Should I choose industry internship or research assistant job at the lab?
The answer depends on the people involved. If I were your professor, I would appreciate it if you would explain the situation and ask for advice. 

Of course, I would not give you any advice ;-), but I would ask you some questions which might help you finding a good decision - and maybe this is a hidden job interview.