A fast memory optimization extension for Python
Project description
FastPyX 🚀
FastPyX is a high-performance C extension for Python, designed to optimize memory usage and significantly improve execution speed.
Why FastPyX?
🔥 Faster than Python's built-in list for fappend operations
📉 Uses up to 56% less memory than Python lists
⚡ Ideal for high-performance applications requiring optimized data structures
Features
- 🚀 Written in C for extreme performance
- 📌 Optimized
FastListimplementation (efficientfappendmethod) - 🔹 Supports multiple data types seamlessly
- 🔧 Efficient memory allocation to reduce fragmentation
Benchmark Results
| Operation | FastList | Python List | Speedup | Memory Usage (10M items) |
|---|---|---|---|---|
fappend |
0.56s | 0.67s | 🔥 17% Faster | 30.5MB (FastList) vs. 69MB (Python List) |
✅ FastList is both faster and more memory-efficient than Python's built-in list!
Installation
pip install fastpyx
Future Roadmap
✅ Advanced memory management optimizations for Django and other frameworks
✅ Additional performance improvements for lists, dictionaries, and sets
✅ More Pythonic API and integration with NumPy/Pandas
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