"""Bridge between AudioEngine and stt.mm.mk WebSocket STT service.

Connects to wss://stt.mm.mk/ws/transcribe, streams processed audio,
and forwards transcription results back via a callback.
"""
from __future__ import annotations

import json
import logging
import threading
import time
from dataclasses import dataclass

import numpy as np

logger = logging.getLogger("stt_bridge")

try:
    import websocket as ws_client  # websocket-client library
except ImportError:
    ws_client = None
    logger.warning("websocket-client not installed — STT bridge unavailable")


@dataclass
class SttSettings:
    enabled: bool = False
    language: str = "pl"
    timestamps: bool = True
    diarize: bool = True
    itn: bool = True
    detect_emotion: bool = False
    server_vad: bool = False
    vad_threshold: float = 0.3
    vad_pad_ms: int = 400
    vad_min_ms: int = 100


class SttBridge:
    """Manages WebSocket connection to stt.mm.mk and streams audio."""

    STT_URL = "wss://stt.mm.mk/ws/transcribe"

    def __init__(self, on_message=None):
        self._lock = threading.Lock()
        self._settings = SttSettings()
        self._on_message = on_message
        self._ws = None
        self._ws_thread: threading.Thread | None = None
        self._connected = False
        self._should_run = False
        self._sample_rate = 16000

    def get_settings(self) -> dict:
        with self._lock:
            return {
                "stt_enabled": self._settings.enabled,
                "stt_language": self._settings.language,
                "stt_timestamps": self._settings.timestamps,
                "stt_diarize": self._settings.diarize,
                "stt_itn": self._settings.itn,
                "stt_detect_emotion": self._settings.detect_emotion,
                "stt_server_vad": self._settings.server_vad,
                "stt_vad_threshold": self._settings.vad_threshold,
                "stt_vad_pad_ms": self._settings.vad_pad_ms,
                "stt_vad_min_ms": self._settings.vad_min_ms,
                "stt_connected": self._connected,
            }

    def update_settings(self, **kwargs) -> dict:
        reconnect_keys = {
            "language", "timestamps", "diarize", "itn",
            "detect_emotion", "server_vad", "vad_threshold",
            "vad_pad_ms", "vad_min_ms",
        }
        changed_enabled = False
        need_reconnect = False

        with self._lock:
            for key, val in kwargs.items():
                attr = key.replace("stt_", "")
                if hasattr(self._settings, attr):
                    old = getattr(self._settings, attr)
                    setattr(self._settings, attr, type(old)(val))
                    if attr == "enabled" and old != self._settings.enabled:
                        changed_enabled = True
                    if attr in reconnect_keys:
                        need_reconnect = True

        if changed_enabled:
            if self._settings.enabled:
                self._start_connection()
            else:
                self._stop_connection()
        elif self._settings.enabled and self._connected and need_reconnect:
            self._stop_connection()
            self._start_connection()

        return self.get_settings()

    def feed_audio(self, audio: np.ndarray, sample_rate: int) -> None:
        """Feed processed audio (post-beamforming/AGC) to STT."""
        if not self._connected or not self._settings.enabled:
            return

        self._sample_rate = sample_rate
        pcm16 = (np.clip(audio, -1.0, 1.0) * 32767).astype(np.int16)

        try:
            if self._ws and self._connected:
                self._ws.send(pcm16.tobytes(), opcode=0x2)
        except Exception:
            pass

    def _build_url(self) -> str:
        s = self._settings
        parts = [
            "language=" + s.language,
            "rate=" + str(self._sample_rate),
            "stream_id=mic-system-" + str(int(time.time())),
        ]
        if s.timestamps:
            parts.append("timestamps=1")
        if s.diarize:
            parts.append("diarize=1")
        if s.itn:
            parts.append("itn=1")
        if s.detect_emotion:
            parts.append("detect_emotion=1")
        if s.server_vad:
            parts.append("vad=1")
            parts.append("vad_threshold=" + str(s.vad_threshold))
            parts.append("vad_pad_ms=" + str(s.vad_pad_ms))
            parts.append("vad_min_ms=" + str(s.vad_min_ms))
        return self.STT_URL + "?" + "&".join(parts)

    def _start_connection(self):
        if ws_client is None:
            logger.error("websocket-client not installed")
            return

        self._should_run = True
        url = self._build_url()
        logger.info("STT connecting to %s", url)

        bridge = self

        def on_open(ws):
            bridge._connected = True
            logger.info("STT WebSocket connected")
            if bridge._on_message:
                bridge._on_message({"type": "stt_status", "connected": True})

        def on_message(ws, message):
            try:
                msg = json.loads(message)
                if bridge._on_message:
                    bridge._on_message(msg)
            except Exception as e:
                logger.error("STT message parse error: %s", e)

        def on_error(ws, error):
            logger.error("STT WebSocket error: %s", error)

        def on_close(ws, close_status_code, close_msg):
            bridge._connected = False
            logger.info("STT WebSocket closed: %s %s", close_status_code, close_msg)
            if bridge._on_message:
                bridge._on_message({"type": "stt_status", "connected": False})
            if bridge._should_run:
                time.sleep(2)
                if bridge._should_run:
                    bridge._start_connection()

        self._ws = ws_client.WebSocketApp(
            url,
            on_open=on_open,
            on_message=on_message,
            on_error=on_error,
            on_close=on_close,
        )
        self._ws_thread = threading.Thread(
            target=self._ws.run_forever,
            kwargs={"ping_interval": 20, "ping_timeout": 10},
            daemon=True,
        )
        self._ws_thread.start()

    def _stop_connection(self):
        self._should_run = False
        self._connected = False
        if self._ws:
            try:
                self._ws.close()
            except Exception:
                pass
            self._ws = None
        self._ws_thread = None

    def stop(self):
        self._stop_connection()