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is an extremely fast Python type checker and language server written in Rust, 10x-100x faster than mypy and Pyright, built for large codebases and real-time IDE feedback.","\u003Ch2 id=\"project-overview\">Project Overview\u003C\u002Fh2>\u003Cp>ty is a Python type checker and language server from Astral, the creators of uv and Ruff. Written in Rust, it is 10x-100x faster than mypy and Pyright. It provides rich contextual diagnostics, configurable rule levels, and per-file overrides, designed for gradual adoption with support for redeclarations and partially typed code. Its language server adds code navigation, completions, auto-import, and fine-grained incremental analysis tuned for editing.\u003C\u002Fp>\n\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Item\u003C\u002Fth>\n\u003Cth>Value\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>Language\u003C\u002Ftd>\n\u003Ctd>Rust\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Target code\u003C\u002Ftd>\n\u003Ctd>Python 3.10+\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Status\u003C\u002Ftd>\n\u003Ctd>Beta\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>License\u003C\u002Ftd>\n\u003Ctd>MIT\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Cblockquote>\n\u003Cp>Type checking at the speed of real-time editor feedback.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\u003Ch2 id=\"key-features\">Key Features\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>Extremely fast\u003C\u002Fstrong>: 10x-100x faster than mypy and Pyright\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Rich diagnostics\u003C\u002Fstrong>: detailed context makes issues easy to locate and understand\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Configurable rules\u003C\u002Fstrong>: rule levels, per-file overrides, and suppression comments\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Adoption ready\u003C\u002Fstrong>: supports redeclarations and partially typed code for legacy projects\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Language server\u003C\u002Fstrong>: navigation, completions, code actions, auto-import, hover help\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Incremental analysis\u003C\u002Fstrong>: fine-grained incremental updates make IDE edits instant\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Editor integrations\u003C\u002Fstrong>: official support for VS Code, PyCharm, Neovim, and more\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Advanced typing\u003C\u002Fstrong>: intersection types, advanced narrowing, and reachability analysis\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"target-audience\">Target Audience\u003C\u002Fh2>\u003Cul>\n\u003Cli>Python developers\u003C\u002Fli>\n\u003Cli>Large codebase maintainers\u003C\u002Fli>\n\u003Cli>Teams that care about type-checking speed\u003C\u002Fli>\n\u003Cli>Heavy IDE users\u003C\u002Fli>\n\u003Cli>Teams seeking mypy or Pyright alternatives\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"quick-start\">Quick Start\u003C\u002Fh2>\u003Col>\n\u003Cli>Run a check directly with uvx\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-bash\">uvx ty check\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Col start=\"2\">\n\u003Cli>Or install ty and run in your project directory\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-bash\">ty check\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Col start=\"3\">\n\u003Cli>\u003Cp>Connect the ty language server to VS Code or PyCharm per the installation guide\u003C\u002Fp>\n\u003C\u002Fli>\n\u003Cli>\u003Cp>Try it in the browser via the official Playground\u003C\u002Fp>\n\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Ch2 id=\"core-advantages\">Core Advantages\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>Leading speed\u003C\u002Fstrong>: one to two orders of magnitude faster than mainstream checkers\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Adoption friendly\u003C\u002Fstrong>: designed for real codebases that are not fully typed\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Great IDE experience\u003C\u002Fstrong>: incremental analysis keeps editor feedback instant\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"system-requirements\">System Requirements\u003C\u002Fh2>\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Item\u003C\u002Fth>\n\u003Cth>Requirement\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>OS\u003C\u002Ftd>\n\u003Ctd>Linux, macOS, Windows\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Target language\u003C\u002Ftd>\n\u003Ctd>Python 3.10 or later\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Installation\u003C\u002Ftd>\n\u003Ctd>PyPI needs Python 3.8+; standalone installer needs no Python\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Ch2 id=\"notes\">Notes\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>Beta status\u003C\u002Fstrong>: no stable API yet; breaking changes may occur between any two versions\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Older targets\u003C\u002Fstrong>: checking Python 3.7-3.9 targets may cause false results due to missing stubs\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Development\u003C\u002Fstrong>: source development happens mainly in the ruff submodule of the Ruff repo\u003C\u002Fli>\n\u003C\u002Ful>\n",1793228993761]