Ptpython is a feature-rich and user-friendly Python REPL (Read-Eval-Print Loop) that takes your interactive Python coding experience to a whole new level. Unlike the standard Python REPL, ptpython offers a host of powerful features designed to boost productivity and streamline the development process. Its intuitive interface, syntax highlighting, and robust auto-completion capabilities make writing and exploring Python code a breeze. The interactive shell also provides the built-in ability to inspect Python objects, so you can quickly look up function references […]

Watch Now This tutorial has a related video course created by the Real Python team. Watch it together with the written tutorial to deepen your understanding: Running Python Scripts A Python script or program is a file containing executable Python code. Being able to run Python scripts and code is probably the most important skill that you need as a Python developer. By running your code, you’ll know if it works as planned. You’ll also be able to test and […]

Cython allows you to write compiled extensions for Python, by translating Python-y code to C or C++. Often you’ll use it to speed up your software, and it’s especially useful for implementing small data science or scientific computing algorithms. But what happens when Cython is too slow? Often there’s still speed improvements you can do. In a previous article we focused on examples of optimizing your code to take advantage of things like instruction-level parallelism. In this article, we’ll focus […]

Python 3.12 is out now–but should you switch to it immediately? And if you shouldn’t upgrade just yet, when should you? Immediately after the release, you may not want to upgrade just yet. But from December 2023 and onwards, upgrading is definitely worth trying. To understand why, we need to consider Python packaging, the software development process, and take a look at the history of past releases. The problems with a new major Python release As with many open source […]

Python f-strings provide a quick way to interpolate and format strings. They’re readable, concise, and less prone to error than traditional string interpolation and formatting tools, such as the .format() method and the modulo operator (%). An f-string is also a bit faster than those tools! By the end of this tutorial, you’ll know why f-strings are such a powerful tool that you should learn and master as a Python developer. In this tutorial, you’ll learn how to: Interpolate values, […]

There are plenty of blogging platforms out there that you can use out of the box. However, building your own blog from scratch with Django is a great way to keep control over your content. Even if you’re just getting started with Django, its user-friendly features will allow you to focus on designing and posting your content. In this tutorial, you’ll learn how to: Set up a new Django project Create and edit blog posts Display posts to the user […]

Sorting strings in Python is something that you can almost take for granted if you do it all the time. Yet, it can become surprisingly tricky considering all the edge cases lurking in the vast Unicode standard. Understanding Unicode isn’t an easy feat, so prepare yourself for a whirlwind tour of surprising edge cases and effective ways of dealing with them. Note: In this tutorial, you’ll often use the term Unicode string to mean any string with non-Latin letters and […]