NostraDavid

I really like those new icons - Yeah, they’re kinda flat, but they actually have colour.

They’ve basically taken peak 2005 icons, and improved on them.

Very nice.

especially when doing data science

500MB for Ray, another 500MB for Polars (though that was a bug IIRC), a few more megs for whatever binaries to read out those weird weather files (NetCDF and Grib2).

I bet it’s darn amazing,

It is. In this older article (by Anna-Lena Popkes) uv is still not in the middle, but I would claim it’s the new King of Project Management, when it comes to Python.

uv init --name <some name> --package --app and you’re off to the races.

Are you cloning a repo that’s uv-enabled? Just uv sync and you’re done!

Heck, you can now add dependencies to a script and just uv run --script script.py (IIRC) and you don’t need to install anything - uv will take care of it all, including a needed Python version.

Only downside is that it’s not 1.0 yet, so the API can change at any update. That is the last hurdle for me.

1. let pyproject.toml track the dependencies and dev-dependencies you actually care about

• dependencies are what you need to run your application
• dev-dependencies are not necessary to run your app, but to develop it (formatting, linting, utilities, etc)

2. it can track exactly what’s needed ot run the application via the uv.lock file that contains each and every lib that’s needed.
3. uv will install the needed Python version for you, completely separate from what your system is running.
4. uv sync and uv run <application> is pretty much all you need to get going
5. it’s blazingly fast in everything

pip3 freeze > requirements.txt

I hate this. Because now I have a list of your dependencies, but also the dependencies of the dependencies, and I now have regular dependencies and dev-dependencies mixed up. If I’m new to Python I would have NO idea which libraries would be the important ones because it’s a jumbled mess.

I’ve come to love uv (coming from poetry, coming from pip with a requirements/base.txt and requirements/dev.txt - gotta keep regular dependencies and dev-dependencies separate).

uv sync

uv run <application>

That’s it. I don’t even need to install a compatible Python version, as uv takes care of that for me. It’ll automatically create a local .venv/, and it’s blazingly fast.

Python’s tooling is a mess.

Not only that. It’s a historic mess. Over the years, growing a better and better toolset left a lot of projects in a very messy state. So many answers on Stack Overflow that mention easy_install - I still don’t know what it is, but I guess it was some kind of proto uv.

The amount of boomer bait on Facebook is staggering. The amount of Boomers falling for obviously AI-generated shite even moreso.

Topologically speaking, the frog is a donut.

I’ve got six of them:

• Tittynope: “A small amount left over; a modicum.”
• Cacography: “bad handwriting or spelling.”
• Epeolatry: “the worship of words.”
• Kakistocracy: “a state or society governed by its least suitable or competent citizens.”
• Oikophilia: “love of home”
• Tenebrous: “dark; shadowy or obscure”