source: trunk/MagicSoft/Mars/mhist/MHCamera.cc@ 3143

/* ======================================================================== *\
!
! *
! * 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): Thomas Bretz, 05/2002 <mailto:tbretz@astro.uni-wuerzburg.de>
!   Author(s): Harald Kornmayer, 1/2001
!
!   Copyright: MAGIC Software Development, 2000-2003
!
!
\* ======================================================================== */

/////////////////////////////////////////////////////////////////////////////
//
// MHCamera
//
// Camera Display, based on a TH1D. Pleas be carefull using the
// underlaying TH1D.
//
// To change the scale to a logarithmic scale SetLogy() of the Pad.
//
// Be carefull: Entries in this context means Entries/bin or Events
//
// FIXME? Maybe MHCamera can take the fLog object from MGeomCam?
//
////////////////////////////////////////////////////////////////////////////
#include "MHCamera.h"

#include <fstream>
#include <iostream>

#include <TBox.h>
#include <TArrow.h>
#include <TLatex.h>
#include <TStyle.h>
#include <TCanvas.h>
#include <TArrayF.h>
#include <TRandom.h>
#include <TPaveText.h>
#include <TPaveStats.h>
#include <TClonesArray.h>
#include <THistPainter.h>
#include <THLimitsFinder.h>

#include "MLog.h"
#include "MLogManip.h"

#include "MH.h"
#include "MHexagon.h"

#include "MGeomPix.h"
#include "MGeomCam.h"

#include "MCamEvent.h"


#define kItemsLegend 48 // see SetPalette(1,0)

ClassImp(MHCamera);

using namespace std;

void MHCamera::Init()
{
    UseCurrentStyle();

    SetDirectory(NULL);

    SetLineColor(kGreen);
    SetMarkerStyle(kFullDotMedium);
    SetXTitle("Pixel Index");

    fNotify  = new TList;
    fNotify->SetBit(kMustCleanup);
    gROOT->GetListOfCleanups()->Add(fNotify);

#if ROOT_VERSION_CODE < ROOT_VERSION(3,01,06)
    SetPalette(1, 0);
#else
    SetInvDeepBlueSeaPalette();
#endif
}

// ------------------------------------------------------------------------
//
//  Default Constructor. To be used by the root system ONLY.
//
MHCamera::MHCamera() : TH1D(), fGeomCam(NULL), fColors(kItemsLegend)
{
    Init();
}

// ------------------------------------------------------------------------
//
//  Constructor. Makes a clone of MGeomCam. Removed the TH1D from the
// current directory. Calls Sumw2(). Set the histogram line color
// (for error bars) to Green and the marker style to kFullDotMedium.
//
MHCamera::MHCamera(const MGeomCam &geom, const char *name, const char *title)
: fGeomCam(NULL), fColors(kItemsLegend)
{
    //fGeomCam = (MGeomCam*)geom.Clone();
    SetGeometry(geom, name, title);
    Init();

    //
    // root 3.02
    //  * base/inc/TObject.h:
    //    register BIT(8) as kNoContextMenu. If an object has this bit set it will
    //    not get an automatic context menu when clicked with the right mouse button.
}

void MHCamera::SetGeometry(const MGeomCam &geom, const char *name, const char *title)
{
    SetNameTitle(name, title);

    TAxis &x = *GetXaxis();

    SetBins(geom.GetNumPixels(), 0, 1);
    x.Set(geom.GetNumPixels(), -0.5, geom.GetNumPixels()-0.5);

    //SetBins(geom.GetNumPixels(), -0.5, geom.GetNumPixels()-0.5);
    //Rebuild();

    Sumw2(); // necessary?

    if (fGeomCam)
        delete fGeomCam;
    fGeomCam = (MGeomCam*)geom.Clone();

    fUsed.Set(geom.GetNumPixels());
    for (Int_t i=0; i<fNcells-2; i++)
        ResetUsed(i);

}

// ------------------------------------------------------------------------
//
// Destructor. Deletes the cloned fGeomCam and the notification list.
//
MHCamera::~MHCamera()
{
    if (fGeomCam)
      delete fGeomCam;
    if (fNotify)
      delete fNotify;
}

// ------------------------------------------------------------------------
//
// Taken from TH1D::Fill(). Uses the argument directly as bin index.
// Doesn't increment the number of entries.
//
//   -*-*-*-*-*-*-*-*Increment bin with abscissa X by 1*-*-*-*-*-*-*-*-*-*-*
//                   ==================================
//
//    if x is less than the low-edge of the first bin, the Underflow bin is incremented
//    if x is greater than the upper edge of last bin, the Overflow bin is incremented
//
//    If the storage of the sum of squares of weights has been triggered,
//    via the function Sumw2, then the sum of the squares of weights is incremented
//    by 1 in the bin corresponding to x.
//
//   -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*
Int_t MHCamera::Fill(Axis_t x)
{

#if ROOT_VERSION_CODE > ROOT_VERSION(3,05,00)
   if (fBuffer) return BufferFill(x,1);
#endif
   const Int_t bin = (Int_t)x+1;
   AddBinContent(bin);
   if (fSumw2.fN)
       fSumw2.fArray[bin]++;

   if (bin<=0 || bin>fNcells-2)
       return -1;

   fTsumw++;
   fTsumw2++;
   fTsumwx  += x;
   fTsumwx2 += x*x;
   return bin;
}

// ------------------------------------------------------------------------
//
// Taken from TH1D::Fill(). Uses the argument directly as bin index.
// Doesn't increment the number of entries.
//
//   -*-*-*-*-*-*Increment bin with abscissa X with a weight w*-*-*-*-*-*-*-*
//               =============================================
//
//    if x is less than the low-edge of the first bin, the Underflow bin is incremented
//    if x is greater than the upper edge of last bin, the Overflow bin is incremented
//
//    If the storage of the sum of squares of weights has been triggered,
//    via the function Sumw2, then the sum of the squares of weights is incremented
//    by w^2 in the bin corresponding to x.
//
//   -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*
Int_t MHCamera::Fill(Axis_t x, Stat_t w)
{
#if ROOT_VERSION_CODE > ROOT_VERSION(3,05,00)
   if (fBuffer) return BufferFill(x,w);
#endif
   const Int_t bin = (Int_t)x+1;
   AddBinContent(bin, w);
   if (fSumw2.fN)
       fSumw2.fArray[bin] += w*w;

   if (bin<=0 || bin>fNcells-2)
       return -1;

   const Stat_t z = (w > 0 ? w : -w);
   fTsumw   += z;
   fTsumw2  += z*z;
   fTsumwx  += z*x;
   fTsumwx2 += z*x*x;
   return bin;
}

// ------------------------------------------------------------------------
//
// Use x and y in millimeters
//
Int_t MHCamera::Fill(Axis_t x, Axis_t y, Stat_t w)
{
    if (fNcells<=1 || IsFreezed())
        return -1;

    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        MHexagon hex((*fGeomCam)[idx]);
        if (hex.DistanceToPrimitive(x, y)>0)
            continue;

        SetUsed(idx);
        return Fill(idx, w);
    }
    return -1;
}

Stat_t MHCamera::GetMean(Int_t axis) const
{
    if (fNcells<=1)
        return 0;

    Stat_t mean = 0;
    for (int i=1; i<fNcells-1; i++)
        mean += fArray[i];

    return Profile(mean/(fNcells-2));
}

Stat_t MHCamera::GetRMS(Int_t axis) const
{
    if (fNcells<=1)
        return -1;

    const Int_t n = fNcells-2;

    Stat_t sum = 0;
    Stat_t sq  = 0;
    for (int i=1; i<n+1; i++)
    {
        sum += fArray[i];
        sq  += fArray[i]*fArray[i];
    }

    sum /= n;
    sq  /= n;

    return Profile(TMath::Sqrt(sq-sum*sum));
}

// ------------------------------------------------------------------------
//
// Return the minimum contents of all pixels (if all is set, otherwise
// only of all 'used' pixels), fMinimum if fMinimum set
//
Double_t MHCamera::GetMinimum(Bool_t all) const
{
    if (fMinimum != -1111)
        return fMinimum;

    if (fNcells<=1)
        return 0;

    Double_t minimum=FLT_MAX;

    if (all)
    {
        for (Int_t idx=0; idx<fNcells-2; idx++)
            if (fArray[idx+1] < minimum)
                minimum = fArray[idx+1];
    }
    else
    {
        for (Int_t idx=0; idx<fNcells-2; idx++)
            if (IsUsed(idx) && fArray[idx+1] < minimum)
                minimum = fArray[idx+1];
    }
    return Profile(minimum);
}

// ------------------------------------------------------------------------
//
// Return the maximum contents of all pixels (if all is set, otherwise
// only of all 'used' pixels), fMaximum if fMaximum set
//
Double_t MHCamera::GetMaximum(Bool_t all) const
{
    if (fMaximum!=-1111)
        return fMaximum;

    if (fNcells<=1)
        return 1;

    Double_t maximum=-FLT_MAX;
    if (all)
    {
        for (Int_t idx=0; idx<fNcells-2; idx++)
            if (fArray[idx+1] > maximum)
                maximum = fArray[idx+1];
    }
    else
    {
        for (Int_t idx=0; idx<fNcells-2; idx++)
            if (IsUsed(idx) && fArray[idx+1] > maximum)
                maximum = fArray[idx+1];
    }
    return Profile(maximum);
}

// ------------------------------------------------------------------------
//
// Call this function to draw the camera layout into your canvas.
// Setup a drawing canvas. Add this object and all child objects
// (hexagons, etc) to the current pad. If no pad exists a new one is
// created. (To access the 'real' pad containing the camera you have
// to do a cd(1) in the current layer.
//
// To draw a camera into its own pad do something like:
//
//   MGeomCamMagic m;
//   MHCamera *d=new MHCamera(m);
//
//   TCanvas *c = new TCanvas;
//   c->Divide(2,1);
//   c->cd(1);
//
//   d->FillRandom();
//   d->Draw();
//   d->SetBit(kCanDelete);
//
// There are several drawing options:
//   'hist'        Draw as a standard TH1 histogram (value vs. pixel index)
//   'box'         Draw hexagons which size is in respect to its contents
//   'nocol'       Leave the 'boxed' hexagons empty
//   'pixelindex'  Display the pixel index in each pixel
//   'sectorindex' Display the sector index in each pixel
//   'content'     Display the relative content aligned to GetMaximum() and
//                 GeMinimum() ((val-min)/(max-min))
//   'proj'        Display the y-projection of the histogram
//
void MHCamera::Draw(Option_t *option)
{
    // root 3.02:
    // gPad->SetFixedAspectRatio()
    const Color_t col = gPad ? gPad->GetFillColor() : 16;
    TVirtualPad  *pad = gPad ? gPad : MH::MakeDefCanvas("CamDisplay", "Mars Camera Display", 656, 600);
    pad->SetBorderMode(0);
    pad->SetFillColor(col);

    //
    // Create an own pad for the MHCamera-Object which can be
    // resized in paint to keep the correct aspect ratio
    //
    pad->Divide(1, 1, 0, 0, col);
    pad->cd(1);
    gPad->SetBorderMode(0);

    TString opt(option);
    opt.ToLower();

    AppendPad(option);

    //
    // Do not change gPad. The user should not see, that Draw
    // changes gPad...
    //
    pad->cd();
}

// ------------------------------------------------------------------------
//
// This is TObject::DrawClone but completely ignores
// gROOT->GetSelectedPad(). tbretz had trouble with this in the past.
// If this makes trouble please write a bug report.
//
TObject *MHCamera::DrawClone(Option_t *option) const 
{
   // Draw a clone of this object in the current pad

   //TVirtualPad *pad = gROOT->GetSelectedPad();
   TVirtualPad *padsav = gPad;
   //if (pad) pad->cd();

   TObject *newobj = Clone();

   if (!newobj)
       return 0;

   /*
   if (pad) {
      if (strlen(option)) pad->GetListOfPrimitives()->Add(newobj,option);
      else                pad->GetListOfPrimitives()->Add(newobj,GetDrawOption());
      pad->Modified(kTRUE);
      pad->Update();
      if (padsav) padsav->cd();
      return newobj;
   }
   */

   TString opt(option);
   opt.ToLower();

   newobj->Draw(opt.IsNull() ? GetDrawOption() : option);

   if (padsav)
       padsav->cd();

   return newobj;
}

// ------------------------------------------------------------------------
//
// Creates a TH1D which contains the projection of the contents of the
// MHCamera onto the y-axis. The maximum and minimum are calculated
// such that a slighly wider range than (GetMinimum(), GetMaximum()) is
// displayed using THLimitsFinder::OptimizeLimits.
//
// If no name is given the newly allocated histogram is removed from
// the current directory calling SetDirectory(0) in any other case
// the newly created histogram is removed from the current directory
// and added to gROOT such the gROOT->FindObject can find the histogram.
//
// If the standard name "_py" is given "_py" is appended to the name
// of the MHCamera and the corresponding histogram is searched using
// gROOT->FindObject and updated with the present projection.
//
// It is the responsibility of the user to make sure, that the newly
// created histogram is freed correctly.
//
// Currently the new histogram is restrictred to 50 bins.
// Maybe a optimal number can be calulated from the number of
// bins on the x-axis of the MHCamera?
//
// The code was taken mainly from TH2::ProjectX such the interface
// is more or less the same than to TH2-projections.
//
TH1D *MHCamera::Projection(const char *name) const
{
    Int_t nbins = 50;

    // Create the projection histogram
    TString pname(name);
    if (name=="_py")
        pname.Prepend(GetName());

    TH1D *h1=0;

    //check if histogram with identical name exist
    TObject *h1obj = gROOT->FindObject(pname);
    if (h1obj && h1obj->InheritsFrom("TH1D")) {
        h1 = (TH1D*)h1obj;
        h1->Reset();
    }

    if (!h1)
    {
        Double_t min = GetMinimum();
        Double_t max = GetMaximum();

        Int_t newbins=0;

        THLimitsFinder::OptimizeLimits(nbins, newbins, min, max, kFALSE);

        h1 = new TH1D(pname, GetTitle(), nbins, min, max);
        h1->SetDirectory(pname.IsNull() ? NULL : gROOT);
        h1->SetXTitle(GetYaxis()->GetTitle());
        h1->SetYTitle("Counts");
        h1->Sumw2();
    }

    // Fill the projected histogram
    for (Int_t binx =0;binx<=GetNbinsX()+1;binx++) {
        const Double_t cont = GetBinContent(binx);
        if (cont!=0)
            h1->Fill(cont);
    }

    h1->SetEntries(GetXaxis()->GetNbins());

    return h1;
}

// ------------------------------------------------------------------------
//
// Resizes the current pad so that the camera is displayed in its
// correct aspect ratio
//
void MHCamera::SetRange()
{
    const Float_t range = fGeomCam->GetMaxRadius()*1.05;

    //
    // Maintain aspect ratio
    //
    const float ratio = TestBit(kNoLegend) ? 1 : 1.15;

    //
    // Calculate width and height of the current pad in pixels
    //
    Float_t w = gPad->GetWw();
    Float_t h = gPad->GetWh()*ratio;

    //
    // This prevents the pad from resizing itself wrongly
    //
    if (gPad->GetMother() != gPad)
    {
        w *= gPad->GetMother()->GetAbsWNDC();
        h *= gPad->GetMother()->GetAbsHNDC();
    }

    //
    // Set Range (coordinate system) of pad
    //
    gPad->Range(-range, -range, (2*ratio-1)*range, range);

    //
    // Resize Pad to given ratio
    //
    if (h<w)
        gPad->SetPad((1.-h/w)/2, 0, (h/w+1.)/2, 1);
    else
        gPad->SetPad(0, (1.-w/h)/2, 1, (w/h+1.)/2);
}

// ------------------------------------------------------------------------
//
// Updates the pixel colors and paints the pixels
//
void MHCamera::Update(Bool_t islog, Bool_t isbox, Bool_t iscol)
{
    Double_t min = GetMinimum(kFALSE);
    Double_t max = GetMaximum(kFALSE);
    if (min==FLT_MAX)
    {
        min = 0;
        max = 1;
    }

    if (min==max)
        max += 1;

    UpdateLegend(min, max, islog);

    MHexagon hex;
    for (Int_t i=0; i<fNcells-2; i++)
    {
        if (IsUsed(i) && iscol)
        {
            if (TMath::IsNaN(fArray[i+1]))
                gLog << warn << "MHCamera::Update: " << GetName() << " <" << GetTitle() << "> - Pixel Index #" << i << " contents is NaN (Not a Number)..." << endl;

            hex.SetFillColor(GetColor(GetBinContent(i+1), min, max, islog));
        }
        else
            hex.SetFillColor(10);

        MGeomPix &pix = (*fGeomCam)[i];
        if (!isbox)
            hex.PaintHexagon(pix.GetX(), pix.GetY(), pix.GetD());
        else
            if (IsUsed(i) && !TMath::IsNaN(fArray[i+1]))
            {
                Float_t size = pix.GetD()*(GetBinContent(i+1)-min)/(max-min);
                if (size>pix.GetD())
                    size=pix.GetD();
                hex.PaintHexagon(pix.GetX(), pix.GetY(), size);
            }
    }
}

// ------------------------------------------------------------------------
//
// Print minimum and maximum
//
void MHCamera::Print(Option_t *) const
{
    gLog << all << "Minimum: " << GetMinimum();
    if (fMinimum==-1111)
        gLog << " <autoscaled>";
    gLog << endl;
    gLog << "Maximum: " << GetMaximum();
    if (fMaximum==-1111)
        gLog << " <autoscaled>";
    gLog << endl;
}

// ------------------------------------------------------------------------
//
// Paint the y-axis title
//
void MHCamera::PaintAxisTitle()
{
    const Float_t range = fGeomCam->GetMaxRadius()*1.05;
    const Float_t w = (1 + 1.5/sqrt((float)(fNcells-2)))*range;

    TLatex *ptitle = new TLatex(w, -.90*range, GetYaxis()->GetTitle());

    ptitle->SetTextSize(0.05);
    ptitle->SetTextAlign(21);

    // box with the histogram title
    ptitle->SetTextColor(gStyle->GetTitleTextColor());
#if ROOT_VERSION_CODE > ROOT_VERSION(3,05,01)
    ptitle->SetTextFont(gStyle->GetTitleFont(""));
#endif
    ptitle->Paint();
}

// ------------------------------------------------------------------------
//
// Paints the camera.
//
void MHCamera::Paint(Option_t *o)
{
    if (fNcells<=1)
        return;

    TString opt(o);
    opt.ToLower();

    if (opt.Contains("hist"))
    {
        opt.ReplaceAll("hist", "");
        TH1D::Paint(opt);
        return;
    }

    if (opt.Contains("proj"))
    {
      opt.ReplaceAll("proj", "");
      Projection(GetName())->Paint(opt);
      return;
    }
    
    gPad->Clear();

    // Maintain aspect ratio
    SetRange();

    Bool_t isbox = opt.Contains("box");
    Bool_t iscol = isbox ? !opt.Contains("nocol") : 1;

    if (GetPainter())
    {
        // Paint statistics
        if (!TestBit(TH1::kNoStats))
            fPainter->PaintStat(gStyle->GetOptStat(), NULL);

        // Paint primitives (pixels, color legend, photons, ...)
        if (fPainter->InheritsFrom(THistPainter::Class()))
        {
            static_cast<THistPainter*>(fPainter)->MakeChopt("");
            static_cast<THistPainter*>(fPainter)->PaintTitle();
        }
    }

    // Update Contents of the pixels and paint legend
    Update(gPad->GetLogy(), isbox, iscol);
    PaintAxisTitle();

    if (opt.Contains("pixelindex"))
        PaintIndices(0);
    if (opt.Contains("sectorindex"))
        PaintIndices(1);
    if (opt.Contains("content"))
        PaintIndices(2);
}

// ------------------------------------------------------------------------
//
// With this function you can change the color palette. For more
// information see TStyle::SetPalette. Only palettes with 50 colors
// are allowed.
// In addition you can use SetPalette(52, 0) to create an inverse
// deep blue sea palette
//
void MHCamera::SetPalette(Int_t ncolors, Int_t *colors)
{
    //
    // If not enough colors are specified skip this.
    //
    if (ncolors>1 && ncolors<50)
    {
        gLog << err << "MHCamera::SetPalette: Only default palettes with 50 colors are allowed... ignored." << endl;
        return;
    }

    //
    // If ncolors==52 create a reversed deep blue sea palette
    //
    if (ncolors==52)
    {
        gStyle->SetPalette(51, NULL);
        TArrayI c(kItemsLegend);
        for (int i=0; i<kItemsLegend; i++)
            c[kItemsLegend-i-1] = gStyle->GetColorPalette(i);
        gStyle->SetPalette(kItemsLegend, c.GetArray());
    }
    else
        gStyle->SetPalette(ncolors, colors);

    fColors.Set(kItemsLegend);
    for (int i=0; i<kItemsLegend; i++)
        fColors[i] = gStyle->GetColorPalette(i);
}


void MHCamera::SetPrettyPalette()
{
    if (!TString(GetDrawOption()).Contains("hist", TString::kIgnoreCase))
        SetPalette(1, 0);
}

void MHCamera::SetDeepBlueSeaPalette()
{
    if (!TString(GetDrawOption()).Contains("hist", TString::kIgnoreCase))
        SetPalette(51, 0);
}

void MHCamera::SetInvDeepBlueSeaPalette()
{
    if (!TString(GetDrawOption()).Contains("hist", TString::kIgnoreCase))
        SetPalette(52, 0);
}

void MHCamera::PaintIndices(Int_t type)
{
    if (fNcells<=1)
        return;

    const Double_t min = GetMinimum();
    const Double_t max = GetMaximum();

    if (type==2 && max==min)
        return;

    TText txt;
    txt.SetTextFont(122);
    txt.SetTextAlign(22);   // centered/centered

    for (Int_t i=0; i<fNcells-2; i++)
    {
        const MGeomPix &h = (*fGeomCam)[i];

        TString num;
        switch (type)
        {
        case 0: num += i; break;
        case 1: num += h.GetSector(); break;
        case 2: num += (Int_t)((fArray[i+1]-min)/(max-min)); break;
        }

        // FIXME: Should depend on the color of the pixel...
        //(GetColor(GetBinContent(i+1), min, max, 0));
        txt.SetTextColor(kRed);
        txt.SetTextSize(0.3*h.GetD()/fGeomCam->GetMaxRadius()/1.05);
        txt.PaintText(h.GetX(), h.GetY(), num);
    }
}

// ------------------------------------------------------------------------
//
// Call this function to add a MCamEvent on top of the present contents.
//
void MHCamera::AddCamContent(const MCamEvent &event, Int_t type)
{
    if (fNcells<=1 || IsFreezed())
        return;

    // FIXME: Security check missing!
    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        Double_t val=0;
        if (event.GetPixelContent(val, idx, *fGeomCam, type)/* && !IsUsed(idx)*/)
            SetUsed(idx);

        Fill(idx, val); // FIXME: Slow!
    }
    fEntries++;
}

// ------------------------------------------------------------------------
//
// Call this function to add a MCamEvent on top of the present contents.
//
void MHCamera::SetCamError(const MCamEvent &evt, Int_t type)
{

    if (fNcells<=1 || IsFreezed())
        return;

    // FIXME: Security check missing!
    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        Double_t val=0;
        if (evt.GetPixelContent(val, idx, *fGeomCam, type)/* && !IsUsed(idx)*/)
            SetUsed(idx);

        SetBinError(idx+1, val); // FIXME: Slow!
    }
}

Stat_t MHCamera::GetBinError(Int_t bin) const
{
    Double_t rc = 0;
    if (TestBit(kVariance) && GetEntries()>0) // error on the mean
    {
        const Double_t error = fSumw2.fArray[bin]/GetEntries();
        const Double_t val   = fArray[bin]/GetEntries();
        rc = TMath::Sqrt(error - val*val);
    }
    else
      {
        rc = TH1D::GetBinError(bin);
        rc = Profile(rc);
      }

    return rc;
}

// ------------------------------------------------------------------------
//
// Call this function to add a MHCamera on top of the present contents.
// Type:
//  0) bin content
//  1) errors
//  2) rel. errors
//
void MHCamera::AddCamContent(const MHCamera &d, Int_t type)
{
    if (fNcells!=d.fNcells || IsFreezed())
        return;

    // FIXME: Security check missing!
    for (Int_t idx=0; idx<fNcells-2; idx++)
        if (d.IsUsed(idx))
            SetUsed(idx);

    switch (type)
    {
    case 1:
        for (Int_t idx=0; idx<fNcells-2; idx++)
            Fill(idx, d.GetBinError(idx+1));
        break;
    case 2:
        for (Int_t idx=0; idx<fNcells-2; idx++)
            if (d.GetBinContent(idx+1)!=0)
                Fill(idx, TMath::Abs(d.GetBinError(idx+1)/d.GetBinContent(idx+1)));
        break;
    default:
        for (Int_t idx=0; idx<fNcells-2; idx++)
            Fill(idx, d.GetBinContent(idx+1));
        break;
    }
    fEntries++;
}

// ------------------------------------------------------------------------
//
// Call this function to add a TArrayD on top of the present contents.
//
void MHCamera::AddCamContent(const TArrayD &event, const TArrayC *used)
{
    if (event.GetSize()!=fNcells-2 || IsFreezed())
        return;

    if (used && used->GetSize()!=fNcells-2)
        return;

    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        Fill(idx, const_cast<TArrayD&>(event)[idx]); // FIXME: Slow!

        if (!used || (*const_cast<TArrayC*>(used))[idx])
            SetUsed(idx);
    }
    fEntries++;
}

// ------------------------------------------------------------------------
//
// Call this function to add a MCamEvent on top of the present contents.
// 1 is added to each pixel if the contents of MCamEvent>threshold
//
void MHCamera::CntCamContent(const MCamEvent &event, Double_t threshold, Int_t type)
{
    if (fNcells<=1 || IsFreezed())
        return;

    // FIXME: Security check missing!
    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        Double_t val=threshold;
        if (event.GetPixelContent(val, idx, *fGeomCam, type)/* && !IsUsed(idx)*/)
            SetUsed(idx);

        if (val>threshold)
            Fill(idx);
    }
    fEntries++;
}

// ------------------------------------------------------------------------
//
// Call this function to add a TArrayD on top of the present contents.
// 1 is added to each pixel if the contents of MCamEvent>threshold
//
void MHCamera::CntCamContent(const TArrayD &event, Double_t threshold, Bool_t ispos)
{
    if (event.GetSize()!=fNcells-2 || IsFreezed())
        return;

    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        if (const_cast<TArrayD&>(event)[idx]>threshold)
            Fill(idx);

        if (!ispos || fArray[idx+1]>0)
            SetUsed(idx);
    }
    fEntries++;
}

// ------------------------------------------------------------------------
//
// Fill the pixels with random contents.
//
void MHCamera::FillRandom()
{
    if (fNcells<=1 || IsFreezed())
        return;

    Reset();

    // FIXME: Security check missing!
    for (Int_t idx=0; idx<fNcells-2; idx++)
    {
        Fill(idx, gRandom->Uniform()*fGeomCam->GetPixRatio(idx));
        SetUsed(idx);
    }
    fEntries=1;
}


// ------------------------------------------------------------------------
//
// The array must be in increasing order, eg: 2.5, 3.7, 4.9
// The values in each bin are replaced by the interval in which the value
// fits. In the example we have four intervals
// (<2.5, 2.5-3.7, 3.7-4.9, >4.9). Maximum and minimum are set
// accordingly.
//
void MHCamera::SetLevels(const TArrayF &arr)
{
    if (fNcells<=1)
        return;

    for (Int_t i=0; i<fNcells-2; i++)
    {
        if (!IsUsed(i))
            continue;

        Int_t j = arr.GetSize();
        while (j && fArray[i+1]<arr[j-1])
            j--;

        fArray[i+1] = j;
    }
    SetMaximum(arr.GetSize());
    SetMinimum(0);
}

// ------------------------------------------------------------------------
//
// Reset the all pixel colors to a default value
//
void MHCamera::Reset(Option_t *opt)
{
    if (fNcells<=1 || IsFreezed())
        return;

    TH1::Reset(opt);

    for (Int_t i=0; i<fNcells-2; i++)
    {
        fArray[i+1]=0;
        ResetUsed(i);
    }
    fArray[0]         = 0;
    fArray[fNcells-1] = 0;
} 

// ------------------------------------------------------------------------
//
//  Here we calculate the color index for the current value.
//  The color index is defined with the class TStyle and the
//  Color palette inside. We use the command gStyle->SetPalette(1,0)
//  for the display. So we have to convert the value "wert" into
//  a color index that fits the color palette.
//  The range of the color palette is defined by the values fMinPhe
//  and fMaxRange. Between this values we have 50 color index, starting
//  with 0 up to 49.
//
Int_t MHCamera::GetColor(Float_t val, Float_t min, Float_t max, Bool_t islog)
{
    if (TMath::IsNaN(val)) // FIXME: gLog!
        return 10;

    //
    //   first treat the over- and under-flows
    //
    const Int_t maxcolidx = kItemsLegend-1;

    if (val >= max)
        return fColors[maxcolidx];

    if (val <= min)
        return fColors[0];

    //
    // calculate the color index
    //
    Float_t ratio;
    if (islog && min>0)
        ratio = log10(val/min) / log10(max/min);
    else
        ratio = (val-min) / (max-min);

    const Int_t colidx = (Int_t)(ratio*maxcolidx + .5);
    return fColors[colidx];
}

TPaveStats *MHCamera::GetStatisticBox()
{
    TObject *obj = 0;

    TIter Next(fFunctions);
    while ((obj = Next()))
        if (obj->InheritsFrom(TPaveStats::Class()))
            return static_cast<TPaveStats*>(obj);

    return NULL;
}

// ------------------------------------------------------------------------
//
//  Change the text on the legend according to the range of the Display
//
void MHCamera::UpdateLegend(Float_t min, Float_t max, Bool_t islog)
{
    const Float_t range = fGeomCam->GetMaxRadius()*1.05;

    TArrow arr;
    arr.PaintArrow(-range*.9, -range*.9, -range*.6, -range*.9, 0.025);
    arr.PaintArrow(-range*.9, -range*.9, -range*.9, -range*.6, 0.025);

    TString text;
    text += (int)(range*.3);
    text += "mm";

    TText newtxt2;
    newtxt2.SetTextSize(0.04);
    newtxt2.PaintText(-range*.85, -range*.85, text);

    text = "";
    text += (float)((int)(range*.3*fGeomCam->GetConvMm2Deg()*10))/10;
    text += "\\circ";
    text = text.Strip(TString::kLeading);

    TLatex latex;
    latex.PaintLatex(-range*.85, -range*.75, 0, 0.04, text);

    if (TestBit(kNoLegend))
        return;

    TPaveStats *stats = GetStatisticBox();

    const Float_t hndc   = 0.92 - (stats ? stats->GetY1NDC() : 1);
    const Float_t H      = (0.75-hndc)*range;
    const Float_t offset = hndc*range;

    const Float_t h = 2./kItemsLegend;
    const Float_t w = range/sqrt((float)(fNcells-2));

    TBox newbox;
    TText newtxt;
    newtxt.SetTextSize(0.03);
    newtxt.SetTextAlign(12);
#if ROOT_VERSION_CODE > ROOT_VERSION(3,01,06)
    newtxt.SetBit(/*kNoContextMenu|*/kCannotPick);
    newbox.SetBit(/*kNoContextMenu|*/kCannotPick);
#endif

    const Float_t step   = (islog && min>0 ? log10(max/min) : max-min) / kItemsLegend;
    const Int_t   firsts = step*3 < 1e-8 ? 8 : (Int_t)floor(log10(step*3));
    const TString opt    = Form("%%.%if", firsts>0 ? 0 : TMath::Abs(firsts));

    for (Int_t i=0; i<kItemsLegend+1; i+=3)
    {
        Float_t val;
        if (islog && min>0)
            val = pow(10, step*i) * min;
        else
            val = min + step*i;

        //const bool dispexp = max-min>1.5 && fabs(val)>0.1 && fabs(val)<1e6;
        newtxt.PaintText(range+1.5*w, H*(i*h-1)-offset, Form(opt, val));
    }

    for (Int_t i=0; i<kItemsLegend; i++)
    {
        newbox.SetFillColor(fColors[i]);
        newbox.PaintBox(range, H*(i*h-1)-offset, range+w, H*((i+1)*h-1)-offset);
    }
}

// ------------------------------------------------------------------------
//
// Save primitive as a C++ statement(s) on output stream out
//
void MHCamera::SavePrimitive(ofstream &out, Option_t *opt)
{
    gLog << err << "MHCamera::SavePrimitive: Must be rewritten!" << endl;
    /*
    if (!gROOT->ClassSaved(TCanvas::Class()))
        fDrawingPad->SavePrimitive(out, opt);

    out << "   " << fDrawingPad->GetName() << "->SetWindowSize(";
    out << fDrawingPad->GetWw() << "," << fDrawingPad->GetWh() << ");" << endl;
    */
}

// ------------------------------------------------------------------------
//
// compute the distance of a point (px,py) to the Camera
// this functions needed for graphical primitives, that
// means without this function you are not able to interact
// with the graphical primitive with the mouse!!!
//
// All calcutations are done in pixel coordinates
//
Int_t MHCamera::DistancetoPrimitive(Int_t px, Int_t py)
{
    if (fNcells<=1)
        return 999999;

    const Int_t kMaxDiff = 7;

    TPaveStats *box = (TPaveStats*)gPad->GetPrimitive("stats");
    if (box)
    {
        const Double_t w = box->GetY2NDC()-box->GetY1NDC();
        box->SetX1NDC(gStyle->GetStatX()-gStyle->GetStatW());
        box->SetY1NDC(gStyle->GetStatY()-w);
        box->SetX2NDC(gStyle->GetStatX());
        box->SetY2NDC(gStyle->GetStatY());
    }

    if (TString(GetDrawOption()).Contains("hist", TString::kIgnoreCase))
        return TH1D::DistancetoPrimitive(px, py);

    for (Int_t i=0; i<fNcells-2; i++)
    {
        MHexagon hex((*fGeomCam)[i]);
        if (hex.DistancetoPrimitive(px, py)==0)
            return 0;
    }

    if (!box)
        return 999999;

    const Int_t dist = box->DistancetoPrimitive(px, py);
    if (dist > kMaxDiff)
        return 999999;

    gPad->SetSelected(box);
    return dist;
}

// ------------------------------------------------------------------------
//
//
Int_t MHCamera::GetPixelIndex(Int_t px, Int_t py) const
{
    if (fNcells<=1)
        return -1;

    Int_t i;
    for (i=0; i<fNcells-2; i++)
    {
        MHexagon hex((*fGeomCam)[i]);
        if (hex.DistancetoPrimitive(px, py)>0)
            continue;

        return i;
    }
    return -1;
}

// ------------------------------------------------------------------------
//
// Returns string containing info about the object at position (px,py).
// Returned string will be re-used (lock in MT environment).
//
char *MHCamera::GetObjectInfo(Int_t px, Int_t py) const
{
    if (TString(GetDrawOption()).Contains("hist", TString::kIgnoreCase))
        return TH1D::GetObjectInfo(px, py);

    static char info[128];

    const Int_t idx=GetPixelIndex(px, py);

    if (idx<0)
        return TObject::GetObjectInfo(px, py);

    sprintf(info, "Software Pixel Index: %d (Hardware Id=%d)", idx, idx+1);
    return info;
}

// ------------------------------------------------------------------------
//
// Add a MCamEvent which should be displayed when the user clicks on a
// pixel.
// Warning: The object MUST inherit from TObject AND MCamEvent
//
void MHCamera::AddNotify(TObject *obj)
{
    // Make sure, that the object derives from MCamEvent!
    MCamEvent *evt = dynamic_cast<MCamEvent*>(obj);
    if (!evt)
    {
        gLog << err << "ERROR: MHCamera::AddNotify - TObject doesn't inherit from MCamEvent... ignored." << endl;
        return;
    }

    // Make sure, that it is deleted from the list too, if the obj is deleted
    obj->SetBit(kMustCleanup);

    // Add object to list
    fNotify->Add(obj);
}

// ------------------------------------------------------------------------
//
// Execute a mouse event on the camera
//
void MHCamera::ExecuteEvent(Int_t event, Int_t px, Int_t py)
{
    if (TString(GetDrawOption()).Contains("hist", TString::kIgnoreCase))
    {
        TH1D::ExecuteEvent(event, px, py);
        return;
    }
    //if (event==kMouseMotion && fStatusBar)
    //    fStatusBar->SetText(GetObjectInfo(px, py), 0);
    if (event!=kButton1Down)
        return;

    const Int_t idx = GetPixelIndex(px, py);
    if (idx<0)
        return;

    gLog << all << GetTitle() << " <" << GetName() << ">" << endl;
    gLog << "Software Pixel Idx: " << idx << endl;
    gLog << "Hardware Pixel Id:  " << idx+1 << endl;
    gLog << "Contents:           " << GetBinContent(idx+1);
    if (GetBinError(idx+1)>0)
        gLog << " +/- " << GetBinError(idx+1);
    gLog << "  <" << (IsUsed(idx)?"on":"off") << ">" << endl;

    if (fNotify && fNotify->GetSize()>0)
    {
        // FIXME: Is there a simpler and more convinient way?

        // The name which is created here depends on the instance of
        // MHCamera and on the pad on which it is drawn --> The name
        // is unique. For ExecuteEvent gPad is always correctly set.
        const TString name = Form("%p;%p;PixelContent", this, gPad);

        TCanvas *old = (TCanvas*)gROOT->GetListOfCanvases()->FindObject(name);
        if (old)
            old->cd();
        else
            new TCanvas(name);

        /*
         TIter Next(gPad->GetListOfPrimitives());
         TObject *o;
         while (o=Next()) cout << o << ": " << o->GetName() << " " << o->IsA()->GetName() << endl;
         */

        // FIXME: Make sure, that the old histograms are really deleted.
        //        Are they already deleted?

        // The dynamic_cast is necessary here: We cannot use ForEach
        TIter Next(fNotify);
        MCamEvent *evt;
        while ((evt=dynamic_cast<MCamEvent*>(Next())))
            evt->DrawPixelContent(idx);

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

UInt_t MHCamera::GetNumPixels() const
{
    return fGeomCam->GetNumPixels();
}

TH1 *MHCamera::DrawCopy() const
{
    gPad=NULL;
    return TH1D::DrawCopy(fName+";cpy");
}