run.sh

#!/bin/bash
# Quick run script for the AI Car Maintenance Predictor

echo "🚗 AI Car Maintenance Predictor - Quick Start"
echo "=============================================="

# Navigate to project directory
cd "/Users/jasonwilliam/Desktop/ai maintainence"

# Activate virtual environment
source venv/bin/activate

echo "📊 Choose an option:"
echo "1. Run Data Pipeline (scraper + preprocessing + training)"
echo "2. Launch Dashboard"
echo "3. Test Utilities"
echo "4. View Project Structure"

read -p "Enter choice (1-4): " choice

case $choice in
    1)
        echo "🔄 Running complete data pipeline..."
        python src/scraper.py
        python src/preprocess.py
        python src/train_model.py
        echo "✅ Pipeline complete!"
        ;;
    2)
        echo "🚀 Launching Streamlit dashboard..."
        streamlit run app/dashboard.py --server.headless=true
        ;;
    3)
        echo "🧪 Testing utility functions..."
        python src/utils.py
        ;;
    4)
        echo "📁 Project structure:"
        tree -I 'venv|__pycache__|*.pyc|.git' -L 3
        ;;
    *)
        echo "❌ Invalid choice"
        ;;
esac