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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: 0.0.1.18

🎯 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

🔧 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

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes
  4. Add tests
  5. Run the test suite
  6. 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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