"""W06: triangle coordinates and perspective interpolation, CPU-only."""importmathdefbarycentric(point,a,b,c):ifany(len(p)!=2orany(notmath.isfinite(x)forxinp)forpin(point,a,b,c)):raiseValueError("finite two-dimensional points required")ux,uy=b[0]-a[0],b[1]-a[1]vx,vy=c[0]-a[0],c[1]-a[1]px,py=point[0]-a[0],point[1]-a[1]determinant=ux*vy-uy*vxifnotmath.isfinite(determinant)ordeterminant==0:raiseValueError("degenerate or unrepresentable triangle")beta=(px*vy-py*vx)/determinantgamma=(ux*py-uy*px)/determinantresult=(1-beta-gamma,beta,gamma)ifnotall(math.isfinite(x)forxinresult):raiseValueError("nonfinite weights")returnresultdefperspective(weights,w,attributes):iflen(weights)!=3orlen(w)!=3orlen(attributes)!=3ornotattributes[0]:raiseValueError("three vertices and nonempty attributes required")width=len(attributes[0])ifwidth>64orany(len(row)!=widthforrowinattributes):raiseValueError("attribute shape")ifany(notmath.isfinite(x)forxin[*weights,*w,*[vforrowinattributesforvinrow]]):raiseValueError("finite inputs required")ifany(x<0forxinweights)ornotmath.isclose(math.fsum(weights),1.,rel_tol=0.,abs_tol=1e-12):raiseValueError("inside-triangle weights summing to one required")ifany(x<=0forxinw):raiseValueError("positive clip w required in this bounded lab")coefficients=[a/bfora,binzip(weights,w)]denominator=math.fsum(coefficients)ifnotmath.isfinite(denominator)ordenominator<=0:raiseValueError("invalid denominator")result=[math.fsum(c*row[k]forc,rowinzip(coefficients,attributes))/denominatorforkinrange(width)]ifnotall(math.isfinite(x)forxinresult):raiseValueError("nonfinite attribute")returnresultif__name__=='__main__':print(barycentric((1,1),(0,0),(4,0),(0,4)))print(perspective([.5,.25,.25],[1,2,4],[[0],[8],[16]]))