/* ======================================================================== *\
!
! *
! * This file is part of MARS, the MAGIC Analysis and Reconstruction
! * Software. It is distributed to you in the hope that it can be a useful
! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
! * It is distributed WITHOUT ANY WARRANTY.
! *
! * Permission to use, copy, modify and distribute this software and its
! * documentation for any purpose is hereby granted without fee,
! * provided that the above copyright notice appear in all copies and
! * that both that copyright notice and this permission notice appear
! * in supporting documentation. It is provided "as is" without express
! * or implied warranty.
! *
!
!
!   Author(s): Hendrik Bartko, 03/2004 <mailto:hbartko@mppmu.mpg.de>
!              Markus Gaug,    03/2004 <mailto:markus@ifae.es>
!
!   Copyright: MAGIC Software Development, 2000-2004
!
!
\* ======================================================================== */
#include "MAGIC.h"

const TString defpath = "/mnt/Data/rootdata/CrabNebula/2004_01_27/";
const TString defrout = "output_test.root";

const Int_t defpedr [] = {12461};
const Int_t defcalr [] = {12526,12527,12528,12529};
const Int_t defdatar[] = {12517,12518};

void calibrate_data(const TString inpath=defpath, 
                    const Int_t psize=1, const Int_t pedruns[]=defpedr, 
                    const Int_t csize=4, const Int_t calruns[]=defcalr, 
                    const Int_t dsize=2, const Int_t dataruns[]=defdatar, 
                    const TString resname=defrout)

{

  MRunIter pruns;
  MRunIter cruns;
  MRunIter druns;
  
  for (Int_t i=0;i<psize;i++) {
    cout << "Adding pedestal run: " << pedruns[i] << endl;
    pruns.AddRun(pedruns[i],inpath);
  }
  for (Int_t i=0;i<csize;i++) {
    cout << "Adding calibration run: " << calruns[i] << endl;
    cruns.AddRun(calruns[i],inpath);
  }
  for (Int_t i=0;i<dsize;i++) {
    cout << "Adding data run: " << dataruns[i] << endl;
    druns.AddRun(dataruns[i],inpath);
  }

  MStatusDisplay *display = new MStatusDisplay;
  display->SetUpdateTime(3000);
  display->Resize(850,700);

  gStyle->SetOptStat(1111);
  gStyle->SetOptFit();

  /************************************/
  /* FIRST LOOP: PEDESTAL COMPUTATION */
  /************************************/
  
  MParList plist1;
  MTaskList tlist1;
  plist1.AddToList(&tlist1);
  
  // containers
  MPedestalCam   pedcam;
  MBadPixelsCam  badcam;

  //
  // for excluding pixels from the beginning:
  //
  // badcam.AsciiRead("badpixels.dat");

  plist1.AddToList(&pedcam);
  plist1.AddToList(&badcam);
    
  //tasks
  MReadMarsFile  read("Events");
  read.DisableAutoScheme();
  static_cast<MRead&>(read).AddFiles(pruns);

  MGeomApply     geomapl;
  MPedCalcPedRun pedcalc;
  MGeomCamMagic  geomcam;
    
  tlist1.AddToList(&read);
  tlist1.AddToList(&geomapl);
  tlist1.AddToList(&pedcalc);

  // Create and execute the event looper
  MEvtLoop pedloop;
  pedloop.SetParList(&plist1);
  pedloop.SetDisplay(display);

  cout << "*************************" << endl;
  cout << "** COMPUTING PEDESTALS **" << endl;
  cout << "*************************" << endl;

  if (!pedloop.Eventloop())
    return;
  
  tlist1.PrintStatistics();

  // 
  // Now the short version: 
  //
/*
    MJCalibration calloop;
    calloop.SetInput(&cruns);
    calloop.SetDisplay(display);
    if (!calloop.Process(pedloop.GetPedestalCam()))
        return;
#if 0
*/
    // 
    // The longer version:
    //

    //
    // Create a empty Parameter List and an empty Task List 
    //
    MParList  plist2;
    MTaskList tlist2;
    plist2.AddToList(&tlist2);
    plist2.AddToList(&pedcam);
    plist2.AddToList(&badcam);

    gLog << endl;;
    gLog << "Calculate MCalibrationCam from Runs " << cruns.GetRunsAsString() << endl;
    gLog << endl;

    MReadMarsFile read2("Events");
    read2.DisableAutoScheme();
    static_cast<MRead&>(read2).AddFiles(cruns);

    MGeomCamMagic              geomcam;
    MExtractedSignalCam        sigcam;
    MArrivalTimeCam            timecam;
    MCalibrationChargeCam      calcam;
    //    MCalibrationChargePINDiode pindiode;   
    //    MCalibrationChargeBlindPix blindpix;   
    
    MHCalibrationRelTimeCam     histtime;
    MHCalibrationChargeCam      histcharge;
    //    MHCalibrationChargePINDiode histpin;
    //    MHCalibrationChargeBlindPix histblind;
    //
    //
    // Get the previously created MPedestalCam into the new Parameter List 
    //
    plist2.AddToList(&geomcam);
    plist2.AddToList(&sigcam);
    plist2.AddToList(&timecam);
    plist2.AddToList(&calcam);
    plist2.AddToList(&histtime);
    plist2.AddToList(&histcharge);
//    plist2.AddToList(&histpin);
//    plist2.AddToList(&histblind);

    //
    // We saw that the signal jumps between slices, 
    // thus take the sliding window
    //		
    MExtractSignal2        sigcalc;
    MExtractPINDiode       pincalc;
    MExtractBlindPixel     blindcalc;

    MArrivalTimeCalc2      timecalc;
    MCalibrationChargeCalc calcalc;
    MGeomApply             geomapl;

    MFillH filltime( "MHCalibrationRelTimeCam"    , "MArrivalTimeCam");
//   MFillH fillpin  ("MHCalibrationChargePINDiode", "MExtractedSignalPINDiode");
//    MFillH fillblind("MHCalibrationChargeBlindPix", "MExtractedSignalBlindPixel");
    MFillH fillcam  ("MHCalibrationChargeCam"     , "MExtractedSignalCam");

    //
    // Skip the HiGain vs. LoGain calibration
    // 
    calcalc.SkipHiLoGainCalibration();

    // 
    // Apply a filter against cosmics
    // (was directly in MCalibrationCalc in earlier versions)
    //
    MFCosmics            cosmics;
    MContinue            cont(&cosmics);

    tlist2.AddToList(&read2);
    tlist2.AddToList(&geomapl);
    tlist2.AddToList(&sigcalc);
    //    tlist2.AddToList(&blindcalc);
    //    tlist2.AddToList(&pincalc);
    //
    // In case, you want to skip the cosmics rejection, 
    // uncomment the next line
    //
    tlist2.AddToList(&cont);
    //
    // In case, you want to skip the somewhat lengthy calculation
    // of the arrival times using a spline, uncomment the next two lines
    //
    tlist2.AddToList(&timecalc);
    tlist2.AddToList(&filltime);
//    tlist2.AddToList(&fillpin);
//    tlist2.AddToList(&fillblind);
    tlist2.AddToList(&fillcam);
    //
    tlist2.AddToList(&calcalc);
    //
    // Create and setup the eventloop
    //
    MEvtLoop evtloop;
    evtloop.SetParList(&plist2);
    evtloop.SetDisplay(display);
    
    cout << "***************************" << endl;
    cout << "** COMPUTING CALIBRATION **" << endl;
    cout << "***************************" << endl;

    //
    // Execute second analysis
    //
    if (!evtloop.Eventloop())
        return;

    tlist2.PrintStatistics();

    //
    // print the most important results of all pixels to a file
    //
    //    MLog gauglog;
    //    gauglog.SetOutputFile(Form("%s%s",calcam.GetName(),".txt"),1);
    //    calcam.SetLogStream(&gauglog);
    //    calcam.Print();
    //  calcam.SetLogStream(&gLog);
    //
    // just one example how to get the plots of individual pixels
    //
    //    histblind.DrawClone("all");
    //    histcharge[5].DrawClone("all");
    //    histcharge(5).DrawClone("all");
    //    histtime[5].DrawClone("fourierevents");

    // Create histograms to display
    MHCamera disp1  (geomcam, "Cal;Charge",         "Fitted Mean Charges");
    MHCamera disp2  (geomcam, "Cal;SigmaCharge",    "Sigma of Fitted Charges");
    MHCamera disp3  (geomcam, "Cal;FitProb",        "Probability of Fit");
    MHCamera disp4  (geomcam, "Cal;RSigma",         "Reduced Sigmas");
    MHCamera disp5  (geomcam, "Cal;RSigma/Charge",  "Reduced Sigma per Charge");
    MHCamera disp6  (geomcam, "Cal;FFactorPhe",     "Nr. of Photo-electrons (F-Factor Method)");
    MHCamera disp7  (geomcam, "Cal;FFactorConv",    "Conversion Factor to photons (F-Factor Method)");
    MHCamera disp8  (geomcam, "Cal;FFactorFFactor", "Total F-Factor (F-Factor Method)");
    MHCamera disp9  (geomcam, "Cal;BlindPixConv",   "Conversion Factor to photons (Blind Pixel Method)");
    MHCamera disp10 (geomcam, "Cal;BlindPixFFactor","Total F-Factor (Blind Pixel Method)");
    MHCamera disp11 (geomcam, "Cal;PINDiodeConv",   "Conversion Factor tp photons (PIN Diode Method)");
    MHCamera disp12 (geomcam, "Cal;PINDiodeFFactor","Total F-Factor (PIN Diode Method)");
    MHCamera disp13 (geomcam, "Cal;Excluded",       "Pixels previously excluded");
    MHCamera disp14 (geomcam, "Cal;NotFitted",      "Pixels that could not be fitted");
    MHCamera disp15 (geomcam, "Cal;NotFitValid",    "Pixels with not valid fit results");
    MHCamera disp16 (geomcam, "Cal;HiGainOscillating",     "Oscillating Pixels HI Gain");
    MHCamera disp17 (geomcam, "Cal;LoGainOscillating",     "Oscillating Pixels LO Gain");
    MHCamera disp18 (geomcam, "Cal;HiGainPickup",          "Number Pickup events Hi Gain");
    MHCamera disp19 (geomcam, "Cal;LoGainPickup",          "Number Pickup events Lo Gain");
    MHCamera disp20 (geomcam, "Cal;Saturation",            "Pixels with saturated Hi Gain");
    MHCamera disp21 (geomcam, "Cal;FFactorValid",          "Pixels with valid F-Factor calibration");
    MHCamera disp22 (geomcam, "Cal;BlindPixelValid",       "Pixels with valid BlindPixel calibration");
    MHCamera disp23 (geomcam, "Cal;PINdiodeFFactorValid",  "Pixels with valid PINDiode calibration");
    
    MHCamera disp24 (geomcam, "Cal;Ped",         "Pedestals");
    MHCamera disp25 (geomcam, "Cal;PedRms",      "Pedestal RMS");
    
    MHCamera disp26 (geomcam, "time;Time",        "Rel. Arrival Times");
    MHCamera disp27 (geomcam, "time;SigmaTime",   "Sigma of Rel. Arrival Times");
    MHCamera disp28 (geomcam, "time;TimeProb",    "Probability of Time Fit");
    MHCamera disp29 (geomcam, "time;NotFitValid", "Pixels with not valid fit results");
    MHCamera disp30 (geomcam, "time;Oscillating", "Oscillating Pixels");
    
    MHCamera disp31 (geomcam, "Cal;AbsTimeMean",  "Abs. Arrival Times");
    MHCamera disp32 (geomcam, "Cal;AbsTimeRms",   "RMS of Arrival Times");
    
    // Fitted charge means and sigmas
    disp1.SetCamContent(calcam,  0);
    disp1.SetCamError(  calcam,  1);
    disp2.SetCamContent(calcam,  2);
    disp2.SetCamError(  calcam,  3);
  
    // Fit probabilities
    disp3.SetCamContent(calcam,  4);
    
    // Reduced Sigmas and reduced sigmas per charge
    disp4.SetCamContent(calcam,  5);
    disp4.SetCamError(  calcam,  6);
    disp5.SetCamContent(calcam,  7);
    disp5.SetCamError(  calcam,  8);
    
    // F-Factor Method
    disp6.SetCamContent(calcam,  9);
    disp6.SetCamError(  calcam, 10);
    disp7.SetCamContent(calcam, 11);
    disp7.SetCamError(  calcam, 12);
    disp8.SetCamContent(calcam, 13);
    disp8.SetCamError(  calcam, 14);
    
    // Blind Pixel Method
    disp9.SetCamContent(calcam, 16);
    disp9.SetCamError(  calcam, 17);
    disp10.SetCamContent(calcam,18);
    disp10.SetCamError(  calcam,19);
    
    // PIN Diode Method
    disp11.SetCamContent(calcam,21);
    disp11.SetCamError(  calcam,22);
    disp12.SetCamContent(calcam,23);
    disp12.SetCamError(  calcam,24);
    
    // Pixels with defects
    disp13.SetCamContent(calcam,26);
    disp14.SetCamContent(badcam,7);
    disp15.SetCamContent(badcam,9);
    disp16.SetCamContent(badcam,16);
    disp17.SetCamContent(badcam,15);
    disp18.SetCamContent(calcam,27);
    disp19.SetCamContent(calcam,28);
    
    // Lo Gain calibration
    disp20.SetCamContent(calcam,29);
    
    // Valid flags
    disp21.SetCamContent(calcam,15);
    disp22.SetCamContent(calcam,20);
    disp23.SetCamContent(calcam,25);
    
    // Pedestals
    disp24.SetCamContent(calcam,30);
    disp24.SetCamError(  calcam,31);
    disp25.SetCamContent(calcam,32);
    disp25.SetCamError(  calcam,33);
    
    // Relative Times
    disp26.SetCamContent(histtime,0);
    disp26.SetCamError(  histtime,1);
    disp27.SetCamContent(histtime,2);
    disp27.SetCamError(  histtime,3);
    disp28.SetCamContent(histtime,4);
    disp29.SetCamContent(histtime,5);
    disp30.SetCamContent(histtime,6);
    
    // Absolute Times
    disp31.SetCamContent(calcam,34);
    disp31.SetCamError(  calcam,35);
    disp32.SetCamContent(calcam,35);
    
    disp1.SetYTitle("Charge [FADC units]");
    disp2.SetYTitle("\\sigma_{Charge} [FADC units]");
    disp3.SetYTitle("P_{Charge} [1]");
    
    disp4.SetYTitle("\\sqrt{\\sigma^{2}_{Charge} - RMS^{2}_{Ped}} [FADC Counts]");
    disp5.SetYTitle("Reduced Sigma / Mean Charge [1]");
    
    disp6.SetYTitle("Nr. Photo-electrons [1]");
    disp7.SetYTitle("Conversion Factor [Ph/FADC Count]");
    disp8.SetYTitle("\\sqrt{N_{Ph}}*\\sigma_{Charge}/\\mu_{Charge} [1] ");
    
    disp9.SetYTitle("Conversion Factor [Phot/FADC Count]");
    disp10.SetYTitle("\\sqrt{N_{Ph}}*\\sigma_{Charge}/\\mu_{Charge} [1]");
    
    disp11.SetYTitle("Conversion Factor [Phot/FADC Count]");
    disp12.SetYTitle("\\sqrt{N_{Ph}}*\\sigma_{Charge}/\\mu_{Charge} [1]");
    
    disp13.SetYTitle("[1]");
    disp14.SetYTitle("[1]");
    disp15.SetYTitle("[1]");
    disp16.SetYTitle("[1]");
    disp17.SetYTitle("[1]");
    disp18.SetYTitle("[1]");
    disp19.SetYTitle("[1]");
    disp20.SetYTitle("[1]");
    disp21.SetYTitle("[1]");
    disp22.SetYTitle("[1]");
    disp23.SetYTitle("[1]");
    
    disp24.SetYTitle("Ped [FADC Counts ]");
    disp25.SetYTitle("RMS_{Ped} [FADC Counts ]");
    
    disp26.SetYTitle("Time Offset [ns]");
    disp27.SetYTitle("Timing resolution [ns]");
    disp28.SetYTitle("P_{Time} [1]");
    
    disp29.SetYTitle("[1]");
    disp30.SetYTitle("[1]");
    
    disp31.SetYTitle("Mean Abs. Time [FADC slice]");
    disp32.SetYTitle("RMS Abs. Time [FADC slices]");
    
    gStyle->SetOptStat(1111);
    gStyle->SetOptFit();
    
    // Charges
    TCanvas &c1 = display->AddTab("Fit.Charge");
    c1.Divide(2, 3);

    CamDraw(c1, disp1,calcam,1, 2 , 2);
    CamDraw(c1, disp2,calcam,2, 2 , 2);

    // Fit Probability
    TCanvas &c2 = display->AddTab("Fit.Prob");
    c2.Divide(1,3);

    CamDraw(c2, disp3,calcam,1, 1 , 4);

    // Reduced Sigmas
    TCanvas &c3 = display->AddTab("Red.Sigma");
    c3.Divide(2,3);

    CamDraw(c3, disp4,calcam,1, 2 , 2);
    CamDraw(c3, disp5,calcam,2, 2 , 2);

    // F-Factor Method
    TCanvas &c4 = display->AddTab("F-Factor");
    c4.Divide(3,3);

    CamDraw(c4, disp6,calcam,1, 3 , 2);
    CamDraw(c4, disp7,calcam,2, 3 , 2);
    CamDraw(c4, disp8,calcam,3, 3 , 2);

    // Blind Pixel Method
    TCanvas &c5 = display->AddTab("BlindPix");
    c5.Divide(2,3);

    CamDraw(c5, disp9, calcam,1, 2 , 2);
    CamDraw(c5, disp10,calcam,2, 2 , 2);

    // PIN Diode Method
    TCanvas &c6 = display->AddTab("PINDiode");
    c6.Divide(2,3);

    CamDraw(c6, disp11,calcam,1, 2 , 2);
    CamDraw(c6, disp12,calcam,2, 2 , 2);

    // Defects
    TCanvas &c7 = display->AddTab("Defects");
    c7.Divide(4,2);

    CamDraw(c7, disp13,calcam,1,4, 0);
    CamDraw(c7, disp14,calcam,2,4, 0);
    CamDraw(c7, disp18,calcam,3,4, 0);
    CamDraw(c7, disp19,calcam,4,4, 0);

    // BadCam
    TCanvas &c8 = display->AddTab("Defects");
    c8.Divide(3,2);

    CamDraw(c8, disp15,badcam,1,3, 0);
    CamDraw(c8, disp16,badcam,2,3, 0);
    CamDraw(c8, disp17,badcam,3,3, 0);


    // Valid flags
    TCanvas &c9 = display->AddTab("Validity");
    c9.Divide(4,2);

    CamDraw(c9, disp20,calcam,1,4,0);
    CamDraw(c9, disp21,calcam,2,4,0);
    CamDraw(c9, disp22,calcam,3,4,0);
    CamDraw(c9, disp23,calcam,4,4,0);


    // Pedestals
    TCanvas &c10 = display->AddTab("Pedestals");
    c10.Divide(2,3);

    CamDraw(c10,disp24,calcam,1,2,1);
    CamDraw(c10,disp25,calcam,2,2,2);

    // Rel. Times
    TCanvas &c11 = display->AddTab("Fitted Rel. Times");
    c11.Divide(3,3);

    CamDraw(c11,disp26,calcam,1,3,2);
    CamDraw(c11,disp27,calcam,2,3,2);
    CamDraw(c11,disp38,calcam,3,3,4);

    // Time Defects
    TCanvas &c12 = display->AddTab("Time Def.");
    c12.Divide(2,2);

    CamDraw(c12, disp29,calcam,1,2, 0);
    CamDraw(c12, disp30,calcam,2,2, 0);

    // Abs. Times
    TCanvas &c13 = display->AddTab("Abs. Times");
    c13.Divide(2,3);

    CamDraw(c13,disp31,calcam,1,2,2);
    CamDraw(c13,disp32,calcam,2,2,2);

  /************************************************************************/
  /*                THIRD LOOP: DATA CALIBRATION INTO PHOTONS             */
  /************************************************************************/

  // Create an empty Parameter List and an empty Task List
  MParList  plist3;  
  MTaskList tlist3;
  plist3.AddToList(&tlist3);
 
  // containers
  MCerPhotEvt         photevt;
  MPedPhotCam         pedphotcam;
  MSrcPosCam          srccam;
  MRawRunHeader       runhead;

  plist3.AddToList(&geomcam );
  plist3.AddToList(&pedcam  );
  plist3.AddToList(&calcam  );
  plist3.AddToList(&badcam  );
  plist3.AddToList(&timecam );
  plist3.AddToList(&sigcam  );
  plist3.AddToList(&histtime);
  plist3.AddToList(&photevt);
  plist3.AddToList(&pedphotcam);
  plist3.AddToList(&srccam);
  plist3.AddToList(&runhead);

  //tasks
  MReadMarsFile read3("Events");
  read3.DisableAutoScheme();
  static_cast<MRead&>(read3).AddFiles(druns);

  MCalibrateData      photcalc;     
  photcalc.SetCalibrationMode(MCalibrateData::kFfactor);  // !!! was only MCalibrate
  //  MPedPhotCalc    pedphotcalc;   // already done by MCalibrate Data
  // MCerPhotCalc     cerphotcalc;  // already done by MCalibrate Data
  
  tlist3.AddToList(&read3);
  tlist3.AddToList(&geomapl);
  tlist3.AddToList(&sigcalc);
  tlist3.AddToList(&timecalc);
  //  tlist3.AddToList(&cerphotcalc); // already done by MCalibrate Data
  tlist3.AddToList(&photcalc);
  // tlist3.AddToList(&pedphotcalc);   // already done by MCalibrate Data

  MWriteRootFile write(resname);
  
  write.AddContainer("MGeomCam"              , "RunHeaders");
  write.AddContainer("MRawRunHeader"         , "RunHeaders");
  write.AddContainer("MSrcPosCam"            , "RunHeaders");
  write.AddContainer("MCalibrationChargeCam" , "RunHeaders");
  //  write.AddContainer("MPedPhotCam","RunHeaders"); // Attention, was in Events - Tree!!
  write.AddContainer("MPedestalCam"          , "RunHeaders");
  write.AddContainer("MHCalibrationRelTimeCam","RunHeaders");

  write.AddContainer("MCerPhotEvt"   , "Events");
  write.AddContainer("MRawEvtHeader" , "Events");
  write.AddContainer("MBadPixelsCam" , "Events");
  write.AddContainer("MPedPhotCam"   , "Events");

  tlist3.AddToList(&write);
  
  // Create and execute eventloop
  MEvtLoop evtloop3;
  evtloop3.SetParList(&plist3);
    
  cout << "*************************************************************" << endl;
  cout << "***   COMPUTING DATA USING EXTRACTED SIGNAL (IN PHOTONS)  ***" << endl;
  cout << "*************************************************************" << endl;
  
  if (!evtloop3.Eventloop())  
    return;  
  tlist3.PrintStatistics();

}

void CamDraw(TCanvas &c, MHCamera &cam, MCamEvent &evt, Int_t i, Int_t j, Int_t fit)
{

  c.cd(i);
  gPad->SetBorderMode(0);
  MHCamera *obj1=(MHCamera*)cam.DrawCopy("hist");
  //  obj1->AddNotify(evt);
  
  c.cd(i+j);
  gPad->SetBorderMode(0);
  obj1->Draw();
  ((MHCamera*)obj1)->SetPrettyPalette();

  if (fit != 0)
    {
      c.cd(i+2*j);
      gPad->SetBorderMode(0);
      TH1D *obj2 = (TH1D*)obj1->Projection(obj1.GetName());
      
//      obj2->Sumw2();
      obj2->Draw();
      obj2->SetBit(kCanDelete);

      const Double_t min   = obj2->GetBinCenter(obj2->GetXaxis()->GetFirst());
      const Double_t max   = obj2->GetBinCenter(obj2->GetXaxis()->GetLast());
      const Double_t integ = obj2->Integral("width")/2.5066283;
      const Double_t mean  = obj2->GetMean();
      const Double_t rms   = obj2->GetRMS();
      const Double_t width = max-min;

      if (rms == 0. || width == 0. )
        return;
      
      switch (fit)
        {
        case 1:
          TF1 *sgaus = new TF1("sgaus","gaus(0)",min,max);
          sgaus->SetBit(kCanDelete);
          sgaus->SetParNames("Area","#mu","#sigma");
          sgaus->SetParameters(integ/rms,mean,rms);
          sgaus->SetParLimits(0,0.,integ);
          sgaus->SetParLimits(1,min,max);
          sgaus->SetParLimits(2,0,width/1.5);
          obj2->Fit("sgaus","QLR");
          obj2->GetFunction("sgaus")->SetLineColor(kYellow);
          break;

        case 2:
          TString dgausform = "([0]-[3])/[2]*exp(-0.5*(x-[1])*(x-[1])/[2]/[2])";
          dgausform += "+[3]/[5]*exp(-0.5*(x-[4])*(x-[4])/[5]/[5])";
          TF1 *dgaus = new TF1("dgaus",dgausform.Data(),min,max);
          dgaus->SetBit(kCanDelete);
          dgaus->SetParNames("A_{tot}","#mu_{1}","#sigma_{1}","A_{2}","#mu_{2}","#sigma_{2}");
          dgaus->SetParameters(integ,(min+mean)/2.,width/4.,
                               integ/width/2.,(max+mean)/2.,width/4.);
          // The left-sided Gauss 
          dgaus->SetParLimits(0,integ-1.5,integ+1.5);
          dgaus->SetParLimits(1,min+(width/10.),mean);
          dgaus->SetParLimits(2,0,width/2.);
          // The right-sided Gauss 
          dgaus->SetParLimits(3,0,integ);
          dgaus->SetParLimits(4,mean,max-(width/10.));
          dgaus->SetParLimits(5,0,width/2.);
          obj2->Fit("dgaus","QLRM");
          obj2->GetFunction("dgaus")->SetLineColor(kYellow);
          break;
          
        case 3:
          TString tgausform = "([0]-[3]-[6])/[2]*exp(-0.5*(x-[1])*(x-[1])/[2]/[2])";
          tgausform += "+[3]/[5]*exp(-0.5*(x-[4])*(x-[4])/[5]/[5])";
          tgausform += "+[6]/[8]*exp(-0.5*(x-[7])*(x-[7])/[8]/[8])";
          TF1 *tgaus = new TF1("tgaus",tgausform.Data(),min,max);
          tgaus->SetBit(kCanDelete);
          tgaus->SetParNames("A_{tot}","#mu_{1}","#sigma_{1}",
                             "A_{2}","#mu_{2}","#sigma_{2}",
                             "A_{3}","#mu_{3}","#sigma_{3}");
          tgaus->SetParameters(integ,(min+mean)/2,width/4.,
                               integ/width/3.,(max+mean)/2.,width/4.,
                               integ/width/3.,mean,width/2.);
          // The left-sided Gauss 
          tgaus->SetParLimits(0,integ-1.5,integ+1.5);
          tgaus->SetParLimits(1,min+(width/10.),mean);
          tgaus->SetParLimits(2,width/15.,width/2.);
          // The right-sided Gauss 
          tgaus->SetParLimits(3,0.,integ);
          tgaus->SetParLimits(4,mean,max-(width/10.));
          tgaus->SetParLimits(5,width/15.,width/2.);
          // The Gauss describing the outliers
          tgaus->SetParLimits(6,0.,integ);
          tgaus->SetParLimits(7,min,max);
          tgaus->SetParLimits(8,width/4.,width/1.5);
          obj2->Fit("tgaus","QLRM");
          obj2->GetFunction("tgaus")->SetLineColor(kYellow);
          break;
        case 4:
          obj2->Fit("pol0","Q");
          obj2->GetFunction("pol0")->SetLineColor(kYellow);
          break;
        case 9:
          break;
        default:
          obj2->Fit("gaus","Q");
          obj2->GetFunction("gaus")->SetLineColor(kYellow);
          break;
        }
      
        TArrayI s0(3);
        s0[0] = 6;
        s0[1] = 1;
        s0[2] = 2;

        TArrayI s1(3);
        s1[0] = 3;
        s1[1] = 4;
        s1[2] = 5;

        TArrayI inner(1);
        inner[0] = 0;

        TArrayI outer(1);
        outer[0] = 1;

        // Just to get the right (maximum) binning
        TH1D *half[4];
        half[0] = obj1->ProjectionS(s0, inner, "Sector 6-1-2 Inner");
        half[1] = obj1->ProjectionS(s1, inner, "Sector 3-4-5 Inner");
        half[2] = obj1->ProjectionS(s0, outer, "Sector 6-1-2 Outer");
        half[3] = obj1->ProjectionS(s1, outer, "Sector 3-4-5 Outer");

        for (int i=0; i<4; i++)      
        {
            half[i]->SetLineColor(kRed+i);
            half[i]->SetDirectory(0);
            half[i]->SetBit(kCanDelete);
            half[i]->Draw("same");
        }

      gPad->Modified();
      gPad->Update();
      
    }
}