RootHelpers Namespace Reference

Functions
double	Interpolate (const TH1 *histo, const double x)
double	Interpolate (const TH1 *histo, const double x, const double y)
double	Interpolate2D (const TH1 *histo, const double x, const double y, const int xAxis, const int yAxis, const int otherDimBin)
double	Interpolate (const TH1 *histo, const double x, const double y, const double z)
Int_t	FindBin (const TAxis *axis, const double x)

Function Documentation

FindBin()

Int_t RootHelpers::FindBin	(	const TAxis *	axis,
		const double	x
	)

Definition at line 14 of file RootHelpers.cxx.

{
    // Copied from ROOT directly and trivially modified, all credit to ROOT authors of TAxis FindBin method
    // This is done because I want a const version of bin finding (no expanding on under/overflow)
    const double fXmin = axis->GetXmin();
    const double fXmax = axis->GetXmax();
    const Int_t fNbins = axis->GetNbins();
    const TArrayD* fXbins = axis->GetXbins();
    Int_t bin;
    if (x < fXmin) {              //*-* underflow
       bin = 0;
    } else  if ( !(x < fXmax)) {     //*-* overflow  (note the way to catch NaN
       bin = fNbins+1;
    } else {
       if (!fXbins->fN) {        //*-* fix bins
          bin = 1 + int (fNbins*(x-fXmin)/(fXmax-fXmin) );
       } else {                  //*-* variable bin sizes
          //for (bin =1; x >= fXbins->fArray[bin]; bin++);
          bin = 1 + TMath::BinarySearch(fXbins->fN,fXbins->fArray,x);
       }
    }
    return bin;
}

Interpolate() [1/3]

double RootHelpers::Interpolate	(	const TH1 *	histo,
		const double	x
	)

Definition at line 39 of file RootHelpers.cxx.

{
    // Copied from ROOT directly and trivially modified, all credit to ROOT authors of TH1, TH2, and TH3 Interpolate methods
    // This is done because I want a const version of interpolation, and none of the methods require modification of the histogram
    // Probable reason is that FindBin isn't const, but there should be a const version...
    Int_t xbin = RootHelpers::FindBin(histo->GetXaxis(),x);
    Double_t x0,x1,y0,y1;
    
    if(x<=histo->GetBinCenter(1)) {
       return histo->GetBinContent(1);
    } else if(x>=histo->GetBinCenter(histo->GetNbinsX())) {
       return histo->GetBinContent(histo->GetNbinsX());
    } else {
       if(x<=histo->GetBinCenter(xbin)) {
          y0 = histo->GetBinContent(xbin-1);
          x0 = histo->GetBinCenter(xbin-1);
          y1 = histo->GetBinContent(xbin);
          x1 = histo->GetBinCenter(xbin);
       } else {
          y0 = histo->GetBinContent(xbin);
          x0 = histo->GetBinCenter(xbin);
          y1 = histo->GetBinContent(xbin+1);
          x1 = histo->GetBinCenter(xbin+1);
       }
    return y0 + (x-x0)*((y1-y0)/(x1-x0));
    }
}

Interpolate() [2/3]

double RootHelpers::Interpolate	(	const TH1 *	histo,
		const double	x,
		const double	y
	)

Definition at line 67 of file RootHelpers.cxx.

{
    // Call the unified method for consistency
    return RootHelpers::Interpolate2D(histo,x,y,1,2,-1);
}

Interpolate() [3/3]

double RootHelpers::Interpolate	(	const TH1 *	histo,
		const double	x,
		const double	y,
		const double	z
	)

Definition at line 233 of file RootHelpers.cxx.

{
    // Copied from ROOT directly and trivially modified, all credit to ROOT authors of TH1, TH2, and TH3 Interpolate methods
    // This is done because I want a const version of interpolation, and none of the methods require modification of the histogram
    // Probable reason is that FindBin isn't const, but there should be a const version...
    const TAxis* fXaxis = histo->GetXaxis();
    const TAxis* fYaxis = histo->GetYaxis();
    const TAxis* fZaxis = histo->GetZaxis();
 
    // Find the bin by bin edges
    Int_t ubx = RootHelpers::FindBin(fXaxis,x);
    Int_t uby = RootHelpers::FindBin(fYaxis,y);
    Int_t ubz = RootHelpers::FindBin(fZaxis,z);
    
    // Check if the value(s) are outside of the bin range(s)
    if ( ubx < 1 || ubx > histo->GetNbinsX() || uby < 1 || uby > histo->GetNbinsY() || ubz < 1 || ubz > histo->GetNbinsZ() )
    {
       histo->Error("Interpolate","Cannot interpolate outside histogram domain. (x: %f vs [%f,%f], y: %f vs [%f,%f], z: %f vs [%f,%f])",x,fXaxis->GetBinLowEdge(1),fXaxis->GetBinLowEdge(histo->GetNbinsX()+1),y,fYaxis->GetBinLowEdge(1),fYaxis->GetBinLowEdge(histo->GetNbinsY()+1),z,fZaxis->GetBinLowEdge(1),fZaxis->GetBinLowEdge(histo->GetNbinsZ()+1));
       return 0;
    }
 
    // Now switch from bin edges to bin centres
    // Note that we want to support edge cases, so it is possible that ub* == ob*
    // This functionality is not in original ROOT TH3::Interpolate()
    // This functionality is inspired by TH2::Interpolate()
    Int_t obx = ubx + 1;
    Int_t oby = uby + 1;
    Int_t obz = ubz + 1;
    
    // Calculate distance weights before checking under/overflow bins
    Double_t xw = fXaxis->GetBinCenter(obx) - fXaxis->GetBinCenter(ubx);
    Double_t yw = fYaxis->GetBinCenter(oby) - fYaxis->GetBinCenter(uby);
    Double_t zw = fZaxis->GetBinCenter(obz) - fZaxis->GetBinCenter(ubz);
    
    if (x < fXaxis->GetBinCenter(ubx)) { ubx -= 1; obx -= 1; }
    if (ubx < 1) ubx = 1;
    if (obx > histo->GetNbinsX()) obx = histo->GetNbinsX();
 
    if (y < fYaxis->GetBinCenter(uby)) { uby -= 1; oby -= 1; }
    if (uby < 1) uby = 1;
    if (oby > histo->GetNbinsY()) oby = histo->GetNbinsY();
 
    if (z < fZaxis->GetBinCenter(ubz)) { ubz -= 1; obz -= 1; }
    if (ubz < 1) ubz = 1;
    if (obz > histo->GetNbinsZ()) obz = histo->GetNbinsZ();
 
    // Edge cases were tried with weights set including the under/overflow bins (to follow what TH2::Interpolate() does for boundaries)
    // In some cases, it performed quite poorly
    // Tests of switching to 2D interpolation with the third dimension fixed appeared to work much better
    // Thus, the below is now a switch to bilinear interpolation when bin(s) are equal in trilinear interpolation
    
    // The below code block contains added functionality with respect to standard ROOT TH3::Interpolate()
    // Fall back on bilinear interpolation
    {
        if (ubz == obz)
            return RootHelpers::Interpolate2D(histo,x,y,1,2,ubz);
        else if (uby == oby)
            return RootHelpers::Interpolate2D(histo,x,z,1,3,uby);
        else if (ubx == obx)
            return RootHelpers::Interpolate2D(histo,y,z,2,3,ubx);
        
    }
    
    // Not a boundary case, resume normal ROOT::TH3::Interpolate()
    Double_t xd = (x - fXaxis->GetBinCenter(ubx)) / xw;
    Double_t yd = (y - fYaxis->GetBinCenter(uby)) / yw;
    Double_t zd = (z - fZaxis->GetBinCenter(ubz)) / zw;
    
    
    Double_t v[] = { histo->GetBinContent( ubx, uby, ubz ), histo->GetBinContent( ubx, uby, obz ),
                     histo->GetBinContent( ubx, oby, ubz ), histo->GetBinContent( ubx, oby, obz ),
                     histo->GetBinContent( obx, uby, ubz ), histo->GetBinContent( obx, uby, obz ),
                     histo->GetBinContent( obx, oby, ubz ), histo->GetBinContent( obx, oby, obz ) };
    
    
    Double_t i1 = v[0] * (1 - zd) + v[1] * zd;
    Double_t i2 = v[2] * (1 - zd) + v[3] * zd;
    Double_t j1 = v[4] * (1 - zd) + v[5] * zd;
    Double_t j2 = v[6] * (1 - zd) + v[7] * zd;
    
    
    Double_t w1 = i1 * (1 - yd) + i2 * yd;
    Double_t w2 = j1 * (1 - yd) + j2 * yd;
    
    
    Double_t result = w1 * (1 - xd) + w2 * xd;
    
    return result;
}

Interpolate2D()

double RootHelpers::Interpolate2D	(	const TH1 *	histo,
		const double	x,
		const double	y,
		const int	xAxis,
		const int	yAxis,
		const int	otherDimBin
	)

Definition at line 73 of file RootHelpers.cxx.

{
    // Copied from ROOT directly and trivially modified, all credit to ROOT authors of TH1, TH2, and TH3 Interpolate methods
    // This is done because I want a const version of interpolation, and none of the methods require modification of the histogram
    // Probable reason is that FindBin isn't const, but there should be a const version...
    const TAxis* fXaxis = xAxis == 1 ? histo->GetXaxis() : xAxis == 2 ? histo->GetYaxis() : xAxis == 3 ? histo->GetZaxis() : nullptr;
    const TAxis* fYaxis = yAxis == 1 ? histo->GetXaxis() : yAxis == 2 ? histo->GetYaxis() : yAxis == 3 ? histo->GetZaxis() : nullptr;
 
    if (!fXaxis || !fYaxis)
    {
        histo->Error("Interpolate2D","Failed to parse axes from inputs");
        return 0;
    }
 
    Double_t f=0;
    Double_t x1=0,x2=0,y1=0,y2=0;
    Double_t dx,dy;
    Int_t bin_x = RootHelpers::FindBin(fXaxis,x);
    Int_t bin_y = RootHelpers::FindBin(fYaxis,y);
    if(bin_x<1 || bin_x>fXaxis->GetNbins() || bin_y<1 || bin_y>fYaxis->GetNbins()) {
       histo->Error("Interpolate","Cannot interpolate outside histogram domain. (x: %f vs [%f,%f], y: %f vs [%f,%f])",x,fXaxis->GetBinLowEdge(1),fXaxis->GetBinLowEdge(fXaxis->GetNbins()+1),y,fYaxis->GetBinLowEdge(1),fYaxis->GetBinLowEdge(fYaxis->GetNbins()+1));
       return 0;
    }
    Int_t quadrant = 0; // CCW from UR 1,2,3,4
    // which quadrant of the bin (bin_P) are we in?
    dx = fXaxis->GetBinUpEdge(bin_x)-x;
    dy = fYaxis->GetBinUpEdge(bin_y)-y;
    if (dx<=fXaxis->GetBinWidth(bin_x)/2 && dy<=fYaxis->GetBinWidth(bin_y)/2)
    quadrant = 1; // upper right
    if (dx>fXaxis->GetBinWidth(bin_x)/2 && dy<=fYaxis->GetBinWidth(bin_y)/2)
    quadrant = 2; // upper left
    if (dx>fXaxis->GetBinWidth(bin_x)/2 && dy>fYaxis->GetBinWidth(bin_y)/2)
    quadrant = 3; // lower left
    if (dx<=fXaxis->GetBinWidth(bin_x)/2 && dy>fYaxis->GetBinWidth(bin_y)/2)
    quadrant = 4; // lower right
    switch(quadrant) {
    case 1:
       x1 = fXaxis->GetBinCenter(bin_x);
       y1 = fYaxis->GetBinCenter(bin_y);
       x2 = fXaxis->GetBinCenter(bin_x+1);
       y2 = fYaxis->GetBinCenter(bin_y+1);
       break;
    case 2:
       x1 = fXaxis->GetBinCenter(bin_x-1);
       y1 = fYaxis->GetBinCenter(bin_y);
       x2 = fXaxis->GetBinCenter(bin_x);
       y2 = fYaxis->GetBinCenter(bin_y+1);
       break;
    case 3:
       x1 = fXaxis->GetBinCenter(bin_x-1);
       y1 = fYaxis->GetBinCenter(bin_y-1);
       x2 = fXaxis->GetBinCenter(bin_x);
       y2 = fYaxis->GetBinCenter(bin_y);
       break;
    case 4:
       x1 = fXaxis->GetBinCenter(bin_x);
       y1 = fYaxis->GetBinCenter(bin_y-1);
       x2 = fXaxis->GetBinCenter(bin_x+1);
       y2 = fYaxis->GetBinCenter(bin_y);
       break;
    }
    Int_t bin_x1 = RootHelpers::FindBin(fXaxis,x1);
    if(bin_x1<1) bin_x1=1;
    Int_t bin_x2 = RootHelpers::FindBin(fXaxis,x2);
    if(bin_x2>fXaxis->GetNbins()) bin_x2=fXaxis->GetNbins();
    Int_t bin_y1 = RootHelpers::FindBin(fYaxis,y1);
    if(bin_y1<1) bin_y1=1;
    Int_t bin_y2 = RootHelpers::FindBin(fYaxis,y2);
    if(bin_y2>fYaxis->GetNbins()) bin_y2=fYaxis->GetNbins();
 
    Double_t q11;
    Double_t q12;
    Double_t q21;
    Double_t q22;
    if (otherDimBin > 0)
    {
        // X,Y variable and Z fixed
        if (xAxis == 1 && yAxis == 2)
        {
            q11 = histo->GetBinContent(histo->GetBin(bin_x1,bin_y1,otherDimBin));
            q12 = histo->GetBinContent(histo->GetBin(bin_x1,bin_y2,otherDimBin));
            q21 = histo->GetBinContent(histo->GetBin(bin_x2,bin_y1,otherDimBin));
            q22 = histo->GetBinContent(histo->GetBin(bin_x2,bin_y2,otherDimBin));
        }
        // X,Z variable and Y fixed
        else if (xAxis == 1 && yAxis == 3)
        {
            q11 = histo->GetBinContent(histo->GetBin(bin_x1,otherDimBin,bin_y1));
            q12 = histo->GetBinContent(histo->GetBin(bin_x1,otherDimBin,bin_y2));
            q21 = histo->GetBinContent(histo->GetBin(bin_x2,otherDimBin,bin_y1));
            q22 = histo->GetBinContent(histo->GetBin(bin_x2,otherDimBin,bin_y2));
        }
        // Y,Z variable and X fixed
        else if (xAxis == 2 && yAxis == 3)
        {
            q11 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_x1,bin_y1));
            q12 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_x1,bin_y2));
            q21 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_x2,bin_y1));
            q22 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_x2,bin_y2));
        }
        // Y,X variable and Z fixed
        else if (xAxis == 2 && yAxis == 1)
        {
            q11 = histo->GetBinContent(histo->GetBin(bin_y1,bin_x1,otherDimBin));
            q12 = histo->GetBinContent(histo->GetBin(bin_y1,bin_x2,otherDimBin));
            q21 = histo->GetBinContent(histo->GetBin(bin_y2,bin_x1,otherDimBin));
            q22 = histo->GetBinContent(histo->GetBin(bin_y2,bin_x2,otherDimBin));
        }
        // Z,X variable and Y fixed
        else if (xAxis == 3 && yAxis == 1)
        {
            q11 = histo->GetBinContent(histo->GetBin(bin_y1,otherDimBin,bin_x1));
            q12 = histo->GetBinContent(histo->GetBin(bin_y1,otherDimBin,bin_x2));
            q21 = histo->GetBinContent(histo->GetBin(bin_y2,otherDimBin,bin_x1));
            q22 = histo->GetBinContent(histo->GetBin(bin_y2,otherDimBin,bin_x2));
        }
        // Z,Y variable and X fixed
        else if (xAxis == 3 && yAxis == 2)
        {
            q11 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_y1,bin_x1));
            q12 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_y1,bin_x2));
            q21 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_y2,bin_x1));
            q22 = histo->GetBinContent(histo->GetBin(otherDimBin,bin_y2,bin_x2));
        }
        else
        {
            histo->Error("Interpolate2D","Unsupported axis combination: (x,y)=(%d,%d) with one bin fixed",xAxis,yAxis);
            return 0;
        }
    }
    else
    {
        // X,Y variable, no Z
        if (xAxis == 1 && yAxis == 2)
        {
            q11 = histo->GetBinContent(histo->GetBin(bin_x1,bin_y1));
            q12 = histo->GetBinContent(histo->GetBin(bin_x1,bin_y2));
            q21 = histo->GetBinContent(histo->GetBin(bin_x2,bin_y1));
            q22 = histo->GetBinContent(histo->GetBin(bin_x2,bin_y2));
        }
        // Y,X variable, no Z
        else if (xAxis == 2 && yAxis == 1)
        {
            q11 = histo->GetBinContent(histo->GetBin(bin_y1,bin_x1));
            q12 = histo->GetBinContent(histo->GetBin(bin_y1,bin_x2));
            q21 = histo->GetBinContent(histo->GetBin(bin_y2,bin_x1));
            q22 = histo->GetBinContent(histo->GetBin(bin_y2,bin_x2));
        }
        else
        {
            histo->Error("Interpolate2D","Unsupported axis combination: (x,y)=(%d,%d)",xAxis,yAxis);
            return 0;
        }
    }
    
    Double_t d = 1.0*(x2-x1)*(y2-y1);
    f = 1.0*q11/d*(x2-x)*(y2-y)+1.0*q21/d*(x-x1)*(y2-y)+1.0*q12/d*(x2-x)*(y-y1)+1.0*q22/d*(x-x1)*(y-y1);
    return f;
}