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85bfac17 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: AliTHn.cxx 20164 2007-08-14 15:31:50Z morsch $ */
17
18//
19// this storage container is optimized for small memory usage
20// under/over flow bins do not exist
21// sumw2 structure is float only and only create when the weight != 1
22// all histogram functionality (projections, axis, ranges, etc) are taken from THnSparse by propagating
23// the information up into the THnSparse structure (in the ananalysis *after* data processing and merging)
24//
25// the derivation from THnSparse is obviously against many OO rules. correct would be a common baseclass of THnSparse and THn.
26//
27// Author: Jan Fiete Grosse-Oetringhaus
28
29#include "AliTHn.h"
30#include "TList.h"
31#include "TCollection.h"
32#include "AliLog.h"
33#include "TArrayF.h"
34#include "THnSparse.h"
35#include "TMath.h"
36
37ClassImp(AliTHn)
38
39AliTHn::AliTHn() :
40 AliCFContainer(),
41 fNBins(0),
42 fNVars(0),
43 fNSteps(0),
44 fValues(0),
eed401dc 45 fSumw2(0),
46 axisCache(0)
85bfac17 47{
48 // Constructor
49}
50
51AliTHn::AliTHn(const Char_t* name, const Char_t* title,const Int_t nSelStep, const Int_t nVarIn, const Int_t* nBinIn) :
52 AliCFContainer(name, title, nSelStep, nVarIn, nBinIn),
53 fNBins(0),
54 fNVars(nVarIn),
55 fNSteps(nSelStep),
56 fValues(0),
eed401dc 57 fSumw2(0),
58 axisCache(0)
85bfac17 59{
60 // Constructor
61
62 fNBins = 1;
63 for (Int_t i=0; i<fNVars; i++)
64 fNBins *= nBinIn[i];
65
66 Init();
67}
68
69void AliTHn::Init()
70{
71 // initialize
72
73 fValues = new TArrayF*[fNSteps];
74 fSumw2 = new TArrayF*[fNSteps];
75
76 for (Int_t i=0; i<fNSteps; i++)
77 {
78 fValues[i] = 0;
79 fSumw2[i] = 0;
80 }
81}
82
83AliTHn::AliTHn(const AliTHn &c) :
03631860 84 AliCFContainer(c),
85 fNBins(c.fNBins),
86 fNVars(c.fNVars),
87 fNSteps(c.fNSteps),
88 fValues(new TArrayF*[c.fNSteps]),
89 fSumw2(new TArrayF*[c.fNSteps]),
eed401dc 90 axisCache(0)
85bfac17 91{
92 //
93 // AliTHn copy constructor
94 //
95
03631860 96 memset(fValues,0,fNSteps*sizeof(TArrayF*));
97 memset(fSumw2,0,fNSteps*sizeof(TArrayF*));
98
99 for (Int_t i=0; i<fNSteps; i++) {
100 if (c.fValues[i]) fValues[i] = new TArrayF(*(c.fValues[i]));
101 if (c.fSumw2[i]) fSumw2[i] = new TArrayF(*(c.fSumw2[i]));
102 }
103
85bfac17 104}
105
106AliTHn::~AliTHn()
107{
108 // Destructor
109
110 DeleteContainers();
111
03631860 112 delete[] fValues;
113 delete[] fSumw2;
114 delete[] axisCache;
85bfac17 115
85bfac17 116}
117
118void AliTHn::DeleteContainers()
119{
120 // delete data containers
121
122 for (Int_t i=0; i<fNSteps; i++)
123 {
124 if (fValues && fValues[i])
125 {
126 delete fValues[i];
127 fValues[i] = 0;
128 }
129
130 if (fSumw2 && fSumw2[i])
131 {
132 delete fSumw2[i];
133 fSumw2[i] = 0;
134 }
135 }
136}
137
138//____________________________________________________________________
139AliTHn &AliTHn::operator=(const AliTHn &c)
140{
141 // assigment operator
142
03631860 143 if (this != &c) {
144 AliCFContainer::operator=(c);
145 fNBins=c.fNBins;
146 fNVars=c.fNVars;
03631860 147 if(fNSteps) {
148 for(Int_t i=0; i< fNSteps; ++i) {
149 delete fValues[i];
150 delete fSumw2[i];
151 }
152 delete [] fValues;
153 delete [] fSumw2;
3e1096ac 154 }
155 fNSteps=c.fNSteps;
156 if(fNSteps) {
03631860 157 fValues=new TArrayF*[fNSteps];
158 fSumw2=new TArrayF*[fNSteps];
159 memset(fValues,0,fNSteps*sizeof(TArrayF*));
160 memset(fSumw2,0,fNSteps*sizeof(TArrayF*));
161
162 for (Int_t i=0; i<fNSteps; i++) {
163 if (c.fValues[i]) fValues[i] = new TArrayF(*(c.fValues[i]));
164 if (c.fSumw2[i]) fSumw2[i] = new TArrayF(*(c.fSumw2[i]));
165 }
3e1096ac 166 } else {
167 fValues = 0;
168 fSumw2 = 0;
03631860 169 }
170 delete [] axisCache;
171 axisCache = 0;
172 }
85bfac17 173 return *this;
174}
175
176//____________________________________________________________________
177void AliTHn::Copy(TObject& c) const
178{
179 // copy function
180
181 AliTHn& target = (AliTHn &) c;
182
183 AliCFContainer::Copy(target);
184
185 target.fNSteps = fNSteps;
186 target.fNBins = fNBins;
187 target.fNVars = fNVars;
188
189 target.Init();
190
191 for (Int_t i=0; i<fNSteps; i++)
192 {
193 if (fValues[i])
194 target.fValues[i] = new TArrayF(*(fValues[i]));
195 else
196 target.fValues[i] = 0;
197
198 if (fSumw2[i])
199 target.fSumw2[i] = new TArrayF(*(fSumw2[i]));
200 else
201 target.fSumw2[i] = 0;
202 }
203}
204
205//____________________________________________________________________
206Long64_t AliTHn::Merge(TCollection* list)
207{
208 // Merge a list of AliTHn objects with this (needed for
209 // PROOF).
210 // Returns the number of merged objects (including this).
211
212 if (!list)
213 return 0;
214
215 if (list->IsEmpty())
216 return 1;
217
218 AliCFContainer::Merge(list);
219
220 TIterator* iter = list->MakeIterator();
221 TObject* obj;
222
223 Int_t count = 0;
224 while ((obj = iter->Next())) {
225
226 AliTHn* entry = dynamic_cast<AliTHn*> (obj);
227 if (entry == 0)
228 continue;
229
230 for (Int_t i=0; i<fNSteps; i++)
231 {
232 if (entry->fValues[i])
233 {
234 if (!fValues[i])
235 fValues[i] = new TArrayF(fNBins);
236
237 for (Long64_t l = 0; l<fNBins; l++)
238 fValues[i]->GetArray()[l] += entry->fValues[i]->GetArray()[l];
239 }
240
241 if (entry->fSumw2[i])
242 {
243 if (!fSumw2[i])
244 fSumw2[i] = new TArrayF(fNBins);
245
246 for (Long64_t l = 0; l<fNBins; l++)
247 fSumw2[i]->GetArray()[l] += entry->fSumw2[i]->GetArray()[l];
248 }
249 }
250
251 count++;
252 }
253
254 return count+1;
255}
256
257void AliTHn::Fill(const Double_t *var, Int_t istep, Double_t weight)
258{
259 // fills an entry
260
eed401dc 261 // fill axis cache
262 if (!axisCache)
263 {
264 axisCache = new TAxis*[fNVars];
265 for (Int_t i=0; i<fNVars; i++)
266 axisCache[i] = GetAxis(i, 0);
267 }
268
85bfac17 269 // calculate global bin index
270 Long64_t bin = 0;
271 for (Int_t i=0; i<fNVars; i++)
272 {
eed401dc 273 bin *= axisCache[i]->GetNbins();
85bfac17 274
eed401dc 275 Int_t tmpBin = axisCache[i]->FindBin(var[i]);
85bfac17 276// Printf("%d", tmpBin);
277 // under/overflow not supported
eed401dc 278 if (tmpBin < 1 || tmpBin > axisCache[i]->GetNbins())
85bfac17 279 return;
280
281 // bins start from 0 here
282 bin += tmpBin - 1;
283// Printf("%lld", bin);
284 }
285
286 if (!fValues[istep])
287 {
288 fValues[istep] = new TArrayF(fNBins);
289 AliInfo(Form("Created values container for step %d", istep));
290 }
291
292 if (weight != 1)
293 {
294 // initialize with already filled entries (which have been filled with weight == 1), in this case fSumw2 := fValues
295 if (!fSumw2[istep])
296 {
297 fSumw2[istep] = new TArrayF(*fValues[istep]);
298 AliInfo(Form("Created sumw2 container for step %d", istep));
299 }
300 }
301
302 fValues[istep]->GetArray()[bin] += weight;
303 if (fSumw2[istep])
304 fSumw2[istep]->GetArray()[bin] += weight * weight;
305
306// Printf("%f", fValues[istep][bin]);
307
308 // debug
309// AliCFContainer::Fill(var, istep, weight);
310}
311
312Long64_t AliTHn::GetGlobalBinIndex(const Int_t* binIdx)
313{
314 // calculates global bin index
315 // binIdx contains TAxis bin indexes
316 // here bin count starts at 0 because we do not have over/underflow bins
317
318 Long64_t bin = 0;
319 for (Int_t i=0; i<fNVars; i++)
320 {
321 bin *= GetAxis(i, 0)->GetNbins();
322 bin += binIdx[i] - 1;
323 }
324
325 return bin;
326}
327
1bba939a 328void AliTHn::FillContainer(AliCFContainer* cont)
85bfac17 329{
1bba939a 330 // fills the information stored in the buffer in this class into the container <cont>
85bfac17 331
332 for (Int_t i=0; i<fNSteps; i++)
333 {
334 if (!fValues[i])
335 continue;
336
337 Float_t* source = fValues[i]->GetArray();
338 // if fSumw2 is not stored, the sqrt of the number of bin entries in source is filled below; otherwise we use fSumw2
339 Float_t* sourceSumw2 = source;
340 if (fSumw2[i])
341 sourceSumw2 = fSumw2[i]->GetArray();
342
1bba939a 343 THnSparse* target = cont->GetGrid(i)->GetGrid();
85bfac17 344
345 Int_t* binIdx = new Int_t[fNVars];
c32a0ca9 346 Int_t* nBins = new Int_t[fNVars];
85bfac17 347 for (Int_t j=0; j<fNVars; j++)
c32a0ca9 348 {
85bfac17 349 binIdx[j] = 1;
c32a0ca9 350 nBins[j] = target->GetAxis(j)->GetNbins();
351 }
85bfac17 352
353 Long64_t count = 0;
354
355 while (1)
356 {
357// for (Int_t j=0; j<fNVars; j++)
358// printf("%d ", binIdx[j]);
359
360 Long64_t globalBin = GetGlobalBinIndex(binIdx);
361// Printf(" --> %lld", globalBin);
362
363 if (source[globalBin] != 0)
364 {
365 target->SetBinContent(binIdx, source[globalBin]);
366 target->SetBinError(binIdx, TMath::Sqrt(sourceSumw2[globalBin]));
367
368 count++;
369 }
370
371 binIdx[fNVars-1]++;
372
373 for (Int_t j=fNVars-1; j>0; j--)
374 {
c32a0ca9 375 if (binIdx[j] > nBins[j])
85bfac17 376 {
377 binIdx[j] = 1;
378 binIdx[j-1]++;
379 }
380 }
381
c32a0ca9 382 if (binIdx[0] > nBins[0])
85bfac17 383 break;
384 }
385
386 AliInfo(Form("Step %d: copied %lld entries out of %lld bins", i, count, GetGlobalBinIndex(binIdx)));
c32a0ca9 387
388 delete[] binIdx;
389 delete[] nBins;
1bba939a 390 }
391}
392
393void AliTHn::FillParent()
394{
395 // fills the information stored in the buffer in this class into the baseclass containers
396
397 FillContainer(this);
c32a0ca9 398}
399
400void AliTHn::ReduceAxis()
401{
402 // "removes" one axis by summing over the axis and putting the entry to bin 1
403 // TODO presently only implemented for the last axis
404
405 Int_t axis = fNVars-1;
406
407 for (Int_t i=0; i<fNSteps; i++)
408 {
409 if (!fValues[i])
410 continue;
411
412 Float_t* source = fValues[i]->GetArray();
413 Float_t* sourceSumw2 = 0;
414 if (fSumw2[i])
415 sourceSumw2 = fSumw2[i]->GetArray();
416
417 THnSparse* target = GetGrid(i)->GetGrid();
418
419 Int_t* binIdx = new Int_t[fNVars];
420 Int_t* nBins = new Int_t[fNVars];
421 for (Int_t j=0; j<fNVars; j++)
422 {
423 binIdx[j] = 1;
424 nBins[j] = target->GetAxis(j)->GetNbins();
425 }
426
427 Long64_t count = 0;
428
429 while (1)
430 {
431 // sum over axis <axis>
432 Float_t sumValues = 0;
433 Float_t sumSumw2 = 0;
434 for (Int_t j=1; j<=nBins[axis]; j++)
435 {
436 binIdx[axis] = j;
437 Long64_t globalBin = GetGlobalBinIndex(binIdx);
438 sumValues += source[globalBin];
439 source[globalBin] = 0;
440
441 if (sourceSumw2)
442 {
443 sumSumw2 += sourceSumw2[globalBin];
444 sourceSumw2[globalBin] = 0;
445 }
446 }
447 binIdx[axis] = 1;
448
449 Long64_t globalBin = GetGlobalBinIndex(binIdx);
450 source[globalBin] = sumValues;
451 if (sourceSumw2)
452 sourceSumw2[globalBin] = sumSumw2;
453
454 count++;
455
456 // next bin
457 binIdx[fNVars-2]++;
458
459 for (Int_t j=fNVars-2; j>0; j--)
460 {
461 if (binIdx[j] > nBins[j])
462 {
463 binIdx[j] = 1;
464 binIdx[j-1]++;
465 }
466 }
467
468 if (binIdx[0] > nBins[0])
469 break;
470 }
471
472 AliInfo(Form("Step %d: reduced %lld bins to %lld entries", i, GetGlobalBinIndex(binIdx), count));
473
474 delete[] binIdx;
475 delete[] nBins;
85bfac17 476 }
477}