If you came to Python from a language like C, C++, Java, or JavaScript, then you may be missing their do-while loop construct. A do-while loop is a common control flow statement that executes its code block at least once, regardless of whether the loop condition is true or false. This behavior relies on the fact that the loop condition is evaluated at the end of each iteration. So, the first iteration always runs. One of the most common use […]

In this tutorial, you’ll learn how to quickly build documentation for a Python package using MkDocs and mkdocstrings. These tools allow you to generate nice-looking and modern documentation from Markdown files and your code’s docstrings. Maintaining auto-generated documentation means less effort because you’re linking information between your code and the documentation pages. However, good documentation is more than just the technical description pulled from your code! Your project will appeal more to users if you guide them through examples and […]

If you’ve ever wanted to simplify your command-line scripting or use Python alongside command-line applications—or any applications for that matter—then the Python subprocess module can help. From running shell commands and command-line applications to launching GUI applications, the Python subprocess module can help. By the end of this tutorial, you’ll be able to: Understand how the Python subprocess module interacts with the operating system Issue shell commands like ls or dir Feed input into a process and use its output. […]

When you’re processing data with Pandas, so-called “vectorized” operations can significantly speed up your code. Or at least, that’s the theory. In practice, in some situations Pandas vectorized operations can actually make your code slower, or at least no faster. And they can also significantly increase memory usage. Let’s dig in and see what vectorization means in Pandas, when and why it helps, and when it’s harmful. Vectorization: what it means, and how it speeds up your code Vectorization can […]

PyScript is a brand-new framework that caused a lot of excitement when Peter Wang, the CEO and co-founder of Anaconda, Inc., revealed it during his keynote speech at PyCon US 2022. Although this project is just an experiment in an early phase of development, people on social media seem to have already fallen in love with it. This tutorial will get you up to speed with PyScript, while the official documentation is still in the making. In this tutorial, you’ll […]

In this tutorial, you’ll build a Python quiz application for the terminal. The word quiz was first used in 1781 to mean eccentric person. Nowadays, it’s mostly used to describe short tests of trivia or expert knowledge with questions like the following: When was the first known use of the word quiz? By following along in this step-by-step project, you’ll build an application that can test a person’s expertise on a range of topics. You can use this project to […]