jsdfile 0.1.0

High-performance JSON serialization and deserialization library with efficient binary storage format. JSDFile combines msgspec speed with LZ4 compression for applications that need to store and retrieve JSON data rapidly while minimizing storage requirements.

🚀 JSD (JSON Database)

The next-generation JSON storage format for Python

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🌟 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:

1. Binary Serialization 🔄

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

2. Compression Layer 📦

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

3. 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:

1. 🍴 Fork the repository
2. 🌿 Create your feature branch
3. 💻 Commit your changes
4. 🚀 Push to the branch
5. 🎉 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

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Benchmarks

Made with ❤️ by Alaamer