facebook/pyre-check

Performant type-checking for python.

7,171

stars

18,768

commits

OCaml

primary language

Jun 26, 2026

updated

pyre-check.org/
abstract-interpretation
code-quality
control-flow-analysis
ocaml
program-analysis
python
security
static-analysis
taint-analysis
type-check
typechecker
Browse cluster: Static analysis and linting tools

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This repository is no longer maintained and has been archived.

  • Type checking: Pyre has been replaced by Pyrefly, our next-generation Python typechecker and language server.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.

Contributors

(top 30 of 188)

grievejia

2,517 commits

stroxler

2,394 commits

sinancepel

1,761 commits

arthaud

1,562 commits

facebook/pyre-check

Performant type-checking for python.

7,171

stars

18,768

commits

OCaml

primary language

Jun 26, 2026

updated

pyre-check.org/
abstract-interpretation
code-quality
control-flow-analysis
ocaml
program-analysis
python
security
static-analysis
taint-analysis
type-check
typechecker
Browse cluster: Static analysis and linting tools

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.

Contributors

(top 30 of 188)

grievejia

2,517 commits

stroxler

2,394 commits

sinancepel

1,761 commits

arthaud

1,562 commits

Languages

OCaml

65.8%

Python

29.5%

C

4.1%