Its hard to tell from reading the King James version of the bible.
I don't think there is any evidence there but in some of the books that were left out of the bible there is a possibility. Not married but they may have been living in sin.lol Which is kind of funny for being the big kahuana. I believe that Mary just idolized Jesus for saving her from a life of prostitution