Based on the quantization of one-photon electromagnetic field described in terms of the Riemann-Silberstein complex vector F, we construct the eigenvector set of F, this set is orthonormal and complete, with which we introduce the phase operator for one-photon state. It is shown that this phase operator manifestly exhibits phase behaviour.