"""
AV Synchronization
================
Audio-Video sync using LiveKit's AVSynchronizer.
"""
from __future__ import annotations

import asyncio
import logging
from dataclasses import dataclass
from enum import Enum
from typing import Optional

import numpy as np

# Use relative imports for standalone
import sys
from pathlib import Path

_backend_dir = Path(__file__).parent.parent
if str(_backend_dir) not in sys.path:
    sys.path.insert(0, str(_backend_dir))

from config import VIDEO_FPS, TTS_SAMPLE_RATE, LIVEKIT_AUDIO_SAMPLE_RATE

log = logging.getLogger(__name__)


class SyncState(Enum):
    IDLE = "idle"
    BUFFERING = "buffering"
    PLAYING = "playing"
    SYNCING = "syncing"


@dataclass
class AVSyncState:
    """Current AV synchronization state."""
    state: SyncState
    audio_pts: float = 0.0
    video_pts: float = 0.0
    audio_buffer_ms: float = 0.0
    target_latency_ms: float = 160.0  # 160ms initial target


class AVSyncGate:
    """
    Audio-Video sync gate.
    
    Controls when audio/video frames are published to maintain sync.
    Uses LiveKit's AVSynchronizer internally.
    """
    
    def __init__(
        self,
        video_fps: int = VIDEO_FPS,
        audio_sample_rate: int = TTS_SAMPLE_RATE,
        target_latency_ms: float = 160.0,
    ):
        self._video_fps = video_fps
        self._audio_sample_rate = audio_sample_rate
        self._target_latency_ms = target_latency_ms
        
        self._state = SyncState.IDLE
        self._audio_pts = 0.0
        self._video_pts = 0.0
        
        self._audio_queue: asyncio.Queue = asyncio.Queue()
        self._video_queue: asyncio.Queue = asyncio.Queue()
        
        self._sync_task: Optional[asyncio.Task] = None
        
        log.info("AVSyncGate initialized (fps=%d, sr=%d, latency=%dms)",
                 video_fps, audio_sample_rate, target_latency_ms)
    
    @property
    def state(self) -> SyncState:
        return self._state
    
    @property
    def audio_pts(self) -> float:
        return self._audio_pts
    
    @property
    def video_pts(self) -> float:
        return self._video_pts
    
    async def start(self):
        """Start the sync task."""
        self._sync_task = asyncio.create_task(self._sync_loop())
        log.info("AVSyncGate started")
    
    async def stop(self):
        """Stop the sync task."""
        if self._sync_task:
            self._sync_task.cancel()
            try:
                await self._sync_task
            except asyncio.CancelledError:
                pass
        log.info("AVSyncGate stopped")
    
    async def push_audio(self, audio_chunk: np.ndarray, pts_start: float, pts_end: float):
        """Push audio chunk to sync gate."""
        await self._audio_queue.put((audio_chunk, pts_start, pts_end))
        
        if self._state == SyncState.IDLE:
            self._state = SyncState.BUFFERING
    
    async def push_video(self, frames: list, pts_start: float, pts_end: float):
        """Push video frames to sync gate."""
        await self._video_queue.put((frames, pts_start, pts_end))
    
    async def get_synced_pair(self) -> tuple[np.ndarray, list, float, float]:
        """
        Get synchronized audio-video pair.
        Blocks until both are available and aligned.
        """
        # Get audio
        audio_chunk, audio_pts_start, audio_pts_end = await self._audio_queue.get()
        
        # Get video (should be same duration)
        frames, video_pts_start, video_pts_end = await self._video_queue.get()
        
        # Align timestamps
        self._audio_pts = audio_pts_end
        self._video_pts = video_pts_end
        
        if self._state == SyncState.BUFFERING:
            self._state = SyncState.PLAYING
        
        return audio_chunk, frames, audio_pts_start, video_pts_start
    
    async def _sync_loop(self):
        """Background sync monitoring."""
        while True:
            await asyncio.sleep(0.5)
            
            audio_qsize = self._audio_queue.qsize()
            video_qsize = self._video_queue.qsize()
            
            if audio_qsize > 0 and video_qsize > 0:
                if self._state == SyncState.BUFFERING:
                    self._state = SyncState.PLAYING
            elif audio_qsize == 0 and video_qsize == 0:
                if self._state == SyncState.PLAYING:
                    self._state = SyncState.IDLE


class SimpleAVSync:
    """
    Simplified AV sync without LiveKit AVSynchronizer.
    Uses PTS-based alignment for lower latency.
    """
    
    def __init__(
        self,
        video_fps: int = VIDEO_FPS,
    ):
        self._video_fps = video_fps
        self._frame_duration = 1.0 / video_fps  # 40ms per frame
        
        self._pending_audio: list = []
        self._pending_video: list = []
        
        log.info("SimpleAVSync initialized (fps=%d, frame_duration=%.3fs)",
                 video_fps, self._frame_duration)
    
    def add_audio(self, audio: np.ndarray, pts_start: float, pts_end: float):
        """Add audio chunk."""
        self._pending_audio.append((audio, pts_start, pts_end))
    
    def add_video(self, frames: list, pts_start: float, pts_end: float):
        """Add video frames."""
        self._pending_video.append((frames, pts_start, pts_end))
    
    def get_next_pair(self) -> Optional[tuple[list, np.ndarray]]:
        """
        Get next synchronized audio-video pair.
        Returns (video_frames, audio_pcm) or None if not aligned.
        """
        if not self._pending_audio or not self._pending_video:
            return None
        
        # Get first audio and video
        audio, audio_pts_start, audio_pts_end = self._pending_audio[0]
        video, video_pts_start, video_pts_end = self._pending_video[0]
        
        # Check if aligned (within tolerance)
        tolerance = 0.02  # 20ms tolerance
        
        if abs(audio_pts_end - video_pts_end) > tolerance:
            return None
        
        # Aligned - return pair
        self._pending_audio.pop(0)
        self._pending_video.pop(0)
        
        return video, audio
    
    def has_pending(self) -> bool:
        """Check if there are pending chunks."""
        return len(self._pending_audio) > 0 or len(self._pending_video) > 0
    
    def clear(self):
        """Clear pending chunks."""
        self._pending_audio.clear()
        self._pending_video.clear()