If someone is pulled into the water unexpectedly, and so maybe did not a get a good breath of air, how long would they remain conscious for before passing out?

i was thinking specifically of the trainer that got killed by the whale, but my question is more general. i am wondering how long it would take for someone to become unconscious due to being held under water, after not being prepared physically by taking a deep breath first.