-/**************************************************************************\r
- * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *\r
- * *\r
- * Author: The ALICE Off-line Project. *\r
- * Contributors are mentioned in the code where appropriate. *\r
- * *\r
- * Permission to use, copy, modify and distribute this software and its *\r
- * documentation strictly for non-commercial purposes is hereby granted *\r
- * without fee, provided that the above copyright notice appears in all *\r
- * copies and that both the copyright notice and this permission notice *\r
- * appear in the supporting documentation. The authors make no claims *\r
- * about the suitability of this software for any purpose. It is *\r
- * provided "as is" without express or implied warranty. *\r
- **************************************************************************/\r
-\r
-//_________________________________________________________________________\r
-// Base class for the cluster unfolding algorithm \r
-//*-- Author: Adam Matyja (SUBATECH)\r
-// Based on unfolding in clusterizerv1 done by Cynthia Hadjidakis\r
-//-- Unfolding for eta~0: Cynthia Hadjidakis - still in AliEMCALCLusterizerv1\r
-//-- Unfolding extension for whole EMCAL: Adam Matyja (SUBATECH & INP PAN)\r
-//\r
-// unfolds the clusters having several local maxima. \r
-//////////////////////////////////////////////////////////////////////////////\r
-\r
-// --- ROOT system ---\r
-#include "TClonesArray.h"\r
-//#include "TTree.h"\r
-//#include <TFile.h> \r
-//class TFolder;\r
-#include <TMath.h> \r
-#include <TMinuit.h>\r
-//#include <TTree.h> \r
-//class TSystem; \r
-//#include <TBenchmark.h>\r
-//#include <TBrowser.h>\r
-//#include <TROOT.h>\r
-\r
-// --- Standard library ---\r
-#include <cassert>\r
-\r
-// --- AliRoot header files ---\r
-#include "AliEMCALUnfolding.h"\r
-#include "AliEMCALGeometry.h"\r
-#include "AliRunLoader.h"\r
-#include "AliRun.h"\r
-#include "AliEMCAL.h"\r
-#include "AliEMCALRecParam.h"\r
-#include "AliEMCALRecPoint.h"\r
-#include "AliEMCALDigit.h"\r
-#include "AliEMCALReconstructor.h"\r
-//#include "AliEMCALClusterizer.h"\r
-\r
-\r
-\r
-#include "AliLog.h"\r
-\r
-#include "AliCDBManager.h"\r
-//#include "AliCaloCalibPedestal.h"\r
-//#include "AliEMCALCalibData.h"\r
-class AliCDBStorage;\r
-#include "AliCDBEntry.h"\r
-\r
-Double_t AliEMCALUnfolding::fSSPars[8]={0.9262,3.365,1.548,0.1625,-0.4195,0.,0.,2.332};\r
-Double_t AliEMCALUnfolding::fPar5[3]={12.31,-0.007381,-0.06936};\r
-Double_t AliEMCALUnfolding::fPar6[3]={0.05452,0.0001228,0.001361};\r
-\r
-ClassImp(AliEMCALUnfolding)\r
- \r
-//____________________________________________________________________________\r
-AliEMCALUnfolding::AliEMCALUnfolding():\r
- fNumberOfECAClusters(0),\r
- fECALocMaxCut(0),\r
- fGeom(NULL),\r
- fRecPoints(NULL),\r
- fDigitsArr(NULL)\r
-{\r
- // ctor with the indication of the file where header Tree and digits Tree are stored\r
- \r
- Init() ;\r
-}\r
-\r
-//____________________________________________________________________________\r
-AliEMCALUnfolding::AliEMCALUnfolding(AliEMCALGeometry* geometry):\r
- fNumberOfECAClusters(0),\r
- fECALocMaxCut(0),\r
- fGeom(geometry),\r
- fRecPoints(NULL),\r
- fDigitsArr(NULL)\r
-{\r
- // ctor with the indication of the file where header Tree and digits Tree are stored\r
- // use this contructor to avoid usage of Init() which uses runloader\r
- // change needed by HLT - MP\r
- if (!fGeom)\r
- {\r
- AliFatal("AliEMCALUnfolding: Geometry not initialized.");\r
- }\r
- \r
-}\r
-\r
-//____________________________________________________________________________\r
-AliEMCALUnfolding::AliEMCALUnfolding(AliEMCALGeometry* geometry,Float_t ECALocMaxCut,Double_t *SSPars,Double_t *Par5,Double_t *Par6):\r
- fNumberOfECAClusters(0),\r
- fECALocMaxCut(ECALocMaxCut),\r
- fGeom(geometry),\r
- fRecPoints(NULL),\r
- fDigitsArr(NULL)\r
-{\r
- // ctor with the indication of the file where header Tree and digits Tree are stored\r
- // use this contructor to avoid usage of Init() which uses runloader\r
- // change needed by HLT - MP\r
- if (!fGeom)\r
- {\r
- AliFatal("AliEMCALUnfolding: Geometry not initialized.");\r
- }\r
- Int_t i=0;\r
- for (i = 0; i < 8; i++) fSSPars[i] = SSPars[i];\r
- for (i = 0; i < 3; i++) {\r
- fPar5[i] = Par5[i];\r
- fPar6[i] = Par6[i];\r
- }\r
-\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::Init()\r
-{\r
- // Make all memory allocations which can not be done in default constructor.\r
- // Attach the Clusterizer task to the list of EMCAL tasks\r
-\r
- AliRunLoader *rl = AliRunLoader::Instance();\r
- if (rl && rl->GetAliRun()){\r
- AliEMCAL* emcal = dynamic_cast<AliEMCAL*>(rl->GetAliRun()->GetDetector("EMCAL"));\r
- if(emcal)fGeom = emcal->GetGeometry();\r
- }\r
- \r
- if(!fGeom)\r
- fGeom = AliEMCALGeometry::GetInstance(AliEMCALGeometry::GetDefaultGeometryName());\r
- \r
- AliDebug(1,Form("geom %p",fGeom));\r
- \r
- if(!gMinuit) \r
- gMinuit = new TMinuit(100) ;\r
- \r
-}\r
-\r
-//____________________________________________________________________________\r
- AliEMCALUnfolding::~AliEMCALUnfolding()\r
-{\r
- // dtor\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::SetInput(Int_t numberOfECAClusters,TObjArray *recPoints,TClonesArray *digitsArr)\r
-{\r
- //\r
- //Set input for unfolding purposes\r
- SetNumberOfECAClusters(numberOfECAClusters);\r
- SetRecPoints(recPoints);\r
- SetDigitsArr(digitsArr);\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::MakeUnfolding()\r
-{\r
- // Unfolds clusters using the shape of an ElectroMagnetic shower\r
- // Performs unfolding of all clusters\r
- \r
- if(fNumberOfECAClusters > 0){\r
- if (fGeom==0)\r
- AliFatal("Did not get geometry from EMCALLoader") ;\r
- //Int_t nModulesToUnfold = fGeom->GetNCells();\r
- \r
- Int_t numberofNotUnfolded = fNumberOfECAClusters ;\r
- Int_t index ;\r
- for(index = 0 ; index < numberofNotUnfolded ; index++){\r
- AliEMCALRecPoint * recPoint = dynamic_cast<AliEMCALRecPoint *>( fRecPoints->At(index) ) ;\r
- if(recPoint){\r
- //do we really need it?\r
- // TVector3 gpos;\r
- // Int_t absId = -1;\r
- // recPoint->GetGlobalPosition(gpos);\r
- // fGeom->GetAbsCellIdFromEtaPhi(gpos.Eta(),gpos.Phi(),absId);\r
- // if(absId > nModulesToUnfold)\r
- // break ;\r
- \r
- Int_t nMultipl = recPoint->GetMultiplicity() ;\r
- AliEMCALDigit ** maxAt = new AliEMCALDigit*[nMultipl] ;\r
- Float_t * maxAtEnergy = new Float_t[nMultipl] ;\r
- Int_t nMax = recPoint->GetNumberOfLocalMax(maxAt, maxAtEnergy,fECALocMaxCut,fDigitsArr) ;\r
- \r
- if( nMax > 1 ) { // if cluster is very flat (no pronounced maximum) then nMax = 0\r
- if(UnfoldClusterV2(recPoint, nMax, maxAt, maxAtEnergy) ){\r
- fRecPoints->Remove(recPoint);\r
- fRecPoints->Compress() ;//is it really needed\r
- index-- ;\r
- fNumberOfECAClusters-- ;\r
- numberofNotUnfolded-- ;\r
- }\r
- }\r
- else{\r
- recPoint->SetNExMax(1) ; //Only one local maximum\r
- }\r
- \r
- delete[] maxAt ;\r
- delete[] maxAtEnergy ;\r
- } else AliError("RecPoint NULL");\r
- } // rec point loop\r
- }\r
- // End of Unfolding of clusters\r
-}\r
-\r
-//____________________________________________________________________________\r
-Bool_t AliEMCALUnfolding::UnfoldClusterV2(AliEMCALRecPoint * iniTower, \r
- Int_t nMax, \r
- AliEMCALDigit ** maxAt, \r
- Float_t * maxAtEnergy)\r
-{\r
- // Extended to whole EMCAL \r
- // Performs the unfolding of a cluster with nMax overlapping showers \r
- \r
- Int_t nPar = 3 * nMax ;\r
- Float_t * fitparameters = new Float_t[nPar] ;\r
- \r
- if (fGeom==0)\r
- AliFatal("Did not get geometry from EMCALLoader") ;\r
- \r
- Bool_t rv = FindFitV2(iniTower, maxAt, maxAtEnergy, nPar, fitparameters) ;\r
- if( !rv ) {\r
- // Fit failed, return (and remove cluster? - why? I leave the cluster)\r
- iniTower->SetNExMax(-1) ;\r
- delete[] fitparameters ;\r
- return kFALSE;\r
- }\r
- \r
- // create unfolded rec points and fill them with new energy lists\r
- // First calculate energy deposited in each sell in accordance with\r
- // fit (without fluctuations): efit[]\r
- // and later correct this number in acordance with actual energy\r
- // deposition\r
- \r
- Int_t nDigits = iniTower->GetMultiplicity() ;\r
- Float_t * efit = new Float_t[nDigits] ;//new fitted energy in cells\r
- Float_t xpar=0.,zpar=0.,epar=0. ;//center of gravity in cell units\r
- \r
- AliEMCALDigit * digit = 0 ;\r
- Int_t * digitsList = iniTower->GetDigitsList() ;\r
- \r
- Int_t iSupMod = 0 ;\r
- Int_t iTower = 0 ;\r
- Int_t iIphi = 0 ;\r
- Int_t iIeta = 0 ;\r
- Int_t iphi = 0 ;//x direction\r
- Int_t ieta = 0 ;//z direstion\r
- \r
- Int_t iparam = 0 ;\r
- Int_t iDigit = 0 ;\r
- \r
- for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r
- digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At(digitsList[iDigit] ) ) ;\r
- if(digit){\r
- fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r
- fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r
- iIphi, iIeta,iphi,ieta);\r
- EvalParsPhiDependence(digit->GetId(),fGeom);\r
- \r
- efit[iDigit] = 0.;\r
- iparam = 0;\r
- while(iparam < nPar ){\r
- xpar = fitparameters[iparam] ;\r
- zpar = fitparameters[iparam+1] ;\r
- epar = fitparameters[iparam+2] ;\r
- iparam += 3 ;\r
- \r
- efit[iDigit] += epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r
- }\r
- } else AliError("Digit NULL!");\r
- \r
- }//digit loop\r
- \r
- // Now create new RecPoints and fill energy lists with efit corrected to fluctuations\r
- // so that energy deposited in each cell is distributed between new clusters proportionally\r
- // to its contribution to efit\r
- \r
- Float_t * energiesList = iniTower->GetEnergiesList() ;\r
- Float_t ratio = 0 ;\r
- \r
- iparam = 0 ;\r
- while(iparam < nPar ){\r
- xpar = fitparameters[iparam] ;\r
- zpar = fitparameters[iparam+1] ;\r
- epar = fitparameters[iparam+2] ;\r
- iparam += 3 ;\r
- \r
- AliEMCALRecPoint * recPoint = 0 ;\r
- \r
- if(fNumberOfECAClusters >= fRecPoints->GetSize())\r
- fRecPoints->Expand(2*fNumberOfECAClusters) ;\r
- \r
- //add recpoint\r
- (*fRecPoints)[fNumberOfECAClusters] = new AliEMCALRecPoint("") ;\r
- recPoint = dynamic_cast<AliEMCALRecPoint *>( fRecPoints->At(fNumberOfECAClusters) ) ;\r
- \r
- if(recPoint){\r
- \r
- fNumberOfECAClusters++ ;\r
- recPoint->SetNExMax((Int_t)nPar/3) ;\r
- \r
- Float_t eDigit = 0. ;\r
- for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r
- digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At( digitsList[iDigit] ) ) ;\r
- if(digit){\r
- fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r
- fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r
- iIphi, iIeta,iphi,ieta);\r
- EvalParsPhiDependence(digit->GetId(),fGeom);\r
- if(efit[iDigit]==0) continue;//just for sure\r
- ratio = epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) / efit[iDigit] ;\r
- eDigit = energiesList[iDigit] * ratio ;\r
- recPoint->AddDigit( *digit, eDigit, kFALSE ) ; //FIXME, need to study the shared case\r
- } else AliError("NULL digit");\r
- }//digit loop \r
- } else AliError("NULL RecPoint");\r
- }//while\r
- \r
- delete[] fitparameters ;\r
- delete[] efit ;\r
- \r
- return kTRUE;\r
-}\r
-\r
-//____________________________________________________________________________\r
-Bool_t AliEMCALUnfolding::FindFitV2(AliEMCALRecPoint * recPoint, AliEMCALDigit ** maxAt, \r
- const Float_t* maxAtEnergy,\r
- Int_t nPar, Float_t * fitparameters) const\r
-{\r
- // Calls TMinuit to fit the energy distribution of a cluster with several maxima\r
- // The initial values for fitting procedure are set equal to the\r
- // positions of local maxima. \r
- // Cluster will be fitted as a superposition of nPar/3\r
- // electromagnetic showers\r
-\r
- if (fGeom==0) AliFatal("Did not get geometry from EMCALLoader");\r
- \r
- if(!gMinuit)\r
- gMinuit = new TMinuit(100) ;//max 100 parameters\r
-\r
- gMinuit->mncler(); // Reset Minuit's list of paramters\r
- gMinuit->SetPrintLevel(-1) ; // No Printout\r
- gMinuit->SetFCN(AliEMCALUnfolding::UnfoldingChiSquareV2) ;\r
- // To set the address of the minimization function\r
- TList * toMinuit = new TList();\r
- toMinuit->AddAt(recPoint,0) ;\r
- toMinuit->AddAt(fDigitsArr,1) ;\r
- toMinuit->AddAt(fGeom,2) ;\r
-\r
- gMinuit->SetObjectFit(toMinuit) ; // To tranfer pointer to UnfoldingChiSquare\r
-\r
- // filling initial values for fit parameters\r
- AliEMCALDigit * digit ;\r
-\r
- Int_t ierflg = 0;\r
- Int_t index = 0 ;\r
- Int_t nDigits = (Int_t) nPar / 3 ;\r
-\r
- Int_t iDigit ;\r
-\r
- Int_t iSupMod = 0 ;\r
- Int_t iTower = 0 ;\r
- Int_t iIphi = 0 ;\r
- Int_t iIeta = 0 ;\r
- Int_t iphi = 0 ;//x direction\r
- Int_t ieta = 0 ;//z direstion\r
-\r
- for(iDigit = 0; iDigit < nDigits; iDigit++){\r
- digit = maxAt[iDigit];\r
- fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r
- fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r
- iIphi, iIeta,iphi,ieta);\r
-\r
- Float_t energy = maxAtEnergy[iDigit] ;\r
-\r
- //gMinuit->mnparm(index, "x", iphi, 0.1, 0, 0, ierflg) ;//original\r
- gMinuit->mnparm(index, "x", iphi, 0.05, 0, 0, ierflg) ;\r
- index++ ;\r
- if(ierflg != 0){\r
- Error("FindFit", "EMCAL Unfolding Unable to set initial value for fit procedure : x = %d", iphi ) ;\r
- toMinuit->Clear();\r
- delete toMinuit ;\r
- return kFALSE;\r
- }\r
- //gMinuit->mnparm(index, "z", ieta, 0.1, 0, 0, ierflg) ;//original\r
- gMinuit->mnparm(index, "z", ieta, 0.05, 0, 0, ierflg) ;\r
- index++ ;\r
- if(ierflg != 0){\r
- Error("FindFit", "EMCAL Unfolding Unable to set initial value for fit procedure : z = %d", ieta) ;\r
- toMinuit->Clear();\r
- delete toMinuit ;\r
- return kFALSE;\r
- }\r
- //gMinuit->mnparm(index, "Energy", energy , 0.05*energy, 0., 4.*energy, ierflg) ;//original\r
- gMinuit->mnparm(index, "Energy", energy , 0.001*energy, 0., 5.*energy, ierflg) ;//was 0.05\r
- index++ ;\r
- if(ierflg != 0){\r
- Error("FindFit", "EMCAL Unfolding Unable to set initial value for fit procedure : energy = %f", energy) ;\r
- toMinuit->Clear();\r
- delete toMinuit ;\r
- return kFALSE;\r
- }\r
- }\r
-\r
- Double_t p0 = 0.1 ; // "Tolerance" Evaluation stops when EDM = 0.0001*p0 ; \r
- // The number of function call slightly depends on it.\r
- // Double_t p1 = 1.0 ;// par to gradient \r
- Double_t p2 = 0.0 ;\r
- // Double_t p3 = 3.0 ;\r
- gMinuit->mnexcm("SET STR", &p2, 0, ierflg) ; // force TMinuit to reduce function calls\r
- // gMinuit->mnexcm("SET GRA", &p1, 1, ierflg) ; // force TMinuit to use my gradient\r
- gMinuit->SetMaxIterations(5);//was 5\r
- gMinuit->mnexcm("SET NOW", &p2 , 0, ierflg) ; // No Warnings\r
- //gMinuit->mnexcm("SET PRI", &p3 , 3, ierflg) ; // printouts\r
-\r
- gMinuit->mnexcm("MIGRAD", &p0, 0, ierflg) ; // minimize\r
- //gMinuit->mnexcm("MINI", &p0, 0, ierflg) ; // minimize\r
- if(ierflg == 4){ // Minimum not found\r
- Error("FindFit", "EMCAL Unfolding Fit not converged, cluster abandoned " ) ;\r
- toMinuit->Clear();\r
- delete toMinuit ;\r
- return kFALSE ;\r
- }\r
- for(index = 0; index < nPar; index++){\r
- Double_t err = 0. ;\r
- Double_t val = 0. ;\r
- gMinuit->GetParameter(index, val, err) ; // Returns value and error of parameter index\r
- fitparameters[index] = val ;\r
- }\r
-\r
- toMinuit->Clear();\r
- delete toMinuit ;\r
- return kTRUE;\r
-\r
-}\r
-\r
-//____________________________________________________________________________\r
-Double_t AliEMCALUnfolding::ShowerShapeV2(Double_t x, Double_t y)\r
-{ \r
- // extended to whole EMCAL \r
- // Shape of the shower\r
- // If you change this function, change also the gradient evaluation in ChiSquare()\r
-\r
- Double_t r = fSSPars[7]*TMath::Sqrt(x*x+y*y);\r
- Double_t rp1 = TMath::Power(r, fSSPars[1]) ;\r
- Double_t rp5 = TMath::Power(r, fSSPars[5]) ;\r
- Double_t shape = fSSPars[0]*TMath::Exp( -rp1 * (1. / (fSSPars[2] + fSSPars[3] * rp1) + fSSPars[4] / (1 + fSSPars[6] * rp5) ) ) ;\r
- return shape ;\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::UnfoldingChiSquareV2(Int_t & nPar, Double_t * Grad,\r
- Double_t & fret,\r
- Double_t * x, Int_t iflag)\r
-{\r
- // Calculates the Chi square for the cluster unfolding minimization\r
- // Number of parameters, Gradient, Chi squared, parameters, what to do\r
- \r
- TList * toMinuit = dynamic_cast<TList*>( gMinuit->GetObjectFit() ) ;\r
- if(toMinuit){\r
- AliEMCALRecPoint * recPoint = dynamic_cast<AliEMCALRecPoint*>( toMinuit->At(0) ) ;\r
- TClonesArray * digits = dynamic_cast<TClonesArray*>( toMinuit->At(1) ) ;\r
- // A bit buggy way to get an access to the geometry\r
- // To be revised!\r
- AliEMCALGeometry *geom = dynamic_cast<AliEMCALGeometry *>(toMinuit->At(2));\r
- \r
- if(recPoint && digits && geom){\r
- \r
- Int_t * digitsList = recPoint->GetDigitsList() ;\r
- \r
- Int_t nOdigits = recPoint->GetDigitsMultiplicity() ;\r
- \r
- Float_t * energiesList = recPoint->GetEnergiesList() ;\r
- \r
- fret = 0. ;\r
- Int_t iparam = 0 ;\r
- \r
- if(iflag == 2)\r
- for(iparam = 0 ; iparam < nPar ; iparam++)\r
- Grad[iparam] = 0 ; // Will evaluate gradient\r
- \r
- Double_t efit = 0. ;\r
- \r
- AliEMCALDigit * digit ;\r
- Int_t iDigit ;\r
- \r
- Int_t iSupMod = 0 ;\r
- Int_t iTower = 0 ;\r
- Int_t iIphi = 0 ;\r
- Int_t iIeta = 0 ;\r
- Int_t iphi = 0 ;//x direction\r
- Int_t ieta = 0 ;//z direstion\r
- \r
- \r
- for( iDigit = 0 ; iDigit < nOdigits ; iDigit++) {\r
- if(energiesList[iDigit]==0) continue;\r
- \r
- digit = dynamic_cast<AliEMCALDigit*>( digits->At( digitsList[iDigit] ) );\r
- \r
- if(digit){\r
- geom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r
- geom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r
- iIphi, iIeta,iphi,ieta);\r
- EvalParsPhiDependence(digit->GetId(),geom);\r
- \r
- if(iflag == 2){ // calculate gradient\r
- Int_t iParam = 0 ;\r
- efit = 0. ;\r
- while(iParam < nPar ){\r
- Double_t dx = ((Float_t)iphi - x[iParam]) ;\r
- iParam++ ;\r
- Double_t dz = ((Float_t)ieta - x[iParam]) ;\r
- iParam++ ;\r
- efit += x[iParam] * ShowerShapeV2(dx,dz) ;\r
- iParam++ ;\r
- }\r
- \r
- Double_t sum = 2. * (efit - energiesList[iDigit]) / energiesList[iDigit] ; // Here we assume, that sigma = sqrt(E)\r
- iParam = 0 ;\r
- while(iParam < nPar ){\r
- Double_t xpar = x[iParam] ;\r
- Double_t zpar = x[iParam+1] ;\r
- Double_t epar = x[iParam+2] ;\r
- \r
- Double_t dr = fSSPars[7]*TMath::Sqrt( ((Float_t)iphi - xpar) * ((Float_t)iphi - xpar) + ((Float_t)ieta - zpar) * ((Float_t)ieta - zpar) );\r
- Double_t shape = sum * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r
- Double_t rp1 = TMath::Power(dr, fSSPars[1]) ;\r
- Double_t rp5 = TMath::Power(dr, fSSPars[5]) ;\r
- \r
- Double_t deriv = -2 * TMath::Power(dr,fSSPars[1]-2.) * fSSPars[7] * fSSPars[7] * \r
- (fSSPars[1] * ( 1/(fSSPars[2]+fSSPars[3]*rp1) + fSSPars[4]/(1+fSSPars[6]*rp5) ) - \r
- (fSSPars[1]*fSSPars[3]*rp1/( (fSSPars[2]+fSSPars[3]*rp1)*(fSSPars[2]+fSSPars[3]*rp1) ) + \r
- fSSPars[4]*fSSPars[5]*fSSPars[6]*rp5/( (1+fSSPars[6]*rp5)*(1+fSSPars[6]*rp5) ) ) );\r
- \r
- //Double_t deriv =-1.33 * TMath::Power(dr,0.33)*dr * ( 1.57 / ( (1.57 + 0.0860 * r133) * (1.57 + 0.0860 * r133) )\r
- // - 0.55 / (1 + 0.000563 * r669) / ( (1 + 0.000563 * r669) * (1 + 0.000563 * r669) ) ) ;\r
- \r
- Grad[iParam] += epar * shape * deriv * ((Float_t)iphi - xpar) ; // Derivative over x\r
- iParam++ ;\r
- Grad[iParam] += epar * shape * deriv * ((Float_t)ieta - zpar) ; // Derivative over z\r
- iParam++ ;\r
- Grad[iParam] += shape ; // Derivative over energy\r
- iParam++ ;\r
- }\r
- }\r
- efit = 0;\r
- iparam = 0 ;\r
- \r
- while(iparam < nPar ){\r
- Double_t xpar = x[iparam] ;\r
- Double_t zpar = x[iparam+1] ;\r
- Double_t epar = x[iparam+2] ;\r
- iparam += 3 ;\r
- efit += epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r
- }\r
- \r
- fret += (efit-energiesList[iDigit])*(efit-energiesList[iDigit])/energiesList[iDigit] ;\r
- // Here we assume, that sigma = sqrt(E) \r
- } else printf("AliEMCALUnfoding::UnfoldingChiSquareV2 - NULL digit!\n");\r
- } // digit loop\r
- } // recpoint, digits and geom not NULL\r
- }// List is not NULL\r
- \r
-}\r
-\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::SetShowerShapeParams(Double_t *pars){\r
- for(UInt_t i=0;i<7;++i)\r
- fSSPars[i]=pars[i];\r
- if(pars[2]==0. && pars[3]==0.) fSSPars[2]=1.;//to avoid dividing by 0\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::SetPar5(Double_t *pars){\r
- for(UInt_t i=0;i<3;++i)\r
- fPar5[i]=pars[i];\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::SetPar6(Double_t *pars){\r
- for(UInt_t i=0;i<3;++i)\r
- fPar6[i]=pars[i];\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::EvalPar5(Double_t phi){\r
- //\r
- //Evaluate the 5th parameter of the shower shape function\r
- //phi in degrees range (-10,10)\r
- //\r
- //fSSPars[5] = 12.31 - phi*0.007381 - phi*phi*0.06936;\r
- fSSPars[5] = fPar5[0] + phi * fPar5[1] + phi*phi * fPar5[2];\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::EvalPar6(Double_t phi){\r
- //\r
- //Evaluate the 6th parameter of the shower shape function\r
- //phi in degrees range (-10,10)\r
- //\r
- //fSSPars[6] = 0.05452 + phi*0.0001228 + phi*phi*0.001361;\r
- fSSPars[6] = fPar6[0] + phi * fPar6[1] + phi*phi * fPar6[2];\r
-}\r
-\r
-//____________________________________________________________________________\r
-void AliEMCALUnfolding::EvalParsPhiDependence(Int_t absId, AliEMCALGeometry *geom){\r
- //\r
- // calculate params p5 and p6 depending on the phi angle in global coordinate\r
- // for the cell with given absId index\r
- //\r
- Double_t etaGlob = 0.;//eta in global c.s. - unused\r
- Double_t phiGlob = 0.;//phi in global c.s. in radians\r
- geom->EtaPhiFromIndex(absId, etaGlob, phiGlob);\r
- phiGlob*=180./TMath::Pi();\r
- phiGlob-=90.;\r
- phiGlob-= (Double_t)((Int_t)geom->GetSuperModuleNumber(absId)/2 * 20);\r
-\r
- EvalPar5(phiGlob);\r
- EvalPar6(phiGlob);\r
-}\r
-\r
+/**************************************************************************\r\r
+ * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *\r\r
+ * *\r\r
+ * Author: The ALICE Off-line Project. *\r\r
+ * Contributors are mentioned in the code where appropriate. *\r\r
+ * *\r\r
+ * Permission to use, copy, modify and distribute this software and its *\r\r
+ * documentation strictly for non-commercial purposes is hereby granted *\r\r
+ * without fee, provided that the above copyright notice appears in all *\r\r
+ * copies and that both the copyright notice and this permission notice *\r\r
+ * appear in the supporting documentation. The authors make no claims *\r\r
+ * about the suitability of this software for any purpose. It is *\r\r
+ * provided "as is" without express or implied warranty. *\r\r
+ **************************************************************************/\r\r
+\r\r
+//_________________________________________________________________________\r\r
+// Base class for the cluster unfolding algorithm \r\r
+//*-- Author: Adam Matyja (SUBATECH)\r\r
+// Based on unfolding in clusterizerv1 done by Cynthia Hadjidakis\r\r
+//-- Unfolding for eta~0: Cynthia Hadjidakis - still in AliEMCALCLusterizerv1\r\r
+//-- Unfolding extension for whole EMCAL: Adam Matyja (SUBATECH & INP PAN)\r\r
+//\r\r
+// unfolds the clusters having several local maxima. \r\r
+//////////////////////////////////////////////////////////////////////////////\r\r
+\r\r
+// --- ROOT system ---\r\r
+#include "TClonesArray.h"\r\r
+//#include "TTree.h"\r\r
+//#include <TFile.h> \r\r
+//class TFolder;\r\r
+#include <TMath.h> \r\r
+#include <TMinuit.h>\r\r
+//#include <TTree.h> \r\r
+//class TSystem; \r\r
+//#include <TBenchmark.h>\r\r
+//#include <TBrowser.h>\r\r
+//#include <TROOT.h>\r\r
+\r\r
+// --- Standard library ---\r\r
+#include <cassert>\r\r
+\r\r
+// --- AliRoot header files ---\r\r
+#include "AliEMCALUnfolding.h"\r\r
+#include "AliEMCALGeometry.h"\r\r
+#include "AliRunLoader.h"\r\r
+#include "AliRun.h"\r\r
+#include "AliEMCAL.h"\r\r
+#include "AliEMCALRecParam.h"\r\r
+#include "AliEMCALRecPoint.h"\r\r
+#include "AliEMCALDigit.h"\r\r
+#include "AliEMCALReconstructor.h"\r\r
+//#include "AliEMCALClusterizer.h"\r\r
+\r\r
+\r\r
+\r\r
+#include "AliLog.h"\r\r
+\r\r
+#include "AliCDBManager.h"\r\r
+//#include "AliCaloCalibPedestal.h"\r\r
+//#include "AliEMCALCalibData.h"\r\r
+class AliCDBStorage;\r\r
+#include "AliCDBEntry.h"\r\r
+\r\r
+Double_t AliEMCALUnfolding::fSSPars[8]={0.9262,3.365,1.548,0.1625,-0.4195,0.,0.,2.332};\r\r
+Double_t AliEMCALUnfolding::fPar5[3]={12.31,-0.007381,-0.06936};\r\r
+Double_t AliEMCALUnfolding::fPar6[3]={0.05452,0.0001228,0.001361};\r\r
+\r\r
+ClassImp(AliEMCALUnfolding)\r\r
+ \r\r
+//____________________________________________________________________________\r\r
+AliEMCALUnfolding::AliEMCALUnfolding():\r\r
+ fNumberOfECAClusters(0),\r\r
+ fECALocMaxCut(0),\r\r
+ fThreshold(0.01),//10 MeV\r\r
+ fGeom(NULL),\r\r
+ fRecPoints(NULL),\r\r
+ fDigitsArr(NULL)\r\r
+{\r\r
+ // ctor with the indication of the file where header Tree and digits Tree are stored\r\r
+ \r\r
+ Init() ;\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+AliEMCALUnfolding::AliEMCALUnfolding(AliEMCALGeometry* geometry):\r\r
+ fNumberOfECAClusters(0),\r\r
+ fECALocMaxCut(0),\r\r
+ fThreshold(0.01),//10 MeV\r\r
+ fGeom(geometry),\r\r
+ fRecPoints(NULL),\r\r
+ fDigitsArr(NULL)\r\r
+{\r\r
+ // ctor with the indication of the file where header Tree and digits Tree are stored\r\r
+ // use this contructor to avoid usage of Init() which uses runloader\r\r
+ // change needed by HLT - MP\r\r
+ if (!fGeom)\r\r
+ {\r\r
+ AliFatal("AliEMCALUnfolding: Geometry not initialized.");\r\r
+ }\r\r
+ \r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+AliEMCALUnfolding::AliEMCALUnfolding(AliEMCALGeometry* geometry,Float_t ECALocMaxCut,Double_t *SSPars,Double_t *Par5,Double_t *Par6):\r\r
+ fNumberOfECAClusters(0),\r\r
+ fECALocMaxCut(ECALocMaxCut),\r\r
+ fThreshold(0.01),//10 MeV\r\r
+ fGeom(geometry),\r\r
+ fRecPoints(NULL),\r\r
+ fDigitsArr(NULL)\r\r
+{\r\r
+ // ctor with the indication of the file where header Tree and digits Tree are stored\r\r
+ // use this contructor to avoid usage of Init() which uses runloader\r\r
+ // change needed by HLT - MP\r\r
+ if (!fGeom)\r\r
+ {\r\r
+ AliFatal("AliEMCALUnfolding: Geometry not initialized.");\r\r
+ }\r\r
+ Int_t i=0;\r\r
+ for (i = 0; i < 8; i++) fSSPars[i] = SSPars[i];\r\r
+ for (i = 0; i < 3; i++) {\r\r
+ fPar5[i] = Par5[i];\r\r
+ fPar6[i] = Par6[i];\r\r
+ }\r\r
+\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::Init()\r\r
+{\r\r
+ // Make all memory allocations which can not be done in default constructor.\r\r
+ // Attach the Clusterizer task to the list of EMCAL tasks\r\r
+\r\r
+ AliRunLoader *rl = AliRunLoader::Instance();\r\r
+ if (rl && rl->GetAliRun()){\r\r
+ AliEMCAL* emcal = dynamic_cast<AliEMCAL*>(rl->GetAliRun()->GetDetector("EMCAL"));\r\r
+ if(emcal)fGeom = emcal->GetGeometry();\r\r
+ }\r\r
+ \r\r
+ if(!fGeom)\r\r
+ fGeom = AliEMCALGeometry::GetInstance(AliEMCALGeometry::GetDefaultGeometryName());\r\r
+ \r\r
+ AliDebug(1,Form("geom %p",fGeom));\r\r
+ \r\r
+ if(!gMinuit) \r\r
+ gMinuit = new TMinuit(100) ;\r\r
+ \r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+ AliEMCALUnfolding::~AliEMCALUnfolding()\r\r
+{\r\r
+ // dtor\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::SetInput(Int_t numberOfECAClusters,TObjArray *recPoints,TClonesArray *digitsArr)\r\r
+{\r\r
+ //\r\r
+ //Set input for unfolding purposes\r\r
+ SetNumberOfECAClusters(numberOfECAClusters);\r\r
+ SetRecPoints(recPoints);\r\r
+ SetDigitsArr(digitsArr);\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::MakeUnfolding()\r\r
+{\r\r
+ // Unfolds clusters using the shape of an ElectroMagnetic shower\r\r
+ // Performs unfolding of all clusters\r\r
+ \r\r
+ if(fNumberOfECAClusters > 0){\r\r
+ if (fGeom==0)\r\r
+ AliFatal("Did not get geometry from EMCALLoader") ;\r\r
+ //Int_t nModulesToUnfold = fGeom->GetNCells();\r\r
+ \r\r
+ Int_t numberofNotUnfolded = fNumberOfECAClusters ;\r\r
+ Int_t index ;\r\r
+ for(index = 0 ; index < numberofNotUnfolded ; index++){\r\r
+ AliEMCALRecPoint * recPoint = dynamic_cast<AliEMCALRecPoint *>( fRecPoints->At(index) ) ;\r\r
+ if(recPoint){\r\r
+ //do we really need it?\r\r
+ // TVector3 gpos;\r\r
+ // Int_t absId = -1;\r\r
+ // recPoint->GetGlobalPosition(gpos);\r\r
+ // fGeom->GetAbsCellIdFromEtaPhi(gpos.Eta(),gpos.Phi(),absId);\r\r
+ // if(absId > nModulesToUnfold)\r\r
+ // break ;\r\r
+ \r\r
+ Int_t nMultipl = recPoint->GetMultiplicity() ;\r\r
+ AliEMCALDigit ** maxAt = new AliEMCALDigit*[nMultipl] ;\r\r
+ Float_t * maxAtEnergy = new Float_t[nMultipl] ;\r\r
+ Int_t nMax = recPoint->GetNumberOfLocalMax(maxAt, maxAtEnergy,fECALocMaxCut,fDigitsArr) ;\r\r
+ \r\r
+ if( nMax > 1 ) { // if cluster is very flat (no pronounced maximum) then nMax = 0\r\r
+ if(UnfoldClusterV2(recPoint, nMax, maxAt, maxAtEnergy) ){\r\r
+ fRecPoints->Remove(recPoint);\r\r
+ fRecPoints->Compress() ;//is it really needed\r\r
+ index-- ;\r\r
+ fNumberOfECAClusters-- ;\r\r
+ numberofNotUnfolded-- ;\r\r
+ }\r\r
+ }\r\r
+ else{\r\r
+ recPoint->SetNExMax(1) ; //Only one local maximum\r\r
+ }\r\r
+ \r\r
+ delete[] maxAt ;\r\r
+ delete[] maxAtEnergy ;\r\r
+ } else AliError("RecPoint NULL");\r\r
+ } // rec point loop\r\r
+ }\r\r
+ // End of Unfolding of clusters\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+Bool_t AliEMCALUnfolding::UnfoldClusterV2(AliEMCALRecPoint * iniTower, \r\r
+ Int_t nMax, \r\r
+ AliEMCALDigit ** maxAt, \r\r
+ Float_t * maxAtEnergy)\r\r
+{\r\r
+ // Extended to whole EMCAL \r\r
+\r\r
+ //**************************** part 1 *******************************************\r\r
+ // Performs the unfolding of a cluster with nMax overlapping showers \r\r
+ \r\r
+ Int_t nPar = 3 * nMax ;\r\r
+ Float_t * fitparameters = new Float_t[nPar] ;\r\r
+ \r\r
+ if (fGeom==0)\r\r
+ AliFatal("Did not get geometry from EMCALLoader") ;\r\r
+ \r\r
+ Bool_t rv = FindFitV2(iniTower, maxAt, maxAtEnergy, nPar, fitparameters) ;\r\r
+ if( !rv ) {\r\r
+ // Fit failed, return (and remove cluster? - why? I leave the cluster)\r\r
+ iniTower->SetNExMax(-1) ;\r\r
+ delete[] fitparameters ;\r\r
+ return kFALSE;\r\r
+ }\r\r
+ \r\r
+ //**************************** part 2 *******************************************\r\r
+ // create unfolded rec points and fill them with new energy lists\r\r
+ // First calculate energy deposited in each sell in accordance with\r\r
+ // fit (without fluctuations): efit[]\r\r
+ // and later correct this number in acordance with actual energy\r\r
+ // deposition\r\r
+ \r\r
+ Int_t nDigits = iniTower->GetMultiplicity() ;\r\r
+ Float_t * efit = new Float_t[nDigits] ;//new fitted energy in cells\r\r
+ Float_t xpar=0.,zpar=0.,epar=0. ;//center of gravity in cell units\r\r
+ \r\r
+ AliEMCALDigit * digit = 0 ;\r\r
+ Int_t * digitsList = iniTower->GetDigitsList() ;\r\r
+ \r\r
+ Int_t iSupMod = 0 ;\r\r
+ Int_t iTower = 0 ;\r\r
+ Int_t iIphi = 0 ;\r\r
+ Int_t iIeta = 0 ;\r\r
+ Int_t iphi = 0 ;//x direction\r\r
+ Int_t ieta = 0 ;//z direstion\r\r
+ \r\r
+ Int_t iparam = 0 ;\r\r
+ Int_t iDigit = 0 ;\r\r
+ \r\r
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r\r
+ digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At(digitsList[iDigit] ) ) ;\r\r
+ if(digit){\r\r
+ fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r\r
+ fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r\r
+ iIphi, iIeta,iphi,ieta);\r\r
+ EvalParsPhiDependence(digit->GetId(),fGeom);\r\r
+ \r\r
+ efit[iDigit] = 0.;\r\r
+ iparam = 0;\r\r
+ while(iparam < nPar ){\r\r
+ xpar = fitparameters[iparam] ;\r\r
+ zpar = fitparameters[iparam+1] ;\r\r
+ epar = fitparameters[iparam+2] ;\r\r
+ iparam += 3 ;\r\r
+ \r\r
+ efit[iDigit] += epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r\r
+ }\r\r
+ } else AliError("Digit NULL!");\r\r
+ \r\r
+ }//digit loop\r\r
+ \r\r
+ //**************************** part 3 *******************************************\r\r
+ // Now create new RecPoints and fill energy lists with efit corrected to fluctuations\r\r
+ // so that energy deposited in each cell is distributed between new clusters proportionally\r\r
+ // to its contribution to efit\r\r
+ \r\r
+ Float_t * energiesList = iniTower->GetEnergiesList() ;\r\r
+ Float_t ratio = 0 ;\r\r
+ Float_t eDigit = 0. ;\r\r
+ Int_t nSplittedClusters=(Int_t)nPar/3;\r\r
+ \r\r
+ Float_t * correctedEnergyList = new Float_t[nDigits*nSplittedClusters];\r\r
+ //above - temporary table with energies after unfolding.\r\r
+ //the orderis following: \r\r
+ //first cluster <first cell - last cell>, \r\r
+ //second cluster <first cell - last cell>, etc.\r\r
+\r\r
+ //**************************** sub-part 3.1 *************************************\r\r
+ //here we check if energy of the cell in the cluster after unfolding is above threshold. \r\r
+ //If not the energy from a given cell in the cluster is divided in correct proportions \r\r
+ //in accordance to the other clusters and added to them and set to 0.\r\r
+\r\r
+ iparam = 0 ;\r\r
+ while(iparam < nPar ){\r\r
+ xpar = fitparameters[iparam] ;\r\r
+ zpar = fitparameters[iparam+1] ;\r\r
+ epar = fitparameters[iparam+2] ;\r\r
+\r\r
+\r\r
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r\r
+ digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At( digitsList[iDigit] ) ) ;\r\r
+ if(digit){\r\r
+ fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r\r
+ fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r\r
+ iIphi, iIeta,iphi,ieta);\r\r
+ EvalParsPhiDependence(digit->GetId(),fGeom);\r\r
+ if(efit[iDigit]==0) {//just for sure\r\r
+ correctedEnergyList[iparam/3+iDigit] = 0;\r\r
+ continue;\r\r
+ }\r\r
+ ratio = epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) / efit[iDigit] ;\r\r
+ eDigit = energiesList[iDigit] * ratio ;\r\r
+\r\r
+ //add energy to temporary matrix\r\r
+ correctedEnergyList[iparam/3+iDigit] = eDigit;\r\r
+\r\r
+ } else AliError("NULL digit");\r\r
+ }//digit loop \r\r
+ iparam += 3 ;\r\r
+ }//while\r\r
+\r\r
+ //**************************** sub-part 3.2 *************************************\r\r
+ //here we correct energy for each cell and cluster\r\r
+ Float_t maximumEne=0;\r\r
+ Int_t maximumIndex=0;\r\r
+ Bool_t isAnyBelowThreshold=kFALSE;\r\r
+ // Float_t Threshold=0.01;\r\r
+ Float_t * energyFraction = new Float_t[nSplittedClusters];\r\r
+ Int_t iparam2 = 0 ;\r\r
+ for(iDigit = 0 ; iDigit < nDigits ; ++iDigit){\r\r
+ isAnyBelowThreshold=kFALSE;\r\r
+ maximumEne=0;\r\r
+ for(iparam = 0 ; iparam < nPar ; iparam+=3){\r\r
+\r\r
+ if(correctedEnergyList[iparam/3+iDigit] < fThreshold ) isAnyBelowThreshold = kTRUE;\r\r
+ if(correctedEnergyList[iparam/3+iDigit] > maximumEne) {\r\r
+ maximumEne = correctedEnergyList[iparam/3+iDigit];\r\r
+ maximumIndex = iparam;\r\r
+ }\r\r
+ }//end of loop over clusters after unfolding\r\r
+\r\r
+ if(!isAnyBelowThreshold) continue; //no cluster-cell below threshold \r\r
+ if(maximumEne < fThreshold) {//add all cluster cells and put energy into max index, other set to 0\r\r
+ maximumEne=0.;\r\r
+ for(iparam = 0 ; iparam < nPar ; iparam+=3){\r\r
+ maximumEne+=correctedEnergyList[iparam/3+iDigit];\r\r
+ correctedEnergyList[iparam/3+iDigit]=0;\r\r
+ }\r\r
+ correctedEnergyList[maximumIndex/3+iDigit]=maximumEne;\r\r
+ continue;\r\r
+ }//end if\r\r
+\r\r
+ //divide energy of cell below threshold in the correct proportion and add to other cells\r\r
+ maximumEne=0;//not used any more so use it for the energy sum\r\r
+ for(iparam = 0 ; iparam < nPar ; iparam+=3){//calculate energy sum\r\r
+ if(correctedEnergyList[iparam/3+iDigit] < fThreshold) energyFraction[iparam/3]=0;\r\r
+ else {\r\r
+ energyFraction[iparam/3]=1;\r\r
+ maximumEne+=correctedEnergyList[iparam/3+iDigit];\r\r
+ }\r\r
+ }//end of loop over clusters after unfolding\r\r
+ for(iparam = 0 ; iparam < nPar ; iparam+=3){//calculate fraction\r\r
+ energyFraction[iparam/3] = energyFraction[iparam/3] * correctedEnergyList[iparam/3+iDigit] / maximumEne;\r\r
+ }\r\r
+ for(iparam = 0 ; iparam < nPar ; iparam+=3){//add energy from cells below threshold to others\r\r
+ if(energyFraction[iparam/3]>0) continue;\r\r
+ else{\r\r
+ for(iparam2 = 0 ; iparam2 < nPar ; iparam2+=3){\r\r
+ correctedEnergyList[iparam2/3+iDigit] += (energyFraction[iparam2/3] * \r\r
+ correctedEnergyList[iparam/3+iDigit]) ;\r\r
+ }//inner loop\r\r
+ correctedEnergyList[iparam/3+iDigit] = 0;\r\r
+ }\r\r
+ }\r\r
+\r\r
+ }//end of loop over digits\r\r
+ delete[] energyFraction;\r\r
+\r\r
+ //**************************** sub-part 3.3 *************************************\r\r
+ //here we add digits to recpoints with corrected energy\r\r
+ iparam = 0 ;\r\r
+ while(iparam < nPar ){\r\r
+ AliEMCALRecPoint * recPoint = 0 ;\r\r
+ \r\r
+ if(fNumberOfECAClusters >= fRecPoints->GetSize())\r\r
+ fRecPoints->Expand(2*fNumberOfECAClusters) ;\r\r
+ \r\r
+ //add recpoint\r\r
+ (*fRecPoints)[fNumberOfECAClusters] = new AliEMCALRecPoint("") ;\r\r
+ recPoint = dynamic_cast<AliEMCALRecPoint *>( fRecPoints->At(fNumberOfECAClusters) ) ;\r\r
+ \r\r
+ if(recPoint){\r\r
+ \r\r
+ fNumberOfECAClusters++ ;\r\r
+ recPoint->SetNExMax(nSplittedClusters) ;\r\r
+ \r\r
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r\r
+ digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At( digitsList[iDigit] ) ) ;\r\r
+\r\r
+ if(digit && correctedEnergyList[iparam/3+iDigit]>0. ){\r\r
+ recPoint->AddDigit( *digit, correctedEnergyList[iparam/3+iDigit], kFALSE ) ; //FIXME, need to study the shared case\r\r
+ } else AliError("NULL digit");\r\r
+ }//digit loop \r\r
+ } else AliError("NULL RecPoint");\r\r
+ iparam += 3 ;\r\r
+ }//while\r\r
+ \r\r
+ delete[] fitparameters ;\r\r
+ delete[] efit ;\r\r
+ delete[] correctedEnergyList ;\r\r
+\r\r
+ return kTRUE;\r\r
+}\r\r
+\r\r
+\r\r
+//____________________________________________________________________________\r\r
+Bool_t AliEMCALUnfolding::UnfoldClusterV2old(AliEMCALRecPoint * iniTower, \r\r
+ Int_t nMax, \r\r
+ AliEMCALDigit ** maxAt, \r\r
+ Float_t * maxAtEnergy)\r\r
+{\r\r
+ // Extended to whole EMCAL \r\r
+ // Performs the unfolding of a cluster with nMax overlapping showers \r\r
+ \r\r
+ Int_t nPar = 3 * nMax ;\r\r
+ Float_t * fitparameters = new Float_t[nPar] ;\r\r
+ \r\r
+ if (fGeom==0)\r\r
+ AliFatal("Did not get geometry from EMCALLoader") ;\r\r
+ \r\r
+ Bool_t rv = FindFitV2(iniTower, maxAt, maxAtEnergy, nPar, fitparameters) ;\r\r
+ if( !rv ) {\r\r
+ // Fit failed, return (and remove cluster? - why? I leave the cluster)\r\r
+ iniTower->SetNExMax(-1) ;\r\r
+ delete[] fitparameters ;\r\r
+ return kFALSE;\r\r
+ }\r\r
+ \r\r
+ // create unfolded rec points and fill them with new energy lists\r\r
+ // First calculate energy deposited in each sell in accordance with\r\r
+ // fit (without fluctuations): efit[]\r\r
+ // and later correct this number in acordance with actual energy\r\r
+ // deposition\r\r
+ \r\r
+ Int_t nDigits = iniTower->GetMultiplicity() ;\r\r
+ Float_t * efit = new Float_t[nDigits] ;//new fitted energy in cells\r\r
+ Float_t xpar=0.,zpar=0.,epar=0. ;//center of gravity in cell units\r\r
+ \r\r
+ AliEMCALDigit * digit = 0 ;\r\r
+ Int_t * digitsList = iniTower->GetDigitsList() ;\r\r
+ \r\r
+ Int_t iSupMod = 0 ;\r\r
+ Int_t iTower = 0 ;\r\r
+ Int_t iIphi = 0 ;\r\r
+ Int_t iIeta = 0 ;\r\r
+ Int_t iphi = 0 ;//x direction\r\r
+ Int_t ieta = 0 ;//z direstion\r\r
+ \r\r
+ Int_t iparam = 0 ;\r\r
+ Int_t iDigit = 0 ;\r\r
+ \r\r
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r\r
+ digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At(digitsList[iDigit] ) ) ;\r\r
+ if(digit){\r\r
+ fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r\r
+ fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r\r
+ iIphi, iIeta,iphi,ieta);\r\r
+ EvalParsPhiDependence(digit->GetId(),fGeom);\r\r
+ \r\r
+ efit[iDigit] = 0.;\r\r
+ iparam = 0;\r\r
+ while(iparam < nPar ){\r\r
+ xpar = fitparameters[iparam] ;\r\r
+ zpar = fitparameters[iparam+1] ;\r\r
+ epar = fitparameters[iparam+2] ;\r\r
+ iparam += 3 ;\r\r
+ \r\r
+ efit[iDigit] += epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r\r
+ }\r\r
+ } else AliError("Digit NULL!");\r\r
+ \r\r
+ }//digit loop\r\r
+ \r\r
+ // Now create new RecPoints and fill energy lists with efit corrected to fluctuations\r\r
+ // so that energy deposited in each cell is distributed between new clusters proportionally\r\r
+ // to its contribution to efit\r\r
+ \r\r
+ Float_t * energiesList = iniTower->GetEnergiesList() ;\r\r
+ Float_t ratio = 0 ;\r\r
+ \r\r
+ iparam = 0 ;\r\r
+ while(iparam < nPar ){\r\r
+ xpar = fitparameters[iparam] ;\r\r
+ zpar = fitparameters[iparam+1] ;\r\r
+ epar = fitparameters[iparam+2] ;\r\r
+ iparam += 3 ;\r\r
+ \r\r
+ AliEMCALRecPoint * recPoint = 0 ;\r\r
+ \r\r
+ if(fNumberOfECAClusters >= fRecPoints->GetSize())\r\r
+ fRecPoints->Expand(2*fNumberOfECAClusters) ;\r\r
+ \r\r
+ //add recpoint\r\r
+ (*fRecPoints)[fNumberOfECAClusters] = new AliEMCALRecPoint("") ;\r\r
+ recPoint = dynamic_cast<AliEMCALRecPoint *>( fRecPoints->At(fNumberOfECAClusters) ) ;\r\r
+ \r\r
+ if(recPoint){\r\r
+ \r\r
+ fNumberOfECAClusters++ ;\r\r
+ recPoint->SetNExMax((Int_t)nPar/3) ;\r\r
+ \r\r
+ Float_t eDigit = 0. ;\r\r
+ for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){\r\r
+ digit = dynamic_cast<AliEMCALDigit*>( fDigitsArr->At( digitsList[iDigit] ) ) ;\r\r
+ if(digit){\r\r
+ fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r\r
+ fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r\r
+ iIphi, iIeta,iphi,ieta);\r\r
+ EvalParsPhiDependence(digit->GetId(),fGeom);\r\r
+ if(efit[iDigit]==0) continue;//just for sure\r\r
+ ratio = epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) / efit[iDigit] ;\r\r
+ eDigit = energiesList[iDigit] * ratio ;\r\r
+ recPoint->AddDigit( *digit, eDigit, kFALSE ) ; //FIXME, need to study the shared case\r\r
+ } else AliError("NULL digit");\r\r
+ }//digit loop \r\r
+ } else AliError("NULL RecPoint");\r\r
+ }//while\r\r
+ \r\r
+ delete[] fitparameters ;\r\r
+ delete[] efit ;\r\r
+ \r\r
+ return kTRUE;\r\r
+}\r\r
+\r\r
+\r\r
+//____________________________________________________________________________\r\r
+Bool_t AliEMCALUnfolding::FindFitV2(AliEMCALRecPoint * recPoint, AliEMCALDigit ** maxAt, \r\r
+ const Float_t* maxAtEnergy,\r\r
+ Int_t nPar, Float_t * fitparameters) const\r\r
+{\r\r
+ // Calls TMinuit to fit the energy distribution of a cluster with several maxima\r\r
+ // The initial values for fitting procedure are set equal to the\r\r
+ // positions of local maxima. \r\r
+ // Cluster will be fitted as a superposition of nPar/3\r\r
+ // electromagnetic showers\r\r
+\r\r
+ if (fGeom==0) AliFatal("Did not get geometry from EMCALLoader");\r\r
+ \r\r
+ if(!gMinuit)\r\r
+ gMinuit = new TMinuit(100) ;//max 100 parameters\r\r
+\r\r
+ gMinuit->mncler(); // Reset Minuit's list of paramters\r\r
+ gMinuit->SetPrintLevel(-1) ; // No Printout\r\r
+ gMinuit->SetFCN(AliEMCALUnfolding::UnfoldingChiSquareV2) ;\r\r
+ // To set the address of the minimization function\r\r
+ TList * toMinuit = new TList();\r\r
+ toMinuit->AddAt(recPoint,0) ;\r\r
+ toMinuit->AddAt(fDigitsArr,1) ;\r\r
+ toMinuit->AddAt(fGeom,2) ;\r\r
+\r\r
+ gMinuit->SetObjectFit(toMinuit) ; // To tranfer pointer to UnfoldingChiSquare\r\r
+\r\r
+ // filling initial values for fit parameters\r\r
+ AliEMCALDigit * digit ;\r\r
+\r\r
+ Int_t ierflg = 0;\r\r
+ Int_t index = 0 ;\r\r
+ Int_t nDigits = (Int_t) nPar / 3 ;\r\r
+\r\r
+ Int_t iDigit ;\r\r
+\r\r
+ Int_t iSupMod = 0 ;\r\r
+ Int_t iTower = 0 ;\r\r
+ Int_t iIphi = 0 ;\r\r
+ Int_t iIeta = 0 ;\r\r
+ Int_t iphi = 0 ;//x direction\r\r
+ Int_t ieta = 0 ;//z direstion\r\r
+\r\r
+ for(iDigit = 0; iDigit < nDigits; iDigit++){\r\r
+ digit = maxAt[iDigit];\r\r
+ fGeom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r\r
+ fGeom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r\r
+ iIphi, iIeta,iphi,ieta);\r\r
+\r\r
+ Float_t energy = maxAtEnergy[iDigit] ;\r\r
+\r\r
+ //gMinuit->mnparm(index, "x", iphi, 0.1, 0, 0, ierflg) ;//original\r\r
+ gMinuit->mnparm(index, "x", iphi, 0.05, 0, 0, ierflg) ;\r\r
+ index++ ;\r\r
+ if(ierflg != 0){\r\r
+ Error("FindFit", "EMCAL Unfolding Unable to set initial value for fit procedure : x = %d", iphi ) ;\r\r
+ toMinuit->Clear();\r\r
+ delete toMinuit ;\r\r
+ return kFALSE;\r\r
+ }\r\r
+ //gMinuit->mnparm(index, "z", ieta, 0.1, 0, 0, ierflg) ;//original\r\r
+ gMinuit->mnparm(index, "z", ieta, 0.05, 0, 0, ierflg) ;\r\r
+ index++ ;\r\r
+ if(ierflg != 0){\r\r
+ Error("FindFit", "EMCAL Unfolding Unable to set initial value for fit procedure : z = %d", ieta) ;\r\r
+ toMinuit->Clear();\r\r
+ delete toMinuit ;\r\r
+ return kFALSE;\r\r
+ }\r\r
+ //gMinuit->mnparm(index, "Energy", energy , 0.05*energy, 0., 4.*energy, ierflg) ;//original\r\r
+ gMinuit->mnparm(index, "Energy", energy , 0.001*energy, 0., 5.*energy, ierflg) ;//was 0.05\r\r
+ index++ ;\r\r
+ if(ierflg != 0){\r\r
+ Error("FindFit", "EMCAL Unfolding Unable to set initial value for fit procedure : energy = %f", energy) ;\r\r
+ toMinuit->Clear();\r\r
+ delete toMinuit ;\r\r
+ return kFALSE;\r\r
+ }\r\r
+ }\r\r
+\r\r
+ Double_t p0 = 0.1 ; // "Tolerance" Evaluation stops when EDM = 0.0001*p0 ; \r\r
+ // The number of function call slightly depends on it.\r\r
+ // Double_t p1 = 1.0 ;// par to gradient \r\r
+ Double_t p2 = 0.0 ;\r\r
+ // Double_t p3 = 3.0 ;\r\r
+ gMinuit->mnexcm("SET STR", &p2, 0, ierflg) ; // force TMinuit to reduce function calls\r\r
+ // gMinuit->mnexcm("SET GRA", &p1, 1, ierflg) ; // force TMinuit to use my gradient\r\r
+ gMinuit->SetMaxIterations(5);//was 5\r\r
+ gMinuit->mnexcm("SET NOW", &p2 , 0, ierflg) ; // No Warnings\r\r
+ //gMinuit->mnexcm("SET PRI", &p3 , 3, ierflg) ; // printouts\r\r
+\r\r
+ gMinuit->mnexcm("MIGRAD", &p0, 0, ierflg) ; // minimize\r\r
+ //gMinuit->mnexcm("MINI", &p0, 0, ierflg) ; // minimize\r\r
+ if(ierflg == 4){ // Minimum not found\r\r
+ Error("FindFit", "EMCAL Unfolding Fit not converged, cluster abandoned " ) ;\r\r
+ toMinuit->Clear();\r\r
+ delete toMinuit ;\r\r
+ return kFALSE ;\r\r
+ }\r\r
+ for(index = 0; index < nPar; index++){\r\r
+ Double_t err = 0. ;\r\r
+ Double_t val = 0. ;\r\r
+ gMinuit->GetParameter(index, val, err) ; // Returns value and error of parameter index\r\r
+ fitparameters[index] = val ;\r\r
+ }\r\r
+\r\r
+ toMinuit->Clear();\r\r
+ delete toMinuit ;\r\r
+ return kTRUE;\r\r
+\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+Double_t AliEMCALUnfolding::ShowerShapeV2(Double_t x, Double_t y)\r\r
+{ \r\r
+ // extended to whole EMCAL \r\r
+ // Shape of the shower\r\r
+ // If you change this function, change also the gradient evaluation in ChiSquare()\r\r
+\r\r
+ Double_t r = fSSPars[7]*TMath::Sqrt(x*x+y*y);\r\r
+ Double_t rp1 = TMath::Power(r, fSSPars[1]) ;\r\r
+ Double_t rp5 = TMath::Power(r, fSSPars[5]) ;\r\r
+ Double_t shape = fSSPars[0]*TMath::Exp( -rp1 * (1. / (fSSPars[2] + fSSPars[3] * rp1) + fSSPars[4] / (1 + fSSPars[6] * rp5) ) ) ;\r\r
+ return shape ;\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::UnfoldingChiSquareV2(Int_t & nPar, Double_t * Grad,\r\r
+ Double_t & fret,\r\r
+ Double_t * x, Int_t iflag)\r\r
+{\r\r
+ // Calculates the Chi square for the cluster unfolding minimization\r\r
+ // Number of parameters, Gradient, Chi squared, parameters, what to do\r\r
+ \r\r
+ TList * toMinuit = dynamic_cast<TList*>( gMinuit->GetObjectFit() ) ;\r\r
+ if(toMinuit){\r\r
+ AliEMCALRecPoint * recPoint = dynamic_cast<AliEMCALRecPoint*>( toMinuit->At(0) ) ;\r\r
+ TClonesArray * digits = dynamic_cast<TClonesArray*>( toMinuit->At(1) ) ;\r\r
+ // A bit buggy way to get an access to the geometry\r\r
+ // To be revised!\r\r
+ AliEMCALGeometry *geom = dynamic_cast<AliEMCALGeometry *>(toMinuit->At(2));\r\r
+ \r\r
+ if(recPoint && digits && geom){\r\r
+ \r\r
+ Int_t * digitsList = recPoint->GetDigitsList() ;\r\r
+ \r\r
+ Int_t nOdigits = recPoint->GetDigitsMultiplicity() ;\r\r
+ \r\r
+ Float_t * energiesList = recPoint->GetEnergiesList() ;\r\r
+ \r\r
+ fret = 0. ;\r\r
+ Int_t iparam = 0 ;\r\r
+ \r\r
+ if(iflag == 2)\r\r
+ for(iparam = 0 ; iparam < nPar ; iparam++)\r\r
+ Grad[iparam] = 0 ; // Will evaluate gradient\r\r
+ \r\r
+ Double_t efit = 0. ;\r\r
+ \r\r
+ AliEMCALDigit * digit ;\r\r
+ Int_t iDigit ;\r\r
+ \r\r
+ Int_t iSupMod = 0 ;\r\r
+ Int_t iTower = 0 ;\r\r
+ Int_t iIphi = 0 ;\r\r
+ Int_t iIeta = 0 ;\r\r
+ Int_t iphi = 0 ;//x direction\r\r
+ Int_t ieta = 0 ;//z direstion\r\r
+ \r\r
+ \r\r
+ for( iDigit = 0 ; iDigit < nOdigits ; iDigit++) {\r\r
+ if(energiesList[iDigit]==0) continue;\r\r
+ \r\r
+ digit = dynamic_cast<AliEMCALDigit*>( digits->At( digitsList[iDigit] ) );\r\r
+ \r\r
+ if(digit){\r\r
+ geom->GetCellIndex(digit->GetId(),iSupMod,iTower,iIphi,iIeta); \r\r
+ geom->GetCellPhiEtaIndexInSModule(iSupMod,iTower,\r\r
+ iIphi, iIeta,iphi,ieta);\r\r
+ EvalParsPhiDependence(digit->GetId(),geom);\r\r
+ \r\r
+ if(iflag == 2){ // calculate gradient\r\r
+ Int_t iParam = 0 ;\r\r
+ efit = 0. ;\r\r
+ while(iParam < nPar ){\r\r
+ Double_t dx = ((Float_t)iphi - x[iParam]) ;\r\r
+ iParam++ ;\r\r
+ Double_t dz = ((Float_t)ieta - x[iParam]) ;\r\r
+ iParam++ ;\r\r
+ efit += x[iParam] * ShowerShapeV2(dx,dz) ;\r\r
+ iParam++ ;\r\r
+ }\r\r
+ \r\r
+ Double_t sum = 2. * (efit - energiesList[iDigit]) / energiesList[iDigit] ; // Here we assume, that sigma = sqrt(E)\r\r
+ iParam = 0 ;\r\r
+ while(iParam < nPar ){\r\r
+ Double_t xpar = x[iParam] ;\r\r
+ Double_t zpar = x[iParam+1] ;\r\r
+ Double_t epar = x[iParam+2] ;\r\r
+ \r\r
+ Double_t dr = fSSPars[7]*TMath::Sqrt( ((Float_t)iphi - xpar) * ((Float_t)iphi - xpar) + ((Float_t)ieta - zpar) * ((Float_t)ieta - zpar) );\r\r
+ Double_t shape = sum * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r\r
+ Double_t rp1 = TMath::Power(dr, fSSPars[1]) ;\r\r
+ Double_t rp5 = TMath::Power(dr, fSSPars[5]) ;\r\r
+ \r\r
+ Double_t deriv = -2 * TMath::Power(dr,fSSPars[1]-2.) * fSSPars[7] * fSSPars[7] * \r\r
+ (fSSPars[1] * ( 1/(fSSPars[2]+fSSPars[3]*rp1) + fSSPars[4]/(1+fSSPars[6]*rp5) ) - \r\r
+ (fSSPars[1]*fSSPars[3]*rp1/( (fSSPars[2]+fSSPars[3]*rp1)*(fSSPars[2]+fSSPars[3]*rp1) ) + \r\r
+ fSSPars[4]*fSSPars[5]*fSSPars[6]*rp5/( (1+fSSPars[6]*rp5)*(1+fSSPars[6]*rp5) ) ) );\r\r
+ \r\r
+ //Double_t deriv =-1.33 * TMath::Power(dr,0.33)*dr * ( 1.57 / ( (1.57 + 0.0860 * r133) * (1.57 + 0.0860 * r133) )\r\r
+ // - 0.55 / (1 + 0.000563 * r669) / ( (1 + 0.000563 * r669) * (1 + 0.000563 * r669) ) ) ;\r\r
+ \r\r
+ Grad[iParam] += epar * shape * deriv * ((Float_t)iphi - xpar) ; // Derivative over x\r\r
+ iParam++ ;\r\r
+ Grad[iParam] += epar * shape * deriv * ((Float_t)ieta - zpar) ; // Derivative over z\r\r
+ iParam++ ;\r\r
+ Grad[iParam] += shape ; // Derivative over energy\r\r
+ iParam++ ;\r\r
+ }\r\r
+ }\r\r
+ efit = 0;\r\r
+ iparam = 0 ;\r\r
+ \r\r
+ while(iparam < nPar ){\r\r
+ Double_t xpar = x[iparam] ;\r\r
+ Double_t zpar = x[iparam+1] ;\r\r
+ Double_t epar = x[iparam+2] ;\r\r
+ iparam += 3 ;\r\r
+ efit += epar * ShowerShapeV2((Float_t)iphi - xpar,(Float_t)ieta - zpar) ;\r\r
+ }\r\r
+ \r\r
+ fret += (efit-energiesList[iDigit])*(efit-energiesList[iDigit])/energiesList[iDigit] ;\r\r
+ // Here we assume, that sigma = sqrt(E) \r\r
+ } else printf("AliEMCALUnfoding::UnfoldingChiSquareV2 - NULL digit!\n");\r\r
+ } // digit loop\r\r
+ } // recpoint, digits and geom not NULL\r\r
+ }// List is not NULL\r\r
+ \r\r
+}\r\r
+\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::SetShowerShapeParams(Double_t *pars){\r\r
+ for(UInt_t i=0;i<7;++i)\r\r
+ fSSPars[i]=pars[i];\r\r
+ if(pars[2]==0. && pars[3]==0.) fSSPars[2]=1.;//to avoid dividing by 0\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::SetPar5(Double_t *pars){\r\r
+ for(UInt_t i=0;i<3;++i)\r\r
+ fPar5[i]=pars[i];\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::SetPar6(Double_t *pars){\r\r
+ for(UInt_t i=0;i<3;++i)\r\r
+ fPar6[i]=pars[i];\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::EvalPar5(Double_t phi){\r\r
+ //\r\r
+ //Evaluate the 5th parameter of the shower shape function\r\r
+ //phi in degrees range (-10,10)\r\r
+ //\r\r
+ //fSSPars[5] = 12.31 - phi*0.007381 - phi*phi*0.06936;\r\r
+ fSSPars[5] = fPar5[0] + phi * fPar5[1] + phi*phi * fPar5[2];\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::EvalPar6(Double_t phi){\r\r
+ //\r\r
+ //Evaluate the 6th parameter of the shower shape function\r\r
+ //phi in degrees range (-10,10)\r\r
+ //\r\r
+ //fSSPars[6] = 0.05452 + phi*0.0001228 + phi*phi*0.001361;\r\r
+ fSSPars[6] = fPar6[0] + phi * fPar6[1] + phi*phi * fPar6[2];\r\r
+}\r\r
+\r\r
+//____________________________________________________________________________\r\r
+void AliEMCALUnfolding::EvalParsPhiDependence(Int_t absId, AliEMCALGeometry *geom){\r\r
+ //\r\r
+ // calculate params p5 and p6 depending on the phi angle in global coordinate\r\r
+ // for the cell with given absId index\r\r
+ //\r\r
+ Double_t etaGlob = 0.;//eta in global c.s. - unused\r\r
+ Double_t phiGlob = 0.;//phi in global c.s. in radians\r\r
+ geom->EtaPhiFromIndex(absId, etaGlob, phiGlob);\r\r
+ phiGlob*=180./TMath::Pi();\r\r
+ phiGlob-=90.;\r\r
+ phiGlob-= (Double_t)((Int_t)geom->GetSuperModuleNumber(absId)/2 * 20);\r\r
+\r\r
+ EvalPar5(phiGlob);\r\r
+ EvalPar6(phiGlob);\r\r
+}\r\r
+\r\r
git://git.uio.no / u / mrichter / AliRoot.git / commitdiff