# resilience_module.py import datetime from logging_testing_module import log_event class SystemResilienceManager: """Provides self-healing, optimization, and error recovery routines.""" def __init__(self): self.state = { "last_health_check": None, "hallucination_count": 0, "auto_restarts": 0, "failures": [] } def check_system_health(self, data: dict, temp_threshold=35): self.state["last_health_check"] = datetime.datetime.utcnow().isoformat() if data["weather"]["temperature"] > temp_threshold: log_event("HEALTH_WARNING", {"temp": data["weather"]["temperature"]}) return False return True def detect_hallucination(self, explanation: str) -> bool: red_flags = ["unknown", "magic", "best guess", "hypothetical", "imaginary"] if any(flag in explanation.lower() for flag in red_flags): self.state["hallucination_count"] += 1 log_event("HALLUCINATION_ALERT", {"explanation": explanation}) return True return False def optimize_response(self, response: str) -> str: optimized = response.strip().replace("\n", " ").replace(" ", " ") log_event("RESPONSE_OPTIMIZED", {"original_length": len(response), "optimized_length": len(optimized)}) return optimized def attempt_self_healing(self, module_name: str): self.state["auto_restarts"] += 1 action = f"Restarted or reloaded module: {module_name}" log_event("SELF_HEALING", {"module": module_name, "action": action}) return action