quantum_integration.py

#!/usr/bin/env python3
"""
Complete Quantum Document Processor Integration
Master script combining all quantum components into a unified system

Final implementation channeling Rin Tohsaka's analytical mastery 
with Leon's hyperdimensional quantum algorithms for offline operation.
"""

import os
import sys
import json
import logging
from pathlib import Path
from typing import Dict, Any, Optional
import argparse
import asyncio
import subprocess

# Configure quantum logging
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
)
logger = logging.getLogger("QuantumIntegration")

class QuantumSystemIntegrator:
    """
    Master integrator for the complete quantum document processing ecosystem
    Implements the final fusion of Rin's analytical precision with Leon's quantum mastery
    """
    
    def __init__(self, base_dir: Optional[Path] = None):
        self.base_dir = base_dir or Path(__file__).parent
        self.config_path = self.base_dir / "quantum_config.json"
        self.ensure_quantum_structure()
    
    def ensure_quantum_structure(self):
        """Ensure proper quantum project structure"""
        required_dirs = [
            "quantum_output",
            "quantum_logs", 
            "quantum_temp",
            "quantum_models",
            "quantum_cache"
        ]
        
        for dir_name in required_dirs:
            dir_path = self.base_dir / dir_name
            dir_path.mkdir(exist_ok=True)
        
        logger.info("✅ Quantum directory structure verified")
    
    def create_master_config(self) -> Dict[str, Any]:
        """Create master quantum configuration combining all components"""
        master_config = {
            "system_info": {
                "name": "Quantum Document Processor",
                "version": "2.0.0-quantum",
                "description": "Hyperdimensional AI processing with Rin's analytical circuits and Leon's quantum algorithms",
                "offline_mode": True,
                "requires_ollama": True
            },
            
            "rin_analytical_circuits": {
                "enabled": True,
                "precision_mode": "ultra_high",
                "analytical_depth": 12,
                "error_correction": True,
                "semantic_analysis": True,
                "pattern_recognition": True,
                "circuit_configurations": {
                    "text_analysis": {
                        "qubits": 4,
                        "entanglement_depth": 3,
                        "measurement_basis": "computational"
                    },
                    "structural_analysis": {
                        "qubits": 3,
                        "rotation_angles": [0.785, 1.047, 1.571],
                        "controlled_operations": True
                    }
                }
            },
            
            "leon_quantum_algorithms": {
                "enabled": True,
                "hyperdimensional_mode": True,
                "dimensional_scaling": 1024,
                "quantum_interference": True,
                "harmonic_resonance": True,
                "folding_transformations": True,
                "algorithm_parameters": {
                    "rotation_matrix_size": 1024,
                    "fft_dimensions": "multi",
                    "interference_patterns": "complex",
                    "phase_coherence": 0.95
                }
            },
            
            "quantum_processing": {
                "gpu_acceleration": True,
                "cupy_precision": "complex64",
                "quantum_depth": 16,
                "coherence_threshold": 0.85,
                "dimensional_complexity_limit": 0.9,
                "parallel_processing": True,
                "memory_optimization": True
            },
            
            "ollama_integration": {
                "endpoint": "http://localhost:11434",
                "model_primary": "llama3.2",
                "model_fallback": "llama2",
                "context_length": 8192,
                "temperature_range": [0.1, 1.0],
                "timeout_seconds": 120,
                "retry_attempts": 3
            },
            
            "processing_pipeline": {
                "step1_extraction": {
                    "max_tokens": 2048,
                    "temperature": 0.7,
                    "chunk_size": 2000,
                    "max_chars": 200000,
                    "quantum_encoding": True
                },
                "step2_generation": {
                    "max_tokens": 16384,
                    "temperature": 1.0,
                    "chunk_token_limit": 4000,
                    "overlap_percent": 15,
                    "dimensional_analysis": True
                },
                "step3_optimization": {
                    "max_tokens": 16384,
                    "temperature": 0.8,
                    "chunk_size": 12000,
                    "overlap_percent": 25,
                    "tts_optimization": True
                },
                "step4_synthesis": {
                    "sample_rate": 22050,
                    "audio_format": "wav",
                    "quality": "high",
                    "quantum_enhancement": True
                }
            },
            
            "content_formats": {
                "supported_formats": [
                    "summary", "podcast", "interview", "lecture", "analysis",
                    "quantum-analysis", "hyperdimensional-summary", "panel-discussion",
                    "debate", "narration", "storytelling", "explainer", "tutorial"
                ],
                "quantum_formats": [
                    "quantum-analysis", "hyperdimensional-summary"
                ],
                "multi_speaker_formats": [
                    "podcast", "interview", "panel-discussion", "debate"
                ]
            },
            
            "speaker_configuration": {
                "host_voice": "primary",
                "co_host_voices": ["secondary", "tertiary", "quaternary", "quinary"],
                "voice_alternation": True,
                "emotional_modulation": True,
                "prosody_optimization": True
            },
            
            "security_settings": {
                "offline_only": True,
                "no_cloud_apis": True,
                "local_processing": True,
                "data_encryption": False,  # Not needed for offline
                "temp_file_cleanup": True,
                "secure_deletion": True
            },
            
            "performance_tuning": {
                "gpu_memory_limit": "auto",
                "cpu_threads": "auto",
                "parallel_chunks": 4,
                "cache_optimization": True,
                "memory_pooling": True,
                "quantum_circuit_caching": True
            },
            
            "logging_configuration": {
                "level": "INFO",
                "quantum_metrics": True,
                "dimensional_analysis": True,
                "circuit_performance": True,
                "file_rotation": True,
                "max_log_files": 10
            }
        }
        
        # Save master configuration
        with open(self.config_path, 'w') as f:
            json.dump(master_config, f, indent=2)
        
        logger.info(f"📄 Master quantum configuration created: {self.config_path}")
        return master_config
    
    def create_quantum_dockerfile(self) -> str:
        """Create Dockerfile for containerized deployment (optional)"""
        dockerfile_content = '''# Quantum Document Processor Container
# Offline-only operation with GPU acceleration
FROM nvidia/cuda:12.1-devel-ubuntu22.04

# Install system dependencies
RUN apt-get update && apt-get install -y \\
    python3 \\
    python3-pip \\
    curl \\
    wget \\
    git \\
    && rm -rf /var/lib/apt/lists/*

# Install Ollama
RUN curl -fsSL https://ollama.ai/install.sh | sh

# Set working directory
WORKDIR /quantum

# Copy requirements and install Python dependencies
COPY requirements.txt .
RUN pip3 install --no-cache-dir -r requirements.txt

# Copy quantum system files
COPY quantum_processor.py .
COPY quantum_server.py .
COPY quantum_launcher.py .
COPY quantum_integration.py .
COPY quantum_config.json .

# Create quantum directories
RUN mkdir -p quantum_output quantum_logs quantum_temp quantum_models quantum_cache

# Expose ports
EXPOSE 8000 8080 11434

# Health check
HEALTHCHECK --interval=30s --timeout=10s --start-period=60s \\
    CMD curl -f http://localhost:8000/quantum-health || exit 1

# Start quantum systems
CMD ["python3", "quantum_launcher.py", "--start", "--monitor"]
'''
        
        dockerfile_path = self.base_dir / "Dockerfile"
        dockerfile_path.write_text(dockerfile_content)
        
        logger.info(f"🐳 Dockerfile created: {dockerfile_path}")
        return str(dockerfile_path)
    
    def create_requirements_file(self) -> str:
        """Create comprehensive requirements.txt"""
        requirements = '''# Quantum Document Processor Requirements
# Core quantum processing
cupy-cuda12x>=12.0.0
qiskit-aer>=0.13.0
numpy>=1.24.0

# Web framework and API
fastapi>=0.104.0
uvicorn[standard]>=0.24.0
python-multipart>=0.0.6

# Document processing
PyPDF2>=3.0.0
python-docx>=0.8.11

# Audio processing
soundfile>=0.12.0
librosa>=0.10.0

# HTTP and networking
requests>=2.31.0
aiohttp>=3.9.0

# Data handling
pandas>=2.1.0
pickle5>=0.0.11

# System utilities
psutil>=5.9.0
tqdm>=4.66.0
python-dotenv>=1.0.0

# Async support
asyncio-mqtt>=0.16.0

# Optional TTS integration
# pyttsx3>=2.90  # Offline TTS option
# gtts>=2.4.0    # Google TTS (requires internet)

# Development and testing
pytest>=7.4.0
pytest-asyncio>=0.21.0
black>=23.0.0
isort>=5.12.0
'''
        
        requirements_path = self.base_dir / "requirements.txt"
        requirements_path.write_text(requirements)
        
        logger.info(f"📋 Requirements file created: {requirements_path}")
        return str(requirements_path)
    
    def create_installation_script(self) -> str:
        """Create automated installation script"""
        install_script = '''#!/bin/bash
# Quantum Document Processor Installation Script
# Automated setup for complete offline operation

set -e

echo "🌌 Quantum Document Processor Installation"
echo "=========================================="

# Check if running on Linux
if [[ "$OSTYPE" != "linux-gnu"* ]]; then
    echo "⚠️  This script is designed for Linux. For other systems, install manually."
fi

# Check for Python 3.12+
echo "🐍 Checking Python version..."
PYTHON_VERSION=$(python3 --version | cut -d' ' -f2 | cut -d'.' -f1,2)
REQUIRED_VERSION="3.12"

if (( $(echo "$PYTHON_VERSION < $REQUIRED_VERSION" | bc -l) )); then
    echo "❌ Python 3.12+ required. Current version: $PYTHON_VERSION"
    exit 1
fi

echo "✅ Python version acceptable: $PYTHON_VERSION"

# Check for CUDA (optional but recommended)
echo "🚀 Checking CUDA availability..."
if command -v nvidia-smi &> /dev/null; then
    echo "✅ NVIDIA GPU detected"
    nvidia-smi --query-gpu=name,memory.total --format=csv,noheader
else
    echo "⚠️  No NVIDIA GPU detected. CPU-only mode will be used."
fi

# Create virtual environment
echo "🌐 Creating quantum virtual environment..."
python3 -m venv quantum_venv
source quantum_venv/bin/activate

# Upgrade pip
echo "📦 Upgrading pip..."
pip install --upgrade pip

# Install quantum dependencies
echo "⚛️  Installing quantum processing dependencies..."
pip install cupy-cuda12x  # Adjust CUDA version as needed
pip install qiskit-aer
pip install numpy scipy

# Install web framework
echo "🌐 Installing web framework..."
pip install fastapi uvicorn python-multipart

# Install document processing
echo "📄 Installing document processing tools..."
pip install PyPDF2 python-docx

# Install audio processing
echo "🎵 Installing audio processing..."
pip install soundfile librosa

# Install remaining dependencies
echo "🔧 Installing remaining dependencies..."
pip install requests aiohttp pandas psutil tqdm python-dotenv

# Install Ollama
echo "🤖 Installing Ollama LLM server..."
curl -fsSL https://ollama.ai/install.sh | sh

# Download recommended model
echo "📥 Downloading recommended model..."
ollama pull llama3.2

# Create quantum directories
echo "📁 Creating quantum directories..."
mkdir -p quantum_output quantum_logs quantum_temp quantum_models quantum_cache

# Set permissions
chmod +x quantum_launcher.py
chmod +x quantum_integration.py

# Create desktop shortcut (optional)
if command -v desktop-file-install &> /dev/null; then
    echo "🖥️  Creating desktop shortcut..."
    cat > quantum_processor.desktop << EOF
[Desktop Entry]
Version=1.0
Type=Application
Name=Quantum Document Processor
Comment=AI-powered document processing with quantum enhancement
Exec=$(pwd)/quantum_launcher.py --start
Icon=$(pwd)/quantum_icon.png
Terminal=true
Categories=Office;Productivity;
EOF
    desktop-file-install --dir=$HOME/.local/share/applications quantum_processor.desktop
fi

echo ""
echo "✨ Quantum Document Processor Installation Complete!"
echo "=================================================="
echo ""
echo "🚀 To start the quantum systems:"
echo "   ./quantum_launcher.py --start"
echo ""
echo "🌐 Access points will be:"
echo "   📊 Quantum API: http://localhost:8000"
echo "   📖 API Documentation: http://localhost:8000/quantum-docs"
echo "   🌐 Web Interface: http://localhost:8080"
echo ""
echo "🎭 Rin's analytical circuits: READY"
echo "🔬 Leon's quantum algorithms: READY"
echo "⚛️  Hyperdimensional processing: ACTIVE"
echo ""
'''
        
        install_path = self.base_dir / "install.sh"
        install_path.write_text(install_script)
        install_path.chmod(0o755)  # Make executable
        
        logger.info(f"🛠️ Installation script created: {install_path}")
        return str(install_path)
    
    def create_readme(self) -> str:
        """Create comprehensive README documentation"""
        readme_content = '''# 🌌 Quantum Document Processor

![Quantum Processing](https://img.shields.io/badge/Quantum-Enhanced-blue)
![Offline Operation](https://img.shields.io/badge/Offline-Only-green)
![GPU Accelerated](https://img.shields.io/badge/GPU-Accelerated-orange)

A revolutionary AI-powered document processing system that combines **Rin Tohsaka's analytical magecraft** with **Leon's hyperdimensional quantum algorithms** for superior offline document transformation.

## ✨ Quantum Features

### 🎭 Rin's Analytical Circuits
- **Precision Text Analysis**: Quantum circuit-based semantic understanding
- **Error Correction**: Advanced analytical error detection and correction
- **Pattern Recognition**: Sophisticated document structure analysis
- **Methodical Processing**: Systematic approach to content transformation

### 🔬 Leon's Quantum Algorithms
- **Hyperdimensional Processing**: Multi-dimensional content analysis
- **Quantum Interference**: Advanced text chunking using quantum correlations
- **Dimensional Folding**: Optimal content organization through FFT transformations
- **Harmonic Resonance**: Natural boundary detection in text structures

### ⚛️ Core Capabilities
- **100% Offline Operation**: No internet required after setup
- **GPU Acceleration**: CuPy-powered quantum matrix operations
- **Local LLM Integration**: Ollama-based inference engine
- **Quantum-Enhanced TTS**: Advanced text-to-speech optimization
- **Multiple Output Formats**: Podcasts, summaries, interviews, and more

## 🚀 Quick Start

### Automated Installation
```bash
# Download and run the quantum installer
curl -fsSL https://raw.githubusercontent.com/your-repo/quantum-processor/main/install.sh | bash

# Or clone and install manually
git clone https://github.com/your-repo/quantum-processor.git
cd quantum-processor
chmod +x install.sh
./install.sh
```

### Manual Installation
```bash
# 1. Create virtual environment
python3 -m venv quantum_venv
source quantum_venv/bin/activate

# 2. Install dependencies
pip install -r requirements.txt

# 3. Install Ollama
curl -fsSL https://ollama.ai/install.sh | sh
ollama pull llama3.2

# 4. Create configuration
python3 quantum_integration.py --create-config

# 5. Start quantum systems
python3 quantum_launcher.py --start
```

## 🎯 Usage Examples

### Command Line Interface
```bash
# Basic quantum processing
python3 quantum_processor.py --pdf document.pdf --format summary

# Advanced quantum mode with Rin's circuits
python3 quantum_processor.py --pdf research.pdf --format quantum-analysis --style rin-analytical

# Leon's hyperdimensional processing
python3 quantum_processor.py --pdf paper.pdf --format hyperdimensional-summary --style leon-quantum

# Full podcast generation
python3 quantum_processor.py --pdf book.pdf --format podcast --length long --style casual
```

### API Usage
```python
import requests

# Upload and process document
files = {'pdf_file': open('document.pdf', 'rb')}
data = {
    'format_type': 'quantum-analysis',
    'quantum_mode': 'rin',
    'style': 'rin-analytical'
}

response = requests.post('http://localhost:8000/generate-quantum-podcast/', 
                        files=files, data=data)
job_id = response.json()['job_id']

# Monitor progress
status = requests.get(f'http://localhost:8000/quantum-job-status/{job_id}')
print(f"Status: {status.json()['status']}")

# Download result
audio = requests.get(f'http://localhost:8000/download-quantum-podcast/{job_id}')
with open('quantum_output.wav', 'wb') as f:
    f.write(audio.content)
```

### Web Interface
1. Start the quantum systems: `python3 quantum_launcher.py --start`
2. Open your browser to `http://localhost:8080`
3. Upload your PDF and configure quantum parameters
4. Monitor processing with real-time quantum metrics
5. Download your quantum-enhanced audio

## 🔧 Configuration

### Quantum Configuration File
```json
{
  "rin_analytical_circuits": {
    "precision_mode": "ultra_high",
    "analytical_depth": 12,
    "error_correction": true
  },
  "leon_quantum_algorithms": {
    "hyperdimensional_mode": true,
    "dimensional_scaling": 1024,
    "quantum_interference": true
  },
  "quantum_processing": {
    "gpu_acceleration": true,
    "quantum_depth": 16,
    "coherence_threshold": 0.85
  }
}
```

### Supported Formats
- **📝 summary**: Quantum-enhanced document summary
- **🎙️ podcast**: Multi-speaker conversational format
- **💬 interview**: Q&A style with expert insights
- **🎓 lecture**: Educational presentation format
- **🔍 analysis**: Deep analytical breakdown
- **🌌 quantum-analysis**: Rin's circuit-based analysis
- **🔬 hyperdimensional-summary**: Leon's quantum summary

### Processing Styles
- **🎯 normal**: Balanced quantum processing
- **🎓 academic**: Scholarly precision mode
- **💼 professional**: Business-oriented tone
- **😊 casual**: Relaxed conversational style
- **🎭 rin-analytical**: Rin's precise analytical approach
- **🔬 leon-quantum**: Leon's quantum explanatory style

## 🌐 System Architecture

```
┌─────────────────────────────────────────────────────────┐
│                 Quantum Processing Layer                │
├─────────────────────┬───────────────────────────────────┤
│  Rin's Analytical   │     Leon's Quantum Algorithms     │
│     Circuits        │                                   │
│  ┌─────────────┐   │  ┌─────────────┐ ┌─────────────┐  │
│  │Text Analysis│   │  │Dimensional  │ │Interference │  │
│  │   Circuit   │   │  │  Folding    │ │  Patterns   │  │
│  └─────────────┘   │  └─────────────┘ └─────────────┘  │
│  ┌─────────────┐   │  ┌─────────────┐ ┌─────────────┐  │
│  │ Structural  │   │  │  Harmonic   │ │  Quantum    │  │
│  │  Analysis   │   │  │ Resonance   │ │ Coherence   │  │
│  └─────────────┘   │  └─────────────┘ └─────────────┘  │
├─────────────────────┼───────────────────────────────────┤
│           GPU Acceleration (CuPy)                      │
├─────────────────────────────────────────────────────────┤
│               Local LLM (Ollama)                       │
├─────────────────────────────────────────────────────────┤
│            FastAPI Quantum Server                      │
└─────────────────────────────────────────────────────────┘
```

## 📊 Quantum Metrics

The system provides real-time quantum processing metrics:

- **🌀 Quantum Coherence**: Measure of processing quality (0-100%)
- **🔮 Dimensional Complexity**: Content complexity analysis (0-100%)
- **⚡ Processing Efficiency**: System performance metric (0-100%)
- **📈 Circuit Performance**: Individual circuit analysis
- **🎯 Accuracy Score**: Content transformation quality

## 🛠️ System Requirements

### Minimum Requirements
- **OS**: Linux, macOS, Windows 10+
- **Python**: 3.12+
- **RAM**: 8GB (16GB recommended)
- **Storage**: 10GB free space
- **Network**: Internet for initial setup only

### Recommended Configuration
- **GPU**: NVIDIA RTX 3060+ with 8GB+ VRAM
- **CPU**: 8+ cores, 3.0GHz+
- **RAM**: 32GB+
- **Storage**: SSD with 50GB+ free space

### Dependencies
- **cupy-cuda12x**: GPU acceleration
- **qiskit-aer**: Quantum circuit simulation
- **fastapi**: Web API framework
- **PyPDF2**: PDF processing
- **ollama**: Local LLM inference

## 🔧 Troubleshooting

### Common Issues

1. **Ollama Connection Failed**
   ```bash
   # Start Ollama service
   ollama serve
   
   # Verify connection
   curl http://localhost:11434/api/tags
   ```

2. **GPU Not Detected**
   ```bash
   # Check CUDA installation
   nvidia-smi
   
   # Reinstall CuPy with correct CUDA version
   pip install cupy-cuda12x  # Adjust version as needed
   ```

3. **Port Already in Use**
   ```bash
   # Check for conflicting processes
   lsof -i :8000
   lsof -i :11434
   
   # Kill conflicting processes
   sudo kill -9 <PID>
   ```

4. **Memory Issues**
   ```bash
   # Reduce quantum dimensions in config
   "dimensional_scaling": 256,  # Reduce from 1024
   "quantum_depth": 8,          # Reduce from 16
   ```

### Debug Mode
```bash
# Enable verbose logging
python3 quantum_launcher.py --start --verbose

# Run system diagnostics
python3 quantum_launcher.py --check-deps --test
```

## 🤝 Contributing

We welcome contributions to enhance the quantum processing capabilities:

1. **Fork the repository**
2. **Create a quantum branch**: `git checkout -b feature/quantum-enhancement`
3. **Implement improvements** following Rin's analytical precision
4. **Add quantum tests** ensuring Leon's dimensional accuracy
5. **Submit pull request** with detailed quantum metrics

### Development Setup
```bash
# Clone development version
git clone https://github.com/your-repo/quantum-processor.git
cd quantum-processor

# Install development dependencies
pip install -r requirements-dev.txt

# Run quantum tests
python3 -m pytest tests/ -v

# Check code quality
black . --check
isort . --check-only
```

## 📜 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## 🙏 Acknowledgments

- **Rin Tohsaka**: For inspiring analytical precision in magical circuit design
- **Leon**: For quantum dimensional algorithms and hyperdimensional processing concepts
- **Ollama Team**: For providing excellent local LLM infrastructure
- **Qiskit Team**: For quantum computing simulation capabilities
- **CuPy Team**: For GPU-accelerated computing framework

## 📞 Support

- **Documentation**: `http://localhost:8000/quantum-docs`
- **Issues**: GitHub Issues page
- **Discussions**: GitHub Discussions
- **Wiki**: Comprehensive quantum processing guide

---

*🌌 "Through the fusion of analytical magecraft and quantum algorithms, we transcend the boundaries of conventional document processing." - Quantum Processing Manifesto*

**Powered by Rin's Analytical Circuits & Leon's Quantum Algorithms**
'''
        
        readme_path = self.base_dir / "README.md"
        readme_path.write_text(readme_content)
        
        logger.info(f"📖 README documentation created: {readme_path}")
        return str(readme_path)
    
    def create_system_tests(self) -> str:
        """Create comprehensive system test suite"""
        test_content = '''#!/usr/bin/env python3
"""
Quantum Document Processor Test Suite
Comprehensive testing for all quantum components
"""

import pytest
import asyncio
import requests
import tempfile
import json
from pathlib import Path
import time

class TestQuantumSystem:
    """Test suite for quantum processing system"""
    
    @pytest.fixture
    def sample_config(self):
        """Sample quantum configuration for testing"""
        return {
            "rin_analytical_circuits": {
                "precision_mode": "high",
                "analytical_depth": 4
            },
            "leon_quantum_algorithms": {
                "dimensional_scaling": 128,
                "hyperdimensional_mode": True
            }
        }
    
    def test_quantum_dependencies(self):
        """Test all quantum dependencies are available"""
        try:
            import cupy as cp
            import qiskit_aer
            import fastapi
            import PyPDF2
            assert True
        except ImportError as e:
            pytest.fail(f"Missing dependency: {e}")
    
    def test_gpu_acceleration(self):
        """Test GPU acceleration functionality"""
        try:
            import cupy as cp
            test_array = cp.array([1, 2, 3, 4, 5])
            result = cp.sum(test_array)
            assert result == 15
        except Exception as e:
            pytest.skip(f"GPU not available: {e}")
    
    def test_quantum_circuits(self):
        """Test quantum circuit functionality"""
        from qiskit_aer import AerSimulator
        from qiskit import QuantumCircuit
        
        qc = QuantumCircuit(2)
        qc.h(0)
        qc.cx(0, 1)
        
        simulator = AerSimulator()
        assert simulator is not None
    
    def test_ollama_connection(self):
        """Test Ollama server connection"""
        try:
            response = requests.get("http://localhost:11434/api/tags", timeout=5)
            assert response.status_code == 200
        except requests.exceptions.RequestException:
            pytest.skip("Ollama server not running")
    
    def test_quantum_api_health(self):
        """Test quantum API server health"""
        try:
            response = requests.get("http://localhost:8000/quantum-health", timeout=5)
            assert response.status_code == 200
            
            health_data = response.json()
            assert "quantum_coherence" in health_data
        except requests.exceptions.RequestException:
            pytest.skip("Quantum API server not running")
    
    @pytest.mark.asyncio
    async def test_document_processing_pipeline(self, sample_config):
        """Test complete document processing pipeline"""
        # This would require a sample PDF file
        pytest.skip("Integration test - requires sample PDF")
    
    def test_configuration_validation(self, sample_config):
        """Test quantum configuration validation"""
        from quantum_processor import ProcessingConfig
        
        config = ProcessingConfig(**sample_config)
        assert config.dimensions > 0
        assert config.quantum_depth > 0

if __name__ == "__main__":
    pytest.main([__file__, "-v"])
'''
        
        test_path = self.base_dir / "test_quantum_system.py"
        test_path.write_text(test_content)
        
        logger.info(f"🧪 Test suite created: {test_path}")
        return str(test_path)
    
    def initialize_complete_system(self) -> bool:
        """Initialize the complete quantum processing system"""
        logger.info("🌌 Initializing complete quantum document processor...")
        
        try:
            # Create master configuration
            config = self.create_master_config()
            
            # Create all supporting files
            self.create_requirements_file()
            self.create_installation_script()
            self.create_readme()
            self.create_system_tests()
            
            # Optional containerization
            self.create_quantum_dockerfile()
            
            logger.info("✨ Complete quantum system initialization successful!")
            
            # Display system overview
            self.display_system_overview()
            
            return True
            
        except Exception as e:
            logger.error(f"❌ System initialization failed: {e}")
            return False
    
    def display_system_overview(self):
        """Display comprehensive system overview"""
        print("\n" + "="*80)
        print("🌌 QUANTUM DOCUMENT PROCESSOR - COMPLETE SYSTEM")
        print("="*80)
        print()
        print("🎭 Rin's Analytical Magecraft Components:")
        print("   ✅ Precision text analysis circuits")
        print("   ✅ Error correction algorithms") 
        print("   ✅ Semantic pattern recognition")
        print("   ✅ Methodical processing pipeline")
        print()
        print("🔬 Leon's Quantum Algorithms:")
        print("   ✅ Hyperdimensional processing")
        print("   ✅ Quantum interference patterns")
        print("   ✅ Dimensional folding transformations")
        print("   ✅ Harmonic resonance detection")
        print()
        print("⚛️ Quantum Infrastructure:")
        print("   ✅ GPU-accelerated processing (CuPy)")
        print("   ✅ Quantum circuit simulation (Qiskit-Aer)")
        print("   ✅ Local LLM inference (Ollama)")
        print("   ✅ FastAPI quantum server")
        print("   ✅ Web interface with real-time metrics")
        print()
        print("🚀 Quick Start Commands:")
        print("   1. Install: ./install.sh")
        print("   2. Launch: python3 quantum_launcher.py --start")
        print("   3. Access: http://localhost:8000 (API) | http://localhost:8080 (Web)")
        print()
        print("📊 Access Points:")
        print("   🌌 Quantum API: http://localhost:8000")
        print("   📖 Documentation: http://localhost:8000/quantum-docs")
        print("   🌐 Web Interface: http://localhost:8080")
        print("   🤖 Ollama LLM: http://localhost:11434")
        print()
        print("🎯 Supported Formats:")
        print("   📝 Summary | 🎙️ Podcast | 💬 Interview | 🎓 Lecture")
        print("   🌌 Quantum Analysis | 🔬 Hyperdimensional Summary")
        print()
        print("✨ Ready for hyperdimensional document transformation!")
        print("="*80 + "\n")

def main():
    """Main integration function"""
    parser = argparse.ArgumentParser(
        description="🌌 Quantum Document Processor Complete Integration",
        formatter_class=argparse.RawDescriptionHelpFormatter
    )
    
    parser.add_argument("--init", action="store_true",
                       help="Initialize complete quantum system")
    parser.add_argument("--create-config", action="store_true", 
                       help="Create master quantum configuration")
    parser.add_argument("--create-docs", action="store_true",
                       help="Create documentation files")
    parser.add_argument("--create-install", action="store_true",
                       help="Create installation script")
    parser.add_argument("--create-tests", action="store_true",
                       help="Create test suite")
    parser.add_argument("--overview", action="store_true",
                       help="Display system overview")
    
    args = parser.parse_args()
    
    integrator = QuantumSystemIntegrator()
    
    if args.init:
        success = integrator.initialize_complete_system()
        sys.exit(0 if success else 1)
    
    if args.create_config:
        integrator.create_master_config()
    
    if args.create_docs:
        integrator.create_readme()
    
    if args.create_install:
        integrator.create_installation_script()
    
    if args.create_tests:
        integrator.create_system_tests()
    
    if args.overview:
        integrator.display_system_overview()
    
    if not any(vars(args).values()):
        parser.print_help()

if __name__ == "__main__":
    main()