Python Data Stack

10 modern Python development tools. uv + ruff replaces pip/black/flake8

10 tools[AI COMPATIBLE]

Install all

$ brew install uv ruff mypy poetry pyright ipython jupyter pipx hatch

1 tools not available via brew: pytest

Extremely fast Python package manager written in Rust. Replaces pip

Extremely fast Python linter written in Rust. Replaces black + flake8 + isort

Static type checker for Python. Validates type hints

Python dependency management and packaging. pyproject.toml based

Microsoft's fast static type checker for Python. Pylance engine

Powerful interactive Python shell. The kernel behind Jupyter

Jupyter Notebook and JupyterLab CLI. Interactive data science

Install and run Python applications in isolated environments

Python testing framework. Concise syntax and rich plugin ecosystem

Modern Python project manager. Envs, build, and publish unified