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| # 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 |