In August 2023, Python 3.12.0rc1 came out! With several exciting features, improvements, and optimizations, this release is only two steps away from the final release scheduled for October. If you want to stay on the cutting edge, then you must give it a try. But note that you shouldn’t use it in production. Another exciting release was Python in Excel, which allows you to leverage the power of Python inside your Excel workbooks. You’ll be able to use Python’s data […]

Django is a fully featured Python web framework that you can use to build complex web applications. In this tutorial, you’ll jump in and learn Django by completing an example project. You’ll follow the steps to create a fully functioning web application and, along the way, learn what some of the most important features of the framework are and how they work together. At the end of this tutorial, you’ll have a working portfolio website to showcase your projects. If […]

Dictionaries are one of the most important and useful built-in data structures in Python. They’re everywhere and are a fundamental part of the language itself. In your code, you’ll use dictionaries to solve many programming problems that may require iterating through the dictionary at hand. In this tutorial, you’ll dive deep into how to iterate through a dictionary in Python. Solid knowledge of dictionary iteration will help you write better, more robust code. In your journey through dictionary iteration, you’ll […]

You can use the Click library to quickly provide your Python automation and tooling scripts with an extensible, composable, and user-friendly command-line interface (CLI). Whether you’re a developer, data scientist, DevOps engineer, or someone who often uses Python to automate repetitive tasks, you’ll very much appreciate Click and its unique features. In the Python ecosystem, you’ll find multiple libraries for creating CLIs, including argparse from the standard library, Typer, and a few others. However, Click offers a robust, mature, intuitive, […]

If you’re active on social media, then you know that images and videos are popular forms of content. As a programmer, you mainly work with text, so sharing the content that you create on a daily basis may not seem intuitive. That’s where a code image generator can come in handy for you! With a code image generator, you can create a nice-looking image of your code snippets. That way, you can share code without worrying about formatting, different syntax […]

Now that you’ve installed Polars and have a high-level understanding of why it’s so performant, it’s time to dive into some core concepts. In this section, you’ll explore DataFrames, expressions, and contexts with examples. You’ll get a first impression of Polars syntax. If you know other DataFrame libraries, then you’ll notice some similarities but also some differences. Getting Started With Polars DataFrames Like most other data processing libraries, the core data structure used in Polars is the DataFrame. A DataFrame […]