How dare you ask me to give up some of my valuable time on your OSS project before you look at my issue that I'm not paying you to fix.
https://pytest-watcher.readthedocs.io/ aka https://github.com/olzhasar/pytest-watcher does exactly what I want; sit parked in its own terminal beside an ide and continually re-run tests whenever something changes.
S1 EP15 Lab 7 - Machine Learning in Python - What is IPython - or Interactive Python #datascience #jupyterlabs #learnpython #codingforbeginners #jupyternotebook #learntocode #algorithims #dataengineering #vscode #machinelearningtutorial #machinelearning #PythonForDataScience #python #pythoncoding #machinelearningbasics #softwaredeveloper #mlforbeginners #datascienceforbeginners #machinelearningmodels #statistics
#Authtuna is a new authentication framework for #FastAPI which include support for various system including passkeys, OIDC and others
https://authtuna.shashstorm.in/
A very welcome new tool for handling the conversion of various file formats for the purpose of content extraction. Written in Rust, available for #Python
# Kreuzberg
A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 50+ formats
https://github.com/kreuzberg-dev/kreuzberg
Feature Engineering: Event Data → Snapshot Features with merge_asof()
If you join events to the “latest” snapshot the wrong way, you leak future data.
This post shows how to build point-in-time features using merge_asof() (proper keys, sorting, tolerance, and clean tests) with Python examples.
#Python #Pandas #FeatureEngineering #DataScience #MachineLearning
@chartrdaily @pythonclcoding @theartificialintelligence @programming @towardsdatascience @python
How to Find Join Duplication in a Data Pipeline
A join-audit function that catches row explosions before they hit production.
One “innocent” join can silently multiply rows, inflate metrics, and break downstream models.
This post shows a simple audit approach (keys, cardinality checks, before/after counts) to detect duplication early.
#DataEngineering #SQL #Python #DataQuality #dataScience
@chartrdaily @pythonclcoding @programming @towardsdatascience
Dependency Injection: a Python Way:
https://www.glukhov.org/post/2025/12/dependency-injection-in-python/
#Python #Architecture #Dev #Coding #API
Astral (tạo Ruff & uv) ra mắt trình kiểm tra kiểu Python "ty" tốc độ siêu nhanh ⚡️. Nhanh hơn mypy/Pyright 10-100 lần, tích hợp IDE, phát hiện lỗi dù không có khai báo kiểu! Bao gồm: thông báo lỗi chi tiết, suy luận kiểu thông minh, phân tích đa tập tin. Đang bản beta nhưng đã sẵn sàng sử dụng!
🛠️ Cài đặt:
`uv tool install ty@latest` hoặc `pip install ty`
⚡️ Kiểm thử: `ty check file.py`
#Python #TypeChecker #Programming #DevTools #ty #Rust
#Python #LapTrinh #KiemTraKieu #CongCuLapTr
Xây dựng tự động YouTube Shorts bằng Python. Phần code (xử lý video, AI, upload) khá dễ. Thử thách thật sự lại là các vấn đề độ tin cậy: giới hạn API, mạng rớt, Cron lỗi. Đa số bug là do thiết kế hệ thống, không phải code logic.
#lậptrình #python #automation #youtube #hệthống #sideproject
https://www.reddit.com/r/SideProject/comments/1q650sv/the_coding_part_was_easyeverything_else_wasnt/
Fun with mypy: reifying runtime relations on types via @jevinskie https://lobste.rs/s/qu2vtv #plt #python
https://langston-barrett.github.io/blog/mypy-reify.html