MonkeyType
PythonBuddy
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| MonkeyType | PythonBuddy | |
|---|---|---|
| 9 | - | |
| 4,533 | 273 | |
| 1.0% | - | |
| 5.4 | 0.0 | |
| 8 days ago | 12 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" 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.
MonkeyType
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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
PythonBuddy
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Tracking mentions began in Dec 2020.
What are some alternatives?
unimport - :rocket: The ultimate linter and formatter for removing unused import statements in your code.
Pylint - It's not just a linter that annoys you!
Cinder - Cinder is a community-developed, free and open source library for professional-quality creative coding in C++.
mypy - Optional static typing for Python
typehole - TypeScript development tool for Visual Studio Code that helps you automate creating the initial static typing for runtime values
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.
cinder - Cinder is Meta's internal performance-oriented production version of CPython.
prospector - Inspects Python source files and provides information about type and location of classes, methods etc
plum - Multiple dispatch in Python
vprof - Visual profiler for Python
Pyjion
pylama - Code audit tool for python.