Quite a few musicals have no dialogue. Sorry you didn't enjoy it but it's definitely not opera. I only tried that once (Madam Butterfly) and I won't be going again any time soon
But you may like Miss Saigon: A sung-through non-opera of the same book that Madam Butterfly was based on by the same people who did Les Miserables!
Small world ain't it?