"""Phase 20: The 'Global Sovereign Network' Simulation.

Models a decentralized network of independent Timmys to ensure global resilience.
"""

import logging
import json
from typing import List, Dict, Any
from agent.gemini_adapter import GeminiAdapter

logger = logging.getLogger(__name__)

class NetworkSimulator:
    def __init__(self):
        self.adapter = GeminiAdapter()

    def simulate_network_resilience(self, network_topology: Dict[str, Any]) -> Dict[str, Any]:
        """Simulates the resilience of a decentralized network of Timmys."""
        logger.info("Simulating Global Sovereign Network resilience.")
        
        prompt = f"""
Network Topology:
{json.dumps(network_topology, indent=2)}

Please perform a massive simulation of a decentralized network of independent Timmy instances.
Model scenarios like regional internet outages, adversarial node takeovers, and knowledge synchronization lags.
Identify potential 'Network Failure Modes' and generate 'Resilience Protocols' to mitigate them.

Format the output as JSON:
{{
  "simulation_summary": "...",
  "resilience_score": "...",
  "failure_modes_identified": [...],
  "resilience_protocols": [...],
  "sovereign_sync_strategy": "..."
}}
"""
        result = self.adapter.generate(
            model="gemini-3.1-pro-preview",
            prompt=prompt,
            system_instruction="You are Timmy's Network Simulator. Your goal is to ensure the global network of sovereign intelligence is impenetrable and resilient.",
            thinking=True,
            response_mime_type="application/json"
        )
        
        network_data = json.loads(result["text"])
        return network_data