#616 – FEBRUARY 13, 2024
Using Python for Data Analysis
In this tutorial, you’ll learn the importance of having a structured data analysis workflow, and you’ll get the opportunity to practice using Python for data analysis while following a common workflow process.
REAL PYTHON
Python Formatters With Lukasz Langa
Episode 27 of The Python Show Podcast welcomes Lukasz Langa, the CPython Developer in Residence, he is also the creator of the Black formatter. They talk about Python, Black, Ruff, and more.
MIKE DRISCOLL podcast
Upcoming Workshop: Taming the Kraken, Managing a Python Monolith w/ Sentry
Join David Winterbottom, principal software engineer at Kraken Technologies, as he shares how he and his team develop, deploy, and maintain a rapidly evolving Python monorepo with over 4 million lines of code with Sentry. RSVP to get a recording and get your questions answered during the session →
SENTRY sponsor
A Bird’s Eye View of Polars
This post on the Polars blog introduces you to how Polars works, showing the steps from queries, plans, optimizations, and then the final execution.
POLARS
Django Security Releases Issued: 5.0.2, 4.2.10, and 3.2.24
DJANGO SOFTWARE FOUNDATION
Python 3.12.2 and 3.11.8 Released
CPYTHON DEV BLOG
PSF: Introducing PSF Grants Program Office Hours
PYTHON SOFTWARE FOUNDATION
Discussions
Why Not Real Anonymous Functions?
PYTHON
When Should You Give Up on a Project That Doesn’t Work?
HACKER NEWS
Articles & Tutorials
Abandoned Code: Hidden Risks of Unmaintained Software
Software engineers use a lot of third party software. Often people rely on GitHub stars, downloads or articles to choose what to use. Yet, a lot of times that third party software is not maintained anymore. This post talks about some of the problems with using that kind of software.
PORIN CUSTIC • Shared by Porin Custic
Build a Django AI Colorization App
This guide shows you how to build a simple Django app that uses AI to colorize black and white photos. It includes a way to hook your local server when working with APIs that need a network exposed call-back.
PHOTONDESIGNER.COM • Shared by Tom Dekan
Add Versatility To AI Apps, Build With Popular Model Choices Like YOLOv8
Future-proof your AI apps with constantly expanding model compatibility, including YOLOv8, Padim, and more. Speed up development and deploy seamlessly with Intel’s OpenVINO toolkit.
INTEL CORPORATION sponsor
Specialized Python Libraries for Unique Tasks
Python gets used for all sorts of stuff. This list of libraries highlights just how much is out there. Ranging from quick UI tools to text search, to movie editing.
MARINE GOSSELIN
Implement Parsers With Pylasu
In this article, you learn how to implement parsers in Python using Pylasu and ANTLR. It includes working code for parsing a toy language called “slang”.
LORENZO ADDAZI
Inside .git
Julia is at it again, doing a deep dive on how things work. This post shows you everything inside your .git
directory and what its all there for.
JULIA EVANS
Safely Rewriting Complex Code
Sometimes you just have to give in and re-write some of your code. This post talks about useful steps to consider when going down this path.
TIMO ZIMMERMANN
Everything You Can Do With Python’s textwrap
Module
Learn about all the things you can do with Python’s textwrap
module, including formatting, text wrapping, trimming and more
MARTIN HEINZ • Shared by Martin Heinz
Understanding Open Source Licensing
This article discusses the importance of open-source licensing in software development and its implications for stakeholders.
UMA VICTOR
Implementing a Lasting Service Pattern for Your Business Logic
Best practices for building an understandable, maintainable and scalable mechanism for your custom logic via Python classes.
MEDIUM.COM/AMBIENT-INNOVATION • Shared by Ronny Vedrilla
Profiling Your Numba Code
Learn how to use the Profila profiler to find performance bottlenecks in your Numba code.
ITAMAR TURNER-TRAURING
Projects & Code
toolong: A TUI to View, Tail, Merge, and Search Log Files
GITHUB.COM/TEXTUALIZE
finagg: Aggregate Historical Data From Free Financial APIs
GITHUB.COM/THEOGOGNF
fasthx: FastAPI and HTMX, the Right Way
GITHUB.COM/VOLFPETER
instld: CLI Package Management
GITHUB.COM/POMPONCHIK • Shared by Evgeniy Blinov
Adopt-Ruff: Find Unconfigured ruff
Rules
GITHUB.COM/SCDOR • Shared by Dor Schwartz
Inspira: A Lightweight Framework for Web Applications
GITHUB.COM/CICEKHAYRI • Shared by Hayri Cicek
Events
Weekly Real Python Office Hours Q&A (Virtual)
February 14, 2024
REALPYTHON.COM
PyData Bristol Meetup
February 15, 2024
MEETUP.COM
PyLadies Dublin
February 15, 2024
PYLADIES.COM
Inland Empire Python Users Group Monthly Meeting
February 21, 2024
MEETUP.COM
NZPUG-Auckland: The Python Community in 2024
February 21, 2024
MEETUP.COM
Happy Pythoning!
This was PyCoder’s Weekly Issue #616.
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