In-Depth Analysis of Python Memory Management: The Ultimate Guide from Leak Detection to Performance Optimization

In-Depth Analysis of Python Memory Management: The Ultimate Guide from Leak Detection to Performance Optimization

1. Why is Memory Management a Must for Python Engineers? At the 2025 Python Developers Summit, memory-related issues accounted for 73%, with memory leak cases making up as much as 58%. This article will guide you through the underlying principles and industrial-grade solutions of Python memory management through three practical scenarios: memory leak detection, object … Read more

Detecting Memory Issues Using Valgrind

Detecting Memory Issues Using Valgrind

Valgrind is a software development tool for memory debugging, memory leak detection, and performance profiling. 1 Installing Valgrind You can download the latest source package from the official website: Valgrind official download, or directly use the c_utils/debug/valgrind directory provided valgrind-3.13.0.tar.bz2 source package. First, extract the source package tar xjf valgrind-3.13.0.tar.bz2 Enter the extracted directory and … Read more