Tootfinder

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

City2Graph: A Python library for Heterogeneous Graph Neural Networks and spatial analysis in urban systems
https://www.sciencedirect.com/science/article/pii/S0198971526000943
Looks very interesting!

heise | Webseiten intelligent auslesen: Smarter scrapen mit Python und KI
Mit Python lassen sich Webseiten scrapen. KI macht den Scraper flexibler: Sie erkennt Inhalte auch dann, wenn HTML-Strukturen oder Formulierungen variieren.

Webseiten intelligent auslesen: Smarter scrapen mit Python und KI
Mit Python lassen sich Webseiten scrapen. KI macht den Scraper flexibler: Sie erkennt Inhalte auch dann, wenn HTML-Strukturen oder Formulierungen variieren.

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

Happy to announce v3.0.0 of my build-and-inspect-python-package GitHub Action that does what the name says.
If u maintain a Python pkg u should really give it a look! Much, much fewer broken pkgs have been pushed to PyPI & who doesn't love automatic trove classifier − GHA test matrix conversion‽
This release brings you Twine 7 & with that packaging metadata 2.5 & PEP 794 (Import Name Metadata) – also a new release procedure: no more trailing v3 tags – only full ve…

Release v3.0.0 · hynek/build-and-inspect-python-package
Security Given the increase and supply-chain attacks and advancements in tooling (for example, pinact or GitHub's Dependabot), this action will stop force-tagging minor and micro releases. This me...

How a 1988 Honda Prelude and a pet python named Goldie Gambino shaped a future Commanders DC https://www.espn.com/nfl/story/_/id/49828234/washington-commanders-daronte-jones-2026-defense

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

#Python 3.15 Is Bigger Than You Think: 7 New Features Worth Using in 2026
https://medium.com/@captain-solaris/python-3-15-is-…

"110-pound python named Jodie Foster is the first snake to receive human cancer treatment"
#UK #UnitedKingdom #ChesterZoo

110-pound python named Jodie Foster is the first snake to receive human cancer treatment
Jodie Foster, a 23-year-old python, became the first snake to receive electrochemotherapy, previously a cancer treatment only for humans.

In 1979, #MontyPython released their epic #film "Monty Python's Life of Brian": https://en.wikipedia.org/wiki/Life_of_

from my link log —
Subclassing in Python, redux.
https://hynek.me/articles/python-subclassing-redux/
saved 2024-04-11 https://

Subclassing in Python Redux
The conflict between subclassing and composition is as old as object-oriented programming. The latest crop of languages like Go or Rust prove that you don’t need subclassing to successfully write code. But what’s a pragmatic approach to subclassing in Python, specifically?

yearning for the days of #python v2.7 when everything was stable. the days when i was focusing on my code, and not on updating stuff because the underlying language changed again, without much benefit to me.

Me after laboriously backporting #Python 3.15 fixes to #Django 6.0.x in #Gentoo: "oh, nice, the patchset applies cleanly to 5.2.x as well."
And today, I have to laboriously backport another patch to 6.0.x, and it turns out the backport doesn't apply cleanly to 5.2.x, so I have to laboriously backport it there as well.
I honestly *hate* Django Python version support policy. Shifting all the burden downstream.

#Steady #Klimacrew
#BahnMonitor-Projekt: 7. Zufall ist nicht gleich Zufall. 🤭
Nach der Verspätungsmeldung kommt ein Wissenshäppchen. Der

Python-Projekt mit Bahn-API: 7. JSON-Wissenshäppchen: Zufall clever gemacht
So ergänzt dein Python-Bot Mastodon-Posts mit JSON-Wissenshäppchen – zufällig ausgewählt und fair rotiert.

On my way to Cologne for the next workshop on test-driven development with Python.
#TDD #Python #Testing

Old good time? 🤔
«Finger Protocol Malware — Python RAT via a 1970s:
The finger protocol is older than the web, disabled on every server that matters, and still a working malware delivery channel on a default Windows install. Here it planted a Python RAT that was alerting the whole time. One genuine compromise, drowned in thousands of benign look-alikes, invisible until something cut through the noise»
📧

A Protocol From 1977 Is Still Delivering Malware in 2026
Attackers revived the 1977 finger protocol to drop a Python RAT on a default Windows install. The full attack chain, and how Artemis caught it live.

I got nerd sniped so hard by this CTF puzzle in my feed and tried to solve it for the better part of the weekend...
https://infosec.exchange/@rebane2001/116977242964328537

I don't often write #python but when I do I can apparently write python inefficient enough to start the fans spinning on my workstation for half an hour. It looks like Path's match involves a glob compile for every invocation and I have a lot of files (14k) to check against a lot of patterns (2314).

A cool recent #Python change is PEP 783 <#pyodide

➡️ A search engine in 80 lines of Python
https://www.alexmolas.com/2024/02/05/a-search-engine-in-80-lines.html
(This is a link from my bookmark collection. A new link gets posted each night.)

#Python #uv users on #Debian: I've been using this setup:
apt install extrepo
extrepo enable uv
apt install uv
That worked perfectly for all local users using standard Debian package management …

from my link log —
SIMD within a bignum in pure Python.
https://www.da.vidbuchanan.co.uk/blog/python-swar.html
saved 2026-07-25 https://…

Subject: Re: pass copy of list to function
From: "Gordon McMillan" <@hypernet.com>
To: Timo Schmitt <@mailhost.uni-koblenz.de>, python-list@cwi.nl
Date: Thu, 12 Feb 1998 09:13:59 -0500
Timo asked:
> how do i pass a copy of a list of a function?
Use the Paranoia emoticon.
list = ['blah', 'blah']
f(list[:])
This passes the "here's my desert, where's everyone elses?" slice.
- Gord…

EVE Online startet die Migrierung von Python 2 auf 3. Das kommt mir etwas verfrüht vor, ist das schon stable?
#eveonline #python

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

There is more then Generative AI / LLMs , nice article about this,
"The important skill is not always choosing the newest model. It is choosing the right model for the problem."
https://www.kdnuggets.com/7-machine-learning-algorithms-that-still-matter

7 Machine Learning Algorithms That Still Matter - KDnuggets
Discover 7 essential machine learning algorithms that every data scientist should know before reaching for LLMs and generative AI, with simple explanations and practical Python code.

ptrclassify is a small, dependency-free Python library and CLI that infers likely IP usage and location from reverse-DNS PTR hostnames.
Version 0.3 released including new rules and CSV tool.
#ptrclassify #infosec #cybersecurity
🔗 https://github.com/adulau/ptrclassify

Who still uses Python 2?
Apparently, the library used for checking device trees in Linux.
The code is NOT compatible with Python 3 though, due to one single type.
Hopefully this gets accepted:
https://github.com/devicetree-org/pylibfdt/pull/9

fix for Python3 by orangecms · Pull Request #9 · devicetree-org/pylibfdt
Contribute to devicetree-org/pylibfdt development by creating an account on GitHub.

Looks like I'm attending PyBeach because apparently I didn’t have enough SoCal in 2026!?
Looking forward to a cozy conference with friends abound!
https://2026.pybeach.org

It's 2026 and :python: #Python's standard library *still* does not have a flatten function? 🤨
(Yes, more-itertools, that's not the point)

Also, zero days (well, minus a lot of days because I've been slacking) since a random #Python package got a new #NIH dependency on another Python package which is actually a "fastest" #RustLang package which cannot be built because the author thinks it a great idea to require a nightly Rust compiler.
…and of course it's full of "unsafe" calls. Because Rust is obviously such a great language for making secure code.
https://github.com/awolverp/cachebox/issues/62

#Steady #Klimacrew
#BahnMonitor-Projekt: 5. Automatisierte Skripte brauchen Kontrolle – besonders bei API-Aufrufen.
Jetzt bekommt das

Python-Projekt mit Bahn-API: 5. Fehlerprotokollierung und Logfile
So richtest du Logging in deinem Python-Projekt ein: UTF-8-Logfile, CSV-Struktur, automatische Dateierstellung inklusive.

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

What are we using to package up Python application & dependencies into a single distributable file now?
I'm thinking of bundlers like RollupJS.
PEX? Zipapp? Docker image? Trying really dang hard to only use stdlib and shipping a boring wheel?
#python #packaging #askfedi

TIL " #Python, for example, is a popular programming language that is famously smooth at handling integers of any size. If you peek into Python's underlying source code (search “Karatsuba” here)"

Mathematicians still don’t know the fastest way to multiply numbers
A 23-year-old student overturned an ancient conjecture about one of math’s simplest operations

📊 Requires #NodeJS 20 , #Python 3.11 with PyYAML and Bash 4.3 . Expected trade-off is about 3x the time and 2x the tokens. MIT licensed
🌐 https://

The BBQ for all the Python user groups in Berlin is in a week’s time. I’m already looking forward to meeting lots of Pythonistas: https://www.meetup.com/python-users-berlin-pub/events/314905083/

Python in Berlin BBQ @ c-base, Thu, Aug 13, 2026, 7:00 PM | Meetup
Normally we announce our talks here, but this time we are taking a short summer break and therefore invite you to a barbecue at the Spree. The BBQ is for all Berlin Python

It's kind of crazy that both GPT and Claude really love to manipulate files by writing Python scripts that do text search-and-replace. First of all, why isn't this a dedicated tool? Second, the generated scripts usually don't check that the search-and-replace was successful. Are they just good enough at regurgitating text that they never make mistakes? What if the file was modified in the mean time?

My wife nerd sniped me into answering some deep questions about Criminal Minds using nothing but the subtitles.
It's the worst case scenario docs for my RAG system so tried to solve that using some Graph storage and LLMs to make sense of the subtitle files.
Now I can answer things like "list all the episodes with female unsubs" etc
Not yet wrote the code - but Claude did a POC in Python and it worked \o/
Here's a short video,

Yes, the command line can be powerful, but I was tired of spinning up a terminal window regularly only to convert a #Markdown file to a certain output format with #pandoc. So to scratch my own itch, I wrote a small python extension for

Is there somewhere a good open source software in Python to act as bridge between RSS and ActivityPub act as actor? Before I write something new.
#activitypub #opensource #rss

Good morning! Since it's become a drag to support in mainline, I've extracted svcs's Pyramid support into an own package svcs-pyramid.
That means, the next svcs version will ship WITHOUT a `svcs.pyramid` module.
You can start using svcs-pyramid TODAY to avoid breakage the moment 26.2.0 drops – there are no code changes, just adjust the import statement:

GitHub - hynek/svcs-pyramid: Pyramid integration for the svcs Python service locator
Pyramid integration for the svcs Python service locator - hynek/svcs-pyramid

My bike riding has been poor this year, due to spinal stenosis and then spinal surgery in June... but hopefully the numbers will go up for the rest of the year.
(And who knows? Maybe I'll update some of the Python code that generates these.)
#bikeTooter #python

A Java Geek weekly 155
Writing an agent skill. Why we built Pion. What are Open Weights? Smetana. On learning programming in an age of LLMs. Shopify Drops React Native for Swift and Kotlin. DNS-AID will make AI agents easier to discover. HarnessTax: How Much Does the Harness Matter for Coding Agents? Cloudflare Introduces the Agent Development Lifecycle to Replace Traditional SDLC. Unit tests mark territory more than squash bugs. Python 3.

I received a spam mail from python.org - with a valid DKIM signature. Should I report this somewhere? ... @…

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

Ich bekomme Spam mit Absender "support@python.org". Gnah! #alleskaputt

Video tutorials for modern ideas and open source tools. #python

Code. Simply. Clearly. Calmly.
Short and simple video lessons that start from scratch. Tools and thoughts that might make your professional life more enjoyable.

Had to hand-edit a python library source to get offlineimap working. Backwards compatibility has no priority for python developers, useless behaviour, useless programming language.

RE: https://mastodon.social/@lemonde/116961723731827043
That reminds me of Monty Python's suicide squad. "That showed them, ha?"

My credit card details seem to have been cloned. Fun fact: I only used this card to buy a few Kindle books, donate to the Python Software Foundation and pay to reserve a seat with British Airways.
So, which one do you think leaked my card data?
Or is there any other way some asshole was trying to buy shit in the US with my money?

#Steady #Klimacrew
#BahnMonitor-Projekt: 3. Klappt der erste Zugriff auf die Bahn-API?
Im nächsten Schritt wurde die API-Abfrage getestet udn geprüft, ob die zurückgelieferten Datenstru…

Python-Projekt mit Bahn-API: 3. Erste Tests mit API-Abfrage
Erfahre, wie du Bahn-API-Antworten in Python einliest, analysierst und debugst – mit Tipps zur Konsolenausgabe und Codeanpassung.

Zero days since I've discovered a random #CPython bug that triggers in very specific circumstances and I don't really have time to report it, nor can expect anyone to do it for me.
This time it's a test failure and refcounts being broken while running fastjsonschema's test suite on #Python 3.15 freethreading with pytest's --junit-xml option enabled 😱. And of course removing --junit-xml makes all tests pass.
EDIT: and of course I cannot reproduce outside Portage. Yet inside, it reliably crashes every single time.

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

I fully understand the saying "if it works, don't touch it"... but **this** is something else entirely
#Python #LegacySystem

Holy cow, remember to clean your #uv cache from time to time, folks 😅
UPDATE: Seems to contain some links, deleting the cache only freed like 9GiB, but still...
#Python

TFW your client decides to convert the whole codebase from Python to C because of “performance”, but nobody on the team is well versed in C .
Apparently it won’t be a problem because “Claude knows C ”
🤦‍♂️🤦‍♂️🤦‍♂️

Who would've thought that #Rust becomes native for GPU kernels:
https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernel…

Introducing CUDA Rust: Two Tracks for Writing GPU Kernels
In September 2026, NVIDIA announced it is leaning into native GPU programming in Rust. CUDA C++ and CUDA Python are mature, enterprise-grade toolchains…

Drafter: A Python Library for Full-Stack Web Development in CS1
Austin Cory Bart, Nazim Karaca
https://arxiv.org/abs/2609.28481 https://arxiv.org/pdf/2609.…

omg omg omg https://peps.python.org/pep-0841/

PEP 841 – Adding Frozen Syntax to Optimize Immutable Types | peps.python.org
This PEP proposes frozen display syntax: f{1, 2, 3} evaluates to a frozenset, and f{'a': 1} evaluates to a frozendict. Because immutability is guaranteed by the syntax itself rather than inferred from usage, the compiler can treat frozen displays as fir...

#Steady #Klimacrew
#BahnMonitor-Projekt: 2. Welche Architektur sollte der Bot haben?
Bevor es ans Coden geht, ist etwas Grübeln über eine sinnvolle Gliederung der Module ratsam. Wie sie…

Python-Projekt mit Bahn-API: 2. Architekturentwurf
Architektur eines Python-Projekts zur Analyse von ICE-Verspätungen via Bahn-API – mit ChatGPT und strukturierter Code-Aufteilung.

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

📋 #ClaudeCode ships with a built-in cron scheduler. #Codex CLI does not. So I built one myself — one skill file plus one #Python helper, no daemon, no service, no queue

( 🧵 1/N: started thinking I would just post a little amusing thing, and...it turned into a mini essay on knowledge, students, teachers, and education. Did not see that coming...)
I may have overestimated my upper-division CS students...
I'm teaching a junior/senior-level course on the foundations of AI. We're using Python, and there's a very simple starter homework assignment to get students to work through the logistics of submitting their code.
Yesterday I was…

Final preparations for tomorrow’s BBQ for all Python user groups in Berlin @…: https://www.meetup.com/python-users-berlin-pub/events/314905083

I wish #mypy would slow down with adding new features to mypyc, and instead focused on fixing the train wreck that mypyc is right now (since 2023 at least). Like, if your code crashes hard with assertions enabled, then it's broken, period. Ignoring proper testing and shoving the issue under the carpet doesn't make it right.
#Python

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

I received a spam mail from python.org - with a valid DKIM signature. Should I report this somewhere? ... @…

old and busted: delete failing tests
new and hotness: delete CI configuration
this is FOSS DoS; I have no other term for it
https://github.com/python-attrs/attrs/pull/1585/changes#diff-2e34befd0a8baf062…

and_ and or_: reject non-callable arguments at the call site by HrachShah · Pull Request #1585 · python-attrs/attrs
Summary and_ and or_ now raise NotCallableError at the call site when given a non-callable argument, instead of silently deferring the failure to the wrapped validator's __call__ site. Motivati...

#Steady #Klimacrew
#BahnMonitor-Projekt: 1. Wie kommt man an Live-Daten der Deutschen Bahn?
Im November konnte ich per Zufall mit einem

Python-Projekt mit Bahn-API: 1. Zugang einrichten
Entdecke, wie du mit Visual Studio Code und ChatGPT ein Python-Projekt realisierst – inklusive Vibe Coding und Bahn-API-Zugriff.

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

Python one-liner to generate a random string (takes one optional argument for length – default 16):
python3 -c 'import secrets,string,sys;print("".join([secrets.choice(string.ascii_letters string.digits) for _ in range(int(sys.argv[1]) if len(sys.argv)>1 else 16)]))'
Can be set as alias in bashrc/zshrc, e.g. via:
alias rand="python3 -c 'import secrets,string,sys;print(\"\".join([secrets.choice(string.ascii_letters string.digits) for _…

speaking of slophub, here's environ-config 26.1.0 (my #Python take on loading config from env variables and secrets from safe places) a minor modernization update. thanks so much to every single name in the thanking section and to github who made it possible:

Release 26.1.0 · hynek/environ-config
Highlights Mostly packaging, small bugs, and docs updates. Only heads-up is that the created classes are now using attrs's NG-style ones with subtly different defaults. Full changelog below! Specia...

🔧 The backend is #Python-based on top of #pipecat, the UI is #TypeScript. The architecture is modular so components can be swapped, and

I finally got around to working on my bike mapping project enough to publish the results...
#bikeTooter #python

Beautiful palettes based on art for R and python: #rstats #ggplot

GitHub - BlakeRMills/MetBrewer: Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
Color palette package in R inspired by works at the Metropolitan Museum of Art in New York - BlakeRMills/MetBrewer

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

from my link log —
In Python 2, node.example.com is an IPv6 address.
https://tuckersiemens.com/posts/node-example-com-is-an-ip-address/
saved 2020-12-30

node.example.com Is An IP Address
node.example.com is an IP address.

Alongside CUDA 13.3, Nvidia is releasing CUDA Python 1.0 as a direct CUDA interface for Python: #Nvidia #CUDA #Python

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

Due to popular demand (it's me—I'm the demand), I've decided to cut pgbg in two and liberate the database-agnostic parts.
So if you want a self-healing way to run a background thread in Python with flexible wakeups, check it out!
The ideal outcome would be if someone wrote something like mysqlbg or so on top of it. :D
https://bgt.hynek.me/stable/

The state of #Python ecosystem right now: almost everything is slop. Some projects are complete vibe-coded slop (autobahn, chardet, cryptography). Some projects are disguised slop ("Coding agents shouldn't co-author themselves.")
There is only a handful of human projects left (Flask being one bright example). And they're being killed. They're being killed by the neverending slew of slop pull requests. They're being killed by all their dependencies becoming slop. They're being killed because this whole ecosystem has became such a complete cesspit that you have zero motivation to do anything.
EDIT: and honestly, this is only going to get worse. When you kill the incentive to work on projects, you only get more slop. Maintainers give in, and more projects become slop. Or they give up, and projects get forked unto slop.
#NoAI #NoLLM

🔐 Ships with zero credentials: bring your own free #GoogleCloud OAuth client for the YouTube Data API v3 (~5 minutes setup). Requires Python 3.9 and is safe to point at an existing vault without overwriting content

python_dependency: Python Dependency Network
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.
This network has 58743 nodes and 108399 edges.
Tags: Technological, Software, Unweighted
https://networks.sk…

🧮 cuda.compute brings parallel algorithms from the CUDA Core Compute Libraries: sort, scan, reduce, transform, unique, histogram, top-k
🔧 cuda.bindings offers direct bindings for all C APIs, cuda-pathfinder detects installed CUDA components, nvmath-python adds math libraries

Zero days since I regret filing a bug since it meant that some random asshole used life-destroying, nazi-supporting #slop machine to (checks notes) perform a two-line change that was precisely suggested in the bug report and add a test case that was also literally given on the bug. Well, at least they added a wall-of-slop explanation to the changes, so they wouldn't have to copy the one sentence explanation given on the bug.
#NoAI #Python

I’m somewhat embarrassed to finally announce svcs 26.1.0 – my solution to #Python service location and dependency injection.
It’s been a minute, and the changelog is chuck-full, but the main features are autowiring, which looked like a simple add-on that grew to a four-digit monster diff, and of course, TypeForms that allow registering/getting abstract types!

Release 26.1.0 · hynek/svcs
Highlights In the spirit of "we do these things not because they are easy, but because we thought they were going to be easy" this release brings a great new feature: autowiring! It resolves depend...

🔒 Semantic versioning promised: breaking changes only in major releases, deprecations follow predictable rules; docs and learning materials on #GitHub
🌐 https://www.

from my link log —
Fast IPv4 to hostname lookups: PostgreSQL vs ClickHouse.
https://tech.marksblogg.com/fast-ip-to-hostname-clickhouse-postgresql.html
saved 2020-01-09

#Python in a nutshell:
1. Let's use this new fancy #TOML thing for everything, it's so cool!
2. Everyone starts depending on third-party TOML libraries.
3. TOML library is finally added to the standard library, so people are moving to conditionally using it.
4. As old versions of Python become irrelevant, people are finally dropping fallbacks to the third-party library.
5. TOML 1.1 is introduced, and everyone has to start using a third-party library again… (at least until Python 3.15)
That's in case anyone is wondering why dev-python/tomli is suddenly getting installed on #Gentoo systems again.

📉 According to Nvidia, third-party libraries like #PyTorch, #CuPy or #RAPIDS become dispensable in many cases
📌 Install: pip install cuda-python cuda-cccl numba-cuda-mlir[cu13]

from my link log —
Line breaks in Python and Unicode.
https://www.b-list.org/weblog/2026/aug/10/newlines/
saved 2026-08-10 https://

Breaking up (lines) is hard to do
Here’s a seemingly simple question: given a chunk of multi-line text, how do you split it and return an array …

🎯 #Caddy on the VPS handles HTTPS with on-demand TLS. Certificates are auto-provisioned per subdomain, with a #ZeroSSL fallback when Let's Encrypt hits its 50-certs-per-week rate limit.
🔧 A small #Python

#Steady #Klimacrew
#BahnMonitor-Projekt: 6. Nachdem das Skript läuft, kommt nun der Tröt auf #Mastodon

Python-Projekt mit Bahn-API: 6. Zugverspätungen auf Mastodon tröten
Wie du mit Python einen Mastodon-Bot baust, der automatisch Zugverspätungen postet – inklusive API-Anbindung und Fehlerbehandlung.

Oh no, I've missed another anniversary of sphinxcontrib-websupport 2.0.0 being released broken. Well, the author merged a fix to the git repository since, but never made another release. Let's not forget it's an official #Sphinx package and a required dependency of Sphinx itself.
#Python

@… now you might be asking: Hynek, did you implement Erlang’s OTP for Python?
to which I say: absolutely maybe

So now that #awscli 1.x is pretty much dead, I've finally gotten around to packaging 2.x properly for #Gentoo. You know, the one where other developers claimed it was impossible to build from source because (checks notes) upstream said so. So we instead must use their horrible 70M binary package that bundles its own Python interpreter along with all the random libraries and dependencies.
And guess what? Sure, they don't publish it to PyPI anymore, but it still is a regular #Python package branched out from 1.x. It has regular Python package dependencies, a regular Python build backend and when you build it with it, you get a regular Python wheel that can be installed and just works with the system Python and system dependencies.
Sure, it's crap, but it's no worse than the 1.x crap. It bundles a modified fork of the unreleased 2.x branch of botocore (now dead for 5 years, apparently) and a fork of s3transfer. It has some random meaningless dependency pins that we patch out. It has a horrible test suite that can eat tons of memory if run via xdist, but with some hackery, I've gotten it to work reasonably.
Honestly, I feel like Gentoo developers these days just don't care to even try.

Zero days since the #Python feedparser library switched to yet another #SGMLlib fork.
Yes, #Gentoo has only packaged the previous SGMLlib fork because of them.