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70e58892 | 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 | **************************************************************************/ | |
98e98c1c | 15 | |
7ca4655f | 16 | /* $Id$ */ |
70e58892 | 17 | |
18 | //--------------------------------------------------------------------- | |
19 | // UA1 Cone Algorithm Jet finder | |
20 | // manages the search for jets | |
21 | // Author: Rafael.Diaz.Valdes@cern.ch | |
22 | // (version in c++) | |
23 | //--------------------------------------------------------------------- | |
24 | ||
7ca4655f | 25 | #include <TArrayF.h> |
26 | #include <TClonesArray.h> | |
70e58892 | 27 | #include <TFile.h> |
28 | #include <TH1F.h> | |
29 | #include <TH2F.h> | |
7ca4655f | 30 | #include <TLorentzVector.h> |
31 | ||
70e58892 | 32 | #include "AliUA1JetFinderV1.h" |
33 | #include "AliUA1JetHeaderV1.h" | |
34 | #include "AliJetReaderHeader.h" | |
35 | #include "AliJetReader.h" | |
36 | #include "AliJet.h" | |
1d27ecd2 | 37 | #include "AliAODJet.h" |
d9eba389 | 38 | #include "AliLog.h" |
70e58892 | 39 | |
40 | ||
41 | ClassImp(AliUA1JetFinderV1) | |
42 | ||
9e4cc50d | 43 | ///////////////////////////////////////////////////////////////////// |
1b7d5d7e | 44 | |
9e4cc50d | 45 | AliUA1JetFinderV1::AliUA1JetFinderV1() : |
46 | AliJetFinder(), | |
47 | fLego(0) | |
98e98c1c | 48 | { |
49 | // Constructor | |
70e58892 | 50 | } |
51 | ||
52 | //////////////////////////////////////////////////////////////////////// | |
53 | ||
54 | AliUA1JetFinderV1::~AliUA1JetFinderV1() | |
55 | ||
56 | { | |
57 | // destructor | |
c1f55a27 | 58 | delete fLego; |
59 | fLego = 0; | |
70e58892 | 60 | } |
61 | ||
62 | //////////////////////////////////////////////////////////////////////// | |
63 | ||
64 | ||
65 | void AliUA1JetFinderV1::FindJets() | |
66 | ||
67 | { | |
68 | //1) Fill cell map array | |
69 | //2) calculate total energy and fluctuation level | |
70 | //3) Run algorithm | |
71 | // 3.1) look centroides in cell map | |
72 | // 3.2) calculate total energy in cones | |
73 | // 3.3) flag as a possible jet | |
74 | // 3.4) reorder cones by energy | |
75 | //4) subtract backg in accepted jets | |
76 | //5) fill AliJet list | |
77 | ||
78 | // transform input to pt,eta,phi plus lego | |
7d0f353c | 79 | |
80 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; | |
70e58892 | 81 | TClonesArray *lvArray = fReader->GetMomentumArray(); |
82 | Int_t nIn = lvArray->GetEntries(); | |
83 | if (nIn == 0) return; | |
84 | ||
85 | // local arrays for input | |
1d27ecd2 | 86 | Float_t* ptT = new Float_t[nIn]; |
87 | Float_t* etaT = new Float_t[nIn]; | |
88 | Float_t* phiT = new Float_t[nIn]; | |
70e58892 | 89 | Int_t* injet = new Int_t[nIn]; |
90 | ||
91 | //total energy in array | |
92 | Float_t etbgTotal = 0.0; | |
93 | TH1F* hPtTotal = new TH1F("hPt","Pt distribution of all particles ",100,0.0,15.0); | |
94 | ||
95 | // load input vectors and calculate total energy in array | |
96 | for (Int_t i = 0; i < nIn; i++){ | |
97 | TLorentzVector *lv = (TLorentzVector*) lvArray->At(i); | |
98 | ptT[i] = lv->Pt(); | |
99 | etaT[i] = lv->Eta(); | |
100 | phiT[i] = ((lv->Phi() < 0) ? (lv->Phi()) + 2 * TMath::Pi() : lv->Phi()); | |
101 | if (fReader->GetCutFlag(i) != 1) continue; | |
9dda5307 | 102 | fLego ->Fill(etaT[i], phiT[i], ptT[i]); |
70e58892 | 103 | hPtTotal->Fill(ptT[i]); |
104 | etbgTotal+= ptT[i]; | |
105 | } | |
9dda5307 | 106 | |
70e58892 | 107 | fJets->SetNinput(nIn); |
108 | ||
109 | // calculate total energy and fluctuation in map | |
110 | Double_t meanpt = hPtTotal->GetMean(); | |
9dda5307 | 111 | Double_t ptRMS = hPtTotal->GetRMS(); |
112 | Double_t npart = hPtTotal->GetEntries(); | |
70e58892 | 113 | Double_t dEtTotal = (TMath::Sqrt(npart))*TMath::Sqrt(meanpt * meanpt + ptRMS*ptRMS); |
114 | ||
115 | // arrays to hold jets | |
116 | Float_t* etaJet = new Float_t[30]; | |
117 | Float_t* phiJet = new Float_t[30]; | |
118 | Float_t* etJet = new Float_t[30]; | |
119 | Float_t* etsigJet = new Float_t[30]; //signal et in jet | |
120 | Float_t* etallJet = new Float_t[30]; // total et in jet (tmp variable) | |
121 | Int_t* ncellsJet = new Int_t[30]; | |
122 | Int_t* multJet = new Int_t[30]; | |
123 | Int_t nJets; // to hold number of jets found by algorithm | |
124 | Int_t nj; // number of jets accepted | |
7d0f353c | 125 | Float_t prec = header->GetPrecBg(); |
70e58892 | 126 | Float_t bgprec = 1; |
127 | while(bgprec > prec){ | |
128 | //reset jet arrays in memory | |
129 | memset(etaJet,0,sizeof(Float_t)*30); | |
130 | memset(phiJet,0,sizeof(Float_t)*30); | |
131 | memset(etJet,0,sizeof(Float_t)*30); | |
132 | memset(etallJet,0,sizeof(Float_t)*30); | |
133 | memset(etsigJet,0,sizeof(Float_t)*30); | |
134 | memset(ncellsJet,0,sizeof(Int_t)*30); | |
135 | memset(multJet,0,sizeof(Int_t)*30); | |
136 | nJets = 0; | |
137 | nj = 0; | |
138 | // reset particles-jet array in memory | |
98e98c1c | 139 | memset(injet,-1,sizeof(Int_t)*nIn); |
70e58892 | 140 | //run cone algorithm finder |
141 | RunAlgoritm(etbgTotal,dEtTotal,nJets,etJet,etaJet,phiJet,etallJet,ncellsJet); | |
142 | //run background subtraction | |
7d0f353c | 143 | if(nJets > header->GetNAcceptJets()) // limited number of accepted jets per event |
144 | nj = header->GetNAcceptJets(); | |
70e58892 | 145 | else |
146 | nj = nJets; | |
147 | //subtract background | |
148 | Float_t etbgTotalN = 0.0; //new background | |
7d0f353c | 149 | if(header->GetBackgMode() == 1) // standar |
70e58892 | 150 | SubtractBackg(nIn,nj,etbgTotalN,ptT,etaT,phiT,etJet,etaJet,phiJet,etsigJet,multJet,injet); |
7d0f353c | 151 | if(header->GetBackgMode() == 2) //cone |
70e58892 | 152 | SubtractBackgCone(nIn,nj,etbgTotalN,ptT,etaT,phiT,etJet,etaJet,phiJet,etsigJet,multJet,injet); |
7d0f353c | 153 | if(header->GetBackgMode() == 3) //ratio |
70e58892 | 154 | SubtractBackgRatio(nIn,nj,etbgTotalN,ptT,etaT,phiT,etJet,etaJet,phiJet,etsigJet,multJet,injet); |
7d0f353c | 155 | if(header->GetBackgMode() == 4) //statistic |
70e58892 | 156 | SubtractBackgStat(nIn,nj,etbgTotalN,ptT,etaT,phiT,etJet,etaJet,phiJet,etsigJet,multJet,injet); |
157 | //calc precision | |
158 | if(etbgTotalN != 0.0) | |
159 | bgprec = (etbgTotal - etbgTotalN)/etbgTotalN; | |
160 | else | |
161 | bgprec = 0; | |
162 | etbgTotal = etbgTotalN; // update with new background estimation | |
163 | } //end while | |
164 | ||
165 | // add jets to list | |
166 | Int_t* idxjets = new Int_t[nj]; | |
167 | Int_t nselectj = 0; | |
99513b18 | 168 | // printf("Found %d jets \n", nj); |
76c48857 | 169 | |
c02b94ea | 170 | TRefArray *refs = 0; |
171 | Bool_t fromAod = !strcmp(fReader->ClassName(),"AliJetAODReader"); | |
172 | if (fromAod) refs = fReader->GetReferences(); | |
70e58892 | 173 | for(Int_t kj=0; kj<nj; kj++){ |
7d0f353c | 174 | if ((etaJet[kj] > (header->GetJetEtaMax())) || |
175 | (etaJet[kj] < (header->GetJetEtaMin())) || | |
176 | (etJet[kj] < header->GetMinJetEt())) continue; // acceptance eta range and etmin | |
70e58892 | 177 | Float_t px, py,pz,en; // convert to 4-vector |
178 | px = etJet[kj] * TMath::Cos(phiJet[kj]); | |
179 | py = etJet[kj] * TMath::Sin(phiJet[kj]); | |
180 | pz = etJet[kj] / TMath::Tan(2.0 * TMath::ATan(TMath::Exp(-etaJet[kj]))); | |
181 | en = TMath::Sqrt(px * px + py * py + pz * pz); | |
182 | fJets->AddJet(px, py, pz, en); | |
1d27ecd2 | 183 | AliAODJet jet(px, py, pz, en); |
1eef1eb4 | 184 | |
c02b94ea | 185 | if (fromAod){ |
186 | for(Int_t jpart = 0; jpart < nIn; jpart++) // loop for all particles in array | |
187 | if (injet[jpart] == kj && fReader->GetCutFlag(jpart) == 1) | |
188 | jet.AddTrack(refs->At(jpart)); // check if the particle belongs to the jet and add the ref | |
189 | } | |
1eef1eb4 | 190 | |
99513b18 | 191 | //jet.Print(""); |
1d27ecd2 | 192 | |
193 | AddJet(jet); | |
194 | ||
70e58892 | 195 | idxjets[nselectj] = kj; |
196 | nselectj++; | |
1eef1eb4 | 197 | } //end particle loop |
198 | ||
70e58892 | 199 | //add signal percentage and total signal in AliJets for analysis tool |
200 | Float_t* percentage = new Float_t[nselectj]; | |
201 | Int_t* ncells = new Int_t[nselectj]; | |
202 | Int_t* mult = new Int_t[nselectj]; | |
70e58892 | 203 | for(Int_t i = 0; i< nselectj; i++){ |
204 | percentage[i] = etsigJet[idxjets[i]]/etJet[idxjets[i]]; | |
205 | ncells[i] = ncellsJet[idxjets[i]]; | |
206 | mult[i] = multJet[idxjets[i]]; | |
207 | } | |
98e98c1c | 208 | //add particle-injet relationship /// |
209 | for(Int_t bj = 0; bj < nIn; bj++){ | |
210 | if(injet[bj] == -1) continue; //background particle | |
211 | Int_t bflag = 0; | |
212 | for(Int_t ci = 0; ci< nselectj; ci++){ | |
213 | if(injet[bj] == idxjets[ci]){ | |
214 | injet[bj]= ci; | |
215 | bflag++; | |
216 | break; | |
217 | } | |
218 | } | |
219 | if(bflag == 0) injet[bj] = -1; // set as background particle | |
220 | } | |
70e58892 | 221 | fJets->SetNCells(ncells); |
222 | fJets->SetPtFromSignal(percentage); | |
223 | fJets->SetMultiplicities(mult); | |
224 | fJets->SetInJet(injet); | |
225 | fJets->SetEtaIn(etaT); | |
226 | fJets->SetPhiIn(phiT); | |
227 | fJets->SetPtIn(ptT); | |
7d0f353c | 228 | fJets->SetEtAvg(etbgTotal/(4*(header->GetLegoEtaMax())*TMath::Pi())); |
70e58892 | 229 | |
230 | ||
231 | //delete | |
0ab34e91 | 232 | delete [] ptT; |
233 | delete [] etaT; | |
234 | delete [] phiT; | |
235 | delete [] injet; | |
70e58892 | 236 | delete hPtTotal; |
0ab34e91 | 237 | delete [] etaJet; |
238 | delete [] phiJet; | |
239 | delete [] etJet; | |
240 | delete [] etsigJet; | |
241 | delete [] etallJet; | |
242 | delete [] ncellsJet; | |
243 | delete [] multJet; | |
244 | delete [] idxjets; | |
245 | delete [] percentage; | |
246 | delete [] ncells; | |
247 | delete [] mult; | |
70e58892 | 248 | |
249 | ||
250 | } | |
251 | ||
252 | //////////////////////////////////////////////////////////////////////// | |
253 | ||
254 | void AliUA1JetFinderV1::RunAlgoritm(Float_t etbgTotal, Double_t dEtTotal, Int_t& nJets, | |
255 | Float_t* etJet,Float_t* etaJet, Float_t* phiJet, | |
256 | Float_t* etallJet, Int_t* ncellsJet) | |
257 | { | |
258 | ||
259 | //dump lego | |
7d0f353c | 260 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
d9eba389 | 261 | const Int_t nBinsMax = 120000; // we use a fixed array not to fragment memory |
9dda5307 | 262 | |
d9eba389 | 263 | const Int_t nBinEta = header->GetLegoNbinEta(); |
264 | const Int_t nBinPhi = header->GetLegoNbinPhi(); | |
265 | if((nBinPhi*nBinEta)>nBinsMax){ | |
266 | AliError("Too many bins of the ETA-PHI histogram"); | |
267 | } | |
268 | ||
0ab34e91 | 269 | Float_t etCell[nBinsMax]; //! Cell Energy |
270 | Float_t etaCell[nBinsMax]; //! Cell eta | |
271 | Float_t phiCell[nBinsMax]; //! Cell phi | |
d9eba389 | 272 | Short_t flagCell[nBinsMax]; //! Cell flag |
70e58892 | 273 | |
274 | Int_t nCell = 0; | |
275 | TAxis* xaxis = fLego->GetXaxis(); | |
276 | TAxis* yaxis = fLego->GetYaxis(); | |
277 | Float_t e = 0.0; | |
d9eba389 | 278 | for (Int_t i = 1; i <= nBinEta; i++) { |
279 | for (Int_t j = 1; j <= nBinPhi; j++) { | |
70e58892 | 280 | e = fLego->GetBinContent(i,j); |
281 | if (e < 0.0) continue; // don't include this cells | |
282 | Float_t eta = xaxis->GetBinCenter(i); | |
283 | Float_t phi = yaxis->GetBinCenter(j); | |
284 | etCell[nCell] = e; | |
285 | etaCell[nCell] = eta; | |
286 | phiCell[nCell] = phi; | |
0ab34e91 | 287 | flagCell[nCell] = 0; //default |
70e58892 | 288 | nCell++; |
289 | } | |
290 | } | |
291 | ||
292 | // Parameters from header | |
7d0f353c | 293 | Float_t minmove = header->GetMinMove(); |
294 | Float_t maxmove = header->GetMaxMove(); | |
295 | Float_t rc = header->GetRadius(); | |
296 | Float_t etseed = header->GetEtSeed(); | |
297 | //Float_t etmin = header->GetMinJetEt(); | |
70e58892 | 298 | |
299 | ||
300 | ||
301 | // tmp array of jets form algoritm | |
302 | Float_t etaAlgoJet[30]; | |
303 | Float_t phiAlgoJet[30]; | |
304 | Float_t etAlgoJet[30]; | |
305 | Int_t ncellsAlgoJet[30]; | |
306 | ||
307 | //run algorithm// | |
308 | ||
309 | // sort cells by et | |
310 | Int_t * index = new Int_t[nCell]; | |
311 | TMath::Sort(nCell, etCell, index); | |
312 | // variable used in centroide loop | |
9dda5307 | 313 | Float_t eta = 0.0; |
314 | Float_t phi = 0.0; | |
315 | Float_t eta0 = 0.0; | |
316 | Float_t phi0 = 0.0; | |
317 | Float_t etab = 0.0; | |
318 | Float_t phib = 0.0; | |
319 | Float_t etas = 0.0; | |
320 | Float_t phis = 0.0; | |
321 | Float_t ets = 0.0; | |
322 | Float_t deta = 0.0; | |
323 | Float_t dphi = 0.0; | |
324 | Float_t dr = 0.0; | |
325 | Float_t etsb = 0.0; | |
70e58892 | 326 | Float_t etasb = 0.0; |
327 | Float_t phisb = 0.0; | |
9dda5307 | 328 | Float_t dphib = 0.0; |
329 | ||
70e58892 | 330 | |
331 | for(Int_t icell = 0; icell < nCell; icell++){ | |
332 | Int_t jcell = index[icell]; | |
333 | if(etCell[jcell] <= etseed) continue; // if cell energy is low et seed | |
334 | if(flagCell[jcell] != 0) continue; // if cell was used before | |
335 | eta = etaCell[jcell]; | |
336 | phi = phiCell[jcell]; | |
337 | eta0 = eta; | |
338 | phi0 = phi; | |
339 | etab = eta; | |
340 | phib = phi; | |
341 | ets = etCell[jcell]; | |
342 | etas = 0.0; | |
343 | phis = 0.0; | |
344 | etsb = ets; | |
345 | etasb = 0.0; | |
346 | phisb = 0.0; | |
347 | for(Int_t kcell =0; kcell < nCell; kcell++){ | |
348 | Int_t lcell = index[kcell]; | |
9dda5307 | 349 | if(lcell == jcell) continue; // cell itself |
350 | if(flagCell[lcell] != 0) continue; // cell used before | |
351 | if(etCell[lcell] > etCell[jcell]) continue; // can this happen | |
70e58892 | 352 | //calculate dr |
353 | deta = etaCell[lcell] - eta; | |
9dda5307 | 354 | dphi = TMath::Abs(phiCell[lcell] - phi); |
355 | if (dphi > TMath::Pi()) dphi = 2. * TMath::Pi() - dphi; | |
356 | dr = TMath::Sqrt(deta * deta + dphi * dphi); | |
70e58892 | 357 | if(dr <= rc){ |
358 | // calculate offset from initiate cell | |
359 | deta = etaCell[lcell] - eta0; | |
360 | dphi = phiCell[lcell] - phi0; | |
9dda5307 | 361 | if (dphi < - TMath::Pi()) dphi= dphi + 2.0 * TMath::Pi(); |
362 | if (dphi > TMath::Pi()) dphi = dphi - 2.0 * TMath::Pi(); | |
363 | ||
70e58892 | 364 | etas = etas + etCell[lcell]*deta; |
365 | phis = phis + etCell[lcell]*dphi; | |
366 | ets = ets + etCell[lcell]; | |
367 | //new weighted eta and phi including this cell | |
368 | eta = eta0 + etas/ets; | |
369 | phi = phi0 + phis/ets; | |
370 | // if cone does not move much, just go to next step | |
9dda5307 | 371 | dphib = TMath::Abs(phi - phib); |
372 | if (dphib > TMath::Pi()) dphib = 2. * TMath::Pi() - dphib; | |
373 | dr = TMath::Sqrt((eta-etab)*(eta-etab) + dphib * dphib); | |
70e58892 | 374 | if(dr <= minmove) break; |
375 | // cone should not move more than max_mov | |
376 | dr = TMath::Sqrt((etas/ets)*(etas/ets) + (phis/ets)*(phis/ets)); | |
377 | if(dr > maxmove){ | |
9dda5307 | 378 | eta = etab; |
379 | phi = phib; | |
380 | ets = etsb; | |
381 | etas = etasb; | |
382 | phis = phisb; | |
383 | } else { // store this loop information | |
384 | etab = eta; | |
385 | phib = phi; | |
386 | etsb = ets; | |
387 | etasb = etas; | |
388 | phisb = phis; | |
70e58892 | 389 | } |
9dda5307 | 390 | } // inside cone |
70e58892 | 391 | }//end of cells loop looking centroide |
392 | ||
393 | //avoid cones overloap (to be implemented in the future) | |
394 | ||
395 | //flag cells in Rc, estimate total energy in cone | |
396 | Float_t etCone = 0.0; | |
397 | Int_t nCellIn = 0; | |
7d0f353c | 398 | rc = header->GetRadius(); |
70e58892 | 399 | for(Int_t ncell =0; ncell < nCell; ncell++){ |
400 | if(flagCell[ncell] != 0) continue; // cell used before | |
401 | //calculate dr | |
402 | deta = etaCell[ncell] - eta; | |
403 | dphi = phiCell[ncell] - phi; | |
404 | if (dphi < -TMath::Pi()) dphi= -dphi - 2.0 * TMath::Pi(); | |
405 | if (dphi > TMath::Pi()) dphi = 2.0 * TMath::Pi() - dphi; | |
406 | dr = TMath::Sqrt(deta * deta + dphi * dphi); | |
407 | if(dr <= rc){ // cell in cone | |
408 | flagCell[ncell] = -1; | |
409 | etCone+=etCell[ncell]; | |
410 | nCellIn++; | |
411 | } | |
412 | } | |
413 | ||
414 | // select jets with et > background | |
415 | // estimate max fluctuation of background in cone | |
416 | Double_t ncellin = (Double_t)nCellIn; | |
417 | Double_t ntcell = (Double_t)nCell; | |
418 | Double_t etbmax = (etbgTotal + dEtTotal )*(ncellin/ntcell); | |
419 | // min cone et | |
420 | Double_t etcmin = etCone ; // could be used etCone - etmin !! | |
421 | //desicions !! etbmax < etcmin | |
422 | for(Int_t mcell =0; mcell < nCell; mcell++){ | |
423 | if(flagCell[mcell] == -1){ | |
424 | if(etbmax < etcmin) | |
425 | flagCell[mcell] = 1; //flag cell as used | |
426 | else | |
427 | flagCell[mcell] = 0; // leave it free | |
428 | } | |
429 | } | |
430 | //store tmp jet info !!! | |
98e98c1c | 431 | if(etbmax < etcmin) { |
70e58892 | 432 | etaAlgoJet[nJets] = eta; |
433 | phiAlgoJet[nJets] = phi; | |
434 | etAlgoJet[nJets] = etCone; | |
435 | ncellsAlgoJet[nJets] = nCellIn; | |
436 | nJets++; | |
437 | } | |
438 | ||
439 | } // end of cells loop | |
440 | ||
441 | //reorder jets by et in cone | |
442 | //sort jets by energy | |
443 | Int_t * idx = new Int_t[nJets]; | |
444 | TMath::Sort(nJets, etAlgoJet, idx); | |
445 | for(Int_t p = 0; p < nJets; p++){ | |
446 | etaJet[p] = etaAlgoJet[idx[p]]; | |
447 | phiJet[p] = phiAlgoJet[idx[p]]; | |
448 | etJet[p] = etAlgoJet[idx[p]]; | |
449 | etallJet[p] = etAlgoJet[idx[p]]; | |
450 | ncellsJet[p] = ncellsAlgoJet[idx[p]]; | |
451 | } | |
452 | ||
453 | ||
454 | //delete | |
9dda5307 | 455 | delete[] index; |
456 | delete[] idx; | |
70e58892 | 457 | |
458 | } | |
459 | //////////////////////////////////////////////////////////////////////// | |
460 | ||
461 | void AliUA1JetFinderV1::SubtractBackg(Int_t& nIn, Int_t&nJ, Float_t&etbgTotalN, | |
462 | Float_t* ptT, Float_t* etaT, Float_t* phiT, | |
463 | Float_t* etJet,Float_t* etaJet, Float_t* phiJet, Float_t* etsigJet, | |
464 | Int_t* multJet, Int_t* injet) | |
465 | { | |
466 | //background subtraction using cone method but without correction in dE/deta distribution | |
467 | ||
468 | //calculate energy inside and outside cones | |
7d0f353c | 469 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
470 | Float_t rc= header->GetRadius(); | |
70e58892 | 471 | Float_t etIn[30]; |
472 | Float_t etOut = 0; | |
473 | for(Int_t jpart = 0; jpart < nIn; jpart++){ // loop for all particles in array | |
98e98c1c | 474 | // if((fReader->GetCutFlag(jpart)) != 1) continue; // pt cut |
70e58892 | 475 | for(Int_t ijet=0; ijet<nJ; ijet++){ |
476 | Float_t deta = etaT[jpart] - etaJet[ijet]; | |
477 | Float_t dphi = phiT[jpart] - phiJet[ijet]; | |
478 | if (dphi < -TMath::Pi()) dphi= -dphi - 2.0 * TMath::Pi(); | |
479 | if (dphi > TMath::Pi()) dphi = 2.0 * TMath::Pi() - dphi; | |
480 | Float_t dr = TMath::Sqrt(deta * deta + dphi * dphi); | |
481 | if(dr <= rc){ // particles inside this cone | |
70e58892 | 482 | multJet[ijet]++; |
483 | injet[jpart] = ijet; | |
98e98c1c | 484 | if((fReader->GetCutFlag(jpart)) == 1){ // pt cut |
485 | etIn[ijet] += ptT[jpart]; | |
486 | if(fReader->GetSignalFlag(jpart) == 1) etsigJet[ijet]+= ptT[jpart]; | |
487 | } | |
70e58892 | 488 | break; |
489 | } | |
490 | }// end jets loop | |
970a3bbc | 491 | if(injet[jpart] == -1 && fReader->GetCutFlag(jpart) == 1) |
98e98c1c | 492 | etOut += ptT[jpart]; // particle outside cones and pt cut |
70e58892 | 493 | } //end particle loop |
494 | ||
495 | //estimate jets and background areas | |
496 | Float_t areaJet[30]; | |
7d0f353c | 497 | Float_t areaOut = 4*(header->GetLegoEtaMax())*TMath::Pi(); |
70e58892 | 498 | for(Int_t k=0; k<nJ; k++){ |
499 | Float_t detamax = etaJet[k] + rc; | |
500 | Float_t detamin = etaJet[k] - rc; | |
501 | Float_t accmax = 0.0; Float_t accmin = 0.0; | |
7d0f353c | 502 | if(detamax > header->GetLegoEtaMax()){ // sector outside etamax |
503 | Float_t h = header->GetLegoEtaMax() - etaJet[k]; | |
70e58892 | 504 | accmax = rc*rc*TMath::ACos(h/rc) - h*TMath::Sqrt(rc*rc - h*h); |
505 | } | |
7d0f353c | 506 | if(detamin < header->GetLegoEtaMin()){ // sector outside etamin |
507 | Float_t h = header->GetLegoEtaMax() + etaJet[k]; | |
70e58892 | 508 | accmin = rc*rc*TMath::ACos(h/rc) - h*TMath::Sqrt(rc*rc - h*h); |
509 | } | |
510 | areaJet[k] = rc*rc*TMath::Pi() - accmax - accmin; | |
511 | areaOut = areaOut - areaJet[k]; | |
512 | } | |
513 | //subtract background using area method | |
514 | for(Int_t ljet=0; ljet<nJ; ljet++){ | |
515 | Float_t areaRatio = areaJet[ljet]/areaOut; | |
516 | etJet[ljet] = etIn[ljet]-etOut*areaRatio; // subtraction | |
517 | } | |
518 | ||
519 | // estimate new total background | |
7d0f353c | 520 | Float_t areaT = 4*(header->GetLegoEtaMax())*TMath::Pi(); |
70e58892 | 521 | etbgTotalN = etOut*areaT/areaOut; |
522 | ||
523 | ||
524 | } | |
525 | ||
526 | //////////////////////////////////////////////////////////////////////// | |
527 | ||
528 | void AliUA1JetFinderV1::SubtractBackgStat(Int_t& nIn, Int_t&nJ,Float_t&etbgTotalN, | |
529 | Float_t* ptT, Float_t* etaT, Float_t* phiT, | |
530 | Float_t* etJet,Float_t* etaJet, Float_t* phiJet, Float_t* etsigJet, | |
531 | Int_t* multJet, Int_t* injet) | |
532 | { | |
533 | ||
534 | //background subtraction using statistical method | |
7d0f353c | 535 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
536 | Float_t etbgStat = header->GetBackgStat(); // pre-calculated background | |
70e58892 | 537 | |
538 | //calculate energy inside | |
7d0f353c | 539 | Float_t rc= header->GetRadius(); |
70e58892 | 540 | Float_t etIn[30]; |
541 | ||
542 | for(Int_t jpart = 0; jpart < nIn; jpart++){ // loop for all particles in array | |
98e98c1c | 543 | //if((fReader->GetCutFlag(jpart)) != 1) continue; // pt cut |
70e58892 | 544 | for(Int_t ijet=0; ijet<nJ; ijet++){ |
545 | Float_t deta = etaT[jpart] - etaJet[ijet]; | |
546 | Float_t dphi = phiT[jpart] - phiJet[ijet]; | |
547 | if (dphi < -TMath::Pi()) dphi= -dphi - 2.0 * TMath::Pi(); | |
548 | if (dphi > TMath::Pi()) dphi = 2.0 * TMath::Pi() - dphi; | |
549 | Float_t dr = TMath::Sqrt(deta * deta + dphi * dphi); | |
550 | if(dr <= rc){ // particles inside this cone | |
70e58892 | 551 | multJet[ijet]++; |
552 | injet[jpart] = ijet; | |
98e98c1c | 553 | if((fReader->GetCutFlag(jpart)) == 1){ // pt cut |
554 | etIn[ijet]+= ptT[jpart]; | |
555 | if(fReader->GetSignalFlag(jpart) == 1) etsigJet[ijet] += ptT[jpart]; | |
556 | } | |
70e58892 | 557 | break; |
558 | } | |
559 | }// end jets loop | |
560 | } //end particle loop | |
561 | ||
562 | //calc jets areas | |
563 | Float_t areaJet[30]; | |
7d0f353c | 564 | Float_t areaOut = 4*(header->GetLegoEtaMax())*TMath::Pi(); |
70e58892 | 565 | for(Int_t k=0; k<nJ; k++){ |
566 | Float_t detamax = etaJet[k] + rc; | |
567 | Float_t detamin = etaJet[k] - rc; | |
568 | Float_t accmax = 0.0; Float_t accmin = 0.0; | |
7d0f353c | 569 | if(detamax > header->GetLegoEtaMax()){ // sector outside etamax |
570 | Float_t h = header->GetLegoEtaMax() - etaJet[k]; | |
70e58892 | 571 | accmax = rc*rc*TMath::ACos(h/rc) - h*TMath::Sqrt(rc*rc - h*h); |
572 | } | |
7d0f353c | 573 | if(detamin < header->GetLegoEtaMin()){ // sector outside etamin |
574 | Float_t h = header->GetLegoEtaMax() + etaJet[k]; | |
70e58892 | 575 | accmin = rc*rc*TMath::ACos(h/rc) - h*TMath::Sqrt(rc*rc - h*h); |
576 | } | |
577 | areaJet[k] = rc*rc*TMath::Pi() - accmax - accmin; | |
578 | } | |
579 | ||
580 | //subtract background using area method | |
581 | for(Int_t ljet=0; ljet<nJ; ljet++){ | |
582 | Float_t areaRatio = areaJet[ljet]/areaOut; | |
583 | etJet[ljet] = etIn[ljet]-etbgStat*areaRatio; // subtraction | |
584 | } | |
585 | ||
586 | etbgTotalN = etbgStat; | |
587 | ||
588 | } | |
589 | ||
590 | //////////////////////////////////////////////////////////////////////// | |
591 | ||
592 | void AliUA1JetFinderV1::SubtractBackgCone(Int_t& nIn, Int_t&nJ,Float_t& etbgTotalN, | |
593 | Float_t* ptT, Float_t* etaT, Float_t* phiT, | |
594 | Float_t* etJet,Float_t* etaJet, Float_t* phiJet, Float_t* etsigJet, | |
595 | Int_t* multJet, Int_t* injet) | |
596 | { | |
597 | // Cone background subtraction method taking into acount dEt/deta distribution | |
7d0f353c | 598 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
70e58892 | 599 | //general |
7d0f353c | 600 | Float_t rc= header->GetRadius(); |
601 | Float_t etamax = header->GetLegoEtaMax(); | |
602 | Float_t etamin = header->GetLegoEtaMin(); | |
70e58892 | 603 | Int_t ndiv = 100; |
604 | ||
605 | // jet energy and area arrays | |
606 | TH1F* hEtJet[30]; | |
607 | TH1F* hAreaJet[30]; | |
608 | for(Int_t mjet=0; mjet<nJ; mjet++){ | |
609 | char hEtname[256]; char hAreaname[256]; | |
610 | sprintf(hEtname, "hEtJet%d", mjet); sprintf(hAreaname, "hAreaJet%d", mjet); | |
611 | hEtJet[mjet] = new TH1F(hEtname,"et dist in eta ",ndiv,etamin,etamax); | |
612 | hAreaJet[mjet] = new TH1F(hAreaname,"area dist in eta ",ndiv,etamin,etamax); | |
613 | } | |
614 | // background energy and area | |
615 | TH1F* hEtBackg = new TH1F("hEtBackg"," backg et dist in eta ",ndiv,etamin,etamax); | |
616 | TH1F* hAreaBackg = new TH1F("hAreaBackg","backg area dist in eta ",ndiv,etamin,etamax); | |
617 | ||
618 | //fill energies | |
619 | for(Int_t jpart = 0; jpart < nIn; jpart++){ // loop for all particles in array | |
70e58892 | 620 | for(Int_t ijet=0; ijet<nJ; ijet++){ // loop for all jets |
621 | Float_t deta = etaT[jpart] - etaJet[ijet]; | |
98e98c1c | 622 | Float_t dphi = phiT[jpart] - phiJet[ijet]; |
70e58892 | 623 | if (dphi < -TMath::Pi()) dphi= -dphi - 2.0 * TMath::Pi(); |
98e98c1c | 624 | if (dphi > TMath::Pi()) dphi = 2.0 * TMath::Pi() - dphi; |
625 | Float_t dr = TMath::Sqrt(deta * deta + dphi * dphi); | |
70e58892 | 626 | if(dr <= rc){ // particles inside this cone |
70e58892 | 627 | injet[jpart] = ijet; |
98e98c1c | 628 | multJet[ijet]++; |
629 | if((fReader->GetCutFlag(jpart)) == 1){// pt cut | |
630 | hEtJet[ijet]->Fill(etaT[jpart],ptT[jpart]); //particle inside cone | |
631 | if(fReader->GetSignalFlag(jpart) == 1) etsigJet[ijet] += ptT[jpart]; | |
632 | } | |
70e58892 | 633 | break; |
634 | } | |
635 | }// end jets loop | |
970a3bbc | 636 | if(injet[jpart] == -1 && fReader->GetCutFlag(jpart) == 1) |
98e98c1c | 637 | hEtBackg->Fill(etaT[jpart],ptT[jpart]); // particle outside cones |
70e58892 | 638 | } //end particle loop |
639 | ||
640 | //calc areas | |
641 | Float_t eta0 = etamin; | |
642 | Float_t etaw = (etamax - etamin)/((Float_t)ndiv); | |
643 | Float_t eta1 = eta0 + etaw; | |
644 | for(Int_t etabin = 0; etabin< ndiv; etabin++){ // loop for all eta bins | |
645 | Float_t etac = eta0 + etaw/2.0; | |
646 | Float_t areabg = etaw*2.0*TMath::Pi(); | |
647 | for(Int_t ijet=0; ijet<nJ; ijet++){ // loop for all jets | |
648 | Float_t deta0 = TMath::Abs(eta0 - etaJet[ijet]); | |
649 | Float_t deta1 = TMath::Abs(eta1 - etaJet[ijet]); | |
650 | Float_t acc0 = 0.0; Float_t acc1 = 0.0; | |
651 | Float_t areaj = 0.0; | |
652 | if(deta0 > rc && deta1 < rc){ | |
653 | acc1 = rc*rc*TMath::ACos(deta1/rc) - deta1*TMath::Sqrt(rc*rc - deta1*deta1); | |
654 | areaj = acc1; | |
655 | } | |
656 | if(deta0 < rc && deta1 > rc){ | |
657 | acc0 = rc*rc*TMath::ACos(deta0/rc) - deta0*TMath::Sqrt(rc*rc - deta0*deta0); | |
658 | areaj = acc0; | |
659 | } | |
660 | if(deta0 < rc && deta1 < rc){ | |
661 | acc0 = rc*rc*TMath::ACos(deta0/rc) - deta0*TMath::Sqrt(rc*rc - deta0*deta0); | |
662 | acc1 = rc*rc*TMath::ACos(deta1/rc) - deta1*TMath::Sqrt(rc*rc - deta1*deta1); | |
663 | if(eta1<etaJet[ijet]) areaj = acc1-acc0; // case 1 | |
664 | if((eta0 < etaJet[ijet]) && (etaJet[ijet]<eta1)) areaj = rc*rc*TMath::Pi() - acc1 -acc0; // case 2 | |
665 | if(etaJet[ijet] < eta0) areaj = acc0 -acc1; // case 3 | |
666 | } | |
667 | hAreaJet[ijet]->Fill(etac,areaj); | |
668 | areabg = areabg - areaj; | |
669 | } // end jets loop | |
670 | hAreaBackg->Fill(etac,areabg); | |
671 | eta0 = eta1; | |
672 | eta1 = eta1 + etaw; | |
673 | } // end loop for all eta bins | |
674 | ||
675 | //subtract background | |
676 | for(Int_t kjet=0; kjet<nJ; kjet++){ | |
677 | etJet[kjet] = 0.0; // first clear etJet for this jet | |
678 | for(Int_t bin = 0; bin< ndiv; bin++){ | |
679 | if(hAreaJet[kjet]->GetBinContent(bin)){ | |
680 | Float_t areab = hAreaBackg->GetBinContent(bin); | |
681 | Float_t etb = hEtBackg->GetBinContent(bin); | |
682 | Float_t areaR = (hAreaJet[kjet]->GetBinContent(bin))/areab; | |
683 | etJet[kjet] = etJet[kjet] + ((hEtJet[kjet]->GetBinContent(bin)) - etb*areaR); //subtraction | |
684 | } | |
685 | } | |
686 | } | |
687 | ||
688 | // calc background total | |
689 | Double_t etOut = hEtBackg->Integral(); | |
690 | Double_t areaOut = hAreaBackg->Integral(); | |
7d0f353c | 691 | Float_t areaT = 4*(header->GetLegoEtaMax())*TMath::Pi(); |
70e58892 | 692 | etbgTotalN = etOut*areaT/areaOut; |
693 | ||
694 | //delete | |
695 | for(Int_t ljet=0; ljet<nJ; ljet++){ // loop for all jets | |
696 | delete hEtJet[ljet]; | |
697 | delete hAreaJet[ljet]; | |
698 | } | |
699 | ||
700 | delete hEtBackg; | |
701 | delete hAreaBackg; | |
702 | } | |
703 | ||
704 | //////////////////////////////////////////////////////////////////////// | |
705 | ||
706 | ||
707 | void AliUA1JetFinderV1::SubtractBackgRatio(Int_t& nIn, Int_t&nJ,Float_t& etbgTotalN, | |
708 | Float_t* ptT, Float_t* etaT, Float_t* phiT, | |
709 | Float_t* etJet,Float_t* etaJet, Float_t* phiJet, Float_t* etsigJet, | |
710 | Int_t* multJet, Int_t* injet) | |
711 | { | |
712 | // Ratio background subtraction method taking into acount dEt/deta distribution | |
7d0f353c | 713 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
70e58892 | 714 | //factor F calc before |
7d0f353c | 715 | Float_t bgRatioCut = header->GetBackgCutRatio(); |
70e58892 | 716 | |
717 | ||
718 | //general | |
7d0f353c | 719 | Float_t rc= header->GetRadius(); |
720 | Float_t etamax = header->GetLegoEtaMax(); | |
721 | Float_t etamin = header->GetLegoEtaMin(); | |
70e58892 | 722 | Int_t ndiv = 100; |
723 | ||
724 | // jet energy and area arrays | |
725 | TH1F* hEtJet[30]; | |
726 | TH1F* hAreaJet[30]; | |
727 | for(Int_t mjet=0; mjet<nJ; mjet++){ | |
728 | char hEtname[256]; char hAreaname[256]; | |
729 | sprintf(hEtname, "hEtJet%d", mjet); sprintf(hAreaname, "hAreaJet%d", mjet); | |
730 | hEtJet[mjet] = new TH1F(hEtname,"et dist in eta ",ndiv,etamin,etamax); // change range | |
731 | hAreaJet[mjet] = new TH1F(hAreaname,"area dist in eta ",ndiv,etamin,etamax); // change range | |
732 | } | |
733 | // background energy and area | |
734 | TH1F* hEtBackg = new TH1F("hEtBackg"," backg et dist in eta ",ndiv,etamin,etamax); // change range | |
735 | TH1F* hAreaBackg = new TH1F("hAreaBackg","backg area dist in eta ",ndiv,etamin,etamax); // change range | |
736 | ||
737 | //fill energies | |
738 | for(Int_t jpart = 0; jpart < nIn; jpart++){ // loop for all particles in array | |
98e98c1c | 739 | //if((fReader->GetCutFlag(jpart)) != 1) continue; |
70e58892 | 740 | for(Int_t ijet=0; ijet<nJ; ijet++){ // loop for all jets |
741 | Float_t deta = etaT[jpart] - etaJet[ijet]; | |
742 | Float_t dphi = phiT[jpart] - phiJet[ijet]; | |
743 | if (dphi < -TMath::Pi()) dphi= -dphi - 2.0 * TMath::Pi(); | |
744 | if (dphi > TMath::Pi()) dphi = 2.0 * TMath::Pi() - dphi; | |
745 | Float_t dr = TMath::Sqrt(deta * deta + dphi * dphi); | |
746 | if(dr <= rc){ // particles inside this cone | |
70e58892 | 747 | multJet[ijet]++; |
748 | injet[jpart] = ijet; | |
98e98c1c | 749 | if((fReader->GetCutFlag(jpart)) == 1){ //pt cut |
750 | hEtJet[ijet]->Fill(etaT[jpart],ptT[jpart]); //particle inside cone and pt cut | |
751 | if(fReader->GetSignalFlag(jpart) == 1) etsigJet[ijet] += ptT[jpart]; | |
752 | } | |
70e58892 | 753 | break; |
754 | } | |
755 | }// end jets loop | |
98e98c1c | 756 | if(injet[jpart] == -1) hEtBackg->Fill(etaT[jpart],ptT[jpart]); // particle outside cones |
70e58892 | 757 | } //end particle loop |
758 | ||
759 | //calc areas | |
760 | Float_t eta0 = etamin; | |
761 | Float_t etaw = (etamax - etamin)/((Float_t)ndiv); | |
762 | Float_t eta1 = eta0 + etaw; | |
763 | for(Int_t etabin = 0; etabin< ndiv; etabin++){ // loop for all eta bins | |
764 | Float_t etac = eta0 + etaw/2.0; | |
765 | Float_t areabg = etaw*2.0*TMath::Pi(); | |
766 | for(Int_t ijet=0; ijet<nJ; ijet++){ // loop for all jets | |
767 | Float_t deta0 = TMath::Abs(eta0 - etaJet[ijet]); | |
768 | Float_t deta1 = TMath::Abs(eta1 - etaJet[ijet]); | |
769 | Float_t acc0 = 0.0; Float_t acc1 = 0.0; | |
770 | Float_t areaj = 0.0; | |
771 | if(deta0 > rc && deta1 < rc){ | |
772 | acc1 = rc*rc*TMath::ACos(deta1/rc) - deta1*TMath::Sqrt(rc*rc - deta1*deta1); | |
773 | areaj = acc1; | |
774 | } | |
775 | if(deta0 < rc && deta1 > rc){ | |
776 | acc0 = rc*rc*TMath::ACos(deta0/rc) - deta0*TMath::Sqrt(rc*rc - deta0*deta0); | |
777 | areaj = acc0; | |
778 | } | |
779 | if(deta0 < rc && deta1 < rc){ | |
780 | acc0 = rc*rc*TMath::ACos(deta0/rc) - deta0*TMath::Sqrt(rc*rc - deta0*deta0); | |
781 | acc1 = rc*rc*TMath::ACos(deta1/rc) - deta1*TMath::Sqrt(rc*rc - deta1*deta1); | |
782 | if(eta1<etaJet[ijet]) areaj = acc1-acc0; // case 1 | |
783 | if((eta0 < etaJet[ijet]) && (etaJet[ijet]<eta1)) areaj = rc*rc*TMath::Pi() - acc1 -acc0; // case 2 | |
784 | if(etaJet[ijet] < eta0) areaj = acc0 -acc1; // case 3 | |
785 | } | |
786 | hAreaJet[ijet]->Fill(etac,areaj); | |
787 | areabg = areabg - areaj; | |
788 | } // end jets loop | |
789 | hAreaBackg->Fill(etac,areabg); | |
790 | eta0 = eta1; | |
791 | eta1 = eta1 + etaw; | |
792 | } // end loop for all eta bins | |
793 | ||
794 | //subtract background | |
795 | for(Int_t kjet=0; kjet<nJ; kjet++){ | |
796 | etJet[kjet] = 0.0; // first clear etJet for this jet | |
797 | for(Int_t bin = 0; bin< ndiv; bin++){ | |
798 | if(hAreaJet[kjet]->GetBinContent(bin)){ | |
799 | Float_t areab = hAreaBackg->GetBinContent(bin); | |
800 | Float_t etb = hEtBackg->GetBinContent(bin); | |
801 | Float_t areaR = (hAreaJet[kjet]->GetBinContent(bin))/areab; | |
802 | etJet[kjet] = etJet[kjet] + ((hEtJet[kjet]->GetBinContent(bin)) - etb*areaR*bgRatioCut); //subtraction | |
803 | } | |
804 | } | |
805 | } | |
806 | ||
807 | // calc background total | |
808 | Double_t etOut = hEtBackg->Integral(); | |
809 | Double_t areaOut = hAreaBackg->Integral(); | |
7d0f353c | 810 | Float_t areaT = 4*(header->GetLegoEtaMax())*TMath::Pi(); |
70e58892 | 811 | etbgTotalN = etOut*areaT/areaOut; |
812 | ||
813 | //delete | |
814 | for(Int_t ljet=0; ljet<nJ; ljet++){ // loop for all jets | |
815 | delete hEtJet[ljet]; | |
816 | delete hAreaJet[ljet]; | |
817 | } | |
818 | ||
819 | delete hEtBackg; | |
820 | delete hAreaBackg; | |
821 | } | |
822 | ||
823 | //////////////////////////////////////////////////////////////////////// | |
824 | ||
825 | ||
826 | void AliUA1JetFinderV1::Reset() | |
827 | { | |
828 | fLego->Reset(); | |
829 | fJets->ClearJets(); | |
ad8ada26 | 830 | AliJetFinder::Reset(); |
70e58892 | 831 | } |
832 | ||
833 | //////////////////////////////////////////////////////////////////////// | |
834 | ||
835 | void AliUA1JetFinderV1::WriteJHeaderToFile() | |
836 | { | |
7d0f353c | 837 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
7d0f353c | 838 | header->Write(); |
70e58892 | 839 | } |
840 | ||
841 | //////////////////////////////////////////////////////////////////////// | |
842 | ||
843 | void AliUA1JetFinderV1::Init() | |
844 | { | |
845 | // initializes some variables | |
7d0f353c | 846 | AliUA1JetHeaderV1* header = (AliUA1JetHeaderV1*) fHeader; |
70e58892 | 847 | fLego = new |
848 | TH2F("legoH","eta-phi", | |
7d0f353c | 849 | header->GetLegoNbinEta(), header->GetLegoEtaMin(), |
850 | header->GetLegoEtaMax(), header->GetLegoNbinPhi(), | |
851 | header->GetLegoPhiMin(), header->GetLegoPhiMax()); | |
c1f55a27 | 852 | // Do not store in current dir |
853 | fLego->SetDirectory(0); | |
9dda5307 | 854 | |
70e58892 | 855 | } |