]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - TPC/AliTPCcalibCosmic.cxx
Adding pad type correction (Marian)
[u/mrichter/AliRoot.git] / TPC / AliTPCcalibCosmic.cxx
index 12c7c5be6d98ac53c8f5b75e3f95ef668c6e62cc..86fdf3b4747a392de46eeca9b624943b1b077275 100644 (file)
  * provided "as is" without express or implied warranty.                  *
  **************************************************************************/
 
+/*
+    Comments to be written here:
+    1. What do we calibrate.
+    2. How to interpret results
+    3. Simple example
+    4. Analysis using debug streamers.
+
+
+
+    3.Simple example
+    // To make cosmic scan the user interaction neccessary
+    //
+    .x ~/UliStyle.C
+    gSystem->Load("libANALYSIS");
+    gSystem->Load("libTPCcalib");
+    TFile fcalib("CalibObjects.root");
+    TObjArray * array = (TObjArray*)fcalib.Get("TPCCalib");
+    AliTPCcalibCosmic * cosmic = ( AliTPCcalibCosmic *)array->FindObject("cosmicTPC");
+    
+
+
+*/
+
+
+
 #include "Riostream.h"
 #include "TChain.h"
 #include "TTree.h"
 #include "TMath.h"
 #include "TCanvas.h"
 #include "TFile.h"
+#include "TF1.h"
 
+#include "AliTPCclusterMI.h"
 #include "AliTPCseed.h"
 #include "AliESDVertex.h"
 #include "AliESDEvent.h"
 #include "AliESDfriend.h"
 #include "AliESDInputHandler.h"
+#include "AliAnalysisManager.h"
 
 #include "AliTracker.h"
 #include "AliMagFMaps.h"
+#include "AliTPCCalROC.h"
 
 #include "AliLog.h"
 
@@ -44,28 +73,32 @@ ClassImp(AliTPCcalibCosmic)
 
 AliTPCcalibCosmic::AliTPCcalibCosmic() 
   :AliTPCcalibBase(),
+   fGainMap(0),
    fHistNTracks(0),
    fClusters(0),
    fModules(0),
    fHistPt(0),
-   fPtResolution(0),
    fDeDx(0),
+   fDeDxMIP(0),
+   fMIPvalue(1), 
    fCutMaxD(5),        // maximal distance in rfi ditection
    fCutTheta(0.03),    // maximal distan theta
    fCutMinDir(-0.99)   // direction vector products
 {  
-  AliInfo("Defualt Constructor");  
+  AliInfo("Default Constructor");    
 }
 
 
 AliTPCcalibCosmic::AliTPCcalibCosmic(const Text_t *name, const Text_t *title) 
   :AliTPCcalibBase(),
+   fGainMap(0),
    fHistNTracks(0),
    fClusters(0),
    fModules(0),
    fHistPt(0),
-   fPtResolution(0),
    fDeDx(0),
+   fDeDxMIP(0),
+   fMIPvalue(1),
    fCutMaxD(5),        // maximal distance in rfi ditection
    fCutTheta(0.03),    // maximal distan theta
    fCutMinDir(-0.99)   // direction vector products
@@ -74,14 +107,17 @@ AliTPCcalibCosmic::AliTPCcalibCosmic(const Text_t *name, const Text_t *title)
   SetTitle(title);
   AliMagFMaps * field = new AliMagFMaps("dummy1", "dummy2",0,5,0);
   AliTracker::SetFieldMap(field, kTRUE);  
-  fHistNTracks = new TH1F("ntracks","Number of Tracks per Event",501,-0.5,500.5);
-  fClusters = new TH1F("signal","Number of Clusters per track",160,0,160);
-  fModules = new TH2F("sector","Acorde hits; z (cm); x(cm)",1200,-1200,1200,600,-1000,1000);
-  fHistPt = new TH1F("Pt","Pt distribution",2000,0,50);  
-  fPtResolution = new TH1F("PtResolution","Pt resolution",100,-50,50);
-  fDeDx = new TH2F("DeDx","dEdx",500,0.01,20.,500,0.,500);
+
+  fHistNTracks = new TH1F("ntracks","Number of Tracks per Event; number of tracks per event; number of tracks",501,-0.5,500.5);
+  fClusters = new TH1F("signal","Number of Clusters per track; number of clusters per track n_{cl}; counts",160,0,160);
+  fModules = new TH2F("sector","Acorde hits; z (cm); x(cm)",1200,-650,650,600,-700,700);
+  fHistPt = new TH1F("Pt","Pt distribution; p_{T} (GeV); counts",2000,0,50);
+  fDeDx = new TH2F("DeDx","dEdx; momentum p (GeV); TPC signal (a.u.)",500,0.01,100.,500,2.,1000);
   BinLogX(fDeDx);
+  fDeDxMIP =  new TH1F("DeDxMIP","MIP region; TPC signal (a.u.);counts ",500,2.,1000);
+
   AliInfo("Non Default Constructor");  
+  //
 }
 
 AliTPCcalibCosmic::~AliTPCcalibCosmic(){
@@ -107,113 +143,27 @@ void AliTPCcalibCosmic::Process(AliESDEvent *event) {
    Printf("ERROR: ESDfriend not available");
    return;
   }
-  FindPairs(event);
+   
+  FindPairs(event); // nearly everything takes place in find pairs...
 
-  if (GetDebugLevel()>1) printf("Hallo world: Im here\n");
+  if (GetDebugLevel()>20) printf("Hallo world: Im here and processing an event\n");
   Int_t ntracks=event->GetNumberOfTracks(); 
   fHistNTracks->Fill(ntracks);
-  TObjArray  tpcSeeds(ntracks);
   if (ntracks==0) return;
-  //
-  //track loop
-  //
-  for (Int_t i=0;i<ntracks;++i) { 
-   AliESDtrack *track = event->GetTrack(i); 
-   fClusters->Fill(track->GetTPCNcls());   
-   AliExternalTrackParam * trackIn = new AliExternalTrackParam(*track->GetInnerParam());
-   
-   AliESDfriendTrack *friendTrack = ESDfriend->GetTrack(i);
-   TObject *calibObject;
-   AliTPCseed *seed = 0;
-   for (Int_t l=0;(calibObject=friendTrack->GetCalibObject(l));++l) {
-     if ((seed=dynamic_cast<AliTPCseed*>(calibObject))) break;
-   }
-   if (seed) tpcSeeds.AddAt(seed,i);
-   if (seed && track->GetTPCNcls() > 80) fDeDx->Fill(trackIn->GetP(), seed->CookdEdxNorm(0.05,0.45,0)); 
-  }
-  if (ntracks<2) return;
 
+}
 
-  // dE/dx,pt and ACORDE study --> studies which need the pair selection    
-  for (Int_t i=0;i<ntracks;++i) {
-    AliESDtrack *track1 = event->GetTrack(i);
-     
-    Double_t d1[3];
-    track1->GetDirection(d1);
-    
-    for (Int_t j=i+1;j<ntracks;++j) {
-     AliESDtrack *track2 = event->GetTrack(j);   
-     Double_t d2[3];
-     track2->GetDirection(d2);
-       
-     if (d1[0]*d2[0] + d1[1]*d2[1] + d1[2]*d2[2] < -0.999) {
-     
-      /*___________________________________ Pt resolution ________________________________________*/
-      if (track1->Pt() != 0 && track1->GetTPCNcls() > 80 && track2->GetTPCNcls() > 80) {
-       Double_t res = (track1->Pt() - track2->Pt());
-       res = res/(2*(track1->Pt() + track2->Pt()));
-       fPtResolution->Fill(100*res);
-      }
-      
-      /*_______________________________ Propagation to ACORDE ___________________________________*/
-      const Double_t AcordePlane = 850.; //distance of the central Acorde detectors to the beam line at y =0
-      const Double_t roof = 210.5; // distance from x =0 to end of magnet roof
-     
-      if (d1[1] > 0 && d2[1] < 0 && track1->GetTPCNcls() > 50) {        
-       Double_t r[3];
-       track1->GetXYZ(r);
-       Double_t x,z;
-       z = r[2] + (d1[2]/d1[1])*(AcordePlane - r[1]);
-       x = r[0] + (d1[0]/d1[1])*(AcordePlane - r[1]);
-       
-       if (x > roof) {
-        x = x - (x-roof)/(1 + TMath::Abs(TMath::Tan(track1->Phi())));
-        z = z - TMath::Abs(TMath::Tan(track1->Phi()))/TMath::Abs(TMath::Tan(track1->Theta()))*(x-roof)/(1 + TMath::Abs(TMath::Tan(track1->Phi())));
-       }
-       if (x < -roof) {
-        x = x - (x+roof)/(1 + TMath::Abs(TMath::Tan(track1->Phi())));
-        z = z -  TMath::Abs(TMath::Tan(track1->Phi()))/TMath::Abs(TMath::Tan(track1->Theta()))*(x+roof)/(1 + TMath::Abs(TMath::Tan(track1->Phi())));
-       }
-       
-       fModules->Fill(z, x);
-      }
-      
-      if (d2[1] > 0 && d1[1] < 0 && track2->GetTPCNcls() > 50) {
-       Double_t r[3];
-       track2->GetXYZ(r);
-       Double_t x,z;
-       z = r[2] + (d2[2]/d2[1])*(AcordePlane - r[1]);
-       x = r[0] + (d2[0]/d2[1])*(AcordePlane - r[1]);
-       
-       if (x > roof) {
-        x = x - (x-roof)/(1 + TMath::Abs(TMath::Tan(track2->Phi())));
-        z = z - TMath::Abs(TMath::Tan(track2->Phi()))/TMath::Abs(TMath::Tan(track2->Theta()))*(x-roof)/(1 + TMath::Abs(TMath::Tan(track2->Phi())));  
-       }
-       if (x < -roof) {
-        x = x - (x+roof)/(1 + TMath::Abs(TMath::Tan(track2->Phi())));
-       z = z -  TMath::Abs(TMath::Tan(track2->Phi()))/TMath::Abs(TMath::Tan(track2->Theta()))*(x+roof)/(1 + TMath::Abs(TMath::Tan(track2->Phi())));
-       }       
-       
-       fModules->Fill(z, x);
-      }
-      
-  //     AliExternalTrackParam * trackOut = new AliExternalTrackParam(*track2->GetOuterParam());
-//       AliTracker::PropagateTrackTo(trackOut,850.,105.658,30);
-//       delete trackOut;
-      
 
 
-      
+void AliTPCcalibCosmic::Analyze() {
+
+  fMIPvalue = CalculateMIPvalue(fDeDxMIP);
+
+  return;
+
+}
+
 
-      break;            
-     }     
-    }
-  }
-  
-  
-  
-  
-}    
 
 void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
   //
@@ -222,7 +172,7 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
   // Track0 is choosen in upper TPC part
   // Track1 is choosen in lower TPC part
   //
-  if (GetDebugLevel()>1) printf("Hallo world: Im here\n");
+  if (GetDebugLevel()>20) printf("Hallo world: Im here\n");
   AliESDfriend *ESDfriend=static_cast<AliESDfriend*>(event->FindListObject("AliESDfriend"));
   Int_t ntracks=event->GetNumberOfTracks(); 
   TObjArray  tpcSeeds(ntracks);
@@ -233,10 +183,14 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
   //
   //track loop
   //
-  for (Int_t i=0;i<ntracks;++i) { 
-   AliESDtrack *track = event->GetTrack(i); 
-   fClusters->Fill(track->GetTPCNcls());   
-   AliExternalTrackParam * trackIn = new AliExternalTrackParam(*track->GetInnerParam());
+  for (Int_t i=0;i<ntracks;++i) {
+   AliESDtrack *track = event->GetTrack(i);
+   fClusters->Fill(track->GetTPCNcls()); 
+  
+   const AliExternalTrackParam * trackIn = track->GetInnerParam();
+   const AliExternalTrackParam * trackOut = track->GetOuterParam();
+   if (!trackIn) continue;
+   if (!trackOut) continue;
    
    AliESDfriendTrack *friendTrack = ESDfriend->GetTrack(i);
    TObject *calibObject;
@@ -245,8 +199,23 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
      if ((seed=dynamic_cast<AliTPCseed*>(calibObject))) break;
    }
    if (seed) tpcSeeds.AddAt(seed,i);
-   if (seed && track->GetTPCNcls() > 80) fDeDx->Fill(trackIn->GetP(), seed->CookdEdxNorm(0.05,0.45,0)); 
+
+   Double_t meanP = 0.5*(trackIn->GetP() + trackOut->GetP());
+   if (seed && track->GetTPCNcls() > 80 + 60/(1+TMath::Exp(-meanP+5))) {
+     fDeDx->Fill(meanP, seed->CookdEdxNorm(0.0,0.45,0,0,159,fGainMap));
+     //
+     if (meanP > 0.4 && meanP < 0.45) fDeDxMIP->Fill(seed->CookdEdxNorm(0.0,0.45,0,0,159,fGainMap));
+     //
+     if (GetDebugLevel()>0&&meanP>0.2&&seed->CookdEdxNorm(0.0,0.45,0,0,159,fGainMap)>300) {
+       TFile *curfile = AliAnalysisManager::GetAnalysisManager()->GetTree()->GetCurrentFile();
+       if (curfile) printf(">>> p+ in file: %s \t event: %i \t Number of ESD tracks: %i \n", curfile->GetName(), (int)event->GetEventNumberInFile(), (int)ntracks);
+       if (track->GetOuterParam()->GetAlpha()<0) cout << " Polartiy: " << track->GetSign() << endl;
+     }
+
+   }
+
   }
+
   if (ntracks<2) return;
   //
   // Find pairs
@@ -257,8 +226,8 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
     if (!track0) continue;
     if (!track0->GetOuterParam()) continue;
     if (track0->GetOuterParam()->GetAlpha()<0) continue;
-    Double_t d1[3];
-    track0->GetDirection(d1);    
+    Double_t dir0[3];
+    track0->GetDirection(dir0);    
     for (Int_t j=0;j<ntracks;++j) {
       if (i==j) continue;
       AliESDtrack *track1 = event->GetTrack(j);   
@@ -267,16 +236,23 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
       if (!track1->GetOuterParam()) continue;
       if (track1->GetOuterParam()->GetAlpha()>0) continue;
       //
-      Double_t d2[3];
-      track1->GetDirection(d2);
-      printf("My stream level=%d\n",fStreamLevel);
+      Double_t dir1[3];
+      track1->GetDirection(dir1);
+      
       AliTPCseed * seed0 = (AliTPCseed*) tpcSeeds.At(i);
       AliTPCseed * seed1 = (AliTPCseed*) tpcSeeds.At(j);
       if (! seed0) continue;
       if (! seed1) continue;
-      Float_t dedx0 = seed0->CookdEdxNorm(0.05,0.55,0);
-      Float_t dedx1 = seed1->CookdEdxNorm(0.05,0.55,0);
-      Float_t dir = (d1[0]*d2[0] + d1[1]*d2[1] + d1[2]*d2[2]);
+      Float_t dedx0 = seed0->CookdEdxNorm(0.05,0.55,0,0,159,fGainMap);
+      Float_t dedx1 = seed1->CookdEdxNorm(0.05,0.55,0,0,159,fGainMap);
+      //
+      Float_t dedx0I = seed0->CookdEdxNorm(0.05,0.55,0,0,63,fGainMap);
+      Float_t dedx1I = seed1->CookdEdxNorm(0.05,0.55,0,0,63,fGainMap);
+      //
+      Float_t dedx0O = seed0->CookdEdxNorm(0.05,0.55,0,64,159,fGainMap);
+      Float_t dedx1O = seed1->CookdEdxNorm(0.05,0.55,0,64,159,fGainMap);
+      //
+      Float_t dir = (dir0[0]*dir1[0] + dir0[1]*dir1[1] + dir0[2]*dir1[2]);
       Float_t d0  = track0->GetLinearD(0,0);
       Float_t d1  = track1->GetLinearD(0,0);
       //
@@ -317,19 +293,41 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
       param1.GetXYZ(xyz1);
       Bool_t isPair = IsPair(&param0,&param1);
       //
+      if (isPair) FillAcordeHist(track0);
+      //
       if (fStreamLevel>0){
        TTreeSRedirector * cstream =  GetDebugStreamer();
        printf("My stream=%p\n",(void*)cstream);
+       AliExternalTrackParam *ip0 = (AliExternalTrackParam *)track0->GetInnerParam();
+       AliExternalTrackParam *ip1 = (AliExternalTrackParam *)track1->GetInnerParam();
+       AliExternalTrackParam *op0 = (AliExternalTrackParam *)track0->GetOuterParam();
+       AliExternalTrackParam *op1 = (AliExternalTrackParam *)track1->GetOuterParam();
+       Bool_t isCrossI = ip0->GetZ()*ip1->GetZ()<0;
+       Bool_t isCrossO = op0->GetZ()*op1->GetZ()<0;
+       Double_t alpha0 = TMath::ATan2(dir0[1],dir0[0]);
+       Double_t alpha1 = TMath::ATan2(dir1[1],dir1[0]);
+       Int_t runNr = event->GetRunNumber();
+       UInt_t time = event->GetTimeStamp();
        if (cstream) {
          (*cstream) << "Track0" <<
+           "runNr="<<runNr<<           //  run number
+           "time="<<time<<             //  time stamp of event
            "dir="<<dir<<               //  direction
-           "OK="<<isPair<<             // will be accepted
+           "OK="<<isPair<<             //  will be accepted
            "b0="<<b0<<                 //  propagate status
            "b1="<<b1<<                 //  propagate status
+           "crossI="<<isCrossI<<       //  cross inner
+           "crossO="<<isCrossO<<       //  cross outer
+           //
            "Orig0.=" << track0 <<      //  original track  0
            "Orig1.=" << track1 <<      //  original track  1
            "Tr0.="<<&param0<<          //  track propagated to the DCA 0,0
            "Tr1.="<<&param1<<          //  track propagated to the DCA 0,0        
+           "Ip0.="<<ip0<<              //  inner param - upper
+           "Ip1.="<<ip1<<              //  inner param - lower
+           "Op0.="<<op0<<              //  outer param - upper
+           "Op1.="<<op1<<              //  outer param - lower
+           //
            "v00="<<dvertex0[0]<<       //  distance using kalman
            "v01="<<dvertex0[1]<<       // 
            "v10="<<dvertex1[0]<<       //
@@ -337,18 +335,38 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
            "d0="<<d0<<                 //  linear distance to 0,0
            "d1="<<d1<<                 //  linear distance to 0,0
            //
-           "x00="<<xyz0[0]<<
+           //
+           //
+           "x00="<<xyz0[0]<<           // global position close to vertex
            "x01="<<xyz0[1]<<
            "x02="<<xyz0[2]<<
            //
-           "x10="<<xyz1[0]<<
+           "x10="<<xyz1[0]<<           // global position close to vertex
            "x11="<<xyz1[1]<<
            "x12="<<xyz1[2]<<
            //
-           "Seed0.=" << track0 <<      //  original seed 0
-           "Seed1.=" << track1 <<      //  original seed 1
-           "dedx0="<<dedx0<<           //  dedx0
-           "dedx1="<<dedx1<<           //  dedx1
+           "alpha0="<<alpha0<<
+           "alpha1="<<alpha1<<
+           "dir00="<<dir0[0]<<           // direction upper
+           "dir01="<<dir0[1]<<
+           "dir02="<<dir0[2]<<
+           //
+           "dir10="<<dir1[0]<<           // direction lower
+           "dir11="<<dir1[1]<<
+           "dir12="<<dir1[2]<<
+           //
+           //
+           "Seed0.=" << seed0 <<       //  original seed 0
+           "Seed1.=" << seed1 <<       //  original seed 1
+           //
+           "dedx0="<<dedx0<<           //  dedx0 - all
+           "dedx1="<<dedx1<<           //  dedx1 - all
+           //
+           "dedx0I="<<dedx0I<<         //  dedx0 - inner ROC
+           "dedx1I="<<dedx1I<<         //  dedx1 - inner ROC
+           //
+           "dedx0O="<<dedx0O<<         //  dedx0 - outer ROC
+           "dedx1O="<<dedx1O<<         //  dedx1 - outer ROC
            "\n";
        }
       }      
@@ -356,24 +374,65 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
   }  
 }    
 
-/*
 
 
-void AliTPCcalibCosmic::dEdxCorrection(){
-  TCut cutT("cutT","abs(Tr1.fP[3]+Tr0.fP[3])<0.03")
-  TCut cutD("cutD","abs(Tr0.fP[0]+Tr1.fP[0])<5")
-  TCut cutPt("cutPt","abs(Tr1.fP[4]+Tr0.fP[4])<1&&abs(Tr0.fP[4])+abs(Tr1.fP[4])<10");
 
+void  AliTPCcalibCosmic::FillAcordeHist(AliESDtrack *upperTrack) {
+
+  // Pt cut to select straight tracks which can be easily propagated to ACORDE which is outside the magnetic field
+  if (upperTrack->Pt() < 10 || upperTrack->GetTPCNcls() < 80) return;
+    
+  const Double_t AcordePlane = 850.; // distance of the central Acorde detectors to the beam line at y =0
+  const Double_t roof = 210.5;       // distance from x =0 to end of magnet roof
+
+  Double_t r[3];
+  upperTrack->GetXYZ(r);
+  Double_t d[3];
+  upperTrack->GetDirection(d);
+  Double_t x,z;
+  z = r[2] + (d[2]/d[1])*(AcordePlane - r[1]);
+  x = r[0] + (d[0]/d[1])*(AcordePlane - r[1]);
+  
+  if (x > roof) {
+    x = r[0] + (d[0]/(d[0]+d[1]))*(AcordePlane+roof-r[0]-r[1]);
+    z = r[2] + (d[2]/(d[0]+d[1]))*(AcordePlane+roof-r[0]-r[1]);
+  }
+  if (x < -roof) {
+    x = r[0] + (d[0]/(d[1]-d[0]))*(AcordePlane+roof+r[0]-r[1]);              
+    z = r[2] + (d[2]/(d[1]-d[0]))*(AcordePlane+roof+r[0]-r[1]);
+  } 
+
+  fModules->Fill(z, x);
 }
 
-*/
 
 
+Long64_t AliTPCcalibCosmic::Merge(TCollection *li) {
+
+  TIterator* iter = li->MakeIterator();
+  AliTPCcalibCosmic* cal = 0;
 
-Long64_t AliTPCcalibCosmic::Merge(TCollection */*li*/) {
+  while ((cal = (AliTPCcalibCosmic*)iter->Next())) {
+    if (!cal->InheritsFrom(AliTPCcalibCosmic::Class())) {
+      Error("Merge","Attempt to add object of class %s to a %s", cal->ClassName(), this->ClassName());
+      return -1;
+    }
+    
+    fHistNTracks->Add(cal->GetHistNTracks());
+    fClusters->Add(cal-> GetHistClusters());
+    fModules->Add(cal->GetHistAcorde());
+    fHistPt->Add(cal->GetHistPt());
+    fDeDx->Add(cal->GetHistDeDx());
+    fDeDxMIP->Add(cal->GetHistMIP());
+  
+  }
+  
+  return 0;
   
 }
 
+
 Bool_t  AliTPCcalibCosmic::IsPair(AliExternalTrackParam *tr0, AliExternalTrackParam *tr1){
   //
   //
@@ -402,8 +461,32 @@ Bool_t  AliTPCcalibCosmic::IsPair(AliExternalTrackParam *tr0, AliExternalTrackPa
   //
   return kTRUE;  
 }
+
+
+Double_t AliTPCcalibCosmic::CalculateMIPvalue(TH1F * hist) {
+
+  TF1 * funcDoubleGaus = new TF1("funcDoubleGaus", "gaus(0)+gaus(3)",0,1000);
+  funcDoubleGaus->SetParameters(hist->GetEntries()*0.75,hist->GetMean()/1.3,hist->GetMean()*0.10,
+                               hist->GetEntries()*0.25,hist->GetMean()*1.3,hist->GetMean()*0.10);
+  hist->Fit(funcDoubleGaus);
+  Double_t MIPvalue = TMath::Min(funcDoubleGaus->GetParameter(1),funcDoubleGaus->GetParameter(4));
+
+  delete funcDoubleGaus;
+
+  return MIPvalue;
+
+}
+
+
 
 
+void AliTPCcalibCosmic::CalculateBetheParams(TH2F *hist, Double_t * initialParam) {
+
+  return;
+
+}
+
 
 void AliTPCcalibCosmic::BinLogX(TH1 *h) {
 
@@ -427,3 +510,255 @@ void AliTPCcalibCosmic::BinLogX(TH1 *h) {
   
 }
 
+AliExternalTrackParam *AliTPCcalibCosmic::Invert(AliExternalTrackParam *input)
+{
+  //
+  // Invert paramerameter  - not covariance yet
+  //
+  AliExternalTrackParam *output = new AliExternalTrackParam(*input);
+  Double_t * param = (Double_t*)output->GetParameter();
+  param[0]*=-1;
+  param[3]*=-1;
+  param[4]*=-1;
+  //
+  return output;
+}
+
+/*
+
+void Init(){
+  
+.x ~/UliStyle.C
+.x ~/rootlogon.C
+gSystem->Load("libSTAT.so");
+gSystem->Load("libANALYSIS");
+gSystem->Load("libTPCcalib");
+gSystem->AddIncludePath("-I$ALICE_ROOT/TPC/macros");
+
+gROOT->LoadMacro("$ALICE_ROOT/TPC/macros/AliXRDPROOFtoolkit.cxx+")
+AliXRDPROOFtoolkit tool; 
+TChain * chain = tool.MakeChain("cosmic.txt","Track0",0,1000000);
+chain->Lookup();
+
+TCut cutT("cutT","abs(Tr1.fP[3]+Tr0.fP[3])<0.01");  // OK
+TCut cutD("cutD","abs(Tr0.fP[0]+Tr1.fP[0])<2");     // OK
+TCut cutP1("cutP1","abs(Tr0.fP[1]-Tr1.fP[1])<4");   // OK
+TCut cutPt("cutPt","abs(Tr1.fP[4]+Tr0.fP[4])<0.1&&abs(Tr0.fP[4])+abs(Tr1.fP[4])<10");
+TCut cutN("cutN","min(Orig0.fTPCncls,Orig1.fTPCncls)>100");
+TCut cutA=cutT+cutD+cutPt+cutN+cutP1;
+
+TCut cutS("cutS","Orig0.fIp.fP[1]*Orig1.fIp.fP[1]>0");
+
+//
+chain->Draw(">>listEL",cutA,"entryList");
+TEntryList *elist = (TEntryList*)gDirectory->Get("listEL");
+chain->SetEntryList(elist);
+//
+chain->Draw(">>listV40Z100","abs(d0)<40&&abs(v01)<100","entryList");
+TEntryList *elistV40Z100 = (TEntryList*)gDirectory->Get("listV40Z100");
+chain->SetEntryList(elistV40Z100);
+
+//
+// Aliases
+//
+chain->SetAlias("side","(-1+(Tr0.fP[1]>0)*2)");
+chain->SetAlias("hpt","abs(Tr0.fP[4])<0.2");
+chain->SetAlias("dtheta","(Tr0.fP[3]+Tr1.fP[3])");
+chain->SetAlias("mtheta","(Tr0.fP[3]-Tr1.fP[3])*0.5")
+chain->SetAlias("sa","(sin(Tr0.fAlpha+0.))");
+chain->SetAlias("ca","(cos(Tr0.fAlpha+0.))");
+
+}
+
+
+*/
+
+
+/*
+void MatchTheta(){
+
+TStatToolkit toolkit;
+Double_t chi2=0;
+Int_t    npoints=0;
+TVectorD fitParamA0;
+TVectorD fitParamA1;
+TVectorD fitParamC0;
+TVectorD fitParamC1;
+TMatrixD covMatrix;
+
+
+TString fstring="";
+// 
+fstring+="ca++";
+fstring+="sa++";
+fstring+="ca*mtheta++";
+fstring+="sa*mtheta++";
+fstring+="side++";
+fstring+="side*ca++";
+fstring+="side*sa++";
+fstring+="side*ca*mtheta++";
+fstring+="side*sa*mtheta++";
+
+
+TString *strTheta0 = toolkit.FitPlane(chain,"dtheta",fstring->Data(), "hpt"+cutS, chi2,npoints,fitParamA0,covMatrix,0.8);
+chain->SetAlias("dtheta0",strTheta0.Data());
+strTheta0->Tokenize("+")->Print();
+
+
+//fstring+="mtheta++";
+//fstring+="mtheta^2++";
+//fstring+="ca*mtheta^2++";
+//fstring+="sa*mtheta^2++";
+
+
+
+}
+
+*/
+
+
+
+
+/*
+ void PosCorrection()
+
+
+ TStatToolkit toolkit;
+ Double_t chi2=0;
+ Int_t    npoints=0;
+ TVectorD fitParam;
+ TMatrixD covMatrix;
+ //Theta
+chain->SetAlias("dthe","(Tr0.fP[3]+Tr1.fP[3])");
+chain->SetAlias("sign","(-1+(Tr0.fP[1]>0)*2)");
+chain->SetAlias("di","(1-abs(Tr0.fP[1])/250)");
+//
+//
+TString strFit="";
+//
+strFit+="sign++";                              //1
+strFit+="Tr0.fP[3]++";                         //2
+// 
+strFit+="sin(Tr0.fAlpha)*(Tr0.fP[1]>0)++";     //3
+strFit+="sin(Tr0.fAlpha)*(Tr0.fP[1]<0)++";     //4
+//
+strFit+="cos(Tr0.fAlpha)*(Tr0.fP[1]>0)++";     //5
+strFit+="cos(Tr0.fAlpha)*(Tr0.fP[1]<0)++";     //6  
+//
+strFit+="sin(Tr0.fAlpha)*Tr0.fP[3]++";         //7
+strFit+="cos(Tr0.fAlpha)*Tr0.fP[3]++";         //8
+ //                                        
+ TString * thetaParam = toolkit.FitPlane(chain,"dthe", strFit.Data(),"1", chi2,npoints,fitParam,covMatrix,0.8,0,10000)
+ chain->SetAlias("corTheta",thetaParam->Data());
+ chain->Draw("dthe:Tr0.fP[1]","","",50000);
+
+
+
+*/
+
+
+
+/*
+
+void AliTPCcalibCosmic::dEdxCorrection(){
+  TCut cutT("cutT","abs(Tr1.fP[3]+Tr0.fP[3])<0.01");  // OK
+  TCut cutD("cutD","abs(Tr0.fP[0]+Tr1.fP[0])<2");     // OK
+  TCut cutPt("cutPt","abs(Tr1.fP[4]+Tr0.fP[4])<0.1&&abs(Tr0.fP[4])+abs(Tr1.fP[4])<10");
+  TCut cutN("cutN","min(Orig0.fTPCncls,Orig1.fTPCncls)>100");
+  TCut cutS("cutS","Orig0.fIp.fP[1]*Orig1.fIp.fP[1]>0");
+  TCut cutA=cutT+cutD+cutPt+cutN+cutS;
+
+
+ .x ~/UliStyle.C
+  gSystem->Load("libANALYSIS");
+  gSystem->Load("libTPCcalib");
+  gSystem->AddIncludePath("-I$ALICE_ROOT/TPC/macros");
+  gROOT->LoadMacro("$ALICE_ROOT/TPC/macros/AliXRDPROOFtoolkit.cxx+")
+ AliXRDPROOFtoolkit tool; 
+  TChain * chain = tool.MakeChain("cosmic.txt","Track0",0,1000000);
+  chain->Lookup();
+  
+  chain->Draw(">>listEL",cutA,"entryList");
+  TEntryList *elist = (TEntryList*)gDirectory->Get("listEL");
+  chain->SetEntryList(elist);
+
+  .x ~/rootlogon.C
+   gSystem->Load("libSTAT.so");
+   TStatToolkit toolkit;
+  Double_t chi2=0;
+  Int_t    npoints=0;
+  TVectorD fitParam;
+  TMatrixD covMatrix;
+  
+  chain->Draw("Tr0.fP[4]+Tr1.fP[4]","OK"+cutA);
+  
+  TString strFit;
+  strFit+="(Tr0.fP[1]/250)++";
+  strFit+="(Tr0.fP[1]/250)^2++";
+  strFit+="(Tr0.fP[3])++";
+  strFit+="(Tr0.fP[3])^2++";
+
+  TString * ptParam = TStatToolkit::FitPlane(chain,"Tr0.fP[4]+Tr1.fP[4]", strFit.Data(),"1", chi2,npoints,fitParam,covMatrix) 
+
+
+
+*/
+
+
+/*
+gSystem->Load("libANALYSIS");
+gSystem->Load("libSTAT");
+gSystem->Load("libTPCcalib");
+
+TStatToolkit toolkit;
+Double_t chi2;
+TVectorD fitParam;
+TMatrixD covMatrix;
+Int_t npoints;
+//
+TCut cutT("cutT","abs(Tr1.fP[3]+Tr0.fP[3])<0.03");  // OK
+TCut cutD("cutD","abs(Tr0.fP[0]+Tr1.fP[0])<5");     // OK
+TCut cutPt("cutPt","abs(Tr1.fP[4]+Tr0.fP[4])<0.2&&abs(Tr0.fP[4])+abs(Tr1.fP[4])<10");
+TCut cutN("cutN","min(Orig0.fTPCncls,Orig1.fTPCncls)>110");
+TCut cutA="abs(norm-1)<0.3"+cutT+cutD+cutPt+cutN;
+
+
+
+TTree * chain = Track0;
+
+
+chain->SetAlias("norm","signalTot0.fElements[3]/signalTot1.fElements[3]");
+//
+chain->SetAlias("dr1","(signalTot0.fElements[1]/signalTot0.fElements[3])");
+chain->SetAlias("dr2","(signalTot0.fElements[2]/signalTot0.fElements[3])");
+chain->SetAlias("dr4","(signalTot0.fElements[4]/signalTot0.fElements[3])");
+chain->SetAlias("dr5","(signalTot0.fElements[5]/signalTot0.fElements[3])");
+
+TString fstring="";  
+fstring+="dr1++";
+fstring+="dr2++";
+fstring+="dr4++";
+fstring+="dr5++";
+//
+fstring+="dr1*dr2++";
+fstring+="dr1*dr4++";
+fstring+="dr1*dr5++";
+fstring+="dr2*dr4++";
+fstring+="dr2*dr5++";
+fstring+="dr4*dr5++";
+
+
+
+TString *strqdedx = toolkit.FitPlane(chain,"norm",fstring->Data(), cutA, chi2,npoints,fitParam,covMatrix,-1,0,200000);
+  
+chain->SetAlias("corQT",strqdedx->Data());
+
+*/
+
+