import-linter
django-stubs
import-linter | django-stubs | |
---|---|---|
4 | 7 | |
623 | 1,462 | |
- | 1.8% | |
7.6 | 9.6 | |
2 months ago | 5 days ago | |
Python | Python | |
BSD 2-clause "Simplified" License | MIT License |
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import-linter
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Kraken Technologies: How we organise our large Python monolith
Never heard of https://import-linter.readthedocs.io/ before. Not sure if I like this type of solution, but it's interesting, and certainly the problem is real.
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Maintain a Clean Architecture in Python with Dependency Rules
Before clicking on this, I expected to see import-linter [0] which achieves something very similar but with, in my opinion, a bit less magic. Another solution in a similar spirit is Pants [1], though this is actually a build system which allows you to constrain dependencies between different artifacts (e.g. which modules are allowed to depend on which modules).
To Sourcery's credit, their product looks much more in the realm of "developer experience" -- closer to Copilot (or what I understand of it) than to import-linter. Props to them for at least having a page about security [2] and building a solution which doesn't inherently require all of your source code to be shared with a vendor's server.
[0] https://github.com/seddonym/import-linter
[1] https://www.pantsbuild.org/
[2] https://docs.sourcery.ai/Product/Permissions-and-Security/
- Python 3.11.0 final is now available
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Linter for Python architecture
import-linter on GitHub
django-stubs
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Mypy 1.6 Released
Pyright doesn't work with Django, as Django's so dynamic that it requires a plugin to infer all types correctly. Sadly, even mypy with plugins is a mess to get set up in vscode, especially if you want it to use the same config as you use for ci checks from the command line.
We use mypy + [django-stubs](https://github.com/typeddjango/django-stubs) (in a huge Django + drf project at day job) which includes a plugin for mypy allowing it to recognize all reverse relations and manager methods. Mypy is still really rough around the edges. The cli args are poorly documented, and how they correspond to declarations in a mypy.ini / pyproject.toml is mysterious. Match-statements still have bugs even a year after release. Exclusion of untyped / partially typed files and packages we've had to solve with grep filtering mypy's output for our whitelisted set of files, as it's been unable to separate properly between errors you care about (in your own codebase) and errors in others code (dependencies, untypable dynamic python packages etc).
The largest issue IMO is that mypy tried to adapt a java / OOP style way of type system onto python, instead of recognizing the language's real power within duck typing and passing structural types around. Typescript chose the right approach here, modelling javascript the way it is actually written, favoring structural over nominal typing, instead of the archaic and now left-behind way of Java-style OOP that has influenced mypy.
There was a recently accepted PEP which allowed for limited dataclass transforms, enough to cover the @attr.s usecase for both mypy and pyright, but nowhere near expressive enough to cover django's models and ORM sadly. It's probably impossible / undesirable to allow for such rich plugins, so i see the future for proper pluginless typing to be more akin to how pydantic / normal dataclasses solve typing, by starting with a specification of the types, deriving its runtime implementation, instead of plugins having to reverse the type representation of a custom DSL.
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Boring Python: Code Quality
You can annotate the manager and get some typing help in the editor. And there’s django-stubs which helps a little when running mypy. It’s not as good as pycharm though.
https://github.com/typeddjango/django-stubs/tree/master
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Python 3.11.0 final is now available
> Yes, there are type stubs for these libraries but they’re either forced to be more strict, preventing use of dynamism, or opt for being less strict but allowing you to use all the library features, at the cost of safety.
There are type stubs for Django that somewhat avoid these compromises: https://github.com/typeddjango/django-stubs
To be able to do this they have to use a Mypy plugin though. And even then it's still far from perfect.
- Welcome to hassle free coding
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Is Rust Web Yet?
Mypy together with this plug-in gives you typing for django. https://github.com/TypedDjango/django-stubs
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Django projects with type hints?
Have you looked at stubs for Django?
- Neovim + Django - LSP config
What are some alternatives?
dephell - :package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.
strawberry - A GraphQL library for Python that leverages type annotations 🍓
smart-imports - smart imports for Python
phantom-types - Phantom types for Python.
tern - Tern is a software composition analysis tool and Python library that generates a Software Bill of Materials for container images and Dockerfiles. The SBOM that Tern generates will give you a layer-by-layer view of what's inside your container in a variety of formats including human-readable, JSON, HTML, SPDX and more.
pandas-stubs - Pandas type stubs. Helps you type-check your code.
python-feedstock - A conda-smithy repository for python.
lagom - 📦 Autowiring dependency injection container for python 3
emerge - Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures.
pandas-stubs - Public type stubs for pandas
Django-Styleguide - Django styleguide used in HackSoft projects
returns - Make your functions return something meaningful, typed, and safe!