LCOV - code coverage report
Current view: top level - TPC/TPCcalib - AliTPCCorrectionFit.cxx (source / functions) Hit Total Coverage
Test: coverage.info Lines: 1 747 0.1 %
Date: 2016-06-14 17:26:59 Functions: 1 15 6.7 %

          Line data    Source code
       1             : /**************************************************************************
       2             :  * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
       3             :  *                                                                        *
       4             :  * Author: The ALICE Off-line Project.                                    *
       5             :  * Contributors are mentioned in the code where appropriate.              *
       6             :  *                                                                        *
       7             :  * Permission to use, copy, modify and distribute this software and its   *
       8             :  * documentation strictly for non-commercial purposes is hereby granted   *
       9             :  * without fee, provided that the above copyright notice appears in all   *
      10             :  * copies and that both the copyright notice and this permission notice   *
      11             :  * appear in the supporting documentation. The authors make no claims     *
      12             :  * about the suitability of this software for any purpose. It is          *
      13             :  * provided "as is" without express or implied warranty.                  *
      14             :  **************************************************************************/
      15             : 
      16             : 
      17             : 
      18             : /*
      19             :   Responsible: marian.ivanov@cern.ch 
      20             :   Tools for fitting of the space point distortion parameters.
      21             :   Functionality  
      22             :   
      23             :  
      24             : 1. Creation of the distortion maps from the residual histograms
      25             : 
      26             : 2. Making fit trees
      27             : 
      28             : 3. Space point distortion not directly observable. Instead a derived variables
      29             :    like DCA at vertex, local y distortion in the TPC-*TOF,TRD,ITS) matching
      30             :    in all 5 tracking parameters are obsereved.
      31             :    In the AliTPCcorrection fir code we calculate the derivative of given variables
      32             :    dO_{i}/dp_{i}
      33             : 
      34             : 4. Global fit - later
      35             :    d0 = sum{ki*dO_{i}/dp_{i}}  - linear fitting of the amplitudes ki
      36             : 
      37             :  Some functions, for the moment function present in the AliTPCPreprocesorOffline, some will be 
      38             :  extracted from the old macros 
      39             : 
      40             : 
      41             : */
      42             : 
      43             : #include "Riostream.h"
      44             : #include <fstream>
      45             : #include "TMap.h"
      46             : #include "TGraphErrors.h"
      47             : #include "AliExternalTrackParam.h"
      48             : #include "TFile.h"
      49             : #include "TGraph.h"
      50             : #include "TMultiGraph.h"
      51             : #include "TCanvas.h"
      52             : #include "THnSparse.h"
      53             : #include "THnBase.h"
      54             : #include "TProfile.h"
      55             : #include "TROOT.h"
      56             : #include "TLegend.h"
      57             : #include "TPad.h"
      58             : #include "TH2D.h"
      59             : #include "TH3D.h"
      60             : #include "AliTPCROC.h"
      61             : #include "AliTPCCalROC.h"
      62             : #include "AliESDfriend.h"
      63             : #include "AliTPCcalibTime.h"
      64             : #include "AliSplineFit.h"
      65             : #include "AliCDBMetaData.h"
      66             : #include "AliCDBId.h"
      67             : #include "AliCDBManager.h"
      68             : #include "AliCDBStorage.h"
      69             : #include "AliTPCcalibBase.h"
      70             : #include "AliTPCcalibDB.h"
      71             : #include "AliTPCcalibDButil.h"
      72             : #include "AliRelAlignerKalman.h"
      73             : #include "AliTPCParamSR.h"
      74             : #include "AliTPCcalibTimeGain.h"
      75             : #include "AliTPCcalibGainMult.h"
      76             : #include "AliSplineFit.h"
      77             : #include "AliTPCComposedCorrection.h"
      78             : #include "AliTPCExBTwist.h"
      79             : #include "AliTPCCalibGlobalMisalignment.h"
      80             : #include "TStatToolkit.h"
      81             : #include "TChain.h"
      82             : #include "TCut.h"
      83             : #include "AliTrackerBase.h"
      84             : #include "AliTPCCorrectionFit.h"
      85             : #include "AliTPCLaserTrack.h"
      86             : #include "TDatabasePDG.h"
      87             : #include "AliTPCcalibAlign.h"
      88             : #include "AliLog.h"
      89             : #include "AliRieman.h"
      90             : 
      91           6 : ClassImp(AliTPCCorrectionFit)
      92             : 
      93             : Double_t  AliTPCCorrectionFit::fgMaxChi2HelixAt=1;
      94             : 
      95             : AliTPCCorrectionFit::AliTPCCorrectionFit():
      96           0 :   TNamed("TPCCorrectionFit","TPCCorrectionFit")
      97           0 : {
      98             :   //
      99             :   // default constructor
     100             :   //
     101           0 : }
     102             : 
     103           0 : AliTPCCorrectionFit::~AliTPCCorrectionFit() {
     104             :   //
     105             :   // Destructor
     106             :   //
     107           0 : }
     108             : 
     109             : /*
     110             : Double_t AliTPCCorrectionFit::EvalAt(Double_t phi, Double_t refX, Double_t evalX, Double_t theta, Int_t corr, Int_t ptype, Float_t wt, Float_t t1, Float_t t2){
     111             :   //
     112             :   // Evaluation distortion at point using the linear approximation
     113             :   //
     114             :   //  refX  -  reference X where phi and snp is calculated
     115             :   //  evalX  - ref X where the distortion is evaluated
     116             : 
     117             :   if (wt<50){
     118             :     AliTPCCorrection* pcorr = AliTPCCorrection::GetVisualCorrection(corr);      
     119             :     pcorr->SetOmegaTauT1T2(wt,t1,t2);
     120             :   }
     121             :   Double_t sector = 9*phi/TMath::Pi();
     122             :   if (sector<0) sector+=18;
     123             :   Double_t y85=AliTPCCorrection::GetCorrSector(sector,85,theta,1,corr);
     124             :   Double_t y245=AliTPCCorrection::GetCorrSector(sector,245,theta,1,corr);
     125             :   if (ptype==0) return y85+(y245-y85)*(evalX-85.)/(245.-85.);
     126             :   if (ptype==2) return (y245-y85)/(245.-85.);
     127             :   return 0;
     128             : }
     129             : */
     130             : 
     131             : 
     132             : 
     133             : Double_t AliTPCCorrectionFit::EvalAtPar(Double_t phi0, Double_t snp, Double_t refX, Double_t evalX, Double_t theta, Int_t corr, Int_t ptype, Int_t nsteps,Float_t wt, Float_t t1, Float_t t2, Bool_t *pstatus){
     134             :   //
     135             :   // Fit the distortion along the line with the parabolic model
     136             :   // We assume that the track are primaries  - where the vertex is at (0,0,0)
     137             :   //
     138             :   // Parameters:
     139             :   //  phi0  -  phi at the entrance of the TPC
     140             :   //  snp   -  local inclination angle at the entrance of the TPC
     141             :   //  refX  -  reference X where phi and snp is calculated
     142             :   //  evalX  - ref X where the distortion is evaluated
     143             :   //  theta -  inclination angle
     144             :   //  corr  -  internal number of the correction and distortion 
     145             :   //  ptype -  0 - local y distortion
     146             :   //           //1 - local z distortion
     147             :   //           2 - local derivative distortion
     148             :   //           //3
     149             :   //           4 - distortion in the curvature
     150             :   //  nsteps - number of fit points
     151             :   //
     152             :   // return value -  distortion at point evalX with type ptype
     153             :   //
     154           0 :   static TLinearFitter fitter(3,"pol2"); 
     155           0 :   fitter.ClearPoints();
     156           0 :   if (nsteps<3) nsteps=3;
     157           0 :   AliTPCCorrection* pcorr = AliTPCCorrection::GetVisualCorrection(corr);        
     158           0 :   if (pcorr==0) return 0;
     159           0 :   if (wt<50){
     160           0 :     if (pcorr) pcorr->SetOmegaTauT1T2(wt,t1,t2);
     161             :   }
     162           0 :   Double_t deltaX=(245-85)/(nsteps);
     163           0 :   Double_t curv=2.*snp/refX;
     164           0 :   Double_t dPhi0=TMath::ASin(snp);
     165             : 
     166           0 :   for (Int_t istep=0; istep<(nsteps+1); istep++){
     167             :     //
     168           0 :     Double_t localX =85.+deltaX*istep;
     169           0 :     Double_t dPhi =TMath::ASin(0.5*localX*curv)-dPhi0;
     170           0 :     Double_t localPhi=phi0+dPhi;
     171           0 :     Double_t sector = 9*localPhi/TMath::Pi();
     172           0 :     if (sector<0) sector+=18;
     173           0 :     if (sector>18) sector-=18;
     174           0 :     Double_t dy=AliTPCCorrection::GetCorrSector(sector,localX,theta,1,corr);
     175           0 :     Double_t dlocalX=AliTPCCorrection::GetCorrSector(sector,localX,theta,0,corr);
     176           0 :     Double_t x[1]={localX-dlocalX};
     177           0 :     fitter.AddPoint(x,dy);
     178           0 :   }
     179           0 :   fitter.Eval();
     180             :   Double_t par[3];
     181           0 :   par[0]=fitter.GetParameter(0);
     182           0 :   par[1]=fitter.GetParameter(1);
     183           0 :   par[2]=fitter.GetParameter(2);
     184             :   
     185           0 :   Double_t schi2= TMath::Sqrt(fitter.GetChisquare()/nsteps);
     186           0 :   if (schi2> fgMaxChi2HelixAt){
     187           0 :     ::Error("AliTPCCorrectionFit::EvalAtHelix",TString::Format("%s\tbad chi2:\t%2.2f",pcorr->GetName(),schi2).Data());
     188           0 :     if (pstatus) (*pstatus)=kFALSE;    
     189           0 :     return 0;
     190             :   }
     191           0 :   if (pstatus) (*pstatus)=kTRUE;
     192           0 :   if (ptype==0) return par[0]+par[1]*evalX+par[2]*evalX*evalX;
     193           0 :   if (ptype==2) return par[1]+2*par[2]*evalX;
     194           0 :   if (ptype==4) return par[2];
     195           0 :   if (ptype==5) return schi2;
     196           0 :   return 0;
     197           0 : }
     198             : 
     199             : 
     200             : Double_t AliTPCCorrectionFit::EvalAtHelix(Double_t phi0, Double_t snp, Double_t refX, Double_t evalX, Double_t theta, Int_t corr, Int_t ptype, Int_t nsteps, Float_t wt, Float_t t1, Float_t t2, Bool_t *pstatus){
     201             :   //
     202             :   // Fit the distortion along the line with the helix model
     203             :   // FIXME - original trajectory to be changed - AliHelix to be used
     204             :   // We assume that the track are primaries  - where the vertex is at (0,0,0)
     205             :   //
     206             :   // This procedure should emulate distortions as calibrated in the AliTPCcalibTime class
     207             :   //     a.) AliTPCcalibTime::FillResHistoTPCTOF                     -  residuals, phi0 and snp  evaluated at reference refX  TOF clusters (refX=evalX)
     208             :   //     b.) AliTPCcalibTime::FillResHistoTPCTRD                     -  residuals, phi0 and snp  evaluated at reference refX  TPCout radius (refX=evalX)
     209             :   //     c.) AliTPCcalibTime::FillResHistoTPCITS                     -  residuals, phi0 and snp  evaluated at reference refX  TPCin radius (refX=evalX)
     210             :   //     d.) AliTPCcalibTime::FillResHistoTPC  (vertex)              -  phi0 and snp  evaluated at reference refX  TPCin radius, residuals at vertex (refX!=evalX)
     211             :   //         *         
     212             :   // Parameters:
     213             :   //  phi0  -  phi at the entrance of the TPC
     214             :   //  snp   -  local inclination angle at the entrance of the TPC
     215             :   //  refX  -  reference X where phi and snp is calculated
     216             :   //  evalX  - ref X where the distortion is evaluated
     217             :   //  theta -  inclination angle
     218             :   //  corr  -  internal number of the correction and distortion 
     219             :   //  ptype -  0 - local y distortion
     220             :   //           //1 - local z distortion
     221             :   //           2 - local derivative distortion
     222             :   //           //3
     223             :   //           4 - distortion in the curvature
     224             :   //  nsteps - number of fit points
     225             :   //
     226             :   // return value -  distortion at point refX with type ptype
     227             :   //
     228           0 :   static TLinearFitter fitter(3,"pol2"); 
     229           0 :   fitter.ClearPoints();
     230             :   //
     231           0 :   if (nsteps<4) nsteps=4;
     232           0 :   Double_t deltaX=(245-85)/(nsteps);
     233           0 :   AliRieman rieman(nsteps);
     234           0 :   if (wt<50){
     235           0 :     AliTPCCorrection* pcorr = AliTPCCorrection::GetVisualCorrection(corr);          
     236           0 :     if (pcorr) pcorr->SetOmegaTauT1T2(wt,t1,t2);
     237           0 :   }
     238           0 :   Double_t curv=2.*snp/refX;
     239           0 :   Double_t dPhi0=TMath::ASin(snp);
     240           0 :   for (Int_t istep=0; istep<(nsteps+1); istep++){
     241             :     //
     242           0 :     Double_t localX =85.+deltaX*istep;
     243           0 :     Double_t dPhi =TMath::ASin(0.5*localX*curv)-dPhi0;
     244           0 :     Double_t localPhi=phi0+dPhi;
     245           0 :     Double_t sector = 9*localPhi/TMath::Pi();
     246           0 :     if (sector<0) sector+=18;
     247           0 :     if (sector>18) sector-=18;
     248           0 :     Double_t dy=AliTPCCorrection::GetCorrSector(sector,localX,theta,1,corr);
     249           0 :     Double_t dlocalX=AliTPCCorrection::GetCorrSector(sector,localX,theta,0,corr);
     250           0 :     Double_t x[1]={localX-dlocalX};
     251           0 :     Double_t z=theta*x[0];
     252           0 :     rieman.AddPoint(x[0],dy,z,0.1,0.1);
     253           0 :     fitter.AddPoint(x,dy);
     254           0 :   }
     255           0 :   fitter.Eval();
     256           0 :   rieman.Update();
     257             :   //
     258           0 :   Double_t schi2= TMath::Sqrt(fitter.GetChisquare()/nsteps);
     259           0 :   if (schi2>fgMaxChi2HelixAt){
     260           0 :     ::Error("AliTPCCorrectionFit::EvalAtHelix",TString::Format("Bad chi2\t%2.2f",schi2).Data());
     261           0 :     if (pstatus) (*pstatus)=kFALSE;    
     262           0 :     return 0;
     263             :   }
     264           0 :   if (pstatus) (*pstatus)=kTRUE;    
     265           0 :   if (ptype==0) return rieman.GetYat(evalX);
     266           0 :   if (ptype==2) return rieman.GetDYat(evalX);
     267           0 :   if (ptype==4) return rieman.GetC();
     268           0 :   return 0;
     269           0 : }
     270             : 
     271             : 
     272             : 
     273             : 
     274             : void AliTPCCorrectionFit::CreateAlignMaps(Double_t bz, Int_t run){
     275             :   //
     276             :   // Create cluster distortion map
     277             :   //
     278           0 :   TFile *falign = TFile::Open("CalibObjects.root");
     279           0 :   TObjArray * arrayAlign = (TObjArray *)falign->Get("TPCAlign");
     280           0 :   if (!arrayAlign) {
     281           0 :     AliWarningGeneral("AliTPCCorrectionFit::CreateAlignMaps","Alignment was not included in the calibration task");
     282           0 :     return;
     283             :   }
     284           0 :   AliTPCcalibAlign * align =  (AliTPCcalibAlign *)arrayAlign->FindObject("alignTPC");
     285           0 :   if (!align) {
     286           0 :       AliWarningGeneral("AliTPCCorrectionFit::CreateAlignMaps","Alignment was not included in the calibration task");
     287           0 :     return;
     288             :   }
     289           0 :   TTreeSRedirector * pcstream = new TTreeSRedirector("TPCAlign.root");
     290             : 
     291           0 :   THnBase * hdY = (THnBase*)align->GetClusterDelta(0);
     292             :   //THnBase * hdZ = (THnBase*)align->GetClusterDelta(1);
     293           0 :   AliTPCCorrectionFit::MakeClusterDistortionMap(hdY,pcstream,0, bz);
     294             :   //  AliTPCCorrectionFit::MakeClusterDistortionMap(hdZ,pcstream,1, bz);
     295             : 
     296           0 :   const char * hname[5]={"dy","dz","dsnp","dtheta","d1pt"};
     297           0 :   for (Int_t ihis=0; ihis<4; ihis++){
     298           0 :     THnSparse * hisAlign =align->GetTrackletDelta(ihis);
     299           0 :     AliTPCCorrectionFit::MakeDistortionMapSector(hisAlign, pcstream, hname[ihis], run, ihis,bz);
     300             :   }
     301           0 :   delete pcstream;
     302           0 :   delete falign;
     303           0 : }
     304             : 
     305             : 
     306             : 
     307             : 
     308             : 
     309             : void  AliTPCCorrectionFit::MakeClusterDistortionMap(THnBase * hisInput,TTreeSRedirector *pcstream , Int_t ptype, Int_t dtype){
     310             :   //
     311             :   // Make cluster residual map from the n-dimensional histogram
     312             :   // hisInput supposed to have given format:
     313             :   //     4 Dim:
     314             :   //      delta, 
     315             :   //      sector 
     316             :   //      localX
     317             :   //      kZ
     318             :   // Vertex position assumed to be at (0,0,0)          
     319             :   //
     320             :   //TTreeSRedirector *pcstream=new TTreeSRedirector(sname);
     321             :   //
     322           0 :   Int_t nbins1=hisInput->GetAxis(1)->GetNbins();
     323           0 :   Int_t nbins2=hisInput->GetAxis(2)->GetNbins();
     324           0 :   Int_t nbins3=hisInput->GetAxis(3)->GetNbins();
     325             :   TF1 *fgaus=0;
     326             :   TH3F * hisResMap3D = 
     327           0 :     new TH3F("his3D","his3D",
     328           0 :              nbins1,hisInput->GetAxis(1)->GetXmin(), hisInput->GetAxis(1)->GetXmax(),
     329           0 :              nbins2,hisInput->GetAxis(2)->GetXmin(), hisInput->GetAxis(2)->GetXmax(),
     330           0 :              nbins3,hisInput->GetAxis(3)->GetXmin(), hisInput->GetAxis(3)->GetXmax());
     331           0 :   hisResMap3D->GetXaxis()->SetTitle("sector");
     332           0 :   hisResMap3D->GetYaxis()->SetTitle("localX");
     333           0 :   hisResMap3D->GetZaxis()->SetTitle("kZ");
     334             : 
     335           0 :   TH2F * hisResMap2D[4] ={0,0,0,0};
     336           0 :   for (Int_t i=0; i<4; i++){
     337           0 :     hisResMap2D[i]=
     338           0 :       new TH2F(Form("his2D_0%d",i),Form("his2D_0%d",i),
     339           0 :                nbins1,hisInput->GetAxis(1)->GetXmin(), hisInput->GetAxis(1)->GetXmax(),
     340           0 :                nbins2,hisInput->GetAxis(2)->GetXmin(), hisInput->GetAxis(2)->GetXmax());
     341           0 :     hisResMap2D[i]->GetXaxis()->SetTitle("sector");
     342           0 :     hisResMap2D[i]->GetYaxis()->SetTitle("localX");
     343             :   }
     344             :   //
     345             :   //
     346             :   //
     347             :   TF1 * f1= 0;
     348           0 :   Int_t axis0[4]={0,1,2,3};
     349           0 :   Int_t axis1[4]={0,1,2,3};
     350             :   Int_t counter=0;
     351           0 :   for (Int_t ibin1=1; ibin1<nbins1; ibin1+=1){
     352             :     // phi- sector  range
     353           0 :     hisInput->GetAxis(1)->SetRange(ibin1-1,ibin1+1);
     354           0 :     THnBase *his1=(THnBase *)hisInput->ProjectionND(4,axis0); 
     355           0 :     Double_t sector=hisInput->GetAxis(1)->GetBinCenter(ibin1);
     356             :     //
     357           0 :     for (Int_t ibin2=1; ibin2<nbins2; ibin2+=1){
     358             :       // local x range
     359             :       // kz fits
     360           0 :       his1->GetAxis(2)->SetRange(ibin2-1,ibin2+1);
     361           0 :       THnBase *his2=(THnBase *)his1->ProjectionND(4,axis1); 
     362           0 :       Double_t localX=hisInput->GetAxis(2)->GetBinCenter(ibin2);
     363             :       //      
     364             :       //A side
     365           0 :       his2->GetAxis(3)->SetRangeUser(0.01,0.3);
     366           0 :       TH1 * hisA = his2->Projection(0);
     367           0 :       Double_t meanA= hisA->GetMean();
     368           0 :       Double_t rmsA= hisA->GetRMS();
     369           0 :       Double_t entriesA= hisA->GetEntries();
     370           0 :       delete hisA;
     371             :       //C side
     372           0 :       his2->GetAxis(3)->SetRangeUser(0.01,0.3);
     373           0 :       TH1 * hisC = his2->Projection(0);
     374           0 :       Double_t meanC= hisC->GetMean();
     375           0 :       Double_t rmsC= hisC->GetRMS();
     376           0 :       Double_t entriesC= hisC->GetEntries();
     377           0 :       delete hisC;
     378           0 :       his2->GetAxis(3)->SetRangeUser(-1.2,1.2);      
     379           0 :       TH2 * hisAC       = his2->Projection(0,3);
     380           0 :       TProfile *profAC  = hisAC->ProfileX(); 
     381           0 :       delete hisAC;
     382           0 :       profAC->Fit("pol1","QNR","QNR",0.05,1);
     383           0 :       if (!f1) f1=(TF1*)gROOT->FindObject("pol1");
     384           0 :       Double_t offsetA=f1->GetParameter(0);
     385           0 :       Double_t slopeA=f1->GetParameter(1);
     386           0 :       Double_t offsetAE=f1->GetParError(0);
     387           0 :       Double_t slopeAE=f1->GetParError(1); 
     388           0 :       Double_t chi2A=f1->GetChisquare()/f1->GetNumberFreeParameters();
     389           0 :       profAC->Fit("pol1","QNR","QNR",-1.1,-0.1);
     390           0 :       f1=(TF1*)gROOT->FindObject("pol1");
     391           0 :       Double_t offsetC=f1->GetParameter(0);
     392           0 :       Double_t slopeC=f1->GetParameter(1); 
     393           0 :       Double_t offsetCE=f1->GetParError(0);
     394           0 :       Double_t slopeCE=f1->GetParError(1); 
     395           0 :       Double_t chi2C=f1->GetChisquare()/f1->GetNumberFreeParameters();
     396           0 :       if (counter%50==0) printf("%f\t%f\t%f\t%f\t%f\t%f\t%f\n", sector,localX, entriesA+entriesC, slopeA,slopeC, chi2A, chi2C);
     397           0 :       counter++;
     398           0 :       (*pcstream)<<"deltaFit"<<
     399           0 :         "sector="<<sector<<
     400           0 :         "localX="<<localX<<
     401           0 :         "meanA="<<meanA<<
     402           0 :         "rmsA="<<rmsA<<
     403           0 :         "entriesA="<<entriesA<<
     404           0 :         "meanC="<<meanC<<
     405           0 :         "rmsC="<<rmsC<<
     406           0 :         "entriesC="<<entriesC<<
     407           0 :         "offsetA="<<offsetA<<
     408           0 :         "slopeA="<<slopeA<<
     409           0 :         "offsetAE="<<offsetAE<<
     410           0 :         "slopeAE="<<slopeAE<<
     411           0 :         "chi2A="<<chi2A<<
     412           0 :         "offsetC="<<offsetC<<
     413           0 :         "slopeC="<<slopeC<<
     414           0 :         "offsetCE="<<offsetCE<<
     415           0 :         "slopeCE="<<slopeCE<<
     416           0 :         "chi2C="<<chi2C<<
     417             :         "\n";
     418             :       //
     419           0 :       hisResMap2D[0]->SetBinContent(ibin1,ibin2, offsetA);
     420           0 :       hisResMap2D[1]->SetBinContent(ibin1,ibin2, slopeA);
     421           0 :       hisResMap2D[2]->SetBinContent(ibin1,ibin2, offsetC);
     422           0 :       hisResMap2D[3]->SetBinContent(ibin1,ibin2, slopeC);
     423             :       
     424           0 :       for (Int_t ibin3=1; ibin3<nbins3; ibin3++){
     425           0 :         Double_t kZ=hisInput->GetAxis(3)->GetBinCenter(ibin3);
     426           0 :         if (TMath::Abs(kZ)<0.05) continue;  // crossing 
     427           0 :         his2->GetAxis(3)->SetRange(ibin3,ibin3);
     428           0 :         if (TMath::Abs(kZ)>0.15){
     429           0 :           his2->GetAxis(3)->SetRange(ibin3,ibin3);
     430           0 :         }
     431           0 :         TH1 * his = his2->Projection(0);
     432           0 :         Double_t mean= his->GetMean();
     433           0 :         Double_t rms= his->GetRMS();
     434           0 :         Double_t entries= his->GetEntries();
     435             :         //printf("%f\t%f\t%f\t%f\t%f\t%f\n", sector,localX,kZ, entries, mean,rms);
     436           0 :         hisResMap3D->SetBinContent(ibin1,ibin2,ibin3, mean);
     437           0 :         Double_t phi=TMath::Pi()*sector/9;
     438           0 :         if (phi>TMath::Pi()) phi+=TMath::Pi();
     439           0 :         Double_t meanG=0;
     440           0 :         Double_t rmsG=0;
     441           0 :         if (entries>50){
     442           0 :           if (!fgaus) {     
     443           0 :             his->Fit("gaus","Q","goff");
     444           0 :             fgaus= (TF1*)((his->GetListOfFunctions()->FindObject("gaus"))->Clone());
     445           0 :           }
     446           0 :           if (fgaus) {
     447           0 :             his->Fit(fgaus,"Q","goff");
     448           0 :             meanG=fgaus->GetParameter(1);
     449           0 :             rmsG=fgaus->GetParameter(2);
     450           0 :           }
     451             :         }
     452           0 :         Double_t dsec=sector-Int_t(sector)-0.5;
     453           0 :         Double_t snp=dsec*TMath::Pi()/9.;
     454           0 :         (*pcstream)<<"delta"<<
     455           0 :           "ptype="<<ptype<<
     456           0 :           "dtype="<<dtype<<
     457           0 :           "sector="<<sector<<
     458           0 :           "dsec="<<dsec<<
     459           0 :           "snp="<<snp<<
     460           0 :           "phi="<<phi<<
     461           0 :           "localX="<<localX<<
     462           0 :           "kZ="<<kZ<<
     463           0 :           "theta="<<kZ<<
     464           0 :           "mean="<<mean<<
     465           0 :           "rms="<<rms<<
     466           0 :           "meanG="<<meanG<<
     467           0 :           "rmsG="<<rmsG<<
     468           0 :           "entries="<<entries<<
     469           0 :           "meanA="<<meanA<<
     470           0 :           "rmsA="<<rmsA<<
     471           0 :           "entriesA="<<entriesA<<
     472           0 :           "meanC="<<meanC<<
     473           0 :           "rmsC="<<rmsC<<
     474           0 :           "entriesC="<<entriesC<<
     475           0 :           "offsetA="<<offsetA<<
     476           0 :           "slopeA="<<slopeA<<
     477           0 :           "chi2A="<<chi2A<<
     478           0 :           "offsetC="<<offsetC<<
     479           0 :           "slopeC="<<slopeC<<
     480           0 :           "chi2C="<<chi2C<<
     481             :           "\n";
     482           0 :         delete his;
     483           0 :       }
     484           0 :       delete his2;
     485           0 :     }
     486           0 :     delete his1;
     487           0 :   }
     488           0 :   hisResMap3D->Write();
     489           0 :   hisResMap2D[0]->Write();
     490           0 :   hisResMap2D[1]->Write();
     491           0 :   hisResMap2D[2]->Write();
     492           0 :   hisResMap2D[3]->Write();
     493             :   //  delete pcstream;
     494           0 : }
     495             : 
     496             : 
     497             : 
     498             : void   AliTPCCorrectionFit::MakeDistortionMap(THnSparse * his0, TTreeSRedirector * const pcstream, const char* hname, Int_t run, Float_t refX, Int_t type, Int_t integ, Double_t bz){
     499             :   //
     500             :   // make a distortion map out ou fthe residual histogram
     501             :   // Results are written to the debug streamer - pcstream
     502             :   // Parameters:
     503             :   //   his0       - input (4D) residual histogram
     504             :   //   pcstream   - file to write the tree
     505             :   //   run        - run number
     506             :   //   refX       - track matching reference X
     507             :   //   type       - 0- y 1-z,2 -snp, 3-theta, 4=1/pt
     508             :   // THnSparse axes:
     509             :   // OBJ: TAxis     #Delta  #Delta
     510             :   // OBJ: TAxis     tanTheta        tan(#Theta)
     511             :   // OBJ: TAxis     phi     #phi
     512             :   // OBJ: TAxis     snp     snp
     513             : 
     514             :   // marian.ivanov@cern.ch
     515             :   const Int_t kMinEntries=10;
     516           0 :   Int_t idim[4]={0,1,2,3};
     517             :   //
     518             :   //
     519             :   //
     520           0 :   Int_t nbins3=his0->GetAxis(3)->GetNbins();
     521           0 :   Int_t first3=his0->GetAxis(3)->GetFirst();
     522           0 :   Int_t last3 =his0->GetAxis(3)->GetLast();
     523             :   //
     524           0 :   for (Int_t ibin3=first3; ibin3<last3; ibin3+=1){   // axis 3 - local angle
     525           0 :     his0->GetAxis(3)->SetRange(TMath::Max(ibin3-integ,1),TMath::Min(ibin3+integ,nbins3));
     526           0 :     Double_t      x3= his0->GetAxis(3)->GetBinCenter(ibin3);
     527           0 :     THnSparse * his3= his0->Projection(3,idim);         //projected histogram according selection 3
     528             :     //
     529           0 :     Int_t nbins2    = his3->GetAxis(2)->GetNbins();
     530           0 :     Int_t first2    = his3->GetAxis(2)->GetFirst();
     531           0 :     Int_t last2     = his3->GetAxis(2)->GetLast();
     532             :     //
     533           0 :     for (Int_t ibin2=first2; ibin2<last2; ibin2+=1){   // axis 2 - phi
     534           0 :       his3->GetAxis(2)->SetRange(TMath::Max(ibin2-integ,1),TMath::Min(ibin2+integ,nbins2));
     535           0 :       Double_t      x2= his3->GetAxis(2)->GetBinCenter(ibin2);
     536           0 :       THnSparse * his2= his3->Projection(2,idim);         //projected histogram according selection 2
     537           0 :       Int_t nbins1     = his2->GetAxis(1)->GetNbins();
     538           0 :       Int_t first1     = his2->GetAxis(1)->GetFirst();
     539           0 :       Int_t last1      = his2->GetAxis(1)->GetLast();
     540           0 :       for (Int_t ibin1=first1; ibin1<last1; ibin1++){   //axis 1 - theta
     541             :         //
     542           0 :         Double_t       x1= his2->GetAxis(1)->GetBinCenter(ibin1);
     543           0 :         his2->GetAxis(1)->SetRange(TMath::Max(ibin1-1,1),TMath::Min(ibin1+1,nbins1));
     544           0 :         if (TMath::Abs(x1)<0.1){
     545           0 :           if (x1<0) his2->GetAxis(1)->SetRange(TMath::Max(ibin1-1,1),TMath::Min(ibin1,nbins1));
     546           0 :           if (x1>0) his2->GetAxis(1)->SetRange(TMath::Max(ibin1,1),TMath::Min(ibin1+1,nbins1));
     547             :         }
     548           0 :         if (TMath::Abs(x1)<0.06){
     549           0 :           his2->GetAxis(1)->SetRange(TMath::Max(ibin1,1),TMath::Min(ibin1,nbins1));
     550           0 :         }
     551           0 :         TH1 * hisDelta = his2->Projection(0);
     552             :         //
     553           0 :         Double_t entries = hisDelta->GetEntries();
     554           0 :         Double_t mean=0, rms=0;
     555           0 :         if (entries>kMinEntries){
     556           0 :           mean    = hisDelta->GetMean(); 
     557           0 :           rms = hisDelta->GetRMS(); 
     558           0 :         }
     559           0 :         Double_t sector = 9.*x2/TMath::Pi();
     560           0 :         if (sector<0) sector+=18;
     561           0 :         Double_t dsec = sector-Int_t(sector)-0.5;
     562           0 :         Double_t z=refX*x1;
     563           0 :         (*pcstream)<<hname<<
     564           0 :           "run="<<run<<
     565           0 :           "bz="<<bz<<
     566           0 :           "theta="<<x1<<
     567           0 :           "phi="<<x2<<
     568           0 :           "z="<<z<<            // dummy z
     569           0 :           "snp="<<x3<<
     570           0 :           "entries="<<entries<<
     571           0 :           "mean="<<mean<<
     572           0 :           "rms="<<rms<<
     573           0 :           "refX="<<refX<<   // track matching refernce plane
     574           0 :           "type="<<type<<   //
     575           0 :           "sector="<<sector<<
     576           0 :           "dsec="<<dsec<<
     577             :           "\n";
     578           0 :         delete hisDelta;
     579             :         //printf("%f\t%f\t%f\t%f\t%f\n",x3,x2,x1, entries,mean);
     580           0 :       }
     581           0 :       delete his2;
     582           0 :     }
     583           0 :     delete his3;
     584           0 :   }
     585           0 : }
     586             : 
     587             : 
     588             : 
     589             : void   AliTPCCorrectionFit::MakeDistortionMapCosmic(THnSparse * hisInput, TTreeSRedirector * const pcstream, const char* hname, Int_t run, Float_t refX, Int_t type){
     590             :   //
     591             :   // make a distortion map out ou fthe residual histogram
     592             :   // Results are written to the debug streamer - pcstream
     593             :   // Parameters:
     594             :   //   his0       - input (4D) residual histogram
     595             :   //   pcstream   - file to write the tree
     596             :   //   run        - run number
     597             :   //   refX       - track matching reference X
     598             :   //   type       - 0- y 1-z,2 -snp, 3-theta, 4=1/pt
     599             :   // marian.ivanov@cern.ch
     600             :   //
     601             :   //  Histo axeses
     602             :   //   Collection name='TObjArray', class='TObjArray', size=16
     603             :   //  0. OBJ: TAxis     #Delta  #Delta
     604             :   //  1. OBJ: TAxis     N_{cl}  N_{cl}
     605             :   //  2. OBJ: TAxis     dca_{r} (cm)    dca_{r} (cm)
     606             :   //  3. OBJ: TAxis     z (cm)  z (cm)
     607             :   //  4. OBJ: TAxis     sin(#phi)       sin(#phi)
     608             :   //  5. OBJ: TAxis     tan(#theta)     tan(#theta)
     609             :   //  6. OBJ: TAxis     1/pt (1/GeV)    1/pt (1/GeV)
     610             :   //  7. OBJ: TAxis     pt (GeV)        pt (GeV)
     611             :   //  8. OBJ: TAxis     alpha   alpha
     612             :   const Int_t kMinEntries=10;
     613             :   //
     614             :   //  1. make default selections
     615             :   //
     616             :   TH1 * hisDelta=0;
     617           0 :   Int_t idim0[4]={0 , 5, 8,  3};   // delta, theta, alpha, z
     618           0 :   hisInput->GetAxis(1)->SetRangeUser(110,190);   //long tracks
     619           0 :   hisInput->GetAxis(2)->SetRangeUser(-10,35);    //tracks close to beam pipe
     620           0 :   hisInput->GetAxis(4)->SetRangeUser(-0.3,0.3); //small snp at TPC entrance
     621           0 :   hisInput->GetAxis(7)->SetRangeUser(3,100); //"high pt tracks"
     622           0 :   hisDelta= hisInput->Projection(0);
     623           0 :   hisInput->GetAxis(0)->SetRangeUser(-6.*hisDelta->GetRMS(), +6.*hisDelta->GetRMS());
     624           0 :   delete hisDelta;
     625           0 :   THnSparse *his0=  hisInput->Projection(4,idim0);
     626             :   //
     627             :   // 2. Get mean in diferent bins
     628             :   //
     629           0 :   Int_t nbins1=his0->GetAxis(1)->GetNbins();
     630           0 :   Int_t first1=his0->GetAxis(1)->GetFirst();
     631           0 :   Int_t last1 =his0->GetAxis(1)->GetLast();
     632             :   //
     633           0 :   Double_t bz=AliTrackerBase::GetBz();
     634           0 :   Int_t idim[4]={0,1, 2,  3};  // delta, theta,alpha,z
     635             :   //
     636           0 :   for (Int_t ibin1=first1; ibin1<=last1; ibin1++){   //axis 1 - theta
     637             :     //
     638           0 :     Double_t       x1= his0->GetAxis(1)->GetBinCenter(ibin1);  
     639           0 :     his0->GetAxis(1)->SetRange(TMath::Max(ibin1-1,1),TMath::Min(ibin1+1,nbins1));
     640             :     //
     641           0 :     THnSparse * his1 = his0->Projection(4,idim);  // projected histogram according range1
     642           0 :     Int_t nbins3     = his1->GetAxis(3)->GetNbins();
     643           0 :     Int_t first3     = his1->GetAxis(3)->GetFirst();
     644           0 :     Int_t last3      = his1->GetAxis(3)->GetLast();
     645             :     //
     646           0 :     for (Int_t ibin3=first3-1; ibin3<=last3; ibin3+=1){   // axis 3 - z at "vertex"
     647           0 :       his1->GetAxis(3)->SetRange(TMath::Max(ibin3-1,1),TMath::Min(ibin3+1,nbins3));
     648           0 :       Double_t      x3= his1->GetAxis(3)->GetBinCenter(ibin3);
     649           0 :       if (ibin3<first3) {
     650           0 :         his1->GetAxis(3)->SetRangeUser(-1,1);
     651           0 :         x3=0;
     652           0 :       }
     653           0 :       THnSparse * his3= his1->Projection(4,idim);         //projected histogram according selection 3
     654           0 :       Int_t nbins2    = his3->GetAxis(2)->GetNbins();
     655           0 :       Int_t first2    = his3->GetAxis(2)->GetFirst();
     656           0 :       Int_t last2     = his3->GetAxis(2)->GetLast();
     657             :       //
     658           0 :       for (Int_t ibin2=first2; ibin2<=last2; ibin2+=1){
     659           0 :         his3->GetAxis(2)->SetRange(TMath::Max(ibin2-1,1),TMath::Min(ibin2+1,nbins2));
     660           0 :         Double_t x2= his3->GetAxis(2)->GetBinCenter(ibin2);
     661           0 :         hisDelta = his3->Projection(0);
     662             :         //
     663           0 :         Double_t entries = hisDelta->GetEntries();
     664           0 :         Double_t mean=0, rms=0;
     665           0 :         if (entries>kMinEntries){
     666           0 :           mean    = hisDelta->GetMean(); 
     667           0 :           rms = hisDelta->GetRMS(); 
     668           0 :         }
     669           0 :         Double_t sector = 9.*x2/TMath::Pi();
     670           0 :         if (sector<0) sector+=18;
     671           0 :         Double_t dsec = sector-Int_t(sector)-0.5;
     672           0 :         Double_t snp=0;  // dummy snp - equal 0
     673           0 :         (*pcstream)<<hname<<
     674           0 :           "run="<<run<<
     675           0 :           "bz="<<bz<<            // magnetic field
     676           0 :           "theta="<<x1<<         // theta
     677           0 :           "phi="<<x2<<           // phi (alpha)
     678           0 :           "z="<<x3<<             // z at "vertex"
     679           0 :           "snp="<<snp<<          // dummy snp
     680           0 :           "entries="<<entries<<  // entries in bin
     681           0 :           "mean="<<mean<<        // mean
     682           0 :           "rms="<<rms<<
     683           0 :           "refX="<<refX<<        // track matching refernce plane
     684           0 :           "type="<<type<<        // parameter type
     685           0 :           "sector="<<sector<<    // sector
     686           0 :           "dsec="<<dsec<<        // dummy delta sector
     687             :           "\n";
     688           0 :         delete hisDelta;
     689           0 :         printf("%f\t%f\t%f\t%f\t%f\n",x1,x3,x2, entries,mean);
     690           0 :       }
     691           0 :       delete his3;
     692           0 :     }
     693           0 :     delete his1;
     694           0 :   }
     695           0 :   delete his0;
     696           0 : }
     697             : 
     698             : 
     699             : 
     700             : void   AliTPCCorrectionFit::MakeDistortionMapSector(THnSparse * hisInput, TTreeSRedirector * const pcstream, const char* hname, Int_t run, Int_t type, Double_t bz){
     701             :   //
     702             :   // make a distortion map out of the residual histogram
     703             :   // Results are written to the debug streamer - pcstream
     704             :   // Parameters:
     705             :   //   his0       - input (4D) residual histogram
     706             :   //   pcstream   - file to write the tree
     707             :   //   run        - run number
     708             :   //   type       - 0- y 1-z,2 -snp, 3-theta
     709             :   //   bz         - magnetic field
     710             :   // marian.ivanov@cern.ch
     711             : 
     712             :   //Collection name='TObjArray', class='TObjArray', size=16
     713             :   //0  OBJ: TAxis     delta   delta
     714             :   //1  OBJ: TAxis     phi     phi
     715             :   //2  OBJ: TAxis     localX  localX
     716             :   //3  OBJ: TAxis     kY      kY
     717             :   //4  OBJ: TAxis     kZ      kZ
     718             :   //5  OBJ: TAxis     is1     is1
     719             :   //6  OBJ: TAxis     is0     is0
     720             :   //7. OBJ: TAxis     z       z
     721             :   //8. OBJ: TAxis     IsPrimary       IsPrimary
     722             : 
     723             :   const Int_t kMinEntries=10;
     724             :   THnSparse * hisSector0=0;
     725             :   TH1 * htemp=0;    // histogram to calculate mean value of parameter
     726             :   //  Double_t bz=AliTrackerBase::GetBz();
     727             : 
     728             :   //
     729             :   // Loop over pair of sector:
     730             :   // isPrim         - 8  ==> 8
     731             :   // isec0          - 6  ==> 7
     732             :   //   isec1        - 5  ==> 6
     733             :   //     refX       - 2  ==> 5
     734             :   //
     735             :   //     phi        - 1  ==> 4
     736             :   //       z        - 7  ==> 3
     737             :   //         snp    - 3  ==> 2
     738             :   //           theta- 4  ==> 1
     739             :   //                  0  ==> 0;           
     740           0 :   for (Int_t isec0=0; isec0<72; isec0++){
     741           0 :     Int_t index0[9]={0, 4, 3, 7, 1, 2, 5, 6,8}; //regroup indeces
     742             :     //
     743             :     //hisInput->GetAxis(8)->SetRangeUser(-0.1,0.4);  // select secondaries only ? - get out later ?
     744           0 :     hisInput->GetAxis(6)->SetRangeUser(isec0-0.1,isec0+0.1);
     745           0 :     hisSector0=hisInput->Projection(7,index0);
     746             :     //
     747             :     //
     748           0 :     for (Int_t isec1=isec0+1; isec1<72; isec1++){    
     749             :       //if (isec1!=isec0+36) continue;
     750           0 :       if ( TMath::Abs((isec0%18)-(isec1%18))>1.5 && TMath::Abs((isec0%18)-(isec1%18))<16.5) continue;
     751           0 :       printf("Sectors %d\t%d\n",isec1,isec0);
     752           0 :       hisSector0->GetAxis(6)->SetRangeUser(isec1-0.1,isec1+0.1);      
     753           0 :       TH1 * hisX=hisSector0->Projection(5);
     754           0 :       Double_t refX= hisX->GetMean();
     755           0 :       delete hisX;
     756           0 :       TH1 *hisDelta=hisSector0->Projection(0);
     757           0 :       Double_t dmean = hisDelta->GetMean();
     758           0 :       Double_t drms = hisDelta->GetRMS();
     759           0 :       hisSector0->GetAxis(0)->SetRangeUser(dmean-5.*drms, dmean+5.*drms);
     760           0 :       delete hisDelta;
     761             :       //
     762             :       //  1. make default selections
     763             :       //
     764           0 :       Int_t idim0[5]={0 , 1, 2, 3, 4}; // {delta, theta, snp, z, phi }
     765           0 :       THnBase *hisSector1=  hisSector0->ProjectionND(5,idim0);
     766             :       //
     767             :       // 2. Get mean in diferent bins
     768             :       //
     769           0 :       Int_t idim[5]={0, 1, 2,  3, 4};  // {delta, theta-1,snp-2 ,z-3, phi-4}
     770             :       //
     771             :       //      Int_t nbinsPhi=hisSector1->GetAxis(4)->GetNbins();
     772           0 :       Int_t firstPhi=hisSector1->GetAxis(4)->GetFirst();
     773           0 :       Int_t lastPhi =hisSector1->GetAxis(4)->GetLast();
     774             :       //
     775           0 :       for (Int_t ibinPhi=firstPhi; ibinPhi<=lastPhi; ibinPhi+=2){   //axis 4 - phi
     776             :         //
     777             :         // Phi loop
     778             :         //
     779           0 :         Double_t       xPhi= hisSector1->GetAxis(4)->GetBinCenter(ibinPhi);         
     780           0 :         Double_t psec    = (9*xPhi/TMath::Pi());
     781           0 :         if (psec<0) psec+=18;
     782             :         Bool_t isOK0=kFALSE;
     783             :         Bool_t isOK1=kFALSE;
     784           0 :         if (TMath::Abs(psec-isec0%18-0.5)<1. || TMath::Abs(psec-isec0%18-17.5)<1.)  isOK0=kTRUE;
     785           0 :         if (TMath::Abs(psec-isec1%18-0.5)<1. || TMath::Abs(psec-isec1%18-17.5)<1.)  isOK1=kTRUE;
     786           0 :         if (!isOK0) continue;
     787           0 :         if (!isOK1) continue;
     788             :         //
     789           0 :         hisSector1->GetAxis(4)->SetRange(TMath::Max(ibinPhi-2,firstPhi),TMath::Min(ibinPhi+2,lastPhi));
     790           0 :         if (isec1!=isec0+36) {
     791           0 :           hisSector1->GetAxis(4)->SetRange(TMath::Max(ibinPhi-3,firstPhi),TMath::Min(ibinPhi+3,lastPhi));
     792           0 :         }
     793             :         //
     794           0 :         htemp = hisSector1->Projection(4);
     795           0 :         xPhi=htemp->GetMean();
     796           0 :         delete htemp;
     797           0 :         THnBase * hisPhi = hisSector1->ProjectionND(4,idim);
     798             :         //Int_t nbinsZ     = hisPhi->GetAxis(3)->GetNbins();
     799           0 :         Int_t firstZ     = hisPhi->GetAxis(3)->GetFirst();
     800           0 :         Int_t lastZ      = hisPhi->GetAxis(3)->GetLast();
     801             :         //
     802           0 :         for (Int_t ibinZ=firstZ; ibinZ<=lastZ; ibinZ+=2){   // axis 3 - z
     803             :           //
     804             :           // Z loop
     805             :           //
     806           0 :           hisPhi->GetAxis(3)->SetRange(TMath::Max(ibinZ,firstZ),TMath::Min(ibinZ,lastZ));
     807           0 :           if (isec1!=isec0+36) {
     808           0 :             hisPhi->GetAxis(3)->SetRange(TMath::Max(ibinZ-1,firstZ),TMath::Min(ibinZ-1,lastZ));       
     809           0 :           }
     810           0 :           htemp = hisPhi->Projection(3);
     811           0 :           Double_t      xZ= htemp->GetMean();
     812           0 :           delete htemp;
     813           0 :           THnBase * hisZ= hisPhi->ProjectionND(3,idim);         
     814             :           //projected histogram according selection 3 -z
     815             :           //
     816             :           //
     817             :           //Int_t nbinsSnp    = hisZ->GetAxis(2)->GetNbins();
     818           0 :           Int_t firstSnp    = hisZ->GetAxis(2)->GetFirst();
     819           0 :           Int_t lastSnp     = hisZ->GetAxis(2)->GetLast();
     820           0 :           for (Int_t ibinSnp=firstSnp; ibinSnp<=lastSnp; ibinSnp+=2){   // axis 2 - snp
     821             :             //
     822             :             // Snp loop
     823             :             //
     824           0 :             hisZ->GetAxis(2)->SetRange(TMath::Max(ibinSnp-1,firstSnp),TMath::Min(ibinSnp+1,lastSnp));
     825           0 :             if (isec1!=isec0+36) {
     826           0 :               hisZ->GetAxis(2)->SetRange(TMath::Max(ibinSnp-2,firstSnp),TMath::Min(ibinSnp+2,lastSnp));
     827           0 :             }
     828           0 :             htemp = hisZ->Projection(2);
     829           0 :             Double_t      xSnp= htemp->GetMean();
     830           0 :             delete htemp;
     831           0 :             THnBase * hisSnp= hisZ->ProjectionND(2,idim);         
     832             :             //projected histogram according selection 2 - snp
     833             :             
     834             :             //Int_t nbinsTheta    = hisSnp->GetAxis(1)->GetNbins();
     835           0 :             Int_t firstTheta    = hisSnp->GetAxis(1)->GetFirst();
     836           0 :             Int_t lastTheta     = hisSnp->GetAxis(1)->GetLast();
     837             :             //
     838           0 :             for (Int_t ibinTheta=firstTheta; ibinTheta<=lastTheta; ibinTheta+=2){  // axis1 theta
     839             :               
     840             :               
     841           0 :               hisSnp->GetAxis(1)->SetRange(TMath::Max(ibinTheta-2,firstTheta),TMath::Min(ibinTheta+2,lastTheta));
     842           0 :               if (isec1!=isec0+36) {
     843           0 :                  hisSnp->GetAxis(1)->SetRange(TMath::Max(ibinTheta-3,firstTheta),TMath::Min(ibinTheta+3,lastTheta));               
     844           0 :               }
     845           0 :               htemp = hisSnp->Projection(1);       
     846           0 :               Double_t xTheta=htemp->GetMean();
     847           0 :               delete htemp;
     848           0 :               hisDelta = hisSnp->Projection(0);
     849             :               //
     850           0 :               Double_t entries = hisDelta->GetEntries();
     851           0 :               Double_t mean=0, rms=0;
     852           0 :               if (entries>kMinEntries){
     853           0 :                 mean    = hisDelta->GetMean(); 
     854           0 :                 rms = hisDelta->GetRMS(); 
     855           0 :               }
     856           0 :               Double_t sector = 9.*xPhi/TMath::Pi();
     857           0 :               if (sector<0) sector+=18;
     858           0 :               Double_t dsec = sector-Int_t(sector)-0.5;
     859           0 :               Int_t dtype=1;  // TPC alignment type
     860           0 :               (*pcstream)<<hname<<
     861           0 :                 "run="<<run<<
     862           0 :                 "bz="<<bz<<             // magnetic field
     863           0 :                 "ptype="<<type<<         // parameter type
     864           0 :                 "dtype="<<dtype<<         // parameter type
     865           0 :                 "isec0="<<isec0<<       // sector 0 
     866           0 :                 "isec1="<<isec1<<       // sector 1               
     867           0 :                 "sector="<<sector<<     // sector as float
     868           0 :                 "dsec="<<dsec<<         // delta sector
     869             :                 //
     870           0 :                 "theta="<<xTheta<<      // theta
     871           0 :                 "phi="<<xPhi<<          // phi (alpha)          
     872           0 :                 "z="<<xZ<<              // z
     873           0 :                 "snp="<<xSnp<<          // snp
     874             :                 
     875             :                 //
     876           0 :                 "entries="<<entries<<  // entries in bin
     877           0 :                 "mean="<<mean<<        // mean
     878           0 :                 "rms="<<rms<<          // rms 
     879           0 :                 "refX="<<refX<<        // track matching reference plane
     880             :                 "\n";
     881           0 :               delete hisDelta;
     882             :               //printf("%d\t%d\t%f\t%f\t%f\t%f\t%f\t%f\n",isec0, isec1, xPhi,xZ,xSnp, xTheta, entries,mean);
     883             :               //
     884           0 :             }//ibinTheta
     885           0 :             delete hisSnp;
     886           0 :           } //ibinSnp
     887           0 :           delete hisZ;
     888           0 :         }//ibinZ
     889           0 :         delete hisPhi;
     890           0 :       }//ibinPhi
     891           0 :       delete hisSector1;      
     892           0 :     }//isec1
     893           0 :     delete hisSector0;
     894           0 :   }//isec0
     895           0 : }
     896             : 
     897             : 
     898             : 
     899             : 
     900             : 
     901             : // void AliTPCCorrectionFit::MakeLaserDistortionTree(TTree* tree, TObjArray */*corrArray*/, Int_t /*itype*/){
     902             : //   //
     903             : //   // Make a laser fit tree for global minimization
     904             : //   //  
     905             : //   AliTPCcalibDB*  calib=AliTPCcalibDB::Instance();  
     906             : //   AliTPCCorrection * correction = calib->GetTPCComposedCorrection();  
     907             : //   if (!correction) correction = calib->GetTPCComposedCorrection(AliTrackerBase::GetBz());  
     908             : //   correction->AddVisualCorrection(correction,0);  //register correction
     909             : 
     910             : //   //  AliTPCTransform *transform = AliTPCcalibDB::Instance()->GetTransform() ;
     911             : //   //AliTPCParam     *param     = AliTPCcalibDB::Instance()->GetParameters();
     912             : //   //
     913             : //   const Double_t cutErrY=0.05;
     914             : //   const Double_t kSigmaCut=4;
     915             : //   //  const Double_t cutErrZ=0.03;
     916             : //   const Double_t kEpsilon=0.00000001;
     917             : //   //  const Double_t kMaxDist=1.;  // max distance - space correction
     918             : //   TVectorD *vecdY=0;
     919             : //   TVectorD *vecdZ=0;
     920             : //   TVectorD *veceY=0;
     921             : //   TVectorD *veceZ=0;
     922             : //   AliTPCLaserTrack *ltr=0;
     923             : //   AliTPCLaserTrack::LoadTracks();
     924             : //   tree->SetBranchAddress("dY.",&vecdY);
     925             : //   tree->SetBranchAddress("dZ.",&vecdZ);
     926             : //   tree->SetBranchAddress("eY.",&veceY);
     927             : //   tree->SetBranchAddress("eZ.",&veceZ);
     928             : //   tree->SetBranchAddress("LTr.",&ltr);
     929             : //   Int_t entries= tree->GetEntries();
     930             : //   TTreeSRedirector *pcstream= new TTreeSRedirector("distortionLaser_0.root");
     931             : //   Double_t bz=AliTrackerBase::GetBz();
     932             : //   // 
     933             : //   //  Double_t globalXYZ[3];
     934             : //   //Double_t globalXYZCorr[3];
     935             : //   for (Int_t ientry=0; ientry<entries; ientry++){
     936             : //     tree->GetEntry(ientry);
     937             : //     if (!ltr->GetVecGX()){
     938             : //       ltr->UpdatePoints();
     939             : //     }
     940             : //     //
     941             : //     TVectorD fit10(5);
     942             : //     TVectorD fit5(5);
     943             : //     printf("Entry\t%d\n",ientry);
     944             : //     for (Int_t irow0=0; irow0<158; irow0+=1){
     945             : //       //       
     946             : //       TLinearFitter fitter10(4,"hyp3");
     947             : //       TLinearFitter fitter5(2,"hyp1");
     948             : //       Int_t sector= (Int_t)(*ltr->GetVecSec())[irow0];
     949             : //       if (sector<0) continue;
     950             : //       //if (TMath::Abs(vecdY->GetMatrixArray()[irow0])<kEpsilon) continue;
     951             : 
     952             : //       Double_t refX= (*ltr->GetVecLX())[irow0];
     953             : //       Int_t firstRow1 = TMath::Max(irow0-10,0);
     954             : //       Int_t lastRow1  = TMath::Min(irow0+10,158);
     955             : //       Double_t padWidth=(irow0<64)?0.4:0.6;
     956             : //       // make long range fit
     957             : //       for (Int_t irow1=firstRow1; irow1<=lastRow1; irow1++){
     958             : //      if (TMath::Abs((*ltr->GetVecSec())[irow1]-sector)>kEpsilon) continue;
     959             : //      if (veceY->GetMatrixArray()[irow1]>cutErrY) continue;
     960             : //      if (TMath::Abs(vecdY->GetMatrixArray()[irow1])<kEpsilon) continue;
     961             : //      Double_t idealX= (*ltr->GetVecLX())[irow1];
     962             : //      Double_t idealY= (*ltr->GetVecLY())[irow1];
     963             : //      //      Double_t idealZ= (*ltr->GetVecLZ())[irow1];
     964             : //      Double_t gx= (*ltr->GetVecGX())[irow1];
     965             : //      Double_t gy= (*ltr->GetVecGY())[irow1];
     966             : //      Double_t gz= (*ltr->GetVecGZ())[irow1];
     967             : //      Double_t measY=(*vecdY)[irow1]+idealY;
     968             : //      Double_t deltaR = GetCorrXYZ(gx, gy, gz, 0,0);
     969             : //      // deltaR = R distorted -R ideal
     970             : //      Double_t xxx[4]={idealX+deltaR-refX,TMath::Cos(idealY/padWidth), TMath::Sin(idealY/padWidth)};
     971             : //      fitter10.AddPoint(xxx,measY,1);
     972             : //       }
     973             : //       Bool_t isOK=kTRUE;
     974             : //       Double_t rms10=0;//TMath::Sqrt(fitter10.GetChisquare()/(fitter10.GetNpoints()-4));
     975             : //       Double_t mean10  =0;//   fitter10.GetParameter(0);
     976             : //       Double_t slope10  =0;//   fitter10.GetParameter(0);
     977             : //       Double_t cosPart10  = 0;//  fitter10.GetParameter(2);
     978             : //       Double_t sinPart10   =0;//  fitter10.GetParameter(3); 
     979             : 
     980             : //       if (fitter10.GetNpoints()>10){
     981             : //      fitter10.Eval();
     982             : //      rms10=TMath::Sqrt(fitter10.GetChisquare()/(fitter10.GetNpoints()-4));
     983             : //      mean10      =   fitter10.GetParameter(0);
     984             : //      slope10     =   fitter10.GetParameter(1);
     985             : //      cosPart10   =   fitter10.GetParameter(2);
     986             : //      sinPart10   =  fitter10.GetParameter(3); 
     987             : //      //
     988             : //      // make short range fit
     989             : //      //
     990             : //      for (Int_t irow1=firstRow1+5; irow1<=lastRow1-5; irow1++){
     991             : //        if (TMath::Abs((*ltr->GetVecSec())[irow1]-sector)>kEpsilon) continue;
     992             : //        if (veceY->GetMatrixArray()[irow1]>cutErrY) continue;
     993             : //        if (TMath::Abs(vecdY->GetMatrixArray()[irow1])<kEpsilon) continue;
     994             : //        Double_t idealX= (*ltr->GetVecLX())[irow1];
     995             : //        Double_t idealY= (*ltr->GetVecLY())[irow1];
     996             : //        //      Double_t idealZ= (*ltr->GetVecLZ())[irow1];
     997             : //        Double_t gx= (*ltr->GetVecGX())[irow1];
     998             : //        Double_t gy= (*ltr->GetVecGY())[irow1];
     999             : //        Double_t gz= (*ltr->GetVecGZ())[irow1];
    1000             : //        Double_t measY=(*vecdY)[irow1]+idealY;
    1001             : //        Double_t deltaR = GetCorrXYZ(gx, gy, gz, 0,0);
    1002             : //        // deltaR = R distorted -R ideal 
    1003             : //        Double_t expY= mean10+slope10*(idealX+deltaR-refX);
    1004             : //        if (TMath::Abs(measY-expY)>kSigmaCut*rms10) continue;
    1005             : //        //
    1006             : //        Double_t corr=cosPart10*TMath::Cos(idealY/padWidth)+sinPart10*TMath::Sin(idealY/padWidth);
    1007             : //        Double_t xxx[4]={idealX+deltaR-refX,TMath::Cos(idealY/padWidth), TMath::Sin(idealY/padWidth)};
    1008             : //        fitter5.AddPoint(xxx,measY-corr,1);
    1009             : //      }     
    1010             : //       }else{
    1011             : //      isOK=kFALSE;
    1012             : //       }
    1013             : //       if (fitter5.GetNpoints()<8) isOK=kFALSE;
    1014             : 
    1015             : //       Double_t rms5=0;//TMath::Sqrt(fitter5.GetChisquare()/(fitter5.GetNpoints()-4));
    1016             : //       Double_t offset5  =0;//  fitter5.GetParameter(0);
    1017             : //       Double_t slope5   =0;//  fitter5.GetParameter(0); 
    1018             : //       if (isOK){
    1019             : //      fitter5.Eval();
    1020             : //      rms5=TMath::Sqrt(fitter5.GetChisquare()/(fitter5.GetNpoints()-4));
    1021             : //      offset5  =  fitter5.GetParameter(0);
    1022             : //      slope5   =  fitter5.GetParameter(0); 
    1023             : //       }
    1024             : //       //
    1025             : //       Double_t dtype=5;
    1026             : //       Double_t ptype=0;
    1027             : //       Double_t phi   =(*ltr->GetVecPhi())[irow0];
    1028             : //       Double_t theta =ltr->GetTgl();
    1029             : //       Double_t mean=(vecdY)->GetMatrixArray()[irow0];
    1030             : //       Double_t gx=0,gy=0,gz=0;
    1031             : //       Double_t snp = (*ltr->GetVecP2())[irow0];
    1032             : //       Int_t bundle= ltr->GetBundle();
    1033             : //       Int_t id= ltr->GetId();
    1034             : //       //      Double_t rms = err->GetMatrixArray()[irow];
    1035             : //       //
    1036             : //       gx = (*ltr->GetVecGX())[irow0];
    1037             : //       gy = (*ltr->GetVecGY())[irow0];
    1038             : //       gz = (*ltr->GetVecGZ())[irow0];
    1039             : //       Double_t dRrec = GetCorrXYZ(gx, gy, gz, 0,0);
    1040             : //       fitter10.GetParameters(fit10);
    1041             : //       fitter5.GetParameters(fit5);      
    1042             : //       Double_t idealY= (*ltr->GetVecLY())[irow0];
    1043             : //       Double_t measY=(*vecdY)[irow0]+idealY;
    1044             : //       Double_t corr=cosPart10*TMath::Cos(idealY/padWidth)+sinPart10*TMath::Sin(idealY/padWidth);
    1045             : //       if (TMath::Max(rms5,rms10)>0.06) isOK=kFALSE;
    1046             : //       //
    1047             : //       (*pcstream)<<"fitFull"<<  // dumpe also intermediate results
    1048             : //      "bz="<<bz<<         // magnetic filed used
    1049             : //      "dtype="<<dtype<<   // detector match type
    1050             : //      "ptype="<<ptype<<   // parameter type
    1051             : //      "theta="<<theta<<   // theta
    1052             : //      "phi="<<phi<<       // phi 
    1053             : //      "snp="<<snp<<       // snp
    1054             : //      "sector="<<sector<<
    1055             : //      "bundle="<<bundle<<
    1056             : // //   //      "dsec="<<dsec<<
    1057             : //      "refX="<<refX<<      // reference radius
    1058             : //      "gx="<<gx<<         // global position
    1059             : //      "gy="<<gy<<         // global position
    1060             : //      "gz="<<gz<<         // global position
    1061             : //      "dRrec="<<dRrec<<      // delta Radius in reconstruction
    1062             : //      "id="<<id<<     //bundle
    1063             : //      "rms10="<<rms10<<
    1064             : //      "rms5="<<rms5<<
    1065             : //      "fit10.="<<&fit10<<
    1066             : //      "fit5.="<<&fit5<<
    1067             : //      "measY="<<measY<<
    1068             : //      "mean="<<mean<<
    1069             : //      "idealY="<<idealY<<
    1070             : //      "corr="<<corr<<
    1071             : //      "isOK="<<isOK<<
    1072             : //      "\n";
    1073             : //     }
    1074             : //   }
    1075             : //   delete pcstream;
    1076             : // }
    1077             : 
    1078             : 
    1079             : void AliTPCCorrectionFit::MakeTrackDistortionTree(TTree *tinput, Int_t dtype, Int_t ptype, const TObjArray * corrArray, Int_t step, Int_t offset, Bool_t debug ){
    1080             :   //
    1081             :   // Make a fit tree:
    1082             :   // For each partial correction (specified in array) and given track topology (phi, theta, snp, refX)
    1083             :   // calculates partial distortions
    1084             :   // Partial distortion is stored in the resulting tree
    1085             :   // Output is storred in the file distortion_<dettype>_<partype>.root
    1086             :   // Partial  distortion is stored with the name given by correction name
    1087             :   //
    1088             :   //
    1089             :   // Parameters of function:
    1090             :   // input     - input tree
    1091             :   // dtype     - distortion type 0 - ITSTPC,  1 -TPCTRD, 2 - TPCvertex , 3 - TPC-TOF,  4 - TPCTPC track crossing 
    1092             :   // ppype     - parameter type
    1093             :   // corrArray - array with partial corrections
    1094             :   // step      - skipe entries  - if 1 all entries processed - it is slow
    1095             :   // debug     0 if debug on also space points dumped - it is slow
    1096             : 
    1097             :   const Double_t kMaxSnp = 0.85;  
    1098             :   const Double_t kcutSnp=0.25;
    1099             :   const Double_t kcutTheta=1.;
    1100             :   const Double_t kRadiusTPC=85;
    1101             :   //  AliTPCROC *tpcRoc =AliTPCROC::Instance();  
    1102             :   //
    1103           0 :   const Double_t kMass = TDatabasePDG::Instance()->GetParticle("pi+")->Mass();
    1104             :   //  const Double_t kB2C=-0.299792458e-3;
    1105             :   const Int_t kMinEntries=20; 
    1106           0 :   Double_t phi,theta, snp, mean,rms, entries,sector,dsec;
    1107           0 :   Float_t refX;  
    1108           0 :   Int_t run;
    1109           0 :   tinput->SetBranchAddress("run",&run);
    1110           0 :   tinput->SetBranchAddress("theta",&theta);
    1111           0 :   tinput->SetBranchAddress("phi", &phi);
    1112           0 :   tinput->SetBranchAddress("snp",&snp);
    1113           0 :   tinput->SetBranchAddress("mean",&mean);
    1114           0 :   tinput->SetBranchAddress("rms",&rms);
    1115           0 :   tinput->SetBranchAddress("entries",&entries);
    1116           0 :   tinput->SetBranchAddress("sector",&sector);
    1117           0 :   tinput->SetBranchAddress("dsec",&dsec);
    1118           0 :   tinput->SetBranchAddress("refX",&refX);
    1119           0 :   TTreeSRedirector *pcstream = new TTreeSRedirector(Form("distortion%d_%d_%d.root",dtype,ptype,offset));
    1120             :   //
    1121           0 :   Int_t nentries=tinput->GetEntries();
    1122           0 :   Int_t ncorr=corrArray->GetEntries();
    1123           0 :   Double_t corrections[100]={0}; //
    1124           0 :   Double_t tPar[5];
    1125           0 :   Double_t cov[15]={0,0,0,0,0,0,0,0,0,0,0,0,0,0};
    1126             :   Int_t dir=0;
    1127           0 :   if (dtype==5 || dtype==6) dtype=4;
    1128           0 :   if (dtype==0) { dir=-1;}
    1129           0 :   if (dtype==1) { dir=1;}
    1130           0 :   if (dtype==2) { dir=-1;}
    1131           0 :   if (dtype==3) { dir=1;}
    1132           0 :   if (dtype==4) { dir=-1;}
    1133             :   //
    1134           0 :   for (Int_t ientry=offset; ientry<nentries; ientry+=step){
    1135           0 :     tinput->GetEntry(ientry);
    1136           0 :     if (TMath::Abs(snp)>kMaxSnp) continue;
    1137           0 :     tPar[0]=0;
    1138           0 :     tPar[1]=theta*refX;
    1139           0 :     if (dtype==2)  tPar[1]=theta*kRadiusTPC;
    1140           0 :     tPar[2]=snp;
    1141           0 :     tPar[3]=theta;
    1142           0 :     tPar[4]=(gRandom->Rndm()-0.5)*0.02;  // should be calculated - non equal to 0
    1143           0 :     if (dtype==4){
    1144             :       // tracks crossing CE
    1145           0 :       tPar[1]=0;   // track at the CE
    1146             :       //if (TMath::Abs(theta) <0.05) continue;  // deep cross
    1147           0 :     }
    1148             : 
    1149           0 :     if (TMath::Abs(snp) >kcutSnp) continue;
    1150           0 :     if (TMath::Abs(theta) >kcutTheta) continue;
    1151           0 :     printf("%f\t%f\t%f\t%f\t%f\t%f\n",entries, sector,theta,snp, mean,rms);
    1152           0 :     Double_t bz=AliTrackerBase::GetBz();
    1153           0 :     if (dtype !=4) { //exclude TPC  - for TPC mainly non primary tracks
    1154           0 :       if (dtype!=2 && TMath::Abs(bz)>0.1 )  tPar[4]=snp/(refX*bz*kB2C*2);
    1155             :       
    1156           0 :       if (dtype==2 && TMath::Abs(bz)>0.1 )  {
    1157           0 :         tPar[4]=snp/(kRadiusTPC*bz*kB2C*2);//
    1158             :         // snp at the TPC inner radius in case the vertex match used
    1159           0 :       }
    1160             :     }
    1161             :     //
    1162           0 :     tPar[4]+=(gRandom->Rndm()-0.5)*0.02;
    1163           0 :     AliExternalTrackParam track(refX,phi,tPar,cov);
    1164           0 :     Double_t xyz[3];
    1165           0 :     track.GetXYZ(xyz);
    1166           0 :     Int_t id=0;
    1167           0 :     Double_t pt=1./tPar[4];
    1168           0 :     Double_t dRrec=0; // dummy value - needed for points - e.g for laser
    1169             :     //if (ptype==4 &&bz<0) mean*=-1;  // interpret as curvature -- COMMENTED out - in lookup signed 1/pt used
    1170           0 :     Double_t refXD=refX;
    1171           0 :     (*pcstream)<<"fit"<<
    1172           0 :       "run="<<run<<       // run number
    1173           0 :       "bz="<<bz<<         // magnetic filed used
    1174           0 :       "dtype="<<dtype<<   // detector match type
    1175           0 :       "ptype="<<ptype<<   // parameter type
    1176           0 :       "theta="<<theta<<   // theta
    1177           0 :       "phi="<<phi<<       // phi 
    1178           0 :       "snp="<<snp<<       // snp
    1179           0 :       "mean="<<mean<<     // mean dist value
    1180           0 :       "rms="<<rms<<       // rms
    1181           0 :       "sector="<<sector<<
    1182           0 :       "dsec="<<dsec<<
    1183           0 :       "refX="<<refXD<<         // referece X as double
    1184           0 :       "gx="<<xyz[0]<<         // global position at reference
    1185           0 :       "gy="<<xyz[1]<<         // global position at reference
    1186           0 :       "gz="<<xyz[2]<<         // global position at reference     
    1187           0 :       "dRrec="<<dRrec<<      // delta Radius in reconstruction
    1188           0 :       "pt="<<pt<<            // pt
    1189           0 :       "id="<<id<<             // track id
    1190           0 :       "entries="<<entries;// number of entries in bin
    1191             :     //
    1192           0 :     Bool_t isOK=kTRUE;
    1193           0 :     if (entries<kMinEntries) isOK=kFALSE;
    1194             :     //
    1195           0 :     if (dtype!=4) for (Int_t icorr=0; icorr<ncorr; icorr++) {
    1196           0 :       AliTPCCorrection *corr = (AliTPCCorrection*)corrArray->At(icorr);
    1197           0 :       corrections[icorr]=0;
    1198           0 :       if (entries>kMinEntries){
    1199           0 :         AliExternalTrackParam trackIn(refX,phi,tPar,cov);
    1200             :         AliExternalTrackParam *trackOut = 0;
    1201           0 :         if (debug) trackOut=corr->FitDistortedTrack(trackIn, refX, dir,pcstream);
    1202           0 :         if (!debug) trackOut=corr->FitDistortedTrack(trackIn, refX, dir,0);
    1203           0 :         if (dtype==0) {dir= -1;}
    1204           0 :         if (dtype==1) {dir=  1;}
    1205           0 :         if (dtype==2) {dir= -1;}
    1206           0 :         if (dtype==3) {dir=  1;}
    1207             :         //
    1208           0 :         if (trackOut){
    1209           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn,refX,kMass,5,kTRUE,kMaxSnp)) isOK=kFALSE;
    1210           0 :           if (!trackOut->Rotate(trackIn.GetAlpha())) isOK=kFALSE;
    1211           0 :           if (!AliTrackerBase::PropagateTrackTo(trackOut,trackIn.GetX(),kMass,5,kFALSE,kMaxSnp)) isOK=kFALSE;
    1212             :           //      trackOut->PropagateTo(trackIn.GetX(),AliTrackerBase::GetBz());
    1213             :           //      
    1214           0 :           corrections[icorr]= trackOut->GetParameter()[ptype]-trackIn.GetParameter()[ptype];
    1215           0 :           delete trackOut;      
    1216             :         }else{
    1217           0 :           corrections[icorr]=0;
    1218           0 :           isOK=kFALSE;
    1219             :         }
    1220             :         //if (ptype==4 &&bz<0) corrections[icorr]*=-1;  // interpret as curvature - commented out
    1221           0 :       }      
    1222           0 :       (*pcstream)<<"fit"<<
    1223           0 :         Form("%s=",corr->GetName())<<corrections[icorr];   // dump correction value
    1224           0 :     }
    1225             :   
    1226           0 :     if (dtype==4) for (Int_t icorr=0; icorr<ncorr; icorr++) {
    1227             :       //
    1228             :       // special case of the TPC tracks crossing the CE
    1229             :       //
    1230           0 :       AliTPCCorrection *corr = (AliTPCCorrection*)corrArray->At(icorr);
    1231           0 :       corrections[icorr]=0;
    1232           0 :       if (entries>kMinEntries){
    1233           0 :         AliExternalTrackParam trackIn0(refX,phi,tPar,cov); //Outer - direction to vertex
    1234           0 :         AliExternalTrackParam trackIn1(refX,phi,tPar,cov); //Inner - direction magnet 
    1235             :         AliExternalTrackParam *trackOut0 = 0;
    1236             :         AliExternalTrackParam *trackOut1 = 0;
    1237             :         //
    1238           0 :         if (debug)  trackOut0=corr->FitDistortedTrack(trackIn0, refX, dir,pcstream);
    1239           0 :         if (!debug) trackOut0=corr->FitDistortedTrack(trackIn0, refX, dir,0);
    1240           0 :         if (debug)  trackOut1=corr->FitDistortedTrack(trackIn1, refX, -dir,pcstream);
    1241           0 :         if (!debug) trackOut1=corr->FitDistortedTrack(trackIn1, refX, -dir,0);
    1242             :         //
    1243           0 :         if (trackOut0 && trackOut1){
    1244           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn0,refX,kMass,5,kTRUE,kMaxSnp))  isOK=kFALSE;
    1245           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn0,refX,kMass,1,kFALSE,kMaxSnp)) isOK=kFALSE;
    1246           0 :           if (!trackOut0->Rotate(trackIn0.GetAlpha())) isOK=kFALSE;
    1247           0 :           if (!AliTrackerBase::PropagateTrackTo(trackOut0,trackIn0.GetX(),kMass,5,kFALSE,kMaxSnp)) isOK=kFALSE;
    1248             :           //
    1249           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn1,refX,kMass,5,kTRUE,kMaxSnp)) isOK=kFALSE;
    1250           0 :           if (!trackIn1.Rotate(trackIn0.GetAlpha()))  isOK=kFALSE;
    1251           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn1,trackIn0.GetX(),kMass,1,kFALSE,kMaxSnp)) isOK=kFALSE;
    1252           0 :           if (!trackOut1->Rotate(trackIn1.GetAlpha())) isOK=kFALSE;    
    1253           0 :           if (!AliTrackerBase::PropagateTrackTo(trackOut1,trackIn1.GetX(),kMass,5,kFALSE,kMaxSnp)) isOK=kFALSE;
    1254             :           //
    1255           0 :           corrections[icorr] = (trackOut0->GetParameter()[ptype]-trackIn0.GetParameter()[ptype]);
    1256           0 :           corrections[icorr]-= (trackOut1->GetParameter()[ptype]-trackIn1.GetParameter()[ptype]);
    1257           0 :           if (isOK)
    1258           0 :             if ((TMath::Abs(trackOut0->GetX()-trackOut1->GetX())>0.1)||
    1259           0 :                 (TMath::Abs(trackOut0->GetX()-trackIn1.GetX())>0.1)||
    1260           0 :                 (TMath::Abs(trackOut0->GetAlpha()-trackOut1->GetAlpha())>0.00001)||
    1261           0 :                 (TMath::Abs(trackOut0->GetAlpha()-trackIn1.GetAlpha())>0.00001)||
    1262           0 :                 (TMath::Abs(trackIn0.GetTgl()-trackIn1.GetTgl())>0.0001)||
    1263           0 :                 (TMath::Abs(trackIn0.GetSnp()-trackIn1.GetSnp())>0.0001)
    1264             :                 ){
    1265           0 :               isOK=kFALSE;
    1266           0 :             }             
    1267           0 :           delete trackOut0;      
    1268           0 :           delete trackOut1;       
    1269             :         }else{
    1270           0 :           corrections[icorr]=0;
    1271           0 :           isOK=kFALSE;
    1272             :         }
    1273             :         //
    1274             :         //if (ptype==4 &&bz<0) corrections[icorr]*=-1;  // interpret as curvature - commented out no in lookup
    1275           0 :       }      
    1276           0 :       (*pcstream)<<"fit"<<
    1277           0 :         Form("%s=",corr->GetName())<<corrections[icorr];   // dump correction value
    1278           0 :     }
    1279             :     //
    1280           0 :     (*pcstream)<<"fit"<<"isOK="<<isOK<<"\n";
    1281           0 :   }
    1282             : 
    1283             : 
    1284           0 :   delete pcstream;
    1285           0 : }
    1286             : 
    1287             : 
    1288             : 
    1289             : void AliTPCCorrectionFit::MakeSectorDistortionTree(TTree *tinput, Int_t dtype, Int_t ptype, const TObjArray * corrArray, Int_t step, Int_t offset, Bool_t debug ){
    1290             :   //
    1291             :   // Make a fit tree:
    1292             :   // For each partial correction (specified in array) and given track topology (phi, theta, snp, refX)
    1293             :   // calculates partial distortions
    1294             :   // Partial distortion is stored in the resulting tree
    1295             :   // Output is storred in the file distortion_<dettype>_<partype>.root
    1296             :   // Partial  distortion is stored with the name given by correction name
    1297             :   //
    1298             :   //
    1299             :   // Parameters of function:
    1300             :   // input     - input tree
    1301             :   // dtype     - distortion type 10 - IROC-OROC 
    1302             :   // ppype     - parameter type
    1303             :   // corrArray - array with partial corrections
    1304             :   // step      - skipe entries  - if 1 all entries processed - it is slow
    1305             :   // debug     0 if debug on also space points dumped - it is slow
    1306             : 
    1307             :   const Double_t kMaxSnp = 0.8;  
    1308             :   const Int_t kMinEntries=200; 
    1309             :   //  AliTPCROC *tpcRoc =AliTPCROC::Instance();  
    1310             :   //
    1311           0 :   const Double_t kMass = TDatabasePDG::Instance()->GetParticle("pi+")->Mass();
    1312             :   //  const Double_t kB2C=-0.299792458e-3;
    1313           0 :   Double_t phi,theta, snp, mean,rms, entries,sector,dsec,globalZ;
    1314           0 :   Int_t isec1, isec0;
    1315           0 :   Double_t refXD;
    1316             :   Float_t refX;
    1317           0 :   Int_t run;
    1318           0 :   tinput->SetBranchAddress("run",&run);
    1319           0 :   tinput->SetBranchAddress("theta",&theta);
    1320           0 :   tinput->SetBranchAddress("phi", &phi);
    1321           0 :   tinput->SetBranchAddress("snp",&snp);
    1322           0 :   tinput->SetBranchAddress("mean",&mean);
    1323           0 :   tinput->SetBranchAddress("rms",&rms);
    1324           0 :   tinput->SetBranchAddress("entries",&entries);
    1325           0 :   tinput->SetBranchAddress("sector",&sector);
    1326           0 :   tinput->SetBranchAddress("dsec",&dsec);
    1327           0 :   tinput->SetBranchAddress("refX",&refXD);
    1328           0 :   tinput->SetBranchAddress("z",&globalZ);
    1329           0 :   tinput->SetBranchAddress("isec0",&isec0);
    1330           0 :   tinput->SetBranchAddress("isec1",&isec1);
    1331           0 :   TTreeSRedirector *pcstream = new TTreeSRedirector(Form("distortionSector%d_%d_%d.root",dtype,ptype,offset));
    1332             :   //
    1333           0 :   Int_t nentries=tinput->GetEntries();
    1334           0 :   Int_t ncorr=corrArray->GetEntries();
    1335           0 :   Double_t corrections[100]={0}; //
    1336           0 :   Double_t tPar[5];
    1337           0 :   Double_t cov[15]={0,0,0,0,0,0,0,0,0,0,0,0,0,0};
    1338             :   Int_t dir=0;
    1339             :   //
    1340           0 :   for (Int_t ientry=offset; ientry<nentries; ientry+=step){
    1341           0 :     tinput->GetEntry(ientry);
    1342           0 :     refX=refXD;
    1343           0 :     Int_t id=-1;
    1344           0 :     if (TMath::Abs(TMath::Abs(isec0%18)-TMath::Abs(isec1%18))==0) id=1;  // IROC-OROC - opposite side
    1345           0 :     if (TMath::Abs(TMath::Abs(isec0%36)-TMath::Abs(isec1%36))==0) id=2;  // IROC-OROC - same side
    1346           0 :     if (dtype==10  && id==-1) continue;
    1347             :     //
    1348             :     dir=-1;
    1349           0 :     tPar[0]=0;
    1350           0 :     tPar[1]=globalZ;
    1351           0 :     tPar[2]=snp;
    1352           0 :     tPar[3]=theta;
    1353           0 :     tPar[4]=(gRandom->Rndm()-0.1)*0.2;  //
    1354           0 :     Double_t pt=1./tPar[4];
    1355             :     //
    1356           0 :     printf("%f\t%f\t%f\t%f\t%f\t%f\n",entries, sector,theta,snp, mean,rms);
    1357           0 :     Double_t bz=AliTrackerBase::GetBz();
    1358           0 :     AliExternalTrackParam track(refX,phi,tPar,cov);    
    1359           0 :     Double_t xyz[3],xyzIn[3],xyzOut[3];
    1360           0 :     track.GetXYZ(xyz);
    1361           0 :     track.GetXYZAt(85,bz,xyzIn);    
    1362           0 :     track.GetXYZAt(245,bz,xyzOut);    
    1363           0 :     Double_t phiIn  = TMath::ATan2(xyzIn[1],xyzIn[0]);
    1364           0 :     Double_t phiOut = TMath::ATan2(xyzOut[1],xyzOut[0]);
    1365           0 :     Double_t phiRef = TMath::ATan2(xyz[1],xyz[0]);
    1366           0 :     Int_t sectorRef = TMath::Nint(9.*phiRef/TMath::Pi()-0.5);
    1367           0 :     Int_t sectorIn  = TMath::Nint(9.*phiIn/TMath::Pi()-0.5);
    1368           0 :     Int_t sectorOut = TMath::Nint(9.*phiOut/TMath::Pi()-0.5);
    1369             :     //
    1370           0 :     Bool_t isOK=kTRUE; 
    1371           0 :     if (sectorIn!=sectorOut) isOK=kFALSE;  // requironment - cluster in the same sector
    1372           0 :     if (sectorIn!=sectorRef) isOK=kFALSE;  // requironment - cluster in the same sector
    1373           0 :     if (entries<kMinEntries/(1+TMath::Abs(globalZ/100.))) isOK=kFALSE;  // requironment - minimal amount of tracks in bin
    1374             :     // Do downscale
    1375           0 :     if (TMath::Abs(theta)>1) isOK=kFALSE;
    1376             :     //
    1377           0 :     Double_t dRrec=0; // dummy value - needed for points - e.g for laser
    1378             :     //
    1379           0 :     (*pcstream)<<"fit"<<
    1380           0 :       "run="<<run<<       //run
    1381           0 :       "bz="<<bz<<         // magnetic filed used
    1382           0 :       "dtype="<<dtype<<   // detector match type
    1383           0 :       "ptype="<<ptype<<   // parameter type
    1384           0 :       "theta="<<theta<<   // theta
    1385           0 :       "phi="<<phi<<       // phi 
    1386           0 :       "snp="<<snp<<       // snp
    1387           0 :       "mean="<<mean<<     // mean dist value
    1388           0 :       "rms="<<rms<<       // rms
    1389           0 :       "sector="<<sector<<
    1390           0 :       "dsec="<<dsec<<
    1391           0 :       "refX="<<refXD<<         // referece X
    1392           0 :       "gx="<<xyz[0]<<         // global position at reference
    1393           0 :       "gy="<<xyz[1]<<         // global position at reference
    1394           0 :       "gz="<<xyz[2]<<         // global position at reference     
    1395           0 :       "dRrec="<<dRrec<<      // delta Radius in reconstruction
    1396           0 :       "pt="<<pt<<      //pt
    1397           0 :       "id="<<id<<             // track id
    1398           0 :       "entries="<<entries;// number of entries in bin
    1399             :     //
    1400             :     AliExternalTrackParam *trackOut0 = 0;
    1401             :     AliExternalTrackParam *trackOut1 = 0;
    1402             :     AliExternalTrackParam *ptrackIn0 = 0;
    1403             :     AliExternalTrackParam *ptrackIn1 = 0;
    1404             : 
    1405           0 :     for (Int_t icorr=0; icorr<ncorr; icorr++) {
    1406             :       //
    1407             :       // special case of the TPC tracks crossing the CE
    1408             :       //
    1409           0 :       AliTPCCorrection *corr = (AliTPCCorrection*)corrArray->At(icorr);
    1410           0 :       corrections[icorr]=0;
    1411           0 :       if (entries>kMinEntries &&isOK){
    1412           0 :         AliExternalTrackParam trackIn0(refX,phi,tPar,cov);
    1413           0 :         AliExternalTrackParam trackIn1(refX,phi,tPar,cov);
    1414             :         ptrackIn1=&trackIn0;
    1415             :         ptrackIn0=&trackIn1;
    1416             :         //
    1417           0 :         if (debug)  trackOut0=corr->FitDistortedTrack(trackIn0, refX, dir,pcstream);
    1418           0 :         if (!debug) trackOut0=corr->FitDistortedTrack(trackIn0, refX, dir,0);
    1419           0 :         if (debug)  trackOut1=corr->FitDistortedTrack(trackIn1, refX, -dir,pcstream);
    1420           0 :         if (!debug) trackOut1=corr->FitDistortedTrack(trackIn1, refX, -dir,0);
    1421             :         //
    1422           0 :         if (trackOut0 && trackOut1){
    1423             :           //
    1424           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn0,refX,kMass,1,kTRUE,kMaxSnp))  isOK=kFALSE;
    1425           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn0,refX,kMass,1,kFALSE,kMaxSnp)) isOK=kFALSE;
    1426             :           // rotate all tracks to the same frame
    1427           0 :           if (!trackOut0->Rotate(trackIn0.GetAlpha())) isOK=kFALSE;
    1428           0 :           if (!trackIn1.Rotate(trackIn0.GetAlpha()))  isOK=kFALSE;
    1429           0 :           if (!trackOut1->Rotate(trackIn0.GetAlpha())) isOK=kFALSE;    
    1430             :           //
    1431           0 :           if (!AliTrackerBase::PropagateTrackTo(trackOut0,refX,kMass,1,kFALSE,kMaxSnp)) isOK=kFALSE;
    1432           0 :           if (!AliTrackerBase::PropagateTrackTo(&trackIn1,refX,kMass,1,kFALSE,kMaxSnp)) isOK=kFALSE;
    1433           0 :           if (!AliTrackerBase::PropagateTrackTo(trackOut1,refX,kMass,1,kFALSE,kMaxSnp)) isOK=kFALSE;
    1434             :           //
    1435           0 :           corrections[icorr] = (trackOut0->GetParameter()[ptype]-trackIn0.GetParameter()[ptype]);
    1436           0 :           corrections[icorr]-= (trackOut1->GetParameter()[ptype]-trackIn1.GetParameter()[ptype]);
    1437           0 :           (*pcstream)<<"fitDebug"<< // just to debug the correction
    1438           0 :             "mean="<<mean<<
    1439           0 :             "pIn0.="<<ptrackIn0<<
    1440           0 :             "pIn1.="<<ptrackIn1<<
    1441           0 :             "pOut0.="<<trackOut0<<
    1442           0 :             "pOut1.="<<trackOut1<<
    1443           0 :             "refX="<<refXD<<
    1444             :             "\n";
    1445           0 :           delete trackOut0;      
    1446           0 :           delete trackOut1;      
    1447             :         }else{
    1448           0 :           corrections[icorr]=0;
    1449           0 :           isOK=kFALSE;
    1450             :         }
    1451           0 :       }      
    1452           0 :       (*pcstream)<<"fit"<<
    1453           0 :         Form("%s=",corr->GetName())<<corrections[icorr];   // dump correction value
    1454             :     }
    1455             :     //
    1456           0 :     (*pcstream)<<"fit"<<"isOK="<<isOK<<"\n";
    1457           0 :   }
    1458           0 :   delete pcstream;
    1459           0 : }
    1460             : 
    1461             : 

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