Use ruff as the code formatter in place of black and isort since it is
much faster, and as projects like PyTorch and ONNX have adopted ruff
format as well.
This PR include only auto-fixed changes in formatting.
Bumps [ruff](https://github.com/astral-sh/ruff) from 0.5.4 to 0.9.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/releases">ruff's
releases</a>.</em></p>
<blockquote>
<h2>0.9.1</h2>
<h2>Release Notes</h2>
<h3>Preview features</h3>
<ul>
<li>[<code>pycodestyle</code>] Run
<code>too-many-newlines-at-end-of-file</code> on each cell in notebooks
(<code>W391</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15308">#15308</a>)</li>
<li>[<code>ruff</code>] Omit diagnostic for shadowed private function
parameters in <code>used-dummy-variable</code> (<code>RUF052</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15376">#15376</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-bugbear</code>] Improve
<code>assert-raises-exception</code> message (<code>B017</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15389">#15389</a>)</li>
</ul>
<h3>Formatter</h3>
<ul>
<li>Preserve trailing end-of line comments for the last string literal
in implicitly concatenated strings (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15378">#15378</a>)</li>
</ul>
<h3>Server</h3>
<ul>
<li>Fix a bug where the server and client notebooks were out of sync
after reordering cells (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15398">#15398</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>[<code>flake8-pie</code>] Correctly remove wrapping parentheses
(<code>PIE800</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15394">#15394</a>)</li>
<li>[<code>pyupgrade</code>] Handle comments and multiline expressions
correctly (<code>UP037</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15337">#15337</a>)</li>
</ul>
<h2>Contributors</h2>
<ul>
<li><a
href="https://github.com/AntoineD"><code>@AntoineD</code></a></li>
<li><a
href="https://github.com/InSyncWithFoo"><code>@InSyncWithFoo</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@MichaReiser</code></a></li>
<li><a href="https://github.com/calumy"><code>@calumy</code></a></li>
<li><a
href="https://github.com/dcreager"><code>@dcreager</code></a></li>
<li><a
href="https://github.com/dhruvmanila"><code>@dhruvmanila</code></a></li>
<li><a href="https://github.com/dylwil3"><code>@dylwil3</code></a></li>
<li><a href="https://github.com/sharkdp"><code>@sharkdp</code></a></li>
<li><a href="https://github.com/tjkuson"><code>@tjkuson</code></a></li>
</ul>
<h2>Install ruff 0.9.1</h2>
<h3>Install prebuilt binaries via shell script</h3>
<pre lang="sh"><code>curl --proto '=https' --tlsv1.2 -LsSf
https://github.com/astral-sh/ruff/releases/download/0.9.1/ruff-installer.sh
| sh
</code></pre>
<h3>Install prebuilt binaries via powershell script</h3>
<pre lang="sh"><code>powershell -ExecutionPolicy ByPass -c "irm
https://github.com/astral-sh/ruff/releases/download/0.9.1/ruff-installer.ps1
| iex"
</code></pre>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's
changelog</a>.</em></p>
<blockquote>
<h2>0.9.1</h2>
<h3>Preview features</h3>
<ul>
<li>[<code>pycodestyle</code>] Run
<code>too-many-newlines-at-end-of-file</code> on each cell in notebooks
(<code>W391</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15308">#15308</a>)</li>
<li>[<code>ruff</code>] Omit diagnostic for shadowed private function
parameters in <code>used-dummy-variable</code> (<code>RUF052</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15376">#15376</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-bugbear</code>] Improve
<code>assert-raises-exception</code> message (<code>B017</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15389">#15389</a>)</li>
</ul>
<h3>Formatter</h3>
<ul>
<li>Preserve trailing end-of line comments for the last string literal
in implicitly concatenated strings (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15378">#15378</a>)</li>
</ul>
<h3>Server</h3>
<ul>
<li>Fix a bug where the server and client notebooks were out of sync
after reordering cells (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15398">#15398</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>[<code>flake8-pie</code>] Correctly remove wrapping parentheses
(<code>PIE800</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15394">#15394</a>)</li>
<li>[<code>pyupgrade</code>] Handle comments and multiline expressions
correctly (<code>UP037</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/pull/15337">#15337</a>)</li>
</ul>
<h2>0.9.0</h2>
<p>Check out the <a href="https://astral.sh/blog/ruff-v0.9.0">blog
post</a> for a migration guide and overview of the changes!</p>
<h3>Breaking changes</h3>
<p>Ruff now formats your code according to the 2025 style guide. As a
result, your code might now get formatted differently. See the formatter
section for a detailed list of changes.</p>
<p>This release doesn’t remove or remap any existing stable rules.</p>
<h3>Stabilization</h3>
<p>The following rules have been stabilized and are no longer in
preview:</p>
<ul>
<li><a
href="https://docs.astral.sh/ruff/rules/stdlib-module-shadowing/"><code>stdlib-module-shadowing</code></a>
(<code>A005</code>).
This rule has also been renamed: previously, it was called
<code>builtin-module-shadowing</code>.</li>
<li><a
href="https://docs.astral.sh/ruff/rules/builtin-lambda-argument-shadowing/"><code>builtin-lambda-argument-shadowing</code></a>
(<code>A006</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/slice-to-remove-prefix-or-suffix/"><code>slice-to-remove-prefix-or-suffix</code></a>
(<code>FURB188</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/boolean-chained-comparison/"><code>boolean-chained-comparison</code></a>
(<code>PLR1716</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/decimal-from-float-literal/"><code>decimal-from-float-literal</code></a>
(<code>RUF032</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/post-init-default/"><code>post-init-default</code></a>
(<code>RUF033</code>)</li>
<li><a
href="https://docs.astral.sh/ruff/rules/useless-if-else/"><code>useless-if-else</code></a>
(<code>RUF034</code>)</li>
</ul>
<p>The following behaviors have been stabilized:</p>
<ul>
<li><a
href="https://docs.astral.sh/ruff/rules/pytest-parametrize-names-wrong-type/"><code>pytest-parametrize-names-wrong-type</code></a>
(<code>PT006</code>): Detect <a
href="https://docs.pytest.org/en/7.1.x/how-to/parametrize.html#parametrize"><code>pytest.parametrize</code></a>
calls outside decorators and calls with keyword arguments.</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="12f86f39a4"><code>12f86f3</code></a>
Ruff 0.9.1 (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15407">#15407</a>)</li>
<li><a
href="2b28d566a4"><code>2b28d56</code></a>
Associate a trailing end-of-line comment in a parenthesized implicit
concaten...</li>
<li><a
href="adca7bd95c"><code>adca7bd</code></a>
Remove pygments pin (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15404">#15404</a>)</li>
<li><a
href="6b98a26452"><code>6b98a26</code></a>
[red-knot] Support <code>assert_type</code> (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15194">#15194</a>)</li>
<li><a
href="c87463842a"><code>c874638</code></a>
[red-knot] Move tuple-containing-Never tests to Markdown (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15402">#15402</a>)</li>
<li><a
href="c364b586f9"><code>c364b58</code></a>
[<code>flake8-pie</code>] Correctly remove wrapping parentheses
(<code>PIE800</code>) (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15394">#15394</a>)</li>
<li><a
href="73d424ee5e"><code>73d424e</code></a>
Fix outdated doc for handling the default file types with the pre-commit
hook...</li>
<li><a
href="6e9ff445fd"><code>6e9ff44</code></a>
Insert the cells from the <code>start</code> position (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15398">#15398</a>)</li>
<li><a
href="f2c3ddc5ea"><code>f2c3ddc</code></a>
[red-knot] Move intersection type tests to Markdown (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15396">#15396</a>)</li>
<li><a
href="b861551b6a"><code>b861551</code></a>
Remove unnecessary backticks (<a
href="https://redirect.github.com/astral-sh/ruff/issues/15393">#15393</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/astral-sh/ruff/compare/0.5.4...0.9.1">compare
view</a></li>
</ul>
</details>
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### Description
Disable two PERF* rules in ruff to allow better readability. Rational
commented inline. This change also removes the unused noqa directives
because of the rule change.
### Motivation and Context
Readability
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at
bottom):
* __->__ #16789
Bump ruff to 0.0.278 and fix new lint errors. I added noqa to all
existing RUF012 errors which requires mutable class variables to be
annotated with `ClassVar`, as well as all PERF issues.
Signed-off-by: Justin Chu <justinchu@microsoft.com>