Hi Ryan(onomous),
Consider f(x,y) = z, where x=r\cos\phi and y=r\sin\phi,
we calculate the metric via the 1st fundamental form on the surface:
g_{11} = E = x_{,r}x_{,r}+y_{,r}y_{,r}+z_{,r}z_{,r},
g_{12} = F = x_{,r}x_{,\phi}+y_{,r}y_{,\phi}+z_{,r}z_{,\phi},
g_{22} = G =...