ランキングに戻る

facebook/pyre-check

OCamlpyre-check.org

Performant type-checking for python.

pythontypecheckertype-checkstatic-analysisocamlcode-qualityabstract-interpretationsecurityprogram-analysistaint-analysiscontrol-flow-analysis
スター成長
スター
7.2k
フォーク
453
週間成長
Issue
132
2k4k6k
2018年5月2021年1月2023年10月2026年7月
README

tests License: MIT Gitter

[!WARNING]

This Repository Is Archived

This repository is no longer maintained and has been archived.

  • Type checking: Pyre has been replaced by Pyrefly, our next-generation Python typechecker and language server.
  • Security analysis (Pysa): Pysa has moved to its own repository at github.com/facebook/Pysa. If you are looking for Pysa, please head there.

Pyre is a performant type checker for Python compliant with PEP 484. Pyre can analyze codebases with millions of lines of code incrementally – providing instantaneous feedback to developers as they write code. Refer to our documentation to get started.

Pyre ships with Pysa, a security focused static analysis tool we've built on top of Pyre that reasons about data flows in Python applications. Pysa now lives in its own repository at github.com/facebook/Pysa — please head there for the latest version and to get started with our security analysis.

Pysa is also available on the GitHub Marketplace as a Github Action

Requirements

To get started, you need Python 3.9 or later and watchman working on your system. On MacOS you can get everything with homebrew:

$ brew install python3 watchman

On Ubuntu, Mint, or Debian; use apt-get and homebrew:

$ sudo apt-get install python3 python3-pip python3-venv
$ brew install watchman

We tested Pyre on Ubuntu 18.04.5 LTS, CentOS 7, as well as OSX 10.11 and later.

Setting up a Project

We start by creating an empty project directory and setting up a virtual environment:

$ mkdir my_project && cd my_project
$ python3 -m venv ~/.venvs/venv
$ source ~/.venvs/venv/bin/activate
(venv) $ pip install pyre-check

Next, we teach Pyre about our new project:

(venv) $ pyre init

This command will set up a configuration for Pyre (.pyre_configuration) as well as watchman (.watchmanconfig) in your project's directory. Accept the defaults for now – you can change them later if necessary.

Running Pyre

We are now ready to run Pyre:

(venv) $ echo "i: int = 'string'" > test.py
(venv) $ pyre
 ƛ Found 1 type error!
test.py:1:0 Incompatible variable type [9]: i is declared to have type `int` but is used as type `str`.

This first invocation will start a daemon listening for filesystem changes – type checking your project incrementally as you make edits to the code. You will notice that subsequent invocations of pyre will be faster than the first one.

For more detailed documentation, see https://pyre-check.org.

Join the Pyre community

See CONTRIBUTING.md for how to help out.

License

Pyre is licensed under the MIT license.

関連リポジトリ
donnemartin/system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

PythonPyPIOtherprogrammingdevelopment
358.7k57.3k
vinta/awesome-python

An opinionated list of Python frameworks, libraries, tools, and resources

PythonPyPIOtherawesomepython
awesome-python.com
309.6k28.4k
practical-tutorials/project-based-learning

Curated list of project-based tutorials

PythonPyPIMIT Licensetutorialproject
274.6k35.4k
TheAlgorithms/Python

All Algorithms implemented in Python

PythonPyPIMIT Licensepythonalgorithm
thealgorithms.github.io/Python/
223k50.9k
tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

C++Apache License 2.0tensorflowmachine-learning
tensorflow.org
196.5k75.7k
Significant-Gravitas/AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

PythonPyPIOtheraiopenai
agpt.co
185.6k46.1k
CyC2018/CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

algorithmleetcode
cyc2018.xyz
184.8k50.8k
yt-dlp/yt-dlp

A feature-rich command-line audio/video downloader

PythonPyPIThe Unlicenseyoutube-dlpython
discord.gg/H5MNcFW63r
179.4k15.3k
521xueweihan/HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

PythonPyPIgithubhellogithub
hellogithub.com
166.5k12.4k
huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

PythonPyPIApache License 2.0nlpnatural-language-processing
huggingface.co/transformers
162.8k34k
langgenius/dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

TypeScriptnpmOtheraigpt
dify.ai
149.7k23.6k
langchain-ai/langchain

The agent engineering platform.

PythonPyPIMIT Licenseaianthropic
docs.langchain.com/langchain/
142.3k23.7k