Which Is Better For Python Projects: Pyproject Toml Or Requirements Txt?

2025-07-05 12:33:23 399

3 回答

Luke
Luke
2025-07-06 04:28:54
I've found 'pyproject.toml' to be a game-changer. It's not just about dependency management—it consolidates everything from build configurations to project metadata in one clean file. I used to rely on 'requirements.txt', but it feels archaic now. 'pyproject.toml' works seamlessly with modern tools like 'poetry' and 'pipenv', and the ability to define dynamic dependencies based on environments is brilliant. The only downside is legacy systems that still expect 'requirements.txt', but for new projects, 'pyproject.toml' is the clear winner. It's like upgrading from handwritten notes to a smart organizer.
Quinn
Quinn
2025-07-07 18:24:42
From a beginner's perspective, 'requirements.txt' feels friendlier—just pip freeze > requirements.txt and you're done. But after hitting dependency conflicts in three consecutive projects, I switched to 'pyproject.toml' with 'poetry'. The lockfile system prevents version clashes, and grouping dependencies (dev, test, docs) keeps environments clean.

What sold me was seeing how 'pyproject.toml' handles extras—like installing GPU-specific packages only when needed. It does have a steeper learning curve though; table syntax can confuse newcomers. For small solo projects, either works fine, but 'pyproject.toml' pays off as projects grow. The community momentum is clearly behind it, with major libraries like 'numpy' and 'pandas' adopting it.
Quinn
Quinn
2025-07-07 20:43:50
I've experimented with both formats across multiple team projects, and the scalability of 'pyproject.toml' wins every time. Unlike 'requirements.txt', which just lists packages, 'pyproject.toml' allows you to specify build backends, optional dependencies, and even script aliases. When we migrated our CI/CD pipeline last year, having all build requirements in 'pyproject.toml' reduced our configuration files by 40%.

That said, 'requirements.txt' still has its place—it's dead simple for virtual environments or quick prototypes. But for anything production-grade, 'pyproject.toml' offers dependency groups that prevent bloating docker images with dev packages. The PEP 621 standardization also means it's becoming the lingua franca for Python tooling. If you're starting fresh, go all-in on 'pyproject.toml' but keep a lightweight 'requirements.txt' for compatibility with older deployment scripts.
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