Some of the scenes were filmed at the Church of Saints Peter and Paul in San Francisco while it was being built. This imposing Catholic church stands near Washington Square in the North Beach neighborhood.
Yes, the church in the Italian section of SF, where DiMaggio and Marilyn Monroe got married.