Topics covered in this episode:

rumdl - A Markdown Linter written in Rust
* Coverage 7.10.0: patch*
* aioboto3*
* You might not need a Python class*
Extras
Joke

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About the show

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Michael #1: rumdl - A Markdown Linter written in Rust

via Owen Lamont
Supports toml file config settings
Install via uv tool install rumdl.
⚡️ Built for speed with Rust - significantly faster than alternatives
🔍 54 lint rules covering common Markdown issues
🛠️ Automatic fixing with -fix for most rules
📦 Zero dependencies - single binary with no runtime requirements
🔧 Highly configurable with TOML-based config files
🌐 Multiple installation options - Rust, Python, standalone binaries
🐍 Installable via pip for Python users
📏 Modern CLI with detailed error reporting
🔄 CI/CD friendly with non-zero exit code on errors

Brian #2: Coverage 7.10.0: patch

Ned Batchelder
Actually up to 7.10.2 as of today
patch allows coverage to run better when a covered project uses
- subprocesses
- os._exit()
- execv family of functions
Looking at subprocess
- “Coverage works great when you start your program with coverage measurement, but has long had the problem of how to also measure the coverage of sub-processes that your program created. The existing solution had been a complicated two-step process of creating obscure .pth files and setting environment variables. Whole projects appeared on PyPI to handle this for you.”
From release notes

for 7.10.0
- A new configuration option: “[run] patch” specifies named patches to work around some limitations in coverage measurement. These patches are available:

Michael #3: aioboto3

via Pat Decker
Wrapper to use boto3 resources with the aiobotocore async backend
aiobotocore allows you to use near enough all of the boto3 client commands in an async manner just by prefixing the command with await.
With aioboto3 you can now use the higher level APIs provided by boto3 in an asynchronous manner.

Brian #4: You might not need a Python class

Adam Grant
This is an important periodic reminder to everyone coming into Python from other languages.
- Many other languages lean on classes a lot more than we need to in Python
Adams suggestions
- Simple Data Containers: Use Named Tuples or Data Classes
- Stateless Utility Functions: Just Use Functions
- Grouping Constants: Use Modules
- Managing State with Simple Structures: Use Dictionaries or Lists
- Simple One-off Operations: Use Lambdas or Comprehensions
  - I’ll add “just use functions”
- Avoiding Complexity: Built-in Libraries
- When You Actually Need a Class
  - I’ll add
    - You probably don’t
    - If you think you do, ask a friend. Friends don’t let friends create extraneous classes in Python.
    - If you think your case is an exception, it probably isn’t
    - If you think dataclasses aren’t right for you, check out attrs

Extras

Brian:

PyPI Incident Report: Phishing Attack -Sent in by listener John Hagen
Both of Adam Johnson’s recent-ish interviews are now up on Test & Code
- 236: Git Tips for Testing - Adam Johnson
- 235: pytest-django - Adam Johnson

Michael:

Dive into uv webcast with me and Will Vincent

Joke: Default text editor

E418: Irith Bloom - "Getting Geeky On Behavior Change"