Issue #647 (Sept. 17, 2024)

#647 – SEPTEMBER 17, 2024

How to Use Conditional Expressions With NumPy where()

This tutorial teaches you how to use the where() function to select elements from your NumPy arrays based on a condition. You’ll learn how to perform various operations on those elements and even replace them with elements from a separate array or arrays.
REAL PYTHON

PythonistR: A Match Made in Data Heaven

In data science you’ll sometimes hear a debate between R and Python. Cosima says ‘why not choose both?’ She outlines a data pipeline that uses the best tool for each job.
COSIMA MEYER

Transcribe Audio in 5 Lines of Code

Build AI apps that understand speech with insanely accurate speech-to-text models. Sign up for a free account and get $50 in credits to try AssemblyAI’s speech recognition models →
ASSEMBLY AI sponsor

Python HTTP Clients: Requests vs. HTTPX vs. AIOHTTP

Learn about the differences between Requests, HTTPX, and AIOHTTP, and when to use each library for your Python projects.
GEORGES HAIDAR

Quiz: Generate Images With DALL·E and the OpenAI API

In this quiz, you’ll test your understanding of generating images with DALL·E by OpenAI using Python. You’ll revisit concepts such as using the OpenAI Python library, making API calls for image generation, creating images from text prompts, and converting Base64 strings to PNG image files.
REAL PYTHON

Quiz: The Walrus Operator: Python’s Assignment Expressions

In this quiz, you’ll test your understanding of the Python Walrus Operator. This operator was introduced in Python 3.8, and understanding it can help you write more concise and efficient code.
REAL PYTHON

Python Releases 3.12.6, 3.11.10, 3.10.15, 3.9.20, and 3.8.20

PYTHON.ORG

Python Release Python 3.13.0rc2

PYTHON.ORG

Articles & Tutorials

Python Community Divided Over CoC Enforcement

Over the last few months there has been a lot of back and forth in the Python community, especially on the forums, around changes to bylaws and how the Code of Conduct is enforced. This article covers the history and context of the events.
JAKE EDGE

Django: Rotate Your Secret Key, Fast or Slow

Django’s SECRET_KEY setting is used for cryptographic signing in various places, such as for session storage and password reset tokens. If you need to rotate it you can allow read-only use of the old key to smooth the transition.
ADAM JOHNSON

Posit Connect – Help Your Analytics Team Share and Collaborate

Tired of tediously send files and trying to use general-purpose collaboration tools? Posit Connect makes it easy to share, collaborate, and get feedback on your data science work including Jupyter notebooks, Plotly dashboards, Streamlit, Quarto, Shiny or other interactive analytics applications →
POSIT sponsor

Multiversion Python Thoughts

Armin has played around with enabling multiple versions of a library to be installed for the same instance of Python in the past, and recent feature additions to uv are making it come closer to fruition.
ARMIN RONACHER

How We Made Notebooks Load 10 Times Faster

“When we received feedback our Notebooks UI was taking too long too load, our engineers dove into ways to improve the developer experience — bringing some load times from 30 seconds down to less than one.”
LUIS NEVES

When to Use .__repr__() vs .__str__() in Python

In this video course, you’ll learn the difference between the string representations returned by .__repr__() vs .__str__() and understand how to use them effectively in classes that you define.
REAL PYTHON course

Python Bytes Episode #400

The Python Bytes podcast just delivered show #400. This is a huge accomplishment. This episode celebrates the achievement, and also covers: Python 3.13RC, Docker with uv, the humanize project, and more.
PYTHON BYTES podcast

Improved print Readability With pprint

The pretty print module (pprint) provides more readable output for complex data structures and this post shows you how to use the library and what you can get out of it.
JUHA-MATTI SANTALA

“Next Level Python” Humble Bundle for Charity

Make mastering Python your mission: This mix of online courses, books, exercises, and productivity tools is here to help you succeed—whether you’re a beginner or a skilled Python pro. Support Girls Who Code and get Python books, software, and video courses collectively valued at $1,882 for a pay-what-you-want price →
HUMBLEBUNDLE.COM sponsor

Switching From pyenv to uv

Will has recently switched from using a variety of packaging tools to just using uv. This post is a summary of what needed to change when going from pyenv to uv.
WILL KAHN-GREENE

uv Under Discussion on Mastodon

There is a deep conversation going on about the longevity of uv on Mastodon and for those not on the platform, Simon has summarized it.
SIMON WILLISON

Why Not Comments

This post talks about why you might want to include information in your code comments about why you didn’t take a particular approach.
HILLEL WAYNE

How to Build a Perfect Docker Image for a Poetry Project

This article describes how to build a secure, fast to build, and lightweight Docker image for your Poetry-based project
CODEMAGEDDON • Shared by Sergey

Python macOS Framework Builds

Glyph explains just what a Framework is on macOS and why CPython on macOS should be built that way.
GLYPH LEFKOWITZ

Projects & Code

PSP (Python Scaffolding Projects)

GITHUB.COM/MATTEOGUADRINI • Shared by Matteo Guadrini

pocketpy: Portable Python 3.x Interpreter in Modern C

GITHUB.COM/POCKETPY

graphiti: Build Dynamic, Temporally-Aware Knowledge Graphs

GITHUB.COM/GETZEP

picows: Ultra-Fast Websocket Client and Server for Asyncio

GITHUB.COM/TARASKO

django-cotton: Component Based Design to Django Templates

GITHUB.COM/WRABIT

Events

PyData Amsterdam 2024

September 18 to September 21, 2024
PYDATA.ORG

Weekly Real Python Office Hours Q&A (Virtual)

September 18, 2024
REALPYTHON.COM

PyCon India 2024

September 20 to September 24, 2024
PYCON.ORG

PyCon TW 2024

September 21 to September 23, 2024
PYCON.ORG

DjangoCon US 2024

September 22 to September 27, 2024
DJANGOCON.US

PyBay 2024

September 23 to September 24, 2024
PYBAY.ORG

PyCon Africa 2024

September 24 to September 29, 2024
PYCON.ORG

PyData Paris 2024

September 25 to September 27, 2024
PYDATA.ORG

PyCon JP 2024

September 27 to September 30, 2024
PYCON.JP

Python Norte 2024

September 27 to September 29, 2024
PYTHONNORTE.ORG

PyCon Niger 2024

September 28 to September 30, 2024
PYCON.ORG

Happy Pythoning!
This was PyCoder’s Weekly Issue #647.
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