ruff
An extremely fast Python linter, written in Rust.
Linting the CPython codebase from scratch.
- ⚡️ 10-100x faster than existing linters
- 🐍 Installable via
pip - 🤝 Python 3.10 compatibility
- 🛠️
pyproject.tomlsupport - 📦 ESLint-inspired cache support
- 🔧 ESLint-inspired
--fixsupport - 👀 TypeScript-inspired
--watchsupport
ruff is a proof-of-concept and not yet intended for production use. It supports only a small subset of the Flake8 rules, and may crash on your codebase.
Read the launch blog post.
Installation and usage
Installation
Available as ruff on PyPI:
pip install ruff
Usage
To run ruff, try any of the following:
ruff path/to/code/to/check.py
ruff path/to/code/
ruff path/to/code/*.py
You can run ruff in --watch mode to automatically re-run on-change:
ruff path/to/code/ --watch
ruff also works with Pre-Commit (requires Cargo on system):
repos:
- repo: https://github.com/charliermarsh/ruff
rev: v0.0.32
hooks:
- id: lint
Configuration
ruff is configurable both via pyproject.toml and the command line.
For example, you could configure ruff to only enforce a subset of rules with:
[tool.ruff]
line-length = 88
select = [
"F401",
"F403",
]
Alternatively, on the command-line:
ruff path/to/code/ --select F401 F403
See ruff --help for more:
ruff (v0.0.32)
An extremely fast Python linter.
USAGE:
ruff [OPTIONS] <FILES>...
ARGS:
<FILES>...
OPTIONS:
-e, --exit-zero Exit with status code "0", even upon detecting errors
-f, --fix Attempt to automatically fix lint errors
-h, --help Print help information
--ignore <IGNORE>... Comma-separated list of error codes to ignore
-n, --no-cache Disable cache reads
-q, --quiet Disable all logging (but still exit with status code "1" upon
detecting errors)
--select <SELECT>... Comma-separated list of error codes to enable
-v, --verbose Enable verbose logging
-w, --watch Run in watch mode by re-running whenever files change
Compatibility with Black
ruff is intended to be compatible with Black, and should be
compatible out-of-the-box as long as the line-length setting is consistent between the two.
As a project, ruff is designed to be used alongside Black and, as such, will defer implementing lint rules that are obviated by Black (e.g., stylistic rules).
Parity with Flake8
ruff's goal is to achieve feature-parity with Flake8 when used (1) without any plugins, (2) alongside Black, and (3) on Python 3 code. (Using Black obviates the need for many of Flake8's stylistic checks; limiting to Python 3 obviates the need for certain compatibility checks.)
Under those conditions, Flake8 implements about 58 rules, give or take. At time of writing, ruff implements 28 rules. (Note that these 28 rules likely cover a disproportionate share of errors: unused imports, undefined variables, etc.)
Of the unimplemented rules, ruff is missing:
- 15 rules related to string
.formatcalls. - 6 rules related to misplaced
yield,break, andreturnstatements. - 3 rules related to syntax errors in doctests and annotations.
- 2 rules related to redefining unused names.
...along with a variety of others that don't fit neatly into any specific category.
Beyond rule-set parity, ruff suffers from the following limitations vis-à-vis Flake8:
- Flake8 supports a wider range of
noqapatterns, such as per-file ignores defined in.flake8. - Flake8 has a plugin architecture and supports writing custom lint rules.
- ruff does not yet support parenthesized context managers.
Rules
| Code | Name | Message |
|---|---|---|
| E402 | ModuleImportNotAtTopOfFile | Module level import not at top of file |
| E501 | LineTooLong | Line too long |
| E711 | NoneComparison | Comparison to None should be cond is None |
| E712 | TrueFalseComparison | Comparison to True should be cond is True |
| E713 | NotInTest | Test for membership should be not in |
| E714 | NotIsTest | Test for object identity should be is not |
| E731 | DoNotAssignLambda | Do not assign a lambda expression, use a def |
| E902 | IOError | No such file or directory: ... |
| F401 | UnusedImport | ... imported but unused |
| F403 | ImportStarUsage | Unable to detect undefined names |
| F541 | FStringMissingPlaceholders | f-string without any placeholders |
| F601 | MultiValueRepeatedKeyLiteral | Dictionary key literal repeated |
| F602 | MultiValueRepeatedKeyVariable | Dictionary key ... repeated |
| F621 | TooManyExpressionsInStarredAssignment | too many expressions in star-unpacking assignment |
| F622 | TwoStarredExpressions | two starred expressions in assignment |
| F631 | AssertTuple | Assert test is a non-empty tuple, which is always True |
| F634 | IfTuple | If test is a tuple, which is always True |
| F704 | YieldOutsideFunction | a yield or yield from statement outside of a function/method |
| F706 | ReturnOutsideFunction | a return statement outside of a function/method |
| F707 | DefaultExceptNotLast | an except: block as not the last exception handler |
| F821 | UndefinedName | Undefined name ... |
| F822 | UndefinedExport | Undefined name ... in __all__ |
| F823 | UndefinedLocal | Local variable ... referenced before assignment |
| F831 | DuplicateArgumentName | Duplicate argument name in function definition |
| F841 | UnusedVariable | Local variable ... is assigned to but never used |
| F901 | RaiseNotImplemented | raise NotImplemented should be raise NotImplementedError |
| R001 | UselessObjectInheritance | Class ... inherits from object |
| R002 | NoAssertEquals | assertEquals is deprecated, use assertEqual instead |
Development
ruff is written in Rust (1.63.0). You'll need to install the Rust toolchain for development.
Assuming you have cargo installed, you can run:
cargo run resources/test/fixtures
cargo fmt
cargo clippy
cargo test
Deployment
ruff is distributed on PyPI, and published via maturin.
See: .github/workflows/release.yaml.
Benchmarking
First, clone CPython. It's a large and diverse Python codebase, which makes it a good target for benchmarking.
git clone --branch 3.10 https://github.com/python/cpython.git resources/test/cpython
Add this pyproject.toml to the CPython directory:
[tool.linter]
line-length = 88
exclude = [
"Lib/lib2to3/tests/data/bom.py",
"Lib/lib2to3/tests/data/crlf.py",
"Lib/lib2to3/tests/data/different_encoding.py",
"Lib/lib2to3/tests/data/false_encoding.py",
"Lib/lib2to3/tests/data/py2_test_grammar.py",
"Lib/test/bad_coding2.py",
"Lib/test/badsyntax_3131.py",
"Lib/test/badsyntax_pep3120.py",
"Lib/test/encoded_modules/module_iso_8859_1.py",
"Lib/test/encoded_modules/module_koi8_r.py",
"Lib/test/test_fstring.py",
"Lib/test/test_grammar.py",
"Lib/test/test_importlib/test_util.py",
"Lib/test/test_named_expressions.py",
"Lib/test/test_patma.py",
"Lib/test/test_source_encoding.py",
"Tools/c-analyzer/c_parser/parser/_delim.py",
"Tools/i18n/pygettext.py",
"Tools/test2to3/maintest.py",
"Tools/test2to3/setup.py",
"Tools/test2to3/test/test_foo.py",
"Tools/test2to3/test2to3/hello.py",
]
Next, to benchmark the release build:
cargo build --release
hyperfine --ignore-failure --warmup 1 \
"./target/release/ruff ./resources/test/cpython/ --no-cache" \
"./target/release/ruff ./resources/test/cpython/"
Benchmark 1: ./target/release/ruff ./resources/test/cpython/ --no-cache
Time (mean ± σ): 353.6 ms ± 7.6 ms [User: 2868.8 ms, System: 171.5 ms]
Range (min … max): 344.4 ms … 367.3 ms 10 runs
Benchmark 2: ./target/release/ruff ./resources/test/cpython/
Time (mean ± σ): 59.6 ms ± 2.5 ms [User: 36.4 ms, System: 345.6 ms]
Range (min … max): 55.9 ms … 67.0 ms 48 runs
To benchmark against the ecosystem's existing tools:
hyperfine --ignore-failure --warmup 5 \
"./target/release/ruff ./resources/test/cpython/ --no-cache" \
"pylint --recursive=y resources/test/cpython/" \
"pyflakes resources/test/cpython" \
"autoflake --recursive --expand-star-imports --remove-all-unused-imports --remove-unused-variables --remove-duplicate-keys resources/test/cpython" \
"pycodestyle resources/test/cpython" \
"pycodestyle --select E501 resources/test/cpython" \
"flake8 resources/test/cpython" \
"flake8 --select=F831,F541,F634,F403,F706,F901,E501 resources/test/cpython" \
"python -m scripts.run_flake8 resources/test/cpython" \
"python -m scripts.run_flake8 resources/test/cpython --select=F831,F541,F634,F403,F706,F901,E501"
In order, these evaluate:
- ruff
- Pylint
- PyFlakes
- autoflake
- pycodestyle
- pycodestyle, limited to the checks supported by ruff
- Flake8
- Flake8, limited to the checks supported by ruff
- Flake8, with a hack to enable multiprocessing on macOS
- Flake8, with a hack to enable multiprocessing on macOS, limited to the checks supported by ruff
(You can poetry install from ./scripts to create a working environment for the above.)
Benchmark 1: ./target/release/ruff ./resources/test/cpython/ --no-cache
Time (mean ± σ): 469.3 ms ± 16.3 ms [User: 2663.0 ms, System: 972.5 ms]
Range (min … max): 445.2 ms … 494.8 ms 10 runs
Benchmark 2: pylint --recursive=y resources/test/cpython/
Time (mean ± σ): 27.211 s ± 0.097 s [User: 26.405 s, System: 0.799 s]
Range (min … max): 27.056 s … 27.349 s 10 runs
Benchmark 3: pyflakes resources/test/cpython
Time (mean ± σ): 27.309 s ± 0.033 s [User: 27.137 s, System: 0.169 s]
Range (min … max): 27.267 s … 27.372 s 10 runs
Benchmark 4: autoflake --recursive --expand-star-imports --remove-all-unused-imports --remove-unused-variables --remove-duplicate-keys resources/test/cpython
Time (mean ± σ): 8.027 s ± 0.024 s [User: 74.255 s, System: 0.953 s]
Range (min … max): 7.969 s … 8.052 s 10 runs
Benchmark 5: pycodestyle resources/test/cpython
Time (mean ± σ): 41.666 s ± 0.266 s [User: 41.531 s, System: 0.132 s]
Range (min … max): 41.295 s … 41.980 s 10 runs
Benchmark 6: pycodestyle --select E501 resources/test/cpython
Time (mean ± σ): 14.547 s ± 0.077 s [User: 14.466 s, System: 0.079 s]
Range (min … max): 14.429 s … 14.695 s 10 runs
Benchmark 7: flake8 resources/test/cpython
Time (mean ± σ): 75.700 s ± 0.152 s [User: 75.254 s, System: 0.440 s]
Range (min … max): 75.513 s … 76.014 s 10 runs
Benchmark 8: flake8 --select=F831,F541,F634,F403,F706,F901,E501 resources/test/cpython
Time (mean ± σ): 75.122 s ± 0.532 s [User: 74.677 s, System: 0.440 s]
Range (min … max): 74.130 s … 75.606 s 10 runs
Benchmark 9: python -m scripts.run_flake8 resources/test/cpython
Time (mean ± σ): 12.794 s ± 0.147 s [User: 90.792 s, System: 0.738 s]
Range (min … max): 12.606 s … 13.030 s 10 runs
Benchmark 10: python -m scripts.run_flake8 resources/test/cpython --select=F831,F541,F634,F403,F706,F901,E501
Time (mean ± σ): 12.487 s ± 0.118 s [User: 90.052 s, System: 0.714 s]
Range (min … max): 12.265 s … 12.665 s 10 runs
Summary
'./target/release/ruff ./resources/test/cpython/ --no-cache' ran
17.10 ± 0.60 times faster than 'autoflake --recursive --expand-star-imports --remove-all-unused-imports --remove-unused-variables --remove-duplicate-keys resources/test/cpython'
26.60 ± 0.96 times faster than 'python -m scripts.run_flake8 resources/test/cpython --select=F831,F541,F634,F403,F706,F901,E501'
27.26 ± 1.00 times faster than 'python -m scripts.run_flake8 resources/test/cpython'
30.99 ± 1.09 times faster than 'pycodestyle --select E501 resources/test/cpython'
57.98 ± 2.03 times faster than 'pylint --recursive=y resources/test/cpython/'
58.19 ± 2.02 times faster than 'pyflakes resources/test/cpython'
88.77 ± 3.14 times faster than 'pycodestyle resources/test/cpython'
160.06 ± 5.68 times faster than 'flake8 --select=F831,F541,F634,F403,F706,F901,E501 resources/test/cpython'
161.29 ± 5.61 times faster than 'flake8 resources/test/cpython'
License
MIT
4 maintainers
Release files for ruff 0.0.32
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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|---|---|---|---|
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Built distributions (wheels)
Total release size: 38.7 MB
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Release files / ruff-0.0.32-py3-none-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
| Download URL | ruff-0.0.32-py3-none-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl |
|---|---|
| Size | 5.0 MB |
| Tags | Python 3 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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No |
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twine/4.0.1 CPython/3.8.10
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Release files / ruff-0.0.32-py3-none-macosx_10_7_x86_64.whl
| Download URL | ruff-0.0.32-py3-none-macosx_10_7_x86_64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | Python 3 macOS 10.7+ x86-64 |
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SHA-256 checksum How to use checksums |
11b27fcfe96c26ff2574ededa862da8cc1bf6bad3471492a49eeb0a0270f29b8
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BLAKE2b-256 checksum How to use checksums |
663af810d7b3abd1a87bc6f0287f21a1f5629b980f71fa29b8cba10c6cbd2c82
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twine/4.0.1 CPython/3.8.10
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