QUMO - Quantum Unicode Machine Optimizer

A next-generation code optimization framework that combines quantum-inspired patterns with Unicode optimization to create highly efficient, machine-first Python code. QUMO leverages quantum computing principles, advanced AST/CST transformations, and Unicode patterns to optimize Python code for both machine processing and human readability.

🌟 Features

• 🔄 Quantum-inspired code transformations
• 🔤 Unicode pattern optimization
• 📊 Graph-based flow analysis
• 🔍 AST and CST transformations
• 🎯 Machine-first optimization principles
• 🛠️ Command-line interface with rich output

Installation

# From GitHub
git clone https://github.com/abcdqfr/qumo.git
cd qumo
pip install -e .

# Or via pip
pip install git+https://github.com/abcdqfr/qumo.git

Usage

Command Line

Optimize a Python file:

qumo optimize input.py -o output.py

Show diff between original and optimized code:

qumo optimize input.py --diff

Show version:

qumo version

Python API

from qumo import optimize_code

# Optimize code
source = '''
def calculate(x, y):
    return x + y
'''

optimized = optimize_code(source)
print(optimized)

Optimization Patterns

Unicode Patterns

• Self reference: ꜱ
• Path handling: ᴘ
• Window/UI: ᴡ
• List operations: ʟ
• Quantum state: ψ

Quantum Operations

• Bra-Ket notation: ⟨ψ|H|ψ⟩
• Tensor product: ⊗
• Direct sum: ⊕
• Conjugate: †

Flow Control

• Implies: ⇒
• Maps to: ↦
• Composition: ∘
• Universal quantifier: ∀
• Existential quantifier: ∃

Development

Setup

# Clone repository
git clone https://github.com/brandon/qumo.git
cd qumo

# Install dependencies
pip install -e ".[dev]"

Testing

pytest

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

License

MIT License - see LICENSE for details

Acknowledgments

• Inspired by quantum computing principles
• Built with modern Python tooling
• Powered by libcst, ast, sympy, and networkx