CodeStips

Python Internals

Python dis Module Explained

Python Standard Libraries

Learn how Python's dis module reveals bytecode, helping developers debug, optimize, and understand code execution at a deeper level.

Python Identity Operators

Basics of Python

Python identity operators is and is not check if two variables point to the same object in memory. They differ from equality operators, which compare values. Use them to verify object identity, not content equality.

Python Identity vs Equality

Python for Beginners

Python identity (is) checks if objects are the same, while equality (==) checks if their values match. Understanding this distinction helps prevent bugs and write more efficient code.

Python Special Methods Cheatsheet

Cheatsheets & Reference Guides

Python's special methods like len and add let custom classes mimic built-in types, enabling expressive code with len(obj) or obj + other. Essential for intuitive class behavior.

Python tokenize Module Basics

Python Standard Libraries

Python tokenizes code into tokens using the tokenize module, which is essential for building tools like linters, formatters, and syntax highlighters.

Using slots for Memory Optimization

Best Practices & Optimization

Using __slots__ in Python reduces memory by preventing dynamic attribute storage in __dict__, optimizing performance for classes with many instances.