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First implementation of neural network PID
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55a288e5 1#ifndef ALITRDCALIBRAFIT_H
2#define ALITRDCALIBRAFIT_H
3/* Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
4 * See cxx source for full Copyright notice */
5
6/* $Id$ */
7
8///////////////////////////////////////////////////////////////////////////////
9// //
10// TRD calibration class for the HLT parameters //
11// //
12///////////////////////////////////////////////////////////////////////////////
13
14#ifndef ROOT_TObject
15# include <TObject.h>
16#endif
17
18class TTree;
19class TProfile2D;
20class TGraphErrors;
21class TObjArray;
22class TH1I;
23class TH1;
24class TH1F;
25class TH2I;
26class TH2F;
27class TF1;
3a0f6479 28class TTreeSRedirector;
55a288e5 29
30class AliLog;
f162af62 31
55a288e5 32class AliTRDCalibraMode;
33class AliTRDCalibraVector;
3a0f6479 34class AliTRDCalibraVdriftLinearFit;
55a288e5 35class AliTRDCalDet;
3a0f6479 36class AliTRDCalROC;
f162af62 37class AliTRDgeometry;
55a288e5 38
39class AliTRDCalibraFit : public TObject {
40
41 public:
42
43 // Instance
44 static AliTRDCalibraFit *Instance();
45 static void Terminate();
46 static void Destroy();
47
48 AliTRDCalibraFit(const AliTRDCalibraFit &c);
49 AliTRDCalibraFit &operator=(const AliTRDCalibraFit &) { return *this; }
50
3a0f6479 51 // Functions fit for CH
52 Bool_t AnalyseCH(TH2I *ch);
53 Bool_t AnalyseCH(AliTRDCalibraVector *calvect);
54
55 // Functions fit for PH
56 Bool_t AnalysePH(TProfile2D *ph);
57 Bool_t AnalysePH(AliTRDCalibraVector *calvect);
58
59 // Functions fit for PRF
60 Bool_t AnalysePRF(TProfile2D *prf);
61 Bool_t AnalysePRF(AliTRDCalibraVector *calvect);
62
63 Bool_t AnalysePRFMarianFit(TProfile2D *prf);
64 Bool_t AnalysePRFMarianFit(AliTRDCalibraVector *calvect);
65
66 // Functions fit for vdrift/lorentzangle
67 Bool_t AnalyseLinearFitters(AliTRDCalibraVdriftLinearFit *calivdli);
68
55a288e5 69 // Pad Calibration
3a0f6479 70 Bool_t SetModeCalibration(const char *name, Int_t i);
71
72 //Reset Function
73 void ResetVectorFit();
74
75 // Some functions
76 Double_t *CalculPolynomeLagrange2(Double_t *x, Double_t *y);
77 Double_t *CalculPolynomeLagrange3(Double_t *x, Double_t *y);
78 Double_t *CalculPolynomeLagrange4(Double_t *x, Double_t *y);
55a288e5 79
80 // Fill the database
3a0f6479 81 AliTRDCalDet *CreateDetObjectVdrift(TObjArray *vectorFit, Bool_t perdetector = kFALSE);
82 AliTRDCalDet *CreateDetObjectGain(TObjArray *vectorFit, Double_t scaleFitFactor, Bool_t perdetector = kFALSE);
83 AliTRDCalDet *CreateDetObjectT0(TObjArray *vectorFit, Bool_t perdetector = kFALSE);
84 AliTRDCalDet *CreateDetObjectLorentzAngle(TObjArray *vectorFit);
85
86 TObject *CreatePadObjectGain(TObjArray *vectorFit = 0, Double_t scaleFitFactor = 1.0, AliTRDCalDet *detobject = 0);
87 TObject *CreatePadObjectVdrift(TObjArray *vectorFit = 0, AliTRDCalDet *detobject = 0);
88 TObject *CreatePadObjectT0(TObjArray *vectorFit = 0, AliTRDCalDet *detobject = 0);
89 TObject *CreatePadObjectPRF(TObjArray *vectorFit);
90
91 // Outliers stats
92 AliTRDCalDet *MakeOutliersStatDet(TObjArray *vectorFit, const char *name, Double_t &mean);
93 TObject *MakeOutliersStatPad(TObjArray *vectorFit, const char *name, Double_t &mean);
94
55a288e5 95
96 // Correct the error
97 TH1F *CorrectTheError(TGraphErrors *hist);
98
99 //
100 // Set or Get the variables
101 //
3a0f6479 102
55a288e5 103 // Fit
3a0f6479 104 void ChooseMethod(Short_t method) { fMethod = method; }
105 void SetBeginFitCharge(Float_t beginFitCharge);
106 void SetPeriodeFitPH(Int_t periodeFitPH);
55a288e5 107 void SetTakeTheMaxPH() { fTakeTheMaxPH = kTRUE; }
3a0f6479 108 void SetT0Shift(Float_t t0Shift);
55a288e5 109 void SetRangeFitPRF(Float_t rangeFitPRF);
3a0f6479 110 void SetAccCDB() { fAccCDB = kTRUE; }
111 void SetMinEntries(Int_t minEntries);
55a288e5 112 void SetRebin(Short_t rebin);
113
3a0f6479 114 Int_t GetPeriodeFitPH() const { return fFitPHPeriode; }
55a288e5 115 Bool_t GetTakeTheMaxPH() const { return fTakeTheMaxPH; }
3a0f6479 116 Float_t GetT0Shift() const { return fT0Shift; }
55a288e5 117 Float_t GetRangeFitPRF() const { return fRangeFitPRF; }
55a288e5 118 Bool_t GetAccCDB() const { return fAccCDB; }
119 Int_t GetMinEntries() const { return fMinEntries; }
120 Short_t GetRebin() const { return fRebin; }
121
122 // Statistics
123 Int_t GetNumberFit() const { return fNumberFit; }
124 Int_t GetNumberFitSuccess() const { return fNumberFitSuccess; }
125 Int_t GetNumberEnt() const { return fNumberEnt; }
126 Double_t GetStatisticMean() const { return fStatisticMean; }
127
128
129 // Debug
3a0f6479 130 void SetDebugLevel(Short_t level) { fDebugLevel = level; }
131 void SetDet(Int_t iPlane, Int_t iChamb, Int_t iSect) { fDet[0] = iPlane;
55a288e5 132 fDet[1] = iChamb;
133 fDet[2] = iSect; }
134 void SetFitVoir(Int_t fitVoir) { fFitVoir = fitVoir; }
3a0f6479 135 // Magnetic field
136 void SetMagneticField(Float_t magneticfield) { fMagneticField = magneticfield; }
55a288e5 137
3a0f6479 138 // Get the scale factor
139 Double_t GetScaleFitFactor() const { return fScaleFitFactor; }
55a288e5 140
3a0f6479 141 // Vector Fit getter
142 TObjArray GetVectorFit() { return fVectorFit; }
143 TObjArray GetVectorFit2() { return fVectorFit2; }
144
145 // AliTRDCalibraMode
146 AliTRDCalibraMode *GetCalibraMode() { return fCalibraMode; }
55a288e5 147
148 private:
149
150 static Double_t PH(Double_t *x, Double_t *par);
151 static Double_t AsymmGauss(Double_t *x, Double_t *par);
152 static Double_t FuncLandauGaus(Double_t *x, Double_t *par);
153 static Double_t LanGauFun(Double_t *x, Double_t *par);
154 TF1 *LanGauFit(TH1 *his, Double_t *fitrange, Double_t *startvalues
155 , Double_t *parlimitslo, Double_t *parlimitshi, Double_t *fitparams
156 , Double_t *fiterrors, Double_t *chiSqr, Int_t *ndf);
157 Int_t LanGauPro(Double_t *params, Double_t &maxx, Double_t &fwhm);
55a288e5 158 static Double_t GausConstant(Double_t *x, Double_t *par);
159
160 // This is a singleton, contructor is private!
161 AliTRDCalibraFit();
162 virtual ~AliTRDCalibraFit();
163
164 protected:
165
f162af62 166 // Geometry
167 AliTRDgeometry *fGeo; //! The TRD geometry
168
3a0f6479 169
170 Int_t fNumberOfBinsExpected; // Number of bins expected
171
172 // Fit
173 Short_t fMethod; // Method
174 Float_t fBeginFitCharge; // The fit begins at mean/fBeginFitCharge for the gain calibration
175 Int_t fFitPHPeriode; // Periode of the fit PH
176 Bool_t fTakeTheMaxPH; // Take the Max for the T0 determination
177 Float_t fT0Shift; // T0 Shift with the actual method
178 Float_t fRangeFitPRF; // The fit range for the PRF is -fRangeFitPRF +fRangeFitPRF
179 Bool_t fAccCDB; // If there is a calibration database to be compared with....
180 Int_t fMinEntries; // Min Entries to fit the histo
181 Short_t fRebin; // If you want to rebin the histo for the gain calibration
55a288e5 182
183 // Statistics
3a0f6479 184 Int_t fNumberFit; // To know how many pad groups have been fitted
185 Int_t fNumberFitSuccess; // To know how many pad groups have been fitted successfully
186 Int_t fNumberEnt; // To know how many pad groups have entries in the histo
187 Double_t fStatisticMean; // To know the mean statistic of the histos
55a288e5 188
55a288e5 189
3a0f6479 190 // Debug Modes
191 TTreeSRedirector *fDebugStreamer; //!Debug streamer
192 Short_t fDebugLevel; // Flag for debugging
193 Int_t fDet[3]; // Detector visualised (plane,chamb,sect) si debugging == 3 or 4
194 Int_t fFitVoir; // Fit visualised si debugging == 2
55a288e5 195
3a0f6479 196 // Magnetic field lorentz angle
197 Float_t fMagneticField; // Magnetic field lorentz angle
198
199 // Calibra objects
200
201 AliTRDCalibraMode *fCalibraMode; // The calibration mode
202
203 // Current values of the coefficients found and ect...
204 Float_t fCurrentCoef[2]; // Current coefs
205 Float_t fCurrentCoefE; // Current coefs error
206 Float_t fCurrentCoef2[2]; // Current coefs
207 Float_t fCurrentCoefE2; // Current coefs error
208 Float_t fPhd[3]; // Begin AR and DR
209 Int_t fDect1; // First calibration group that will be called to be maybe fitted
210 Int_t fDect2; // Last calibration group that will be called to be maybe fitted
55a288e5 211 Double_t fScaleFitFactor; // Scale factor of the fit results for the gain
212 Int_t fEntriesCurrent; // Entries in the current histo
3a0f6479 213 Int_t fCountDet; // Current detector
214 Int_t fCount; // When the next detector comes
215
216 // Current calib object
217 AliTRDCalDet *fCalDet; // Current calib object
218 AliTRDCalROC *fCalROC; // Current calib object
219 AliTRDCalDet *fCalDet2; // Current calib object
220 AliTRDCalROC *fCalROC2; // Current calib object
221
222 // Current values detector
55a288e5 223
3a0f6479 224 Float_t *fCurrentCoefDetector; // Current values for the detector
225 Float_t *fCurrentCoefDetector2; // Current values for the detector
55a288e5 226
3a0f6479 227 class AliTRDFitInfo : public TObject {
55a288e5 228
229 public:
230
3a0f6479 231 AliTRDFitInfo()
55a288e5 232 :TObject()
233 ,fCoef(0x0)
234 ,fDetector(-1) { }
3a0f6479 235 AliTRDFitInfo(const AliTRDFitInfo &i)
55a288e5 236 :TObject(i)
237 ,fCoef(0x0)
238 ,fDetector(-1) { }
3a0f6479 239 AliTRDFitInfo &operator=(const AliTRDFitInfo&) { return *this; }
240 virtual ~AliTRDFitInfo() { }
55a288e5 241
242 void SetCoef(Float_t *coef) { fCoef = coef; }
243 void SetDetector(Int_t detector) { fDetector = detector; }
244
245 Float_t *GetCoef() const { return fCoef; }
246 Int_t GetDetector() const { return fDetector; }
247
248 protected:
249
3a0f6479 250 Float_t *fCoef; // Relative coefficient for each group of the detector
55a288e5 251 Int_t fDetector; // Detector number
252
253 };
254
3a0f6479 255 TObjArray fVectorFit; // Vectors to fit
256 TObjArray fVectorFit2; // Vectors to fit
257
55a288e5 258 //
259 // A lot of internal functions......
260 //
261
262 // Init AliTRDCalibraFit
3a0f6479 263 Bool_t InitFit(Int_t nbins, Int_t i);
264 Bool_t InitFitCH();
265 Bool_t InitFitPH();
266 Bool_t InitFitPRF();
267 Bool_t InitFitLinearFitter();
268
269 // Not enough Statistics
270 Bool_t NotEnoughStatisticCH(Int_t idect);
271 Bool_t NotEnoughStatisticPH(Int_t idect);
272 Bool_t NotEnoughStatisticPRF(Int_t idect);
273 Bool_t NotEnoughStatisticLinearFitter();
274
275 // Fill Infos Fit
276 Bool_t FillInfosFitCH(Int_t idect);
277 Bool_t FillInfosFitPH(Int_t idect);
278 Bool_t FillInfosFitPRF(Int_t idect);
279 Bool_t FillInfosFitLinearFitter();
280
281 void FillFillCH(Int_t idect);
282 void FillFillPH(Int_t idect);
283 void FillFillPRF(Int_t idect);
284 void FillFillLinearFitter();
285
286 Bool_t FillVectorFit();
287 Bool_t FillVectorFit2();
288
289 // Functions...
55a288e5 290 void InitfCountDetAndfCount(Int_t i);
3a0f6479 291 void CalculNumberOfBinsExpected(Int_t i);
292 void CalculDect1Dect2(Int_t i);
55a288e5 293 void UpdatefCountDetAndfCount(Int_t idect, Int_t i);
294 void ReconstructFitRowMinRowMax(Int_t idect, Int_t i);
3a0f6479 295 Bool_t CheckFitVoir();
296 void NormierungCharge();
297 Bool_t SetNrphiFromTObject(const char *name, Int_t i);
298 Bool_t SetNzFromTObject(const char *name, Int_t i);
299 Int_t GetNumberOfGroupsPRF(const char* nametitle);
300
301 // Calculate the mean coefs from the database
302 Bool_t CalculVdriftCoefMean();
303 Bool_t CalculChargeCoefMean(Bool_t vrai);
304 Bool_t CalculPRFCoefMean();
305 Bool_t CalculT0CoefMean();
306 Bool_t CalculVdriftLorentzCoef();
55a288e5 307 Float_t GetPRFDefault(Int_t plane) const;
3a0f6479 308 void SetCalROC(Int_t i);
55a288e5 309
310 // Fit methods
3a0f6479 311 void FitBisCH(TH1 *projch, Double_t mean);
312 void FitCH(TH1 *projch, Double_t mean);
313 void FitMeanW(TH1 *projch, Double_t nentries);
314 void FitMeanWSm(TH1 *projch, Float_t sumAll);
315 void FitMean(TH1 *projch, Double_t nentries, Double_t mean);
55a288e5 316 void FitPH(TH1 *projPH, Int_t idect);
3a0f6479 317 void FitPRF(TH1 *projPRF);
318 void RmsPRF(TH1 *projPRF);
319 Bool_t FitPRFGausMI(Double_t *arraye,Double_t *arraym,Double_t *arrayme,Int_t nBins,Float_t xMin,Float_t xMax);
320 Double_t FitGausMI(Double_t *arraye,Double_t *arraym,Double_t *arrayme,Int_t nBins, Float_t xMin,Float_t xMax,TVectorD *param, Bool_t kError= kTRUE);
321 void FitPente(TH1 *projPH);
322 void FitLagrangePoly(TH1* projPH);
323 void FitTnpRange(Double_t *arraye,Double_t *arraym,Double_t *arrayme,Int_t nbg,Int_t nybins);
55a288e5 324 TH1I *ReBin(TH1I *hist) const;
325 TH1F *ReBin(TH1F *hist) const;
55a288e5 326
3a0f6479 327// Some basic geometry function
55a288e5 328 virtual Int_t GetPlane(Int_t d) const;
329 virtual Int_t GetChamber(Int_t d) const;
330 virtual Int_t GetSector(Int_t d) const;
331
3a0f6479 332 // Instance of this class and so on
333 static AliTRDCalibraFit *fgInstance; // Instance
334 static Bool_t fgTerminated; // If terminated
335
55a288e5 336
f162af62 337 ClassDef(AliTRDCalibraFit,2) // TRD Calibration class
55a288e5 338
339};
340
341#endif
342
343