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…

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:…

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

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…

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

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...

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.

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

🐍 Python 3.11 , MIT licensed, installs via uv or pipx. Runs natively on Windows with optional DPAPI master-key wrapping
#credentials

I do not appreciate finding out via active breakage that Broadcom has decided to screw all #FreeBSD users of the #Salt configuration management tools. Not that I’m shocked, but I wish it didn’t happen because of a ‘pkg upgrade’ run installing the python 3.12 version and all of its py312-* dependencies and then…

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.

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 …

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

funniest thing in #LLM news. One man's month-long research to uncover the secrets of the Frontier Labs is another man's "hey I wrote this python deep_think script":
https://xcancel.com/_can1357/stat…

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...

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…

PEP 832 – Virtual environment discovery
#python

Stabilizer complexity and the Python's lunch
Abhirup Bhattacharya, Jatin Narde, Onkar Parrikar, Suprakash Paul
https://arxiv.org/abs/2608.12472 https://arxiv.org/pdf/2608.12472 https://arxiv.org/html/2608.12472
arXiv:2608.12472v1 Announce Type: new
Abstract: In this note, we study the stabilizer complexity of the reduced density matrix corresponding to one side of a partially entangled thermal (PET) state with fixed energy boundary conditions in a holographic CFT. In particular, we study Wigner negativity, an operationally meaningful magic monotone which can be interpreted as the complexity of classically simulating any quantum circuit preparation of the reduced state on the subregion. Using assumptions on the pseudorandomness of the CFT spectrum and the heavy operator insertion, we observe that the Wigner negativity of the PET state relative to the microcanonical density matrix at the given energy is given by $\exp\left[\frac{1}{8G_N}(A_{\text{out}} - A_{\text{min}})\right]$, where $A_{\text{out}}$ is the area of the outer extremal surface, while $A_{\text{min}}$ is the area of the minimal extremal surface. Thus, the stabilizer complexity of the reduced density matrix on the boundary subregion is $O(1)$ in the absence of a python's lunch, but gets exponentially enhanced in the presence of a python's lunch in the bulk geometry.
toXiv_bot_toot

Semaphore jokes make me chuckle.
https://xkcd.com/3295/
There's a related Monty Python skit. Let me see if I can find it...

#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!

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

sure love living in the future https://mail.python.org/archives/list/python-announce-list@python.org/thread/LSBIEVOFVSBM3NDD5KV57QGKUUJK5XJO/

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

➡️ 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.

"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.

Remember `build-details.json` (PEP 739)? The file added to #CPython to support cross-compiling extensions?
Well, turns out it gets generated incorrectly when cross-compiling CPython itself 🤦. Let's see if I can fix that…
#Python

#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 …

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...

Good news everyone! 🎉
The new version 3.0 of graph-tool is just out with major improvements! See below.
https://graph-tool.skewed.de
graph-tool is a comprehensive and efficient Python library to work with networks, including structural, dynamical, and statistical algorithms, as well as visualiza…

Commodore Amiga: "We're not dead yet! We feel happy!" - Monty Python and the Holy Grail
Yes, but will it have a MySpace client app? 😉
#Amiga

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

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.

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

Working on tempolocus, a tool that analyses time-series activity patterns to infer a user’s likely location.
In @…, we work with a large volume of social-network time series. Estimating users’ locations from these patterns is often a manual task.
I prototyped a Python module that combines potential locations with yearly activity …

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

Who thought it was a good idea to put spinners in a shell script?
`pip install` has been running for a few minutes now at 100% CPU and all progress I see is an effing spinner on the last line.
Had to look at process list to see it's not stuck.
#python #pip

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.

Kinder lernen Programmieren heute oft mit Python, versäumen aber als Erwachsene das Upgrade auf eine richtige Programmiersprache.
Das ist, als würde ich mit Duplo spielen.
(Abweichende Meinungen möglich, aber sinnlos.)

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.

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).

🛡️ It also scans heredocs & inline scripts (python -c, bash -c, node -e) via AST-based analysis to catch destructive operations the outer command hides
🚀 Whitelist-first with a modular pack system; works on Linux, macOS & Windows (WSL) and auto-configures hooks for Claude Code, Codex, Gemini, Copilot & Cursor
https://

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.

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!

#Steady #Klimacrew
Vom Puristen zum #IDE-Nutzer
Ganz langsam. 😁 Wie verändert sich der Workflow, wenn man statt eines simplen Editors mit einer IDE arbeitet? Als Hobby-Entwickler hat mir Notepa…

Visual Studio Code einrichten: Vom Puristen zum IDE-Nutzer
Visual Studio Code einrichten für Python und Git inklusive Codex-Integration. Ein Erfahrungsbericht mit praktischen Anleitungen.

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…

Yes, I abuse f-strings in python because "print(f'" will always make more sense to my C-poisoned brain than "print('".

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

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

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

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

In other news, the #Python semver package has now #RustLang speedups. I'm sure they will come in handy in its reverse dependencies, which are (checks notes) net-analyzer/pontos. I'm sure that package needs to efficiently handle millions of semantic versions a second.
#Gentoo

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

DefoEye: Python-Based Software for Facilitating Time-Series InSAR Analysis of Sentinel-1 Remote-Sensing Data
Alireza Taheri Dehkordi, Hossein Hashemi, Amir Naghibi
https://arxiv.org/abs/2608.04915 https://arxiv.org/pdf/2608.04915 https://arxiv.org/html/2608.04915
arXiv:2608.04915v1 Announce Type: new
Abstract: Many existing time-series Interferometric Synthetic Aperture Radar (TS-InSAR) software tools have limitations, including restricted geographic applicability, commercial licensing, and incomplete end-to-end processing support. Although GMTSAR avoids some of these constraints, it still requires substantial manual intervention and C-shell commands, lacks a user-friendly graphical interface, and omits important steps such as interferogram network pruning and anchoring of unwrapped interferograms. This paper introduces DefoEye (v1), an open-source Python-based software package that wraps GMTSAR and provides a unified, user-friendly TS-InSAR workflow for Sentinel-1 data. DefoEye supports parallel job execution, interferogram network pruning, and multiple anchoring options. Its performance was evaluated from 2020 to 2024 in four regions with different geological settings, deformation mechanisms, and atmospheric and climatic conditions. In Bologna, Italy; Gotland, Sweden; and Houston, USA, DefoEye results were compared with observations from 10 GNSS stations and showed strong agreement, with RMSE values of 4.3-11.9 mm and Pearson correlation coefficients of 0.63-0.95. In Karaj, Iran, where GNSS observations were unavailable, DefoEye was compared with other widely used processing tools and achieved similarly close agreement, with an RMSE of 4.8 mm/yr and a Pearson correlation coefficient of 0.98. These results demonstrate that DefoEye provides reliable TS-InSAR products for geological, hydrological, and environmental applications.
toXiv_bot_toot

➡️ fstring.help: Python f-string Guide
#bookmarks

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.

Commodore Amiga: "We're not dead yet! We feel happy!" - Monty Python and the Holy Grail
Yes, but will it have a MySpace client app? 😉
#Amiga

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…

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

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://…

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

🔧 Three pieces mirror the Python RLM design: a system prompt, a $CONTEXT file plus bash as the REPL, and the native rlm_query sub-call. Depth 0 and 1 get full tools; the leaf at max depth runs bash only. jj workspaces isolate child edits when available.
🛡️ Five guardrails guarantee termination: dollar budget, wall-clock timeout, call limit, depth limit and PATH scrubbing. Deeper agents are told to be more conservative, preferring direct action over spawning more children.

Alongside CUDA 13.3, Nvidia is releasing CUDA Python 1.0 as a direct CUDA interface for Python: https://developer.nvidia.com/blog/cuda-python-1-0-stable-apis-one-foundation-full-platform-access/
This is likely to obsolete libraries…

CUDA Python 1.0: Stable APIs, One Foundation, Full Platform Access
For years, a Python developer who needed a GPU had two realistic choices: Learn NVIDIA CUDA C++ well enough to write an extension, set up a build toolchain…

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...

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

#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.

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…

➡️ 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_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…

just as I was idly catastrophizing over my own community status 🥹
https://www.reddit.com/r/Python/s/3kJ9I0hSQ6

And the next big blocker for #Python 3.15 in #Gentoo is time-machine. Which is obviously broken. There's a patch but it's #slop and complex, and it's sitting for 3 months already with no reply. Because obviously patching CPython internals is so much a better idea than freezegun ever were. All these time-based tests need all the ricing you can get; portability doesn't matter.
https://github.com/adamchainz/time-machine/pull/618

#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.

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 …

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 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…

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’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

🧩 Rich plugin ecosystem: hundreds of plugins run tasks anywhere — local, SSH, #Docker, #Kubernetes or serverless task runners — and code in any language including #Python, Node.js, R, Go and S…

#Steady #Klimacrew
Was tun, wenn falsche Einträge im #Marktstammdatenregister die Auswertung ruinieren?
Das Register ist berüchtigt für Fehleinträge durch Anlagenbetreiber. …

Fehler im Marktstammdatenregister: Fehlerkorrektur zur Laufzeit
Zwei fehlerhafte Einträge im Marktstammdatenregister verzerren die Windenergie-Analyse – eine einfache Python-Lösung schafft Abhilfe.

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

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.

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 Hypothesis package now requires #RustLang. This is a scale of reverse dependencies I can't handle. I guess this means it's the end of WD40 profiles on #Gentoo, and therefore the end of support for Alpha, ARM<v6, HPPA, M68k, i486 and some other random subsets of architectures and profiles. Thanks for all the fish, etc.
https://github.com/HypothesisWorks/hypothesis/issues/4740

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…

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

#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…

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

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

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…

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.

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: 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.

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

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…

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...

Now time for something that's not related to Gentoo at all.
After almost two years of work in the #WheelNext Initiative, not to mention all the prior effort, first part of the #Python Wheel Variants proposal has been provisionally accepted as #PEP825. Thanks to everyone involved for your support!
https://discuss.python.org/t/pep-825-wheel-variants-package-format-split-from-pep-817/106196/232
https://peps.python.org/pep-0825/

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.