I have been using Python type hinting recently, but I don't find it such a big game changer. Maybe I am just used to writing code without it and it will become clearer if I use it more. Like I say I don't like having an untyped database, and the benefits there aren't things that are obvious straight away.
Re:Advice to Young Web Developers
by eyelidlessness on Tuesday June 23, 2020 @02:20PM
(#23618027)
When I last worked in Python, I also didn't get much benefit, but I wasn't using either mypy or an IDE that warns on type errors. While obviously a different language, it wasn't until I worked with TypeScript in VSCode that I really came to appreciate static typing. And after a few years, I don't think I could go back to working without it.
But it also serves as documentation of how any part of your program's state is structured at any point. To the degree a type system is sound, and to the degree your types are appropriately detailed, you can be assured the documentation is correct and up to date as long as the program compiles. This allows you to eliminate the question of "what does this data look like?" when you're reading code, and focus more on things like whether the logic is implemented correctly.
Since you mention it, I'll add that Python does have (optional, gradual) static typing, and a lot of work has gone into the type system in recent versions. It's worth spending a little time adding some static types in a project and seeing some of these benefits. When I last worked in Python, you had to run `mypy` to actually fail on static type errors, I don't know if this is still the case. But you could also use an IDE (like PyCharm, surely there are others) which will at least surface static type errors while you work.