main.py

import asyncio
import logging
import json
import requests
from config import API_KEY, THRESHOLD_LATENCY
from api.starlink_api import StarlinkAPI
from ai.model import load_model, predict_latency
from connection.connection_manager import switch_connection

# Setup logging
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')

class HybridConnectivityManager:
    def __init__(self, api_key):
        self.starlink_api = StarlinkAPI(api_key)
        self.model = load_model()
        self.current_connection = None

    async def monitor_connection(self):
        while True:
            try:
                # Get current connection status from Starlink
                connection_status = await self.get_connection_status()
                
                # Predict latency using the AI model
                predicted_latency = await self.predict_latency(connection_status)

                # Determine the best connection
                new_connection = switch_connection(self.current_connection, predicted_latency, THRESHOLD_LATENCY)

                if new_connection != self.current_connection:
                    logging.info(f"Switching connection from {self.current_connection} to {new_connection}")
                    self.current_connection = new_connection
                    await self.switch_connection_logic(new_connection)

            except Exception as e:
                logging.error(f"Error in monitoring connection: {e}")

            await asyncio.sleep(5)  # Wait before the next check

    async def get_connection_status(self):
        return await asyncio.to_thread(self.starlink_api.get_connection_status)

    async def predict_latency(self, connection_status):
        return await asyncio.to_thread(predict_latency, self.model, connection_status)

    async def switch_connection_logic(self, new_connection):
        # Implement the logic to switch connections here
        # This could involve API calls, changing configurations, etc.
        pass

async def main():
    connectivity_manager = HybridConnectivityManager(API_KEY)
    await connectivity_manager.monitor_connection()

if __name__ == "__main__":
    asyncio.run(main())