Best-of Python Developer Tools

repository·main·Indexed 23 days ago

https://github.com/ml-tooling/best-of-python-dev

A curated and ranked repository of approximately 270 open-source Python developer tools and libraries. Projects are categorized into 17 domains, such as Linters, Testing Tools, and Dependency Managers, and are ranked by a project-quality score calculated from GitHub and package manager metrics.

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What's inside best-of-python-dev

  1. Overview of Best-of Python Developer Tools

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    Best-of Python Developer Tools is a curated, ranked list of approximately 270 open-source Python projects and libraries. The projects are categorized into 17 domains (such as Linters, Testing Tools, and Dependency Managers) and are ranked by a project-quality score. This score is automatically calculated using metrics collected from GitHub and various package managers.

    To contribute or update the list, you can:

  2. Understand the project ranking and status indicators

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    The project uses specific icons and symbols to provide metadata about the ranked tools. When browsing the list, you can interpret the following indicators:

    Ranking & Popularity

    • 🥇🥈🥉: Combined project-quality score
    • ⭐️: Star count from GitHub
    • 👨‍💻: Contributors count from GitHub
    • 🔀: Fork count from GitHub
    • 📋: Issue count from GitHub

    Project Lifecycle & Activity

    • 🐣: New project (less than 6 months old)
    • 💤: Inactive project (6 months no activity)
    • 💀: Dead project (12 months no activity)
    • 📈📉: Project is trending up or down
    • ➕: Project was recently added

    Package & Ecosystem Metadata

    • ⏱️: Last update timestamp on package manager
    • 📥: Download count from package manager
    • 📦: Number of dependent projects
    • ❗️: Warning (e.g., missing/risky license)

    Ecosystem Specific Icons

    • Flake8 related project
    • Pytest related project
    • Pylint related project
    • Sphinx related project
    • MkDocs related project