Who invented fishing line and hook for fishing?

That would be your ancestors thousands of years ago.

This has never been attributed to a single specific person. The oldest images of a line and hook in use for fishing date back several thousand years, and are of Chinese origin, so it is deemed likely that this is where they originated.