"""
Retry utilities for SPARKNET
Provides robust retry mechanisms for LLM calls and external services
Following FAANG best practices for fault tolerance
"""

import asyncio
from functools import wraps
from typing import Callable, Type, Tuple, Optional, Any
from loguru import logger
from tenacity import (
    retry,
    stop_after_attempt,
    wait_exponential,
    retry_if_exception_type,
    before_sleep_log,
    RetryError,
)


# Common transient exceptions that should trigger retries
TRANSIENT_EXCEPTIONS: Tuple[Type[Exception], ...] = (
    ConnectionError,
    TimeoutError,
    asyncio.TimeoutError,
)


def with_retry(
    max_attempts: int = 3,
    min_wait: float = 1.0,
    max_wait: float = 60.0,
    exceptions: Optional[Tuple[Type[Exception], ...]] = None,
):
    """
    Decorator for adding retry logic to functions.

    Uses exponential backoff with jitter for optimal retry behavior.

    Args:
        max_attempts: Maximum number of retry attempts
        min_wait: Minimum wait time between retries (seconds)
        max_wait: Maximum wait time between retries (seconds)
        exceptions: Tuple of exception types to retry on

    Returns:
        Decorated function with retry logic

    Example:
        @with_retry(max_attempts=3)
        async def call_llm(prompt: str) -> str:
            ...
    """
    retry_exceptions = exceptions or TRANSIENT_EXCEPTIONS

    def decorator(func: Callable) -> Callable:
        @wraps(func)
        @retry(
            stop=stop_after_attempt(max_attempts),
            wait=wait_exponential(multiplier=1, min=min_wait, max=max_wait),
            retry=retry_if_exception_type(retry_exceptions),
            before_sleep=before_sleep_log(logger, log_level="WARNING"),
            reraise=True,
        )
        async def async_wrapper(*args, **kwargs):
            return await func(*args, **kwargs)

        @wraps(func)
        @retry(
            stop=stop_after_attempt(max_attempts),
            wait=wait_exponential(multiplier=1, min=min_wait, max=max_wait),
            retry=retry_if_exception_type(retry_exceptions),
            before_sleep=before_sleep_log(logger, log_level="WARNING"),
            reraise=True,
        )
        def sync_wrapper(*args, **kwargs):
            return func(*args, **kwargs)

        if asyncio.iscoroutinefunction(func):
            return async_wrapper
        return sync_wrapper

    return decorator


def with_fallback(
    fallback_value: Any,
    exceptions: Optional[Tuple[Type[Exception], ...]] = None,
    log_level: str = "WARNING",
):
    """
    Decorator that returns a fallback value on exception.

    Args:
        fallback_value: Value to return if function raises
        exceptions: Exception types to catch (default: all)
        log_level: Log level for exception logging

    Returns:
        Decorated function with fallback behavior

    Example:
        @with_fallback(fallback_value=[], exceptions=(ValueError,))
        def get_results() -> List[str]:
            ...
    """
    catch_exceptions = exceptions or (Exception,)

    def decorator(func: Callable) -> Callable:
        @wraps(func)
        async def async_wrapper(*args, **kwargs):
            try:
                return await func(*args, **kwargs)
            except catch_exceptions as e:
                getattr(logger, log_level.lower())(
                    f"{func.__name__} failed with {type(e).__name__}: {e}, returning fallback"
                )
                return fallback_value

        @wraps(func)
        def sync_wrapper(*args, **kwargs):
            try:
                return func(*args, **kwargs)
            except catch_exceptions as e:
                getattr(logger, log_level.lower())(
                    f"{func.__name__} failed with {type(e).__name__}: {e}, returning fallback"
                )
                return fallback_value

        if asyncio.iscoroutinefunction(func):
            return async_wrapper
        return sync_wrapper

    return decorator


class CircuitBreaker:
    """
    Circuit breaker pattern implementation for protecting external services.

    States:
    - CLOSED: Normal operation, requests pass through
    - OPEN: Failures exceeded threshold, requests fail immediately
    - HALF_OPEN: Testing if service recovered

    Example:
        breaker = CircuitBreaker(failure_threshold=5, recovery_timeout=30)

        async with breaker:
            result = await call_external_service()
    """

    CLOSED = "CLOSED"
    OPEN = "OPEN"
    HALF_OPEN = "HALF_OPEN"

    def __init__(
        self,
        failure_threshold: int = 5,
        recovery_timeout: float = 30.0,
        name: str = "default",
    ):
        self.failure_threshold = failure_threshold
        self.recovery_timeout = recovery_timeout
        self.name = name

        self._state = self.CLOSED
        self._failure_count = 0
        self._last_failure_time: Optional[float] = None
        self._lock = asyncio.Lock()

    @property
    def state(self) -> str:
        return self._state

    async def __aenter__(self):
        async with self._lock:
            if self._state == self.OPEN:
                # Check if recovery timeout has passed
                if self._last_failure_time:
                    elapsed = asyncio.get_event_loop().time() - self._last_failure_time
                    if elapsed >= self.recovery_timeout:
                        self._state = self.HALF_OPEN
                        logger.info(f"Circuit breaker '{self.name}' entering HALF_OPEN state")
                    else:
                        raise CircuitBreakerError(
                            f"Circuit breaker '{self.name}' is OPEN, retry in {self.recovery_timeout - elapsed:.1f}s"
                        )
        return self

    async def __aexit__(self, exc_type, exc_val, exc_tb):
        async with self._lock:
            if exc_type is not None:
                self._failure_count += 1
                self._last_failure_time = asyncio.get_event_loop().time()

                if self._failure_count >= self.failure_threshold:
                    self._state = self.OPEN
                    logger.warning(
                        f"Circuit breaker '{self.name}' OPENED after {self._failure_count} failures"
                    )
            else:
                # Success - reset on successful call
                if self._state == self.HALF_OPEN:
                    self._state = self.CLOSED
                    self._failure_count = 0
                    logger.info(f"Circuit breaker '{self.name}' recovered to CLOSED state")
                elif self._state == self.CLOSED:
                    self._failure_count = 0

        return False  # Don't suppress exceptions


class CircuitBreakerError(Exception):
    """Raised when circuit breaker is open."""
    pass