Let $X$ be a compact K\"ahler manifold with given ample line bundle $L$. In \cite{Don05}, Donaldson proved that the Calabi energy of metric in $c_1(L)$ is bounded from below by supremum normalized version minus Donaldson--Futaki invariants test configurations $(X,L)$. He also conjectured bound sharp. this paper, we prove analogue Donaldson's conjecture, show if enlarge space to geodesic rays $\...