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1 | /************************************************************************** | |
2 | * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. * | |
3 | * * | |
4 | * Author: The ALICE Off-line Project. * | |
5 | * Contributors are mentioned in the code where appropriate. * | |
6 | * * | |
7 | * Permission to use, copy, modify and distribute this software and its * | |
8 | * documentation strictly for non-commercial purposes is hereby granted * | |
9 | * without fee, provided that the above copyright notice appears in all * | |
10 | * copies and that both the copyright notice and this permission notice * | |
11 | * appear in the supporting documentation. The authors make no claims * | |
12 | * about the suitability of this software for any purpose. It is * | |
13 | * provided "as is" without express or implied warranty. * | |
14 | **************************************************************************/ | |
15 | ||
16 | /* $Id$ */ | |
17 | ||
18 | /* History of cvs commits: | |
19 | * | |
20 | * $Log$ | |
21 | * Revision 1.113 2007/08/07 14:12:03 kharlov | |
22 | * Quality assurance added (Yves Schutz) | |
23 | * | |
24 | * Revision 1.112 2007/07/11 13:43:30 hristov | |
25 | * New class AliESDEvent, backward compatibility with the old AliESD (Christian) | |
26 | * | |
27 | * Revision 1.111 2007/05/04 14:49:29 policheh | |
28 | * AliPHOSRecPoint inheritance from AliCluster | |
29 | * | |
30 | * Revision 1.110 2007/04/24 10:08:03 kharlov | |
31 | * Vertex extraction from GenHeader | |
32 | * | |
33 | * Revision 1.109 2007/04/18 09:34:05 kharlov | |
34 | * Geometry bug fixes | |
35 | * | |
36 | * Revision 1.108 2007/04/16 09:03:37 kharlov | |
37 | * Incedent angle correction fixed | |
38 | * | |
39 | * Revision 1.107 2007/04/02 15:00:16 cvetan | |
40 | * No more calls to gAlice in the reconstruction | |
41 | * | |
42 | * Revision 1.106 2007/04/01 15:40:15 kharlov | |
43 | * Correction for actual vertex position implemented | |
44 | * | |
45 | * Revision 1.105 2007/03/06 06:57:46 kharlov | |
46 | * DP:calculation of distance to CPV done in TSM | |
47 | * | |
48 | * Revision 1.104 2006/12/15 10:46:26 hristov | |
49 | * Using TMath::Abs instead of fabs | |
50 | * | |
51 | * Revision 1.103 2006/09/07 18:31:08 kharlov | |
52 | * Effective c++ corrections (T.Pocheptsov) | |
53 | * | |
54 | * Revision 1.102 2006/01/23 17:51:48 hristov | |
55 | * Using the recommended way of forward declarations for TVector and TMatrix (see v5-08-00 release notes). Additional clean-up | |
56 | * | |
57 | * Revision 1.101 2005/05/28 14:19:04 schutz | |
58 | * Compilation warnings fixed by T.P. | |
59 | * | |
60 | */ | |
61 | ||
62 | //_________________________________________________________________________ | |
63 | // Implementation version v1 of the PHOS particle identifier | |
64 | // Particle identification based on the | |
65 | // - RCPV: distance from CPV recpoint to EMCA recpoint. | |
66 | // - TOF | |
67 | // - PCA: Principal Components Analysis.. | |
68 | // The identified particle has an identification number corresponding | |
69 | // to a 9 bits number: | |
70 | // -Bit 0 to 2: bit set if RCPV > CpvEmcDistance (each bit corresponds | |
71 | // to a different efficiency-purity point of the photon identification) | |
72 | // -Bit 3 to 5: bit set if TOF < TimeGate (each bit corresponds | |
73 | // to a different efficiency-purity point of the photon identification) | |
74 | // -Bit 6 to 9: bit set if Principal Components are | |
75 | // inside an ellipse defined by the parameters a, b, c, x0 and y0. | |
76 | // (each bit corresponds to a different efficiency-purity point of the | |
77 | // photon identification) | |
78 | // The PCA (Principal components analysis) needs a file that contains | |
79 | // a previous analysis of the correlations between the particles. This | |
80 | // file is $ALICE_ROOT/PHOS/PCA8pa15_0.5-100.root. Analysis done for | |
81 | // energies between 0.5 and 100 GeV. | |
82 | // A calibrated energy is calculated. The energy of the reconstructed | |
83 | // cluster is corrected with the formula A + B * E + C * E^2, whose | |
84 | // parameters where obtained through the study of the reconstructed | |
85 | // energy distribution of monoenergetic photons. | |
86 | // | |
87 | // All the parameters (RCPV(2 rows-3 columns),TOF(1r-3c),PCA(5r-4c) | |
88 | // and calibration(1r-3c))are stored in a file called | |
89 | // $ALICE_ROOT/PHOS/Parameters.dat. Each time that AliPHOSPIDv1 is | |
90 | // initialized, this parameters are copied to a Matrix (9,4), a | |
91 | // TMatrixD object. | |
92 | // | |
93 | // use case: | |
94 | // root [0] AliPHOSPIDv1 * p = new AliPHOSPIDv1("galice1.root") | |
95 | // Warning in <TDatabasePDG::TDatabasePDG>: object already instantiated | |
96 | // // reading headers from file galice1.root and create RecParticles | |
97 | // TrackSegments and RecPoints are used | |
98 | // // set file name for the branch RecParticles | |
99 | // root [1] p->ExecuteTask("deb all time") | |
100 | // // available options | |
101 | // // "deb" - prints # of reconstructed particles | |
102 | // // "deb all" - prints # and list of RecParticles | |
103 | // // "time" - prints benchmarking results | |
104 | // | |
105 | // root [2] AliPHOSPIDv1 * p2 = new AliPHOSPIDv1("galice1.root","v1",kTRUE) | |
106 | // Warning in <TDatabasePDG::TDatabasePDG>: object already instantiated | |
107 | // //Split mode. | |
108 | // root [3] p2->ExecuteTask() | |
109 | // | |
110 | ||
111 | ||
112 | //*-- Author: Yves Schutz (SUBATECH) & Gines Martinez (SUBATECH) & | |
113 | // Gustavo Conesa April 2002 | |
114 | // PCA redesigned by Gustavo Conesa October 2002: | |
115 | // The way of using the PCA has changed. Instead of 2 | |
116 | // files with the PCA, each one with different energy ranges | |
117 | // of application, we use the wide one (0.5-100 GeV), and instead | |
118 | // of fixing 3 ellipses for different ranges of energy, it has been | |
119 | // studied the dependency of the ellipses parameters with the | |
120 | // energy, and they are implemented in the code as a funtion | |
121 | // of the energy. | |
122 | // | |
123 | // | |
124 | // | |
125 | // --- ROOT system --- | |
126 | ||
127 | ||
128 | // --- Standard library --- | |
129 | #include <TMatrixF.h> | |
130 | #include "TFormula.h" | |
131 | #include "TBenchmark.h" | |
132 | #include "TPrincipal.h" | |
133 | #include "TFile.h" | |
134 | #include "TSystem.h" | |
135 | #include "TVector3.h" | |
136 | ||
137 | // --- AliRoot header files --- | |
138 | //#include "AliLog.h" | |
139 | #include "AliPHOS.h" | |
140 | #include "AliPHOSPIDv1.h" | |
141 | #include "AliESDEvent.h" | |
142 | #include "AliESDVertex.h" | |
143 | #include "AliPHOSTrackSegment.h" | |
144 | #include "AliPHOSEmcRecPoint.h" | |
145 | #include "AliPHOSRecParticle.h" | |
146 | ||
147 | ClassImp( AliPHOSPIDv1) | |
148 | ||
149 | //____________________________________________________________________________ | |
150 | AliPHOSPIDv1::AliPHOSPIDv1() : | |
151 | AliPHOSPID(), | |
152 | fBayesian(kFALSE), | |
153 | fDefaultInit(kFALSE), | |
154 | fWrite(kFALSE), | |
155 | fFileNamePrincipalPhoton(), | |
156 | fFileNamePrincipalPi0(), | |
157 | fFileNameParameters(), | |
158 | fPrincipalPhoton(0), | |
159 | fPrincipalPi0(0), | |
160 | fX(0), | |
161 | fPPhoton(0), | |
162 | fPPi0(0), | |
163 | fParameters(0), | |
164 | fVtx(0.), | |
165 | fTFphoton(0), | |
166 | fTFpiong(0), | |
167 | fTFkaong(0), | |
168 | fTFkaonl(0), | |
169 | fTFhhadrong(0), | |
170 | fTFhhadronl(0), | |
171 | fDFmuon(0), | |
172 | fERecWeight(0), | |
173 | fChargedNeutralThreshold(0.), | |
174 | fTOFEnThreshold(0), | |
175 | fDispEnThreshold(0), | |
176 | fDispMultThreshold(0) | |
177 | { | |
178 | // default ctor | |
179 | ||
180 | InitParameters() ; | |
181 | fDefaultInit = kTRUE ; | |
182 | } | |
183 | ||
184 | //____________________________________________________________________________ | |
185 | AliPHOSPIDv1::AliPHOSPIDv1(const AliPHOSPIDv1 & pid ) : | |
186 | AliPHOSPID(pid), | |
187 | fBayesian(kFALSE), | |
188 | fDefaultInit(kFALSE), | |
189 | fWrite(kFALSE), | |
190 | fFileNamePrincipalPhoton(), | |
191 | fFileNamePrincipalPi0(), | |
192 | fFileNameParameters(), | |
193 | fPrincipalPhoton(0), | |
194 | fPrincipalPi0(0), | |
195 | fX(0), | |
196 | fPPhoton(0), | |
197 | fPPi0(0), | |
198 | fParameters(0), | |
199 | fVtx(0.), | |
200 | fTFphoton(0), | |
201 | fTFpiong(0), | |
202 | fTFkaong(0), | |
203 | fTFkaonl(0), | |
204 | fTFhhadrong(0), | |
205 | fTFhhadronl(0), | |
206 | fDFmuon(0), | |
207 | fERecWeight(0), | |
208 | fChargedNeutralThreshold(0.), | |
209 | fTOFEnThreshold(0), | |
210 | fDispEnThreshold(0), | |
211 | fDispMultThreshold(0) | |
212 | ||
213 | { | |
214 | // ctor | |
215 | InitParameters() ; | |
216 | ||
217 | } | |
218 | ||
219 | //____________________________________________________________________________ | |
220 | AliPHOSPIDv1::AliPHOSPIDv1(AliPHOSGeometry *geom): | |
221 | AliPHOSPID(geom), | |
222 | fBayesian(kFALSE), | |
223 | fDefaultInit(kFALSE), | |
224 | fWrite(kFALSE), | |
225 | fFileNamePrincipalPhoton(), | |
226 | fFileNamePrincipalPi0(), | |
227 | fFileNameParameters(), | |
228 | fPrincipalPhoton(0), | |
229 | fPrincipalPi0(0), | |
230 | fX(0), | |
231 | fPPhoton(0), | |
232 | fPPi0(0), | |
233 | fParameters(0), | |
234 | fVtx(0.), | |
235 | fTFphoton(0), | |
236 | fTFpiong(0), | |
237 | fTFkaong(0), | |
238 | fTFkaonl(0), | |
239 | fTFhhadrong(0), | |
240 | fTFhhadronl(0), | |
241 | fDFmuon(0), | |
242 | fERecWeight(0), | |
243 | fChargedNeutralThreshold(0.), | |
244 | fTOFEnThreshold(0), | |
245 | fDispEnThreshold(0), | |
246 | fDispMultThreshold(0) | |
247 | ||
248 | { | |
249 | //ctor with the indication on where to look for the track segments | |
250 | ||
251 | InitParameters() ; | |
252 | fDefaultInit = kFALSE ; | |
253 | } | |
254 | ||
255 | //____________________________________________________________________________ | |
256 | AliPHOSPIDv1::~AliPHOSPIDv1() | |
257 | { | |
258 | // dtor | |
259 | fPrincipalPhoton = 0; | |
260 | fPrincipalPi0 = 0; | |
261 | ||
262 | delete [] fX ; // Principal input | |
263 | delete [] fPPhoton ; // Photon Principal components | |
264 | delete [] fPPi0 ; // Pi0 Principal components | |
265 | ||
266 | delete fParameters; | |
267 | delete fTFphoton; | |
268 | delete fTFpiong; | |
269 | delete fTFkaong; | |
270 | delete fTFkaonl; | |
271 | delete fTFhhadrong; | |
272 | delete fTFhhadronl; | |
273 | delete fDFmuon; | |
274 | } | |
275 | ||
276 | //____________________________________________________________________________ | |
277 | void AliPHOSPIDv1::InitParameters() | |
278 | { | |
279 | // Initialize PID parameters | |
280 | fWrite = kTRUE ; | |
281 | fBayesian = kTRUE ; | |
282 | SetParameters() ; // fill the parameters matrix from parameters file | |
283 | ||
284 | // initialisation of response function parameters | |
285 | // Tof | |
286 | ||
287 | // // Photons | |
288 | // fTphoton[0] = 0.218 ; | |
289 | // fTphoton[1] = 1.55E-8 ; | |
290 | // fTphoton[2] = 5.05E-10 ; | |
291 | // fTFphoton = new TFormula("ToF response to photons" , "gaus") ; | |
292 | // fTFphoton->SetParameters( fTphoton[0], fTphoton[1], fTphoton[2]) ; | |
293 | ||
294 | // // Pions | |
295 | // //Gaus (0 to max probability) | |
296 | // fTpiong[0] = 0.0971 ; | |
297 | // fTpiong[1] = 1.58E-8 ; | |
298 | // fTpiong[2] = 5.69E-10 ; | |
299 | // fTFpiong = new TFormula("ToF response to pions" , "gaus") ; | |
300 | // fTFpiong->SetParameters( fTpiong[0], fTpiong[1], fTpiong[2]) ; | |
301 | ||
302 | // // Kaons | |
303 | // //Gaus (0 to max probability) | |
304 | // fTkaong[0] = 0.0542 ; | |
305 | // fTkaong[1] = 1.64E-8 ; | |
306 | // fTkaong[2] = 6.07E-10 ; | |
307 | // fTFkaong = new TFormula("ToF response to kaon" , "gaus") ; | |
308 | // fTFkaong->SetParameters( fTkaong[0], fTkaong[1], fTkaong[2]) ; | |
309 | // //Landau (max probability to inf) | |
310 | // fTkaonl[0] = 0.264 ; | |
311 | // fTkaonl[1] = 1.68E-8 ; | |
312 | // fTkaonl[2] = 4.10E-10 ; | |
313 | // fTFkaonl = new TFormula("ToF response to kaon" , "landau") ; | |
314 | // fTFkaonl->SetParameters( fTkaonl[0], fTkaonl[1], fTkaonl[2]) ; | |
315 | ||
316 | // //Heavy Hadrons | |
317 | // //Gaus (0 to max probability) | |
318 | // fThhadrong[0] = 0.0302 ; | |
319 | // fThhadrong[1] = 1.73E-8 ; | |
320 | // fThhadrong[2] = 9.52E-10 ; | |
321 | // fTFhhadrong = new TFormula("ToF response to heavy hadrons" , "gaus") ; | |
322 | // fTFhhadrong->SetParameters( fThhadrong[0], fThhadrong[1], fThhadrong[2]) ; | |
323 | // //Landau (max probability to inf) | |
324 | // fThhadronl[0] = 0.139 ; | |
325 | // fThhadronl[1] = 1.745E-8 ; | |
326 | // fThhadronl[2] = 1.00E-9 ; | |
327 | // fTFhhadronl = new TFormula("ToF response to heavy hadrons" , "landau") ; | |
328 | // fTFhhadronl->SetParameters( fThhadronl[0], fThhadronl[1], fThhadronl[2]) ; | |
329 | ||
330 | // Photons | |
331 | fTphoton[0] = 7.83E8 ; | |
332 | fTphoton[1] = 1.55E-8 ; | |
333 | fTphoton[2] = 5.09E-10 ; | |
334 | fTFphoton = new TFormula("ToF response to photons" , "gaus") ; | |
335 | fTFphoton->SetParameters( fTphoton[0], fTphoton[1], fTphoton[2]) ; | |
336 | ||
337 | // Pions | |
338 | //Gaus (0 to max probability) | |
339 | fTpiong[0] = 6.73E8 ; | |
340 | fTpiong[1] = 1.58E-8 ; | |
341 | fTpiong[2] = 5.87E-10 ; | |
342 | fTFpiong = new TFormula("ToF response to pions" , "gaus") ; | |
343 | fTFpiong->SetParameters( fTpiong[0], fTpiong[1], fTpiong[2]) ; | |
344 | ||
345 | // Kaons | |
346 | //Gaus (0 to max probability) | |
347 | fTkaong[0] = 3.93E8 ; | |
348 | fTkaong[1] = 1.64E-8 ; | |
349 | fTkaong[2] = 6.07E-10 ; | |
350 | fTFkaong = new TFormula("ToF response to kaon" , "gaus") ; | |
351 | fTFkaong->SetParameters( fTkaong[0], fTkaong[1], fTkaong[2]) ; | |
352 | //Landau (max probability to inf) | |
353 | fTkaonl[0] = 2.0E9 ; | |
354 | fTkaonl[1] = 1.68E-8 ; | |
355 | fTkaonl[2] = 4.10E-10 ; | |
356 | fTFkaonl = new TFormula("ToF response to kaon" , "landau") ; | |
357 | fTFkaonl->SetParameters( fTkaonl[0], fTkaonl[1], fTkaonl[2]) ; | |
358 | ||
359 | //Heavy Hadrons | |
360 | //Gaus (0 to max probability) | |
361 | fThhadrong[0] = 2.02E8 ; | |
362 | fThhadrong[1] = 1.73E-8 ; | |
363 | fThhadrong[2] = 9.52E-10 ; | |
364 | fTFhhadrong = new TFormula("ToF response to heavy hadrons" , "gaus") ; | |
365 | fTFhhadrong->SetParameters( fThhadrong[0], fThhadrong[1], fThhadrong[2]) ; | |
366 | //Landau (max probability to inf) | |
367 | fThhadronl[0] = 1.10E9 ; | |
368 | fThhadronl[1] = 1.74E-8 ; | |
369 | fThhadronl[2] = 1.00E-9 ; | |
370 | fTFhhadronl = new TFormula("ToF response to heavy hadrons" , "landau") ; | |
371 | fTFhhadronl->SetParameters( fThhadronl[0], fThhadronl[1], fThhadronl[2]) ; | |
372 | ||
373 | ||
374 | ||
375 | // Shower shape: dispersion gaussian parameters | |
376 | // Photons | |
377 | ||
378 | // fDphoton[0] = 4.62e-2; fDphoton[1] = 1.39e-2 ; fDphoton[2] = -3.80e-2;//constant | |
379 | // fDphoton[3] = 1.53 ; fDphoton[4] =-6.62e-2 ; fDphoton[5] = 0.339 ;//mean | |
380 | // fDphoton[6] = 6.89e-2; fDphoton[7] =-6.59e-2 ; fDphoton[8] = 0.194 ;//sigma | |
381 | ||
382 | // fDpi0[0] = 0.0586 ; fDpi0[1] = 1.06E-3 ; fDpi0[2] = 0. ;//constant | |
383 | // fDpi0[3] = 2.67 ; fDpi0[4] =-2.00E-2 ; fDpi0[5] = 9.37E-5 ;//mean | |
384 | // fDpi0[6] = 0.153 ; fDpi0[7] = 9.34E-4 ; fDpi0[8] =-1.49E-5 ;//sigma | |
385 | ||
386 | // fDhadron[0] = 1.61E-2 ; fDhadron[1] = 3.03E-3 ; fDhadron[2] = 1.01E-2 ;//constant | |
387 | // fDhadron[3] = 3.81 ; fDhadron[4] = 0.232 ; fDhadron[5] =-1.25 ;//mean | |
388 | // fDhadron[6] = 0.897 ; fDhadron[7] = 0.0987 ; fDhadron[8] =-0.534 ;//sigma | |
389 | ||
390 | fDphoton[0] = 1.5 ; fDphoton[1] = 0.49 ; fDphoton[2] =-1.7E-2 ;//constant | |
391 | fDphoton[3] = 1.5 ; fDphoton[4] = 4.0E-2 ; fDphoton[5] = 0.21 ;//mean | |
392 | fDphoton[6] = 4.8E-2 ; fDphoton[7] =-0.12 ; fDphoton[8] = 0.27 ;//sigma | |
393 | fDphoton[9] = 16.; //for E> fDphoton[9] parameters calculated at fDphoton[9] | |
394 | ||
395 | fDpi0[0] = 0.25 ; fDpi0[1] = 3.3E-2 ; fDpi0[2] =-1.0e-5 ;//constant | |
396 | fDpi0[3] = 1.50 ; fDpi0[4] = 398. ; fDpi0[5] = 12. ;//mean | |
397 | fDpi0[6] =-7.0E-2 ; fDpi0[7] =-524. ; fDpi0[8] = 22. ;//sigma | |
398 | fDpi0[9] = 110.; //for E> fDpi0[9] parameters calculated at fDpi0[9] | |
399 | ||
400 | fDhadron[0] = 6.5 ; fDhadron[1] =-5.3 ; fDhadron[2] = 1.5 ;//constant | |
401 | fDhadron[3] = 3.8 ; fDhadron[4] = 0.23 ; fDhadron[5] =-1.2 ;//mean | |
402 | fDhadron[6] = 0.88 ; fDhadron[7] = 9.3E-2 ; fDhadron[8] =-0.51 ;//sigma | |
403 | fDhadron[9] = 2.; //for E> fDhadron[9] parameters calculated at fDhadron[9] | |
404 | ||
405 | fDmuon[0] = 0.0631 ; | |
406 | fDmuon[1] = 1.4 ; | |
407 | fDmuon[2] = 0.0557 ; | |
408 | fDFmuon = new TFormula("Shower shape response to muons" , "landau") ; | |
409 | fDFmuon->SetParameters( fDmuon[0], fDmuon[1], fDmuon[2]) ; | |
410 | ||
411 | ||
412 | // x(CPV-EMC) distance gaussian parameters | |
413 | ||
414 | // fXelectron[0] = 8.06e-2 ; fXelectron[1] = 1.00e-2; fXelectron[2] =-5.14e-2;//constant | |
415 | // fXelectron[3] = 0.202 ; fXelectron[4] = 8.15e-3; fXelectron[5] = 4.55 ;//mean | |
416 | // fXelectron[6] = 0.334 ; fXelectron[7] = 0.186 ; fXelectron[8] = 4.32e-2;//sigma | |
417 | ||
418 | // //charged hadrons gaus | |
419 | // fXcharged[0] = 6.43e-3 ; fXcharged[1] =-4.19e-5; fXcharged[2] = 1.42e-3;//constant | |
420 | // fXcharged[3] = 2.75 ; fXcharged[4] =-0.40 ; fXcharged[5] = 1.68 ;//mean | |
421 | // fXcharged[6] = 3.135 ; fXcharged[7] =-9.41e-2; fXcharged[8] = 1.31e-2;//sigma | |
422 | ||
423 | // // z(CPV-EMC) distance gaussian parameters | |
424 | ||
425 | // fZelectron[0] = 8.22e-2 ; fZelectron[1] = 5.11e-3; fZelectron[2] =-3.05e-2;//constant | |
426 | // fZelectron[3] = 3.09e-2 ; fZelectron[4] = 5.87e-2; fZelectron[5] =-9.49e-2;//mean | |
427 | // fZelectron[6] = 0.263 ; fZelectron[7] =-9.02e-3; fZelectron[8] = 0.151 ;//sigma | |
428 | ||
429 | // //charged hadrons gaus | |
430 | ||
431 | // fZcharged[0] = 1.00e-2 ; fZcharged[1] = 2.82E-4 ; fZcharged[2] = 2.87E-3 ;//constant | |
432 | // fZcharged[3] =-4.68e-2 ; fZcharged[4] =-9.21e-3 ; fZcharged[5] = 4.91e-2 ;//mean | |
433 | // fZcharged[6] = 1.425 ; fZcharged[7] =-5.90e-2 ; fZcharged[8] = 5.07e-2 ;//sigma | |
434 | ||
435 | ||
436 | fXelectron[0] =-1.6E-2 ; fXelectron[1] = 0.77 ; fXelectron[2] =-0.15 ;//constant | |
437 | fXelectron[3] = 0.35 ; fXelectron[4] = 0.25 ; fXelectron[5] = 4.12 ;//mean | |
438 | fXelectron[6] = 0.30 ; fXelectron[7] = 0.11 ; fXelectron[8] = 0.16 ;//sigma | |
439 | fXelectron[9] = 3.; //for E> fXelectron[9] parameters calculated at fXelectron[9] | |
440 | ||
441 | //charged hadrons gaus | |
442 | fXcharged[0] = 0.14 ; fXcharged[1] =-3.0E-2 ; fXcharged[2] = 0 ;//constant | |
443 | fXcharged[3] = 1.4 ; fXcharged[4] =-9.3E-2 ; fXcharged[5] = 1.4 ;//mean | |
444 | fXcharged[6] = 5.7 ; fXcharged[7] = 0.27 ; fXcharged[8] =-1.8 ;//sigma | |
445 | fXcharged[9] = 1.2; //for E> fXcharged[9] parameters calculated at fXcharged[9] | |
446 | ||
447 | // z(CPV-EMC) distance gaussian parameters | |
448 | ||
449 | fZelectron[0] = 0.49 ; fZelectron[1] = 0.53 ; fZelectron[2] =-9.8E-2 ;//constant | |
450 | fZelectron[3] = 2.8E-2 ; fZelectron[4] = 5.0E-2 ; fZelectron[5] =-8.2E-2 ;//mean | |
451 | fZelectron[6] = 0.25 ; fZelectron[7] =-1.7E-2 ; fZelectron[8] = 0.17 ;//sigma | |
452 | fZelectron[9] = 3.; //for E> fZelectron[9] parameters calculated at fZelectron[9] | |
453 | ||
454 | //charged hadrons gaus | |
455 | ||
456 | fZcharged[0] = 0.46 ; fZcharged[1] =-0.65 ; fZcharged[2] = 0.52 ;//constant | |
457 | fZcharged[3] = 1.1E-2 ; fZcharged[4] = 0. ; fZcharged[5] = 0. ;//mean | |
458 | fZcharged[6] = 0.60 ; fZcharged[7] =-8.2E-2 ; fZcharged[8] = 0.45 ;//sigma | |
459 | fZcharged[9] = 1.2; //for E> fXcharged[9] parameters calculated at fXcharged[9] | |
460 | ||
461 | //Threshold to differentiate between charged and neutral | |
462 | fChargedNeutralThreshold = 1e-5; | |
463 | fTOFEnThreshold = 2; //Maximum energy to use TOF | |
464 | fDispEnThreshold = 0.5; //Minimum energy to use shower shape | |
465 | fDispMultThreshold = 3; //Minimum multiplicity to use shower shape | |
466 | ||
467 | //Weight to hadrons recontructed energy | |
468 | ||
469 | fERecWeightPar[0] = 0.32 ; | |
470 | fERecWeightPar[1] = 3.8 ; | |
471 | fERecWeightPar[2] = 5.4E-3 ; | |
472 | fERecWeightPar[3] = 5.6E-2 ; | |
473 | fERecWeight = new TFormula("Weight for hadrons" , "[0]*exp(-x*[1])+[2]*exp(-x*[3])") ; | |
474 | fERecWeight ->SetParameters(fERecWeightPar[0],fERecWeightPar[1] ,fERecWeightPar[2] ,fERecWeightPar[3]) ; | |
475 | ||
476 | ||
477 | for (Int_t i =0; i< AliPID::kSPECIESN ; i++) | |
478 | fInitPID[i] = 1.; | |
479 | ||
480 | } | |
481 | ||
482 | //________________________________________________________________________ | |
483 | void AliPHOSPIDv1::TrackSegments2RecParticles(Option_t *option) | |
484 | { | |
485 | // Steering method to perform particle reconstruction and identification | |
486 | // for the event range from fFirstEvent to fLastEvent. | |
487 | ||
488 | if(strstr(option,"tim")) | |
489 | gBenchmark->Start("PHOSPID"); | |
490 | ||
491 | if(strstr(option,"print")) { | |
492 | Print() ; | |
493 | return ; | |
494 | } | |
495 | ||
496 | if(fTrackSegments && //Skip events, where no track segments made | |
497 | fTrackSegments->GetEntriesFast()) { | |
498 | ||
499 | GetVertex() ; | |
500 | MakeRecParticles() ; | |
501 | ||
502 | if(fBayesian) | |
503 | MakePID() ; | |
504 | ||
505 | if(strstr(option,"deb")) | |
506 | PrintRecParticles(option) ; | |
507 | } | |
508 | ||
509 | if(strstr(option,"deb")) | |
510 | PrintRecParticles(option); | |
511 | if(strstr(option,"tim")){ | |
512 | gBenchmark->Stop("PHOSPID"); | |
513 | AliInfo(Form("took %f seconds for PID", | |
514 | gBenchmark->GetCpuTime("PHOSPID"))); | |
515 | } | |
516 | } | |
517 | ||
518 | //________________________________________________________________________ | |
519 | Double_t AliPHOSPIDv1::GausF(Double_t x, Double_t y, Double_t * par) | |
520 | { | |
521 | //Given the energy x and the parameter y (tof, shower dispersion or cpv-emc distance), | |
522 | //this method returns a density probability of this parameter, given by a gaussian | |
523 | //function whose parameters depend with the energy with a function: a/(x*x)+b/x+b | |
524 | //Float_t xorg = x; | |
525 | if (x > par[9]) x = par[9]; | |
526 | ||
527 | //Double_t cnt = par[1] / (x*x) + par[2] / x + par[0] ; | |
528 | Double_t cnt = par[0] + par[1] * x + par[2] * x * x ; | |
529 | Double_t mean = par[4] / (x*x) + par[5] / x + par[3] ; | |
530 | Double_t sigma = par[7] / (x*x) + par[8] / x + par[6] ; | |
531 | ||
532 | // if(xorg > 30) | |
533 | // cout<<"En_in = "<<xorg<<"; En_out = "<<x<<"; cnt = "<<cnt | |
534 | // <<"; mean = "<<mean<<"; sigma = "<<sigma<<endl; | |
535 | ||
536 | // Double_t arg = - (y-mean) * (y-mean) / (2*sigma*sigma) ; | |
537 | // return cnt * TMath::Exp(arg) ; | |
538 | if(TMath::Abs(sigma) > 1.e-10){ | |
539 | return cnt*TMath::Gaus(y,mean,sigma); | |
540 | } | |
541 | else | |
542 | return 0.; | |
543 | ||
544 | } | |
545 | //________________________________________________________________________ | |
546 | Double_t AliPHOSPIDv1::GausPol2(Double_t x, Double_t y, Double_t * par) | |
547 | { | |
548 | //Given the energy x and the parameter y (tof, shower dispersion or cpv-emc distance), | |
549 | //this method returns a density probability of this parameter, given by a gaussian | |
550 | //function whose parameters depend with the energy like second order polinomial | |
551 | ||
552 | Double_t cnt = par[0] + par[1] * x + par[2] * x * x ; | |
553 | Double_t mean = par[3] + par[4] * x + par[5] * x * x ; | |
554 | Double_t sigma = par[6] + par[7] * x + par[8] * x * x ; | |
555 | ||
556 | if(TMath::Abs(sigma) > 1.e-10){ | |
557 | return cnt*TMath::Gaus(y,mean,sigma); | |
558 | } | |
559 | else | |
560 | return 0.; | |
561 | ||
562 | ||
563 | ||
564 | } | |
565 | ||
566 | //____________________________________________________________________________ | |
567 | const TString AliPHOSPIDv1::GetFileNamePrincipal(TString particle) const | |
568 | { | |
569 | //Get file name that contains the PCA for a particle ("photon or pi0") | |
570 | particle.ToLower(); | |
571 | TString name; | |
572 | if (particle=="photon") | |
573 | name = fFileNamePrincipalPhoton ; | |
574 | else if (particle=="pi0" ) | |
575 | name = fFileNamePrincipalPi0 ; | |
576 | else | |
577 | AliError(Form("Wrong particle name: %s (choose from pi0/photon)\n", | |
578 | particle.Data())); | |
579 | return name; | |
580 | } | |
581 | ||
582 | //____________________________________________________________________________ | |
583 | Float_t AliPHOSPIDv1::GetParameterCalibration(Int_t i) const | |
584 | { | |
585 | // Get the i-th parameter "Calibration" | |
586 | Float_t param = 0.; | |
587 | if (i>2 || i<0) { | |
588 | AliError(Form("Invalid parameter number: %d",i)); | |
589 | } else | |
590 | param = (*fParameters)(0,i); | |
591 | return param; | |
592 | } | |
593 | ||
594 | //____________________________________________________________________________ | |
595 | Float_t AliPHOSPIDv1::GetCalibratedEnergy(Float_t e) const | |
596 | { | |
597 | // It calibrates Energy depending on the recpoint energy. | |
598 | // The energy of the reconstructed cluster is corrected with | |
599 | // the formula A + B* E + C* E^2, whose parameters where obtained | |
600 | // through the study of the reconstructed energy distribution of | |
601 | // monoenergetic photons. | |
602 | ||
603 | if(!fEnergyCorrectionOn) return e; | |
604 | ||
605 | Float_t p[]={0.,0.,0.}; | |
606 | for (Int_t i=0; i<3; i++) p[i] = GetParameterCalibration(i); | |
607 | Float_t enerec = p[0] + p[1]*e + p[2]*e*e; | |
608 | return enerec ; | |
609 | ||
610 | } | |
611 | ||
612 | //____________________________________________________________________________ | |
613 | Float_t AliPHOSPIDv1::GetParameterCpv2Emc(Int_t i, TString axis) const | |
614 | { | |
615 | // Get the i-th parameter "CPV-EMC distance" for the specified axis | |
616 | Float_t param = 0.; | |
617 | if(i>2 || i<0) { | |
618 | AliError(Form("Invalid parameter number: %d",i)); | |
619 | } else { | |
620 | axis.ToLower(); | |
621 | if (axis == "x") | |
622 | param = (*fParameters)(1,i); | |
623 | else if (axis == "z") | |
624 | param = (*fParameters)(2,i); | |
625 | else { | |
626 | AliError(Form("Invalid axis name: %s",axis.Data())); | |
627 | } | |
628 | } | |
629 | return param; | |
630 | } | |
631 | ||
632 | //____________________________________________________________________________ | |
633 | Float_t AliPHOSPIDv1::GetCpv2EmcDistanceCut(TString axis, Float_t e) const | |
634 | { | |
635 | // Get CpvtoEmcDistance Cut depending on the cluster energy, axis and | |
636 | // Purity-Efficiency point | |
637 | ||
638 | axis.ToLower(); | |
639 | Float_t p[]={0.,0.,0.}; | |
640 | for (Int_t i=0; i<3; i++) p[i] = GetParameterCpv2Emc(i,axis); | |
641 | Float_t sig = p[0] + TMath::Exp(p[1] - p[2]*e); | |
642 | return sig; | |
643 | } | |
644 | ||
645 | //____________________________________________________________________________ | |
646 | Float_t AliPHOSPIDv1::GetEllipseParameter(TString particle, TString param, Float_t e) const | |
647 | { | |
648 | // Calculates the parameter param of the ellipse | |
649 | ||
650 | particle.ToLower(); | |
651 | param. ToLower(); | |
652 | Float_t p[4]={0.,0.,0.,0.}; | |
653 | Float_t value = 0.0; | |
654 | for (Int_t i=0; i<4; i++) p[i] = GetParameterToCalculateEllipse(particle,param,i); | |
655 | if (particle == "photon") { | |
656 | if (param.Contains("a")) e = TMath::Min((Double_t)e,70.); | |
657 | else if (param.Contains("b")) e = TMath::Min((Double_t)e,70.); | |
658 | else if (param.Contains("x0")) e = TMath::Max((Double_t)e,1.1); | |
659 | } | |
660 | ||
661 | if (particle == "photon") | |
662 | value = p[0]/TMath::Sqrt(e) + p[1]*e + p[2]*e*e + p[3]; | |
663 | else if (particle == "pi0") | |
664 | value = p[0] + p[1]*e + p[2]*e*e; | |
665 | ||
666 | return value; | |
667 | } | |
668 | ||
669 | //_____________________________________________________________________________ | |
670 | Float_t AliPHOSPIDv1::GetParameterPhotonBoundary (Int_t i) const | |
671 | { | |
672 | // Get the parameter "i" to calculate the boundary on the moment M2x | |
673 | // for photons at high p_T | |
674 | Float_t param = 0; | |
675 | if (i>3 || i<0) { | |
676 | AliError(Form("Wrong parameter number: %d\n",i)); | |
677 | } else | |
678 | param = (*fParameters)(14,i) ; | |
679 | return param; | |
680 | } | |
681 | ||
682 | //____________________________________________________________________________ | |
683 | Float_t AliPHOSPIDv1::GetParameterPi0Boundary (Int_t i) const | |
684 | { | |
685 | // Get the parameter "i" to calculate the boundary on the moment M2x | |
686 | // for pi0 at high p_T | |
687 | Float_t param = 0; | |
688 | if (i>2 || i<0) { | |
689 | AliError(Form("Wrong parameter number: %d\n",i)); | |
690 | } else | |
691 | param = (*fParameters)(15,i) ; | |
692 | return param; | |
693 | } | |
694 | ||
695 | //____________________________________________________________________________ | |
696 | Float_t AliPHOSPIDv1::GetParameterTimeGate(Int_t i) const | |
697 | { | |
698 | // Get TimeGate parameter depending on Purity-Efficiency i: | |
699 | // i=0 - Low purity, i=1 - Medium purity, i=2 - High purity | |
700 | Float_t param = 0.; | |
701 | if(i>2 || i<0) { | |
702 | AliError(Form("Invalid Efficiency-Purity choice %d",i)); | |
703 | } else | |
704 | param = (*fParameters)(3,i) ; | |
705 | return param; | |
706 | } | |
707 | ||
708 | //_____________________________________________________________________________ | |
709 | Float_t AliPHOSPIDv1::GetParameterToCalculateEllipse(TString particle, TString param, Int_t i) const | |
710 | { | |
711 | // Get the parameter "i" that is needed to calculate the ellipse | |
712 | // parameter "param" for the particle "particle" ("photon" or "pi0") | |
713 | ||
714 | particle.ToLower(); | |
715 | param. ToLower(); | |
716 | Int_t offset = -1; | |
717 | if (particle == "photon") | |
718 | offset=0; | |
719 | else if (particle == "pi0") | |
720 | offset=5; | |
721 | else | |
722 | AliError(Form("Wrong particle name: %s (choose from pi0/photon)\n", | |
723 | particle.Data())); | |
724 | ||
725 | Int_t p= -1; | |
726 | Float_t par = 0; | |
727 | ||
728 | if (param.Contains("a")) p=4+offset; | |
729 | else if(param.Contains("b")) p=5+offset; | |
730 | else if(param.Contains("c")) p=6+offset; | |
731 | else if(param.Contains("x0"))p=7+offset; | |
732 | else if(param.Contains("y0"))p=8+offset; | |
733 | ||
734 | if (i>4 || i<0) { | |
735 | AliError(Form("No parameter with index %d", i)) ; | |
736 | } else if (p==-1) { | |
737 | AliError(Form("No parameter with name %s", param.Data() )) ; | |
738 | } else | |
739 | par = (*fParameters)(p,i) ; | |
740 | ||
741 | return par; | |
742 | } | |
743 | ||
744 | ||
745 | //DP____________________________________________________________________________ | |
746 | //Float_t AliPHOSPIDv1::GetDistance(AliPHOSEmcRecPoint * emc,AliPHOSCpvRecPoint * cpv, Option_t * axis)const | |
747 | //{ | |
748 | // // Calculates the distance between the EMC RecPoint and the PPSD RecPoint | |
749 | // | |
750 | // AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance(); | |
751 | // TVector3 vecEmc ; | |
752 | // TVector3 vecCpv ; | |
753 | // if(cpv){ | |
754 | // emc->GetLocalPosition(vecEmc) ; | |
755 | // cpv->GetLocalPosition(vecCpv) ; | |
756 | // | |
757 | // if(emc->GetPHOSMod() == cpv->GetPHOSMod()){ | |
758 | // // Correct to difference in CPV and EMC position due to different distance to center. | |
759 | // // we assume, that particle moves from center | |
760 | // Float_t dCPV = geom->GetIPtoOuterCoverDistance(); | |
761 | // Float_t dEMC = geom->GetIPtoCrystalSurface() ; | |
762 | // dEMC = dEMC / dCPV ; | |
763 | // vecCpv = dEMC * vecCpv - vecEmc ; | |
764 | // if (axis == "X") return vecCpv.X(); | |
765 | // if (axis == "Y") return vecCpv.Y(); | |
766 | // if (axis == "Z") return vecCpv.Z(); | |
767 | // if (axis == "R") return vecCpv.Mag(); | |
768 | // } | |
769 | // return 100000000 ; | |
770 | // } | |
771 | // return 100000000 ; | |
772 | //} | |
773 | //____________________________________________________________________________ | |
774 | Int_t AliPHOSPIDv1::GetCPVBit(AliPHOSTrackSegment * ts, Int_t effPur, Float_t e) const | |
775 | { | |
776 | //Calculates the pid bit for the CPV selection per each purity. | |
777 | if(effPur>2 || effPur<0) | |
778 | AliError(Form("Invalid Efficiency-Purity choice %d",effPur)); | |
779 | ||
780 | //DP if(ts->GetCpvIndex()<0) | |
781 | //DP return 1 ; //no CPV cluster | |
782 | ||
783 | Float_t sigX = GetCpv2EmcDistanceCut("X",e); | |
784 | Float_t sigZ = GetCpv2EmcDistanceCut("Z",e); | |
785 | ||
786 | Float_t deltaX = TMath::Abs(ts->GetCpvDistance("X")); | |
787 | Float_t deltaZ = TMath::Abs(ts->GetCpvDistance("Z")); | |
788 | // Info("GetCPVBit"," xdist %f, sigx %f, zdist %f, sigz %f",deltaX, sigX, deltaZ,sigZ) ; | |
789 | ||
790 | //if(deltaX>sigX*(effPur+1)) | |
791 | //if((deltaX>sigX*(effPur+1)) || (deltaZ>sigZ*(effPur+1))) | |
792 | if((deltaX>sigX*(effPur+1)) && (deltaZ>sigZ*(effPur+1))) | |
793 | return 1;//Neutral | |
794 | else | |
795 | return 0;//Charged | |
796 | } | |
797 | ||
798 | //____________________________________________________________________________ | |
799 | Int_t AliPHOSPIDv1::GetPrincipalBit(TString particle, const Double_t* p, Int_t effPur, Float_t e)const | |
800 | { | |
801 | //Is the particle inside de PCA ellipse? | |
802 | ||
803 | particle.ToLower(); | |
804 | Int_t prinbit = 0 ; | |
805 | Float_t a = GetEllipseParameter(particle,"a" , e); | |
806 | Float_t b = GetEllipseParameter(particle,"b" , e); | |
807 | Float_t c = GetEllipseParameter(particle,"c" , e); | |
808 | Float_t x0 = GetEllipseParameter(particle,"x0", e); | |
809 | Float_t y0 = GetEllipseParameter(particle,"y0", e); | |
810 | ||
811 | Float_t r = TMath::Power((p[0] - x0)/a,2) + | |
812 | TMath::Power((p[1] - y0)/b,2) + | |
813 | c*(p[0] - x0)*(p[1] - y0)/(a*b) ; | |
814 | //3 different ellipses defined | |
815 | if((effPur==2) && (r<1./2.)) prinbit= 1; | |
816 | if((effPur==1) && (r<2. )) prinbit= 1; | |
817 | if((effPur==0) && (r<9./2.)) prinbit= 1; | |
818 | ||
819 | if(r<0) | |
820 | AliError("Negative square?") ; | |
821 | ||
822 | return prinbit; | |
823 | ||
824 | } | |
825 | //____________________________________________________________________________ | |
826 | Int_t AliPHOSPIDv1::GetHardPhotonBit(AliPHOSEmcRecPoint * emc) const | |
827 | { | |
828 | // Set bit for identified hard photons (E > 30 GeV) | |
829 | // if the second moment M2x is below the boundary | |
830 | ||
831 | Float_t e = emc->GetEnergy(); | |
832 | if (e < 30.0) return 0; | |
833 | Float_t m2x = emc->GetM2x(); | |
834 | Float_t m2xBoundary = GetParameterPhotonBoundary(0) * | |
835 | TMath::Exp(-TMath::Power(e-GetParameterPhotonBoundary(1),2)/2.0/ | |
836 | TMath::Power(GetParameterPhotonBoundary(2),2)) + | |
837 | GetParameterPhotonBoundary(3); | |
838 | AliDebug(1, Form("GetHardPhotonBit","E=%f, m2x=%f, boundary=%f", | |
839 | e,m2x,m2xBoundary)); | |
840 | if (m2x < m2xBoundary) | |
841 | return 1;// A hard photon | |
842 | else | |
843 | return 0;// Not a hard photon | |
844 | } | |
845 | ||
846 | //____________________________________________________________________________ | |
847 | Int_t AliPHOSPIDv1::GetHardPi0Bit(AliPHOSEmcRecPoint * emc) const | |
848 | { | |
849 | // Set bit for identified hard pi0 (E > 30 GeV) | |
850 | // if the second moment M2x is above the boundary | |
851 | ||
852 | Float_t e = emc->GetEnergy(); | |
853 | if (e < 30.0) return 0; | |
854 | Float_t m2x = emc->GetM2x(); | |
855 | Float_t m2xBoundary = GetParameterPi0Boundary(0) + | |
856 | e * GetParameterPi0Boundary(1); | |
857 | AliDebug(1,Form("E=%f, m2x=%f, boundary=%f",e,m2x,m2xBoundary)); | |
858 | if (m2x > m2xBoundary) | |
859 | return 1;// A hard pi0 | |
860 | else | |
861 | return 0;// Not a hard pi0 | |
862 | } | |
863 | ||
864 | //____________________________________________________________________________ | |
865 | TVector3 AliPHOSPIDv1::GetMomentumDirection(AliPHOSEmcRecPoint * emc, AliPHOSCpvRecPoint * )const | |
866 | { | |
867 | // Calculates the momentum direction: | |
868 | // 1. if only a EMC RecPoint, direction is given by IP and this RecPoint | |
869 | // 2. if a EMC RecPoint and CPV RecPoint, direction is given by the line through the 2 recpoints | |
870 | // However because of the poor position resolution of PPSD the direction is always taken as if we were | |
871 | // in case 1. | |
872 | ||
873 | TVector3 local ; | |
874 | emc->GetLocalPosition(local) ; | |
875 | ||
876 | AliPHOSGeometry * phosgeom = AliPHOSGeometry::GetInstance() ; | |
877 | //Correct for the non-perpendicular incidence | |
878 | // Correction for the depth of the shower starting point (TDR p 127) | |
879 | Float_t para = 0.925 ; | |
880 | Float_t parb = 6.52 ; | |
881 | ||
882 | //Remove Old correction (vertex at 0,0,0) | |
883 | TVector3 vtxOld(0.,0.,0.) ; | |
884 | TVector3 vInc ; | |
885 | Float_t x=local.X() ; | |
886 | Float_t z=local.Z() ; | |
887 | phosgeom->GetIncidentVector(vtxOld,emc->GetPHOSMod(),x,z,vInc) ; | |
888 | Float_t depthxOld = 0.; | |
889 | Float_t depthzOld = 0.; | |
890 | Float_t energy = emc->GetEnergy() ; | |
891 | if (energy > 0 && vInc.Y()!=0.) { | |
892 | depthxOld = ( para * TMath::Log(energy) + parb ) * vInc.X()/TMath::Abs(vInc.Y()) ; | |
893 | depthzOld = ( para * TMath::Log(energy) + parb ) * vInc.Z()/TMath::Abs(vInc.Y()) ; | |
894 | } | |
895 | else{ | |
896 | AliError("Cluster with zero energy \n"); | |
897 | } | |
898 | //Apply Real vertex | |
899 | phosgeom->GetIncidentVector(fVtx,emc->GetPHOSMod(),x,z,vInc) ; | |
900 | Float_t depthx = 0.; | |
901 | Float_t depthz = 0.; | |
902 | if (energy > 0 && vInc.Y()!=0.) { | |
903 | depthx = ( para * TMath::Log(energy) + parb ) * vInc.X()/TMath::Abs(vInc.Y()) ; | |
904 | depthz = ( para * TMath::Log(energy) + parb ) * vInc.Z()/TMath::Abs(vInc.Y()) ; | |
905 | } | |
906 | ||
907 | //Correct for the vertex position and shower depth | |
908 | Double_t xd=x+(depthxOld-depthx) ; | |
909 | Double_t zd=z+(depthzOld-depthz) ; | |
910 | TVector3 dir(0,0,0) ; | |
911 | phosgeom->Local2Global(emc->GetPHOSMod(),xd,zd,dir) ; | |
912 | ||
913 | dir-=fVtx ; | |
914 | dir.SetMag(1.) ; | |
915 | ||
916 | return dir ; | |
917 | } | |
918 | ||
919 | //________________________________________________________________________ | |
920 | Double_t AliPHOSPIDv1::LandauF(Double_t x, Double_t y, Double_t * par) | |
921 | { | |
922 | //Given the energy x and the parameter y (tof, shower dispersion or cpv-emc distance), | |
923 | //this method returns a density probability of this parameter, given by a landau | |
924 | //function whose parameters depend with the energy with a function: a/(x*x)+b/x+b | |
925 | ||
926 | if (x > par[9]) x = par[9]; | |
927 | ||
928 | //Double_t cnt = par[1] / (x*x) + par[2] / x + par[0] ; | |
929 | Double_t cnt = par[0] + par[1] * x + par[2] * x * x ; | |
930 | Double_t mean = par[4] / (x*x) + par[5] / x + par[3] ; | |
931 | Double_t sigma = par[7] / (x*x) + par[8] / x + par[6] ; | |
932 | ||
933 | if(TMath::Abs(sigma) > 1.e-10){ | |
934 | return cnt*TMath::Landau(y,mean,sigma); | |
935 | } | |
936 | else | |
937 | return 0.; | |
938 | ||
939 | } | |
940 | //________________________________________________________________________ | |
941 | Double_t AliPHOSPIDv1::LandauPol2(Double_t x, Double_t y, Double_t * par) | |
942 | { | |
943 | ||
944 | //Given the energy x and the parameter y (tof, shower dispersion or cpv-emc distance), | |
945 | //this method returns a density probability of this parameter, given by a landau | |
946 | //function whose parameters depend with the energy like second order polinomial | |
947 | ||
948 | Double_t cnt = par[2] * (x*x) + par[1] * x + par[0] ; | |
949 | Double_t mean = par[5] * (x*x) + par[4] * x + par[3] ; | |
950 | Double_t sigma = par[8] * (x*x) + par[7] * x + par[6] ; | |
951 | ||
952 | if(TMath::Abs(sigma) > 1.e-10){ | |
953 | return cnt*TMath::Landau(y,mean,sigma); | |
954 | } | |
955 | else | |
956 | return 0.; | |
957 | ||
958 | ||
959 | } | |
960 | // //________________________________________________________________________ | |
961 | // Double_t AliPHOSPIDv1::ChargedHadronDistProb(Double_t x, Double_t y, Double_t * parg, Double_t * parl) | |
962 | // { | |
963 | // Double_t cnt = 0.0 ; | |
964 | // Double_t mean = 0.0 ; | |
965 | // Double_t sigma = 0.0 ; | |
966 | // Double_t arg = 0.0 ; | |
967 | // if (y < parl[4] / (x*x) + parl[5] / x + parl[3]){ | |
968 | // cnt = parg[1] / (x*x) + parg[2] / x + parg[0] ; | |
969 | // mean = parg[4] / (x*x) + parg[5] / x + parg[3] ; | |
970 | // sigma = parg[7] / (x*x) + parg[8] / x + parg[6] ; | |
971 | // TF1 * f = new TF1("gaus","gaus",0.,100.); | |
972 | // f->SetParameters(cnt,mean,sigma); | |
973 | // arg = f->Eval(y) ; | |
974 | // } | |
975 | // else{ | |
976 | // cnt = parl[1] / (x*x) + parl[2] / x + parl[0] ; | |
977 | // mean = parl[4] / (x*x) + parl[5] / x + parl[3] ; | |
978 | // sigma = parl[7] / (x*x) + parl[8] / x + parl[6] ; | |
979 | // TF1 * f = new TF1("landau","landau",0.,100.); | |
980 | // f->SetParameters(cnt,mean,sigma); | |
981 | // arg = f->Eval(y) ; | |
982 | // } | |
983 | // // Double_t mean = par[3] + par[4] * x + par[5] * x * x ; | |
984 | // // Double_t sigma = par[6] + par[7] * x + par[8] * x * x ; | |
985 | ||
986 | // //Double_t arg = -(y-mean)*(y-mean)/(2*sigma*sigma) ; | |
987 | // //return cnt * TMath::Exp(arg) ; | |
988 | ||
989 | // return arg; | |
990 | ||
991 | // } | |
992 | //____________________________________________________________________________ | |
993 | void AliPHOSPIDv1::MakePID() | |
994 | { | |
995 | // construct the PID weight from a Bayesian Method | |
996 | ||
997 | const Int_t kSPECIES = AliPID::kSPECIESN ; | |
998 | ||
999 | Int_t nparticles = fRecParticles->GetEntriesFast() ; | |
1000 | ||
1001 | if ( !fEMCRecPoints || !fCPVRecPoints || !fTrackSegments ) { | |
1002 | AliFatal("RecPoints or TrackSegments not found !") ; | |
1003 | } | |
1004 | ||
1005 | TIter next(fTrackSegments) ; | |
1006 | AliPHOSTrackSegment * ts ; | |
1007 | Int_t index = 0 ; | |
1008 | ||
1009 | Double_t * stof[kSPECIES] ; | |
1010 | Double_t * sdp [kSPECIES] ; | |
1011 | Double_t * scpv[kSPECIES] ; | |
1012 | Double_t * sw [kSPECIES] ; | |
1013 | //Info("MakePID","Begin MakePID"); | |
1014 | ||
1015 | for (Int_t i =0; i< kSPECIES; i++){ | |
1016 | stof[i] = new Double_t[nparticles] ; | |
1017 | sdp [i] = new Double_t[nparticles] ; | |
1018 | scpv[i] = new Double_t[nparticles] ; | |
1019 | sw [i] = new Double_t[nparticles] ; | |
1020 | } | |
1021 | ||
1022 | ||
1023 | while ( (ts = (AliPHOSTrackSegment *)next()) ) { | |
1024 | ||
1025 | //cout<<">>>>>> Bayesian Index "<<index<<endl; | |
1026 | ||
1027 | AliPHOSEmcRecPoint * emc = 0 ; | |
1028 | if(ts->GetEmcIndex()>=0) | |
1029 | emc = (AliPHOSEmcRecPoint *) fEMCRecPoints->At(ts->GetEmcIndex()) ; | |
1030 | ||
1031 | // AliPHOSCpvRecPoint * cpv = 0 ; | |
1032 | // if(ts->GetCpvIndex()>=0) | |
1033 | // cpv = (AliPHOSCpvRecPoint *) cpvRecPoints->At(ts->GetCpvIndex()) ; | |
1034 | // | |
1035 | //// Int_t track = 0 ; | |
1036 | //// track = ts->GetTrackIndex() ; //TPC tracks ? | |
1037 | ||
1038 | if (!emc) { | |
1039 | AliFatal(Form("-> emc(%d) = %d", ts->GetEmcIndex(), emc )) ; | |
1040 | } | |
1041 | ||
1042 | ||
1043 | // ############Tof############################# | |
1044 | ||
1045 | // Info("MakePID", "TOF"); | |
1046 | Float_t en = emc->GetEnergy(); | |
1047 | Double_t time = emc->GetTime() ; | |
1048 | // cout<<">>>>>>>Energy "<<en<<"Time "<<time<<endl; | |
1049 | ||
1050 | // now get the signals probability | |
1051 | // s(pid) in the Bayesian formulation | |
1052 | ||
1053 | stof[AliPID::kPhoton][index] = 1.; | |
1054 | stof[AliPID::kElectron][index] = 1.; | |
1055 | stof[AliPID::kEleCon][index] = 1.; | |
1056 | //We assing the same prob to charged hadrons, sum is 1 | |
1057 | stof[AliPID::kPion][index] = 1./3.; | |
1058 | stof[AliPID::kKaon][index] = 1./3.; | |
1059 | stof[AliPID::kProton][index] = 1./3.; | |
1060 | //We assing the same prob to neutral hadrons, sum is 1 | |
1061 | stof[AliPID::kNeutron][index] = 1./2.; | |
1062 | stof[AliPID::kKaon0][index] = 1./2.; | |
1063 | stof[AliPID::kMuon][index] = 1.; | |
1064 | ||
1065 | if(en < fTOFEnThreshold) { | |
1066 | ||
1067 | Double_t pTofPion = fTFpiong ->Eval(time) ; //gaus distribution | |
1068 | Double_t pTofKaon = 0; | |
1069 | ||
1070 | if(time < fTkaonl[1]) | |
1071 | pTofKaon = fTFkaong ->Eval(time) ; //gaus distribution | |
1072 | else | |
1073 | pTofKaon = fTFkaonl ->Eval(time) ; //landau distribution | |
1074 | ||
1075 | Double_t pTofNucleon = 0; | |
1076 | ||
1077 | if(time < fThhadronl[1]) | |
1078 | pTofNucleon = fTFhhadrong ->Eval(time) ; //gaus distribution | |
1079 | else | |
1080 | pTofNucleon = fTFhhadronl ->Eval(time) ; //landau distribution | |
1081 | //We assing the same prob to neutral hadrons, sum is the average prob | |
1082 | Double_t pTofNeHadron = (pTofKaon + pTofNucleon)/2. ; | |
1083 | //We assing the same prob to charged hadrons, sum is the average prob | |
1084 | Double_t pTofChHadron = (pTofPion + pTofKaon + pTofNucleon)/3. ; | |
1085 | ||
1086 | stof[AliPID::kPhoton][index] = fTFphoton ->Eval(time) ; | |
1087 | //gaus distribution | |
1088 | stof[AliPID::kEleCon][index] = stof[AliPID::kPhoton][index] ; | |
1089 | //a conversion electron has the photon ToF | |
1090 | stof[AliPID::kMuon][index] = stof[AliPID::kPhoton][index] ; | |
1091 | ||
1092 | stof[AliPID::kElectron][index] = pTofPion ; | |
1093 | ||
1094 | stof[AliPID::kPion][index] = pTofChHadron ; | |
1095 | stof[AliPID::kKaon][index] = pTofChHadron ; | |
1096 | stof[AliPID::kProton][index] = pTofChHadron ; | |
1097 | ||
1098 | stof[AliPID::kKaon0][index] = pTofNeHadron ; | |
1099 | stof[AliPID::kNeutron][index] = pTofNeHadron ; | |
1100 | } | |
1101 | ||
1102 | // Info("MakePID", "Dispersion"); | |
1103 | ||
1104 | // ###########Shower shape: Dispersion#################### | |
1105 | Float_t dispersion = emc->GetDispersion(); | |
1106 | //DP: Correct for non-perpendicular incidence | |
1107 | //DP: still to be done | |
1108 | ||
1109 | //dispersion is not well defined if the cluster is only in few crystals | |
1110 | ||
1111 | sdp[AliPID::kPhoton][index] = 1. ; | |
1112 | sdp[AliPID::kElectron][index] = 1. ; | |
1113 | sdp[AliPID::kPion][index] = 1. ; | |
1114 | sdp[AliPID::kKaon][index] = 1. ; | |
1115 | sdp[AliPID::kProton][index] = 1. ; | |
1116 | sdp[AliPID::kNeutron][index] = 1. ; | |
1117 | sdp[AliPID::kEleCon][index] = 1. ; | |
1118 | sdp[AliPID::kKaon0][index] = 1. ; | |
1119 | sdp[AliPID::kMuon][index] = 1. ; | |
1120 | ||
1121 | if(en > fDispEnThreshold && emc->GetMultiplicity() > fDispMultThreshold){ | |
1122 | sdp[AliPID::kPhoton][index] = GausF(en , dispersion, fDphoton) ; | |
1123 | sdp[AliPID::kElectron][index] = sdp[AliPID::kPhoton][index] ; | |
1124 | sdp[AliPID::kPion][index] = LandauF(en , dispersion, fDhadron ) ; | |
1125 | sdp[AliPID::kKaon][index] = sdp[AliPID::kPion][index] ; | |
1126 | sdp[AliPID::kProton][index] = sdp[AliPID::kPion][index] ; | |
1127 | sdp[AliPID::kNeutron][index] = sdp[AliPID::kPion][index] ; | |
1128 | sdp[AliPID::kEleCon][index] = sdp[AliPID::kPhoton][index]; | |
1129 | sdp[AliPID::kKaon0][index] = sdp[AliPID::kPion][index] ; | |
1130 | sdp[AliPID::kMuon][index] = fDFmuon ->Eval(dispersion) ; | |
1131 | //landau distribution | |
1132 | } | |
1133 | ||
1134 | // Info("MakePID","multiplicity %d, dispersion %f", emc->GetMultiplicity(), dispersion); | |
1135 | // Info("MakePID","ss: photon %f, hadron %f ", sdp[AliPID::kPhoton][index], sdp[AliPID::kPion][index]); | |
1136 | // cout<<">>>>>multiplicity "<<emc->GetMultiplicity()<<", dispersion "<< dispersion<<endl ; | |
1137 | // cout<<"<<<<<ss: photon "<<sdp[AliPID::kPhoton][index]<<", hadron "<<sdp[AliPID::kPion][index]<<endl; | |
1138 | ||
1139 | //########## CPV-EMC Distance####################### | |
1140 | // Info("MakePID", "Distance"); | |
1141 | ||
1142 | Float_t x = TMath::Abs(ts->GetCpvDistance("X")) ; | |
1143 | Float_t z = ts->GetCpvDistance("Z") ; | |
1144 | ||
1145 | Double_t pcpv = 0 ; | |
1146 | Double_t pcpvneutral = 0. ; | |
1147 | ||
1148 | Double_t elprobx = GausF(en , x, fXelectron) ; | |
1149 | Double_t elprobz = GausF(en , z, fZelectron) ; | |
1150 | Double_t chprobx = GausF(en , x, fXcharged) ; | |
1151 | Double_t chprobz = GausF(en , z, fZcharged) ; | |
1152 | Double_t pcpvelectron = elprobx * elprobz; | |
1153 | Double_t pcpvcharged = chprobx * chprobz; | |
1154 | ||
1155 | // cout<<">>>>energy "<<en<<endl; | |
1156 | // cout<<">>>>electron : x "<<x<<" xprob "<<elprobx<<" z "<<z<<" zprob "<<elprobz<<endl; | |
1157 | // cout<<">>>>hadron : x "<<x<<" xprob "<<chprobx<<" z "<<z<<" zprob "<<chprobz<<endl; | |
1158 | // cout<<">>>>electron : px*pz "<<pcpvelectron <<" hadron: px*pz "<<pcpvcharged<<endl; | |
1159 | ||
1160 | // Is neutral or charged? | |
1161 | if(pcpvelectron >= pcpvcharged) | |
1162 | pcpv = pcpvelectron ; | |
1163 | else | |
1164 | pcpv = pcpvcharged ; | |
1165 | ||
1166 | if(pcpv < fChargedNeutralThreshold) | |
1167 | { | |
1168 | pcpvneutral = 1. ; | |
1169 | pcpvcharged = 0. ; | |
1170 | pcpvelectron = 0. ; | |
1171 | } | |
1172 | // else | |
1173 | // cout<<">>>>>>>>>>>CHARGED>>>>>>>>>>>"<<endl; | |
1174 | ||
1175 | scpv[AliPID::kPion][index] = pcpvcharged ; | |
1176 | scpv[AliPID::kKaon][index] = pcpvcharged ; | |
1177 | scpv[AliPID::kProton][index] = pcpvcharged ; | |
1178 | ||
1179 | scpv[AliPID::kMuon][index] = pcpvelectron ; | |
1180 | scpv[AliPID::kElectron][index] = pcpvelectron ; | |
1181 | scpv[AliPID::kEleCon][index] = pcpvelectron ; | |
1182 | ||
1183 | scpv[AliPID::kPhoton][index] = pcpvneutral ; | |
1184 | scpv[AliPID::kNeutron][index] = pcpvneutral ; | |
1185 | scpv[AliPID::kKaon0][index] = pcpvneutral ; | |
1186 | ||
1187 | ||
1188 | // Info("MakePID", "CPV passed"); | |
1189 | ||
1190 | //############## Pi0 ############################# | |
1191 | stof[AliPID::kPi0][index] = 0. ; | |
1192 | scpv[AliPID::kPi0][index] = 0. ; | |
1193 | sdp [AliPID::kPi0][index] = 0. ; | |
1194 | ||
1195 | if(en > 30.){ | |
1196 | // pi0 are detected via decay photon | |
1197 | stof[AliPID::kPi0][index] = stof[AliPID::kPhoton][index]; | |
1198 | scpv[AliPID::kPi0][index] = pcpvneutral ; | |
1199 | if(emc->GetMultiplicity() > fDispMultThreshold) | |
1200 | sdp [AliPID::kPi0][index] = GausF(en , dispersion, fDpi0) ; | |
1201 | //sdp [AliPID::kPi0][index] = GausPol2(en , dispersion, fDpi0) ; | |
1202 | // cout<<"E = "<<en<<" GeV; disp = "<<dispersion<<"; mult = " | |
1203 | // <<emc->GetMultiplicity()<<endl; | |
1204 | // cout<<"PDF: photon = "<<sdp [AliPID::kPhoton][index]<<"; pi0 = " | |
1205 | // <<sdp [AliPID::kPi0][index]<<endl; | |
1206 | } | |
1207 | ||
1208 | ||
1209 | ||
1210 | ||
1211 | //############## muon ############################# | |
1212 | ||
1213 | if(en > 0.5){ | |
1214 | //Muons deposit few energy | |
1215 | scpv[AliPID::kMuon][index] = 0 ; | |
1216 | stof[AliPID::kMuon][index] = 0 ; | |
1217 | sdp [AliPID::kMuon][index] = 0 ; | |
1218 | } | |
1219 | ||
1220 | //Weight to apply to hadrons due to energy reconstruction | |
1221 | ||
1222 | Float_t weight = fERecWeight ->Eval(en) ; | |
1223 | ||
1224 | sw[AliPID::kPhoton][index] = 1. ; | |
1225 | sw[AliPID::kElectron][index] = 1. ; | |
1226 | sw[AliPID::kPion][index] = weight ; | |
1227 | sw[AliPID::kKaon][index] = weight ; | |
1228 | sw[AliPID::kProton][index] = weight ; | |
1229 | sw[AliPID::kNeutron][index] = weight ; | |
1230 | sw[AliPID::kEleCon][index] = 1. ; | |
1231 | sw[AliPID::kKaon0][index] = weight ; | |
1232 | sw[AliPID::kMuon][index] = weight ; | |
1233 | sw[AliPID::kPi0][index] = 1. ; | |
1234 | ||
1235 | // if(en > 0.5){ | |
1236 | // cout<<"######################################################"<<endl; | |
1237 | // //cout<<"MakePID: energy "<<en<<", tof "<<time<<", distance "<<distance<<", dispersion "<<dispersion<<endl ; | |
1238 | // cout<<"MakePID: energy "<<en<<", tof "<<time<<", dispersion "<<dispersion<<", x "<<x<<", z "<<z<<endl ; | |
1239 | // cout<<">>>>>multiplicity "<<emc->GetMultiplicity()<<endl; | |
1240 | // cout<<">>>>electron : xprob "<<elprobx<<" zprob "<<elprobz<<endl; | |
1241 | // cout<<">>>>hadron : xprob "<<chprobx<<" zprob "<<chprobz<<endl; | |
1242 | // cout<<">>>>electron : px*pz "<<pcpvelectron <<" hadron: px*pz "<<pcpvcharged<<endl; | |
1243 | ||
1244 | // cout<<"Photon , pid "<< fInitPID[AliPID::kPhoton]<<" tof "<<stof[AliPID::kPhoton][index] | |
1245 | // <<", cpv "<<scpv[AliPID::kPhoton][index]<<", ss "<<sdp[AliPID::kPhoton][index]<<endl; | |
1246 | // cout<<"EleCon , pid "<< fInitPID[AliPID::kEleCon]<<", tof "<<stof[AliPID::kEleCon][index] | |
1247 | // <<", cpv "<<scpv[AliPID::kEleCon][index]<<" ss "<<sdp[AliPID::kEleCon][index]<<endl; | |
1248 | // cout<<"Electron , pid "<< fInitPID[AliPID::kElectron]<<", tof "<<stof[AliPID::kElectron][index] | |
1249 | // <<", cpv "<<scpv[AliPID::kElectron][index]<<" ss "<<sdp[AliPID::kElectron][index]<<endl; | |
1250 | // cout<<"Muon , pid "<< fInitPID[AliPID::kMuon]<<", tof "<<stof[AliPID::kMuon][index] | |
1251 | // <<", cpv "<<scpv[AliPID::kMuon][index]<<" ss "<<sdp[AliPID::kMuon][index]<<endl; | |
1252 | // cout<<"Pi0 , pid "<< fInitPID[AliPID::kPi0]<<", tof "<<stof[AliPID::kPi0][index] | |
1253 | // <<", cpv "<<scpv[AliPID::kPi0][index]<<" ss "<<sdp[AliPID::kPi0][index]<<endl; | |
1254 | // cout<<"Pion , pid "<< fInitPID[AliPID::kPion]<<", tof "<<stof[AliPID::kPion][index] | |
1255 | // <<", cpv "<<scpv[AliPID::kPion][index]<<" ss "<<sdp[AliPID::kPion][index]<<endl; | |
1256 | // cout<<"Kaon0 , pid "<< fInitPID[AliPID::kKaon0]<<", tof "<<stof[AliPID::kKaon0][index] | |
1257 | // <<", cpv "<<scpv[AliPID::kKaon0][index]<<" ss "<<sdp[AliPID::kKaon0][index]<<endl; | |
1258 | // cout<<"Kaon , pid "<< fInitPID[AliPID::kKaon]<<", tof "<<stof[AliPID::kKaon][index] | |
1259 | // <<", cpv "<<scpv[AliPID::kKaon][index]<<" ss "<<sdp[AliPID::kKaon][index]<<endl; | |
1260 | // cout<<"Neutron , pid "<< fInitPID[AliPID::kNeutron]<<", tof "<<stof[AliPID::kNeutron][index] | |
1261 | // <<", cpv "<<scpv[AliPID::kNeutron][index]<<" ss "<<sdp[AliPID::kNeutron][index]<<endl; | |
1262 | // cout<<"Proton , pid "<< fInitPID[AliPID::kProton]<<", tof "<<stof[AliPID::kProton][index] | |
1263 | // <<", cpv "<<scpv[AliPID::kProton][index]<<" ss "<<sdp[AliPID::kProton][index]<<endl; | |
1264 | // cout<<"######################################################"<<endl; | |
1265 | // } | |
1266 | index++; | |
1267 | } | |
1268 | ||
1269 | //for (index = 0 ; index < kSPECIES ; index++) | |
1270 | // pid[index] /= nparticles ; | |
1271 | ||
1272 | ||
1273 | // Info("MakePID", "Total Probability calculation"); | |
1274 | ||
1275 | for(index = 0 ; index < nparticles ; index ++) { | |
1276 | ||
1277 | AliPHOSRecParticle * recpar = static_cast<AliPHOSRecParticle *>(fRecParticles->At(index)); | |
1278 | ||
1279 | //Conversion electron? | |
1280 | ||
1281 | if(recpar->IsEleCon()){ | |
1282 | fInitPID[AliPID::kEleCon] = 1. ; | |
1283 | fInitPID[AliPID::kPhoton] = 0. ; | |
1284 | fInitPID[AliPID::kElectron] = 0. ; | |
1285 | } | |
1286 | else{ | |
1287 | fInitPID[AliPID::kEleCon] = 0. ; | |
1288 | fInitPID[AliPID::kPhoton] = 1. ; | |
1289 | fInitPID[AliPID::kElectron] = 1. ; | |
1290 | } | |
1291 | // fInitPID[AliPID::kEleCon] = 0. ; | |
1292 | ||
1293 | ||
1294 | // calculates the Bayesian weight | |
1295 | ||
1296 | Int_t jndex ; | |
1297 | Double_t wn = 0.0 ; | |
1298 | for (jndex = 0 ; jndex < kSPECIES ; jndex++) | |
1299 | wn += stof[jndex][index] * sdp[jndex][index] * scpv[jndex][index] * | |
1300 | sw[jndex][index] * fInitPID[jndex] ; | |
1301 | ||
1302 | // cout<<"*************wn "<<wn<<endl; | |
1303 | if (TMath::Abs(wn)>0) | |
1304 | for (jndex = 0 ; jndex < kSPECIES ; jndex++) { | |
1305 | //cout<<"jndex "<<jndex<<" wn "<<wn<<" SetPID * wn" | |
1306 | //<<stof[jndex][index] * sdp[jndex][index] * pid[jndex] << endl; | |
1307 | //cout<<" tof "<<stof[jndex][index] << " disp " <<sdp[jndex][index] << " pid "<< fInitPID[jndex] << endl; | |
1308 | // if(jndex == AliPID::kPi0 || jndex == AliPID::kPhoton){ | |
1309 | // cout<<"Particle "<<jndex<<" final prob * wn " | |
1310 | // <<stof[jndex][index] * sdp[jndex][index] * scpv[jndex][index] * | |
1311 | // fInitPID[jndex] <<" wn "<< wn<<endl; | |
1312 | // cout<<"pid "<< fInitPID[jndex]<<", tof "<<stof[jndex][index] | |
1313 | // <<", cpv "<<scpv[jndex][index]<<" ss "<<sdp[jndex][index]<<endl; | |
1314 | // } | |
1315 | recpar->SetPID(jndex, stof[jndex][index] * sdp[jndex][index] * | |
1316 | sw[jndex][index] * scpv[jndex][index] * | |
1317 | fInitPID[jndex] / wn) ; | |
1318 | } | |
1319 | } | |
1320 | // Info("MakePID", "Delete"); | |
1321 | ||
1322 | for (Int_t i =0; i< kSPECIES; i++){ | |
1323 | delete [] stof[i]; | |
1324 | delete [] sdp [i]; | |
1325 | delete [] scpv[i]; | |
1326 | delete [] sw [i]; | |
1327 | } | |
1328 | // Info("MakePID","End MakePID"); | |
1329 | } | |
1330 | ||
1331 | //____________________________________________________________________________ | |
1332 | void AliPHOSPIDv1::MakeRecParticles() | |
1333 | { | |
1334 | // Makes a RecParticle out of a TrackSegment | |
1335 | ||
1336 | if ( !fEMCRecPoints || !fCPVRecPoints || !fTrackSegments ) { | |
1337 | AliFatal("RecPoints or TrackSegments not found !") ; | |
1338 | } | |
1339 | fRecParticles->Clear(); | |
1340 | ||
1341 | TIter next(fTrackSegments) ; | |
1342 | AliPHOSTrackSegment * ts ; | |
1343 | Int_t index = 0 ; | |
1344 | AliPHOSRecParticle * rp ; | |
1345 | while ( (ts = (AliPHOSTrackSegment *)next()) ) { | |
1346 | // cout<<">>>>>>>>>>>>>>>PCA Index "<<index<<endl; | |
1347 | new( (*fRecParticles)[index] ) AliPHOSRecParticle() ; | |
1348 | rp = (AliPHOSRecParticle *)fRecParticles->At(index) ; | |
1349 | rp->SetTrackSegment(index) ; | |
1350 | rp->SetIndexInList(index) ; | |
1351 | ||
1352 | AliPHOSEmcRecPoint * emc = 0 ; | |
1353 | if(ts->GetEmcIndex()>=0) | |
1354 | emc = (AliPHOSEmcRecPoint *) fEMCRecPoints->At(ts->GetEmcIndex()) ; | |
1355 | ||
1356 | AliPHOSCpvRecPoint * cpv = 0 ; | |
1357 | if(ts->GetCpvIndex()>=0) | |
1358 | cpv = (AliPHOSCpvRecPoint *) fCPVRecPoints->At(ts->GetCpvIndex()) ; | |
1359 | ||
1360 | Int_t track = 0 ; | |
1361 | track = ts->GetTrackIndex() ; | |
1362 | ||
1363 | // Now set type (reconstructed) of the particle | |
1364 | ||
1365 | // Choose the cluster energy range | |
1366 | ||
1367 | if (!emc) { | |
1368 | AliFatal(Form("-> emc(%d) = %d", ts->GetEmcIndex(), emc )) ; | |
1369 | } | |
1370 | ||
1371 | Float_t e = emc->GetEnergy() ; | |
1372 | ||
1373 | Float_t lambda[2] ; | |
1374 | emc->GetElipsAxis(lambda) ; | |
1375 | ||
1376 | if((lambda[0]>0.01) && (lambda[1]>0.01)){ | |
1377 | // Looking PCA. Define and calculate the data (X), | |
1378 | // introduce in the function X2P that gives the components (P). | |
1379 | ||
1380 | Float_t spher = 0. ; | |
1381 | Float_t emaxdtotal = 0. ; | |
1382 | ||
1383 | if((lambda[0]+lambda[1])!=0) | |
1384 | spher=TMath::Abs(lambda[0]-lambda[1])/(lambda[0]+lambda[1]); | |
1385 | ||
1386 | emaxdtotal=emc->GetMaximalEnergy()/emc->GetEnergy(); | |
1387 | ||
1388 | fX[0] = lambda[0] ; | |
1389 | fX[1] = lambda[1] ; | |
1390 | fX[2] = emc->GetDispersion() ; | |
1391 | fX[3] = spher ; | |
1392 | fX[4] = emc->GetMultiplicity() ; | |
1393 | fX[5] = emaxdtotal ; | |
1394 | fX[6] = emc->GetCoreEnergy() ; | |
1395 | ||
1396 | fPrincipalPhoton->X2P(fX,fPPhoton); | |
1397 | fPrincipalPi0 ->X2P(fX,fPPi0); | |
1398 | ||
1399 | } | |
1400 | else{ | |
1401 | fPPhoton[0]=-100.0; //We do not accept clusters with | |
1402 | fPPhoton[1]=-100.0; //one cell as a photon-like | |
1403 | fPPi0[0] =-100.0; | |
1404 | fPPi0[1] =-100.0; | |
1405 | } | |
1406 | ||
1407 | Float_t time = emc->GetTime() ; | |
1408 | rp->SetTof(time) ; | |
1409 | ||
1410 | // Loop of Efficiency-Purity (the 3 points of purity or efficiency | |
1411 | // are taken into account to set the particle identification) | |
1412 | for(Int_t effPur = 0; effPur < 3 ; effPur++){ | |
1413 | ||
1414 | // Looking at the CPV detector. If RCPV greater than CpvEmcDistance, | |
1415 | // 1st,2nd or 3rd bit (depending on the efficiency-purity point ) | |
1416 | // is set to 1 | |
1417 | if(GetCPVBit(ts, effPur,e) == 1 ){ | |
1418 | rp->SetPIDBit(effPur) ; | |
1419 | //cout<<"CPV bit "<<effPur<<endl; | |
1420 | } | |
1421 | // Looking the TOF. If TOF smaller than gate, 4th, 5th or 6th | |
1422 | // bit (depending on the efficiency-purity point )is set to 1 | |
1423 | if(time< (*fParameters)(3,effPur)) | |
1424 | rp->SetPIDBit(effPur+3) ; | |
1425 | ||
1426 | //Photon PCA | |
1427 | //If we are inside the ellipse, 7th, 8th or 9th | |
1428 | // bit (depending on the efficiency-purity point )is set to 1 | |
1429 | if(GetPrincipalBit("photon",fPPhoton,effPur,e) == 1) | |
1430 | rp->SetPIDBit(effPur+6) ; | |
1431 | ||
1432 | //Pi0 PCA | |
1433 | //If we are inside the ellipse, 10th, 11th or 12th | |
1434 | // bit (depending on the efficiency-purity point )is set to 1 | |
1435 | if(GetPrincipalBit("pi0" ,fPPi0 ,effPur,e) == 1) | |
1436 | rp->SetPIDBit(effPur+9) ; | |
1437 | } | |
1438 | if(GetHardPhotonBit(emc)) | |
1439 | rp->SetPIDBit(12) ; | |
1440 | if(GetHardPi0Bit (emc)) | |
1441 | rp->SetPIDBit(13) ; | |
1442 | ||
1443 | if(track >= 0) | |
1444 | rp->SetPIDBit(14) ; | |
1445 | ||
1446 | //Set momentum, energy and other parameters | |
1447 | Float_t encal = GetCalibratedEnergy(e); | |
1448 | TVector3 dir = GetMomentumDirection(emc,cpv) ; | |
1449 | dir.SetMag(encal) ; | |
1450 | rp->SetMomentum(dir.X(),dir.Y(),dir.Z(),encal) ; | |
1451 | rp->SetCalcMass(0); | |
1452 | rp->Name(); //If photon sets the particle pdg name to gamma | |
1453 | rp->SetProductionVertex(fVtx.X(),fVtx.Y(),fVtx.Z(),0); | |
1454 | rp->SetFirstMother(-1); | |
1455 | rp->SetLastMother(-1); | |
1456 | rp->SetFirstDaughter(-1); | |
1457 | rp->SetLastDaughter(-1); | |
1458 | rp->SetPolarisation(0,0,0); | |
1459 | //Set the position in global coordinate system from the RecPoint | |
1460 | AliPHOSTrackSegment * ts1 = static_cast<AliPHOSTrackSegment *>(fTrackSegments->At(rp->GetPHOSTSIndex())); | |
1461 | AliPHOSEmcRecPoint * erp = static_cast<AliPHOSEmcRecPoint *>(fEMCRecPoints->At(ts1->GetEmcIndex())); | |
1462 | TVector3 pos ; | |
1463 | fGeom->GetGlobalPHOS(erp, pos) ; | |
1464 | rp->SetPos(pos); | |
1465 | index++ ; | |
1466 | } | |
1467 | } | |
1468 | ||
1469 | //____________________________________________________________________________ | |
1470 | void AliPHOSPIDv1::Print(const Option_t *) const | |
1471 | { | |
1472 | // Print the parameters used for the particle type identification | |
1473 | ||
1474 | AliInfo("=============== AliPHOSPIDv1 ================") ; | |
1475 | printf("Making PID\n") ; | |
1476 | printf(" Pricipal analysis file from 0.5 to 100 %s\n", fFileNamePrincipalPhoton.Data() ) ; | |
1477 | printf(" Name of parameters file %s\n", fFileNameParameters.Data() ) ; | |
1478 | printf(" Matrix of Parameters: 14x4\n") ; | |
1479 | printf(" Energy Calibration 1x3 [3 parametres to calibrate energy: A + B* E + C * E^2]\n") ; | |
1480 | printf(" RCPV 2x3 rows x and z, columns function cut parameters\n") ; | |
1481 | printf(" TOF 1x3 [High Eff-Low Pur,Medium Eff-Pur, Low Eff-High Pur]\n") ; | |
1482 | printf(" PCA 5x4 [5 ellipse parametres and 4 parametres to calculate them: A/Sqrt(E) + B* E + C * E^2 + D]\n") ; | |
1483 | printf(" Pi0 PCA 5x3 [5 ellipse parametres and 3 parametres to calculate them: A + B* E + C * E^2]\n") ; | |
1484 | fParameters->Print() ; | |
1485 | } | |
1486 | ||
1487 | ||
1488 | ||
1489 | //____________________________________________________________________________ | |
1490 | void AliPHOSPIDv1::PrintRecParticles(Option_t * option) | |
1491 | { | |
1492 | // Print table of reconstructed particles | |
1493 | ||
1494 | TString message ; | |
1495 | message = " found " ; | |
1496 | message += fRecParticles->GetEntriesFast(); | |
1497 | message += " RecParticles\n" ; | |
1498 | ||
1499 | if(strstr(option,"all")) { // printing found TS | |
1500 | message += "\n PARTICLE Index \n" ; | |
1501 | ||
1502 | Int_t index ; | |
1503 | for (index = 0 ; index < fRecParticles->GetEntries() ; index++) { | |
1504 | AliPHOSRecParticle * rp = (AliPHOSRecParticle * ) fRecParticles->At(index) ; | |
1505 | message += "\n" ; | |
1506 | message += rp->Name().Data() ; | |
1507 | message += " " ; | |
1508 | message += rp->GetIndexInList() ; | |
1509 | message += " " ; | |
1510 | message += rp->GetType() ; | |
1511 | } | |
1512 | } | |
1513 | AliInfo(message.Data() ) ; | |
1514 | } | |
1515 | ||
1516 | //____________________________________________________________________________ | |
1517 | void AliPHOSPIDv1::SetParameters() | |
1518 | { | |
1519 | // PCA : To do the Principal Components Analysis it is necessary | |
1520 | // the Principal file, which is opened here | |
1521 | fX = new double[7]; // Data for the PCA | |
1522 | fPPhoton = new double[7]; // Eigenvalues of the PCA | |
1523 | fPPi0 = new double[7]; // Eigenvalues of the Pi0 PCA | |
1524 | ||
1525 | // Read photon principals from the photon file | |
1526 | ||
1527 | fFileNamePrincipalPhoton = "$ALICE_ROOT/PHOS/PCA8pa15_0.5-100.root" ; | |
1528 | TFile f( fFileNamePrincipalPhoton.Data(), "read" ) ; | |
1529 | fPrincipalPhoton = dynamic_cast<TPrincipal*> (f.Get("principal")) ; | |
1530 | f.Close() ; | |
1531 | ||
1532 | // Read pi0 principals from the pi0 file | |
1533 | ||
1534 | fFileNamePrincipalPi0 = "$ALICE_ROOT/PHOS/PCA_pi0_40-120.root" ; | |
1535 | TFile fPi0( fFileNamePrincipalPi0.Data(), "read" ) ; | |
1536 | fPrincipalPi0 = dynamic_cast<TPrincipal*> (fPi0.Get("principal")) ; | |
1537 | fPi0.Close() ; | |
1538 | ||
1539 | // Open parameters file and initialization of the Parameters matrix. | |
1540 | // In the File Parameters.dat are all the parameters. These are introduced | |
1541 | // in a matrix of 16x4 | |
1542 | // | |
1543 | // All the parameters defined in this file are, in order of row: | |
1544 | // line 0 : calibration | |
1545 | // lines 1,2 : CPV rectangular cat for X and Z | |
1546 | // line 3 : TOF cut | |
1547 | // lines 4-8 : parameters to calculate photon PCA ellipse | |
1548 | // lines 9-13: parameters to calculate pi0 PCA ellipse | |
1549 | // lines 14-15: parameters to calculate border for high-pt photons and pi0 | |
1550 | ||
1551 | fFileNameParameters = gSystem->ExpandPathName("$ALICE_ROOT/PHOS/Parameters.dat"); | |
1552 | fParameters = new TMatrixF(16,4) ; | |
1553 | const Int_t kMaxLeng=255; | |
1554 | char string[kMaxLeng]; | |
1555 | ||
1556 | // Open a text file with PID parameters | |
1557 | FILE *fd = fopen(fFileNameParameters.Data(),"r"); | |
1558 | if (!fd) | |
1559 | AliFatal(Form("File %s with a PID parameters cannot be opened\n", | |
1560 | fFileNameParameters.Data())); | |
1561 | ||
1562 | Int_t i=0; | |
1563 | // Read parameter file line-by-line and skip empty line and comments | |
1564 | while (fgets(string,kMaxLeng,fd) != NULL) { | |
1565 | if (string[0] == '\n' ) continue; | |
1566 | if (string[0] == '!' ) continue; | |
1567 | sscanf(string, "%f %f %f %f", | |
1568 | &(*fParameters)(i,0), &(*fParameters)(i,1), | |
1569 | &(*fParameters)(i,2), &(*fParameters)(i,3)); | |
1570 | i++; | |
1571 | AliDebug(1, Form("SetParameters", "line %d: %s",i,string)); | |
1572 | } | |
1573 | fclose(fd); | |
1574 | } | |
1575 | ||
1576 | //____________________________________________________________________________ | |
1577 | void AliPHOSPIDv1::SetParameterCalibration(Int_t i,Float_t param) | |
1578 | { | |
1579 | // Set parameter "Calibration" i to a value param | |
1580 | if(i>2 || i<0) { | |
1581 | AliError(Form("Invalid parameter number: %d",i)); | |
1582 | } else | |
1583 | (*fParameters)(0,i) = param ; | |
1584 | } | |
1585 | ||
1586 | //____________________________________________________________________________ | |
1587 | void AliPHOSPIDv1::SetParameterCpv2Emc(Int_t i, TString axis, Float_t cut) | |
1588 | { | |
1589 | // Set the parameters to calculate Cpv-to-Emc Distance Cut depending on | |
1590 | // Purity-Efficiency point i | |
1591 | ||
1592 | if(i>2 || i<0) { | |
1593 | AliError(Form("Invalid parameter number: %d",i)); | |
1594 | } else { | |
1595 | axis.ToLower(); | |
1596 | if (axis == "x") (*fParameters)(1,i) = cut; | |
1597 | else if (axis == "z") (*fParameters)(2,i) = cut; | |
1598 | else { | |
1599 | AliError(Form("Invalid axis name: %s",axis.Data())); | |
1600 | } | |
1601 | } | |
1602 | } | |
1603 | ||
1604 | //____________________________________________________________________________ | |
1605 | void AliPHOSPIDv1::SetParameterPhotonBoundary(Int_t i,Float_t param) | |
1606 | { | |
1607 | // Set parameter "Hard photon boundary" i to a value param | |
1608 | if(i>4 || i<0) { | |
1609 | AliError(Form("Invalid parameter number: %d",i)); | |
1610 | } else | |
1611 | (*fParameters)(14,i) = param ; | |
1612 | } | |
1613 | ||
1614 | //____________________________________________________________________________ | |
1615 | void AliPHOSPIDv1::SetParameterPi0Boundary(Int_t i,Float_t param) | |
1616 | { | |
1617 | // Set parameter "Hard pi0 boundary" i to a value param | |
1618 | if(i>1 || i<0) { | |
1619 | AliError(Form("Invalid parameter number: %d",i)); | |
1620 | } else | |
1621 | (*fParameters)(15,i) = param ; | |
1622 | } | |
1623 | ||
1624 | //_____________________________________________________________________________ | |
1625 | void AliPHOSPIDv1::SetParameterTimeGate(Int_t i, Float_t gate) | |
1626 | { | |
1627 | // Set the parameter TimeGate depending on Purity-Efficiency point i | |
1628 | if (i>2 || i<0) { | |
1629 | AliError(Form("Invalid Efficiency-Purity choice %d",i)); | |
1630 | } else | |
1631 | (*fParameters)(3,i)= gate ; | |
1632 | } | |
1633 | ||
1634 | //_____________________________________________________________________________ | |
1635 | void AliPHOSPIDv1::SetParameterToCalculateEllipse(TString particle, TString param, Int_t i, Float_t par) | |
1636 | { | |
1637 | // Set the parameter "i" that is needed to calculate the ellipse | |
1638 | // parameter "param" for a particle "particle" | |
1639 | ||
1640 | particle.ToLower(); | |
1641 | param. ToLower(); | |
1642 | Int_t p= -1; | |
1643 | Int_t offset=0; | |
1644 | ||
1645 | if (particle == "photon") offset=0; | |
1646 | else if (particle == "pi0") offset=5; | |
1647 | else | |
1648 | AliError(Form("Wrong particle name: %s (choose from pi0/photon)\n", | |
1649 | particle.Data())); | |
1650 | ||
1651 | if (param.Contains("a")) p=4+offset; | |
1652 | else if(param.Contains("b")) p=5+offset; | |
1653 | else if(param.Contains("c")) p=6+offset; | |
1654 | else if(param.Contains("x0"))p=7+offset; | |
1655 | else if(param.Contains("y0"))p=8+offset; | |
1656 | if((i>4)||(i<0)) { | |
1657 | AliError(Form("No parameter with index %d", i)) ; | |
1658 | } else if(p==-1) { | |
1659 | AliError(Form("No parameter with name %s", param.Data() )) ; | |
1660 | } else | |
1661 | (*fParameters)(p,i) = par ; | |
1662 | } | |
1663 | ||
1664 | //____________________________________________________________________________ | |
1665 | void AliPHOSPIDv1::GetVertex(void) | |
1666 | { //extract vertex either using ESD or generator | |
1667 | ||
1668 | //Try to extract vertex from data | |
1669 | if(fESD){ | |
1670 | const AliESDVertex *esdVtx = fESD->GetVertex() ; | |
1671 | if(esdVtx && esdVtx->GetChi2()!=0.){ | |
1672 | fVtx.SetXYZ(esdVtx->GetXv(),esdVtx->GetYv(),esdVtx->GetZv()) ; | |
1673 | return ; | |
1674 | } | |
1675 | } | |
1676 | ||
1677 | // Use vertex diamond from CDB GRP folder if the one from ESD is missing | |
1678 | // PLEASE FIX IT | |
1679 | AliWarning("Can not read vertex from data, use fixed \n") ; | |
1680 | fVtx.SetXYZ(0.,0.,0.) ; | |
1681 | ||
1682 | } | |
1683 | //_______________________________________________________________________ | |
1684 | void AliPHOSPIDv1::SetInitPID(const Double_t *p) { | |
1685 | // Sets values for the initial population of each particle type | |
1686 | for (Int_t i=0; i<AliPID::kSPECIESN; i++) fInitPID[i] = p[i]; | |
1687 | } | |
1688 | //_______________________________________________________________________ | |
1689 | void AliPHOSPIDv1::GetInitPID(Double_t *p) const { | |
1690 | // Gets values for the initial population of each particle type | |
1691 | for (Int_t i=0; i<AliPID::kSPECIESN; i++) p[i] = fInitPID[i]; | |
1692 | } |