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Copilot AI commented Aug 25, 2025

This PR implements complete Docker support for LeanRAG's MySQL backend, making the framework more robust, scalable, and easier to deploy while maintaining backward compatibility.

🚀 New Features

Docker MySQL Integration

  • Complete Docker setup with docker-compose.yml for one-command MySQL deployment
  • Custom Dockerfile (Dockerfile.mysql) optimized for LeanRAG's database requirements
  • Automated initialization via mysql-init/01-init.sql that sets up databases and permissions
  • Management script (mysql-docker.sh) providing easy container operations:
    ./mysql-docker.sh start    # Start MySQL container
    ./mysql-docker.sh status   # Check container status  
    ./mysql-docker.sh connect  # Connect to MySQL shell
    ./mysql-docker.sh reset    # Reset all data

Enhanced Database Utilities

The database_utils.py module now includes significant improvements:

  • Database name validation with validate_database_name() function that sanitizes names for MySQL compatibility
  • Improved connection handling via get_mysql_connection() with comprehensive error handling and automatic database creation
  • Enhanced logging throughout all database operations for better debugging and monitoring
  • File existence checks before processing to prevent runtime errors
  • Better error recovery with proper rollback mechanisms

🔧 Technical Improvements

Configuration Management

  • Added PyMySQL dependency to pyproject.toml for proper package management
  • CommonKG configuration templates with examples for different use cases:
    • create_kg_conf_example.yaml - Full configuration template
    • create_kg_conf_test_small.yaml - Lightweight testing setup
    • test_entities_small.txt - Small-scale entity list for testing

Code Quality & Reliability

  • Comprehensive error handling with descriptive error messages and logging
  • Path handling improvements for cross-platform compatibility
  • Database connection pooling and proper resource cleanup
  • Input validation to prevent SQL injection and invalid database operations

Development Experience

  • Comprehensive documentation in MYSQL_DOCKER_README.md with setup guides and troubleshooting
  • Test validation script (test_docker_setup.sh) for end-to-end verification
  • Enhanced logging structure for CommonKG knowledge graph creation process

📊 Performance & Scalability

The new Docker setup provides:

  • Persistent data storage via Docker volumes to preserve data across container restarts
  • Configurable MySQL settings optimized for knowledge graph workloads
  • Health checks to ensure database availability before processing
  • Resource isolation through containerization

🛠️ Usage Example

After this PR, setting up LeanRAG's MySQL backend is simplified to:

# Start MySQL with all required configurations
./mysql-docker.sh start

# Verify setup
./test_docker_setup.sh

# Run knowledge graph creation
python CommonKG/create_kg.py

# Build and query the graph
python build_graph.py
python query_graph.py

🔍 Testing

All changes have been validated with:

  • ✅ Docker configuration validation
  • ✅ Python syntax and import testing
  • ✅ MySQL initialization script verification
  • ✅ CommonKG configuration file validation
  • ✅ Cross-platform compatibility checks

This implementation maintains full backward compatibility while providing a modern, containerized deployment option that significantly improves the developer and user experience.


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

Copilot AI and others added 2 commits August 25, 2025 18:46
Co-authored-by: marklabz <39209396+marklabz@users.noreply.github.com>
…ose version warning

Co-authored-by: marklabz <39209396+marklabz@users.noreply.github.com>
Copilot AI changed the title [WIP] Merge feature-branch: Major improvements, Docker support, enhanced LeanRAG framework feat: Complete Docker MySQL integration with enhanced database utilities and comprehensive setup Aug 25, 2025
Copilot AI requested a review from marklabz August 25, 2025 18:50
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2 participants