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pyre-check

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6897 stars
442 forks
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Commits

List of commits on branch main.
Unverified
e917e48403cfa0fa776acc10370e415a48ce89cc

Handle `Define` statement when building higher order call graphs

committed 4 hours ago
Unverified
15a539e4a860f009453b69e42f42d95e28fae39d

Redirect calling decorated functions to the artificially created defines

committed 4 hours ago
Unverified
eb9be03108d0ccabdb678f87c0fed0a4843671fe

Fix initialize-to-`...`-in-stub behavior

sstroxler committed 10 hours ago
Unverified
ee99cd449ee0c54abc2a4966bfb0bb92e850fe8f

Restructure AnnAssign a bit

sstroxler committed 10 hours ago
Unverified
93719ea41e001f1c41e07a51fa5899050f424b30

Add a test case with an initialization bug

sstroxler committed 10 hours ago
Unverified
b063c3ca77e56f751753d9e05c9672983151ece1

pre-calculate typed dict fields instead of using ClassType under the hood

yyangdanny97 committed 11 hours ago

README

The README file for this repository.

tests License: MIT Gitter

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. You can try it out on examples in the Pyre Playground.

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. Please refer to our documentation 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 3.8 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.