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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> | |
5b00528f | 119 | #include <TProfile.h> |
120 | #include <TProfile2D.h> | |
10757ee9 | 121 | |
122 | // | |
123 | // AliRoot includes | |
124 | // | |
125 | #include "AliMagF.h" | |
126 | #include "AliMathBase.h" | |
127 | // | |
128 | #include "AliTPCROC.h" | |
129 | #include "AliTPCParamSR.h" | |
130 | #include "AliTPCCalROC.h" | |
131 | #include "AliTPCCalPad.h" | |
8076baa0 | 132 | #include "AliTPCClusterParam.h" |
10757ee9 | 133 | // |
134 | #include "AliTracker.h" | |
135 | #include "AliESD.h" | |
136 | #include "AliESDtrack.h" | |
137 | #include "AliESDfriend.h" | |
138 | #include "AliESDfriendTrack.h" | |
139 | #include "AliTPCseed.h" | |
140 | #include "AliTPCclusterMI.h" | |
141 | #include "AliTPCcalibTracksCuts.h" | |
142 | #include "AliTPCFitPad.h" | |
143 | ||
144 | // REMOVE ALL OF THIS | |
145 | #include <TTree.h> | |
146 | #include "AliESDEvent.h" | |
147 | ||
148 | /* | |
149 | ||
150 | TFile f("TPCCalibTracksGain.root") | |
151 | ||
152 | gSystem->Load("libPWG1.so") | |
153 | AliTreeDraw comp | |
154 | comp.SetTree(dEdx) | |
155 | Double_t chi2; | |
156 | TVectorD vec(3) | |
157 | TMatrixD mat(3,3) | |
158 | TString * str = comp.FitPlane("Cl.fQ/dedxQ.fElements[0]","Cl.fY++Cl.fX","Cl.fDetector<36",chi2,vec,mat) | |
159 | ||
160 | */ | |
161 | ||
162 | ClassImp(AliTPCcalibTracksGain) | |
163 | ||
164 | const Bool_t AliTPCcalibTracksGain::fgkUseTotalCharge = kTRUE; | |
165 | const Double_t AliTPCcalibTracksGain::fgkM = 25.; | |
166 | const char* AliTPCcalibTracksGain::fgkDebugStreamFileName = "TPCCalibTracksGain.root"; | |
167 | AliTPCParamSR* AliTPCcalibTracksGain::fgTPCparam = new AliTPCParamSR(); | |
168 | ||
169 | AliTPCcalibTracksGain::AliTPCcalibTracksGain() : | |
b8601924 | 170 | AliTPCcalibBase(), |
0d3279d4 | 171 | fCuts(0), // cuts that are used for sieving the tracks used for calibration |
172 | // | |
173 | // Simple Array of histograms | |
174 | // | |
175 | fArrayQM(0), // Qmax normalized | |
176 | fArrayQT(0), // Qtot normalized | |
177 | fProfileArrayQM(0), // Qmax normalized versus local X | |
178 | fProfileArrayQT(0), // Qtot normalized versus local X | |
179 | fProfileArrayQM2D(0), // Qmax normalized versus local X and phi | |
180 | fProfileArrayQT2D(0), // Qtot normalized versus local X and phi | |
181 | // | |
182 | // Fitters | |
183 | // | |
184 | fSimpleFitter(0), // simple fitter for short pads | |
185 | fSqrtFitter(0), // sqrt fitter for medium pads | |
186 | fLogFitter(0), // log fitter for long pads | |
187 | fFitter0M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
188 | fFitter1M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
189 | fFitter2M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
190 | fFitter0T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
191 | fFitter1T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
192 | fFitter2T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
193 | fSingleSectorFitter(0), // just for debugging | |
194 | // | |
195 | // Counters | |
196 | // | |
197 | fTotalTracks(0), // just for debugging | |
198 | fAcceptedTracks(0), // just for debugging | |
199 | fDebugCalPadRaw(0), // just for debugging | |
200 | fDebugCalPadCorr(0), // just for debugging | |
201 | fPrevIter(0) // the calibration object in its previous iteration (will not be owned by the new object, don't forget to delete it!) | |
202 | ||
10757ee9 | 203 | { |
204 | // | |
205 | // Default constructor. | |
206 | // | |
207 | } | |
208 | ||
209 | AliTPCcalibTracksGain::AliTPCcalibTracksGain(const AliTPCcalibTracksGain& obj) : | |
b8601924 | 210 | AliTPCcalibBase(obj), |
0d3279d4 | 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 | fCuts(0), // cuts that are used for sieving the tracks used for calibration |
f1c2a4a3 | 271 | fArrayQM(0), // Qmax normalized |
272 | fArrayQT(0), // Qtot normalized | |
0d3279d4 | 273 | // |
274 | // Simple Histograms | |
275 | // | |
276 | fProfileArrayQM(0), // Qmax normalized versus local X | |
277 | fProfileArrayQT(0), // Qtot normalized versus local X | |
278 | fProfileArrayQM2D(0), // Qmax normalized versus local X and phi | |
279 | fProfileArrayQT2D(0), // Qtot normalized versus local X and phi | |
280 | // | |
281 | // Fitters | |
282 | // | |
283 | fSimpleFitter(0), // simple fitter for short pads | |
284 | fSqrtFitter(0), // sqrt fitter for medium pads | |
285 | fLogFitter(0), // log fitter for long pads | |
286 | fFitter0M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
287 | fFitter1M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
288 | fFitter2M(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
289 | fFitter0T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
290 | fFitter1T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
291 | fFitter2T(0), // fitting of the atenuation, angular correction, and mean chamber gain | |
292 | fSingleSectorFitter(0), // just for debugging | |
293 | // | |
294 | // Counters | |
295 | // | |
296 | fTotalTracks(0), // just for debugging | |
297 | fAcceptedTracks(0), // just for debugging | |
298 | fDebugCalPadRaw(0), // just for debugging | |
299 | fDebugCalPadCorr(0), // just for debugging | |
300 | fPrevIter(0) // the calibration object in its previous iteration (will not be owned by the new object, don't forget to delete it!) | |
301 | ||
10757ee9 | 302 | { |
303 | // | |
304 | // Constructor. | |
0d3279d4 | 305 | // |
10757ee9 | 306 | G__SetCatchException(0); |
b8601924 | 307 | this->SetNameTitle(name, title); |
10757ee9 | 308 | fCuts = cuts; |
10757ee9 | 309 | fPrevIter = prevIter; |
0d3279d4 | 310 | // |
311 | // Fitter initialization | |
312 | // | |
10757ee9 | 313 | fSimpleFitter = new AliTPCFitPad(8, "hyp7", ""); |
314 | fSqrtFitter = new AliTPCFitPad(8, "hyp7", ""); | |
315 | fLogFitter = new AliTPCFitPad(8, "hyp7", ""); | |
316 | fSingleSectorFitter = new AliTPCFitPad(8, "hyp7", ""); | |
8076baa0 | 317 | // |
318 | fFitter0M = new TLinearFitter(45,"hyp44"); | |
319 | fFitter1M = new TLinearFitter(45,"hyp44"); | |
320 | fFitter2M = new TLinearFitter(45,"hyp44"); | |
321 | fFitter0T = new TLinearFitter(45,"hyp44"); | |
322 | fFitter1T = new TLinearFitter(45,"hyp44"); | |
323 | fFitter2T = new TLinearFitter(45,"hyp44"); | |
0d3279d4 | 324 | // |
cbc19295 | 325 | // |
326 | fFitter0M->StoreData(kFALSE); | |
327 | fFitter1M->StoreData(kFALSE); | |
328 | fFitter2M->StoreData(kFALSE); | |
329 | fFitter0T->StoreData(kFALSE); | |
330 | fFitter1T->StoreData(kFALSE); | |
331 | fFitter2T->StoreData(kFALSE); | |
332 | // | |
0d3279d4 | 333 | // |
334 | // Add profile histograms -JUST for visualization - Not used for real calibration | |
335 | // | |
336 | // | |
337 | fArrayQM=new TObjArray(73); // Qmax normalized | |
338 | fArrayQT=new TObjArray(73); // Qtot normalized | |
339 | fProfileArrayQM = new TObjArray(37); // Qmax normalized versus local X | |
340 | fProfileArrayQT = new TObjArray(37); // Qtot normalized versus local X | |
341 | fProfileArrayQM2D = new TObjArray(37); // Qmax normalized versus local X and phi | |
342 | fProfileArrayQT2D = new TObjArray(37); // Qtot normalized versus local X and phi | |
343 | char hname[1000]; | |
344 | for (Int_t i=0; i<73; i++){ | |
345 | sprintf(hname,"QM_%d",i); | |
346 | fArrayQM->AddAt(new TH1F(hname,hname,200,0,1000),i); | |
347 | sprintf(hname,"QT_%d",i); | |
348 | fArrayQT->AddAt(new TH1F(hname,hname,200,0,1000),i); | |
349 | } | |
10757ee9 | 350 | |
0d3279d4 | 351 | for (Int_t i=0; i<37;i++){ |
352 | sprintf(hname,"QMvsx_%d",i); | |
353 | fProfileArrayQM->AddAt(new TProfile(hname,hname,50,89,250),i); | |
354 | sprintf(hname,"QTvsx_%d",i); | |
355 | fProfileArrayQT->AddAt(new TProfile(hname,hname,50,89,250),i); | |
356 | sprintf(hname,"QM2D_%d",i); | |
357 | fProfileArrayQM2D->AddAt(new TProfile2D(hname,hname,50,89,250,10,-0.15,0.15),i); | |
358 | sprintf(hname,"QT2D_%d",i); | |
359 | fProfileArrayQT2D->AddAt(new TProfile2D(hname,hname,50,89,250,10,-0.15,0.15),i); | |
360 | } | |
361 | // | |
362 | // just for debugging -counters | |
363 | // | |
10757ee9 | 364 | fTotalTracks = 0; |
365 | fAcceptedTracks = 0; | |
366 | fDebugCalPadRaw = new AliTPCCalPad("DebugCalPadRaw", "All clusters simply added up before correction"); | |
0d3279d4 | 367 | fDebugCalPadCorr = new AliTPCCalPad("DebugCalPadCorr", "All clusters simply added up after correction"); |
10757ee9 | 368 | // this will be gone for the a new ROOT version > v5-17-05 |
369 | for (UInt_t i = 0; i < 36; i++) { | |
370 | fNShortClusters[i] = 0; | |
371 | fNMediumClusters[i] = 0; | |
372 | fNLongClusters[i] = 0; | |
373 | } | |
374 | } | |
375 | ||
376 | AliTPCcalibTracksGain::~AliTPCcalibTracksGain() { | |
377 | // | |
378 | // Destructor. | |
379 | // | |
380 | ||
381 | Info("Destructor",""); | |
382 | if (fSimpleFitter) delete fSimpleFitter; | |
383 | if (fSqrtFitter) delete fSqrtFitter; | |
384 | if (fLogFitter) delete fLogFitter; | |
385 | if (fSingleSectorFitter) delete fSingleSectorFitter; | |
386 | ||
10757ee9 | 387 | if (fDebugCalPadRaw) delete fDebugCalPadRaw; |
388 | if (fDebugCalPadCorr) delete fDebugCalPadCorr; | |
389 | } | |
390 | ||
391 | void AliTPCcalibTracksGain::Terminate(){ | |
392 | // | |
393 | // Evaluate fitters and close the debug stream. | |
394 | // Also move or copy the debug stream, if a debugStreamPrefix is provided. | |
395 | // | |
396 | ||
397 | Evaluate(); | |
ae28e92e | 398 | AliTPCcalibBase::Terminate(); |
10757ee9 | 399 | } |
400 | ||
10757ee9 | 401 | |
10757ee9 | 402 | |
403 | void AliTPCcalibTracksGain::Process(AliTPCseed* seed) { | |
404 | // | |
405 | // Main method to be called when a new seed is supposed to be processed | |
406 | // and be used for gain calibration. Its quality is checked before it | |
407 | // is added. | |
408 | // | |
409 | ||
410 | fTotalTracks++; | |
b8601924 | 411 | if (!fCuts->AcceptTrack(seed)) return; |
10757ee9 | 412 | fAcceptedTracks++; |
413 | AddTrack(seed); | |
414 | } | |
415 | ||
416 | Long64_t AliTPCcalibTracksGain::Merge(TCollection *list) { | |
417 | // | |
418 | // Merge() merges the results of all AliTPCcalibTracksGain objects contained in | |
419 | // list, thus allowing a distributed computation of several files, e.g. on PROOF. | |
420 | // The merged results are merged with the data members of the AliTPCcalibTracksGain | |
421 | // object used for calling the Merge method. | |
422 | // The return value is 0 /*the total number of tracks used for calibration*/ if the merge | |
423 | // is successful, otherwise it is -1. | |
424 | // | |
425 | ||
426 | if (!list || list->IsEmpty()) return -1; | |
427 | ||
428 | if (!fSimpleFitter) fSimpleFitter = new AliTPCFitPad(8, "hyp7", ""); | |
429 | if (!fSqrtFitter) fSqrtFitter = new AliTPCFitPad(8, "hyp7", ""); | |
430 | if (!fLogFitter) fLogFitter = new AliTPCFitPad(8, "hyp7", ""); | |
431 | if (!fSingleSectorFitter) fSingleSectorFitter = new AliTPCFitPad(8, "hyp7", ""); | |
432 | ||
10757ee9 | 433 | |
434 | // just for debugging | |
0d3279d4 | 435 | if (!fDebugCalPadRaw) fDebugCalPadRaw = new AliTPCCalPad("DebugCalPadRaw", "All clusters simply added up before correction"); |
436 | if (!fDebugCalPadCorr) fDebugCalPadCorr = new AliTPCCalPad("DebugCalPadCorr", "All clusters simply added up after correction"); | |
10757ee9 | 437 | |
438 | TIterator* iter = list->MakeIterator(); | |
439 | AliTPCcalibTracksGain* cal = 0; | |
440 | ||
441 | while ((cal = (AliTPCcalibTracksGain*)iter->Next())) { | |
442 | if (!cal->InheritsFrom(AliTPCcalibTracksGain::Class())) { | |
443 | Error("Merge","Attempt to add object of class %s to a %s", cal->ClassName(), this->ClassName()); | |
444 | return -1; | |
445 | } | |
0d3279d4 | 446 | |
10757ee9 | 447 | Add(cal); |
448 | } | |
449 | return 0; | |
450 | } | |
451 | ||
452 | void AliTPCcalibTracksGain::Add(AliTPCcalibTracksGain* cal) { | |
453 | // | |
454 | // Adds another AliTPCcalibTracksGain object to this object. | |
455 | // | |
456 | ||
457 | fSimpleFitter->Add(cal->fSimpleFitter); | |
458 | fSqrtFitter->Add(cal->fSqrtFitter); | |
459 | fLogFitter->Add(cal->fLogFitter); | |
460 | fSingleSectorFitter->Add(cal->fSingleSectorFitter); | |
0d3279d4 | 461 | // |
462 | // | |
463 | // | |
464 | fFitter0M->Add(cal->fFitter0M); | |
465 | fFitter1M->Add(cal->fFitter1M); | |
466 | fFitter2M->Add(cal->fFitter2M); | |
467 | fFitter0T->Add(cal->fFitter0T); | |
468 | fFitter1T->Add(cal->fFitter1T); | |
469 | fFitter2T->Add(cal->fFitter2T); | |
470 | // | |
471 | // | |
472 | // histograms | |
473 | // | |
474 | for (Int_t i=0; i<73; i++){ | |
475 | TH1F *his,*hism; | |
476 | his = (TH1F*)fArrayQM->At(i); | |
477 | hism = (TH1F*)cal->fArrayQM->At(i); | |
478 | if (his && hism) his->Add(hism); | |
479 | his = (TH1F*)fArrayQT->At(i); | |
480 | hism = (TH1F*)cal->fArrayQT->At(i); | |
481 | if (his && hism) his->Add(hism); | |
482 | } | |
483 | // | |
484 | // | |
485 | for (Int_t i=0; i<37; i++){ | |
486 | TProfile *his,*hism; | |
487 | his = (TProfile*)fProfileArrayQM->At(i); | |
488 | hism = (TProfile*)cal->fProfileArrayQM->At(i); | |
489 | if (his && hism) his->Add(hism); | |
490 | his = (TProfile*)fProfileArrayQT->At(i); | |
491 | hism = (TProfile*)cal->fProfileArrayQT->At(i); | |
492 | if (his && hism) his->Add(hism); | |
493 | } | |
494 | // | |
495 | // | |
496 | for (Int_t i=0; i<37; i++){ | |
497 | TProfile2D *his,*hism; | |
498 | his = (TProfile2D*)fProfileArrayQM2D->At(i); | |
499 | hism = (TProfile2D*)cal->fProfileArrayQM2D->At(i); | |
500 | if (his && hism) his->Add(hism); | |
501 | his = (TProfile2D*)fProfileArrayQT2D->At(i); | |
502 | hism = (TProfile2D*)cal->fProfileArrayQT2D->At(i); | |
503 | if (his && hism) his->Add(hism); | |
504 | } | |
505 | // | |
10757ee9 | 506 | // this will be gone for the a new ROOT version > v5-17-05 |
507 | for (UInt_t iSegment = 0; iSegment < 36; iSegment++) { | |
508 | fNShortClusters[iSegment] += cal->fNShortClusters[iSegment]; | |
509 | fNMediumClusters[iSegment] += cal->fNMediumClusters[iSegment]; | |
510 | fNLongClusters[iSegment] += cal->fNLongClusters[iSegment]; | |
511 | } | |
512 | ||
513 | // just for debugging, remove me | |
514 | fTotalTracks += cal->fTotalTracks; | |
515 | fAcceptedTracks += cal->fAcceptedTracks; | |
516 | fDebugCalPadRaw->Add(cal->fDebugCalPadRaw); | |
517 | fDebugCalPadCorr->Add(cal->fDebugCalPadCorr); | |
518 | ||
10757ee9 | 519 | } |
520 | ||
521 | void AliTPCcalibTracksGain::AddTrack(AliTPCseed* seed) { | |
522 | // | |
523 | // The clusters making up the track (seed) are added to various fit functions. | |
524 | // See AddCluster(...) for more detail. | |
525 | // | |
526 | ||
0d3279d4 | 527 | DumpTrack(seed); |
528 | // | |
529 | // simple histograming part | |
530 | for (Int_t i=0; i<159; i++){ | |
531 | AliTPCclusterMI* cluster = seed->GetClusterPointer(i); | |
532 | if (cluster) AddCluster(cluster); | |
533 | } | |
10757ee9 | 534 | } |
535 | ||
0d3279d4 | 536 | void AliTPCcalibTracksGain::AddCluster(AliTPCclusterMI* cluster){ |
537 | // | |
538 | // Adding cluster information to the simple histograms | |
539 | // No correction, fittings are applied | |
540 | // | |
541 | Float_t kThreshold=5; | |
542 | if (cluster->GetX()<=0) return; | |
543 | if (cluster->GetQ()<=kThreshold) return; | |
544 | // | |
545 | ||
546 | ||
547 | Int_t sector = cluster->GetDetector(); | |
548 | TH1F * his; | |
549 | his = GetQT(sector); | |
550 | if (his) his->Fill(cluster->GetQ()); | |
551 | his = GetQT(-1); | |
552 | if (his) his->Fill(cluster->GetQ()); | |
553 | his = GetQM(sector); | |
554 | if (his) his->Fill(cluster->GetMax()); | |
555 | his = GetQM(-1); | |
556 | if (his) his->Fill(cluster->GetMax()); | |
557 | // | |
558 | sector = sector%36; | |
559 | TProfile *prof; | |
560 | prof = GetProfileQT(sector); | |
561 | if (prof) prof->Fill(cluster->GetX(),cluster->GetQ()); | |
562 | prof = GetProfileQT(-1); | |
563 | if (prof) prof->Fill(cluster->GetX(),cluster->GetQ()); | |
564 | prof = GetProfileQM(sector); | |
565 | if (prof) prof->Fill(cluster->GetX(),cluster->GetMax()); | |
566 | prof = GetProfileQM(-1); | |
567 | if (prof) prof->Fill(cluster->GetX(),cluster->GetMax()); | |
568 | // | |
569 | Float_t phi = cluster->GetY()/cluster->GetX(); | |
570 | TProfile2D *prof2; | |
571 | prof2 = GetProfileQT2D(sector); | |
572 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetQ()); | |
573 | prof2 = GetProfileQT2D(-1); | |
574 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetQ()); | |
575 | prof2 = GetProfileQM2D(sector); | |
576 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetMax()); | |
577 | prof2 = GetProfileQM2D(-1); | |
578 | if (prof2) prof2->Fill(cluster->GetX(),phi,cluster->GetMax()); | |
579 | ||
580 | // | |
581 | } | |
582 | ||
583 | ||
584 | ||
f1c2a4a3 | 585 | void AliTPCcalibTracksGain::AddCluster(AliTPCclusterMI* cluster, Float_t /*momenta*/, Float_t/* mdedx*/, Int_t padType, |
586 | Float_t xcenter, TVectorD& dedxQ, TVectorD& /*dedxM*/, Float_t /*fraction*/, Float_t fraction2, Float_t dedge, | |
587 | TVectorD& /*parY*/, TVectorD& /*parZ*/, TVectorD& meanPos) { | |
10757ee9 | 588 | // |
589 | // Adds cluster to the appropriate fitter for later analysis. | |
590 | // The charge used for the fit is the maximum charge for this specific cluster or the | |
591 | // accumulated charge per cluster, depending on the value of fgkUseTotalCharge. | |
592 | // Depending on the pad size where the cluster is registered, the value will be put in | |
593 | // the appropriate fitter. Furthermore, for each pad size three different types of fitters | |
594 | // are used. The fit functions are the same for all fitters (parabolic functions), but the value | |
595 | // added to each fitter is different. The simple fitter gets the charge plugged in as is, the sqrt fitter | |
596 | // gets the square root of the charge, and the log fitter gets fgkM*(1+q/fgkM), where q is the original charge | |
597 | // and fgkM==25. | |
598 | // | |
599 | ||
600 | if (!cluster) { | |
601 | Error("AddCluster", "Cluster not valid."); | |
602 | return; | |
603 | } | |
604 | ||
605 | if (dedge < 3.) return; | |
606 | if (fraction2 > 0.7) return; | |
607 | ||
608 | //Int_t padType = GetPadType(cluster->GetX()); | |
609 | Double_t xx[7]; | |
610 | //Double_t centerPad[2] = {0}; | |
611 | //AliTPCFitPad::GetPadRegionCenterLocal(padType, centerPad); | |
612 | //xx[0] = cluster->GetX() - centerPad[0]; | |
613 | //xx[1] = cluster->GetY() - centerPad[1]; | |
614 | xx[0] = cluster->GetX() - xcenter; | |
615 | xx[1] = cluster->GetY(); | |
616 | xx[2] = xx[0] * xx[0]; | |
617 | xx[3] = xx[1] * xx[1]; | |
618 | xx[4] = xx[0] * xx[1]; | |
619 | xx[5] = TMath::Abs(cluster->GetZ()) - TMath::Abs(meanPos[4]); | |
620 | xx[6] = xx[5] * xx[5]; | |
0d3279d4 | 621 | // |
622 | // Update profile histograms | |
623 | // | |
10757ee9 | 624 | |
0d3279d4 | 625 | // |
626 | // Update fitters | |
627 | // | |
10757ee9 | 628 | Int_t segment = cluster->GetDetector() % 36; |
629 | Double_t q = fgkUseTotalCharge ? ((Double_t)(cluster->GetQ())) : ((Double_t)(cluster->GetMax())); // note: no normalization to pad size! | |
630 | ||
631 | // just for debugging | |
632 | Int_t row = 0; | |
633 | Int_t pad = 0; | |
634 | GetRowPad(cluster->GetX(), cluster->GetY(), row, pad); | |
635 | fDebugCalPadRaw->GetCalROC(cluster->GetDetector())->SetValue(row, pad, q + fDebugCalPadRaw->GetCalROC(cluster->GetDetector())->GetValue(row, pad)); | |
636 | ||
637 | // correct charge by normalising to mean charge per track | |
638 | q /= dedxQ[2]; | |
639 | ||
640 | // just for debugging | |
641 | fDebugCalPadCorr->GetCalROC(cluster->GetDetector())->SetValue(row, pad, q + fDebugCalPadCorr->GetCalROC(cluster->GetDetector())->GetValue(row, pad)); | |
642 | ||
643 | Double_t sqrtQ = TMath::Sqrt(q); | |
644 | Double_t logQ = fgkM * TMath::Log(1 + q / fgkM); | |
645 | fSimpleFitter->GetFitter(segment, padType)->AddPoint(xx, q); | |
646 | fSqrtFitter->GetFitter(segment, padType)->AddPoint(xx, sqrtQ); | |
647 | fLogFitter->GetFitter(segment, padType)->AddPoint(xx, logQ); | |
648 | fSingleSectorFitter->GetFitter(0, padType)->AddPoint(xx, q); | |
649 | ||
650 | // this will be gone for the a new ROOT version > v5-17-05 | |
651 | if (padType == kShortPads) | |
652 | fNShortClusters[segment]++; | |
0d3279d4 | 653 | if (padType == kMediumPads) |
10757ee9 | 654 | fNMediumClusters[segment]++; |
0d3279d4 | 655 | if (padType == kLongPads) |
10757ee9 | 656 | fNLongClusters[segment]++; |
657 | } | |
658 | ||
659 | void AliTPCcalibTracksGain::Evaluate(Bool_t robust, Double_t frac) { | |
660 | // | |
661 | // Evaluates all fitters contained in this object. | |
662 | // If the robust option is set to kTRUE a robust fit is performed with frac as | |
663 | // the minimal fraction of good points (see TLinearFitter::EvalRobust for details). | |
664 | // Beware: Robust fitting is much slower! | |
665 | // | |
666 | ||
667 | fSimpleFitter->Evaluate(robust, frac); | |
668 | fSqrtFitter->Evaluate(robust, frac); | |
669 | fLogFitter->Evaluate(robust, frac); | |
670 | fSingleSectorFitter->Evaluate(robust, frac); | |
0d3279d4 | 671 | fFitter0M->Eval(); |
672 | fFitter1M->Eval(); | |
673 | fFitter2M->Eval(); | |
674 | fFitter0T->Eval(); | |
675 | fFitter1T->Eval(); | |
676 | fFitter2T->Eval(); | |
10757ee9 | 677 | } |
678 | ||
679 | AliTPCCalPad* AliTPCcalibTracksGain::CreateFitCalPad(UInt_t fitType, Bool_t undoTransformation, Bool_t normalizeToPadSize) { | |
680 | // | |
681 | // Creates the calibration object AliTPCcalPad using fitted parameterization | |
682 | // | |
683 | TObjArray tpc(72); | |
684 | for (UInt_t iSector = 0; iSector < 72; iSector++) | |
685 | tpc.Add(CreateFitCalROC(iSector, fitType, undoTransformation, normalizeToPadSize)); | |
686 | return new AliTPCCalPad(&tpc); | |
687 | } | |
688 | ||
689 | AliTPCCalROC* AliTPCcalibTracksGain::CreateFitCalROC(UInt_t sector, UInt_t fitType, Bool_t undoTransformation, Bool_t normalizeToPadSize) { | |
690 | // | |
691 | // Create the AliTPCCalROC with the values per pad | |
692 | // sector - sector of interest | |
693 | // fitType - | |
694 | // | |
695 | ||
696 | TVectorD par(8); | |
697 | if (sector < 36) { | |
698 | GetParameters(sector % 36, 0, fitType, par); | |
699 | return CreateFitCalROC(sector, 0, par, fitType, undoTransformation, normalizeToPadSize); | |
700 | } | |
701 | else { | |
702 | GetParameters(sector % 36, 1, fitType, par); | |
703 | AliTPCCalROC* roc1 = CreateFitCalROC(sector, 1, par, fitType, undoTransformation, normalizeToPadSize); | |
704 | GetParameters(sector % 36, 2, fitType, par); | |
705 | AliTPCCalROC* roc2 = CreateFitCalROC(sector, 2, par, fitType, undoTransformation, normalizeToPadSize); | |
706 | AliTPCCalROC* roc3 = CreateCombinedCalROC(roc1, roc2); | |
707 | delete roc1; | |
708 | delete roc2; | |
709 | return roc3; | |
710 | } | |
711 | } | |
712 | ||
713 | AliTPCCalROC* AliTPCcalibTracksGain::CreateFitCalROC(UInt_t sector, UInt_t padType, TVectorD &fitParam, UInt_t fitType, Bool_t undoTransformation, Bool_t normalizeToPadSize) { | |
714 | // | |
715 | // This function is essentially a copy of AliTPCCalROC::CreateGlobalFitCalROC(...), with the | |
716 | // modifications, that the center of the region of same pad size is used as the origin | |
717 | // of the fit function instead of the center of the ROC. | |
718 | // The possibility of a linear fit is removed as well because it is not needed. | |
719 | // Only values for pads with the given pad size are calculated, the rest is 0. | |
720 | // Set undoTransformation for undoing the transformation that was applied to the | |
721 | // charge values before they were put into the fitter (thus allowing comparison to the original | |
722 | // charge values). For fitType use 0 for the simple fitter, 1 for the sqrt fitter, 2 for the log fitter. | |
723 | // If normalizeToPadSize is true, the values are normalized to the pad size. | |
724 | // Please be aware, that you even need to specify the fitType if you want to normalize to the pad size without | |
725 | // undoing the transformation (because normalizing involves undoing the trafo first, then normalizing, then | |
726 | // applying the trafo again). | |
727 | // Please note: The normalization to the pad size is a simple linear scaling with the pad length, which | |
728 | // actually doesn't describe reality! | |
729 | // | |
730 | ||
731 | Float_t dlx, dly; | |
732 | Double_t centerPad[2] = {0}; | |
733 | Float_t localXY[3] = {0}; | |
734 | AliTPCROC* tpcROC = AliTPCROC::Instance(); | |
735 | if ((padType == 0 && sector >= tpcROC->GetNInnerSector()) || (padType > 0 && sector < tpcROC->GetNInnerSector()) || sector >= tpcROC->GetNSector()) | |
736 | return 0; | |
737 | AliTPCCalROC* lROCfitted = new AliTPCCalROC(sector); | |
738 | //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 | |
739 | UInt_t startRow = 0; | |
740 | UInt_t endRow = 0; | |
741 | switch (padType) { | |
742 | case kShortPads: | |
743 | startRow = 0; | |
744 | endRow = lROCfitted->GetNrows(); | |
745 | break; | |
746 | case kMediumPads: | |
747 | startRow = 0; | |
748 | endRow = 64; | |
749 | break; | |
750 | case kLongPads: | |
751 | startRow = 64; | |
752 | endRow = lROCfitted->GetNrows(); | |
753 | break; | |
754 | } | |
755 | ||
756 | AliTPCFitPad::GetPadRegionCenterLocal(padType, centerPad); | |
757 | Double_t value = 0; | |
758 | for (UInt_t irow = startRow; irow < endRow; irow++) { | |
759 | for (UInt_t ipad = 0; ipad < lROCfitted->GetNPads(irow); ipad++) { | |
760 | tpcROC->GetPositionLocal(sector, irow, ipad, localXY); // calculate position localXY by pad and row number | |
761 | dlx = localXY[0] - centerPad[0]; | |
762 | dly = localXY[1] - centerPad[1]; | |
763 | value = fitParam[0] + fitParam[1]*dlx + fitParam[2]*dly + fitParam[3]*dlx*dlx + fitParam[4]*dly*dly + fitParam[5]*dlx*dly; | |
764 | ||
765 | // Let q' = value be the transformed value without any pad size corrections, | |
766 | // let T be the transformation and let l be the pad size | |
767 | // 1) don't undo transformation, don't normalize: return q' | |
768 | // 2) undo transformation, don't normalize: return T^{-1} q' | |
769 | // 3) undo transformation, normalize: return (T^{-1} q') / l | |
770 | // 4) don't undo transformation, normalize: return T((T^{-1} q') / l) | |
771 | if (!undoTransformation && !normalizeToPadSize) {/* value remains unchanged */} // (1) | |
772 | else { // (2), (3), (4) | |
773 | //calculate T^{-1} | |
774 | switch (fitType) { | |
775 | case 0: /* value remains unchanged */ break; | |
776 | case 1: value = value * value; break; | |
777 | case 2: value = (TMath::Exp(value / fgkM) - 1) * fgkM; break; | |
778 | default: Error("CreateFitCalROC", "Wrong fit type."); break; | |
779 | } | |
780 | if (normalizeToPadSize) value /= GetPadLength(localXY[0]); // (3) | |
781 | } | |
782 | if (!undoTransformation && normalizeToPadSize) { // (4) | |
783 | // calculate T | |
784 | switch (fitType) { | |
785 | case 0: /* value remains unchanged */ break; | |
786 | case 1: value = TMath::Sqrt(value); break; | |
787 | case 2: value = fgkM * TMath::Log(1 + value / fgkM); break; | |
788 | default: Error("CreateFitCalROC", "Wrong fit type."); break; | |
789 | } | |
790 | } | |
791 | lROCfitted->SetValue(irow, ipad, value); | |
792 | } | |
793 | } | |
794 | return lROCfitted; | |
795 | } | |
796 | ||
797 | AliTPCCalROC* AliTPCcalibTracksGain::CreateCombinedCalROC(const AliTPCCalROC* roc1, const AliTPCCalROC* roc2) { | |
798 | // | |
799 | // Combines the medium pad size values of roc1 with the long pad size values of roc2 into a new | |
800 | // AliTPCCalROC. Returns a null pointer if any one of the ROCs is an IROC; issues a warning message | |
801 | // if the sectors of roc1 and roc2 don't match, but still continue and use the sector of roc1 as the | |
802 | // sector of the new ROC. | |
803 | // | |
804 | ||
805 | if (!roc1 || !roc2) return 0; | |
806 | if ((Int_t)(roc1->GetSector()) < fgTPCparam->GetNInnerSector()) return 0; | |
807 | if ((Int_t)(roc2->GetSector()) < fgTPCparam->GetNInnerSector()) return 0; | |
808 | if (roc1->GetSector() != roc2->GetSector()) Warning("CreateCombinedCalROC", "Sector number mismatch."); | |
809 | AliTPCCalROC* roc = new AliTPCCalROC(roc1->GetSector()); | |
810 | ||
811 | for (UInt_t iRow = 0; iRow < 64; iRow++) { | |
812 | for (UInt_t iPad = 0; iPad < roc->GetNPads(iRow); iPad++) | |
813 | roc->SetValue(iRow, iPad, roc1->GetValue(iRow, iPad)); | |
814 | } | |
815 | for (UInt_t iRow = 64; iRow < roc->GetNrows(); iRow++) { | |
816 | for (UInt_t iPad = 0; iPad < roc->GetNPads(iRow); iPad++) | |
817 | roc->SetValue(iRow, iPad, roc2->GetValue(iRow, iPad)); | |
818 | } | |
819 | return roc; | |
820 | } | |
821 | ||
822 | void AliTPCcalibTracksGain::GetParameters(UInt_t segment, UInt_t padType, UInt_t fitType, TVectorD &fitParam) { | |
823 | // | |
824 | // Puts the fit parameters for the specified segment (IROC & OROC), padType and fitType | |
825 | // into the fitParam TVectorD (which should contain 8 elements). | |
826 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
827 | // Note: The fitter has to be evaluated first! | |
828 | // | |
829 | ||
830 | GetFitter(segment, padType, fitType)->GetParameters(fitParam); | |
831 | } | |
832 | ||
833 | void AliTPCcalibTracksGain::GetErrors(UInt_t segment, UInt_t padType, UInt_t fitType, TVectorD &fitError) { | |
834 | // | |
835 | // Puts the fit parameter errors for the specified segment (IROC & OROC), padType and fitType | |
836 | // into the fitError TVectorD (which should contain 8 elements). | |
837 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
838 | // Note: The fitter has to be evaluated first! | |
839 | // | |
840 | ||
841 | GetFitter(segment, padType, fitType)->GetErrors(fitError); | |
842 | fitError *= TMath::Sqrt(GetRedChi2(segment, padType, fitType)); | |
843 | } | |
844 | ||
845 | Double_t AliTPCcalibTracksGain::GetRedChi2(UInt_t segment, UInt_t padType, UInt_t fitType) { | |
846 | // | |
847 | // Returns the reduced chi^2 value for the specified segment, padType and fitType. | |
848 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
849 | // Note: The fitter has to be evaluated first! | |
850 | // | |
851 | ||
852 | // this will be gone for the a new ROOT version > v5-17-05 | |
853 | Int_t lNClusters = 0; | |
854 | switch (padType) { | |
855 | case kShortPads: | |
856 | lNClusters = fNShortClusters[segment]; | |
857 | break; | |
858 | case kMediumPads: | |
859 | lNClusters = fNMediumClusters[segment]; | |
860 | break; | |
861 | case kLongPads: | |
862 | lNClusters = fNLongClusters[segment]; | |
863 | break; | |
864 | } | |
865 | return GetFitter(segment, padType, fitType)->GetChisquare()/(lNClusters - 8); | |
866 | } | |
867 | ||
868 | void AliTPCcalibTracksGain::GetCovarianceMatrix(UInt_t segment, UInt_t padType, UInt_t fitType, TMatrixD& covMatrix) { | |
869 | // | |
870 | // Returns the covariance matrix for the specified segment, padType, fitType. | |
871 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
872 | // | |
873 | ||
874 | GetFitter(segment, padType, fitType)->GetCovarianceMatrix(covMatrix); | |
875 | } | |
876 | ||
877 | TLinearFitter* AliTPCcalibTracksGain::GetFitter(UInt_t segment, UInt_t padType, UInt_t fitType) { | |
878 | // | |
879 | // Returns the TLinearFitter object for the specified segment, padType, fitType. | |
880 | // padType is one of kShortPads, kMediumPads, kLongPads. fitType is one of kSimpleFitter, kSqrtFitter, kLogFitter. | |
881 | // | |
882 | ||
883 | switch (fitType) { | |
884 | case kSimpleFitter: | |
885 | return fSimpleFitter->GetFitter(segment, padType); | |
886 | case kSqrtFitter: | |
887 | return fSqrtFitter->GetFitter(segment, padType); | |
888 | case kLogFitter: | |
889 | return fLogFitter->GetFitter(segment, padType); | |
890 | case 3: | |
891 | return fSingleSectorFitter->GetFitter(0, padType); | |
892 | } | |
893 | return 0; | |
894 | } | |
895 | ||
896 | Double_t AliTPCcalibTracksGain::GetPadLength(Double_t lx) { | |
897 | // | |
898 | // The function returns 0.75 for an IROC, 1. for an OROC at medium pad size position, | |
899 | // 1.5 for an OROC at long pad size position, -1 if out of bounds. | |
900 | // | |
901 | ||
902 | Double_t irocLow = fgTPCparam->GetPadRowRadiiLow(0) - fgTPCparam->GetInnerPadPitchLength()/2; | |
903 | Double_t irocUp = fgTPCparam->GetPadRowRadiiLow(fgTPCparam->GetNRowLow()-1) + fgTPCparam->GetInnerPadPitchLength()/2; | |
904 | Double_t orocLow1 = fgTPCparam->GetPadRowRadiiUp(0) - fgTPCparam->GetOuter1PadPitchLength()/2; | |
905 | Double_t orocUp1 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()-1) + fgTPCparam->GetOuter1PadPitchLength()/2; | |
906 | Double_t orocLow2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()) - fgTPCparam->GetOuter2PadPitchLength()/2; | |
907 | Double_t orocUp2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp()-1) + fgTPCparam->GetOuter2PadPitchLength()/2; | |
908 | ||
909 | // if IROC | |
910 | if (lx >= irocLow && lx <= irocUp) return 0.75; | |
911 | // if OROC medium pads | |
912 | if (lx >= orocLow1 && lx <= orocUp1) return 1.; | |
913 | // if OROC long pads | |
914 | if (lx >= orocLow2 && lx <= orocUp2) return 1.5; | |
915 | // if out of bounds | |
916 | return -1; | |
917 | } | |
918 | ||
919 | Int_t AliTPCcalibTracksGain::GetPadType(Double_t lx) { | |
920 | // | |
921 | // The function returns 0 for an IROC, 1 for an OROC at medium pad size position, | |
922 | // 2 for an OROC at long pad size position, -1 if out of bounds. | |
923 | // | |
924 | ||
925 | if (GetPadLength(lx) == 0.75) return 0; | |
926 | else if (GetPadLength(lx) == 1.) return 1; | |
927 | else if (GetPadLength(lx) == 1.5) return 2; | |
928 | return -1; | |
929 | } | |
930 | ||
931 | // ONLY FOR DEBUGGING PURPOSES - REMOVE ME WHEN NOT NEEDED ANYMORE | |
932 | Bool_t AliTPCcalibTracksGain::GetRowPad(Double_t lx, Double_t ly, Int_t& row, Int_t& pad) { | |
933 | // | |
934 | // Calculate the row and pad number when the local coordinates are given. | |
935 | // Returns kFALSE if the position is out of range, otherwise return kTRUE. | |
936 | // WARNING: This function is preliminary and probably isn't very accurate!! | |
937 | // | |
938 | ||
939 | Double_t irocLow = fgTPCparam->GetPadRowRadiiLow(0) - fgTPCparam->GetInnerPadPitchLength()/2; | |
940 | //Double_t irocUp = fgTPCparam->GetPadRowRadiiLow(fgTPCparam->GetNRowLow()-1) + fgTPCparam->GetInnerPadPitchLength()/2; | |
941 | Double_t orocLow1 = fgTPCparam->GetPadRowRadiiUp(0) - fgTPCparam->GetOuter1PadPitchLength()/2; | |
942 | //Double_t orocUp1 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()-1) + fgTPCparam->GetOuter1PadPitchLength()/2; | |
943 | Double_t orocLow2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp1()) - fgTPCparam->GetOuter2PadPitchLength()/2; | |
944 | //Double_t orocUp2 = fgTPCparam->GetPadRowRadiiUp(fgTPCparam->GetNRowUp()-1) + fgTPCparam->GetOuter2PadPitchLength()/2; | |
945 | ||
946 | if (GetPadType(lx) == 0) { | |
947 | row = (Int_t)((lx - irocLow) / fgTPCparam->GetInnerPadPitchLength()); | |
948 | pad = (Int_t)((ly + fgTPCparam->GetYInner(row)) / fgTPCparam->GetInnerPadPitchWidth()); | |
949 | } else if (GetPadType(lx) == 1) { | |
950 | row = (Int_t)((lx - orocLow1) / fgTPCparam->GetOuter1PadPitchLength()); | |
951 | pad = (Int_t)((ly + fgTPCparam->GetYOuter(row)) / fgTPCparam->GetOuterPadPitchWidth()); | |
952 | } else if (GetPadType(lx) == 2) { | |
953 | row = fgTPCparam->GetNRowUp1() + (Int_t)((lx - orocLow2) / fgTPCparam->GetOuter2PadPitchLength()); | |
954 | pad = (Int_t)((ly + fgTPCparam->GetYOuter(row)) / fgTPCparam->GetOuterPadPitchWidth()); | |
955 | } | |
956 | else return kFALSE; | |
957 | return kTRUE; | |
958 | } | |
959 | ||
960 | void AliTPCcalibTracksGain::DumpTrack(AliTPCseed* track) { | |
961 | // | |
962 | // Dump track information to the debug stream | |
963 | // | |
964 | ||
10757ee9 | 965 | Int_t rows[200]; |
0d3279d4 | 966 | Int_t sector[3]; |
967 | Int_t npoints[3]; | |
968 | TVectorD dedxM[3]; | |
969 | TVectorD dedxQ[3]; | |
970 | TVectorD parY[3]; | |
971 | TVectorD parZ[3]; | |
972 | TVectorD meanPos[3]; | |
973 | // | |
974 | Int_t count=0; | |
10757ee9 | 975 | for (Int_t ipad = 0; ipad < 3; ipad++) { |
0d3279d4 | 976 | dedxM[ipad].ResizeTo(5); |
977 | dedxQ[ipad].ResizeTo(5); | |
978 | parY[ipad].ResizeTo(3); | |
979 | parZ[ipad].ResizeTo(3); | |
980 | meanPos[ipad].ResizeTo(6); | |
981 | Bool_t isOK = GetDedx(track, ipad, rows, sector[ipad], npoints[ipad], dedxM[ipad], dedxQ[ipad], parY[ipad], parZ[ipad], meanPos[ipad]); | |
982 | if (isOK) | |
983 | AddTracklet(sector[ipad],ipad, dedxQ[ipad], dedxM[ipad], parY[ipad], parZ[ipad], meanPos[ipad] ); | |
984 | if (isOK) count++; | |
10757ee9 | 985 | } |
ae28e92e | 986 | |
987 | TTreeSRedirector * cstream = GetDebugStreamer(); | |
988 | if (cstream){ | |
989 | (*cstream) << "Track" << | |
0d3279d4 | 990 | "Track.=" << track << // track information |
0d3279d4 | 991 | "\n"; |
ae28e92e | 992 | // |
993 | // | |
994 | // | |
995 | if ( GetStreamLevel()>1 && count>1){ | |
996 | (*cstream) << "TrackG" << | |
997 | "Track.=" << track << // track information | |
998 | "ncount="<<count<< | |
999 | // info for pad type 0 | |
1000 | "sector0="<<sector[0]<< | |
1001 | "npoints0="<<npoints[0]<< | |
1002 | "dedxM0.="<<&dedxM[0]<< | |
1003 | "dedxQ0.="<<&dedxQ[0]<< | |
1004 | "parY0.="<<&parY[0]<< | |
1005 | "parZ0.="<<&parZ[0]<< | |
1006 | "meanPos0.="<<&meanPos[0]<< | |
1007 | // | |
1008 | // info for pad type 1 | |
1009 | "sector1="<<sector[1]<< | |
1010 | "npoints1="<<npoints[1]<< | |
1011 | "dedxM1.="<<&dedxM[1]<< | |
1012 | "dedxQ1.="<<&dedxQ[1]<< | |
1013 | "parY1.="<<&parY[1]<< | |
1014 | "parZ1.="<<&parZ[1]<< | |
1015 | "meanPos1.="<<&meanPos[1]<< | |
1016 | // | |
1017 | // info for pad type 2 | |
1018 | "sector2="<<sector[2]<< | |
1019 | "npoints2="<<npoints[2]<< | |
1020 | "dedxM2.="<<&dedxM[2]<< | |
1021 | "dedxQ2.="<<&dedxQ[2]<< | |
1022 | "parY2.="<<&parY[2]<< | |
1023 | "parZ2.="<<&parZ[2]<< | |
1024 | "meanPos2.="<<&meanPos[2]<< | |
1025 | // | |
1026 | "\n"; | |
1027 | } | |
0d3279d4 | 1028 | } |
0d3279d4 | 1029 | } |
1030 | ||
f1c2a4a3 | 1031 | Bool_t AliTPCcalibTracksGain::GetDedx(AliTPCseed* track, Int_t padType, Int_t* /*rows*/, |
0d3279d4 | 1032 | Int_t §or, Int_t& npoints, |
1033 | TVectorD &dedxM, TVectorD &dedxQ, | |
1034 | TVectorD &parY, TVectorD &parZ, TVectorD&meanPos) | |
1035 | { | |
1036 | // | |
1037 | // GetDedx for given sector for given track | |
1038 | // padType - type of pads | |
1039 | // | |
1040 | ||
1041 | static TLinearFitter fitY(2, "pol1"); | |
1042 | static TLinearFitter fitZ(2, "pol1"); | |
1043 | // | |
1044 | // | |
10757ee9 | 1045 | Int_t firstRow = 0, lastRow = 0; |
1046 | Int_t minRow = 100; | |
1047 | Float_t xcenter = 0; | |
1048 | const Float_t ktany = TMath::Tan(TMath::DegToRad() * 10); | |
1049 | const Float_t kedgey = 4.; | |
1050 | if (padType == 0) { | |
1051 | firstRow = 0; | |
1052 | lastRow = fgTPCparam->GetNRowLow(); | |
1053 | xcenter = 108.47; | |
1054 | } | |
1055 | if (padType == 1) { | |
1056 | firstRow = fgTPCparam->GetNRowLow(); | |
1057 | lastRow = fgTPCparam->GetNRowLow() + fgTPCparam->GetNRowUp1(); | |
1058 | xcenter = 166.60; | |
1059 | } | |
1060 | if (padType == 2) { | |
1061 | firstRow = fgTPCparam->GetNRowLow() + fgTPCparam->GetNRowUp1(); | |
1062 | lastRow = fgTPCparam->GetNRowLow() + fgTPCparam->GetNRowUp(); | |
1063 | xcenter = 222.6; | |
1064 | } | |
1065 | minRow = (lastRow - firstRow) / 2; | |
1066 | // | |
1067 | // | |
1068 | Int_t nclusters = 0; | |
1069 | Int_t nclustersNE = 0; // number of not edge clusters | |
1070 | Int_t lastSector = -1; | |
1071 | Float_t amplitudeQ[100]; | |
1072 | Float_t amplitudeM[100]; | |
1073 | Int_t rowIn[100]; | |
1074 | Int_t index[100]; | |
1075 | // | |
0d3279d4 | 1076 | // |
10757ee9 | 1077 | fitY.ClearPoints(); |
1078 | fitZ.ClearPoints(); | |
10757ee9 | 1079 | |
1080 | for (Int_t iCluster = firstRow; iCluster < lastRow; iCluster++) { | |
1081 | AliTPCclusterMI* cluster = track->GetClusterPointer(iCluster); | |
1082 | if (cluster) { | |
1083 | Int_t detector = cluster->GetDetector() ; | |
1084 | if (lastSector == -1) lastSector = detector; | |
1085 | if (lastSector != detector) continue; | |
1086 | amplitudeQ[nclusters] = cluster->GetQ(); | |
1087 | amplitudeM[nclusters] = cluster->GetMax(); | |
1088 | rowIn[nclusters] = iCluster; | |
1089 | nclusters++; | |
1090 | Double_t dx = cluster->GetX() - xcenter; | |
1091 | Double_t y = cluster->GetY(); | |
1092 | Double_t z = cluster->GetZ(); | |
1093 | fitY.AddPoint(&dx, y); | |
1094 | fitZ.AddPoint(&dx, z); | |
1095 | meanPos[0] += dx; | |
1096 | meanPos[1] += dx; | |
1097 | meanPos[2] += y; | |
1098 | meanPos[3] += y*y; | |
1099 | meanPos[4] += z; | |
1100 | meanPos[5] += z*z; | |
1101 | if (TMath::Abs(cluster->GetY()) < cluster->GetX()*ktany - kedgey) nclustersNE++; | |
1102 | } | |
1103 | } | |
1104 | ||
1105 | if (nclusters < minRow / 2) return kFALSE; | |
1106 | if (nclustersNE < minRow / 2) return kFALSE; | |
1107 | for (Int_t i = 0; i < 6; i++) meanPos[i] /= Double_t(nclusters); | |
1108 | fitY.Eval(); | |
1109 | fitZ.Eval(); | |
1110 | fitY.GetParameters(parY); | |
1111 | fitZ.GetParameters(parZ); | |
1112 | // | |
1113 | // calculate truncated mean | |
1114 | // | |
1115 | TMath::Sort(nclusters, amplitudeQ, index, kFALSE); | |
0d3279d4 | 1116 | // |
1117 | // | |
1118 | // | |
10757ee9 | 1119 | Float_t ndedx[5]; |
1120 | for (Int_t i = 0; i < 5; i++) { | |
1121 | dedxQ[i] = 0; | |
1122 | dedxM[i] = 0; | |
1123 | ndedx[i] = 0; | |
1124 | } | |
1125 | // | |
1126 | // dedx calculation | |
1127 | // | |
1128 | Int_t inonEdge = 0; | |
1129 | for (Int_t i = 0; i < nclusters; i++) { | |
1130 | Int_t rowSorted = rowIn[index[i]]; | |
1131 | AliTPCclusterMI* cluster = track->GetClusterPointer(rowSorted); | |
1132 | ||
1133 | if (TMath::Abs(cluster->GetY()) > cluster->GetX()*ktany - kedgey) continue; //don't take edge clusters | |
1134 | inonEdge++; | |
1135 | if (inonEdge < nclustersNE * 0.5) { | |
1136 | ndedx[0]++; | |
1137 | dedxQ[0] += amplitudeQ[index[i]]; | |
1138 | dedxM[0] += amplitudeM[index[i]]; | |
1139 | } | |
1140 | if (inonEdge < nclustersNE * 0.6) { | |
1141 | ndedx[1]++; | |
1142 | dedxQ[1] += amplitudeQ[index[i]]; | |
1143 | dedxM[1] += amplitudeM[index[i]]; | |
1144 | } | |
1145 | if (inonEdge < nclustersNE * 0.7) { | |
1146 | ndedx[2]++; | |
1147 | dedxQ[2] += amplitudeQ[index[i]]; | |
1148 | dedxM[2] += amplitudeM[index[i]]; | |
1149 | } | |
1150 | if (inonEdge < nclustersNE * 0.8) { | |
1151 | ndedx[3]++; | |
1152 | dedxQ[3] += amplitudeQ[index[i]]; | |
1153 | dedxM[3] += amplitudeM[index[i]]; | |
1154 | } | |
1155 | if (inonEdge < nclustersNE * 0.9) { | |
1156 | ndedx[4]++; | |
1157 | dedxQ[4] += amplitudeQ[index[i]]; | |
1158 | dedxM[4] += amplitudeM[index[i]]; | |
1159 | } | |
1160 | } | |
1161 | for (Int_t i = 0; i < 5; i++) { | |
1162 | dedxQ[i] /= ndedx[i]; | |
1163 | dedxM[i] /= ndedx[i]; | |
1164 | } | |
ae28e92e | 1165 | TTreeSRedirector * cstream = GetDebugStreamer(); |
10757ee9 | 1166 | inonEdge = 0; |
0d3279d4 | 1167 | Float_t momenta = track->GetP(); |
1168 | Float_t mdedx = track->GetdEdx(); | |
10757ee9 | 1169 | for (Int_t i = 0; i < nclusters; i++) { |
1170 | Int_t rowSorted = rowIn[index[i]]; | |
1171 | AliTPCclusterMI* cluster = track->GetClusterPointer(rowSorted); | |
1172 | if (!cluster) { | |
1173 | printf("Problem\n"); | |
1174 | continue; | |
1175 | } | |
1176 | if (TMath::Abs(cluster->GetY()) < cluster->GetX()*ktany - kedgey) inonEdge++; | |
1177 | Float_t dedge = cluster->GetX()*ktany - TMath::Abs(cluster->GetY()); | |
1178 | Float_t fraction = Float_t(i) / Float_t(nclusters); | |
1179 | Float_t fraction2 = Float_t(inonEdge) / Float_t(nclustersNE); | |
10757ee9 | 1180 | |
1181 | AddCluster(cluster, momenta, mdedx, padType, xcenter, dedxQ, dedxM, fraction, fraction2, dedge, parY, parZ, meanPos); | |
1182 | ||
ae28e92e | 1183 | if (cstream) (*cstream) << "dEdx" << |
10757ee9 | 1184 | "Cl.=" << cluster << // cluster of interest |
1185 | "P=" << momenta << // track momenta | |
1186 | "dedx=" << mdedx << // mean dedx - corrected for angle | |
1187 | "IPad=" << padType << // pad type 0..2 | |
1188 | "xc=" << xcenter << // x center of chamber | |
1189 | "dedxQ.=" << &dedxQ << // dedxQ - total charge | |
1190 | "dedxM.=" << &dedxM << // dedxM - maximal charge | |
1191 | "fraction=" << fraction << // fraction - order in statistic (0,1) | |
1192 | "fraction2=" << fraction2 << // fraction - order in statistic (0,1) | |
1193 | "dedge=" << dedge << // distance to the edge | |
1194 | "parY.=" << &parY << // line fit | |
1195 | "parZ.=" << &parZ << // line fit | |
1196 | "meanPos.=" << &meanPos << // mean position (dx, dx^2, y,y^2, z, z^2) | |
1197 | "\n"; | |
1198 | } | |
0d3279d4 | 1199 | |
ae28e92e | 1200 | if (cstream) (*cstream) << "dEdxT" << |
0d3279d4 | 1201 | "P=" << momenta << // track momenta |
1202 | "npoints="<<inonEdge<< // number of points | |
1203 | "sector="<<lastSector<< // sector number | |
1204 | "dedx=" << mdedx << // mean dedx - corrected for angle | |
1205 | "IPad=" << padType << // pad type 0..2 | |
1206 | "xc=" << xcenter << // x center of chamber | |
1207 | "dedxQ.=" << &dedxQ << // dedxQ - total charge | |
1208 | "dedxM.=" << &dedxM << // dedxM - maximal charge | |
1209 | "parY.=" << &parY << // line fit | |
1210 | "parZ.=" << &parZ << // line fit | |
1211 | "meanPos.=" << &meanPos << // mean position (dx, dx^2, y,y^2, z, z^2) | |
1212 | "\n"; | |
1213 | ||
1214 | sector = lastSector; | |
1215 | npoints = inonEdge; | |
10757ee9 | 1216 | return kTRUE; |
1217 | } | |
0d3279d4 | 1218 | |
1219 | void AliTPCcalibTracksGain::AddTracklet(UInt_t sector, UInt_t padType,TVectorD &dedxQ, TVectorD &dedxM,TVectorD& parY, TVectorD& parZ, TVectorD& meanPos){ | |
1220 | // | |
1221 | // Add measured point - dedx to the fitter | |
1222 | // | |
1223 | // | |
8076baa0 | 1224 | //chain->SetAlias("dr","(250-abs(meanPos.fElements[4]))/250"); |
0d3279d4 | 1225 | //chain->SetAlias("tz","(0+abs(parZ.fElements[1]))"); |
1226 | //chain->SetAlias("ty","(0+abs(parY.fElements[1]))"); | |
1227 | //chain->SetAlias("corrg","sqrt((1+ty^2)*(1+tz^2))"); | |
8076baa0 | 1228 | //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 | 1229 | |
1230 | Double_t xxx[100]; | |
1231 | // | |
1232 | // z and angular part | |
1233 | // | |
8076baa0 | 1234 | |
1235 | xxx[0] = (250.-TMath::Abs(meanPos[4]))/250.; | |
0d3279d4 | 1236 | xxx[1] = TMath::Abs(parY[1]); |
1237 | xxx[2] = TMath::Abs(parZ[1]); | |
1238 | xxx[3] = xxx[0]*xxx[1]; | |
1239 | xxx[4] = xxx[0]*xxx[2]; | |
1240 | xxx[5] = xxx[1]*xxx[2]; | |
1241 | xxx[6] = xxx[0]*xxx[0]; | |
8076baa0 | 1242 | xxx[7] = xxx[1]*xxx[1]; |
1243 | xxx[8] = xxx[2]*xxx[2]; | |
0d3279d4 | 1244 | // |
1245 | // chamber part | |
1246 | // | |
1247 | Int_t tsector = sector%36; | |
1248 | for (Int_t i=0;i<35;i++){ | |
8076baa0 | 1249 | xxx[9+i]=(i==tsector)?1:0; |
0d3279d4 | 1250 | } |
1251 | TLinearFitter *fitterM = fFitter0M; | |
1252 | if (padType==1) fitterM=fFitter1M; | |
1253 | if (padType==2) fitterM=fFitter2M; | |
1254 | fitterM->AddPoint(xxx,dedxM[1]); | |
1255 | // | |
1256 | TLinearFitter *fitterT = fFitter0T; | |
1257 | if (padType==1) fitterT = fFitter1T; | |
1258 | if (padType==2) fitterT = fFitter2T; | |
1259 | fitterT->AddPoint(xxx,dedxQ[1]); | |
1260 | } | |
8076baa0 | 1261 | |
1262 | ||
1263 | TGraph *AliTPCcalibTracksGain::CreateAmpGraph(Int_t ipad, Bool_t qmax){ | |
1264 | // | |
1265 | // create the amplitude graph | |
1266 | // The normalized amplitudes are extrapolated to the 0 angle (y,z) and 0 drift length | |
1267 | // | |
1268 | ||
1269 | TVectorD vec; | |
1270 | if (qmax){ | |
1271 | if (ipad==0) fFitter0M->GetParameters(vec); | |
1272 | if (ipad==1) fFitter1M->GetParameters(vec); | |
1273 | if (ipad==2) fFitter2M->GetParameters(vec); | |
1274 | }else{ | |
1275 | if (ipad==0) fFitter0T->GetParameters(vec); | |
1276 | if (ipad==1) fFitter1T->GetParameters(vec); | |
1277 | if (ipad==2) fFitter2T->GetParameters(vec); | |
1278 | } | |
1279 | ||
1280 | Float_t amp[36]; | |
1281 | Float_t sec[36]; | |
1282 | for (Int_t i=0;i<35;i++){ | |
1283 | sec[i]=i; | |
1284 | amp[i]=vec[10+i]+vec[0]; | |
1285 | } | |
1286 | amp[35]=vec[0]; | |
1287 | Float_t mean = TMath::Mean(36,amp); | |
1288 | for (Int_t i=0;i<36;i++){ | |
1289 | sec[i]=i; | |
1290 | amp[i]=(amp[i]-mean)/mean; | |
1291 | } | |
1292 | TGraph *gr = new TGraph(36,sec,amp); | |
1293 | return gr; | |
1294 | } | |
1295 | ||
1296 | ||
1297 | void AliTPCcalibTracksGain::UpdateClusterParam(AliTPCClusterParam* clparam){ | |
1298 | // | |
1299 | // SetQ normalization parameters | |
1300 | // | |
1301 | // void SetQnorm(Int_t ipad, Int_t itype, TVectorD * norm); | |
1302 | ||
1303 | TVectorD vec; | |
1304 | // | |
1305 | fFitter0T->GetParameters(vec); | |
1306 | clparam->SetQnorm(0,0,&vec); | |
1307 | fFitter1T->GetParameters(vec); | |
1308 | clparam->SetQnorm(1,0,&vec); | |
1309 | fFitter2T->GetParameters(vec); | |
1310 | clparam->SetQnorm(2,0,&vec); | |
1311 | // | |
1312 | fFitter0M->GetParameters(vec); | |
1313 | clparam->SetQnorm(0,1,&vec); | |
1314 | fFitter1M->GetParameters(vec); | |
1315 | clparam->SetQnorm(1,1,&vec); | |
1316 | fFitter2M->GetParameters(vec); | |
1317 | clparam->SetQnorm(2,1,&vec); | |
1318 | // | |
1319 | ||
1320 | } | |
b8601924 | 1321 | |
1322 | ||
1323 | void AliTPCcalibTracksGain::Analyze(){ | |
1324 | ||
1325 | Evaluate(); | |
1326 | ||
1327 | } | |
1328 | ||
1329 |