import logging
import time
from typing import Any, Dict

from fastapi import APIRouter, Depends
from fastapi.websockets import WebSocket
from pydantic import ValidationError

from freqtrade.enums import RPCMessageType, RPCRequestType
from freqtrade.misc import sync_to_async_iter
from freqtrade.rpc.api_server.api_auth import validate_ws_token
from freqtrade.rpc.api_server.deps import get_message_stream, get_rpc
from freqtrade.rpc.api_server.ws.channel import WebSocketChannel, create_channel
from freqtrade.rpc.api_server.ws.message_stream import MessageStream
from freqtrade.rpc.api_server.ws_schemas import (WSAnalyzedDFMessage, WSMessageSchema,
                                                 WSRequestSchema, WSWhitelistMessage)
from freqtrade.rpc.rpc import RPC


logger = logging.getLogger(__name__)

# Private router, protected by API Key authentication
router = APIRouter()


async def channel_reader(channel: WebSocketChannel, rpc: RPC):
    """
    Iterate over the messages from the channel and process the request
    """
    async for message in channel:
        await _process_consumer_request(message, channel, rpc)


async def channel_broadcaster(channel: WebSocketChannel, message_stream: MessageStream):
    """
    Iterate over messages in the message stream and send them
    """
    async for message, ts in message_stream:
        if channel.subscribed_to(message.get('type')):
            # Log a warning if this channel is behind
            # on the message stream by a lot
            if (time.time() - ts) > 60:
                logger.warning(f"Channel {channel} is behind MessageStream by 1 minute,"
                               " this can cause a memory leak if you see this message"
                               " often, consider reducing pair list size or amount of"
                               " consumers.")

            await channel.send(message, timeout=True)


async def _process_consumer_request(
    request: Dict[str, Any],
    channel: WebSocketChannel,
    rpc: RPC
):
    """
    Validate and handle a request from a websocket consumer
    """
    # Validate the request, makes sure it matches the schema
    try:
        websocket_request = WSRequestSchema.parse_obj(request)
    except ValidationError as e:
        logger.error(f"Invalid request from {channel}: {e}")
        return

    type, data = websocket_request.type, websocket_request.data
    response: WSMessageSchema

    logger.debug(f"Request of type {type} from {channel}")

    # If we have a request of type SUBSCRIBE, set the topics in this channel
    if type == RPCRequestType.SUBSCRIBE:
        # If the request is empty, do nothing
        if not data:
            return

        # If all topics passed are a valid RPCMessageType, set subscriptions on channel
        if all([any(x.value == topic for x in RPCMessageType) for topic in data]):
            channel.set_subscriptions(data)

        # We don't send a response for subscriptions
        return

    elif type == RPCRequestType.WHITELIST:
        # Get whitelist
        whitelist = rpc._ws_request_whitelist()

        # Format response
        response = WSWhitelistMessage(data=whitelist)
        await channel.send(response.dict(exclude_none=True))

    elif type == RPCRequestType.ANALYZED_DF:
        # Limit the amount of candles per dataframe to 'limit' or 1500
        limit = min(data.get('limit', 1500), 1500) if data else None

        # For every pair in the generator, send a separate message
        async for message in sync_to_async_iter(rpc._ws_request_analyzed_df(limit)):
            # Format response
            response = WSAnalyzedDFMessage(data=message)
            await channel.send(response.dict(exclude_none=True))


@router.websocket("/message/ws")
async def message_endpoint(
    websocket: WebSocket,
    token: str = Depends(validate_ws_token),
    rpc: RPC = Depends(get_rpc),
    message_stream: MessageStream = Depends(get_message_stream)
):
    if token:
        async with create_channel(websocket) as channel:
            await channel.run_channel_tasks(
                channel_reader(channel, rpc),
                channel_broadcaster(channel, message_stream)
            )