September 08, 2023

Making Each Line of Code Efficient & Python In Excel

50 minutes

Are you writing efficient Python with as few lines of code as possible? Are you familiar with the many built-in language features that will simplify your code and make it more Pythonic? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder’s Weekly articles and projects.

We discuss a recent post from Bob Belderbos titled “Make Each Line Count, Keeping Things Simple in Python.” We provide many of our favorite Pythonic examples and the language mistakes that we’ve learned from. We also share multiple resources to add to your learning path.

Microsoft has announced a limited beta program for Python in Excel. We dig into the current details, requirements, and potential use cases.

We cover several other articles and projects from the Python community, including a group of announcements from the Python Software Foundation, a showcase of the Polars DataFrame library, immortal objects in Python, a code image generator Python project, an MS Paint clone in the terminal, and a Django ORM cheatsheet.

Course Spotlight: Process Images Using the Pillow Library and Python

In this video course, you’ll learn how to use the Python Pillow library to deal with images and perform image processing. You’ll also explore using NumPy for further processing, including to create animations.

Topics:

00:00:00 – Introduction

00:02:10 – Python 3.12.0 release candidate 1 released

00:02:53 – PSF Announces New PyPI Safety & Security Engineer

00:03:44 – 2022 PSF Annual Report

00:04:13 – Pydantic has been downloaded … 1 BILLION times!

00:04:28 – Python Polars: A Lightning-Fast DataFrame Library

00:12:26 – Introducing Immortal Objects for Python

00:15:32 – Video Course Spotlight

00:17:01 – Introducing Python in Excel

00:26:34 – Build a Code Image Generator With Python

00:31:49 – Make Each Line Count, Keeping Things Simple in Python

00:44:08 – Textual-paint

00:46:04 – Django ORM Cheatsheet

00:49:48 – Thanks and goodbye

News:

Python Insider: Python 3.12.0 release candidate 1 released – “The second candidate (and the last planned release preview) is scheduled for Monday, 2023-09-04, while the official release of 3.12.0 is scheduled for Monday, 2023-10-02.”

Python 3.11.5, 3.10.13, 3.9.18, and 3.8.18 is now available - Python Insider

PSF Announces New PyPI Safety & Security Engineer

2022 PSF Annual Report – The annual report from the Python Software Foundation details all the changes and events at the PSF last year.

Pydantic has been downloaded … 1 BILLION times! - Twitter

Show Links:

Python Polars: A Lightning-Fast DataFrame Library – Welcome to the world of Polars, a powerful DataFrame library for Python! In this showcase tutorial, you’ll get a hands-on introduction to Polars’ core features and see why this library is catching so much buzz.

Introducing Immortal Objects for Python – This article explains immortal objects (PEP 683), which are excluded from garbage collection. This causes performance and shared memory improvements for large architectures.

Introducing Python in Excel – Microsoft has announced that they’re embedding Python in Excel through a partnership with Anaconda. Read on for details.

Build a Code Image Generator With Python – In this step-by-step tutorial, you’ll build a code image generator that creates nice-looking images of your code snippets to share on social media. Your code image generator will be powered by the Flask web framework and include exciting packages like Pygments and Playwright.

Discussion:

Make Each Line Count, Keeping Things Simple in Python – Simplicity is hard. This article talks briefly about how you approach coding while keeping things simple.

itertools — Functions creating iterators for efficient looping — Python documentation

More Itertools - more-itertools 10.1.0 documentation

Python enumerate(): Simplify Loops That Need Counters – Real Python

Python’s all(): Check Your Iterables for Truthiness – Real Python

How to Use any() in Python – Real Python

Projects:

Textual-paint

Django ORM Cheatsheet

Additional Links:

Release Python Polars 0.19.0 · pola-rs/polars

Episode #140: Speeding Up Your DataFrames With Polars – The Real Python Podcast

Episode #167: Exploring pandas 2.0 & Targets for Apache Arrow – The Real Python Podcast

Introducing Python in Excel 😱 - YouTube

Source code beautifier / syntax highlighter – convert code snippets to HTML « hilite.me

Level up your Python skills with our expert-led courses:

Building a Django User Management System

Process Images Using the Pillow Library and Python

Editing Excel Spreadsheets in Python With openpyxl

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