forked from AliceO2Group/O2Physics
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathnucleibalance.cxx
More file actions
2697 lines (2353 loc) · 113 KB
/
nucleibalance.cxx
File metadata and controls
2697 lines (2353 loc) · 113 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
// This software is distributed under the terms of the GNU General Public
// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
//
// In applying this license CERN does not waive the privileges and immunities
// granted to it by virtue of its status as an Intergovernmental Organization
// or submit itself to any jurisdiction.
/// \file nucleibalance.cxx
/// \brief task for the balance function and correlations for nuclei for O2 analysis. First part is inspired from PWGCF/Tasks/correlations.cxx
/// \author Sushanta Tripathy <sushanta.tripathy@cern.ch>
#include "PWGCF/Core/CorrelationContainer.h"
#include "PWGCF/Core/PairCuts.h"
#include "PWGCF/DataModel/CorrelationsDerived.h"
#include "Common/Core/RecoDecay.h"
#include "Common/DataModel/Centrality.h"
#include "Common/DataModel/EventSelection.h"
#include "Common/DataModel/PIDResponseTOF.h"
#include "Common/DataModel/PIDResponseTPC.h"
#include "Common/DataModel/TrackSelectionTables.h"
#include "CCDB/BasicCCDBManager.h"
#include "CommonConstants/MathConstants.h"
#include "CommonConstants/PhysicsConstants.h"
#include "DataFormatsParameters/GRPMagField.h"
#include "DataFormatsParameters/GRPObject.h"
#include "Framework/ASoAHelpers.h"
#include "Framework/AnalysisDataModel.h"
#include "Framework/AnalysisTask.h"
#include "Framework/HistogramRegistry.h"
#include "Framework/RunningWorkflowInfo.h"
#include "Framework/StepTHn.h"
#include "Framework/runDataProcessing.h"
#include <TDirectory.h>
#include <TFile.h>
#include <TFormula.h>
#include <TH1F.h>
#include <THn.h>
#include <THnSparse.h>
#include <TPDGCode.h>
#include <TVector2.h>
#include <cmath>
#include <cstring>
#include <deque>
#include <experimental/type_traits>
#include <memory>
#include <string>
#include <tuple>
#include <utility>
#include <vector>
using namespace o2;
using namespace o2::framework;
using namespace o2::framework::expressions;
using namespace constants::math;
#define O2_DEFINE_CONFIGURABLE(NAME, TYPE, DEFAULT, HELP) Configurable<TYPE> NAME{#NAME, DEFAULT, HELP};
static constexpr float PairCutOff = -1.f;
static constexpr float CfgPairCutDefaults[1][5] = {{PairCutOff, PairCutOff, PairCutOff, PairCutOff, PairCutOff}};
struct Nucleibalance {
SliceCache cache;
// Configuration
O2_DEFINE_CONFIGURABLE(cfgCutVertex, float, 7.0f, "Accepted z-vertex range")
O2_DEFINE_CONFIGURABLE(cfgCutPt, float, 0.5f, "Minimal pT for tracks")
O2_DEFINE_CONFIGURABLE(cfgCutEta, float, 0.8f, "Eta range for tracks")
O2_DEFINE_CONFIGURABLE(cfgCutMCPt, float, 0.5f, "Minimal pT for MC particles (AO2D-MC mode)")
O2_DEFINE_CONFIGURABLE(cfgCutMCEta, float, 0.8f, "Eta range for MC particles (AO2D-MC mode)")
O2_DEFINE_CONFIGURABLE(cfgUseFT0M, int, 1, "Use FT0M centrality (0-100) as multiplicity axis (1=ON, 0=use Ntracks/multiplicity())")
// Track-quality options (AO2D mode). Default selection corresponds to global tracks.
O2_DEFINE_CONFIGURABLE(cfgTPCNClsMin, int, 70, "Minimum number of TPC clusters (tpcNClsFound) in AO2D mode")
O2_DEFINE_CONFIGURABLE(cfgDcaXYMax, float, 0.1f, "Max |DCA_{xy}| to PV (cm) in AO2D mode")
O2_DEFINE_CONFIGURABLE(cfgDcaZMax, float, 0.2f, "Max |DCA_{z}| to PV (cm) in AO2D mode")
O2_DEFINE_CONFIGURABLE(chi2pertpccluster, float, 2.5f, "Maximum Chi2/cluster for the TPC track segment in AO2D mode")
O2_DEFINE_CONFIGURABLE(chi2peritscluster, float, 36.f, "Maximum Chi2/cluster for the ITS track segment in AO2D mode")
O2_DEFINE_CONFIGURABLE(itsnclusters, int, 5, "Minimum number of ITS clusters in AO2D mode")
O2_DEFINE_CONFIGURABLE(cfgPtOrder, int, 1, "Only consider pairs for which pT,1 < pT,2 (0 = OFF, 1 = ON)");
O2_DEFINE_CONFIGURABLE(cfgTriggerCharge, int, 0, "Select on charge of trigger particle: 0 = all; 1 = positive; -1 = negative");
O2_DEFINE_CONFIGURABLE(cfgAssociatedCharge, int, 0, "Select on charge of associated particle: 0 = all charged; 1 = positive; -1 = negative");
O2_DEFINE_CONFIGURABLE(cfgPairCharge, int, 0, "Select on charge of particle pair: 0 = all; 1 = like sign; -1 = unlike sign");
O2_DEFINE_CONFIGURABLE(cfgTwoTrackCut, float, -1, "Two track cut: -1 = off; >0 otherwise distance value (suggested: 0.02)");
O2_DEFINE_CONFIGURABLE(cfgTwoTrackCutMinRadius, float, 0.8f, "Two track cut: radius in m from which two track cuts are applied");
O2_DEFINE_CONFIGURABLE(cfgLocalEfficiency, int, 0, "0 = OFF and 1 = ON for local efficiency");
O2_DEFINE_CONFIGURABLE(cfgCentBinsForMC, int, 0, "0 = OFF and 1 = ON for data like multiplicity/centrality bins for MC steps");
O2_DEFINE_CONFIGURABLE(cfgTrackBitMask, uint16_t, 1, "BitMask for track selection systematics; refer to the enum TrackSelectionCuts in filtering task (default=1 selects global tracks)");
O2_DEFINE_CONFIGURABLE(cfgMultCorrelationsMask, uint16_t, 0, "Selection bitmask for the multiplicity correlations. This should match the filter selection cfgEstimatorBitMask.")
O2_DEFINE_CONFIGURABLE(cfgMultCutFormula, std::string, "", "Multiplicity correlations cut formula. A result greater than zero results in accepted event. Parameters: [cFT0C] FT0C centrality, [mFV0A] V0A multiplicity, [mGlob] global track multiplicity, [mPV] PV track multiplicity")
// PID and species selection for AO2D-based correlations (pi, K, p, d)
O2_DEFINE_CONFIGURABLE(cfgUseTPCOnlyPID, int, 1, "Use only TPC PID (1 = TPC only, 0 = require both TPC and TOF when available)");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTPCPi, float, 3.0f, "|n#sigma^{TPC}_{#pi}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTPCKa, float, 3.0f, "|n#sigma^{TPC}_{K}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTPCPr, float, 3.0f, "|n#sigma^{TPC}_{p}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTPCDe, float, 3.0f, "|n#sigma^{TPC}_{d}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTOFPi, float, 3.0f, "|n#sigma^{TOF}_{#pi}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTOFKa, float, 3.0f, "|n#sigma^{TOF}_{K}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTOFPr, float, 3.0f, "|n#sigma^{TOF}_{p}| cut");
O2_DEFINE_CONFIGURABLE(cfgNsigmaTOFDe, float, 3.0f, "|n#sigma^{TOF}_{d}| cut");
// Species choice for trigger/associated in the BF:
// 0 = pion, 1 = kaon, 2 = proton, 3 = deuteron, -1 = all charged tracks
O2_DEFINE_CONFIGURABLE(cfgTriggerSpecies, int, 3, "Trigger species for BF: 0 = #pi, 1 = K, 2 = p, 3 = d, -1 = all charged tracks");
O2_DEFINE_CONFIGURABLE(cfgAssociatedSpecies, int, 2, "Associated species for BF: 0 = #pi, 1 = K, 2 = p, 3 = d, -1 = all charged tracks");
// Suggested values: Photon: 0.004; K0 and Lambda: 0.005
Configurable<LabeledArray<float>> cfgPairCut{"cfgPairCut", {CfgPairCutDefaults[0], 5, {"Photon", "K0", "Lambda", "Phi", "Rho"}}, "Pair cuts on various particles"};
O2_DEFINE_CONFIGURABLE(cfgEfficiencyTrigger, std::string, "", "CCDB path to efficiency object for trigger particles")
O2_DEFINE_CONFIGURABLE(cfgEfficiencyAssociated, std::string, "", "CCDB path to efficiency object for associated particles")
O2_DEFINE_CONFIGURABLE(cfgNoMixedEvents, int, 5, "Number of mixed events per event")
O2_DEFINE_CONFIGURABLE(cfgVerbosity, int, 1, "Verbosity level (0 = major, 1 = per collision)")
O2_DEFINE_CONFIGURABLE(cfgMcTriggerPDGs, std::vector<int>, {}, "MC PDG codes to use exclusively as trigger particles and exclude from associated particles. Empty = no selection.")
ConfigurableAxis axisVertex{"axisVertex", {7, -7, 7}, "vertex axis for histograms"};
ConfigurableAxis axisDeltaPhi{"axisDeltaPhi", {72, -PIHalf, PIHalf * 3}, "delta phi axis for histograms"};
ConfigurableAxis axisDeltaEta{"axisDeltaEta", {40, -2, 2}, "delta eta axis for histograms"};
ConfigurableAxis axisPtTrigger{"axisPtTrigger", {VARIABLE_WIDTH, 0.5, 1.0, 1.5, 2.0, 3.0, 4.0, 6.0, 10.0}, "pt trigger axis for histograms"};
ConfigurableAxis axisPtAssoc{"axisPtAssoc", {VARIABLE_WIDTH, 0.5, 1.0, 1.5, 2.0, 3.0, 4.0, 6.0}, "pt associated axis for histograms"};
ConfigurableAxis axisMultiplicity{"axisMultiplicity", {VARIABLE_WIDTH, 0, 5, 10, 20, 30, 40, 50, 100.1}, "multiplicity / centrality axis for histograms"};
ConfigurableAxis axisVertexEfficiency{"axisVertexEfficiency", {10, -10, 10}, "vertex axis for efficiency histograms"};
ConfigurableAxis axisEtaEfficiency{"axisEtaEfficiency", {20, -1.0, 1.0}, "eta axis for efficiency histograms"};
ConfigurableAxis axisPtEfficiency{"axisPtEfficiency", {VARIABLE_WIDTH, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.25, 1.5, 1.75, 2.0, 2.25, 2.5, 2.75, 3.0, 3.25, 3.5, 3.75, 4.0, 4.5, 5.0, 6.0, 7.0, 8.0}, "pt axis for efficiency histograms"};
Configurable<int> cfgTrigger{"cfgTrigger", 4, "Event trigger selection: 0=none, 1=sel8, 2=sel8+(kNoSameBunchPileup+kIsGoodZvtxFT0vsPV+kIsGoodITSLayersAll), 3=sel8+occupancy+(kNoCollInTimeRangeStandard)+(kNoSameBunchPileup+kIsGoodZvtxFT0vsPV+kIsGoodITSLayersAll), 4=sel8+(kNoSameBunchPileup+kIsGoodZvtxFT0vsPV)"};
Configurable<int> cfgMinOcc{"cfgMinOcc", 0, "minimum occupancy selection (for cfgTrigger==3)"};
Configurable<int> cfgMaxOcc{"cfgMaxOcc", 3000, "maximum occupancy selection (for cfgTrigger==3)"};
// Named trigger codes to avoid magic numbers in keepCollisionAO2D
// ---- Ion/nucleus PDG encoding helpers (10LZZZAAAI) ----
// Note: these are *format* constants (not particle PDG species codes)
static constexpr int IonCodeThreshold = 1000000000; // 10^9
static constexpr int IonZDivisor = 10000;
static constexpr int IonZModulo = 1000;
static constexpr int PdgElectron = static_cast<int>(PDG_t::kElectron);
static constexpr int PdgMuon = static_cast<int>(PDG_t::kMuonMinus);
static constexpr int PdgPion = static_cast<int>(PDG_t::kPiPlus);
static constexpr int PdgKaon = static_cast<int>(PDG_t::kKPlus);
static constexpr int PdgProton = static_cast<int>(PDG_t::kProton);
static constexpr int TriggerNone = 0;
static constexpr int TriggerSel8 = 1;
static constexpr int TriggerSel8Quality = 2;
static constexpr int TriggerSel8OccQuality = 3;
static constexpr int TriggerSel8NoSbpZvtx = 4;
template <typename TCollision>
bool keepCollisionAO2D(TCollision const& collision) const
{
if (cfgTrigger.value == TriggerNone) {
return true;
} else if (cfgTrigger.value == TriggerSel8) {
return collision.sel8();
} else if (cfgTrigger.value == TriggerSel8Quality) {
return collision.sel8() &&
collision.selection_bit(aod::evsel::kNoSameBunchPileup) &&
collision.selection_bit(aod::evsel::kIsGoodZvtxFT0vsPV) &&
collision.selection_bit(aod::evsel::kIsGoodITSLayersAll);
} else if (cfgTrigger.value == TriggerSel8OccQuality) {
const int occupancy = collision.trackOccupancyInTimeRange();
if (occupancy < cfgMinOcc.value || occupancy >= cfgMaxOcc.value) {
return false;
}
return collision.sel8() &&
collision.selection_bit(aod::evsel::kNoSameBunchPileup) &&
collision.selection_bit(aod::evsel::kIsGoodZvtxFT0vsPV) &&
collision.selection_bit(aod::evsel::kNoCollInTimeRangeStandard) &&
collision.selection_bit(aod::evsel::kIsGoodITSLayersAll);
} else if (cfgTrigger.value == TriggerSel8NoSbpZvtx) {
return collision.sel8() &&
collision.selection_bit(aod::evsel::kNoSameBunchPileup) &&
collision.selection_bit(aod::evsel::kIsGoodZvtxFT0vsPV);
}
LOGF(warn, "Invalid cfgTrigger=%d. Accepting all collisions.", cfgTrigger.value);
return true;
}
template <typename TCollision>
float eventMultiplicityFT0MOrFallback(TCollision const& collision, float fallback) const
{
if (cfgUseFT0M.value == 0) {
return fallback;
}
// Prefer FT0M centrality if present in this collision table
if constexpr (requires { collision.centFT0M(); }) {
const float v = collision.centFT0M();
if (v >= 0.f) {
return v; // expected 0..100
}
}
// Some tables may expose a validity bit
if constexpr (requires { collision.centFT0MValid(); }) {
if (collision.centFT0MValid()) {
if constexpr (requires { collision.centFT0M(); }) {
return collision.centFT0M();
}
}
}
return fallback;
}
static int chargeFromPdg(int pdg)
{
const int apdg = std::abs(pdg);
// Ions/nuclei: PDG code format 10LZZZAAAI -> Z is encoded in digits [7..5]
if (apdg >= IonCodeThreshold) {
const int z = (apdg / IonZDivisor) % IonZModulo;
return (pdg >= 0) ? z : -z;
}
// Common charged hadrons/leptons (extend if needed)
switch (apdg) {
case PdgElectron: // e
case PdgMuon: // mu
case PdgPion: // pi
case PdgKaon: // K
case PdgProton: // p
return (pdg >= 0) ? 1 : -1;
default:
return 0;
}
}
// This filter is applied to AOD and derived data (column names are identical)
Filter collisionZVtxFilter = nabs(aod::collision::posZ) < cfgCutVertex;
// This filter is only applied to AOD
Filter collisionVertexTypeFilter = (aod::collision::flags & static_cast<uint16_t>(aod::collision::CollisionFlagsRun2::Run2VertexerTracks)) == static_cast<uint16_t>(aod::collision::CollisionFlagsRun2::Run2VertexerTracks);
// Track filters
Filter trackFilter = (nabs(aod::track::eta) < cfgCutEta) && (aod::track::pt > cfgCutPt) && ((requireGlobalTrackInFilter()) || (aod::track::isGlobalTrackSDD == (uint8_t) true));
Filter cfTrackFilter = (nabs(aod::cftrack::eta) < cfgCutEta) && (aod::cftrack::pt > cfgCutPt) && ((aod::track::trackType & (uint8_t)cfgTrackBitMask) == (uint8_t)cfgTrackBitMask);
// MC filters
Filter cfMCCollisionFilter = nabs(aod::mccollision::posZ) < cfgCutVertex;
Filter cfMCParticleFilter = (nabs(aod::cfmcparticle::eta) < cfgCutEta) && (aod::cfmcparticle::pt > cfgCutPt); // && (aod::cfmcparticle::sign != 0); //check the sign manually, some specials may be neutral
// Output definitions
OutputObj<CorrelationContainer> same{"sameEvent"};
OutputObj<CorrelationContainer> mixed{"mixedEvent"};
// persistent caches
std::vector<float> efficiencyAssociatedCache;
std::unique_ptr<TFormula> multCutFormula;
std::array<uint, 4> multCutFormulaParamIndex;
struct Config {
bool mPairCuts = false;
THn* mEfficiencyTrigger = nullptr;
THn* mEfficiencyAssociated = nullptr;
bool efficiencyLoaded = false;
} cfg;
HistogramRegistry registry{"registry"};
PairCuts mPairCuts;
Service<o2::ccdb::BasicCCDBManager> ccdb;
// AO2D-based tracks with PID for pi / K / p / d
using TracksPID = soa::Join<aod::Tracks,
aod::TracksExtra,
aod::TrackSelection,
aod::TracksDCA,
aod::pidTPCFullPi,
aod::pidTPCFullKa,
aod::pidTPCFullPr,
aod::pidTPCFullDe,
aod::pidTOFFullPi,
aod::pidTOFFullKa,
aod::pidTOFFullPr,
aod::pidTOFFullDe>;
using TracksPIDFiltered = soa::Filtered<TracksPID>;
using TracksPIDMC = soa::Join<aod::Tracks,
aod::TracksExtra,
aod::TrackSelection,
aod::TracksDCA,
aod::pidTPCFullPi,
aod::pidTPCFullKa,
aod::pidTPCFullPr,
aod::pidTPCFullDe,
aod::pidTOFFullPi,
aod::pidTOFFullKa,
aod::pidTOFFullPr,
aod::pidTOFFullDe,
aod::McTrackLabels>;
using CollisionsAO2DMC = soa::Join<aod::Collisions, aod::EvSels, aod::CentFT0Ms, aod::McCollisionLabels>;
// group MC particles by MC collision
Preslice<aod::McParticles> mcParticlesPerCollision = aod::mcparticle::mcCollisionId;
// Helper: access a row of a soa::Join by row index (operator[] is not available for joins)
template <typename TTracks>
static auto trackAt(TTracks const& tracks, uint32_t idx)
{
if constexpr (requires { tracks.iteratorAt(idx); }) {
return tracks.iteratorAt(idx);
} else {
return tracks.rawIteratorAt(idx);
}
}
// Helper: AO2D track-quality selection (default: global tracks)
template <typename TTrack>
bool passTrackQualityAO2D(const TTrack& trk) const
{
// Default: require global tracks when the column exists
if constexpr (requires { trk.isGlobalTrack(); }) {
if (!trk.isGlobalTrack()) {
return false;
}
} else if constexpr (requires { trk.isGlobalTrackSDD(); }) {
// fallback (older tables)
if (!trk.isGlobalTrackSDD()) {
return false;
}
}
if constexpr (requires { trk.itsNCls(); }) {
if (itsnclusters.value > 0 && trk.itsNCls() < itsnclusters.value) {
return false;
}
}
if constexpr (requires { trk.tpcNClsFound(); }) {
if (cfgTPCNClsMin.value > 0 && trk.tpcNClsFound() < cfgTPCNClsMin.value) {
return false;
}
}
if constexpr (requires { trk.tpcChi2NCl(); }) {
if (chi2pertpccluster.value > 0.f && trk.tpcChi2NCl() > chi2pertpccluster.value) {
return false;
}
}
if constexpr (requires { trk.itsChi2NCl(); }) {
if (chi2peritscluster.value > 0.f && trk.itsChi2NCl() > chi2peritscluster.value) {
return false;
}
}
if constexpr (requires { trk.dcaXY(); }) {
if (cfgDcaXYMax.value > 0.f && std::abs(trk.dcaXY()) > cfgDcaXYMax.value) {
return false;
}
}
if constexpr (requires { trk.dcaZ(); }) {
if (cfgDcaZMax.value > 0.f && std::abs(trk.dcaZ()) > cfgDcaZMax.value) {
return false;
}
}
return true;
}
struct SimpleTrack {
float eta;
float phi;
float pt;
int charge;
};
struct MixEventEntry {
float multiplicity;
float zvtx;
std::vector<SimpleTrack> triggerTracks;
std::vector<SimpleTrack> associatedTracks;
};
// Very simple mixing buffer: keep last cfgNoMixedEvents events
std::deque<MixEventEntry> mMixEvents;
std::deque<MixEventEntry> mMixEventsMC;
// Preslice to group AO2D tracks by collision
using DerivedCollisions = soa::Filtered<aod::CFCollisions>;
using DerivedTracks = soa::Filtered<aod::CFTracks>;
using DerivedTracksWithRefs = soa::Filtered<soa::Join<aod::CFTracks, aod::CFTrackRefs>>;
void init(o2::framework::InitContext&)
{
// --- HISTOGRAMS ---
registry.add("yields", "multiplicity/centrality vs pT vs eta", {HistType::kTH3F, {{100, 0, 100, "/multiplicity/centrality"}, {40, 0, 20, "p_{T}"}, {100, -2, 2, "#eta"}}});
registry.add("etaphi", "multiplicity/centrality vs eta vs phi", {HistType::kTH3F, {{100, 0, 100, "multiplicity/centrality"}, {100, -2, 2, "#eta"}, {200, 0, o2::constants::math::TwoPI, "#varphi"}}});
if (doprocessSameDerivedMultSet) {
if (cfgMultCorrelationsMask == 0)
LOGF(fatal, "cfgMultCorrelationsMask can not be 0 when MultSet process functions are in use.");
std::vector<AxisSpec> multAxes;
if (cfgMultCorrelationsMask & aod::cfmultset::CentFT0C)
multAxes.emplace_back(100, 0, 100, "FT0C centrality");
if (cfgMultCorrelationsMask & aod::cfmultset::MultFV0A)
multAxes.emplace_back(1000, 0, 100000, "V0A multiplicity");
if (cfgMultCorrelationsMask & aod::cfmultset::MultNTracksPV)
multAxes.emplace_back(100, 0, 1000, "Nch PV");
if (cfgMultCorrelationsMask & aod::cfmultset::MultNTracksGlobal)
multAxes.emplace_back(100, 0, 1000, "Nch Global");
registry.add("multCorrelations", "Multiplicity correlations", {HistType::kTHnSparseF, multAxes});
}
registry.add("multiplicity", "event multiplicity", {HistType::kTH1F, {{1000, 0, 100, "/multiplicity/centrality"}}});
registry.add("yvspt", "y vs pT", {HistType::kTH2F, {{100, -1, 1, "y"}, {100, 0, 20, "p_{T}"}}}); // y vs pT for all tracks (control histogram)
const int maxMixBin = AxisSpec(axisMultiplicity).getNbins() * AxisSpec(axisVertex).getNbins();
// The bin numbers for the control histograms (eventcount_*) come from getBin(...) and are the following: #mult_bin * #number_of_z_bins + #zbin
registry.add("eventcount_same", "bin", {HistType::kTH1F, {{maxMixBin + 2, -2.5, -0.5 + maxMixBin, "bin"}}});
registry.add("eventcount_mixed", "bin", {HistType::kTH1F, {{maxMixBin + 2, -2.5, -0.5 + maxMixBin, "bin"}}});
registry.add("trackcount_same", "bin", {HistType::kTH2F, {{maxMixBin + 2, -2.5, -0.5 + maxMixBin, "bin"}, {10, -0.5, 9.5}}});
registry.add("trackcount_mixed", "bin", {HistType::kTH3F, {{maxMixBin + 2, -2.5, -0.5 + maxMixBin, "bin"}, {10, -0.5, 9.5}, {10, -0.5, 9.5}}});
mPairCuts.SetHistogramRegistry(®istry);
if (cfgPairCut->get("Photon") > 0 || cfgPairCut->get("K0") > 0 || cfgPairCut->get("Lambda") > 0 || cfgPairCut->get("Phi") > 0 || cfgPairCut->get("Rho") > 0) {
mPairCuts.SetPairCut(PairCuts::Photon, cfgPairCut->get("Photon"));
mPairCuts.SetPairCut(PairCuts::K0, cfgPairCut->get("K0"));
mPairCuts.SetPairCut(PairCuts::Lambda, cfgPairCut->get("Lambda"));
mPairCuts.SetPairCut(PairCuts::Phi, cfgPairCut->get("Phi"));
mPairCuts.SetPairCut(PairCuts::Rho, cfgPairCut->get("Rho"));
cfg.mPairCuts = true;
}
if (cfgTwoTrackCut > 0) {
mPairCuts.SetTwoTrackCuts(cfgTwoTrackCut, cfgTwoTrackCutMinRadius);
}
// --- OBJECT INIT ---
if (!cfgMultCutFormula.value.empty()) {
multCutFormula = std::make_unique<TFormula>("multCutFormula", cfgMultCutFormula.value.c_str());
std::fill_n(multCutFormulaParamIndex.begin(), std::size(multCutFormulaParamIndex), ~0u);
std::array<std::string, 4> pars = {"cFT0C", "mFV0A", "mPV", "mGlob"}; // must correspond the order of MultiplicityEstimators
for (uint i = 0, n = multCutFormula->GetNpar(); i < n; ++i) {
auto m = std::find(pars.begin(), pars.end(), multCutFormula->GetParName(i));
if (m == pars.end()) {
LOGF(warning, "Unknown parameter in cfgMultCutFormula: %s", multCutFormula->GetParName(i));
continue;
}
if ((cfgMultCorrelationsMask.value & (1u << i)) == 0) {
LOGF(warning, "The centrality/multiplicity estimator %s is not available to be used in cfgMultCutFormula. Ensure cfgMultCorrelationsMask is correct and matches the CFMultSets in derived data.");
} else {
multCutFormulaParamIndex[std::distance(pars.begin(), m)] = i;
LOGF(info, "Multiplicity cut parameter %s in use.", m->c_str());
}
}
}
std::vector<AxisSpec> corrAxis = {{axisDeltaEta, "#Delta#eta"},
{axisPtAssoc, "p_{T} (GeV/c)"},
{axisPtTrigger, "p_{T} (GeV/c)"},
{axisMultiplicity, "multiplicity / centrality"},
{axisDeltaPhi, "#Delta#varphi (rad)"},
{axisVertex, "z-vtx (cm)"}};
std::vector<AxisSpec> effAxis = {{axisEtaEfficiency, "#eta"},
{axisPtEfficiency, "p_{T} (GeV/c)"},
{axisVertexEfficiency, "z-vtx (cm)"}};
std::vector<AxisSpec> userAxis;
std::vector<AxisSpec> userMixingAxis;
same.setObject(new CorrelationContainer("sameEvent", "sameEvent", corrAxis, effAxis, userAxis));
mixed.setObject(new CorrelationContainer("mixedEvent", "mixedEvent", corrAxis, effAxis, userMixingAxis));
same->setTrackEtaCut(cfgCutEta);
mixed->setTrackEtaCut(cfgCutEta);
if (!cfgEfficiencyAssociated.value.empty())
efficiencyAssociatedCache.reserve(512);
// o2-ccdb-upload -p Users/jgrosseo/correlations/LHC15o -f /tmp/correction_2011_global.root -k correction
ccdb->setURL("http://alice-ccdb.cern.ch");
ccdb->setCaching(true);
ccdb->setLocalObjectValidityChecking();
auto now = std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::system_clock::now().time_since_epoch()).count();
ccdb->setCreatedNotAfter(now); // TODO must become global parameter from the train creation time
}
int getMagneticField(uint64_t timestamp)
{
// TODO done only once (and not per run). Will be replaced by CCDBConfigurable
static o2::parameters::GRPObject* grpo = nullptr;
// static o2::parameters::GRPMagField* grpo = nullptr;
if (grpo == nullptr) {
grpo = ccdb->getForTimeStamp<o2::parameters::GRPObject>("GLO/GRP/GRP", timestamp);
// grpo = ccdb->getForTimeStamp<o2::parameters::GRPMagField>("GLO/Config/GRPMagField", timestamp);
if (grpo == nullptr) {
LOGF(fatal, "GRP object not found for timestamp %llu", timestamp);
return 0;
}
LOGF(info, "Retrieved GRP for timestamp %llu with magnetic field of %d kG", timestamp, grpo->getNominalL3Field());
}
return grpo->getNominalL3Field();
}
template <class T>
using HasMultSet = decltype(std::declval<T&>().multiplicities());
template <typename TCollision, typename TTracks>
void fillQA(const TCollision& /*collision*/, float multiplicity, const TTracks& tracks)
{
registry.fill(HIST("multiplicity"), multiplicity);
for (const auto& track1 : tracks) {
registry.fill(HIST("yields"), multiplicity, track1.pt(), track1.eta());
registry.fill(HIST("etaphi"), multiplicity, track1.eta(), track1.phi());
}
}
template <class T>
using HasInvMass = decltype(std::declval<T&>().invMass());
template <class T>
using HasPDGCode = decltype(std::declval<T&>().pdgCode());
template <typename TCollision, typename TTracks1, typename TTracks2>
void fillQA(const TCollision& collision, float multiplicity, const TTracks1& tracks1, const TTracks2& tracks2)
{
for (const auto& track1 : tracks1) {
registry.fill(HIST("yieldsTrigger"), multiplicity, track1.pt(), track1.eta());
registry.fill(HIST("etaphiTrigger"), multiplicity, track1.eta(), track1.phi());
}
fillQA(collision, multiplicity, tracks2);
}
template <CorrelationContainer::CFStep step, typename TTrack>
bool checkObject(TTrack& track)
{
if constexpr (step <= CorrelationContainer::kCFStepAnaTopology) {
return track.isPhysicalPrimary();
} else if constexpr (step == CorrelationContainer::kCFStepTrackedOnlyPrim) {
return track.isPhysicalPrimary() && (track.flags() & aod::cfmcparticle::kReconstructed);
} else if constexpr (step == CorrelationContainer::kCFStepTracked) {
return (track.flags() & aod::cfmcparticle::kReconstructed);
}
return true;
}
template <CorrelationContainer::CFStep step, typename TTarget, typename TTracks1, typename TTracks2>
void fillCorrelations(TTarget target, TTracks1& tracks1, TTracks2& tracks2, float multiplicity, float posZ, int magField, float eventWeight)
{
// Helper lambda for pair charge selection
auto passPairCharge = [this](auto const& t1, auto const& t2) {
if (cfgPairCharge.value == 0) {
return true;
}
int q1 = 0;
int q2 = 0;
if constexpr (requires { t1.sign(); }) {
q1 = t1.sign();
} else if constexpr (requires { t1.charge(); }) {
q1 = t1.charge();
} else if constexpr (requires { t1.pdgCode(); }) {
q1 = chargeFromPdg(t1.pdgCode());
}
if constexpr (requires { t2.sign(); }) {
q2 = t2.sign();
} else if constexpr (requires { t2.charge(); }) {
q2 = t2.charge();
} else if constexpr (requires { t2.pdgCode(); }) {
q2 = chargeFromPdg(t2.pdgCode());
}
if (q1 == 0 || q2 == 0) {
// If we cannot determine both charges, reject the pair for pair-charge selections
return false;
}
const int pairSign = q1 * q2;
if (cfgPairCharge.value == 1) { // like-sign pairs only
return pairSign > 0;
}
if (cfgPairCharge.value == -1) { // unlike-sign pairs only
return pairSign < 0;
}
return true;
};
// Cache efficiency for particles (too many FindBin lookups)
if constexpr (step == CorrelationContainer::kCFStepCorrected) {
if (cfg.mEfficiencyAssociated) {
efficiencyAssociatedCache.clear();
efficiencyAssociatedCache.reserve(tracks2.size());
for (const auto& track : tracks2) {
efficiencyAssociatedCache.push_back(getEfficiencyCorrection(cfg.mEfficiencyAssociated, track.eta(), track.pt(), multiplicity, posZ));
}
}
}
for (const auto& track1 : tracks1) {
// LOGF(info, "Track %f | %f | %f %d %d", track1.eta(), track1.phi(), track1.pt(), track1.isGlobalTrack(), track1.isGlobalTrackSDD());
if constexpr (step <= CorrelationContainer::kCFStepTracked) {
if (!checkObject<step>(track1)) {
continue;
}
}
float triggerWeight = eventWeight;
if constexpr (step == CorrelationContainer::kCFStepCorrected) {
if (cfg.mEfficiencyTrigger) {
triggerWeight *= getEfficiencyCorrection(cfg.mEfficiencyTrigger, track1.eta(), track1.pt(), multiplicity, posZ);
}
}
target->getTriggerHist()->Fill(step, track1.pt(), multiplicity, posZ, triggerWeight);
for (const auto& track2 : tracks2) {
if constexpr (std::is_same<TTracks1, TTracks2>::value) {
if (track1.globalIndex() == track2.globalIndex()) {
// LOGF(info, "Track identical: %f | %f | %f || %f | %f | %f", track1.eta(), track1.phi(), track1.pt(), track2.eta(), track2.phi(), track2.pt());
continue;
}
}
if constexpr (step <= CorrelationContainer::kCFStepTracked) {
if (!checkObject<step>(track2)) {
continue;
}
}
// Pair charge selection
if (!passPairCharge(track1, track2)) {
continue;
}
if (cfgPtOrder != 0 && track2.pt() >= track1.pt()) {
continue;
}
if constexpr (std::is_same<TTracks1, TTracks2>::value) {
if constexpr (step >= CorrelationContainer::kCFStepReconstructed) {
if (cfg.mPairCuts && mPairCuts.conversionCuts(track1, track2)) {
continue;
}
if (cfgTwoTrackCut > 0 && mPairCuts.twoTrackCut(track1, track2, magField)) {
continue;
}
}
}
float associatedWeight = triggerWeight;
if constexpr (step == CorrelationContainer::kCFStepCorrected) {
if (cfg.mEfficiencyAssociated) {
associatedWeight *= efficiencyAssociatedCache[track2.filteredIndex()];
}
}
float deltaPhi = RecoDecay::constrainAngle(track1.phi() - track2.phi(), -o2::constants::math::PIHalf);
target->getPairHist()->Fill(step, track1.eta() - track2.eta(), track2.pt(), track1.pt(), multiplicity, deltaPhi, posZ, associatedWeight);
}
}
}
void loadEfficiency(uint64_t timestamp)
{
if (cfg.efficiencyLoaded) {
return;
}
if (cfgEfficiencyTrigger.value.empty() == false) {
if (cfgLocalEfficiency > 0) {
TFile* fEfficiencyTrigger = TFile::Open(cfgEfficiencyTrigger.value.c_str(), "READ");
cfg.mEfficiencyTrigger = reinterpret_cast<THn*>(fEfficiencyTrigger->Get("ccdb_object"));
} else {
cfg.mEfficiencyTrigger = ccdb->getForTimeStamp<THnT<float>>(cfgEfficiencyTrigger, timestamp);
}
if (cfg.mEfficiencyTrigger == nullptr) {
LOGF(fatal, "Could not load efficiency histogram for trigger particles from %s", cfgEfficiencyTrigger.value.c_str());
}
LOGF(info, "Loaded efficiency histogram for trigger particles from %s (%p)", cfgEfficiencyTrigger.value.c_str(), (void*)cfg.mEfficiencyTrigger);
}
if (cfgEfficiencyAssociated.value.empty() == false) {
if (cfgLocalEfficiency > 0) {
TFile* fEfficiencyAssociated = TFile::Open(cfgEfficiencyAssociated.value.c_str(), "READ");
cfg.mEfficiencyAssociated = reinterpret_cast<THn*>(fEfficiencyAssociated->Get("ccdb_object"));
} else {
cfg.mEfficiencyAssociated = ccdb->getForTimeStamp<THnT<float>>(cfgEfficiencyAssociated, timestamp);
}
if (cfg.mEfficiencyAssociated == nullptr) {
LOGF(fatal, "Could not load efficiency histogram for associated particles from %s", cfgEfficiencyAssociated.value.c_str());
}
LOGF(info, "Loaded efficiency histogram for associated particles from %s (%p)", cfgEfficiencyAssociated.value.c_str(), (void*)cfg.mEfficiencyAssociated);
}
cfg.efficiencyLoaded = true;
}
double getEfficiencyCorrection(THn* eff, float eta, float pt, float multiplicity, float posZ)
{
int effVars[4];
effVars[0] = eff->GetAxis(0)->FindBin(eta);
effVars[1] = eff->GetAxis(1)->FindBin(pt);
effVars[2] = eff->GetAxis(2)->FindBin(multiplicity);
effVars[3] = eff->GetAxis(3)->FindBin(posZ);
return eff->GetBinContent(effVars);
}
template <typename TTrack>
bool passPIDForSpecies(const TTrack& trk, int species)
{
// -1 means "all charged tracks"
if (species < 0) {
return trk.sign() != 0;
}
const bool useTPCOnly = (cfgUseTPCOnlyPID.value != 0);
switch (species) {
case 0: { // pion
if (cfgNsigmaTPCPi.value > 0.f && std::abs(trk.tpcNSigmaPi()) > cfgNsigmaTPCPi.value) {
return false;
}
if (!useTPCOnly && cfgNsigmaTOFPi.value > 0.f && std::abs(trk.tofNSigmaPi()) > cfgNsigmaTOFPi.value) {
return false;
}
return trk.sign() != 0;
}
case 1: { // kaon
if (cfgNsigmaTPCKa.value > 0.f && std::abs(trk.tpcNSigmaKa()) > cfgNsigmaTPCKa.value) {
return false;
}
if (!useTPCOnly && cfgNsigmaTOFKa.value > 0.f && std::abs(trk.tofNSigmaKa()) > cfgNsigmaTOFKa.value) {
return false;
}
return trk.sign() != 0;
}
case 2: { // proton
if (cfgNsigmaTPCPr.value > 0.f && std::abs(trk.tpcNSigmaPr()) > cfgNsigmaTPCPr.value) {
return false;
}
if (!useTPCOnly && cfgNsigmaTOFPr.value > 0.f && std::abs(trk.tofNSigmaPr()) > cfgNsigmaTOFPr.value) {
return false;
}
return trk.sign() != 0;
}
case 3: { // deuteron
if (cfgNsigmaTPCDe.value > 0.f && std::abs(trk.tpcNSigmaDe()) > cfgNsigmaTPCDe.value) {
return false;
}
if (!useTPCOnly && cfgNsigmaTOFDe.value > 0.f && std::abs(trk.tofNSigmaDe()) > cfgNsigmaTOFDe.value) {
return false;
}
return trk.sign() != 0;
}
default:
return false;
}
}
// Simple correlation filler writing directly into CorrelationContainer
void fillCorrelationsSimple(OutputObj<CorrelationContainer>& target,
CorrelationContainer::CFStep step,
const std::vector<SimpleTrack>& triggers,
const std::vector<SimpleTrack>& associates,
float multiplicity,
float posZ,
float eventWeight)
{
auto* trigHist = target->getTriggerHist();
auto* pairHist = target->getPairHist();
for (auto const& t : triggers) {
trigHist->Fill(step, t.pt, multiplicity, posZ, eventWeight);
for (auto const& a : associates) {
if (cfgPtOrder != 0 && a.pt >= t.pt) {
continue;
}
// Pair charge selection
if (cfgPairCharge.value != 0) {
const int pairSign = t.charge * a.charge;
if (cfgPairCharge.value == 1 && pairSign <= 0) {
continue; // keep only like-sign pairs
}
if (cfgPairCharge.value == -1 && pairSign >= 0) {
continue; // keep only unlike-sign pairs
}
}
float deltaPhi = RecoDecay::constrainAngle(t.phi - a.phi, -o2::constants::math::PIHalf);
float deltaEta = t.eta - a.eta;
pairHist->Fill(step,
deltaEta,
a.pt,
t.pt,
multiplicity,
deltaPhi,
posZ,
eventWeight);
}
}
}
template <class CollType, class TCFTracks>
void processSameDerivedPIDT(CollType const& collision, TCFTracks const& tracks, TracksPID const& tracksAll)
{
if (cfgVerbosity > 0) {
LOGF(info, "processSameDerivedPIDT: Tracks for collision: %d | Vertex: %.1f | Multiplicity/Centrality: %.1f", tracks.size(), collision.posZ(), collision.multiplicity());
}
loadEfficiency(collision.timestamp());
const auto multiplicity = eventMultiplicityFT0MOrFallback(collision, collision.multiplicity());
using BinningTypeDerived = ColumnBinningPolicy<aod::collision::PosZ, aod::cfcollision::Multiplicity>;
BinningTypeDerived configurableBinningDerived{{axisVertex, axisMultiplicity}, true};
int bin = configurableBinningDerived.getBin({collision.posZ(), multiplicity});
registry.fill(HIST("eventcount_same"), bin);
registry.fill(HIST("trackcount_same"), bin, tracks.size());
// Kinematic QA
fillQA(collision, multiplicity, tracks);
// PID-selected trigger/associate lists via CFTrackRefs -> AO2D TracksPID
std::vector<SimpleTrack> triggerTracks;
std::vector<SimpleTrack> associatedTracks;
triggerTracks.reserve(tracks.size());
associatedTracks.reserve(tracks.size());
for (auto const& cftrk : tracks) {
const auto trk = trackAt(tracksAll, cftrk.trackId());
if (trk.sign() == 0) {
continue;
}
if (passPIDForSpecies(trk, cfgTriggerSpecies.value)) {
if (cfgTriggerCharge.value == 0 || trk.sign() == cfgTriggerCharge.value) {
triggerTracks.push_back(SimpleTrack{cftrk.eta(), cftrk.phi(), cftrk.pt(), trk.sign()});
}
}
if (passPIDForSpecies(trk, cfgAssociatedSpecies.value)) {
if (cfgAssociatedCharge.value == 0 || trk.sign() == cfgAssociatedCharge.value) {
associatedTracks.push_back(SimpleTrack{cftrk.eta(), cftrk.phi(), cftrk.pt(), trk.sign()});
}
}
}
if (triggerTracks.empty() || associatedTracks.empty()) {
return;
}
same->fillEvent(multiplicity, CorrelationContainer::kCFStepReconstructed);
fillCorrelationsSimple(same,
CorrelationContainer::kCFStepReconstructed,
triggerTracks,
associatedTracks,
multiplicity,
collision.posZ(),
1.0f);
if (cfg.mEfficiencyAssociated || cfg.mEfficiencyTrigger) {
same->fillEvent(multiplicity, CorrelationContainer::kCFStepCorrected);
fillCorrelationsSimple(same,
CorrelationContainer::kCFStepCorrected,
triggerTracks,
associatedTracks,
multiplicity,
collision.posZ(),
1.0f);
}
}
void processSameDerivedPID(DerivedCollisions::iterator const& collision,
DerivedTracksWithRefs const& tracks,
TracksPID const& tracksAll)
{
processSameDerivedPIDT(collision, tracks, tracksAll);
}
PROCESS_SWITCH(Nucleibalance, processSameDerivedPID, "Process same event on derived data with PID via CFTrackRefs", false);
void processSameDerivedMultSetPID(soa::Filtered<soa::Join<aod::CFCollisions, aod::CFMultSets>>::iterator const& collision,
DerivedTracksWithRefs const& tracks,
TracksPID const& tracksAll)
{
processSameDerivedPIDT(collision, tracks, tracksAll);
}
PROCESS_SWITCH(Nucleibalance, processSameDerivedMultSetPID, "Process same event on derived data with multiplicity sets and PID via CFTrackRefs", false);
// AO2D-based processing: same + mixed events with PID-selected pi, p, d
void processAO2D(soa::Join<aod::Collisions, aod::EvSels, aod::CentFT0Ms>::iterator const& collision,
TracksPID const& tracksAll)
{
// Event selection on vertex
if (std::abs(collision.posZ()) > cfgCutVertex) {
return;
}
// Event selection (cfgTrigger) -- AO2D only
if (!keepCollisionAO2D(collision)) {
return;
}
const auto thisCollIndex = collision.globalIndex();
// Per-event containers
std::vector<SimpleTrack> eventTracks; // all selected tracks for multiplicity / QA
std::vector<SimpleTrack> triggerTracks; // PID + charge selected triggers
std::vector<SimpleTrack> associatedTracks; // PID + charge selected associates
// Loop over all tracks and select those belonging to this collision
for (auto const& trk : tracksAll) {
if (trk.collisionId() != thisCollIndex) {
continue;
}
// Kinematic cuts
if (std::abs(trk.eta()) > cfgCutEta || trk.pt() < cfgCutPt) {
continue;
}
// Track-quality cuts (default: global tracks)
if (!passTrackQualityAO2D(trk)) {
continue;
}
// Save for multiplicity / QA (keep charge even if neutral)
eventTracks.push_back(SimpleTrack{trk.eta(), trk.phi(), trk.pt(), static_cast<int>(trk.sign())});
if (trk.sign() == 0) {
continue;
}
// Trigger selection: PID + charge
if (passPIDForSpecies(trk, cfgTriggerSpecies.value)) {
if (cfgTriggerCharge.value == 0 || trk.sign() == cfgTriggerCharge.value) {
triggerTracks.push_back(SimpleTrack{trk.eta(), trk.phi(), trk.pt(), trk.sign()});
}
}
// Associated selection: PID + charge
if (passPIDForSpecies(trk, cfgAssociatedSpecies.value)) {
if (cfgAssociatedCharge.value == 0 || trk.sign() == cfgAssociatedCharge.value) {
associatedTracks.push_back(SimpleTrack{trk.eta(), trk.phi(), trk.pt(), trk.sign()});
}
}
}
if (triggerTracks.empty() || associatedTracks.empty()) {
return;
}
const float multiplicity =
eventMultiplicityFT0MOrFallback(collision, static_cast<float>(eventTracks.size()));
// QA on tracks for this event (AO2D-based)
registry.fill(HIST("multiplicity"), multiplicity);
for (const auto& t : eventTracks) {
registry.fill(HIST("yields"), multiplicity, t.pt, t.eta);
registry.fill(HIST("etaphi"), multiplicity, t.eta, t.phi);
}
// --------------------------
// SAME-EVENT CORRELATIONS
// --------------------------
same->fillEvent(multiplicity, CorrelationContainer::kCFStepReconstructed);
fillCorrelationsSimple(same,
CorrelationContainer::kCFStepReconstructed,
triggerTracks,
associatedTracks,
multiplicity,
collision.posZ(),
1.0f);
// Optional efficiency-corrected step (if you configure efficiencies)
if (cfg.mEfficiencyAssociated || cfg.mEfficiencyTrigger) {
if (!cfg.efficiencyLoaded) {
// For AO2D only, the timestamp is not crucial if you use local efficiency files
loadEfficiency(0);
}
same->fillEvent(multiplicity, CorrelationContainer::kCFStepCorrected);
fillCorrelationsSimple(same,
CorrelationContainer::kCFStepCorrected,
triggerTracks,
associatedTracks,
multiplicity,
collision.posZ(),
1.0f);
}
// --------------------------
// MIXED-EVENT CORRELATIONS
// --------------------------