Generic Typing with Iterable[str] or Collection[str]: Should you use it?
I often find myself defining function args with list[SomeClass] type and think "do I really care that it's a list? No, tuple or Generator is fine, too". I then tend to use Iterable[SomeClass] or Collection[SomeClass]. But when it comes to str, I really don't like that solution, because if you have this function:
def foo(bar: Collection[str]) -> None:
pass
Then calling foo("hello") is fine, too, because "hello" is a collection of strings with length 1, which would not be fine if I just used list[str] in the first place.
What would you do in a situation like this?
def foo(bor: Iterable[str]) -> None:
"""foos bars by doing x and y to each bar"""
Type hinting isn't intended to prevent all classes of errors, it's intended to provide documentation to the caller. Iterable[str] provides that documentation, and a docstring gives additional context if needed. If you want strict typing assurances, Python probably isn't the tool you're looking for.
This + an assert seems like the way to go. I think that str should never have fulfilled these contracts in the first place and should have a .chars property that returns a list of one-character-strings.
But this change would break existing code, so it is not going to happen.
IDK, I think strings being simple lists is less surprising than having a unique type. Most other languages model them that way, and it's nice to be able to use regular list actions to interact with them.
It's really not something I'm likely to run into in practice. The only practical way I see messing this up is with untrusted inputs, but I sanitize those anyway.
If you're writing code that generic, why wouldn't you want str to be passed in? For example, Counter('hello') is perfectly valid and useful. OTOH, average_length('hello') would always be 1 and not be useful. OTOOH, maybe there's a valid reason for someone to do that. If I've got a list of items of various types and want to find the highest average length, I'd want to do max(map(average_length, items)) and not have that blow up just because there's a string in there that I know will have an average length of 1.
So this all depends on the specifics of the function you're writing at the time. If you're really sure that someone shouldn't be passing in a str, I'd probably raise a ValueError or a warning, but only if you're really sure. For the most part, I'd just use appropriate type hints and embrace the phrase "we're all consenting adults here".
Look at the official docs. There is a table part way down stating which methods are available for each. I pick the one closest to how I use it. So if I'm not mutating I'll use Sequence over List to inform the caller I'm treating as immutable and to safe guard myself from mutating it in my implementation via static type analysis.
I'm not sure why you wouldn't just use packing to pass in a list of some objects that you need iterate over? Isn't it normally bad form to pass lists as arguments? I feel like I've read this somewhere but can't cite it