python / mypy

Optional static typing for Python
https://www.mypy-lang.org/
Other
18.42k stars 2.82k forks source link

Bad error message: mypy reports 'Name is not defined' when using an object member as super class of another class #8603

Open sandrinr opened 4 years ago

sandrinr commented 4 years ago

Consider the following valid Python 3 code:

class A():
    pass

class B():
    def __init__(self):
        self.a = A

b = B()

class C(b.a):
    pass

Actual behavior: Mypy will report Name 'b.a' is not defined on the line class C(b.a):.

Expected behavior: No error reported by Mypy.

Python version: 3.8.2 Mypy version: 0.770 (master not checked) Flags: no flags

msullivan commented 4 years ago

This is an incorrect error message, certainly. We're not going to support this code, though.

vhawk19 commented 4 years ago

@msullivan Should the error message be changed?

JelleZijlstra commented 4 years ago

We'd be likely to accept a PR that improves the error message (something like "object member cannot be used as base class", I suppose).

akash-suresh commented 4 years ago

@JelleZijlstra This is my first time contributing. Can I pick this up?

harshkumar02 commented 4 years ago

``I would like to contribute to this issue. Can I pull this up?

PrasanthChettri commented 3 years ago

Can I look into this, seems like I can handle this one

PrasanthChettri commented 3 years ago

@msullivan @JelleZijlstra I looked through the codebase where I can set up a check for this, I think I have to implement something around semanal/analyze base class or semanal/expr to analyzed type and have to check if the base class is a object member, I tried everything but I don't seem to know how to do this, could anybody guide me through this, I'm kind of a newbie.

williamjmorenor commented 3 years ago

Using per line comment as # type: ignore[name-defined] at less silence this error message

SwagatSBhuyan commented 2 years ago

If this issue is not solved, I would like to be assigned this @msullivan @JelleZijlstra

kai3341 commented 2 years ago

Have similar issue:

from typing import Type

class A: ...
class SomeMixin: ...
class some_framework_app: ...

def subclass_a(something):
    class A1(A):
        attr = something

    return A1

class B(some_framework_app):
    C: Type[A]
    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self.C = subclass_a(self)

app = B()

class D(app.C, SomeMixin): ...  # <=== Name "app.C " is not defined
davidism commented 2 years ago

I'm currently adding annotations to Flask-SQLAlchemy. If this is not supported, I will never be able to enable type checking, as it breaks one of the major features of Flask-SQLAlchemy. If I do enable it, every project would have to add an ignore rule for name-defined to every model, or to their config, which is not ideal.

The extension creates a self.Model class that is used to register SQLAlchemy models with the extension instance. However, due to this issue, mypy shows an error for class User(db.Model).

Here's a minimal example without any SQLAlchemy-specific code:

import typing as t

class Example:
    Model: t.Type[object]

    def __init__(self):
        self.Model = object

db = Example()
reveal_type(db.Model)

class User(db.Model):
    pass
$ mypy --show-error-codes example.py
example.py:12: note: Revealed type is "Type[builtins.object]"
example.py:14: error: Name "db.Model" is not defined  [name-defined]

I don't understand why this won't be supported. Mypy already understands that the name is a Type, it should be possible to inherit from it.

jace commented 1 year ago

Flask-SQLAlchemy has blown up for me after the 3.0 release. As I can see from https://github.com/pallets-eco/flask-sqlalchemy/pull/1118, the fix is to litter my code with # type: ignore comments. This is an unhappy state.

hauntsaninja commented 1 year ago

You could also

[mypy-flask_sqlalchemy.*]
follow_imports=skip

which would make it as if flask_sqlalchemy didn't have a py.typed, just like before v3

davidism commented 1 year ago

But why would you want to do that? Most of the types are fine and helpful. It's just the fact that MyPy doesn't accept class Thing(db.Model) that's a problem. At least advise them to only ignore the name-defined error message, either from Flask-SQLAlchemy or within their model modules only.

jace commented 1 year ago

I'm removing Flask-SQLAlchemy from my code entirely. I've moved most references of db.* to sa.* and sa.orm.* so I could get type checking. Next step: replacing db.Model with a custom base model, then db.session.

This has been a nightmare year with perfectly functional code falling apart every few months as various framework libraries refactor themselves to fit into the constraints of static typing.

Static type checking has been an excellent development for Python – it's significantly reduced the need for test coverage of data types, or defensive code to evaluate function parameters – but it's also shrunk the dynamic nature of Python to the subset recognised by type checkers. My project now has an average of five # type: ignore lines per Python file, and I've spent way too much time this year on (a) researching ways to make an idiom type-compatible, and (b) giving up and adding an ignore.

An idiom as simple and helpful as this no longer works because None is not defined in the overloads for sa.Column:

class MyModel(ModelBase):
    fkey_id = sa.Column(None, sa.ForeignKey('other_table.id'))

Instead I have to lookup the other table, find the type of its primary key, and use:

class MyModel(ModelBase):
    fkey_id = sa.Column(sa.Integer, sa.ForeignKey('other_table.id'))

…or I throw in a # type: ignore and live with no static type checking for fkey_id wherever it's used downstream, which generally means that I have to read code that comes in for review very carefully.

Sorry for the rant. This period of transition is painful, but I'm hopeful for how this improves speed of development (at least post-transition) and code review.

marcelm commented 1 year ago

(via https://github.com/python/typeshed/issues/9860)

Here’s an example of a seemingly innocuous usage of the multiprocessing module that triggers this error:

import multiprocessing

context = multiprocessing.get_context()

class MyProcess(context.Process):  # error: Name "context.Process" is not defined  [name-defined].
    pass

It would be great to hear why the restriction is in place. Is this just hard to solve technically or would it cause other issues were it allowed?

BackSeat commented 1 year ago

@jace above expresses eloquently the frustration a lot of us share.

Mypy and Flask-SQLAlchemy are both popular packages. Would it be possible for the teams from each to talk to each other and find a better way forwards than either dropping type ignore everywhere or re-implementing the functionality offered by Flask-SQLAlchemy?

davidism commented 1 year ago

Happy to review a PR to Flask-SQLAlchemy that fixes the issue while retaining compatibility with its existing interface. But there's nothing more to do on my end than what I've already commented here. Note that even if MyPy fixes it, you have to separately convince pyright (vscode) to fix it, and they've already declined.

jace commented 1 year ago

I've replaced db.Model with a custom base class and have full typing support now. It supports __bind_key__ too, but I chose to not implement the automatic __tablename__ construction as it felt a bit magical.

BackSeat commented 1 year ago

That looks very interesting @jace, thank you. I will look into migrating to your solution.

jace commented 1 year ago

@davidism I'm sorry this is not drop-in compatible with Flask-SQLAlchemy or I'd have made a PR. I had to move all namespacing and base class config out of the SQLAlchemy instance to get typing to work, and there's a somewhat ugly two-line init to get Flask-SQLAlchemy's session management. My typing-fu only goes so far.

At best, I can think of a cleaner but backward-incompatible integration.

BackSeat commented 1 year ago

This has been helpful discussion - thanks in particular to @davidism and @jace.

I think Flask-SQLAlchemy is a great extension for proof of concept code and for those less experienced with Flask and/or SQLAlchemy. As a project grows and the team become more experienced, tools such as mypy become more important and valuable. At some point the value of mypy takes precedent over the convenience of wrappers such as Flask-SQLAlchemy, particularly such wrappers don't sit well with mypy.

For now, we've adapted an approach outlined in this post, seemingly (and worryingly) only available on Wayback Machine. The approach is to define a declarative base outside of Flask-SQLAlchemy and then pass that to the extension, which not only avoids the mypy problems but also makes the declarative base available independently of Flask which, as it happens, is also helpful for us.

Some code changes were needed from those given in the post referenced above, and I'm happy to make them available on request.

For future projects, I suspect we'll choose not to use Flask-SQLAlchemy and just code SQLAlchemy access natively as documented on the Flask pages.

If Flask-SQLAlchemy were to take the approach of using a predefined declarative base then I suspect that would increase the utility of that extension. However, that would be backward incompatible and may not align with the future goals of Flask-SQLAlchemy.

davidism commented 1 year ago

The reason I keep voting these comments down is because they're orthogonal to this issue and don't help fix the problem in MyPy or in Flask-SQLAlchemy. And it really, really sucks to be a maintainer that has poured countless hours into it to then be told "Flask-SQLAlchemy isn't good because it doesn't work with typing in this one case", or "Just rip out Flask-SQLAlchemy and replace it", or "I'm going to tell everyone not to use Flask-SQLAlchemy", or "Flask-SQLalchemy is only good for proofs of concept" etc. It really, really sucks. I am not happy with the fact that I keep hearing these things just because I need to watch this issue for actual resolutions to the issue.

I'd suggest not replying along these lines further, it's off topic here, sorry MyPy maintainers. But I couldn't remain silent in the face of being told my work isn't good over and over again, especially after being completely open to fixing the issue. And if you're response is "that wasn't my intention" it doesn't matter, that's how it came off anyway.

FossenWang commented 8 months ago

The db.Model is created dynamically for some reason, but Mypy need static type. I don't think it's either side's fault. I like Flask-SQLAlchemy. The dynamic feature of python is definitely one of features that I much like. I don't want to sacrifice dynamic capability for static type. I don't expect Mypy to support all popular dynamic patterns, but can we provide more actual use cases for those dynamic patterns?

Here is an example for Flask-SQLAlchemy, which works for me, but I'm just not sure if it's good practice:


from typing import TYPE_CHECKING
from flask_sqlalchemy import SQLAlchemy

db = SQLAlchemy()

if TYPE_CHECKING:
    from flask_sqlalchemy.model import Model
else:
    Model = db.Model

class ExampleModel(Model):
    pass

reveal_type(ExampleModel)
reveal_type(ExampleModel.query)

# note: Revealed type is "def () -> app.graphql.base.ExampleModel"
# note: Revealed type is "flask_sqlalchemy.query.Query"
henri-hulski commented 2 weeks ago

Just writing the stub files for PonyORM. Actually I got the same error. In PonyORM all database models are subclasses from db.Entity which is an attribute of the Database class. Similar as in the Issue description but using a metaclass:

class EntityMeta(type):
    pass

class Entity(metaclass=EntityMeta):
    pass

class Database:
    def __init__(self):
        self.Entity = type.__new__(EntityMeta, 'Entity', (Entity,), {})
        self.Entity._database_ = self

db = Database()

class ExampleModel(db.Entity):
    pass

And I get the MyPy error:

error: Name "db.Entity" is not defined  [name-defined]

I tried to add the Entity as an instance attribute to core.pyi, but it doesn't help:

class Database:
    Entity: EntityMeta  # or Entity: type[Entity]
    def __init__(self, *args, **kwargs) -> None: ...