mirror of https://github.com/astral-sh/ruff
Add a preliminary tutorial (#3281)
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@ -30,7 +30,7 @@ An extremely fast Python linter, written in Rust.
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- 🤝 Python 3.11 compatibility
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- 📦 Built-in caching, to avoid re-analyzing unchanged files
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- 🔧 Autofix support, for automatic error correction (e.g., automatically remove unused imports)
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- 📏 Over [500 built-in rules](https://beta.ruff.rs/docs/rules/) (and growing)
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- 📏 Over [500 built-in rules](https://beta.ruff.rs/docs/rules/)
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- ⚖️ [Near-parity](https://beta.ruff.rs/docs/faq/#how-does-ruff-compare-to-flake8) with the built-in Flake8 rule set
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- 🔌 Native re-implementations of dozens of Flake8 plugins, like flake8-bugbear
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- ⌨️ First-party editor integrations for [VS Code](https://github.com/charliermarsh/ruff-vscode) and [more](https://github.com/charliermarsh/ruff-lsp)
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@ -186,7 +186,6 @@ exclude = [
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"node_modules",
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"venv",
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]
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per-file-ignores = {}
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# Same as Black.
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line-length = 88
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@ -225,6 +224,9 @@ and a [subset](https://beta.ruff.rs/docs/rules/#error-e) of the `E` category, om
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stylistic rules made obsolete by the use of an autoformatter, like
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[Black](https://github.com/psf/black).
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If you're just getting started with Ruff, **the default rule set is a great place to start**: it
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catches a wide variety of common errors (like unused imports) with zero configuration.
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<!-- End section: Rules -->
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For a complete enumeration of the supported rules, see [_Rules_](https://beta.ruff.rs/docs/rules/).
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@ -1,8 +1,9 @@
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*
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!assets
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!requirements.txt
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!configuration.md
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!editor-integrations.md
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!faq.md
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!installation.md
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!requirements.txt
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!tutorial.md
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!usage.md
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@ -0,0 +1,255 @@
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# Tutorial
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This tutorial will walk you through the process of integrating Ruff into your project. For a more
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detailed overview, see [_Configuration_](configuration.md).
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## Getting Started
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Let's assume that our project structure looks like:
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```text
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numbers/
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__init__.py
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numbers.py
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```
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Where `numbers.py` contains the following code:
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```py
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from typing import List
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import os
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def sum_even_numbers(numbers: List[int]) -> int:
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"""Given a list of integers, return the sum of all even numbers in the list."""
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return sum(num for num in numbers if num % 2 == 0)
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```
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To start, we'll install Ruff through PyPI (or with our [preferred package manager](installation.md)):
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```shell
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> pip install ruff
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```
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We can then run Ruff over our project via:
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```shell
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❯ ruff check .
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numbers/numbers.py:3:8: F401 [*] `os` imported but unused
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Found 1 error.
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[*] 1 potentially fixable with the --fix option.
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```
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Ruff identified an unused import, which is a common error in Python code. Ruff considers this a
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"fixable" error, so we can resolve the issue automatically by running:
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```shell
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❯ ruff check --fix .
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Found 1 error (1 fixed, 0 renumbersing).
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```
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Running `git diff` shows the following:
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```diff
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--- a/numbers/numbers.py
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+++ b/numbers/numbers.py
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@@ -1,7 +1,5 @@
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from typing import List
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-import os
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-
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def sum_even_numbers(numbers: List[int]) -> int:
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"""Given a list of integers, return the sum of all even numbers in the list."""
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return sum(num for num in numbers if num % 2 == 0)
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```
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Thus far, we've been using Ruff's default configuration. Let's take a look at how we can customize
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Ruff's behavior.
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## Configuration
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To determine the appropriate settings for each Python file, Ruff looks for the first
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`pyproject.toml`, `ruff.toml`, or `.ruff.toml` file in the file's directory or any parent directory.
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Let's create a `pyproject.toml` file in our project's root directory:
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```toml
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[tool.ruff]
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# Decrease the maximum line length to 79 characters.
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line-length = 79
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```
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Running Ruff again, we can see that it now enforces a line length of 79 characters:
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```shell
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❯ ruff check .
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numbers/numbers.py:6:80: E501 Line too long (83 > 79 characters)
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Found 1 error.
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```
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For a full enumeration of the supported settings, see [_Settings_](settings.md). For our project
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specifically, we'll want to make note of the minimum supported Python version:
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```toml
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[tool.ruff]
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# Decrease the maximum line length to 79 characters.
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line-length = 79
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# Support Python 3.10+.
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target-version = "py310"
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src = ["src"]
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```
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### Rule Selection
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Ruff supports [over 500 lint rules](rules.md) split across over 40 built-in plugins, but
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determining the right set of rules will depend on your project's needs: some rules may be too
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strict, some are framework-specific, and so on.
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By default, Ruff enforces the `E`- and `F`-prefixed rules, which correspond to those derived from
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pycodestyle and Pyflakes, respectively.
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If you're introducing a linter for the first time, **the default rule set is a great place to
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start**: it's narrow and focused while catching a wide variety of common errors (like unused
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imports) with zero configuration.
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If you're migrating to Ruff from another linter, you can enable rules that are equivalent to
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those enforced in your previous configuration. For example, if we want to enforce the pyupgrade
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rules, we can add the following to our `pyproject.toml`:
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```toml
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[tool.ruff]
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select = [
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"E", # pycodestyle
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"F", # pyflakes
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"UP", # pyupgrade
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]
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```
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If we run Ruff again, we'll see that it now enforces the pyupgrade rules. In particular, Ruff flags
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the use of `List` instead of its standard-library variant:
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```shell
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❯ ruff check .
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numbers/numbers.py:5:31: UP006 [*] Use `list` instead of `List` for type annotations
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numbers/numbers.py:6:80: E501 Line too long (83 > 79 characters)
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Found 2 errors.
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[*] 1 potentially fixable with the --fix option.
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```
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Over time, we may choose to enforce additional rules. For example, we may want to enforce that
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all functions have docstrings:
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```toml
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[tool.ruff]
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select = [
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"E", # pycodestyle
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"F", # pyflakes
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"UP", # pyupgrade
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"D", # pydocstyle
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]
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[tool.ruff.pydocstyle]
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convention = "google"
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```
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If we run Ruff again, we'll see that it now enforces the pydocstyle rules:
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```shell
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❯ ruff check .
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numbers/__init__.py:1:1: D104 Missing docstring in public package
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numbers/numbers.py:1:1: D100 Missing docstring in public module
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numbers/numbers.py:5:31: UP006 [*] Use `list` instead of `List` for type annotations
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numbers/numbers.py:5:80: E501 Line too long (83 > 79 characters)
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Found 3 errors.
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[*] 1 potentially fixable with the --fix option.
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```
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### Ignoring Errors
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Any lint rule can be ignored by adding a `# noqa` comment to the line in question. For example,
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let's ignore the `UP006` rule for the `List` import:
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```py
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from typing import List
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def sum_even_numbers(numbers: List[int]) -> int: # noqa: UP006
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"""Given a list of integers, return the sum of all even numbers in the list."""
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return sum(num for num in numbers if num % 2 == 0)
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```
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Running Ruff again, we'll see that it no longer flags the `List` import:
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```shell
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❯ ruff check .
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numbers/__init__.py:1:1: D104 Missing docstring in public package
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numbers/numbers.py:1:1: D100 Missing docstring in public module
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numbers/numbers.py:5:80: E501 Line too long (83 > 79 characters)
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Found 3 errors.
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```
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If we want to ignore a rule for an entire file, we can add a `# ruff: noqa` comment to the top of
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the file:
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```py
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# ruff: noqa: UP006
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from typing import List
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def sum_even_numbers(numbers: List[int]) -> int:
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"""Given a list of integers, return the sum of all even numbers in the list."""
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return sum(num for num in numbers if num % 2 == 0)
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```
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When enabling a new rule on an existing codebase, you may want to ignore all _existing_
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violations of that rule and instead focus on enforcing it going forward.
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Ruff enables this workflow via the `--add-noqa` flag, which will adds a `# noqa` directive to each
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line based on its existing violations. We can combine `--add-noqa` with the `--select` command-line
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flag to add `# noqa` directives to all existing `UP006` violations:
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```shell
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❯ ruff check --select UP006 --add-noqa .
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Added 1 noqa directive.
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```
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Running `git diff` shows the following:
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```diff
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diff --git a/tutorial/src/main.py b/tutorial/src/main.py
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index b9291c5ca..b9f15b8c1 100644
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--- a/numbers/numbers.py
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+++ b/numbers/numbers.py
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@@ -1,6 +1,6 @@
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from typing import List
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-def sum_even_numbers(numbers: List[int]) -> int:
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+def sum_even_numbers(numbers: List[int]) -> int: # noqa: UP006
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"""Given a list of integers, return the sum of all even numbers in the list."""
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return sum(num for num in numbers if num % 2 == 0)
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```
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## Continuous Integration
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This tutorial has focused on Ruff's command-line interface, but Ruff can also be used as a
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[pre-commit](https://pre-commit.com) hook:
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```yaml
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- repo: https://github.com/charliermarsh/ruff-pre-commit
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# Ruff version.
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rev: 'v0.0.253'
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hooks:
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- id: ruff
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```
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See [_Usage_](usage.md) for more.
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## Editor Integrations
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Ruff can also be used as a [VS Code extension](https://github.com/charliermarsh/ruff-vscode) or
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alongside any other editor through the [Ruff LSP](https://github.com/charliermarsh/ruff-lsp).
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See [_Editor Integrations_](editor-integrations.md).
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@ -19,6 +19,7 @@ class Section(NamedTuple):
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SECTIONS: list[Section] = [
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Section("Overview", "index.md", generated=True),
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Section("Tutorial", "tutorial.md", generated=False),
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Section("Installation", "installation.md", generated=False),
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Section("Usage", "usage.md", generated=False),
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Section("Configuration", "configuration.md", generated=False),
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