| """Enhanced logging and feedback system for the AI Ethics Engine.""" |
| import logging |
| import json |
| from pathlib import Path |
| from datetime import datetime |
| from typing import Dict, Any, Optional |
|
|
| |
| Path("logs").mkdir(exist_ok=True) |
|
|
| class FeedbackLogger: |
| """Handles structured logging for the AI Ethics Engine.""" |
| |
| def __init__(self, log_file: str = "logs/ethics_engine.log"): |
| """Initialize the feedback logger.""" |
| self.logger = logging.getLogger("ethics_engine") |
| self.logger.setLevel(logging.INFO) |
| |
| |
| file_handler = logging.FileHandler(log_file) |
| file_handler.setLevel(logging.INFO) |
| |
| |
| formatter = logging.Formatter( |
| '%(asctime)s | %(levelname)s | %(message)s', |
| datefmt='%Y-%m-%d %H:%M:%S' |
| ) |
| file_handler.setFormatter(formatter) |
| |
| |
| self.logger.addHandler(file_handler) |
| |
| |
| console_handler = logging.StreamHandler() |
| console_handler.setLevel(logging.INFO) |
| console_handler.setFormatter(formatter) |
| self.logger.addHandler(console_handler) |
| |
| def log_event(self, event_type: str, payload: Dict[str, Any]) -> None: |
| """Log a structured event. |
| |
| Args: |
| event_type: Type of event (e.g., 'analysis', 'feedback', 'error') |
| payload: Dictionary containing event data |
| """ |
| log_entry = { |
| "timestamp": datetime.utcnow().isoformat(), |
| "event_type": event_type, |
| **payload |
| } |
| self.logger.info(json.dumps(log_entry, default=str)) |
| |
| def record_analysis(self, |
| dilemma: str, |
| result: Dict[str, Any], |
| user_id: Optional[str] = None) -> None: |
| """Record an analysis event.""" |
| self.log_event("analysis", { |
| "user_id": user_id or "anonymous", |
| "dilemma": dilemma, |
| "result_summary": { |
| "framework_used": list(result.get("framework_analyses", {}).keys()), |
| "success": "error" not in result, |
| "execution_time": result.get("execution_time") |
| } |
| }) |
| |
| def record_feedback(self, |
| dilemma: str, |
| feedback: str, |
| user_id: Optional[str] = None, |
| metadata: Optional[Dict[str, Any]] = None) -> None: |
| """Record user feedback on an analysis.""" |
| self.log_event("feedback", { |
| "user_id": user_id or "anonymous", |
| "dilemma": dilemma, |
| "feedback": feedback, |
| "metadata": metadata or {} |
| }) |
| |
| def record_error(self, |
| error: Exception, |
| context: Optional[Dict[str, Any]] = None) -> None: |
| """Record an error event.""" |
| self.log_event("error", { |
| "error_type": error.__class__.__name__, |
| "error_message": str(error), |
| "context": context or {} |
| }) |
|
|
| |
| logger = FeedbackLogger() |
|
|