mirror of https://github.com/mtshiba/pylyzer
943 lines
42 KiB
HTML
943 lines
42 KiB
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<meta name="author" content="Shunsuke Shibayama">
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<link rel="canonical" href="https://mtshiba.github.io/pylyzer/">
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pylyzer
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pylyzer ⚡
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
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pylyzer
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<nav class="md-nav md-nav--primary md-nav--integrated" aria-label="Navigation" data-md-level="0">
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<img src="assets/pylyzer-logo.svg" alt="logo">
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pylyzer
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</label>
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<a href="https://github.com/mtshiba/pylyzer" title="Go to repository" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.7.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81"/></svg>
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pylyzer
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</a>
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<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
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<label class="md-nav__link md-nav__link--active" for="__toc">
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<span class="md-ellipsis">
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pylyzer ⚡
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</span>
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<span class="md-nav__icon md-icon"></span>
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<a href="." class="md-nav__link md-nav__link--active">
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<span class="md-ellipsis">
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pylyzer ⚡
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</span>
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</a>
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="#installation" class="md-nav__link">
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<span class="md-ellipsis">
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Installation
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<nav class="md-nav" aria-label="Installation">
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<a href="#pip" class="md-nav__link">
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<span class="md-ellipsis">
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pip
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</span>
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</a>
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<a href="#cargo-rust-package-manager" class="md-nav__link">
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<span class="md-ellipsis">
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cargo (Rust package manager)
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</a>
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<li class="md-nav__item">
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<a href="#build-from-source" class="md-nav__link">
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<span class="md-ellipsis">
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build from source
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</a>
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<li class="md-nav__item">
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<a href="#github-releases" class="md-nav__link">
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<span class="md-ellipsis">
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GitHub Releases
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<li class="md-nav__item">
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<span class="md-ellipsis">
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How to use
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</a>
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<nav class="md-nav" aria-label="How to use">
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<ul class="md-nav__list">
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<a href="#check-a-single-file" class="md-nav__link">
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<span class="md-ellipsis">
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Check a single file
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</span>
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</a>
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</li>
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</ul>
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</nav>
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<li class="md-nav__item">
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<a href="#check-multiple-files" class="md-nav__link">
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<span class="md-ellipsis">
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Check multiple files
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</a>
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<nav class="md-nav" aria-label="Check multiple files">
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<ul class="md-nav__list">
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<a href="#check-an-entire-package" class="md-nav__link">
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<span class="md-ellipsis">
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Check an entire package
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</a>
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<li class="md-nav__item">
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<a href="#start-the-language-server" class="md-nav__link">
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<span class="md-ellipsis">
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Start the language server
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</span>
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</a>
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</ul>
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<li class="md-nav__item">
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<a href="#what-is-the-advantage-over-pylint-pyright-pytype-etc" class="md-nav__link">
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<span class="md-ellipsis">
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What is the advantage over pylint, pyright, pytype, etc.?
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</span>
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</a>
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<nav class="md-nav" aria-label="What is the advantage over pylint, pyright, pytype, etc.?">
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<ul class="md-nav__list">
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<li class="md-nav__item">
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<a href="#pyright" class="md-nav__link">
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<span class="md-ellipsis">
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pyright
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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pylyzer 😃
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<span class="md-ellipsis">
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VSCode extension
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<a href="#what-is-the-difference-from-ruff" class="md-nav__link">
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What is the difference from Ruff?
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How it works
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Limitations
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TODOs
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Join us!
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<a href="editor/" class="md-nav__link">
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Editor integrations
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Errors
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Pylyzer-specific errors
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Pylyzer-specific warnings
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command line options
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pyproject.toml options
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<div class="md-content" data-md-component="content">
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<article class="md-content__inner md-typeset">
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<h1 id="pylyzer">pylyzer ⚡<a class="headerlink" href="#pylyzer" title="Permanent link">#</a></h1>
|
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<p><img alt="pylyzer_logo_with_letters" src="https://raw.githubusercontent.com/mtshiba/pylyzer/main/images/pylyzer-logo-with-letters.png" /></p>
|
|
<p><a href="https://marketplace.visualstudio.com/items?itemName=pylyzer.pylyzer" target="_blank" rel="noreferrer noopener nofollow"><img src="https://img.shields.io/visual-studio-marketplace/v/pylyzer.pylyzer?style=flat&label=VS%20Marketplace&logo=visual-studio-code" alt="vsm-version"></a>
|
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<a href="https://github.com/mtshiba/pylyzer/releases"><img alt="Build status" src="https://img.shields.io/github/v/release/mtshiba/pylyzer.svg"></a>
|
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<a href="https://github.com/mtshiba/pylyzer/actions/workflows/rust.yml"><img alt="Build status" src="https://github.com/mtshiba/pylyzer/actions/workflows/rust.yml/badge.svg"></a></p>
|
|
<p><code>pylyzer</code> is a static code analyzer / language server for Python, written in Rust.</p>
|
|
<h2 id="installation">Installation<a class="headerlink" href="#installation" title="Permanent link">#</a></h2>
|
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<h3 id="pip">pip<a class="headerlink" href="#pip" title="Permanent link">#</a></h3>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>pip<span class="w"> </span>install<span class="w"> </span>pylyzer
|
|
</code></pre></div>
|
|
<h3 id="cargo-rust-package-manager">cargo (Rust package manager)<a class="headerlink" href="#cargo-rust-package-manager" title="Permanent link">#</a></h3>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>cargo<span class="w"> </span>install<span class="w"> </span>pylyzer<span class="w"> </span>--locked
|
|
</code></pre></div>
|
|
<h3 id="build-from-source">build from source<a class="headerlink" href="#build-from-source" title="Permanent link">#</a></h3>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/mtshiba/pylyzer.git
|
|
<a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a>cargo<span class="w"> </span>install<span class="w"> </span>--path<span class="w"> </span>.<span class="w"> </span>--locked
|
|
</code></pre></div>
|
|
<p>Make sure that <code>cargo</code>/<code>rustc</code> is up-to-date, as pylyzer may be written with the latest (stable) language features.</p>
|
|
<h3 id="github-releases"><a href="https://github.com/mtshiba/pylyzer/releases/latest">GitHub Releases</a><a class="headerlink" href="#github-releases" title="Permanent link">#</a></h3>
|
|
<h2 id="how-to-use">How to use<a class="headerlink" href="#how-to-use" title="Permanent link">#</a></h2>
|
|
<h3 id="check-a-single-file">Check a single file<a class="headerlink" href="#check-a-single-file" title="Permanent link">#</a></h3>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>pylyzer<span class="w"> </span>file.py
|
|
</code></pre></div>
|
|
<h2 id="check-multiple-files">Check multiple files<a class="headerlink" href="#check-multiple-files" title="Permanent link">#</a></h2>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a><span class="c1"># glob patterns are supported</span>
|
|
<a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a>pylyzer<span class="w"> </span>file1.py<span class="w"> </span>file2.py<span class="w"> </span>dir/file*.py
|
|
</code></pre></div>
|
|
<h3 id="check-an-entire-package">Check an entire package<a class="headerlink" href="#check-an-entire-package" title="Permanent link">#</a></h3>
|
|
<p>If you don't specify a file path, pylyzer will automatically search for the entry point.</p>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>pylyzer
|
|
</code></pre></div>
|
|
<h3 id="start-the-language-server">Start the language server<a class="headerlink" href="#start-the-language-server" title="Permanent link">#</a></h3>
|
|
<p>This option is used when an LSP-aware editor requires arguments to start pylyzer.</p>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a>pylyzer<span class="w"> </span>--server
|
|
</code></pre></div>
|
|
<p>For other options, check <a href="https://mtshiba.github.io/pylyzer/options/options/">the manual</a>.</p>
|
|
<h2 id="what-is-the-advantage-over-pylint-pyright-pytype-etc">What is the advantage over pylint, pyright, pytype, etc.?<a class="headerlink" href="#what-is-the-advantage-over-pylint-pyright-pytype-etc" title="Permanent link">#</a></h2>
|
|
<ul>
|
|
<li>Performance 🌟</li>
|
|
</ul>
|
|
<p>On average, pylyzer can inspect Python scripts more than <strong>100 times faster</strong> than pytype and pyright <a href="#1"><sup id="f1">1</sup></a>. This is largely due to the fact that pylyzer is implemented in Rust.</p>
|
|
<p><img alt="performance" src="https://raw.githubusercontent.com/mtshiba/pylyzer/main/images/performance.png" /></p>
|
|
<ul>
|
|
<li>Reports readability 📖</li>
|
|
</ul>
|
|
<p>While pytype/pyright's error reports are illegible, pylyzer shows where the error occurred and provides clear error messages.</p>
|
|
<h3 id="pyright">pyright<a class="headerlink" href="#pyright" title="Permanent link">#</a></h3>
|
|
<p><img alt="pyright_report" src="https://raw.githubusercontent.com/mtshiba/pylyzer/main/images/pyright_report.png" /></p>
|
|
<h3 id="pylyzer_1">pylyzer 😃<a class="headerlink" href="#pylyzer_1" title="Permanent link">#</a></h3>
|
|
<p><img alt="report" src="https://raw.githubusercontent.com/mtshiba/pylyzer/main/images/report.png" /></p>
|
|
<ul>
|
|
<li>Rich LSP support 📝</li>
|
|
</ul>
|
|
<p>pylyzer as a language server supports various features, such as completion and renaming (The language server is an adaptation of the Erg Language Server (ELS). For more information on the implemented features, please see <a href="https://github.com/erg-lang/erg/tree/main/crates/els#readme">here</a>).</p>
|
|
<p><img alt="lsp_support" src="https://raw.githubusercontent.com/mtshiba/pylyzer/main/images/lsp_support.png" /></p>
|
|
<p><img alt="autoimport" src="https://raw.githubusercontent.com/mtshiba/pylyzer/main/images/autoimport.gif" /></p>
|
|
<h2 id="vscode-extension">VSCode extension<a class="headerlink" href="#vscode-extension" title="Permanent link">#</a></h2>
|
|
<p>You can install the VSCode extension from the <a href="https://marketplace.visualstudio.com/items?itemName=pylyzer.pylyzer">Marketplace</a> or from the command line:</p>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a>code<span class="w"> </span>--install-extension<span class="w"> </span>pylyzer.pylyzer
|
|
</code></pre></div>
|
|
<h2 id="what-is-the-difference-from-ruff">What is the difference from <a href="https://github.com/astral-sh/ruff">Ruff</a>?<a class="headerlink" href="#what-is-the-difference-from-ruff" title="Permanent link">#</a></h2>
|
|
<p><a href="https://github.com/astral-sh/ruff">Ruff</a>, like pylyzer, is a static code analysis tool for Python written in Rust, but Ruff is a linter and pylyzer is a type checker & language server.
|
|
pylyzer does not perform linting & formatting, and Ruff does not perform type checking.</p>
|
|
<h2 id="how-it-works">How it works<a class="headerlink" href="#how-it-works" title="Permanent link">#</a></h2>
|
|
<p>pylyzer uses the type checker of <a href="https://erg-lang.org">the Erg programming language</a> internally.
|
|
This language is a transpiled language that targets Python, and has a static type system.</p>
|
|
<p>pylyzer converts Python ASTs to Erg ASTs and passes them to Erg's type checker. It then displays the results with appropriate modifications.</p>
|
|
<h2 id="limitations">Limitations<a class="headerlink" href="#limitations" title="Permanent link">#</a></h2>
|
|
<ul>
|
|
<li>
|
|
<p>pylyzer's type inspector only assumes (potentially) statically typed code, so you cannot check any code uses reflections, such as <code>exec</code>, <code>setattr</code>, etc.</p>
|
|
</li>
|
|
<li>
|
|
<p>pylyzer (= Erg's type system) has its own type declarations for the Python standard APIs. Typing of all APIs is not complete and may result in an error that such an API does not exist.</p>
|
|
</li>
|
|
<li>
|
|
<p>Since pylyzer's type checking is conservative, you may encounter many (possibly false positive) errors. We are working on fixing this, but if you are concerned about editor errors, please turn off the diagnostics feature.</p>
|
|
</li>
|
|
</ul>
|
|
<h2 id="todos">TODOs<a class="headerlink" href="#todos" title="Permanent link">#</a></h2>
|
|
<ul class="task-list">
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type checking<ul class="task-list">
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> variable</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> operator</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> function/method</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> class</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>async/await</code></li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> user-defined abstract class</li>
|
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</ul>
|
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</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type inference<ul class="task-list">
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> variable</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> operator</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> function/method</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> class</li>
|
|
</ul>
|
|
</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> builtin modules analysis</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> local scripts analysis</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> local packages analysis</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> LSP features<ul class="task-list">
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> diagnostics</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> completion</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> rename</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> hover</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> goto definition</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> signature help</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> find references</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> document symbol</li>
|
|
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> call hierarchy</li>
|
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</ul>
|
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</li>
|
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> collection types<ul class="task-list">
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>list</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>dict</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>tuple</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>set</code></li>
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</ul>
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</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>typing</code><ul class="task-list">
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Union</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Optional</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Literal</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Callable</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Any</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>TypeVar</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>TypedDict</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>ClassVar</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>Generic</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>Protocol</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>Final</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>Annotated</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>TypeAlias</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>TypeGuard</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type parameter syntax</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type narrowing</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> others</li>
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</ul>
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</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> <code>collections.abc</code><ul class="task-list">
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Collection</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Container</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Generator</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Iterable</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Iterator</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Mapping</code>, <code>MutableMapping</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>Sequence</code>, <code>MutableSequence</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> others</li>
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</ul>
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</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type assertion (<code>typing.cast</code>)</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type narrowing (<code>is</code>, <code>isinstance</code>)</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>pyi</code> (stub) files support</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> glob pattern file check</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> type comment (<code># type: ...</code>)</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> virtual environment support</li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> package manager support<ul class="task-list">
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>pip</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>poetry</code></li>
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<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled checked/><span class="task-list-indicator"></span></label> <code>uv</code></li>
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</ul>
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</li>
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</ul>
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<h2 id="join-us">Join us!<a class="headerlink" href="#join-us" title="Permanent link">#</a></h2>
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<p>We are looking for contributors to help us improve pylyzer. If you are interested in contributing and have any questions, please feel free to contact us.</p>
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<ul>
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<li><a href="https://discord.gg/kQBuaSUS46">Discord (Erg language)</a><ul>
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<li><a href="https://discord.com/channels/1006946336433774742/1056815981168697354">#pylyzer</a></li>
|
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</ul>
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</li>
|
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<li><a href="https://github.com/mtshiba/pylyzer/discussions">GitHub discussions</a></li>
|
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</ul>
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<hr />
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<p><span id="1" style="font-size:x-small"><sup>1</sup> The performance test was conducted on MacBook (Early 2016) with 1.1 GHz Intel Core m3 processor and 8 GB 1867 MHz LPDDR3 memory.<a href="#f1">↩</a></span></p>
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