Tootfinder

PEP 832 – Virtual environment discovery
#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…

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://…

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

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

Analysis: the share of entry-level hiring in India's tech sector fell to ~15% in 2025 from 28% in 2024 as companies shifted focus to AI and automation roles (Tanya Pandey/The Economic Times)
https://economictimes.i…

India’s tech sector grows with fewer freshers as AI reshapes hiring
The share of entry-level hiring in the sector has fallen to around 15% in 2025 from 28% in 2024 as companies focus more on AI, cloud, cybersecurity and automation-focused roles. Emerging technology roles account for nearly 52% of hiring demand and are expected to touch 60% by the end of 2026, signalling a broader shift away from campus-led pyramid hiring model, experts said.

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

Is it only me, or has the hashtag #Python converted in to a LinkedIn-like wave of marketing bullshit? I really like Python, and use it a lot, but this is becoming unbearable.

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…

Boffin claims Microsoft's supposed quantum leap does not compute due to 'basic Python errors'
Nature paper argues researchers cherry-picked data. Redmond insists its work is sound

➡️ Beautiful Soup - Python Screen-Scraping
#bookmarks

#Python 3.15 #Lazy #Imports: Faster Startup Times and the Design Behind PEP 810

I've been sad about the upcoming removal of #PyPy from #Gentoo, but given how many regressions I've been seeing recently in a variety of #Python packages, I'm eagerly waiting for the day when I'll remove the support and be able to stop having to deal with the test failures somehow. Not that at this point any other way of dealing besides skipping them makes any sense.

#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.

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.

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.

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.

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

I’m organising the next @… meet-up, featuring a talk by Sam Bail on PySpark: https://www.meetup.com/python-users-berlin-pub/events/315354198…

Python Users Berlin (PUB): PySpark, Thu, Jul 2, 2026, 7:00 PM | Meetup
📆 Agenda * 19:00 Welcome to the PUB (Python Users Berlin) – setting up * 19:15 Main talk * 20:00 Lightning talks * 20:30 Social gathering 🎙 Main talk by [Sam Bail](http

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

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

Realization that 90% of the time I'm searching "the internet" I'm actually looking for results from the same 10 websites. All of which have their own search. Like wikipedia. Or docs.python.org. And I already know which one I want to search.
Most of what I want from a unified search head can be delivered by parsing out some prefix (wp, pydoc) and redirecting the rest onward. No mouse. No UI.
Thinking a browser is unnecessary until a result url is selected - I just want https://qsapp.com.

funny, codex is writing perl scripts where claude probably would be writing python scripts to solve bulk find/edit issues

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 was on the #teachingpython podcast! I got to talk with Kelly and Julian about Python, #CircuitPython, UF2 bootloader troubles, and #embedded systems in general. It was a lot of fun.

I was on the #teachingpython podcast! I got to talk with Kelly and Julian about Python, #CircuitPython, UF2 bootloader troubles, and #embedded systems in general. It was a lot of fun.

JAX-SCM v1.0: a modern atmospheric single-column model for boundary layer research
Maximilian Pierzyna
https://arxiv.org/abs/2605.24544 https://arxiv.org/pdf/2605.24544 https://arxiv.org/html/2605.24544
arXiv:2605.24544v1 Announce Type: new
Abstract: We present JAX-SCM v1.0, an open-source atmospheric single-column model for boundary layer research, implemented in Python using the JAX computing library. The model solves for horizontal wind, potential temperature, and specific humidity, combined with prognostic turbulent kinetic energy and turbulent statistics parameterized by the Mellor-Yamada-Nakanishi-Niino level-2.5 (MYNN-2.5) turbulence closure. We verify the implementation against three well-established benchmark cases covering neutral (turbulent Ekman layer), stable (GABLS1), and convective (Wangara Day 33) conditions. Close agreement with reference solutions is demonstrated across all regimes. By building on JAX, the model benefits from just-in-time compilation and native GPU support. While JAX-SCM is not yet fully differentiable, basing it on JAX also lays the foundation for future integration with machine learning components. The model is designed for simplicity and modularity, lowering the barrier to entry for users and developers alike.
toXiv_bot_toot

#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.

Polars is a lightning fast DataFrame library/in-memory query engine with parallel execution and cache efficiency. And now you can use is with the tidyverse syntax: #rstats

More Efficient Tidyverse Code, Using Polars in the Background
Polars is a cross-language tool for manipulating very large data. However, one drawback is that the R implementation has a syntax that will look odd to many R users who are not used to Python syntax. The objective of tidypolars is to improve the ease-of-use of Polars in R by providing tidyverse syntax to polars.

Warum gibt es kein Python-only LLM?
Oder gibt es eins?

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

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...

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

One last example:
The first LLM code example that really made my eyes pop was early after the release of GPT, when somebody got it to combine Breakout with Conway’s Game of Life (a truly delightful idea). It worked!
Funny thing: the Breakout code and the Life code had a •completely• different style and flavor. Red flag. In about 15 minutes of web searching, I was able to find one of the projects (can’t remember if it was the Breakout or the Life half) which it had copied wholesale, with just a few variable renames. And the other half? It was in Python, but it used dictionaries where it really should have used objects — tons of `thing["prop"]` where it should have said `thing.prop`, and lots of other un-Pythonic stuff besides. It was a machine translate of code from another language, very likely Javascript.
The entire thing was a plagiarized Breakout and a plagiarized Game of Life, one transpiled, and all stuck together in a single run loop. To be fair, figuring out how to (1) run both halves of the logic from a single loop and (2) count the Life cells as Breakout bricks is work I'd cheer on from a second-semester intro CS student! It's not, however, quite what's being sold by these companies.
6/

from my link log —
Inside SPy: language semantics for a statically-typed compiled variant of Python.
https://antocuni.eu/2026/03/25/inside-spy-part-2-language-semantics/
saved 2026-05-23

Inside SPy, part 2: Language semantics
Language semantics: phases of execution, redshifting, static typing, and metaprogramming in SPy

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…

Läufer knipste Python - Würgeschlange mitten in der Steiermark gesichtet #News #Nachrichten

Bookmarked: Phillip B. Ströbel: Von der Pythia zu Python. Einführung in die Programmierung für die Geschichtsforschung #Jupyter

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 …

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

The Programming Language Named for Monty Python Evolved at NIST
The creator of the popular programming language Python worked at NIST while developing it.

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

Monty Python and the Horny Grail
#MusicalInstrumentsMoviesOrPlays
#HashTagGames

Wer heute auf der #bibliocon26 noch etwas Hands-On-Erfahrung mit Python und SRU- und SPARQL-Schnittstellen im Bibliotheks- bzw. #GLAM -Sektor sammeln möchte, den könnte folgendes Hands-on Lab (Raum 14, 16:30-18:30) interessieren:

This pair of articles summarises things neatly and concisely.
Part one mentioned Monty Python.
Nobody expects the Spanish Inquisition.
As expected, part two from the Linux Professional Institute praises BSD:
"… There are administrators who praise its stability and performance, and who wouldn’t exchange it for Linux for all the penguins in Patagonia. …"
Thanks @…

The Java Geek Weekly special "pneumonia during a heatwave" 🥵🤒 edition is out.
Get it before it's too late!
https://blog.frankel.ch/java-geek-weekly/142/

Meanwhile, on the Python/Django side of life… Over the past few evenings I’ve made numerous updates and bug fixes to my reusable, pluggable, multi-user/multi-group task assignment system for Django. Live on the demo site and installable now. Hope it’s useful!
https://django-todo.org/

#Steady #Klimacrew
„Wie sieht denn Deine #Bubble bei #Mastodon aus?“
Diese Frage wurde mir …

Wie tickt meine Mastodon-Bubble? Eine API- und LLM-gestützte Analyse
Mastodon-Follower analysieren mit der API: So erstellst du per Python und LLM eine Wortwolke deiner Bubble.

Anything great morning.
So now #Typer, the NIH #Python CLI library, decided to start bundling #Click. Why? Of course there's a lot of marketing bullshit behind it. Which ofc means they just don't want to be bothered about following the API, and take the easy way out.
Honestly, there is not a single week when I learn to hate Python even more. Slop-driven development.
EDIT: and ofc they immediately broke compatibility with vanilla click.
#Gentoo

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…

Noch ein paar der zuletzt hier besonders häufig geteilten #News:
„Copy Fail“: Linux-root in allen großen Distributionen mit 732 Byte Python

„Copy Fail“: Linux-root in allen großen Distributionen mit 732 Byte Python
Die Entdecker haben die root-Lücke im Linux-Kernel „Copy Fail“ getauft. Alle größeren Distributionen seit 2017 sind betroffen.

»Hey, KI! Bestimmt erinnerst du dich noch an die 150.000 Zeilen Code, die du mir vor so sieben, acht Monaten mal in Python vibecoded hast? Der müsste jetzt bitte auf das neue API angepasst werden. Und wenn du eh schon dabei bist: portiere das doch alles auch gleich noch von Python nach Rust.« 🤡 #justthinkin

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.

I updated my orange pi zero to #openbsd 7.9 really easily with the sysupgrade command. Easier than debian and alpine and the other operating systems.
I am running a #tor site on it that displays the system information from a python script I made.
You can view it here:

wtf does everytime a new v of #python is rolled out in linux distros, all virtual envs break, and i do have to rebuild them manually. we're now 13 minor versions since py v2.7 and everything became worse since then. i have a stable app, and if python would not fuck up this i would not have to touch it in a decade, but because of this, i feel like i'm in the java ecosystem where work is gener…

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

How to Ditch Codecov for Python Projects
Codecov’s unreliability breaking CI on my open source projects has been a constant source of frustration for me for years. I have found a way to enforce coverage over a whole GitHub Actions build matrix that doesn’t rely on third-party services.

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

#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.

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…

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.

If #Python package releases continue at this rate, I'm going to have to start getting up earlier.
Or just stop doing all of them in the morning.
#Gentoo

Einige der zuletzt hier besonders häufig geteilten #News:
„Copy Fail“: Linux-root in allen großen Distributionen mit 732 Byte Python

„Copy Fail“: Linux-root in allen großen Distributionen mit 732 Byte Python
Die Entdecker haben die root-Lücke im Linux-Kernel „Copy Fail“ getauft. Alle größeren Distributionen seit 2017 sind betroffen.

➡️ PyPI · The Python Package Index
#bookmarks

📆 On 13 August, all #Berlin #Python user groups – @…, @…

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

> #Python Stable ABI
> makes extensions unstable (they start segfaulting)
https://github.com/pikepdf/pikepdf/issues/723#issuecomment-4507472913

#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.

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...

from my link log —
Someone’s been messing with Python’s floating point subnormals!
https://moyix.blogspot.com/2022/09/someones-been-messing-with-my-subnormals.html
saved 2022-09-06

Someone’s Been Messing With My Subnormals!
TL;DR: After noticing an annoying warning, I went on an absurd yak shave, and discovered that because of a tiny handful of Python packages b...

#Steady #Klimacrew
#Datenanalyse von #Stromspeicher​n: Wieso wirken manche

Batteriespeicher: Fehlersuche mit Vibe Coding in Python
Warum deine Flächendiagramme blass aussehen – und wie du mit einem simplen Python-Parameter satte Farben bekommst.

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

Vulnerability and malware checks in #uv
#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 f-string Tips & Cheat Sheets
#bookmarks

Python f-string tips & cheat sheets
Python's string formatting syntax is both powerful and complex. Let's break it down and then look at some cheat sheets.

On my way to a flying visit to Berlin. Tomorrow, the Python Users Berlin (@…) are meeting for a talk by Sam Bail on PySpark: https://www.meetup.com/python-users-berlin

Python Users Berlin (PUB): An introduction to PySpark, Thu, Jul 2, 2026, 7:00 PM | Meetup
📆 Agenda * 19:00 Welcome to the PUB (Python Users Berlin) – setting up * 19:15 Main talk * 20:00 Lightning talks * 20:30 Social gathering 🎙 Main talk by [Sam Bail](http

#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.

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)

Pull requests · python-attrs/attrs
Python Classes Without Boilerplate. Contribute to python-attrs/attrs development by creating an account on GitHub.

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

#TGIQF: „Das Leben des Brian“ — Das Quiz rund zu Monty Pythons Filmklassiker
Die Komödie "Das Leben des Brian" sorgte 1979 für reichlich Gelächter und kirchliche Pikiertheit. Wir würdigen den Monty-Python-Klassiker mit einem Quiz.

#TGIQF: Das Quiz rund um „Das Leben des Brian“
Die Komödie "Das Leben des Brian" sorgte 1979 für reichlich Gelächter und kirchliche Pikiertheit. Wir würdigen den Monty-Python-Klassiker mit einem Quiz.

If uv is not available in a Python environment, you can still specify the versions using pylock.toml. We have described how to do this here: https://python-basics-tutorial.readthedocs.io/en/latest/libs/install.html#of-packages

Adding more Python libraries
Although Python’ „Batteries included“ philosophy means that you can already do a lot with the default installation of Python, there will inevitably come a situation where you need functionality tha...

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.

In the meantime, #GitPython, the package that used to be dead (because the author is busily working on their next great thing) is now slopping out 4 "security" releases a week, as their #slop machine is busily fixing unintended variable expansion in every single URL they call. Unfortunately, they probably don't have enough tokens to fix them all at once, so instead all downstreams have to deal with the churn of endless security releases. Or the brain to figure out that maybe they could just disable variable expansion by default and solve them all at once.
It's truly a great time to be a #Python packager.
#NoAI #NoLLM

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’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...

Always appreciate #Python package developers being responsible about API stability, and… [checks notes]… raising the major version number over a "minor API tweak", then delaying the release until a security fix demanded one.
#packaging

#Steady #Klimacrew
#Datenanalyse von #Stromspeicher​n: Falsche Diagrammwerte können au…

Stromspeicher: Dublettencheck in den Analysedaten
Dubletten in Stromspeicher-Daten? So wurden sie mit gezieltem Python-Filtering in der Datenanalyse erkannt und behandelt.

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 —
A simple Daikon-style runtime invariant miner for Python.
https://rahul.gopinath.org/post/2026/05/09/simple-invariant-miner/
saved 2026-05-15

Are you really expected to run five type-checkers now?
#python

anyone out there who could look at how I'm trying to build pyemscripten wheels for argon2-cffi? at 71 million downloads per month I suspect there might be some demand for wasm wheels, but I've never used any of this so I'm just reading blog posts and guessing
https://github.com/hynek/argon2-cffi-b

Build pyemscripten wheels by hynek · Pull Request #129 · hynek/argon2-cffi-bindings
Low-level Python CFFI Bindings for Argon2. Contribute to hynek/argon2-cffi-bindings development by creating an account on GitHub.

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…

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

httpx2 has proper API docs and intersphinx 🥲
now they just need to start using it themselves in their narrative docs 😅
https://github.com/hynek/stamina/commit/63663956d99aea06b8350293c0a7b12353793d12

docs: httpx2 has intersphinx 🥲 · hynek/stamina@6366395
Production-grade retries for Python. Contribute to hynek/stamina development by creating an account on GitHub.

0 days since provenance checks protected us from [checks notes] another project starting to upload distributions via #uv.
#Python #security

#Steady #Klimacrew
Wie lassen sich #Wechselrichterdaten vom APsystems EZ1 lokal speichern?
Für statistische Auswertungen müssen alle Daten kontinuierlich gespeichert werden. Wie…

EZ1-SPE Daten lokal speichern: Python-Skript auf Raspberry Pi (7/10)
Du willst Deine Wechselrichter-Daten lokal speichern und auswerten? So geht’s mit Raspberry Pi, Python und der EZ1-API!

Yes, please reinvent more wheels by rewriting #Python logic in #RustLang. What could possibly go wrong?!
https://github.com/awolverp/cachebox/issues/51

Pablo Python nailed the Tim Apple impression #PyConUS

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

#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.

One of my strong suites in all the packaging work is the knowledge in my head.
"Why don't you write it down for others to benefit from, then?", you'd ask.
The thing is, this knowledge is basically "hot cache". I'm bumping hundreds of #Python packages in #Gentoo, so I remember stuff. And because of that, I can quickly notice some things or answer some questions.
If that were written down, the effort needed to find it would diminish all the gain. I mean, technically *it is* already written down, and the whole point is that I have it "cached".

#TIL that the Python Pillow library uses the PING command as a #Windows equivalent of sleep.
#cmd

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…

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