 | Double_t orocLow2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()) - fgTPCparam->GetOuter2PadPitchLength()/2; | |
912 | Double_t orocUp2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp()-1) + fgTPCparam->GetOuter2PadPitchLength()/2; | |
913 | ||
914 | // if IROC | |
915 | if (lx >= irocLow && lx <= irocUp) return 0.75; | |
916 | // if OROC medium pads | |
917 | if (lx >= orocLow1 && lx <= orocUp1) return 1.; | |
918 | // if OROC long pads | |
919 | if (lx >= orocLow2 && lx <= orocUp2) return 1.5; | |
920 | // if out of bounds | |
921 | return -1; | |
922 | } | |
923 | ||
924 | Int_t AliTPCcalibTracksGain::GetPadType(Double_t lx) { | |
925 | // | |
926 | // The function returns 0 for an IROC, 1 for an OROC at medium pad size position, | |
927 | // 2 for an OROC at long pad size position, -1 if out of bounds. | |
928 | // | |
929 | ||
930 | if (GetPadLength(lx) == 0.75) return 0; | |
931 | else if (GetPadLength(lx) == 1.) return 1; | |
932 | else if (GetPadLength(lx) == 1.5) return 2; | |
933 | return -1; | |
934 | } | |
935 | ||
936 | // ONLY FOR DEBUGGING PURPOSES - REMOVE ME WHEN NOT NEEDED ANYMORE | |
937 | Bool_t AliTPCcalibTracksGain::GetRowPad(Double_t lx, Double_t ly, Int_t& row, Int_t& pad) { | |
938 | // | |
939 | // Calculate the row and pad number when the local coordinates are given. | |
940 | // Returns kFALSE if the position is out of range, otherwise return kTRUE. | |
941 | // WARNING: This function is preliminary and probably isn't very accurate!! | |
942 | // | |
943 | ||
944 | Double_t irocLow = fgTPCparam->GetPadRowRadiiLow(0) - fgTPCparam->GetInnerPadPitchLength()/2; | |
945 | //Double_t irocUp = fgTPCparam->GetPadRowRadiiLow(fgTPCparam->GetNRowLow()-1) + fgTPCparam->GetInnerPadPitchLength()/2; | |
946 | Double_t orocLow1 = fgTPCparam->GetPadRowRadiiUp(0) - fgTPCparam->GetOuter1PadPitchLength()/2; | |
947 | //Double_t orocUp1 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()-1) + fgTPCparam->GetOuter1PadPitchLength()/2; | |
948 | Double_t orocLow2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()) - fgTPCparam->GetOuter2PadPitchLength()/2; | |
949 | //Double_t orocUp2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp()-1) + fgTPCparam->GetOuter2PadPitchLength()/2; | |
950 | ||
951 | if (GetPadType(lx) == 0) { | |
952 | row = (Int_t)((lx - irocLow) / fgTPCparam->GetInnerPadPitchLength()); | |
953 | pad = (Int_t)((ly + fgTPCparam->GetYInner(row)) / fgTPCparam->GetInnerPadPitchWidth()); | |
954 | } else if (GetPadType(lx) == 1) { | |
955 | row = (Int_t)((lx - orocLow1) / fgTPCparam->GetOuter1PadPitchLength()); | |
956 | pad = (Int_t)((ly + fgTPCparam->GetYOuter(row)) / fgTPCparam->GetOuterPadPitchWidth()); | |
957 | } else if (GetPadType(lx) == 2) { | |
958 | row = fgTPCparam->GetNRowUp1() + (Int_t)((lx - orocLow2) / fgTPCparam->GetOuter2PadPitchLength()); | |
959 | pad = (Int_t)((ly + fgTPCparam->GetYOuter(row)) / fgTPCparam->GetOuterPadPitchWidth()); | |
960 | } | |
961 | else return kFALSE; | |
962 | return kTRUE; | |
963 | } | |
964 | ||
965 | void AliTPCcalibTracksGain::DumpTrack(AliTPCseed* track) { | |
966 | // | |
967 | // Dump track information to the debug stream | |
968 | // | |
969 | ||
10757ee9 | 970 | Int_t rows[200]; |
0d3279d4 | 971 | Int_t sector[3]; |
972 | Int_t npoints[3]; | |
973 | TVectorD dedxM[3]; | |
974 | TVectorD dedxQ[3]; | |
975 | TVectorD parY[3]; | |
976 | TVectorD parZ[3]; | |
977 | TVectorD meanPos[3]; | |
978 | // | |
979 | Int_t count=0; | |
10757ee9 | 980 | for (Int_t ipad = 0; ipad < 3; ipad++) { |
0d3279d4 | 981 | dedxM[ipad].ResizeTo(5); |
982 | dedxQ[ipad].ResizeTo(5); | |
983 | parY[ipad].ResizeTo(3); | |
984 | parZ[ipad].ResizeTo(3); | |
985 | meanPos[ipad].ResizeTo(6); | |
986 | Bool_t isOK = GetDedx(track, ipad, rows, sector[ipad], npoints[ipad], dedxM[ipad], dedxQ[ipad], parY[ipad], parZ[ipad], meanPos[ipad]); | |
987 | if (isOK) | |
988 | AddTracklet(sector[ipad],ipad, dedxQ[ipad], dedxM[ipad], parY[ipad], parZ[ipad], meanPos[ipad] ); | |
989 | if (isOK) count++; | |
10757ee9 | 990 | } |
0d3279d4 | 991 | |
992 | (*fDebugStream) << "Track" << | |
993 | "Track.=" << track << // track information | |
994 | "\n"; | |
10757ee9 | 995 | // |
10757ee9 | 996 | // |
0d3279d4 | 997 | // |
998 | if (count>1){ | |
999 | (*fDebugStream) << "TrackG" << | |
1000 | "Track.=" << track << // track information | |
1001 | "ncount="<<count<< | |
1002 | // info for pad type 0 | |
1003 | "sector0="<<sector[0]<< | |
1004 | "npoints0="<<npoints[0]<< | |
1005 | "dedxM0.="<<&dedxM[0]<< | |
1006 | "dedxQ0.="<<&dedxQ[0]<< | |
1007 | "parY0.="<<&parY[0]<< | |
1008 | "parZ0.="<<&parZ[0]<< | |
1009 | "meanPos0.="<<&meanPos[0]<< | |
1010 | // | |
1011 | // info for pad type 1 | |
1012 | "sector1="<<sector[1]<< | |
1013 | "npoints1="<<npoints[1]<< | |
1014 | "dedxM1.="<<&dedxM[1]<< | |
1015 | "dedxQ1.="<<&dedxQ[1]<< | |
1016 | "parY1.="<<&parY[1]<< | |
1017 | "parZ1.="<<&parZ[1]<< | |
1018 | "meanPos1.="<<&meanPos[1]<< | |
1019 | // | |
1020 | // info for pad type 2 | |
1021 | "sector2="<<sector[2]<< | |
1022 | "npoints2="<<npoints[2]<< | |
1023 | "dedxM2.="<<&dedxM[2]<< | |
1024 | "dedxQ2.="<<&dedxQ[2]<< | |
1025 | "parY2.="<<&parY[2]<< | |
1026 | "parZ2.="<<&parZ[2]<< | |
1027 | "meanPos2.="<<&meanPos[2]<< | |
1028 | // | |
1029 | "\n"; | |
1030 | } | |
1031 | ||
1032 | } | |
1033 | ||
f1c2a4a3 | 1034 | Bool_t AliTPCcalibTracksGain::GetDedx(AliTPCseed* track, Int_t padType, Int_t* /*rows*/, |
0d3279d4 | 1035 | Int_t §or, Int_t& npoints, |
1036 | TVectorD &dedxM, TVectorD &dedxQ, | |
1037 | TVectorD &parY, TVectorD &parZ, TVectorD&meanPos) | |
1038 | { | |
1039 | // | |
1040 | // GetDedx for given sector for given track | |
1041 | // padType - type of pads | |
1042 | // | |
1043 | ||
1044 | static TLinearFitter fitY(2, "pol1"); | |
1045 | static TLinearFitter fitZ(2, "pol1"); | |
1046 | // | |
1047 | // | |
10757ee9 | 1048 | Int_t firstRow = 0, lastRow = 0; |
1049 | Int_t minRow = 100; | |
1050 | Float_t xcenter = 0; | |
1051 | const Float_t ktany = TMath::Tan(TMath::DegToRad() * 10); | |
1052 | const Float_t kedgey = 4.; | |
1053 | if (padType == 0) { | |
1054 | firstRow = 0; | |
1055 | lastRow = fgTPCparam->GetNRowLow(); | |
1056 | xcenter = 108.47; | |
1057 | } | |
1058 | if (padType == 1) { | |
1059 | firstRow = fgTPCparam->GetNRowLow(); | |
1060 | lastRow = fgTPCparam->GetNRowLow() + fgTPCparam->GetNRowUp1(); | |
1061 | xcenter = 166.60; | |
1062 | } | |
1063 | if (padType == 2) { | |
1064 | firstRow = fgTPCparam->GetNRowLow() + fgTPCparam->GetNRowUp1(); | |
1065 | lastRow = fgTPCparam->GetNRowLow() + fgTPCparam->GetNRowUp(); | |
1066 | xcenter = 222.6; | |
1067 | } | |
1068 | minRow = (lastRow - firstRow) / 2; | |
1069 | // | |
1070 | // | |
1071 | Int_t nclusters = 0; | |
1072 | Int_t nclustersNE = 0; // number of not edge clusters | |
1073 | Int_t lastSector = -1; | |
1074 | Float_t amplitudeQ[100]; | |
1075 | Float_t amplitudeM[100]; | |
1076 | Int_t rowIn[100]; | |
1077 | Int_t index[100]; | |
1078 | // | |
0d3279d4 | 1079 | // |
10757ee9 | 1080 | fitY.ClearPoints(); |
1081 | fitZ.ClearPoints(); | |
10757ee9 | 1082 | |
1083 | for (Int_t iCluster = firstRow; iCluster < lastRow; iCluster++) { | |
1084 | AliTPCclusterMI* cluster = track->GetClusterPointer(iCluster); | |
1085 | if (cluster) { | |
1086 | Int_t detector = cluster->GetDetector() ; | |
1087 | if (lastSector == -1) lastSector = detector; | |
1088 | if (lastSector != detector) continue; | |
1089 | amplitudeQ[nclusters] = cluster->GetQ(); | |
1090 | amplitudeM[nclusters] = cluster->GetMax(); | |
1091 | rowIn[nclusters] = iCluster; | |
1092 | nclusters++; | |
1093 | Double_t dx = cluster->GetX() - xcenter; | |
1094 | Double_t y = cluster->GetY(); | |
1095 | Double_t z = cluster->GetZ(); | |
1096 | fitY.AddPoint(&dx, y); | |
1097 | fitZ.AddPoint(&dx, z); | |
1098 | meanPos[0] += dx; | |
1099 | meanPos[1] += dx; | |
1100 | meanPos[2] += y; | |
1101 | meanPos[3] += y*y; | |
1102 | meanPos[4] += z; | |
1103 | meanPos[5] += z*z; | |
1104 | if (TMath::Abs(cluster->GetY()) < cluster->GetX()*ktany - kedgey) nclustersNE++; | |
1105 | } | |
1106 | } | |
1107 | ||
1108 | if (nclusters < minRow / 2) return kFALSE; | |
1109 | if (nclustersNE < minRow / 2) return kFALSE; | |
1110 | for (Int_t i = 0; i < 6; i++) meanPos[i] /= Double_t(nclusters); | |
1111 | fitY.Eval(); | |
1112 | fitZ.Eval(); | |
1113 | fitY.GetParameters(parY); | |
1114 | fitZ.GetParameters(parZ); | |
1115 | // | |
1116 | // calculate truncated mean | |
1117 | // | |
1118 | TMath::Sort(nclusters, amplitudeQ, index, kFALSE); | |
0d3279d4 | 1119 | // |
1120 | // | |
1121 | // | |
10757ee9 | 1122 | Float_t ndedx[5]; |
1123 | for (Int_t i = 0; i < 5; i++) { | |
1124 | dedxQ[i] = 0; | |
1125 | dedxM[i] = 0; | |
1126 | ndedx[i] = 0; | |
1127 | } | |
1128 | // | |
1129 | // dedx calculation | |
1130 | // | |
1131 | Int_t inonEdge = 0; | |
1132 | for (Int_t i = 0; i < nclusters; i++) { | |
1133 | Int_t rowSorted = rowIn[index[i]]; | |
1134 | AliTPCclusterMI* cluster = track->GetClusterPointer(rowSorted); | |
1135 | ||
1136 | if (TMath::Abs(cluster->GetY()) > cluster->GetX()*ktany - kedgey) continue; //don't take edge clusters | |
1137 | inonEdge++; | |
1138 | if (inonEdge < nclustersNE * 0.5) { | |
1139 | ndedx[0]++; | |
1140 | dedxQ[0] += amplitudeQ[index[i]]; | |
1141 | dedxM[0] += amplitudeM[index[i]]; | |
1142 | } | |
1143 | if (inonEdge < nclustersNE * 0.6) { | |
1144 | ndedx[1]++; | |
1145 | dedxQ[1] += amplitudeQ[index[i]]; | |
1146 | dedxM[1] += amplitudeM[index[i]]; | |
1147 | } | |
1148 | if (inonEdge < nclustersNE * 0.7) { | |
1149 | ndedx[2]++; | |
1150 | dedxQ[2] += amplitudeQ[index[i]]; | |
1151 | dedxM[2] += amplitudeM[index[i]]; | |
1152 | } | |
1153 | if (inonEdge < nclustersNE * 0.8) { | |
1154 | ndedx[3]++; | |
1155 | dedxQ[3] += amplitudeQ[index[i]]; | |
1156 | dedxM[3] += amplitudeM[index[i]]; | |
1157 | } | |
1158 | if (inonEdge < nclustersNE * 0.9) { | |
1159 | ndedx[4]++; | |
1160 | dedxQ[4] += amplitudeQ[index[i]]; | |
1161 | dedxM[4] += amplitudeM[index[i]]; | |
1162 | } | |
1163 | } | |
1164 | for (Int_t i = 0; i < 5; i++) { | |
1165 | dedxQ[i] /= ndedx[i]; | |
1166 | dedxM[i] /= ndedx[i]; | |
1167 | } | |
1168 | ||
1169 | inonEdge = 0; | |
0d3279d4 | 1170 | Float_t momenta = track->GetP(); |
1171 | Float_t mdedx = track->GetdEdx(); | |
10757ee9 | 1172 | for (Int_t i = 0; i < nclusters; i++) { |
1173 | Int_t rowSorted = rowIn[index[i]]; | |
1174 | AliTPCclusterMI* cluster = track->GetClusterPointer(rowSorted); | |
1175 | if (!cluster) { | |
1176 | printf("Problem\n"); | |
1177 | continue; | |
1178 | } | |
1179 | if (TMath::Abs(cluster->GetY()) < cluster->GetX()*ktany - kedgey) inonEdge++; | |
1180 | Float_t dedge = cluster->GetX()*ktany - TMath::Abs(cluster->GetY()); | |
1181 | Float_t fraction = Float_t(i) / Float_t(nclusters); | |
1182 | Float_t fraction2 = Float_t(inonEdge) / Float_t(nclustersNE); | |
10757ee9 | 1183 | |
1184 | AddCluster(cluster, momenta, mdedx, padType, xcenter, dedxQ, dedxM, fraction, fraction2, dedge, parY, parZ, meanPos); | |
1185 | ||
1186 | (*fDebugStream) << "dEdx" << | |
1187 | "Cl.=" << cluster << // cluster of interest | |
1188 | "P=" << momenta << // track momenta | |
1189 | "dedx=" << mdedx << // mean dedx - corrected for angle | |
1190 | "IPad=" << padType << // pad type 0..2 | |
1191 | "xc=" << xcenter << // x center of chamber | |
1192 | "dedxQ.=" << &dedxQ << // dedxQ - total charge | |
1193 | "dedxM.=" << &dedxM << // dedxM - maximal charge | |
1194 | "fraction=" << fraction << // fraction - order in statistic (0,1) | |
1195 | "fraction2=" << fraction2 << // fraction - order in statistic (0,1) | |
1196 | "dedge=" << dedge << // distance to the edge | |
1197 | "parY.=" << &parY << // line fit | |
1198 | "parZ.=" << &parZ << // line fit | |
1199 | "meanPos.=" << &meanPos << // mean position (dx, dx^2, y,y^2, z, z^2) | |
1200 | "\n"; | |
1201 | } | |
0d3279d4 | 1202 | |
1203 | (*fDebugStream) << "dEdxT" << | |
1204 | "P=" << momenta << // track momenta | |
1205 | "npoints="<<inonEdge<< // number of points | |
1206 | "sector="<<lastSector<< // sector number | |
1207 | "dedx=" << mdedx << // mean dedx - corrected for angle | |
1208 | "IPad=" << padType << // pad type 0..2 | |
1209 | "xc=" << xcenter << // x center of chamber | |
1210 | "dedxQ.=" << &dedxQ << // dedxQ - total charge | |
1211 | "dedxM.=" << &dedxM << // dedxM - maximal charge | |
1212 | "parY.=" << &parY << // line fit | |
1213 | "parZ.=" << &parZ << // line fit | |
1214 | "meanPos.=" << &meanPos << // mean position (dx, dx^2, y,y^2, z, z^2) | |
1215 | "\n"; | |
1216 | ||
1217 | sector = lastSector; | |
1218 | npoints = inonEdge; | |
10757ee9 | 1219 | return kTRUE; |
1220 | } | |
0d3279d4 | 1221 | |
1222 | void AliTPCcalibTracksGain::AddTracklet(UInt_t sector, UInt_t padType,TVectorD &dedxQ, TVectorD &dedxM,TVectorD& parY, TVectorD& parZ, TVectorD& meanPos){ | |
1223 | // | |
1224 | // Add measured point - dedx to the fitter | |
1225 | // | |
1226 | // | |
8076baa0 | 1227 | //chain->SetAlias("dr","(250-abs(meanPos.fElements[4]))/250"); |
0d3279d4 | 1228 | //chain->SetAlias("tz","(0+abs(parZ.fElements[1]))"); |
1229 | //chain->SetAlias("ty","(0+abs(parY.fElements[1]))"); | |
1230 | //chain->SetAlias("corrg","sqrt((1+ty^2)*(1+tz^2))"); | |
8076baa0 | 1231 | //expession fast - TString *strq0 = toolkit.FitPlane(chain,"dedxQ.fElements[2]","dr++ty++tz++dr*ty++dr*tz++ty*tz++ty^2++tz^2","IPad==0",chi2,npoints,param,covar,0,100000); |
0d3279d4 | 1232 | |
1233 | Double_t xxx[100]; | |
1234 | // | |
1235 | // z and angular part | |
1236 | // | |
8076baa0 | 1237 | |
1238 | xxx[0] = (250.-TMath::Abs(meanPos[4]))/250.; | |
0d3279d4 | 1239 | xxx[1] = TMath::Abs(parY[1]); |
1240 | xxx[2] = TMath::Abs(parZ[1]); | |
1241 | xxx[3] = xxx[0]*xxx[1]; | |
1242 | xxx[4] = xxx[0]*xxx[2]; | |
1243 | xxx[5] = xxx[1]*xxx[2]; | |
1244 | xxx[6] = xxx[0]*xxx[0]; | |
8076baa0 | 1245 | xxx[7] = xxx[1]*xxx[1]; |
1246 | xxx[8] = xxx[2]*xxx[2]; | |
0d3279d4 | 1247 | // |
1248 | // chamber part | |
1249 | // | |
1250 | Int_t tsector = sector%36; | |
1251 | for (Int_t i=0;i<35;i++){ | |
8076baa0 | 1252 | xxx[9+i]=(i==tsector)?1:0; |
0d3279d4 | 1253 | } |
1254 | TLinearFitter *fitterM = fFitter0M; | |
1255 | if (padType==1) fitterM=fFitter1M; | |
1256 | if (padType==2) fitterM=fFitter2M; | |
1257 | fitterM->AddPoint(xxx,dedxM[1]); | |
1258 | // | |
1259 | TLinearFitter *fitterT = fFitter0T; | |
1260 | if (padType==1) fitterT = fFitter1T; | |
1261 | if (padType==2) fitterT = fFitter2T; | |
1262 | fitterT->AddPoint(xxx,dedxQ[1]); | |
1263 | } | |
8076baa0 | 1264 | |
1265 | ||
1266 | TGraph *AliTPCcalibTracksGain::CreateAmpGraph(Int_t ipad, Bool_t qmax){ | |
1267 | // | |
1268 | // create the amplitude graph | |
1269 | // The normalized amplitudes are extrapolated to the 0 angle (y,z) and 0 drift length | |
1270 | // | |
1271 | ||
1272 | TVectorD vec; | |
1273 | if (qmax){ | |
1274 | if (ipad==0) fFitter0M->GetParameters(vec); | |
1275 | if (ipad==1) fFitter1M->GetParameters(vec); | |
1276 | if (ipad==2) fFitter2M->GetParameters(vec); | |
1277 | }else{ | |
1278 | if (ipad==0) fFitter0T->GetParameters(vec); | |
1279 | if (ipad==1) fFitter1T->GetParameters(vec); | |
1280 | if (ipad==2) fFitter2T->GetParameters(vec); | |
1281 | } | |
1282 | ||
1283 | Float_t amp[36]; | |
1284 | Float_t sec[36]; | |
1285 | for (Int_t i=0;i<35;i++){ | |
1286 | sec[i]=i; | |
1287 | amp[i]=vec[10+i]+vec[0]; | |
1288 | } | |
1289 | amp[35]=vec[0]; | |
1290 | Float_t mean = TMath::Mean(36,amp); | |
1291 | for (Int_t i=0;i<36;i++){ | |
1292 | sec[i]=i; | |
1293 | amp[i]=(amp[i]-mean)/mean; | |
1294 | } | |
1295 | TGraph *gr = new TGraph(36,sec,amp); | |
1296 | return gr; | |
1297 | } | |
1298 | ||
1299 | ||
1300 | void AliTPCcalibTracksGain::UpdateClusterParam(AliTPCClusterParam* clparam){ | |
1301 | // | |
1302 | // SetQ normalization parameters | |
1303 | // | |
1304 | // void SetQnorm(Int_t ipad, Int_t itype, TVectorD * norm); | |
1305 | ||
1306 | TVectorD vec; | |
1307 | // | |
1308 | fFitter0T->GetParameters(vec); | |
1309 | clparam->SetQnorm(0,0,&vec); | |
1310 | fFitter1T->GetParameters(vec); | |
1311 | clparam->SetQnorm(1,0,&vec); | |
1312 | fFitter2T->GetParameters(vec); | |
1313 | clparam->SetQnorm(2,0,&vec); | |
1314 | // | |
1315 | fFitter0M->GetParameters(vec); | |
1316 | clparam->SetQnorm(0,1,&vec); | |
1317 | fFitter1M->GetParameters(vec); | |
1318 | clparam->SetQnorm(1,1,&vec); | |
1319 | fFitter2M->GetParameters(vec); | |
1320 | clparam->SetQnorm(2,1,&vec); | |
1321 | // | |
1322 | ||
1323 | } | |
b8601924 | 1324 | |
1325 | ||
1326 | void AliTPCcalibTracksGain::Analyze(){ | |
1327 | ||
1328 | Evaluate(); | |
1329 | ||
1330 | } | |
1331 | ||
1332 |