So did Jesus and Mary Magdalene have a secret thing going?

seems there are lots of important bits of the story missing in the bible. I mean, it would be perfectly normal (in fact preferable) for Jesus to have had a lover - he may have been the son of God but he was living in a humble human body. Why shouldn't he have been in love with Mary Magdalene? Is it really a cover up?