Node-based data processing and graph computation library
Project description
🚀 xwnode: Node-Based Data Processing Library
Company: eXonware.com
Author: Eng. Muhammad AlShehri
Email: connect@exonware.com
Version: 0.0.1.13
🎯 What is xwnode?
xwnode is a powerful Python library for node-based data processing and graph computation. It provides a flexible framework for building data processing workflows using interconnected nodes, enabling complex data transformations and computations through an intuitive graph-based approach.
⚡ Quick Start
Installation
xwnode offers three installation modes to match your needs:
Default (Lite) - Minimal Installation
pip install exonware-xwnode
# or
pip install xwnode
- ✅ Core node functionality
- ✅ Basic graph operations
- ✅ Essential data processing
- ✅ Zero external dependencies (beyond xwsystem)
Lazy - Auto-Install on Demand
pip install exonware-xwnode[lazy]
# or
pip install xwnode[lazy]
- ✅ Everything from default
- ✅ Automatic dependency installation
- ✅ Enterprise serialization on-demand
- ✅ Performance monitoring when needed
Full - Complete Feature Set
pip install exonware-xwnode[full]
# or
pip install xwnode[full]
- ✅ Everything from lazy
- ✅ All xwsystem serialization formats (50+)
- ✅ Advanced security features
- ✅ Performance monitoring
- ✅ Enterprise-grade capabilities
Basic Usage
from exonware.xwnode import XWNode, XWQuery, XWFactory
# Or use convenience import:
# import xwnode
# Your node-based processing code here
node = XWNode({'data': 'example'})
🎯 Perfect For:
- 🔄 Data Processing Pipelines - Build complex data transformation workflows
- 📊 Graph Computation - Process data through interconnected node networks
- 🔀 Workflow Management - Create reusable processing components
- 🧠 Algorithm Development - Implement graph-based algorithms and computations
- 🔗 System Integration - Connect different data processing stages
🚀 Key Features
✅ Node-based architecture for modular data processing
✅ Graph computation engine for complex workflows
✅ Flexible data flow between processing nodes
✅ Reusable components for common operations
✅ Performance optimized for large-scale processing
✅ Easy integration with existing Python data tools
🚀 Project Phases
xWNode follows a structured 5-phase development approach designed to deliver enterprise-grade functionality while maintaining rapid iteration and continuous improvement.
Current Phase: 🧪 Version 0 - Experimental Stage
- Focus: Fast applications & usage, refactoring to perfection of software patterns and design
- Status: 🟢 ACTIVE - Foundation complete with core node functionality, graph traversal algorithms, and comprehensive testing
Development Roadmap:
- Version 1 (Q1 2026): Production Ready - Enterprise deployment and hardening
- Version 2 (Q2 2026): Mars Standard Draft Implementation - Cross-platform interoperability
- Version 3 (Q3 2026): RUST Core & Facades - High-performance multi-language support
- Version 4 (Q4 2026): Mars Standard Implementation - Full compliance and enterprise deployment
📖 View Complete Project Phases Documentation
📚 Documentation
- API Documentation - Complete reference and examples
- Examples - Practical usage examples
- Tests - Test suites and usage patterns
🔧 Development
# Install in development mode
pip install -e .
# Run tests
python tests/runner.py
# Run specific test types
python tests/runner.py --core
python tests/runner.py --unit
python tests/runner.py --integration
🤝 Contributing
- Fork the repository
- Create a feature branch
- Make your changes
- Add tests
- Run the test suite
- Submit a pull request
📄 License
MIT License - see LICENSE file for details.
Built with ❤️ by eXonware.com - Making node-based data processing effortless
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