"""
Telegram platform adapter.

Uses python-telegram-bot library for:
- Receiving messages from users/groups
- Sending responses back
- Handling media and commands
"""

import asyncio
import logging
import os
import re
from typing import Dict, List, Optional, Any

logger = logging.getLogger(__name__)

try:
    from telegram import Update, Bot, Message
    from telegram.ext import (
        Application,
        CommandHandler,
        MessageHandler as TelegramMessageHandler,
        ContextTypes,
        filters,
    )
    from telegram.constants import ParseMode, ChatType
    TELEGRAM_AVAILABLE = True
except ImportError:
    TELEGRAM_AVAILABLE = False
    Update = Any
    Bot = Any
    Message = Any
    Application = Any
    CommandHandler = Any
    TelegramMessageHandler = Any
    filters = None
    ParseMode = None
    ChatType = None

    # Mock ContextTypes so type annotations using ContextTypes.DEFAULT_TYPE
    # don't crash during class definition when the library isn't installed.
    class _MockContextTypes:
        DEFAULT_TYPE = Any
    ContextTypes = _MockContextTypes

import sys
from pathlib import Path as _Path
sys.path.insert(0, str(_Path(__file__).resolve().parents[2]))

from gateway.config import Platform, PlatformConfig
from gateway.platforms.base import (
    BasePlatformAdapter,
    MessageEvent,
    MessageType,
    SendResult,
    cache_image_from_bytes,
    cache_audio_from_bytes,
    cache_document_from_bytes,
    SUPPORTED_DOCUMENT_TYPES,
)


def check_telegram_requirements() -> bool:
    """Check if Telegram dependencies are available."""
    return TELEGRAM_AVAILABLE


# Matches every character that MarkdownV2 requires to be backslash-escaped
# when it appears outside a code span or fenced code block.
_MDV2_ESCAPE_RE = re.compile(r'([_*\[\]()~`>#\+\-=|{}.!\\])')


def _escape_mdv2(text: str) -> str:
    """Escape Telegram MarkdownV2 special characters with a preceding backslash."""
    return _MDV2_ESCAPE_RE.sub(r'\\\1', text)


def _strip_mdv2(text: str) -> str:
    """Strip MarkdownV2 escape backslashes to produce clean plain text.

    Also removes MarkdownV2 formatting markers so the fallback
    doesn't show stray syntax characters from format_message conversion.
    """
    # Remove escape backslashes before special characters
    cleaned = re.sub(r'\\([_*\[\]()~`>#\+\-=|{}.!\\])', r'\1', text)
    # Remove MarkdownV2 bold markers that format_message converted from **bold**
    cleaned = re.sub(r'\*([^*]+)\*', r'\1', cleaned)
    # Remove MarkdownV2 italic markers that format_message converted from *italic*
    # Use word boundary (\b) to avoid breaking snake_case like my_variable_name
    cleaned = re.sub(r'(?<!\w)_([^_]+)_(?!\w)', r'\1', cleaned)
    # Remove MarkdownV2 strikethrough markers (~text~ → text)
    cleaned = re.sub(r'~([^~]+)~', r'\1', cleaned)
    # Remove MarkdownV2 spoiler markers (||text|| → text)
    cleaned = re.sub(r'\|\|([^|]+)\|\|', r'\1', cleaned)
    return cleaned


class TelegramAdapter(BasePlatformAdapter):
    """
    Telegram bot adapter.
    
    Handles:
    - Receiving messages from users and groups
    - Sending responses with Telegram markdown
    - Forum topics (thread_id support)
    - Media messages
    """
    
    # Telegram message limits
    MAX_MESSAGE_LENGTH = 4096
    MEDIA_GROUP_WAIT_SECONDS = 0.8
    
    def __init__(self, config: PlatformConfig):
        super().__init__(config, Platform.TELEGRAM)
        self._app: Optional[Application] = None
        self._bot: Optional[Bot] = None
        # Buffer rapid/album photo updates so Telegram image bursts are handled
        # as a single MessageEvent instead of self-interrupting multiple turns.
        self._media_batch_delay_seconds = float(os.getenv("HERMES_TELEGRAM_MEDIA_BATCH_DELAY_SECONDS", "0.8"))
        self._pending_photo_batches: Dict[str, MessageEvent] = {}
        self._pending_photo_batch_tasks: Dict[str, asyncio.Task] = {}
        self._media_group_events: Dict[str, MessageEvent] = {}
        self._media_group_tasks: Dict[str, asyncio.Task] = {}
        # Buffer rapid text messages so Telegram client-side splits of long
        # messages are aggregated into a single MessageEvent.
        self._text_batch_delay_seconds = float(os.getenv("HERMES_TELEGRAM_TEXT_BATCH_DELAY_SECONDS", "0.6"))
        self._pending_text_batches: Dict[str, MessageEvent] = {}
        self._pending_text_batch_tasks: Dict[str, asyncio.Task] = {}
        self._token_lock_identity: Optional[str] = None
        self._polling_error_task: Optional[asyncio.Task] = None
        self._polling_conflict_count: int = 0
        self._polling_network_error_count: int = 0
        self._polling_error_callback_ref = None

    @staticmethod
    def _looks_like_polling_conflict(error: Exception) -> bool:
        text = str(error).lower()
        return (
            error.__class__.__name__.lower() == "conflict"
            or "terminated by other getupdates request" in text
            or "another bot instance is running" in text
        )

    @staticmethod
    def _looks_like_network_error(error: Exception) -> bool:
        """Return True for transient network errors that warrant a reconnect attempt."""
        name = error.__class__.__name__.lower()
        if name in ("networkerror", "timedout", "connectionerror"):
            return True
        try:
            from telegram.error import NetworkError, TimedOut
            if isinstance(error, (NetworkError, TimedOut)):
                return True
        except ImportError:
            pass
        return isinstance(error, OSError)

    async def _handle_polling_network_error(self, error: Exception) -> None:
        """Reconnect polling after a transient network interruption.

        Triggered by NetworkError/TimedOut in the polling error callback, which
        happen when the host loses connectivity (Mac sleep, WiFi switch, VPN
        reconnect, etc.).  The gateway process stays alive but the long-poll
        connection silently dies; without this handler the bot never recovers.

        Strategy: exponential back-off (5s, 10s, 20s, 40s, 60s cap) up to
        MAX_NETWORK_RETRIES attempts, then mark the adapter retryable-fatal so
        the supervisor restarts the gateway process.
        """
        if self.has_fatal_error:
            return

        MAX_NETWORK_RETRIES = 10
        BASE_DELAY = 5
        MAX_DELAY = 60

        self._polling_network_error_count += 1
        attempt = self._polling_network_error_count

        if attempt > MAX_NETWORK_RETRIES:
            message = (
                "Telegram polling could not reconnect after %d network error retries. "
                "Restarting gateway." % MAX_NETWORK_RETRIES
            )
            logger.error("[%s] %s Last error: %s", self.name, message, error)
            self._set_fatal_error("telegram_network_error", message, retryable=True)
            await self._notify_fatal_error()
            return

        delay = min(BASE_DELAY * (2 ** (attempt - 1)), MAX_DELAY)
        logger.warning(
            "[%s] Telegram network error (attempt %d/%d), reconnecting in %ds. Error: %s",
            self.name, attempt, MAX_NETWORK_RETRIES, delay, error,
        )
        await asyncio.sleep(delay)

        try:
            if self._app and self._app.updater and self._app.updater.running:
                await self._app.updater.stop()
        except Exception:
            pass

        try:
            await self._app.updater.start_polling(
                allowed_updates=Update.ALL_TYPES,
                drop_pending_updates=False,
                error_callback=self._polling_error_callback_ref,
            )
            logger.info(
                "[%s] Telegram polling resumed after network error (attempt %d)",
                self.name, attempt,
            )
            self._polling_network_error_count = 0
        except Exception as retry_err:
            logger.warning("[%s] Telegram polling reconnect failed: %s", self.name, retry_err)
            # The next network error will trigger another attempt.

    async def _handle_polling_conflict(self, error: Exception) -> None:
        if self.has_fatal_error and self.fatal_error_code == "telegram_polling_conflict":
            return
        # Track consecutive conflicts — transient 409s can occur when a
        # previous gateway instance hasn't fully released its long-poll
        # session on Telegram's server (e.g. during --replace handoffs or
        # systemd Restart=on-failure respawns).  Retry a few times before
        # giving up, so the old session has time to expire.
        self._polling_conflict_count += 1

        MAX_CONFLICT_RETRIES = 3
        RETRY_DELAY = 10  # seconds

        if self._polling_conflict_count <= MAX_CONFLICT_RETRIES:
            logger.warning(
                "[%s] Telegram polling conflict (%d/%d), will retry in %ds. Error: %s",
                self.name, self._polling_conflict_count, MAX_CONFLICT_RETRIES,
                RETRY_DELAY, error,
            )
            try:
                if self._app and self._app.updater and self._app.updater.running:
                    await self._app.updater.stop()
            except Exception:
                pass
            await asyncio.sleep(RETRY_DELAY)
            try:
                await self._app.updater.start_polling(
                    allowed_updates=Update.ALL_TYPES,
                    drop_pending_updates=False,
                    error_callback=self._polling_error_callback_ref,
                )
                logger.info("[%s] Telegram polling resumed after conflict retry %d", self.name, self._polling_conflict_count)
                self._polling_conflict_count = 0  # reset on success
                return
            except Exception as retry_err:
                logger.warning("[%s] Telegram polling retry failed: %s", self.name, retry_err)
                # Don't fall through to fatal yet — wait for the next conflict
                # to trigger another retry attempt (up to MAX_CONFLICT_RETRIES).
                return

        # Exhausted retries — fatal
        message = (
            "Another Telegram bot poller is already using this token. "
            "Hermes stopped Telegram polling after %d retries. "
            "Make sure only one gateway instance is running for this bot token."
            % MAX_CONFLICT_RETRIES
        )
        logger.error("[%s] %s Original error: %s", self.name, message, error)
        self._set_fatal_error("telegram_polling_conflict", message, retryable=False)
        try:
            if self._app and self._app.updater:
                await self._app.updater.stop()
        except Exception as stop_error:
            logger.warning("[%s] Failed stopping Telegram polling after conflict: %s", self.name, stop_error, exc_info=True)
        await self._notify_fatal_error()

    async def connect(self) -> bool:
        """Connect to Telegram and start polling for updates."""
        if not TELEGRAM_AVAILABLE:
            logger.error(
                "[%s] python-telegram-bot not installed. Run: pip install python-telegram-bot",
                self.name,
            )
            return False
        
        if not self.config.token:
            logger.error("[%s] No bot token configured", self.name)
            return False
        
        try:
            from gateway.status import acquire_scoped_lock

            self._token_lock_identity = self.config.token
            acquired, existing = acquire_scoped_lock(
                "telegram-bot-token",
                self._token_lock_identity,
                metadata={"platform": self.platform.value},
            )
            if not acquired:
                owner_pid = existing.get("pid") if isinstance(existing, dict) else None
                message = (
                    "Another local Hermes gateway is already using this Telegram bot token"
                    + (f" (PID {owner_pid})." if owner_pid else ".")
                    + " Stop the other gateway before starting a second Telegram poller."
                )
                logger.error("[%s] %s", self.name, message)
                self._set_fatal_error("telegram_token_lock", message, retryable=False)
                return False

            # Build the application
            self._app = Application.builder().token(self.config.token).build()
            self._bot = self._app.bot
            
            # Register handlers
            self._app.add_handler(TelegramMessageHandler(
                filters.TEXT & ~filters.COMMAND,
                self._handle_text_message
            ))
            self._app.add_handler(TelegramMessageHandler(
                filters.COMMAND,
                self._handle_command
            ))
            self._app.add_handler(TelegramMessageHandler(
                filters.LOCATION | getattr(filters, "VENUE", filters.LOCATION),
                self._handle_location_message
            ))
            self._app.add_handler(TelegramMessageHandler(
                filters.PHOTO | filters.VIDEO | filters.AUDIO | filters.VOICE | filters.Document.ALL | filters.Sticker.ALL,
                self._handle_media_message
            ))
            
            # Start polling — retry initialize() for transient TLS resets
            try:
                from telegram.error import NetworkError, TimedOut
            except ImportError:
                NetworkError = TimedOut = OSError  # type: ignore[misc,assignment]
            _max_connect = 3
            for _attempt in range(_max_connect):
                try:
                    await self._app.initialize()
                    break
                except (NetworkError, TimedOut, OSError) as init_err:
                    if _attempt < _max_connect - 1:
                        wait = 2 ** _attempt
                        logger.warning(
                            "[%s] Connect attempt %d/%d failed: %s — retrying in %ds",
                            self.name, _attempt + 1, _max_connect, init_err, wait,
                        )
                        await asyncio.sleep(wait)
                    else:
                        raise
            await self._app.start()
            loop = asyncio.get_running_loop()

            def _polling_error_callback(error: Exception) -> None:
                if self._polling_error_task and not self._polling_error_task.done():
                    return
                if self._looks_like_polling_conflict(error):
                    self._polling_error_task = loop.create_task(self._handle_polling_conflict(error))
                elif self._looks_like_network_error(error):
                    logger.warning("[%s] Telegram network error, scheduling reconnect: %s", self.name, error)
                    self._polling_error_task = loop.create_task(self._handle_polling_network_error(error))
                else:
                    logger.error("[%s] Telegram polling error: %s", self.name, error, exc_info=True)

            # Store reference for retry use in _handle_polling_conflict
            self._polling_error_callback_ref = _polling_error_callback

            await self._app.updater.start_polling(
                allowed_updates=Update.ALL_TYPES,
                drop_pending_updates=True,
                error_callback=_polling_error_callback,
            )
            
            # Register bot commands so Telegram shows a hint menu when users type /
            # List is derived from the central COMMAND_REGISTRY — adding a new
            # gateway command there automatically adds it to the Telegram menu.
            try:
                from telegram import BotCommand
                from hermes_cli.commands import telegram_bot_commands
                await self._bot.set_my_commands([
                    BotCommand(name, desc) for name, desc in telegram_bot_commands()
                ])
            except Exception as e:
                logger.warning(
                    "[%s] Could not register Telegram command menu: %s",
                    self.name,
                    e,
                    exc_info=True,
                )
            
            self._mark_connected()
            logger.info("[%s] Connected and polling for Telegram updates", self.name)
            return True
            
        except Exception as e:
            if self._token_lock_identity:
                try:
                    from gateway.status import release_scoped_lock
                    release_scoped_lock("telegram-bot-token", self._token_lock_identity)
                except Exception:
                    pass
            message = f"Telegram startup failed: {e}"
            self._set_fatal_error("telegram_connect_error", message, retryable=True)
            logger.error("[%s] Failed to connect to Telegram: %s", self.name, e, exc_info=True)
            return False
    
    async def disconnect(self) -> None:
        """Stop polling, cancel pending album flushes, and disconnect."""
        pending_media_group_tasks = list(self._media_group_tasks.values())
        for task in pending_media_group_tasks:
            task.cancel()
        if pending_media_group_tasks:
            await asyncio.gather(*pending_media_group_tasks, return_exceptions=True)
        self._media_group_tasks.clear()
        self._media_group_events.clear()

        if self._app:
            try:
                # Only stop the updater if it's running
                if self._app.updater and self._app.updater.running:
                    await self._app.updater.stop()
                if self._app.running:
                    await self._app.stop()
                await self._app.shutdown()
            except Exception as e:
                logger.warning("[%s] Error during Telegram disconnect: %s", self.name, e, exc_info=True)
        if self._token_lock_identity:
            try:
                from gateway.status import release_scoped_lock
                release_scoped_lock("telegram-bot-token", self._token_lock_identity)
            except Exception as e:
                logger.warning("[%s] Error releasing Telegram token lock: %s", self.name, e, exc_info=True)

        for task in self._pending_photo_batch_tasks.values():
            if task and not task.done():
                task.cancel()
        self._pending_photo_batch_tasks.clear()
        self._pending_photo_batches.clear()

        self._mark_disconnected()
        self._app = None
        self._bot = None
        self._token_lock_identity = None
        logger.info("[%s] Disconnected from Telegram", self.name)

    async def send(
        self,
        chat_id: str,
        content: str,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None
    ) -> SendResult:
        """Send a message to a Telegram chat."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")
        
        try:
            # Format and split message if needed
            formatted = self.format_message(content)
            chunks = self.truncate_message(formatted, self.MAX_MESSAGE_LENGTH)
            if len(chunks) > 1:
                # truncate_message appends a raw " (1/2)" suffix. Escape the
                # MarkdownV2-special parentheses so Telegram doesn't reject the
                # chunk and fall back to plain text.
                chunks = [
                    re.sub(r" \((\d+)/(\d+)\)$", r" \\(\1/\2\\)", chunk)
                    for chunk in chunks
                ]
            
            message_ids = []
            thread_id = metadata.get("thread_id") if metadata else None
            
            try:
                from telegram.error import NetworkError as _NetErr
            except ImportError:
                _NetErr = OSError  # type: ignore[misc,assignment]

            for i, chunk in enumerate(chunks):
                msg = None
                for _send_attempt in range(3):
                    try:
                        # Try Markdown first, fall back to plain text if it fails
                        try:
                            msg = await self._bot.send_message(
                                chat_id=int(chat_id),
                                text=chunk,
                                parse_mode=ParseMode.MARKDOWN_V2,
                                reply_to_message_id=int(reply_to) if reply_to and i == 0 else None,
                                message_thread_id=int(thread_id) if thread_id else None,
                            )
                        except Exception as md_error:
                            # Markdown parsing failed, try plain text
                            if "parse" in str(md_error).lower() or "markdown" in str(md_error).lower():
                                logger.warning("[%s] MarkdownV2 parse failed, falling back to plain text: %s", self.name, md_error)
                                plain_chunk = _strip_mdv2(chunk)
                                msg = await self._bot.send_message(
                                    chat_id=int(chat_id),
                                    text=plain_chunk,
                                    parse_mode=None,
                                    reply_to_message_id=int(reply_to) if reply_to and i == 0 else None,
                                    message_thread_id=int(thread_id) if thread_id else None,
                                )
                            else:
                                raise
                        break  # success
                    except _NetErr as send_err:
                        if _send_attempt < 2:
                            wait = 2 ** _send_attempt
                            logger.warning("[%s] Network error on send (attempt %d/3), retrying in %ds: %s",
                                           self.name, _send_attempt + 1, wait, send_err)
                            await asyncio.sleep(wait)
                        else:
                            raise
                message_ids.append(str(msg.message_id))
            
            return SendResult(
                success=True,
                message_id=message_ids[0] if message_ids else None,
                raw_response={"message_ids": message_ids}
            )
            
        except Exception as e:
            logger.error("[%s] Failed to send Telegram message: %s", self.name, e, exc_info=True)
            return SendResult(success=False, error=str(e))

    async def edit_message(
        self,
        chat_id: str,
        message_id: str,
        content: str,
    ) -> SendResult:
        """Edit a previously sent Telegram message."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")
        try:
            formatted = self.format_message(content)
            try:
                await self._bot.edit_message_text(
                    chat_id=int(chat_id),
                    message_id=int(message_id),
                    text=formatted,
                    parse_mode=ParseMode.MARKDOWN_V2,
                )
            except Exception as fmt_err:
                # "Message is not modified" is a no-op, not an error
                if "not modified" in str(fmt_err).lower():
                    return SendResult(success=True, message_id=message_id)
                # Fallback: retry without markdown formatting
                await self._bot.edit_message_text(
                    chat_id=int(chat_id),
                    message_id=int(message_id),
                    text=content,
                )
            return SendResult(success=True, message_id=message_id)
        except Exception as e:
            err_str = str(e).lower()
            # "Message is not modified" — content identical, treat as success
            if "not modified" in err_str:
                return SendResult(success=True, message_id=message_id)
            # Message too long — content exceeded 4096 chars (e.g. during
            # streaming).  Truncate and succeed so the stream consumer can
            # split the overflow into a new message instead of dying.
            if "message_too_long" in err_str or "too long" in err_str:
                truncated = content[: self.MAX_MESSAGE_LENGTH - 20] + "…"
                try:
                    await self._bot.edit_message_text(
                        chat_id=int(chat_id),
                        message_id=int(message_id),
                        text=truncated,
                    )
                except Exception:
                    pass  # best-effort truncation
                return SendResult(success=True, message_id=message_id)
            # Flood control / RetryAfter — back off and retry once
            retry_after = getattr(e, "retry_after", None)
            if retry_after is not None or "retry after" in err_str:
                wait = retry_after if retry_after else 1.0
                logger.warning(
                    "[%s] Telegram flood control, waiting %.1fs",
                    self.name, wait,
                )
                await asyncio.sleep(wait)
                try:
                    await self._bot.edit_message_text(
                        chat_id=int(chat_id),
                        message_id=int(message_id),
                        text=content,
                    )
                    return SendResult(success=True, message_id=message_id)
                except Exception as retry_err:
                    logger.error(
                        "[%s] Edit retry failed after flood wait: %s",
                        self.name, retry_err,
                    )
                    return SendResult(success=False, error=str(retry_err))
            logger.error(
                "[%s] Failed to edit Telegram message %s: %s",
                self.name,
                message_id,
                e,
                exc_info=True,
            )
            return SendResult(success=False, error=str(e))

    async def send_voice(
        self,
        chat_id: str,
        audio_path: str,
        caption: Optional[str] = None,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None,
        **kwargs,
    ) -> SendResult:
        """Send audio as a native Telegram voice message or audio file."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")
        
        try:
            import os
            if not os.path.exists(audio_path):
                return SendResult(success=False, error=f"Audio file not found: {audio_path}")
            
            with open(audio_path, "rb") as audio_file:
                # .ogg files -> send as voice (round playable bubble)
                if audio_path.endswith(".ogg") or audio_path.endswith(".opus"):
                    _voice_thread = metadata.get("thread_id") if metadata else None
                    msg = await self._bot.send_voice(
                        chat_id=int(chat_id),
                        voice=audio_file,
                        caption=caption[:1024] if caption else None,
                        reply_to_message_id=int(reply_to) if reply_to else None,
                        message_thread_id=int(_voice_thread) if _voice_thread else None,
                    )
                else:
                    # .mp3 and others -> send as audio file
                    _audio_thread = metadata.get("thread_id") if metadata else None
                    msg = await self._bot.send_audio(
                        chat_id=int(chat_id),
                        audio=audio_file,
                        caption=caption[:1024] if caption else None,
                        reply_to_message_id=int(reply_to) if reply_to else None,
                        message_thread_id=int(_audio_thread) if _audio_thread else None,
                    )
            return SendResult(success=True, message_id=str(msg.message_id))
        except Exception as e:
            logger.error(
                "[%s] Failed to send Telegram voice/audio, falling back to base adapter: %s",
                self.name,
                e,
                exc_info=True,
            )
            return await super().send_voice(chat_id, audio_path, caption, reply_to)
    
    async def send_image_file(
        self,
        chat_id: str,
        image_path: str,
        caption: Optional[str] = None,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None,
        **kwargs,
    ) -> SendResult:
        """Send a local image file natively as a Telegram photo."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")

        try:
            import os
            if not os.path.exists(image_path):
                return SendResult(success=False, error=f"Image file not found: {image_path}")

            _thread = metadata.get("thread_id") if metadata else None
            with open(image_path, "rb") as image_file:
                msg = await self._bot.send_photo(
                    chat_id=int(chat_id),
                    photo=image_file,
                    caption=caption[:1024] if caption else None,
                    reply_to_message_id=int(reply_to) if reply_to else None,
                    message_thread_id=int(_thread) if _thread else None,
                )
            return SendResult(success=True, message_id=str(msg.message_id))
        except Exception as e:
            logger.error(
                "[%s] Failed to send Telegram local image, falling back to base adapter: %s",
                self.name,
                e,
                exc_info=True,
            )
            return await super().send_image_file(chat_id, image_path, caption, reply_to)

    async def send_document(
        self,
        chat_id: str,
        file_path: str,
        caption: Optional[str] = None,
        file_name: Optional[str] = None,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None,
        **kwargs,
    ) -> SendResult:
        """Send a document/file natively as a Telegram file attachment."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")

        try:
            if not os.path.exists(file_path):
                return SendResult(success=False, error=f"File not found: {file_path}")

            display_name = file_name or os.path.basename(file_path)
            _thread = metadata.get("thread_id") if metadata else None

            with open(file_path, "rb") as f:
                msg = await self._bot.send_document(
                    chat_id=int(chat_id),
                    document=f,
                    filename=display_name,
                    caption=caption[:1024] if caption else None,
                    reply_to_message_id=int(reply_to) if reply_to else None,
                    message_thread_id=int(_thread) if _thread else None,
                )
            return SendResult(success=True, message_id=str(msg.message_id))
        except Exception as e:
            print(f"[{self.name}] Failed to send document: {e}")
            return await super().send_document(chat_id, file_path, caption, file_name, reply_to)

    async def send_video(
        self,
        chat_id: str,
        video_path: str,
        caption: Optional[str] = None,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None,
        **kwargs,
    ) -> SendResult:
        """Send a video natively as a Telegram video message."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")

        try:
            if not os.path.exists(video_path):
                return SendResult(success=False, error=f"Video file not found: {video_path}")

            _thread = metadata.get("thread_id") if metadata else None
            with open(video_path, "rb") as f:
                msg = await self._bot.send_video(
                    chat_id=int(chat_id),
                    video=f,
                    caption=caption[:1024] if caption else None,
                    reply_to_message_id=int(reply_to) if reply_to else None,
                    message_thread_id=int(_thread) if _thread else None,
                )
            return SendResult(success=True, message_id=str(msg.message_id))
        except Exception as e:
            print(f"[{self.name}] Failed to send video: {e}")
            return await super().send_video(chat_id, video_path, caption, reply_to)

    async def send_image(
        self,
        chat_id: str,
        image_url: str,
        caption: Optional[str] = None,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None,
    ) -> SendResult:
        """Send an image natively as a Telegram photo.
        
        Tries URL-based send first (fast, works for <5MB images).
        Falls back to downloading and uploading as file (supports up to 10MB).
        """
        if not self._bot:
            return SendResult(success=False, error="Not connected")
        
        try:
            # Telegram can send photos directly from URLs (up to ~5MB)
            _photo_thread = metadata.get("thread_id") if metadata else None
            msg = await self._bot.send_photo(
                chat_id=int(chat_id),
                photo=image_url,
                caption=caption[:1024] if caption else None,  # Telegram caption limit
                reply_to_message_id=int(reply_to) if reply_to else None,
                message_thread_id=int(_photo_thread) if _photo_thread else None,
            )
            return SendResult(success=True, message_id=str(msg.message_id))
        except Exception as e:
            logger.warning(
                "[%s] URL-based send_photo failed, trying file upload: %s",
                self.name,
                e,
                exc_info=True,
            )
            # Fallback: download and upload as file (supports up to 10MB)
            try:
                import httpx
                async with httpx.AsyncClient(timeout=30.0) as client:
                    resp = await client.get(image_url)
                    resp.raise_for_status()
                    image_data = resp.content
                
                msg = await self._bot.send_photo(
                    chat_id=int(chat_id),
                    photo=image_data,
                    caption=caption[:1024] if caption else None,
                    reply_to_message_id=int(reply_to) if reply_to else None,
                )
                return SendResult(success=True, message_id=str(msg.message_id))
            except Exception as e2:
                logger.error(
                    "[%s] File upload send_photo also failed: %s",
                    self.name,
                    e2,
                    exc_info=True,
                )
                # Final fallback: send URL as text
                return await super().send_image(chat_id, image_url, caption, reply_to)
    
    async def send_animation(
        self,
        chat_id: str,
        animation_url: str,
        caption: Optional[str] = None,
        reply_to: Optional[str] = None,
        metadata: Optional[Dict[str, Any]] = None,
    ) -> SendResult:
        """Send an animated GIF natively as a Telegram animation (auto-plays inline)."""
        if not self._bot:
            return SendResult(success=False, error="Not connected")
        
        try:
            _anim_thread = metadata.get("thread_id") if metadata else None
            msg = await self._bot.send_animation(
                chat_id=int(chat_id),
                animation=animation_url,
                caption=caption[:1024] if caption else None,
                reply_to_message_id=int(reply_to) if reply_to else None,
                message_thread_id=int(_anim_thread) if _anim_thread else None,
            )
            return SendResult(success=True, message_id=str(msg.message_id))
        except Exception as e:
            logger.error(
                "[%s] Failed to send Telegram animation, falling back to photo: %s",
                self.name,
                e,
                exc_info=True,
            )
            # Fallback: try as a regular photo
            return await self.send_image(chat_id, animation_url, caption, reply_to)

    async def send_typing(self, chat_id: str, metadata: Optional[Dict[str, Any]] = None) -> None:
        """Send typing indicator."""
        if self._bot:
            try:
                _typing_thread = metadata.get("thread_id") if metadata else None
                await self._bot.send_chat_action(
                    chat_id=int(chat_id),
                    action="typing",
                    message_thread_id=int(_typing_thread) if _typing_thread else None,
                )
            except Exception as e:
                # Typing failures are non-fatal; log at debug level only.
                logger.debug(
                    "[%s] Failed to send Telegram typing indicator: %s",
                    self.name,
                    e,
                    exc_info=True,
                )
    
    async def get_chat_info(self, chat_id: str) -> Dict[str, Any]:
        """Get information about a Telegram chat."""
        if not self._bot:
            return {"name": "Unknown", "type": "dm"}
        
        try:
            chat = await self._bot.get_chat(int(chat_id))
            
            chat_type = "dm"
            if chat.type == ChatType.GROUP:
                chat_type = "group"
            elif chat.type == ChatType.SUPERGROUP:
                chat_type = "group"
                if chat.is_forum:
                    chat_type = "forum"
            elif chat.type == ChatType.CHANNEL:
                chat_type = "channel"
            
            return {
                "name": chat.title or chat.full_name or str(chat_id),
                "type": chat_type,
                "username": chat.username,
                "is_forum": getattr(chat, "is_forum", False),
            }
        except Exception as e:
            logger.error(
                "[%s] Failed to get Telegram chat info for %s: %s",
                self.name,
                chat_id,
                e,
                exc_info=True,
            )
            return {"name": str(chat_id), "type": "dm", "error": str(e)}
    
    def format_message(self, content: str) -> str:
        """
        Convert standard markdown to Telegram MarkdownV2 format.

        Protected regions (code blocks, inline code) are extracted first so
        their contents are never modified.  Standard markdown constructs
        (headers, bold, italic, links) are translated to MarkdownV2 syntax,
        and all remaining special characters are escaped.
        """
        if not content:
            return content

        placeholders: dict = {}
        counter = [0]

        def _ph(value: str) -> str:
            """Stash *value* behind a placeholder token that survives escaping."""
            key = f"\x00PH{counter[0]}\x00"
            counter[0] += 1
            placeholders[key] = value
            return key

        text = content

        # 1) Protect fenced code blocks (``` ... ```)
        #    Per MarkdownV2 spec, \ and ` inside pre/code must be escaped.
        def _protect_fenced(m):
            raw = m.group(0)
            # Split off opening ``` (with optional language) and closing ```
            open_end = raw.index('\n') + 1 if '\n' in raw[3:] else 3
            opening = raw[:open_end]
            body_and_close = raw[open_end:]
            body = body_and_close[:-3]
            body = body.replace('\\', '\\\\').replace('`', '\\`')
            return _ph(opening + body + '```')

        text = re.sub(
            r'(```(?:[^\n]*\n)?[\s\S]*?```)',
            _protect_fenced,
            text,
        )

        # 2) Protect inline code (`...`)
        #    Escape \ inside inline code per MarkdownV2 spec.
        text = re.sub(
            r'(`[^`]+`)',
            lambda m: _ph(m.group(0).replace('\\', '\\\\')),
            text,
        )

        # 3) Convert markdown links – escape the display text; inside the URL
        #    only ')' and '\' need escaping per the MarkdownV2 spec.
        def _convert_link(m):
            display = _escape_mdv2(m.group(1))
            url = m.group(2).replace('\\', '\\\\').replace(')', '\\)')
            return _ph(f'[{display}]({url})')

        text = re.sub(r'\[([^\]]+)\]\(([^)]+)\)', _convert_link, text)

        # 4) Convert markdown headers (## Title) → bold *Title*
        def _convert_header(m):
            inner = m.group(1).strip()
            # Strip redundant bold markers that may appear inside a header
            inner = re.sub(r'\*\*(.+?)\*\*', r'\1', inner)
            return _ph(f'*{_escape_mdv2(inner)}*')

        text = re.sub(
            r'^#{1,6}\s+(.+)$', _convert_header, text, flags=re.MULTILINE
        )

        # 5) Convert bold: **text** → *text* (MarkdownV2 bold)
        text = re.sub(
            r'\*\*(.+?)\*\*',
            lambda m: _ph(f'*{_escape_mdv2(m.group(1))}*'),
            text,
        )

        # 6) Convert italic: *text* (single asterisk) → _text_ (MarkdownV2 italic)
        #    [^*\n]+ prevents matching across newlines (which would corrupt
        #    bullet lists using * markers and multi-line content).
        text = re.sub(
            r'\*([^*\n]+)\*',
            lambda m: _ph(f'_{_escape_mdv2(m.group(1))}_'),
            text,
        )

        # 7) Convert strikethrough: ~~text~~ → ~text~ (MarkdownV2)
        text = re.sub(
            r'~~(.+?)~~',
            lambda m: _ph(f'~{_escape_mdv2(m.group(1))}~'),
            text,
        )

        # 8) Convert spoiler: ||text|| → ||text|| (protect from | escaping)
        text = re.sub(
            r'\|\|(.+?)\|\|',
            lambda m: _ph(f'||{_escape_mdv2(m.group(1))}||'),
            text,
        )

        # 9) Convert blockquotes: > at line start → protect > from escaping
        text = re.sub(
            r'^(>{1,3}) (.+)$',
            lambda m: _ph(m.group(1) + ' ' + _escape_mdv2(m.group(2))),
            text,
            flags=re.MULTILINE,
        )

        # 10) Escape remaining special characters in plain text
        text = _escape_mdv2(text)

        # 11) Restore placeholders in reverse insertion order so that
        #    nested references (a placeholder inside another) resolve correctly.
        for key in reversed(list(placeholders.keys())):
            text = text.replace(key, placeholders[key])

        # 12) Safety net: escape unescaped ( ) { } that slipped through
        #     placeholder processing.  Split the text into code/non-code
        #     segments so we never touch content inside ``` or ` spans.
        _code_split = re.split(r'(```[\s\S]*?```|`[^`]+`)', text)
        _safe_parts = []
        for _idx, _seg in enumerate(_code_split):
            if _idx % 2 == 1:
                # Inside code span/block — leave untouched
                _safe_parts.append(_seg)
            else:
                # Outside code — escape bare ( ) { }
                def _esc_bare(m, _seg=_seg):
                    s = m.start()
                    ch = m.group(0)
                    # Already escaped
                    if s > 0 and _seg[s - 1] == '\\':
                        return ch
                    # ( that opens a MarkdownV2 link [text](url)
                    if ch == '(' and s > 0 and _seg[s - 1] == ']':
                        return ch
                    # ) that closes a link URL
                    if ch == ')':
                        before = _seg[:s]
                        if '](http' in before or '](' in before:
                            # Check depth
                            depth = 0
                            for j in range(s - 1, max(s - 2000, -1), -1):
                                if _seg[j] == '(':
                                    depth -= 1
                                    if depth < 0:
                                        if j > 0 and _seg[j - 1] == ']':
                                            return ch
                                        break
                                elif _seg[j] == ')':
                                    depth += 1
                    return '\\' + ch
                _safe_parts.append(re.sub(r'[(){}]', _esc_bare, _seg))
        text = ''.join(_safe_parts)

        return text
    
    async def _handle_text_message(self, update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
        """Handle incoming text messages.

        Telegram clients split long messages into multiple updates.  Buffer
        rapid successive text messages from the same user/chat and aggregate
        them into a single MessageEvent before dispatching.
        """
        if not update.message or not update.message.text:
            return

        event = self._build_message_event(update.message, MessageType.TEXT)
        self._enqueue_text_event(event)
    
    async def _handle_command(self, update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
        """Handle incoming command messages."""
        if not update.message or not update.message.text:
            return
        
        event = self._build_message_event(update.message, MessageType.COMMAND)
        await self.handle_message(event)
    
    async def _handle_location_message(self, update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
        """Handle incoming location/venue pin messages."""
        if not update.message:
            return

        msg = update.message
        venue = getattr(msg, "venue", None)
        location = getattr(venue, "location", None) if venue else getattr(msg, "location", None)

        if not location:
            return

        lat = getattr(location, "latitude", None)
        lon = getattr(location, "longitude", None)
        if lat is None or lon is None:
            return

        # Build a text message with coordinates and context
        parts = ["[The user shared a location pin.]"]
        if venue:
            title = getattr(venue, "title", None)
            address = getattr(venue, "address", None)
            if title:
                parts.append(f"Venue: {title}")
            if address:
                parts.append(f"Address: {address}")
        parts.append(f"latitude: {lat}")
        parts.append(f"longitude: {lon}")
        parts.append(f"Map: https://www.google.com/maps/search/?api=1&query={lat},{lon}")
        parts.append("Ask what they'd like to find nearby (restaurants, cafes, etc.) and any preferences.")

        event = self._build_message_event(msg, MessageType.LOCATION)
        event.text = "\n".join(parts)
        await self.handle_message(event)

    # ------------------------------------------------------------------
    # Text message aggregation (handles Telegram client-side splits)
    # ------------------------------------------------------------------

    def _text_batch_key(self, event: MessageEvent) -> str:
        """Session-scoped key for text message batching."""
        from gateway.session import build_session_key
        return build_session_key(
            event.source,
            group_sessions_per_user=self.config.extra.get("group_sessions_per_user", True),
        )

    def _enqueue_text_event(self, event: MessageEvent) -> None:
        """Buffer a text event and reset the flush timer.

        When Telegram splits a long user message into multiple updates,
        they arrive within a few hundred milliseconds.  This method
        concatenates them and waits for a short quiet period before
        dispatching the combined message.
        """
        key = self._text_batch_key(event)
        existing = self._pending_text_batches.get(key)
        if existing is None:
            self._pending_text_batches[key] = event
        else:
            # Append text from the follow-up chunk
            if event.text:
                existing.text = f"{existing.text}\n{event.text}" if existing.text else event.text
            # Merge any media that might be attached
            if event.media_urls:
                existing.media_urls.extend(event.media_urls)
                existing.media_types.extend(event.media_types)

        # Cancel any pending flush and restart the timer
        prior_task = self._pending_text_batch_tasks.get(key)
        if prior_task and not prior_task.done():
            prior_task.cancel()
        self._pending_text_batch_tasks[key] = asyncio.create_task(
            self._flush_text_batch(key)
        )

    async def _flush_text_batch(self, key: str) -> None:
        """Wait for the quiet period then dispatch the aggregated text."""
        current_task = asyncio.current_task()
        try:
            await asyncio.sleep(self._text_batch_delay_seconds)
            event = self._pending_text_batches.pop(key, None)
            if not event:
                return
            logger.info(
                "[Telegram] Flushing text batch %s (%d chars)",
                key, len(event.text or ""),
            )
            await self.handle_message(event)
        finally:
            if self._pending_text_batch_tasks.get(key) is current_task:
                self._pending_text_batch_tasks.pop(key, None)

    # ------------------------------------------------------------------
    # Photo batching
    # ------------------------------------------------------------------

    def _photo_batch_key(self, event: MessageEvent, msg: Message) -> str:
        """Return a batching key for Telegram photos/albums."""
        from gateway.session import build_session_key
        session_key = build_session_key(
            event.source,
            group_sessions_per_user=self.config.extra.get("group_sessions_per_user", True),
        )
        media_group_id = getattr(msg, "media_group_id", None)
        if media_group_id:
            return f"{session_key}:album:{media_group_id}"
        return f"{session_key}:photo-burst"

    async def _flush_photo_batch(self, batch_key: str) -> None:
        """Send a buffered photo burst/album as a single MessageEvent."""
        current_task = asyncio.current_task()
        try:
            await asyncio.sleep(self._media_batch_delay_seconds)
            event = self._pending_photo_batches.pop(batch_key, None)
            if not event:
                return
            logger.info("[Telegram] Flushing photo batch %s with %d image(s)", batch_key, len(event.media_urls))
            await self.handle_message(event)
        finally:
            if self._pending_photo_batch_tasks.get(batch_key) is current_task:
                self._pending_photo_batch_tasks.pop(batch_key, None)

    def _enqueue_photo_event(self, batch_key: str, event: MessageEvent) -> None:
        """Merge photo events into a pending batch and schedule flush."""
        existing = self._pending_photo_batches.get(batch_key)
        if existing is None:
            self._pending_photo_batches[batch_key] = event
        else:
            existing.media_urls.extend(event.media_urls)
            existing.media_types.extend(event.media_types)
            if event.text:
                if not existing.text:
                    existing.text = event.text
                elif event.text not in existing.text:
                    existing.text = f"{existing.text}\n\n{event.text}".strip()

        prior_task = self._pending_photo_batch_tasks.get(batch_key)
        if prior_task and not prior_task.done():
            prior_task.cancel()

        self._pending_photo_batch_tasks[batch_key] = asyncio.create_task(self._flush_photo_batch(batch_key))

    async def _handle_media_message(self, update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
        """Handle incoming media messages, downloading images to local cache."""
        if not update.message:
            return
        
        msg = update.message
        
        # Determine media type
        if msg.sticker:
            msg_type = MessageType.STICKER
        elif msg.photo:
            msg_type = MessageType.PHOTO
        elif msg.video:
            msg_type = MessageType.VIDEO
        elif msg.audio:
            msg_type = MessageType.AUDIO
        elif msg.voice:
            msg_type = MessageType.VOICE
        elif msg.document:
            msg_type = MessageType.DOCUMENT
        else:
            msg_type = MessageType.DOCUMENT
        
        event = self._build_message_event(msg, msg_type)
        
        # Add caption as text
        if msg.caption:
            event.text = msg.caption
        
        # Handle stickers: describe via vision tool with caching
        if msg.sticker:
            await self._handle_sticker(msg, event)
            await self.handle_message(event)
            return
        
        # Download photo to local image cache so the vision tool can access it
        # even after Telegram's ephemeral file URLs expire (~1 hour).
        if msg.photo:
            try:
                # msg.photo is a list of PhotoSize sorted by size; take the largest
                photo = msg.photo[-1]
                file_obj = await photo.get_file()
                # Download the image bytes directly into memory
                image_bytes = await file_obj.download_as_bytearray()
                # Determine extension from the file path if available
                ext = ".jpg"
                if file_obj.file_path:
                    for candidate in [".png", ".webp", ".gif", ".jpeg", ".jpg"]:
                        if file_obj.file_path.lower().endswith(candidate):
                            ext = candidate
                            break
                # Save to local cache (for vision tool access)
                cached_path = cache_image_from_bytes(bytes(image_bytes), ext=ext)
                event.media_urls = [cached_path]
                event.media_types = [f"image/{ext.lstrip('.')}" ]
                logger.info("[Telegram] Cached user photo at %s", cached_path)
                media_group_id = getattr(msg, "media_group_id", None)
                if media_group_id:
                    await self._queue_media_group_event(str(media_group_id), event)
                else:
                    batch_key = self._photo_batch_key(event, msg)
                    self._enqueue_photo_event(batch_key, event)
                return

            except Exception as e:
                logger.warning("[Telegram] Failed to cache photo: %s", e, exc_info=True)

        # Download voice/audio messages to cache for STT transcription
        if msg.voice:
            try:
                file_obj = await msg.voice.get_file()
                audio_bytes = await file_obj.download_as_bytearray()
                cached_path = cache_audio_from_bytes(bytes(audio_bytes), ext=".ogg")
                event.media_urls = [cached_path]
                event.media_types = ["audio/ogg"]
                logger.info("[Telegram] Cached user voice at %s", cached_path)
            except Exception as e:
                logger.warning("[Telegram] Failed to cache voice: %s", e, exc_info=True)
        elif msg.audio:
            try:
                file_obj = await msg.audio.get_file()
                audio_bytes = await file_obj.download_as_bytearray()
                cached_path = cache_audio_from_bytes(bytes(audio_bytes), ext=".mp3")
                event.media_urls = [cached_path]
                event.media_types = ["audio/mp3"]
                logger.info("[Telegram] Cached user audio at %s", cached_path)
            except Exception as e:
                logger.warning("[Telegram] Failed to cache audio: %s", e, exc_info=True)

        # Download document files to cache for agent processing
        elif msg.document:
            doc = msg.document
            try:
                # Determine file extension
                ext = ""
                original_filename = doc.file_name or ""
                if original_filename:
                    _, ext = os.path.splitext(original_filename)
                    ext = ext.lower()

                # If no extension from filename, reverse-lookup from MIME type
                if not ext and doc.mime_type:
                    mime_to_ext = {v: k for k, v in SUPPORTED_DOCUMENT_TYPES.items()}
                    ext = mime_to_ext.get(doc.mime_type, "")

                # Check if supported
                if ext not in SUPPORTED_DOCUMENT_TYPES:
                    supported_list = ", ".join(sorted(SUPPORTED_DOCUMENT_TYPES.keys()))
                    event.text = (
                        f"Unsupported document type '{ext or 'unknown'}'. "
                        f"Supported types: {supported_list}"
                    )
                    logger.info("[Telegram] Unsupported document type: %s", ext or "unknown")
                    await self.handle_message(event)
                    return

                # Check file size (Telegram Bot API limit: 20 MB)
                MAX_DOC_BYTES = 20 * 1024 * 1024
                if not doc.file_size or doc.file_size > MAX_DOC_BYTES:
                    event.text = (
                        "The document is too large or its size could not be verified. "
                        "Maximum: 20 MB."
                    )
                    logger.info("[Telegram] Document too large: %s bytes", doc.file_size)
                    await self.handle_message(event)
                    return

                # Download and cache
                file_obj = await doc.get_file()
                doc_bytes = await file_obj.download_as_bytearray()
                raw_bytes = bytes(doc_bytes)
                cached_path = cache_document_from_bytes(raw_bytes, original_filename or f"document{ext}")
                mime_type = SUPPORTED_DOCUMENT_TYPES[ext]
                event.media_urls = [cached_path]
                event.media_types = [mime_type]
                logger.info("[Telegram] Cached user document at %s", cached_path)

                # For text files, inject content into event.text (capped at 100 KB)
                MAX_TEXT_INJECT_BYTES = 100 * 1024
                if ext in (".md", ".txt") and len(raw_bytes) <= MAX_TEXT_INJECT_BYTES:
                    try:
                        text_content = raw_bytes.decode("utf-8")
                        display_name = original_filename or f"document{ext}"
                        display_name = re.sub(r'[^\w.\- ]', '_', display_name)
                        injection = f"[Content of {display_name}]:\n{text_content}"
                        if event.text:
                            event.text = f"{injection}\n\n{event.text}"
                        else:
                            event.text = injection
                    except UnicodeDecodeError:
                        logger.warning(
                            "[Telegram] Could not decode text file as UTF-8, skipping content injection",
                            exc_info=True,
                        )

            except Exception as e:
                logger.warning("[Telegram] Failed to cache document: %s", e, exc_info=True)

        media_group_id = getattr(msg, "media_group_id", None)
        if media_group_id:
            await self._queue_media_group_event(str(media_group_id), event)
            return

        await self.handle_message(event)
    
    async def _queue_media_group_event(self, media_group_id: str, event: MessageEvent) -> None:
        """Buffer Telegram media-group items so albums arrive as one logical event.

        Telegram delivers albums as multiple updates with a shared media_group_id.
        If we forward each item immediately, the gateway thinks the second image is a
        new user message and interrupts the first. We debounce briefly and merge the
        attachments into a single MessageEvent.
        """
        existing = self._media_group_events.get(media_group_id)
        if existing is None:
            self._media_group_events[media_group_id] = event
        else:
            existing.media_urls.extend(event.media_urls)
            existing.media_types.extend(event.media_types)
            if event.text:
                if existing.text:
                    if event.text not in existing.text.split("\n\n"):
                        existing.text = f"{existing.text}\n\n{event.text}"
                else:
                    existing.text = event.text

        prior_task = self._media_group_tasks.get(media_group_id)
        if prior_task:
            prior_task.cancel()

        self._media_group_tasks[media_group_id] = asyncio.create_task(
            self._flush_media_group_event(media_group_id)
        )

    async def _flush_media_group_event(self, media_group_id: str) -> None:
        try:
            await asyncio.sleep(self.MEDIA_GROUP_WAIT_SECONDS)
            event = self._media_group_events.pop(media_group_id, None)
            if event is not None:
                await self.handle_message(event)
        except asyncio.CancelledError:
            return
        finally:
            self._media_group_tasks.pop(media_group_id, None)

    async def _handle_sticker(self, msg: Message, event: "MessageEvent") -> None:
        """
        Describe a Telegram sticker via vision analysis, with caching.

        For static stickers (WEBP), we download, analyze with vision, and cache
        the description by file_unique_id. For animated/video stickers, we inject
        a placeholder noting the emoji.
        """
        from gateway.sticker_cache import (
            get_cached_description,
            cache_sticker_description,
            build_sticker_injection,
            build_animated_sticker_injection,
            STICKER_VISION_PROMPT,
        )

        sticker = msg.sticker
        emoji = sticker.emoji or ""
        set_name = sticker.set_name or ""

        # Animated and video stickers can't be analyzed as static images
        if sticker.is_animated or sticker.is_video:
            event.text = build_animated_sticker_injection(emoji)
            return

        # Check the cache first
        cached = get_cached_description(sticker.file_unique_id)
        if cached:
            event.text = build_sticker_injection(
                cached["description"], cached.get("emoji", emoji), cached.get("set_name", set_name)
            )
            logger.info("[Telegram] Sticker cache hit: %s", sticker.file_unique_id)
            return

        # Cache miss -- download and analyze
        try:
            file_obj = await sticker.get_file()
            image_bytes = await file_obj.download_as_bytearray()
            cached_path = cache_image_from_bytes(bytes(image_bytes), ext=".webp")
            logger.info("[Telegram] Analyzing sticker at %s", cached_path)

            from tools.vision_tools import vision_analyze_tool
            import json as _json

            result_json = await vision_analyze_tool(
                image_url=cached_path,
                user_prompt=STICKER_VISION_PROMPT,
            )
            result = _json.loads(result_json)

            if result.get("success"):
                description = result.get("analysis", "a sticker")
                cache_sticker_description(sticker.file_unique_id, description, emoji, set_name)
                event.text = build_sticker_injection(description, emoji, set_name)
            else:
                # Vision failed -- use emoji as fallback
                event.text = build_sticker_injection(
                    f"a sticker with emoji {emoji}" if emoji else "a sticker",
                    emoji, set_name,
                )
        except Exception as e:
            logger.warning("[Telegram] Sticker analysis error: %s", e, exc_info=True)
            event.text = build_sticker_injection(
                f"a sticker with emoji {emoji}" if emoji else "a sticker",
                emoji, set_name,
            )

    def _build_message_event(self, message: Message, msg_type: MessageType) -> MessageEvent:
        """Build a MessageEvent from a Telegram message."""
        chat = message.chat
        user = message.from_user
        
        # Determine chat type
        chat_type = "dm"
        if chat.type in (ChatType.GROUP, ChatType.SUPERGROUP):
            chat_type = "group"
        elif chat.type == ChatType.CHANNEL:
            chat_type = "channel"
        
        # Build source
        source = self.build_source(
            chat_id=str(chat.id),
            chat_name=chat.title or (chat.full_name if hasattr(chat, "full_name") else None),
            chat_type=chat_type,
            user_id=str(user.id) if user else None,
            user_name=user.full_name if user else None,
            thread_id=str(message.message_thread_id) if message.message_thread_id else None,
        )
        
        # Extract reply context if this message is a reply
        reply_to_id = None
        reply_to_text = None
        if message.reply_to_message:
            reply_to_id = str(message.reply_to_message.message_id)
            reply_to_text = message.reply_to_message.text or message.reply_to_message.caption or None

        return MessageEvent(
            text=message.text or "",
            message_type=msg_type,
            source=source,
            raw_message=message,
            message_id=str(message.message_id),
            reply_to_message_id=reply_to_id,
            reply_to_text=reply_to_text,
            timestamp=message.date,
        )
