As others have said, in Paris you should not have a problem.
But be careful in more rural areas. I remember a long weekend in the Périgord during which we got "kitchen is closed" at 9pm in several restaurants - so we had to eat in a cheap pizza place. (Those that know the Périgord will realise the horror in this...
)