"""
NATS consumer — subscribes to md.events.> and feeds the processing pipeline.

Features:
- Queue group subscription (horizontal scaling)
- Bounded asyncio.Queue with backpressure drop policy
- Auto-reconnect via nats-py
- Optional JetStream durable consumer
"""
from __future__ import annotations

import asyncio
import json
import logging

import nats
from nats.aio.client import Client as NatsClient
from nats.aio.msg import Msg

from senpai.md_consumer.config import settings
from senpai.md_consumer.models import EventType, parse_event, Event
from senpai.md_consumer import metrics as m

logger = logging.getLogger(__name__)

# Events that can be dropped under backpressure (lowest priority first)
_DROPPABLE = {EventType.HEARTBEAT, EventType.QUOTE, EventType.BOOK_L2}


class NATSConsumer:
    """
    Reads normalised events from NATS, validates, and puts into
    a bounded asyncio.Queue for downstream processing.

    Backpressure policy:
    - Queue < 90%  → accept all events
    - Queue >= 90% → drop heartbeats, quotes, book snapshots
    - Trades are NEVER dropped (critical for analytics)
    """

    def __init__(self) -> None:
        self._nc: NatsClient | None = None
        self._sub = None
        self._js_sub = None
        self._queue: asyncio.Queue[Event] = asyncio.Queue(
            maxsize=settings.queue_size
        )
        self._running = False
        self._drop_count: dict[str, int] = {}

    @property
    def queue(self) -> asyncio.Queue[Event]:
        return self._queue

    @property
    def queue_fill_ratio(self) -> float:
        if settings.queue_size <= 0:
            return 0.0
        return self._queue.qsize() / settings.queue_size

    async def connect(self) -> None:
        """Connect to NATS with auto-reconnect."""
        self._nc = await nats.connect(
            self._url,
            reconnect_time_wait=2,
            max_reconnect_attempts=-1,
            name="senpai-md-consumer",
            error_cb=self._on_error,
            disconnected_cb=self._on_disconnected,
            reconnected_cb=self._on_reconnected,
            closed_cb=self._on_closed,
        )
        m.NATS_CONNECTED.set(1)
        logger.info(
            "nats.connected",
            extra={"url": self._url, "subject": settings.nats_subject},
        )

    @property
    def _url(self) -> str:
        return settings.nats_url

    async def subscribe(self) -> None:
        """Subscribe to market data events."""
        if not self._nc:
            raise RuntimeError("Not connected. Call connect() first.")

        if settings.use_jetstream:
            await self._subscribe_jetstream()
        else:
            await self._subscribe_core()

    async def _subscribe_core(self) -> None:
        """Core NATS subscription with queue group."""
        self._sub = await self._nc.subscribe(
            settings.nats_subject,
            queue=settings.nats_queue_group,
            cb=self._on_message,
        )
        logger.info(
            "nats.subscribed_core",
            extra={
                "subject": settings.nats_subject,
                "queue_group": settings.nats_queue_group,
            },
        )

    async def _subscribe_jetstream(self) -> None:
        """JetStream durable subscription."""
        js = self._nc.jetstream()

        # Try to create or bind to existing consumer
        self._js_sub = await js.subscribe(
            settings.nats_subject,
            queue=settings.nats_queue_group,
            durable="senpai-md-durable",
            cb=self._on_message,
            manual_ack=True,
        )
        logger.info(
            "nats.subscribed_jetstream",
            extra={
                "subject": settings.nats_subject,
                "durable": "senpai-md-durable",
            },
        )

    async def _on_message(self, msg: Msg) -> None:
        """
        Callback for each NATS message.
        Parse → backpressure check → enqueue.
        """
        try:
            data = json.loads(msg.data)
        except (json.JSONDecodeError, UnicodeDecodeError) as e:
            m.EVENTS_DROPPED.labels(reason="parse_error", event_type="unknown").inc()
            logger.warning("nats.parse_error", extra={"error": str(e)})
            if settings.use_jetstream:
                await msg.ack()
            return

        event = parse_event(data)
        if event is None:
            m.EVENTS_DROPPED.labels(reason="invalid_event", event_type="unknown").inc()
            if settings.use_jetstream:
                await msg.ack()
            return

        # Track inbound
        m.EVENTS_IN.labels(
            event_type=event.event_type.value,
            provider=event.provider,
        ).inc()

        # Backpressure check
        fill = self.queue_fill_ratio
        m.QUEUE_FILL.set(fill)
        m.QUEUE_SIZE.set(self._queue.qsize())

        if fill >= settings.queue_drop_threshold:
            # Under pressure: only accept trades
            if event.event_type in _DROPPABLE:
                et = event.event_type.value
                self._drop_count[et] = self._drop_count.get(et, 0) + 1
                m.EVENTS_DROPPED.labels(
                    reason="backpressure",
                    event_type=et,
                ).inc()

                if self._drop_count[et] % 1000 == 1:
                    logger.warning(
                        "nats.backpressure_drop",
                        extra={
                            "type": et,
                            "fill": f"{fill:.0%}",
                            "total_drops": self._drop_count,
                        },
                    )

                if settings.use_jetstream:
                    await msg.ack()
                return

        # Enqueue
        try:
            self._queue.put_nowait(event)
        except asyncio.QueueFull:
            # Last resort: try to drop oldest non-trade
            m.EVENTS_DROPPED.labels(
                reason="queue_full", event_type=event.event_type.value
            ).inc()

        if settings.use_jetstream:
            await msg.ack()

    async def close(self) -> None:
        """Graceful shutdown."""
        self._running = False
        if self._sub:
            try:
                await self._sub.unsubscribe()
            except Exception:
                pass
        if self._nc:
            try:
                await self._nc.flush(timeout=5)
                await self._nc.close()
            except Exception:
                pass
        m.NATS_CONNECTED.set(0)
        logger.info("nats.closed", extra={"drops": self._drop_count})

    # ── NATS callbacks ────────────────────────────────────────────────

    async def _on_error(self, e: Exception) -> None:
        logger.error("nats.error", extra={"error": str(e)})

    async def _on_disconnected(self) -> None:
        m.NATS_CONNECTED.set(0)
        logger.warning("nats.disconnected")

    async def _on_reconnected(self) -> None:
        m.NATS_CONNECTED.set(1)
        m.NATS_RECONNECTS.inc()
        logger.info("nats.reconnected")

    async def _on_closed(self) -> None:
        m.NATS_CONNECTED.set(0)
        logger.info("nats.closed_callback")