While profiling a slow process I stumbled upon a surprising way to reduce our memory consumption. This talk will present some useful profiling tools, and an important thing to know when using AbstractBaseClass extensively. In this session, we will dive into the realm of Python optimization, as we cover some essential profiling tools designed to identify and resolve performance bottlenecks in your code. We'll navigate through practical examples, showcasing how these tools can provide invaluable insights into your application's memory and CPU usage patterns. Furthermore, we'll delve into some nuances of AbstractBaseClass usage, and its implications on speed and memory management in Python applications. Whether you're a seasoned developer or just starting your journey with Python, this session offers some practical strategies to optimize Python programs effectively.
