jsdfile

🚀 JSD (JSON Database)

The next-generation JSON storage format for Python

🌟 Overview

JSD revolutionizes JSON storage by combining cutting-edge compression techniques with lightning-fast serialization. Built for performance-critical applications, JSD delivers unmatched read speeds and exceptional storage efficiency.

✨ Key Features

• 🏃‍♂️ Blazing Fast Reads: Up to 5x faster than traditional JSON libraries
• 💾 Superior Compression: Up to 70% reduction in storage footprint
• 🧠 Memory Efficient: Optimized memory utilization during operations
• 🛠️ Modern Architecture: Leverages cutting-edge Python technologies
• 📊 Rich Analytics: Comprehensive benchmarking and visualization suite

🚀 Quick Start

Installation

# Create and activate virtual environment
python -m venv .venv
source .venv/bin/activate  # Linux/Mac
.venv\Scripts\activate     # Windows

# Install dependencies
pip install -r requirements.txt

Basic Usage

🏗️ Architecture

JSD employs a sophisticated multi-layer architecture:

• Binary Serialization 🔄

  • Powered by msgspec for maximum performance
  • Custom-optimized binary format
  • Intelligent type handling

• Compression Layer 📦

  • LZ4 frame compression
  • Adaptive compression levels
  • Optimized for both speed and size

• Storage Format 💾

  • Custom binary format with magic bytes
  • Fixed-size header for fast seeking
  • Versioned format support

📈 Performance

JSD delivers exceptional performance metrics:

Operation	vs orjson	vs msgspec	File Size Reduction
Read (10k)	4.5x faster	4.2x faster	71% smaller
Write (10k)	1.1x faster	1.0x faster	71% smaller

For detailed benchmarks, see BENCHMARK.md

🛠️ Development Tools

Included Utilities

• 📊 Benchmark Suite: Comprehensive performance testing
• 📈 Visualization Tools: Advanced performance analytics
• 🔧 Data Generators: Sophisticated test data creation
• 🧪 Test Suite: Extensive unit and integration tests

🤝 Contributing

We welcome contributions! Here's how you can help:

• 🍴 Fork the repository
• 🌿 Create your feature branch
• 💻 Commit your changes
• 🚀 Push to the branch
• 🎉 Open a Pull Request

📜 License

MIT License - see LICENSE for details

🙏 Acknowledgments

• LZ4 - Exceptional compression library
• msgspec - Ultra-fast serialization
• Python - The foundation of it all

Benchmarks

Made with ❤️ by Alaamer