Canonical entropy formula

For $Z={\sum }_i{e}^{-\beta E_i}$ and $U=⟨E⟩$, the entropy is $S=k_B\ln Z+U/T$. It follows directly by substituting canonical probabilities into $S=-k_B{\sum }_i{p}_i\ln p_i$.