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…
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.
I have a #Python favor to ask. Could someone look at Python 3.15 test failures in itsdangerous? It's blocking quite a large part of package dependency graph in #Gentoo, and the failure looks, errr, dangerous.
https://github.com/pallets/itsdangerous/issues/420
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 #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 …
The conclusion from a big #Python 3.15 #Gentoo porting run today: the most common kind of #NIH Python package is one providing colorful output on the terminal…
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
Nature publishes a peer-reviewed paper alleging that Microsoft's 2025 quantum breakthrough claims were based on "basic Python errors" and data cherry-picking (Thomas Claburn/The Register)
https://www.theregiste…
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://…
➡️ fstring.help: Python f-string Guide
#bookmarks
ESPHome > reading other people's brainwormed C and turning it into Python to run on the Pi3 I have in the shed and then wondering why the fuck it broke after a sysupgrade
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).
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
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…
@… @… @…
An ideal is that it should not happen.
The reality might be Python-related in…
EVE Online startet die Migrierung von Python 2 auf 3. Das kommt mir etwas verfrüht vor, ist das schon stable?
#eveonline #python
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»
📧
On my way to Cologne for the next workshop on test-driven development with Python.
#TDD #Python #Testing
A cool recent #Python change is PEP 783 <#pyodide
I got some Python code working yesterday after being convinced I could not figure it out… but figured it out!
Realized I needed extra code today, thought it would be a pain but figured it out in no time.
Maybe I can write Python okay…
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
Discovered a segfault in #FastAPI very strange, does only happen on MacOS with Python 3.14.0 ALPHA
The reason was that I was unaware that I ran an alpha version of Python 3.14.
FastAPI segfaults with Python 3.14.0 on MacOS · fastapi/fastapi · Discussion #15819
heise | Grundlagen in Python: Dictionarys meistern und Daten effizient organisieren
Mit Schlüssel-Wert-Paaren lassen sich Daten clever strukturieren. Wir zeigen, wie Sie Python-Dictionarys effizient erstellen und steuern.
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:
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
It's 2026 and :python: #Python's standard library *still* does not have a flatten function? 🤨
(Yes, more-itertools, that's not the point)
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,
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
📊 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://
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)"
Bookmarked: Phillip B. Ströbel: Von der Pythia zu Python. Einführung in die Programmierung für die Geschichtsforschung #Jupyter
I fully understand the saying "if it works, don't touch it"... but **this** is something else entirely 
#Python #LegacySystem
RE: https://seattle.pink/@mxchara/116750125454729237
The fact that (so far) Python is in the lead makes me sad.
Python is unfit for system administration. You’ll only convince me otherwise when every fucking Python program doesn’t need its own bespoke …
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
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…
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
funny, codex is writing perl scripts where claude probably would be writing python scripts to solve bulk find/edit issues
Warum gibt es kein Python-only LLM?
Oder gibt es eins?
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
Taking Measure spoke to Guido van Rossum to find out more about #Python, what he gets up to in his spare time, and his brief spell at #nist
RE: https://mastodon.social/@lemonde/116961723731827043
That reminds me of Monty Python's suicide squad. "That showed them, ha?"
I received a spam mail from python.org - with a valid DKIM signature. Should I report this somewhere? ... @…
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:
🧮 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'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.
#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_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…
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
for no particular reason whatsoever, I've updated my guide on how to measure #Python coverage across GitHub Action containers without an external service (*cough* Codecov *cough*)
https://hynek.me/articles/ditch-codeco
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…
#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…
🔒 Semantic versioning promised: breaking changes only in major releases, deprecations follow predictable rules; docs and learning materials on #GitHub
🌐 https://www.
I’m still completely blown away by yesterday’s BBQ for all the Berlin Python user groups – I met so many new people and had some great conversations. Many thanks also to our host, @…, for their ongoing support.: https:…
I received a spam mail from python.org - with a valid DKIM signature. Should I report this somewhere? ... @…
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
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…
📉 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]
Zero days since #pip added a random new functionality that depends on pip being entirely standalone and breaks when you unbundle the dependencies. And I'm unable to figure out why a bunch of tests are still failing.
EDIT: I'd appreciate some help with that. My WIP is at #Gentoo #Python
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
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_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 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
Happy/nervous to announce argon2-cffi-bindings, the low-level C binding wheels used by argon2-cffi the best package for hashing passwords in #Python.
It's a big release with wheels for new platforms, but the biggest item is the liberation from setuptools with great help by Nathan Goldbaum & @…
i'm so fucking sick of it
i've got ONE extremely simple and extremely explicit contribution rule/brown m&m test: do not delete the PR checklist
since i'm busy getting structlog out, I’ve let the attrs bug tracker a bit off the leash
go & count for yourself how many PRs opened in the past month followed that instruction.
(and of course, this is not about bureaucracy; they violate many of the important items on that list)
🔧 The backend is #Python-based on top of #pipecat, the UI is #TypeScript. The architecture is modular so components can be swapped, and
#Steady #Klimacrew
Wie lassen sich #Wechselrichterdaten vom APsystems EZ1 lokal speichern?
Für statistische Auswertungen müssen alle Daten kontinuierlich gespeichert werden. Wie…
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.
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…
🎯 #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
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…
Final preparations for tomorrow’s BBQ for all Python user groups in Berlin @…: https://www.meetup.com/python-users-berlin-pub/events/314905083
Does anyone happen to know if #PSF is processing contributing membership applications? Mine is stuck with no reply for almost 2 months now, and I'm wondering if it's just normal delay or something went wrong.
#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!
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…
0 days since provenance checks protected us from [checks notes] another project starting to upload distributions via #uv.
#Python #security
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
#TIL that the Python Pillow library uses the PING command as a #Windows equivalent of sleep.
#cmd
@hynek@mastodon.social
![Screenshot of "Python Crossword" from https://crossword.pyjail.club filled in with solutions (redacted):
"Made by @lydxn ❤️
Inspired by Lyra Rebane's JS Crossword ✨
How to Play
Every clue in the crossword is a Python expression that evaluates to its answer.
Each expression runs in a browser-sandboxed, 64-bit WASM build of Python 3.14.4.
All input characters must match the regex /[!-~]/.
All squares in the crossword must be filled, leaving no empty spaces.
Please do not pu…](https://assets.chaos.social/media_attachments/files/116/989/047/098/037/465/original/fdbbfd75323424c5.png)
