]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - TPC/AliTPCcalibCosmic.cxx
Updated flags for low flux case (A. Dainese)
[u/mrichter/AliRoot.git] / TPC / AliTPCcalibCosmic.cxx
index 42b0f5a5b420b013529897ffa486a35df22d3226..f966af5681cb37221a75d90bd512082fa908e840 100644 (file)
@@ -14,7 +14,7 @@
  **************************************************************************/
 
 /*
-    Comments to be written here:
+    Comments to be written here: 
     1. What do we calibrate.
     2. How to interpret results
     3. Simple example
@@ -64,7 +64,7 @@
 #include "AliLog.h"
 
 #include "AliTPCcalibCosmic.h"
-
+#include "AliExternalComparison.h"
 #include "TTreeStream.h"
 #include "AliTPCTracklet.h"
 
@@ -82,6 +82,7 @@ AliTPCcalibCosmic::AliTPCcalibCosmic()
    fDeDxMIP(0),
    fMIPvalue(1), 
    fCutMaxD(5),        // maximal distance in rfi ditection
+   fCutMaxDz(40),      // maximal distance in z ditection
    fCutTheta(0.03),    // maximal distan theta
    fCutMinDir(-0.99)   // direction vector products
 {  
@@ -99,14 +100,13 @@ AliTPCcalibCosmic::AliTPCcalibCosmic(const Text_t *name, const Text_t *title)
    fDeDx(0),
    fDeDxMIP(0),
    fMIPvalue(1),
-   fCutMaxD(5),        // maximal distance in rfi ditection
+   fCutMaxD(5),        // maximal distance in rfi ditection 
+   fCutMaxDz(40),      // maximal distance in z ditection
    fCutTheta(0.03),    // maximal distan theta
    fCutMinDir(-0.99)   // direction vector products
 {  
   SetName(name);
   SetTitle(title);
-  AliMagFMaps * field = new AliMagFMaps("dummy1", "dummy2",0,5,0);
-  AliTracker::SetFieldMap(field, kTRUE);  
 
   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);
@@ -144,6 +144,7 @@ void AliTPCcalibCosmic::Process(AliESDEvent *event) {
    return;
   }
    
+
   FindPairs(event); // nearly everything takes place in find pairs...
 
   if (GetDebugLevel()>20) printf("Hallo world: Im here and processing an event\n");
@@ -191,7 +192,9 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
    const AliExternalTrackParam * trackOut = track->GetOuterParam();
    if (!trackIn) continue;
    if (!trackOut) continue;
-   
+   if (ntracks>4 && TMath::Abs(trackIn->GetTgl())<0.0015) continue;  // filter laser 
+
+
    AliESDfriendTrack *friendTrack = ESDfriend->GetTrack(i);
    TObject *calibObject;
    AliTPCseed *seed = 0;
@@ -226,8 +229,8 @@ 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);   
@@ -236,8 +239,8 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
       if (!track1->GetOuterParam()) continue;
       if (track1->GetOuterParam()->GetAlpha()>0) continue;
       //
-      Double_t d2[3];
-      track1->GetDirection(d2);
+      Double_t dir1[3];
+      track1->GetDirection(dir1);
       
       AliTPCseed * seed0 = (AliTPCseed*) tpcSeeds.At(i);
       AliTPCseed * seed1 = (AliTPCseed*) tpcSeeds.At(j);
@@ -252,7 +255,7 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
       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 = (d1[0]*d2[0] + d1[1]*d2[1] + d1[2]*d2[2]);
+      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);
       //
@@ -286,6 +289,7 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
       //      
       param0.GetDZ(0,0,0,bz,dvertex0);
       param1.GetDZ(0,0,0,bz,dvertex1);
+      if (TMath::Abs(param0.GetZ()-param1.GetZ())>fCutMaxDz) continue;
       //
       Double_t xyz0[3];//,pxyz0[3];
       Double_t xyz1[3];//,pxyz1[3];
@@ -297,17 +301,38 @@ void AliTPCcalibCosmic::FindPairs(AliESDEvent *event) {
       //
       if (fStreamLevel>0){
        TTreeSRedirector * cstream =  GetDebugStreamer();
-       printf("My stream=%p\n",(void*)cstream);
+       //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]);
        if (cstream) {
          (*cstream) << "Track0" <<
+           "run="<<fRun<<              //  run number
+           "event="<<fEvent<<          //  event number
+           "time="<<fTime<<            //  time stamp of event
+           "trigger="<<fTrigger<<      //  trigger
+           "mag="<<fMagF<<             //  magnetic field
            "dir="<<dir<<               //  direction
            "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]<<       //
@@ -315,14 +340,27 @@ 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]<<
            //
+           "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
            //
@@ -382,7 +420,7 @@ 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());
+      //Error("Merge","Attempt to add object of class %s to a %s", cal->ClassName(), this->ClassName());
       return -1;
     }
     
@@ -420,7 +458,9 @@ Bool_t  AliTPCcalibCosmic::IsPair(AliExternalTrackParam *tr0, AliExternalTrackPa
   const Double_t *p0 = tr0->GetParameter();
   const Double_t *p1 = tr1->GetParameter();
   if (TMath::Abs(p0[3]+p1[3])>fCutTheta) return kFALSE;
+  if (TMath::Abs(p0[1]-p1[1])>fCutMaxDz) return kFALSE;
   if (TMath::Abs(p0[0]+p1[0])>fCutMaxD)  return kFALSE;
+  
   Double_t d0[3], d1[3];
   tr0->GetDirection(d0);    
   tr1->GetDirection(d1);       
@@ -448,8 +488,10 @@ Double_t AliTPCcalibCosmic::CalculateMIPvalue(TH1F * hist) {
 
 
 
-void AliTPCcalibCosmic::CalculateBetheParams(TH2F *hist, Double_t * initialParam) {
-
+void AliTPCcalibCosmic::CalculateBetheParams(TH2F */*hist*/, Double_t * /*initialParam*/) {
+  //
+  // Not implemented yet
+  //
   return;
 
 }
@@ -477,17 +519,480 @@ 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;
+}
+
+AliExternalTrackParam *AliTPCcalibCosmic::MakeTrack(const AliExternalTrackParam *track0, const AliExternalTrackParam *track1){
+  //
+  // 
+  //
+  AliExternalTrackParam *par1R= new AliExternalTrackParam(*track1);
+  par1R->Rotate(track0->GetAlpha());
+  //
+  //
+  Double_t * param = (Double_t*)par1R->GetParameter();
+  Double_t * covar = (Double_t*)par1R->GetCovariance();
+  param[0]*=1;  //OK
+  param[1]*=1;  //OK
+  param[2]*=1;  //?
+  param[3]*=-1; //OK
+  param[4]*=-1; //OK
+  //
+  covar[6] *=-1.; covar[7] *=-1.; covar[8] *=-1.;
+  //covar[10]*=-1.; covar[11]*=-1.; covar[12]*=-1.;
+  covar[13]*=-1.;
+  par1R->PropagateTo(track0->GetX(),0); // bz shold be set -
+  //if (1){
+  //  printf("Print param\n");
+  //  track1->Print();
+  //  par1R->Print();
+  //}
+  return par1R;
+}
+
+void AliTPCcalibCosmic::UpdateTrack(AliExternalTrackParam &track1, const AliExternalTrackParam &track2){
+  //
+  // Update track 1 with track 2
+  //
+  //
+  //
+  TMatrixD vecXk(5,1);    // X vector
+  TMatrixD covXk(5,5);    // X covariance 
+  TMatrixD matHk(5,5);    // vector to mesurement
+  TMatrixD measR(5,5);    // measurement error 
+  TMatrixD vecZk(5,1);    // measurement
+  //
+  TMatrixD vecYk(5,1);    // Innovation or measurement residual
+  TMatrixD matHkT(5,5);
+  TMatrixD matSk(5,5);    // Innovation (or residual) covariance
+  TMatrixD matKk(5,5);    // Optimal Kalman gain
+  TMatrixD mat1(5,5);     // update covariance matrix
+  TMatrixD covXk2(5,5);   // 
+  TMatrixD covOut(5,5);
+  //
+  Double_t *param1=(Double_t*) track1.GetParameter();
+  Double_t *covar1=(Double_t*) track1.GetCovariance();
+  Double_t *param2=(Double_t*) track2.GetParameter();
+  Double_t *covar2=(Double_t*) track2.GetCovariance();
+  //
+  // copy data to the matrix
+  for (Int_t ipar=0; ipar<5; ipar++){
+    vecXk(ipar,0) = param1[ipar];
+    vecZk(ipar,0) = param2[ipar];
+    for (Int_t jpar=0; jpar<5; jpar++){
+      covXk(ipar,jpar) = covar1[track1.GetIndex(ipar, jpar)];
+      measR(ipar,jpar) = covar2[track2.GetIndex(ipar, jpar)];
+    }
+  }
+  //
+  //
+  //
+  //
+  matHk(0,0)=1; matHk(1,1)= 1; matHk(2,2)= 1;  
+  matHk(3,3)= 1;    matHk(4,4)= 1;           // vector to measurement
+  //
+  vecYk = vecZk-matHk*vecXk;                 // Innovation or measurement residual
+  matHkT=matHk.T(); matHk.T();
+  matSk = (matHk*(covXk*matHkT))+measR;      // Innovation (or residual) covariance
+  matSk.Invert();
+  matKk = (covXk*matHkT)*matSk;              //  Optimal Kalman gain
+  vecXk += matKk*vecYk;                      //  updated vector 
+  mat1(0,0)=1; mat1(1,1)=1; mat1(2,2)=1; mat1(3,3)=1; mat1(4,4)=1;
+  covXk2 = (mat1-(matKk*matHk));
+  covOut =  covXk2*covXk; 
+  //
+  //
+  //
+  // copy from matrix to parameters
+  if (0) {
+    vecXk.Print();
+    vecZk.Print();
+    //
+    measR.Print();
+    covXk.Print();
+    covOut.Print();
+    //
+    track1.Print();
+    track2.Print();
+  }
+
+  for (Int_t ipar=0; ipar<5; ipar++){
+    param1[ipar]= vecXk(ipar,0) ;
+    for (Int_t jpar=0; jpar<5; jpar++){
+      covar1[track1.GetIndex(ipar, jpar)]=covOut(ipar,jpar);
+    }
+  }
+}
+
+void AliTPCcalibCosmic::ProcessTree(TTree * chainTracklet, AliExternalComparison *comp){
+  //
+  // Process the debug streamer tree
+  // Possible to modify selection criteria
+  //
+  TTreeSRedirector * cstream = new TTreeSRedirector("cosmicdump.root");
+  //AliTPCcalibCosmic *cosmic = this;
+  //
+  AliExternalTrackParam * tr0 = 0;
+  AliExternalTrackParam * tr1 = 0;  
+  Int_t npoints =0;
+  {
+    Int_t entries=chainTracklet->GetEntries();
+    for (Int_t i=0; i< entries; i++){
+      chainTracklet->GetBranch("Tr0.")->SetAddress(&tr0);
+      chainTracklet->GetBranch("Tr1.")->SetAddress(&tr1);
+      chainTracklet->GetEntry(i);
+      if (!tr0) continue;
+      if (!tr1) continue;
+      if (tr0->GetY()==0) continue;
+      if (tr1->GetY()==0) continue;
+      // make a local copy
+      AliExternalTrackParam par0(*tr0);
+      AliExternalTrackParam par1(*tr1);
+      AliExternalTrackParam par1R(*tr1);
+      par1R.Rotate(par1.GetAlpha()+TMath::Pi());
+      AliExternalTrackParam *par1T = MakeTrack(tr0,tr1);
+      if (0) {
+       printf("%d\t%d\t\n",i, npoints);
+       par1R.Print();
+       par1T->Print();
+      }
+      AliExternalTrackParam par0U=par0;
+      AliExternalTrackParam par1U=*par1T;
+      //
+      UpdateTrack(par0U,*par1T);
+      UpdateTrack(par1U,par0);
+      //
+      //
+      if (i%100==0) printf("%d\t%d\tt\n",i, npoints);
+      Bool_t accept =   comp->AcceptPair(&par0,par1T);  
+
+      if (1||fStreamLevel>0){
+       (*cstream)<<"Tracklet"<<
+         "accept="<<accept<<
+         "tr0.="<<&par0<<       //original track  up
+         "tr1.="<<&par1<<       //original track  down
+         "tr1R.="<<&par1R<<     //track1 rotated to  0 frame 
+         "tr1T.="<<par1T<<      //track1 transformed to the track 0 frame 
+         //
+         "tr0U.="<<&par0U<<     //track 0 updated with track 1
+         "tr1U.="<<&par1U<<     //track 1 updated with track 0 
+         "\n";
+      }
+      //
+      if (accept) {
+       npoints++;
+       if (comp) comp->Process(&par0,par1T);
+      }
+      delete par1T;
+    }
+  }
+  delete cstream;
+}
+
+
+
+
+
+
+
+/*
+
+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 * chainCosmic = tool.MakeChain("cosmic.txt","Track0",0,1000000);
+chainCosmic->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])<20");   // 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)>50");
+TCut cutM("cutM","abs(mag)>0.01");
+TCut cutA=cutT+cutD+cutPt+cutN+cutP1+"trigger!=16";
+
+TCut cuthpt("abs(Tr0.fP[4])+abs(Tr1.fP[4])<0.2");
+TCut cutS("cutS","Orig0.fIp.fP[1]*Orig1.fIp.fP[1]>0");
+
+//
+chainCosmic->Draw(">>listELP",cutA,"entryList");
+//TEntryList *elist = (TEntryList*)gDirectory->Get("listEL");
+//TEntryList *elist = (TEntryList*)gProof->GetOutputList()->At(1);
+chainCosmic->SetEntryList(elist);
+//
+chainCosmic->Draw(">>listV40Z100","abs(d0)<40&&abs(v01)<100","entryList");
+TEntryList *elistV40Z100 = (TEntryList*)gDirectory->Get("listV40Z100");
+chainCosmic->SetEntryList(elistV40Z100);
+
+//
+// Aliases
+//
+chainCosmic->SetAlias("side","(-1+(Tr0.fP[1]>0)*2)");
+chainCosmic->SetAlias("hpt","abs(Tr0.fP[4])<0.2");
+chainCosmic->SetAlias("signy","(-1+(Tr0.fP[0]>0)*2)");
+
+chainCosmic->SetAlias("dy","Tr0.fP[0]+Tr1.fP[0]");
+chainCosmic->SetAlias("dz","Tr0.fP[1]-Tr1.fP[1]");
+chainCosmic->SetAlias("d1pt","Tr0.fP[4]+Tr1.fP[4]");
+chainCosmic->SetAlias("dtheta","(Tr0.fP[3]+Tr1.fP[3])");
+chainCosmic->SetAlias("dphi","(Tr0.fAlpha-Tr1.fAlpha-pi)");
+
+chainCosmic->SetAlias("mtheta","(Tr0.fP[3]-Tr1.fP[3])*0.5")
+chainCosmic->SetAlias("sa","(sin(Tr0.fAlpha+0.))");
+chainCosmic->SetAlias("ca","(cos(Tr0.fAlpha+0.))");
+
+
+
+chainCosmic->Draw("dy:sqrt(abs(Tr0.fP[4]))>>hisdyA(5,0,1,50,-1,1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]>0");
+hisdyA->FitSlicesY();
+hisdyA_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdyA_2->SetYTitle("#sigma_{y}(cm)");
+hisdyA_2->SetTitle("Cosmic - Y matching");
+hisdyA_2->SetMaximum(0.5);
+
+
+chainCosmic->Draw("dy:sqrt(abs(Tr0.fP[4]))>>hisdyC(5,0,1,50,-1,1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]<0");
+hisdyC->FitSlicesY();
+hisdyC_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdyC_2->SetYTitle("#sigma_{y}(cm)");
+hisdyC_2->SetTitle("Cosmic - Y matching");
+hisdyC_2->SetMaximum(1);
+hisdyC_2->SetMinimum(0);
+hisdyC_2->SetMarkerStyle(22);
+hisdyA_2->SetMarkerStyle(21);
+hisdyC_2->SetMarkerSize(1.5);
+hisdyA_2->SetMarkerSize(1.5);
+hisdyC_2->Draw();
+hisdyA_2->Draw("same");
+gPad->SaveAs("~/Calibration/Cosmic/pic/ymatching.gif")
+
+chainCosmic->Draw("dz:sqrt(abs(Tr0.fP[4]))>>hisdzA(5,0,1,50,-1,1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]>0");
+hisdzA->FitSlicesY();
+hisdzA_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdzA_2->SetYTitle("#sigma_{z}(cm)");
+hisdzA_2->SetTitle("Cosmic - Z matching - A side ");
+hisdzA_2->SetMaximum(0.5);
+
+chainCosmic->Draw("dz:sqrt(abs(Tr0.fP[4]))>>hisdzC(5,0,1,50,-1,1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]<0");
+hisdzC->FitSlicesY();
+hisdzC_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdzC_2->SetYTitle("#sigma_{z}(cm)");
+hisdzC_2->SetTitle("Cosmic - Z matching");
+hisdzC_2->SetMaximum(0.5);
+hisdzC_2->SetMarkerStyle(22);
+hisdzA_2->SetMarkerStyle(21);
+hisdzC_2->SetMarkerSize(1.5);
+hisdzA_2->SetMarkerSize(1.5);
+
+hisdzC_2->Draw();
+hisdzA_2->Draw("same");
+
+
+//
+// PICTURE 1/pt
+//
+chainCosmic->Draw("d1pt:sqrt(abs(Tr0.fP[4]))>>hisd1ptA(5,0,1,30,-0.1,0.1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]>0"+cutM);
+hisd1ptA->FitSlicesY();
+hisd1ptA_2->SetXTitle("#sqrt{1/p_{t}}");
+hisd1ptA_2->SetYTitle("#sigma_{z}(cm)");
+hisd1ptA_2->SetTitle("Cosmic - Z matching - A side ");
+hisd1ptA_2->SetMaximum(0.5);
+
+chainCosmic->Draw("d1pt:sqrt(abs(Tr0.fP[4]))>>hisd1ptC(5,0,1,30,-0.1,0.1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]<0"+cutM);
+hisd1ptC->FitSlicesY();
+hisd1ptC_2->SetXTitle("#sqrt{1/p_{t}}");
+hisd1ptC_2->SetYTitle("#sigma_{1/pt}(1/GeV)");
+hisd1ptC_2->SetTitle("Cosmic - 1/pt matching");
+hisd1ptC_2->SetMaximum(0.05);
+hisd1ptC_2->SetMarkerStyle(22);
+hisd1ptA_2->SetMarkerStyle(21);
+hisd1ptC_2->SetMarkerSize(1.5);
+hisd1ptA_2->SetMarkerSize(1.5);
+
+hisd1ptC_2->Draw();
+hisd1ptA_2->Draw("same");
+gPad->SaveAs("~/Calibration/Cosmic/pic/1ptmatching.gif")
+
+//
+// Theta
+//
+chainCosmic->Draw("dtheta:sqrt(abs(Tr0.fP[4]))>>hisdthetaA(5,0,1,30,-0.01,0.01)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]>0");
+hisdthetaA->FitSlicesY();
+hisdthetaA_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdthetaA_2->SetYTitle("#sigma_{#theta}(cm)");
+hisdthetaA_2->SetTitle("Cosmic - Z matching - A side ");
+hisdthetaA_2->SetMaximum(0.5);
+
+chainCosmic->Draw("dtheta:sqrt(abs(Tr0.fP[4]))>>hisdthetaC(5,0,1,30,-0.01,0.01)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]<0");
+hisdthetaC->FitSlicesY();
+hisdthetaC_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdthetaC_2->SetYTitle("#sigma_{#theta}(rad)");
+hisdthetaC_2->SetTitle("Cosmic - Theta matching");
+hisdthetaC_2->SetMaximum(0.01);
+hisdthetaC_2->SetMinimum(0.0);
+hisdthetaC_2->SetMarkerStyle(22);
+hisdthetaA_2->SetMarkerStyle(21);
+hisdthetaC_2->SetMarkerSize(1.5);
+hisdthetaA_2->SetMarkerSize(1.5);
+
+hisdthetaC_2->Draw();
+hisdthetaA_2->Draw("same");
+gPad->SaveAs("~/Calibration/Cosmic/pic/thetamatching.gif")
+//
+// Phi
+//
+chainCosmic->Draw("dphi:sqrt(abs(Tr0.fP[4]))>>hisdphiA(5,0,1,30,-0.01,0.01)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]>0");
+hisdphiA->FitSlicesY();
+hisdphiA_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdphiA_2->SetYTitle("#sigma_{#phi}(rad)");
+hisdphiA_2->SetTitle("Cosmic - Z matching - A side ");
+hisdphiA_2->SetMaximum(0.5);
+
+chainCosmic->Draw("dphi:sqrt(abs(Tr0.fP[4]))>>hisdphiC(5,0,1,30,-0.01,0.01)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]<0");
+hisdphiC->FitSlicesY();
+hisdphiC_2->SetXTitle("#sqrt{1/p_{t}}");
+hisdphiC_2->SetYTitle("#sigma_{#phi}(rad)");
+hisdphiC_2->SetTitle("Cosmic - Phi matching");
+hisdphiC_2->SetMaximum(0.01);
+hisdphiC_2->SetMinimum(0.0);
+hisdphiC_2->SetMarkerStyle(22);
+hisdphiA_2->SetMarkerStyle(21);
+hisdphiC_2->SetMarkerSize(1.5);
+hisdphiA_2->SetMarkerSize(1.5);
+
+hisdphiC_2->Draw();
+hisdphiA_2->Draw("same");
+gPad->SaveAs("~/Calibration/Cosmic/pic/phimatching.gif")
+
+
+
+}
+
+
+*/
+
+
+/*
+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+="mtheta++";
+fstring+="ca++";
+fstring+="sa++";
+fstring+="ca*mtheta++";
+fstring+="sa*mtheta++";
+//
+fstring+="side++";
+fstring+="side*mtheta++";
+fstring+="side*ca++";
+fstring+="side*sa++";
+fstring+="side*ca*mtheta++";
+fstring+="side*sa*mtheta++";
+
+
+TString *strTheta0 = toolkit.FitPlane(chain,"dtheta",fstring->Data(), "hpt&&!crossI&&!crossO", chi2,npoints,fitParamA0,covMatrix,0.8);
+chainCosmic->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
+chainCosmic->SetAlias("dthe","(Tr0.fP[3]+Tr1.fP[3])");
+chainCosmic->SetAlias("sign","(-1+(Tr0.fP[1]>0)*2)");
+chainCosmic->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)
+ chainCosmic->SetAlias("corTheta",thetaParam->Data());
+ chainCosmic->Draw("dthe:Tr0.fP[1]","","",50000);
+
+
+
+*/
 
 
 
 /*
 
 void AliTPCcalibCosmic::dEdxCorrection(){
-  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)>70");
-  TCut cutA=cutT+cutD+cutPt+cutN;
+  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
@@ -496,18 +1001,22 @@ void AliTPCcalibCosmic::dEdxCorrection(){
   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();
+  TChain * chainCosmic = tool.MakeChain("cosmic.txt","Track0",0,1000000);
+  chainCosmic->Lookup();
+  
+  chainCosmic->Draw(">>listEL",cutA,"entryList");
+  TEntryList *elist = (TEntryList*)gDirectory->Get("listEL");
+  chainCosmic->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);
+  chainCosmic->Draw("Tr0.fP[4]+Tr1.fP[4]","OK"+cutA);
   
   TString strFit;
   strFit+="(Tr0.fP[1]/250)++";
@@ -515,25 +1024,84 @@ void AliTPCcalibCosmic::dEdxCorrection(){
   strFit+="(Tr0.fP[3])++";
   strFit+="(Tr0.fP[3])^2++";
 
-  TString * ptParam = TStatToolkit::FitPlane(chain,"Tr0.fP[4]+Tr1.fP[4]", strFit.Data(),cutA, chi2,npoints,fitParam,covMatrix) 
+  TString * ptParam = TStatToolkit::FitPlane(chain,"Tr0.fP[4]+Tr1.fP[4]", strFit.Data(),"1", chi2,npoints,fitParam,covMatrix) 
+
 
-strFit+="(Tr0.fP[1]/250)++";
-strFit+="(Tr0.fP[1]/250)^2++";
-strFit+="(Tr0.fP[3])++";
-strFit+="(Tr0.fP[3])^2++";
-strFit+="(Tr0.fP[1]/250)^2*Tr0.fP[3]++";
-strFit+="(Tr0.fP[1]/250)^2*Tr0.fP[3]^2++";
+
+*/
+
+
+/*
+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=cutT+cutD+cutPt+cutN;
 
-strFit+="sign(Tr0.fP[1])++"
-strFit+="sign(Tr0.fP[1])*(1-abs(Tr0.fP[1]/250))"
-                                           
-TString * thetaParam = TStatToolkit::FitPlane(chain,"Tr0.fP[3]+Tr1.fP[3]", strFit.Data(),cutA, chi2,npoints,fitParam,covMatrix)
 
 
+TTree * chainCosmic = Track0;
+
+
+chainCosmic->SetAlias("norm","signalTot0.fElements[3]/signalTot1.fElements[3]");
+//
+chainCosmic->SetAlias("dr1","(signalTot0.fElements[1]/signalTot0.fElements[3])");
+chainCosmic->SetAlias("dr2","(signalTot0.fElements[2]/signalTot0.fElements[3])");
+chainCosmic->SetAlias("dr4","(signalTot0.fElements[4]/signalTot0.fElements[3])");
+chainCosmic->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++";
+
 
-(-0.009263+(Tr0.fP[1]/250)*(-0.009693)+(Tr0.fP[1]/250)^2*(0.009062)+(Tr0.fP[3])*(0.002256)+(Tr0.fP[3])^2*(-0.052775)+(Tr0.fP[1]/250)^2*Tr0.fP[3]*(-0.020627)+(Tr0.fP[1]/250)^2*Tr0.fP[3]^2*(0.049030))
 
+TString *strqdedx = toolkit.FitPlane(chain,"norm",fstring->Data(), cutA, chi2,npoints,fitParam,covMatrix,-1,0,200000);
+  
+chainCosmic->SetAlias("corQT",strqdedx->Data());
+
+*/
+
+
+/*
+  chainCosmic->SetProof(kTRUE);
+  chainCosmic->Draw("Seed0.CookdEdxNorm(0,0.6,1,0,159,0,kTRUE,kTRUE):Seed0.CookdEdxNorm(0,0.6,1,0,159,0,kFALSE,kTRUE)",""+cutA,"",100000);
+
+
+chainCosmic->Draw("Seed0.CookdEdxNorm(0,0.6,1,0,159,0,kTRUE,kTRUE)/Seed1.CookdEdxNorm(0,0.6,1,0,159,0,kTRUE,kTRUE)>>his(100,0.5,1.5)","min(Orig0.fTPCncls,Orig1.fTPCncls)>130"+cutA,"",50000);
+
+*/
+
+
+/*
+chainCosmic->Draw("Tr0.fP[1]-Tr1.fP[1]:sqrt(abs(Tr0.fP[4]))>>hisdzA(5,0,1,50,-1,1)","!crossO&&!crossI&&abs(d0)<40&&Tr0.fP[1]>0&&abs(mag)>0.1"+cutA); 
+
+TGraph *grdzA = (TGraph*)gProof->GetOutputList()->At(1)->Clone();
+
+
+
 */
 
 
+
+