The lack of continuity was annoying...
...at least in the video version I saw. The Joe character only pops up to sing Ole Man River; we're not told how or why he had such a warm relationship with Julie before they say goodbye. And what happened to Julie's husband? No answer in the movie (at least this version).
I also thought the Champions were excellent but got too much screen time, considering their limited role in the plot.