Programming languages

Rust

etc!

• Lib.rs — home for Rust crates // Lib.rs
• The Scoped Task trilemma
• The Pin type
• Revisiting a 'smaller Rust'
• Speed of Rust vs C
• flamegraph-rs/flamegraph: Easy flamegraphs for Rust projects and everything else, without Perl or pipes <3
• rayon-rs/rayon: Rayon: A data parallelism library for Rust
• Error Handling in a Correctness-Critical Rust Project | sled-rs.github.io
• Writing an OS in Rust
• C stdlib isn’t threadsafe and even safe Rust didn’t save us | EdgeDB Blog

Blogs

[email protected]

Mara’s blog

Aria Beingessner’s blog

• The Rustonomicon

Inanna Malick - recursion.wtf/

nkmk.me (Japanese)

Learning resources

Yet Another Rust Resource

Learn Rust by implementing linked lists

Memory management

Rust: Memory Management

Traits

Peeking inside Trait Objects | Huon on the internet

Derive

Understanding #[derive(Clone)] in Rust - Stegosaurus Dormant

Playgrounds

Rust Playground

Linear algebra - for CV, ML, etc

Rust for computer vision, linear algebra, and tensors : r/rust

Async

Async from scratch 1: What's in a Future, anyway? | natkr's ramblings

🥰 How using async Rust ought to feel - wg-async

compare: Async: What is blocking? – Alice Ryhl vs runtime: tight loops should be preemptible · Issue #10958 · golang/go to get a sense of how Rust async and Go async differ

Making Async Rust Reliable - Tyler Mandry

• RustFest Barcelona - Tyler Mandry: Life of an async fn - YouTube

Why async Rust?

For web

Are we web yet? Yes, and it's freaking fast!

• WebAssembly » AWWY?
• Web Frameworks » AWWY?
• examples:
  • yewstack/yew: Rust / Wasm framework for creating reliable and efficient web applications
  • seed-rs/seed: A Rust framework for creating web apps

Rust needs a web framework for lazy developers | nicole@web

Rust + WASM

Introduction - Rust and WebAssembly

Go

• Francesc Campoy Flores
• rakyll.org
• Go by Example
• Staticcheck
• Go structs are copied on assignment (and other things about Go I'd missed)
• Common Go Mistakes - 100 Go Mistakes and How to Avoid Them
• Some Go web dev notes
• Learning Go in 2024; From Beginner to Senior
• Checking linearizability in Go | notes.eatonphil.com

Concurrency

Go Concurrency Patterns

Google I/O 2012 - Go Concurrency Patterns - YouTube

Playgrounds

The Go Play Space

Better Go Playground

Machine learning

Building LLM-powered applications in Go - The Go Programming Language

Build tool

How to use conditional compilation with the go build tool | Dave Cheney

Python

• Andrew Montalenti’s blog: Python posts
• MIT6.100L Intro to CS and Programming Using Python
• FastHTML - Modern web applications in pure Python
  • Concurrency Foundations For FastHTML – Hamel’s Blog
• Making Python Less Random — Andrew Healey
  • unittest.mock — mock object library — Python 3.12.4 documentation
• How variables work in Python
• Resource management and generators in Python: samgeo.codes
• nkmk.me (English/Japanese for Python content)
• The hidden performance overhead of Python C extensions
• why Python for ML: Why is Python so used in the machine learning?
• styleguide | Style guides for Google-originated open-source projects
• Measuring the memory usage of a Pandas DataFrame
• Python: Calm Code

Efficient (faster) Python

How vectorization speeds up your Python code

Articles: Speed up your data science and scientific computing code

Clinging to memory: how Python function calls can increase memory use

Estimating and modeling memory requirements for data processing

When your data doesn’t fit in memory: the basic techniques

Processing large JSON files in Python without running out of memory

NumPy views: saving memory, leaking memory, and subtle bugs

The mmap() copy-on-write trick: reducing memory usage of array copies

Installing and managing versions, libraries, packages

• Why you should use `python -m pip`
  • Use "pip install" safely
• Installing libraries and packages - Advanced Research Computing
• Explaining why the Python installation process is such a mess
• Python Packaging, One Year Later: A Look Back at 2023 in Python Packaging | Chris Warrick
  • discussion in hn thread: Python Packaging, One Year Later: A Look Back at 2023 in Python Packaging | Hacker News
• Poetry vs. Docker caching: Fight!
• 🎗 Python built-in venv and pip3 for version and package management (the most basic method)->

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt # installs all packages in requirements.txt
pip install matplotlib
pip freeze > requirements.txt
deactivate

• live and learn! an example of juggling python packages in a prod environment: The Case of the Broken Lambda | ★❤✰ Vicki Boykis ★❤✰
• Python Standalone Builds — python-build-standalone documentation

Testing

• Pytest quick start/refresher: getting started with pytest (beginner - intermediate) anthony explains #518 - YouTube
  • resolve issue with pytest -s not displaying print statements in test output (useful for debugging, esp if you’re working with someone else’s tests)

Packaging your code

• Using a src directory for a Python package : r/learnpython
  • the above references: Packaging a python library | ionel's codelog

Overriding

• overriding - Python: multiplication override - Stack Overflow

• repr: python - How to print instances of a class using print()? - Stack Overflow

Python viz

A Grammar of Graphics for Python – plotnine 0.13.6

Python tooling

• Written in Rust: Astral: Next-gen Python tooling
  • uv: Python packaging in Rust
  • version management per project, works with PyTorch: Rye
    • Rye: A Hassle-Free Python Experience | Hacker News
• PyTrace - Time Travel Debugger for Python

Apps

Textual

Docker & Python

Speeding up Docker builds in CI with BuildKit

Don’t leak your Docker image’s build secrets

Shrinking your Python application’s Docker image: an overview

Zig

… aspirational, haven’t tried zig yet but want to

Comptime: Scott Redig

Why Zig When There is Already C++, D, and Rust? ⚡ Zig Programming Language

Others’ thoughts on programming languages

Programming Languages That Blew My Mind