pylama
MonkeyType
| pylama | MonkeyType | |
|---|---|---|
| 5 | 10 | |
| 1,053 | 4,909 | |
| 0.2% | 0.4% | |
| 0.0 | 3.4 | |
| about 1 year ago | 20 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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.
pylama
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Enhance Your Project Quality with These Top Python Libraries
Pylama is a code audit tool for Python that wraps tools like Pylint, pycodestyle, PyFlakes, McCabe, and others to provide a unified interface.
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How pythonic is enough pythonic?
Use a code linter. And potentially use black.
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Newbie here: blank spaces for better code readability?
Use a linter like pylama
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Advice on training Python best practices
Lint your code. I recommend pylama.
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Code Quality Tools in Python
Linters analyze code to detect various categories of issues like logistical issue and stylistic issues. Some popular linters are Pylint, pycodestyle, Flake8 and Pylama.
MonkeyType
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Google lays off its Python team
i can't, unfortunately, it was youtube internal code. but by the same token a lot of the performance stuff was specific optimisations for that code and would not really generalise.
one of the current "extremely large python codebase" projects is instagram, and they do have some public repos, notably monkeytype (https://github.com/Instagram/MonkeyType) which youtube did have its own analogue of, and cinder (https://engineering.fb.com/2022/05/02/open-source/cinder-jit...). in general facebook's engineering blog is a great place to read about this sort of thing.
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Enhance Your Project Quality with These Top Python Libraries
MonkeyType collects runtime types of function arguments and return values, and can automatically generate stub files or add type annotations directly to your Python code based on the types collected at runtime.
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A Tale of Two Kitchens - Hypermodernizing Your Python Code Base
To alleviate the burden of manual annotation, MonkeyType offers a clever solution. It dynamically observes the types entering and leaving functions during code execution. Based on this observation, it generates a preliminary draft of type annotations. This significantly reduces the effort needed to add type hints to legacy code.
- Do you know any library that automatically detects unused files / functions inside a project folder?
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Programming Breakthroughs We Need
https://github.com/instagram/MonkeyType can perform the call logging, and can export a static typing file which is used by mypy, but also e.g. PyCharm. It doesn't expose such fine grained types, but you could build that based on the logged data.
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Gradually introduce type checking to an existing typed codebase.
Which introduces MonkeyType, a python library that generatics static type annotations by collecting runtime types.
- Call me naive, but would it not be possible to create a tool for python the auto adds type hints at run time?
- Is there any language that is as similar as possible to Python in syntax, readability, and features, but is statically typed?
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Typehole – Create TypeScript interfaces from JS runtime values automatically
Not sure if you're joking but there is something similar for python developed by a rather well known company https://github.com/Instagram/MonkeyType
- Cinder: Instagram's performance oriented fork of CPython
What are some alternatives?
Pylint - It's not just a linter that annoys you!
PythonBuddy - 1st Online Python Editor With Live Syntax Checking and Execution
Flake8 - flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
unimport - :rocket: The ultimate linter and formatter for removing unused import statements in your code.
prospector - Inspects Python source files and provides information about type and location of classes, methods etc
cinder - Cinder is Meta's internal performance-oriented production version of CPython.