"""
Retry Loop Detector - Detects API retry patterns that waste tokens
"""

from typing import List, Dict, Any, Optional


class RetryLoopDetector:
    """Detects when the same request is retried multiple times"""
    
    def __init__(self, 
                 config: Optional[Dict[str, Any]] = None,
                 max_retries: int = 3,
                 time_window_minutes: int = 5, 
                 max_retry_interval_minutes: int = 2):
        self.config = config or {}
        self.name = "RetryLoopDetector"
        
        # Store configuration parameters
        self.max_retries = max_retries
        self.time_window_minutes = time_window_minutes
        self.max_retry_interval_minutes = max_retry_interval_minutes
        
    def detect(self, traces: List[Dict[str, Any]]) -> List[Dict[str, Any]]:
        """
        Detect retry loop patterns in traces
        
        Args:
            traces: List of parsed traces to analyze
            
        Returns:
            List of detected issues
        """
        issues = []
        
        # TODO: Implement retry loop detection logic
        # For now, return empty list to prevent import errors
        
        return issues