pytype
isort
pytype | isort | |
---|---|---|
21 | 41 | |
4,602 | 6,321 | |
1.8% | 0.6% | |
9.8 | 7.4 | |
12 days ago | 22 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pytype
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Google lays off its Python team
it's open source! check out https://github.com/google/pytype and https://github.com/google/pytype/blob/main/docs/developers/t... for more on the multi-file runner
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Enhance Your Project Quality with These Top Python Libraries
Pytype checks and infers types for your Python code - without requiring type annotations. Pytype can catch type errors in your Python code before you even run it.
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A Tale of Two Kitchens - Hypermodernizing Your Python Code Base
Pyre from Meta, pyright from Microsoft and PyType from Google provide additional assistance. They can 'infer' types based on code flow and existing types within the code.
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Mypy 1.6 Released
we've written a little bit about what pytype does differently here: https://google.github.io/pytype/
our main focus is to be able to work with unannotated and partially-annotated code, and treat it on par with fully annotated code.
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Mypy 1.5 Released
So, I tried out pytype the other day, and it was a not a good experience. It doesn't support PEP 420 (implicit namespace packages), which means you have to litter __init__.py files everywhere, or it will create filename collisions. See https://github.com/google/pytype/issues/198 for more information. I've since started testing out pyre.
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Writing Python like it's Rust
What is the smart money doing for type checking in Python? I've used mypy which seems to work well but is incredibly slow (3-4s to update linting after I change code). I've tried pylance type checking in VS Code, which seems to work well + fast but is less clear and comprehensive than mypy. I've also seen projects like pytype [1] and pyre [2] used by Google/Meta, but people say those tools don't really make sense to use unless you're an engineer for those companies.
Am just curious if mypy is really the best option right now?
[1] https://github.com/google/pytype
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PyMEL's new type stubs
At Luma, we're using mypy to check nearly our entire code-base, including our Maya-related code, thanks to these latest changes. Fully adopting mypy (or an alternative like pytype) is no small feat, but working within a fully type-annotated code base with a type checker to enforce accuracy is like coding in a higher plane of existence: fewer bugs, easier code navigation, faster dev onboarding, easier refactoring, and dramatically increased confidence about every change. I wrote about some deeper insights in these posts.
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The Python Paradox
Check out https://github.com/google/pytype
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Forma: An efficient vector-graphics renderer
i work on https://github.com/google/pytype which is largely developed internally and then pushed to github every few days. the github commits are associated with the team's personal github accounts. pytype is not an "official google product" insofar as the open source version is presented as is without official google support, but it is "production code" in the sense that it is very much used extensively within google.
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Ruff – an fast Python Linter written in Rust
pytype dev here - thanks for the kind words :) whole-program analysis on unannotated or partially-annotated code is our particular focus, but there's surprisingly little dark PLT magic involved; in particular you don't need to be an academic type theory wizard to understand how it works. our developer docs[1] have more info, but at a high level we have an interpreter that virtually executes python bytecode, tracking types where the cpython interpreter would have tracked values.
it's worth exploring some of the other type checkers as well, since they make different tradeoffs - in particular, microsoft's pyright[2] (written in typescript!) can run incrementally within vscode, and tends to add new and experimentally proposed typing PEPs faster than we do.
[1] https://github.com/google/pytype/blob/main/docs/developers/i...
isort
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Enhance Your Project Quality with These Top Python Libraries
isort: This library sorts your imports alphabetically, and automatically separates them into sections and by type. It provides a cleaner and more organised way to manage project imports.
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A Tale of Two Kitchens - Hypermodernizing Your Python Code Base
isort will sort the imports for you
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Django Code Formatting and Linting Made Easy: A Step-by-Step Pre-commit Hook Tutorial
isort is a Python utility that helps in sorting and organizing import statements in Python code to create readable and consistent code. It automatically formats import statements in accordance with PEP 8.
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How to Write Impeccably Clean Code That Will Save Your Sanity
repos: - repo: https://github.com/ambv/black rev: 23.3.0 hooks: - id: black args: [--config=./pyproject.toml] language_version: python3.11 - repo: https://github.com/pycqa/flake8 rev: 6.0.0 hooks: - id: flake8 args: [--config=./tox.ini] language_version: python3.11 - repo: https://github.com/pycqa/isort rev: 5.12.0 hooks: - id: isort args: ["--profile", "black", "--filter-files"] language_version: python3.11 - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.4.0 hooks: - id: requirements-txt-fixer language_version: python3.11 - id: debug-statements - id: detect-aws-credentials - id: detect-private-key
- Automate Python Linting and Code Style Enforcement with Ruff and GitHub Actions
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Improve your Django Code with pre-commit
repos: ... pre-commmit stuff ... black stuff - repo: https://github.com/pycqa/isort rev: 5.12.0 hooks: - id: isort name: isort (python)
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How I start every new Python backend API project
isort
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nbdev formating and linting
isort , A Python utility / library to sort imports.
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Curious what is too much on one line... how 'compressed' can our code be?
Install black and isort and just don't worry about it. :-)
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I wrote a script to periodically change my Desktop background to live satellite images!
Sure. Also, and don't take this the wrong way, but there are some code smells in your project that could be partially mitigated with some basic linting/formatting. I suggest black as a code formatter, flake8 for basic linting, and isort for sorting imports (for example, you have local imports mixed in with standard library and third party imports). You can install these via pip and most editors (like VS Code) can autoformat on save and show you linting problems as you edit. And you can integrate these into your workflow by using pre-commit.
What are some alternatives?
mypy - Optional static typing for Python
black - The uncompromising Python code formatter
pyright - Static Type Checker for Python
yapf - A formatter for Python files
pyre-check - Performant type-checking for python.
autoflake - Removes unused imports and unused variables as reported by pyflakes
pyannotate - Auto-generate PEP-484 annotations
Pylint - It's not just a linter that annoys you!
pyanalyze - A Python type checker
autopep8 - A tool that automatically formats Python code to conform to the PEP 8 style guide.
ruff - An extremely fast Python linter and code formatter, written in Rust.