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2dab9030 1//
2// Class AliRsnCutPID
3//
4// General implementation of a single cut strategy, which can be:
5// - a value contained in a given interval [--> IsBetween() ]
6// - a value equal to a given reference [--> MatchesValue()]
7//
8// In all cases, the reference value(s) is (are) given as data members
9// and each kind of cut requires a given value type (Int, UInt, Double),
10// but the cut check procedure is then automatized and chosen thanks to
11// an enumeration of the implemented cut types.
12// At the end, the user (or any other point which uses this object) has
13// to use the method IsSelected() to check if this cut has been passed.
14//
15// authors: Martin Vala (martin.vala@cern.ch)
16// Alberto Pulvirenti (alberto.pulvirenti@ct.infn.it)
17//
18#include "TMath.h"
19
20#include "AliExternalTrackParam.h"
21
22#include "AliRsnDaughter.h"
23#include "AliRsnCutPID.h"
24
25ClassImp(AliRsnCutPID)
26
27//_________________________________________________________________________________________________
28AliRsnCutPID::AliRsnCutPID() :
2a1c7696 29 AliRsnCut(),
30 fPerfect(kFALSE),
31 fUseDefault(kTRUE)
2dab9030 32{
33//
34// Default constructor.
35// Sets the cut to realistic PID with default weights,
36// and defines the 'fMinI' value of the base class as the PID
37// to which we want to compare this object.
38//
39
2a1c7696 40 Int_t i;
41
42 for (i = 0; i < kDetectors; i++) {
43 fUseDetector[i] = kFALSE;
44 fPtThreshold[i] = 0.0;
45 fGoAboveThreshold[i] = kTRUE;
46 }
47
48 for (i = 0; i < AliPID::kSPECIES; i++) {
49 fWeight[i] = 0.0;
50 fPrior[i] = 1.0;
51 }
52
53 SetTargetType(AliRsnTarget::kDaughter);
2dab9030 54}
55
56//_________________________________________________________________________________________________
57AliRsnCutPID::AliRsnCutPID(const char *name, AliPID::EParticleType pid, Double_t probMin, Bool_t perfectPID) :
2a1c7696 58 AliRsnCut(name, AliRsnCut::kDaughter, (Int_t)pid),
59 fPerfect(perfectPID),
60 fUseDefault(kTRUE)
2dab9030 61{
62//
63// Default constructor.
64// Sets the cut to realistic PID with default weights,
65// and defines the 'fMinI' value of the base class as the PID
66// to which we want to compare this object.
67//
68
2a1c7696 69 Int_t i;
70
71 for (i = 0; i < kDetectors; i++) {
72 fUseDetector[i] = kFALSE;
73 fPtThreshold[i] = 0.0;
74 fGoAboveThreshold[i] = kTRUE;
75 }
76
77 for (i = 0; i < AliPID::kSPECIES; i++) {
78 fWeight[i] = 0.0;
79 fPrior[i] = 1.0;
80 }
81
82 fMinD = probMin;
83 fMaxD = 1.000001;
84
85 SetTargetType(AliRsnTarget::kDaughter);
2dab9030 86}
87
88//_____________________________________________________________________________
89Bool_t AliRsnCutPID::CheckThreshold(EDetector det, Double_t value)
90{
91//
2a1c7696 92// Checks if the passed value (track pT) stays in the
2dab9030 93// interval where the detector should be accepted
94//
95
2a1c7696 96 if (!CheckBounds(det)) return kFALSE;
97
98 if (fGoAboveThreshold[det]) return (value >= fPtThreshold[det]);
99 else return (value <= fPtThreshold[det]);
2dab9030 100}
101
102//_________________________________________________________________________________________________
103Bool_t AliRsnCutPID::ComputeWeights(AliRsnDaughter *daughter)
104{
105//
106// Compute the PID weights using the class settings.
107// If the argument is an ESD track, customized weights can be computed
108// It the argument is a track (ESD or AOD), at least default weights
109// can be computed, otherwise, no weights can be defined.
110// The return value tells if the operation was successful.
111//
112
2a1c7696 113 Int_t i, j;
114 Bool_t useDefault = fUseDefault;
115 Bool_t perfectPID = fPerfect;
116 if (perfectPID && !daughter->GetRefMC()) return kFALSE;
117 if (!daughter->GetRefESDtrack()) useDefault = kTRUE;
118 if (!daughter->GetRefESDtrack() && !daughter->GetRefAODtrack()) return kFALSE;
119
120 // if perfect PID ise required,
121 // compare the PDG code of the type stored in 'fMinI' of the cut
122 // and that of the particle which is checked, looking at its MC
123 if (perfectPID) {
124 i = TMath::Abs(AliPID::ParticleCode(fMinI));
125 j = daughter->GetPDG();
126 return (i == j);
127 }
128
129 // if default weights are (or need to be) used,
130 // they are taken directly and function exits
131 if (useDefault) {
132 if (daughter->GetRefESDtrack())
133 daughter->GetRefESDtrack()->GetESDpid(fWeight);
134 else {
135 for (i = 0; i < AliPID::kSPECIES; i++)
136 fWeight[i] = daughter->GetRefAODtrack()->PID()[i];
2dab9030 137 }
2a1c7696 138 return kTRUE;
139 }
140
141 // if we arrive here, this means that we have an ESD track
142 // and we want to customize the PID
143 AliESDtrack *track = daughter->GetRefESDtrack();
144 Double_t w[kDetectors][AliPID::kSPECIES];
145 track->GetITSpid(w[kITS]);
146 track->GetTPCpid(w[kTPC]);
147 track->GetTRDpid(w[kTRD]);
148 track->GetTOFpid(w[kTOF]);
149 track->GetHMPIDpid(w[kHMPID]);
150
151 // if a detector is excluded or the track has not the right pT
152 // all related weights are set to 1 in order not to contribute
153 // to final multiplication
154 for (i = 0; i < kDetectors; i++) {
155 if (!fUseDetector[i] || !CheckThreshold((EDetector)i, track->Pt())) {
156 for (j = 0; j < AliPID::kSPECIES; j++) {
157 w[i][j] = 1.0;
158 }
159 }
160 }
161
162 // multiplicate all weights to compute final one
163 for (i = 0; i < AliPID::kSPECIES; i++) {
164 fWeight[i] = w[kITS][i] * w[kTPC][i] * w[kTRD][i] * w[kTOF][i] * w[kHMPID][i];
165 }
166
167 return kTRUE;
2dab9030 168}
169
170//_________________________________________________________________________________________________
2e521c29 171Int_t AliRsnCutPID::RealisticPID(AliRsnDaughter * const daughter, Double_t &prob)
2dab9030 172{
173//
2e521c29 174// Combines the weights collected from chosen detectors with the priors
175// and gives the corresponding particle with the largest probability,
176// in terms of the AliPID particle type enumeration.
177// The argument, passed by reference, gives the corresponding probability,
178// since the cut could require that it is larger than a threshold.
2dab9030 179//
180
2a1c7696 181 // try to compute the weights
182 if (!ComputeWeights(daughter)) {
183 prob = -1.0;
184 return AliPID::kUnknown;
185 }
186
187 // combine with priors and normalize
188 Int_t i;
189 Double_t sum = 0.0, w[AliPID::kSPECIES];
190 for (i = 0; i < AliPID::kSPECIES; i++) {
191 w[i] = fWeight[i] * fPrior[i];
192 sum += w[i];
193 }
194 if (sum <= 0.0) {
195 AliError("Sum = 0");
196 prob = -1.0;
197 return AliPID::kUnknown;
198 }
199 for (i = 0; i < AliPID::kSPECIES; i++) w[i] /= sum;
200
201 // find the largest probability and related PID
202 Int_t ibest = 0;
203 prob = w[0];
204 for (i = 1; i < AliPID::kSPECIES; i++) {
205 if (w[i] > prob) {
206 prob = w[i];
207 ibest = i;
208 }
209 }
210
211 // return the value, while the probability
212 // will be consequentially set
213 return ibest;
2e521c29 214}
2a1c7696 215
2e521c29 216//_________________________________________________________________________________________________
217Int_t AliRsnCutPID::PerfectPID(AliRsnDaughter * const daughter)
218{
219//
220// If MC is present, retrieve the particle corresponding to the used track
221// (using the fRefMC data member) and then return the true particle type
222// taken from the PDG code of the reference particle itself, converted
223// into the enumeration from AliPID object.
224//
225
2a1c7696 226 // works only if the MC is present
227 if (!daughter->GetRefMC()) return AliPID::kUnknown;
228
229 // get the PDG code of the particle
230 Int_t pdg = daughter->GetPDG();
231
232 // loop over all species listed in AliPID to find the match
233 Int_t i;
234 for (i = 0; i < AliPID::kSPECIES; i++) {
235 if (AliPID::ParticleCode(i) == pdg) return i;
236 }
237
238 return AliPID::kUnknown;
2e521c29 239}
240
241//_________________________________________________________________________________________________
32992791 242Bool_t AliRsnCutPID::IsSelected(TObject *object)
2e521c29 243{
244//
245// Cut checker.
246//
2a1c7696 247
248 // convert the object into the unique correct type
249
250 if (!TargetOK(object)) {
251 AliError(Form("[%s]: this cut works only with AliRsnDaughter objects", GetName()));
252 return kTRUE;
253 }
254
255 // if target is OK, do a dynamic cast
256 AliRsnDaughter *daughter = fDaughter;
257
258 // depending on the PID type, recalls the appropriate method:
259 // in case of perfect PID, checks only if the PID type is
260 // corresponding to the request in the cut (fMinI)
261 // while in case of realistic PID checks also the probability
262 // to be within the required interval
263 if (fPerfect && daughter) {
264 fCutValueI = PerfectPID(daughter);
265 return OkValueI();
266 } else if (daughter) {
267 fCutValueI = RealisticPID(daughter, fCutValueD);
268 return OkValueI() && OkRangeD();
269 } else
270 return kFALSE;
2dab9030 271}
272
2e521c29 273//__________________________________________________________________________________________________
2dab9030 274void AliRsnCutPID::IncludeDetector(EDetector det, Double_t threshold, Bool_t goAbove)
275{
276//
277// Include a detector for a customized weight computing
278// and specify also its eventual threshold and if the detector
279// must be used above or below the threshold.
280// By default the threshold is zero and detector is always used.
281//
282
2a1c7696 283 if (!CheckBounds(det)) return;
284
285 fUseDetector[det] = kTRUE;
286 fPtThreshold[det] = threshold;
287 fGoAboveThreshold[det] = goAbove;
2dab9030 288}