There is nothing in the four gospels to say that Jesus was celibate, or even that he was not a widower. The gospels record only what the Disciples thought important, not every aspect of Jesus life.
So9
Jesus was an observant Jew, was he not?? If so, then it would have been VERY odd for him not to have taken a wife. (I think. I am no expert on ancient Jewish customs)