unimport
MonkeyType
| unimport | MonkeyType | |
|---|---|---|
| 4 | 10 | |
| 238 | 4,550 | |
| 0.0% | 0.8% | |
| 7.4 | 5.4 | |
| 4 months ago | 2 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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unimport
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?
Undebt - A fast, straightforward, reliable tool for performing massive, automated code refactoring
PythonBuddy - 1st Online Python Editor With Live Syntax Checking and Execution
prospector - Inspects Python source files and provides information about type and location of classes, methods etc
Cinder - Cinder is a community-developed, free and open source library for professional-quality creative coding in C++.
pycallgraph
typehole - TypeScript development tool for Visual Studio Code that helps you automate creating the initial static typing for runtime values
pylama - Code audit tool for python.
cinder - Cinder is Meta's internal performance-oriented production version of CPython.
vprof - Visual profiler for Python
plum - Multiple dispatch in Python
pydeps - Python Module Dependency graphs
Pyjion