| | | | Late-Bound Argument Defaults for Python
Python supports default values for arguments to functions, but those defaults are evaluated at function-definition time. A proposal to add defaults that are evaluated when the function is called has been discussed at some length on the python-ideas mailing list.
JAKE EDGE
Data Visualization Interfaces in Python With Dash
In this course, you’ll learn how to build a dashboard using Python and Dash. Dash is a framework for building data visualization interfaces. It helps data scientists build fully interactive web applications quickly.
REAL PYTHON course
Application Performance Monitoring Built for Developers, by Developers
 Scout is a lightweight, production-grade application monitoring service built for modern development teams. Proactive alerting, real-time insight and always-on support means you can rest easy knowing Scout will find performance issues before your customers do. Embed our agent, and we’ll do the rest →
SCOUT APMsponsor
Rats in Doom: A Novel VR Setup for Rodents
A novel VR setup developed for rodents that lets rats play Doom. Uses Python for the controller interface.
VIKTOR TÓTH
CPython Dev in Residence: Weekly Report, November 22–28
A short review of try/except, exception handling in asyncio today, and the future of asyncio error handling.
ŁUKASZ LANGA
Discussions
Python 3.10 Pattern Matching: Wildcard in String?
STACK OVERFLOW
Does NumPy Array Really Take Less Memory Than Python List?
STACK OVERFLOW
Python Jobs
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Articles & Tutorials
Programmers Should Stop Celebrating Incompetence
The creator of Ruby on Rails on programmer competence: “The world has never had a greater need for programmers than it does today. It’s never had a greater need for competent programmers than it does today. Let’s skip the overly self-deprecating nonsense that nobody knows what they’re doing, and trying to learn things in depth is not for us.”
DAVD HEINEMEIER HANSSON opinion
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.”
HYNEK SCHLAWACK
Get Your Next Python Job Through Hired
 Hired is home to thousands of companies ranging from startups to Fortune 500s that are actively hiring developers, data scientists, mobile engineers, and more. Its really easy: once you create a profile, hiring managers can send interview requests based on your skills. Sign up today →
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Ready to Publish Your Python Packages?
Are you interested in sharing your Python project with the broader world? Would you like to make it easily installable using pip? How do you create Python packages that share your code in a scalable and maintainable way?
REAL PYTHON podcast
How to Write a Great Stack Overflow Question
“The single best thing you can do when asking for coding help online is provide a short, complete example script that others can copy, paste, and run without any modification to reproduce your problem.”
KEVIN MARKHAM • Shared by Kevin Markham
Experimental APIs in Python 3.10 and the Future of Trust Stores
“In Python 3.10.0 there were a few new APIs added to the ssl module related to certificate chains that weren’t listed in the Python 3.10 release notes due to being experimental.”
SETH MICHAEL LARSON
The Problem With Python’s map and filter (And How We Might Fix It)
The author explores the pros and cons of Python’s default map() and filter() implementation and potential improvements that could be made.
ABHINAV OMPRAKASH • Shared by Abhinav
Shortcut Provides Speedy Task Management, Reporting, and Collaboration for Software Teams
Shortcut is project management built for developers. Whether you’re a startup that iterates quickly by providing every engineer with a free pallet of Red Bull, or a large org that has strict ship dates to hit, give us a try for free.
SHORTCUTsponsor
The Rinds of the Cheese Shop Menu
A silly analysis of the weird and wonderful contents of PyPI: What are the longest package names? Numeric vs non-numeric version names?
BEN NUTTALL • Shared by Ben Nuttall
Financial Market Data Analysis With Pandas
MATTHEW WRIGHT
Introduction to Python’s operator Module
FLORIAN DAHLITZ • Shared by Florian Dahlitz
Projects & Code
Brought to you by Real Python for Teamssponsor
Online Python training created by a community of experts. Give your team the real-world Python skills they need to succeed →
pyc64: Commodore-64 Simulator in Pure Python
GITHUB.COM/IRMEN
tiptop: Command-Line System Monitoring
GITHUB.COM/NSCHLOE
myhdl: Python as a Hardware Description Language
GITHUB.COM/MYHDL
RexMex: Recommender System Evaluation Library
GITHUB.COM/ASTRAZENECA • Shared by Benedek Rozemberczki
kolo: See Everything Happening in Your Running Django App
GITHUB.COM/KOLOFORDJANGO • Shared by Philipp Acsany
SQLLineage: SQL Lineage Analysis Tool
GITHUB.COM/REATA • Shared by Ryan Hu
FastAPI-Azure-Auth: Azure AD Auth for FastAPI Apps
INTILITY.GITHUB.IO • Shared by Jonas Krüger Svensson
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