ty-type-checking: Python type checking with ty, Astral's extremely fast type checker (10-100x faster than mypy/Pyright). Use when checking Python types, configuring type checking rules, or setting up type checking in projects. Triggered by: ty, type checking, type errors, static analysis, mypy alternative, pyright alternative.
Installation
Details
Usage
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model: haiku created: 2026-01-29 modified: 2026-01-29 reviewed: 2026-01-29 name: ty-type-checking description: | Python type checking with ty, Astral's extremely fast type checker (10-100x faster than mypy/Pyright). Use when checking Python types, configuring type checking rules, or setting up type checking in projects. Triggered by: ty, type checking, type errors, static analysis, mypy alternative, pyright alternative. user-invocable: false allowed-tools: Bash(ty *), Bash(python *), Bash(uv *), Read, Edit, Write, Grep, Glob, TodoWrite
ty Type Checking
Expert knowledge for using ty as an extremely fast Python type checker from Astral (creators of uv and ruff).
When to Use This Skill
| Use this skill when... | Use basedpyright instead when... | Use mypy instead when... |
|---|---|---|
| Want fastest type checking (10-100x faster) | Need strictest defaults out of box | Need extensive plugin ecosystem |
| Using Astral toolchain (uv, ruff) | Want Microsoft-backed alternative | Have legacy mypy configuration |
| Need excellent diagnostics | Need Pylance compatibility | Require mypy-specific plugins |
| Want incremental/watch mode | Team prefers Pyright conventions | Need Django/Pydantic mypy plugins |
| Setting up new Python project | Already using basedpyright | Existing mypy expertise |
Core Expertise
ty Advantages
- Extremely fast (10-100x faster than mypy and Pyright)
- Written in Rust for performance
- Best-in-class diagnostic messages inspired by Rust compiler
- Incremental analysis optimized for IDE workflows
- Built-in LSP for editor integration
- First-class intersection types
- Advanced type narrowing and reachability analysis
- Part of Astral ecosystem (uv, ruff)
Installation
Via uv (Recommended)
# Install globally as tool
uv tool install ty@latest
# Run without installing
uvx ty check
# Install as dev dependency
uv add --dev ty
Via pip
pip install ty
VS Code Extension
Install the astral-sh.ty extension from the VS Code marketplace.
Basic Usage
Type Checking
# Check current directory
ty check
# Check specific files or directories
ty check src/
ty check src/ tests/
ty check path/to/file.py
# Verbose output
ty check --verbose
# Hide progress indicators
ty check --hide-progress
Output Control
# Default output with diagnostics
ty check
# Hide progress spinners (useful for CI)
ty check --hide-progress
# Verbose mode for debugging
ty check --verbose
Configuration
pyproject.toml
[tool.ty]
# Python version targeting
python-version = "3.12"
# Files to exclude
exclude = [
"**/__pycache__",
"**/.venv",
"**/node_modules",
"tests/fixtures/**",
]
[tool.ty.rules]
# Configure rule severity: "error", "warn", or "ignore"
index-out-of-bounds = "error"
possibly-unbound = "warn"
unknown-type = "ignore"
ty.toml (standalone)
# ty.toml takes precedence over pyproject.toml
python-version = "3.12"
exclude = [
"**/__pycache__",
"**/.venv",
]
[rules]
index-out-of-bounds = "error"
possibly-unbound = "warn"
Configuration Hierarchy
- Command-line arguments (highest priority)
ty.tomlin current directorypyproject.toml[tool.ty]section- User config:
~/.config/ty/ty.toml(Linux) or%APPDATA%\ty\ty.toml(Windows) - ty defaults (lowest priority)
CLI Options
Core Options
| Flag | Description |
|---|---|
--python <VERSION> | Python environment/version to use |
--project <PATH> | Run within given project directory |
--config <PATH> | Path to ty.toml configuration file |
--verbose | Enable verbose output |
--hide-progress | Hide progress spinners/bars |
Rule Configuration
| Flag | Description |
|---|---|
--error <RULE> | Treat rule as error severity |
--warn <RULE> | Treat rule as warning severity |
--ignore <RULE> | Ignore rule completely |
File Selection
| Flag | Description |
|---|---|
--exclude <PATTERN> | Glob patterns for files to exclude |
--respect-ignore-files | Respect .gitignore (default) |
--no-respect-ignore-files | Ignore .gitignore files |
Editor Integration
VS Code
- Install extension:
astral-sh.ty - ty provides LSP with:
- Real-time type checking
- Go to Definition
- Auto-complete with type hints
- Auto-import suggestions
- Rename symbol
- Inlay hints
- Semantic highlighting
Neovim
-- Using nvim-lspconfig
require("lspconfig").ty.setup({
settings = {
ty = {
-- Configuration options
}
}
})
PyCharm
ty provides a PyCharm plugin for IDE integration.
CI Integration
GitHub Actions
name: Type Check
on: [push, pull_request]
jobs:
type-check:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install uv
uses: astral-sh/setup-uv@v2
with:
enable-cache: true
- name: Run ty
run: uvx ty check --hide-progress
Pre-commit Hook
# .pre-commit-config.yaml
repos:
- repo: https://github.com/astral-sh/ty
rev: v0.0.10
hooks:
- id: ty
GitLab CI
ty-check:
stage: test
image: python:3.12
before_script:
- pip install ty
script:
- ty check --hide-progress
Common Patterns
Quick Type Check
# Fast check of current project
ty check
# Check specific module
ty check src/api/
# Check with custom Python version
ty check --python 3.11
Configuring Rule Severity
# Make specific rules errors
ty check --error index-out-of-bounds --error possibly-unbound
# Ignore noisy rules
ty check --ignore unknown-type
# Mix severities
ty check --error division-by-zero --warn possibly-unbound --ignore unknown-type
Excluding Files
# Exclude test fixtures
ty check --exclude "tests/fixtures/**"
# Exclude multiple patterns
ty check --exclude "**/*_test.py" --exclude "**/conftest.py"
# Don't respect .gitignore
ty check --no-respect-ignore-files
Comparison with Other Type Checkers
Performance
| Type Checker | Relative Speed | Notes |
|---|---|---|
| ty | 1x (baseline) | Fastest, Rust-based |
| Pyright | 10-60x slower | Good performance |
| mypy | 10-100x slower | Slower but mature |
In editor (after file edit):
- ty: ~5ms to recompute diagnostics
- Pyright: ~400ms
- mypy: Several seconds
Feature Comparison
| Feature | ty | basedpyright | mypy |
|---|---|---|---|
| Speed | Fastest | Fast | Moderate |
| LSP | Built-in | Built-in | dmypy |
| Diagnostics | Excellent | Good | Basic |
| Plugin system | Limited | Limited | Extensive |
| Intersection types | First-class | Partial | Limited |
| Ecosystem | Astral (uv, ruff) | Microsoft | Standalone |
Migration
From mypy
# mypy.ini / [tool.mypy]
[mypy]
python_version = 3.12
strict = true
warn_unused_ignores = true
# Equivalent ty configuration
[tool.ty]
python-version = "3.12"
[tool.ty.rules]
# Configure equivalent strictness via rules
From Pyright/basedpyright
# [tool.pyright] or [tool.basedpyright]
[tool.basedpyright]
pythonVersion = "3.12"
typeCheckingMode = "strict"
# Equivalent ty configuration
[tool.ty]
python-version = "3.12"
[tool.ty.rules]
# Configure strictness via rules
Best Practices
1. Use with Astral Toolchain
# Combine with uv and ruff for complete workflow
uv init my-project && cd my-project
uv add --dev ty ruff
uv run ty check
uv run ruff check --fix
2. Configure Project-Level Settings
# pyproject.toml - recommended setup
[tool.ty]
python-version = "3.12"
exclude = [
"**/__pycache__",
"**/.venv",
"**/build",
"**/dist",
]
[tool.ty.rules]
# Start with defaults, adjust as needed
3. CI with Hide Progress
# Always use --hide-progress in CI for cleaner logs
ty check --hide-progress
4. Incremental Adoption
# Start by checking new code only
ty check src/new_module/
# Gradually expand coverage
ty check src/
Agentic Optimizations
| Context | Command |
|---|---|
| Quick check | ty check |
| CI check | ty check --hide-progress |
| Verbose debug | ty check --verbose |
| Check module | ty check src/module/ |
| Strict errors | ty check --error possibly-unbound |
| Ignore rule | ty check --ignore unknown-type |
Quick Reference
Essential Commands
# Basic type checking
ty check # Check current directory
ty check src/ # Check specific directory
ty check file.py # Check specific file
# Configuration
ty check --config ty.toml # Use custom config
ty check --python 3.12 # Specify Python version
# Output control
ty check --verbose # Verbose output
ty check --hide-progress # No progress indicators
# Rule control
ty check --error RULE # Treat as error
ty check --warn RULE # Treat as warning
ty check --ignore RULE # Ignore rule
# File selection
ty check --exclude "pattern" # Exclude files
Minimal Configuration
# pyproject.toml
[tool.ty]
python-version = "3.12"
exclude = ["**/__pycache__", "**/.venv"]
See Also
- basedpyright-type-checking - Alternative type checker with stricter defaults
- ruff-linting - Fast linting from same ecosystem
- ruff-formatting - Fast formatting from same ecosystem
- python-development - General Python development patterns
References
- Official docs: https://docs.astral.sh/ty/
- GitHub: https://github.com/astral-sh/ty
- Blog announcement: https://astral.sh/blog/ty
- Playground: https://play.ty.dev/
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