import json
import logging
from collections.abc import AsyncGenerator
from contextlib import asynccontextmanager

import anyio
from anyio.streams.memory import MemoryObjectReceiveStream, MemoryObjectSendStream
from pydantic import ValidationError
from websockets.asyncio.client import connect as ws_connect
from websockets.typing import Subprotocol

import mcp.types as types
from mcp.shared.message import SessionMessage

logger = logging.getLogger(__name__)


@asynccontextmanager
async def websocket_client(
    url: str,
) -> AsyncGenerator[
    tuple[MemoryObjectReceiveStream[SessionMessage | Exception], MemoryObjectSendStream[SessionMessage]],
    None,
]:
    """
    WebSocket client transport for MCP, symmetrical to the server version.

    Connects to 'url' using the 'mcp' subprotocol, then yields:
        (read_stream, write_stream)

    - read_stream: As you read from this stream, you'll receive either valid
      JSONRPCMessage objects or Exception objects (when validation fails).
    - write_stream: Write JSONRPCMessage objects to this stream to send them
      over the WebSocket to the server.
    """

    # Create two in-memory streams:
    # - One for incoming messages (read_stream, written by ws_reader)
    # - One for outgoing messages (write_stream, read by ws_writer)
    read_stream: MemoryObjectReceiveStream[SessionMessage | Exception]
    read_stream_writer: MemoryObjectSendStream[SessionMessage | Exception]
    write_stream: MemoryObjectSendStream[SessionMessage]
    write_stream_reader: MemoryObjectReceiveStream[SessionMessage]

    read_stream_writer, read_stream = anyio.create_memory_object_stream(0)
    write_stream, write_stream_reader = anyio.create_memory_object_stream(0)

    # Connect using websockets, requesting the "mcp" subprotocol
    async with ws_connect(url, subprotocols=[Subprotocol("mcp")]) as ws:

        async def ws_reader():
            """
            Reads text messages from the WebSocket, parses them as JSON-RPC messages,
            and sends them into read_stream_writer.
            """
            async with read_stream_writer:
                async for raw_text in ws:
                    try:
                        message = types.JSONRPCMessage.model_validate_json(raw_text)
                        session_message = SessionMessage(message)
                        await read_stream_writer.send(session_message)
                    except ValidationError as exc:
                        # If JSON parse or model validation fails, send the exception
                        await read_stream_writer.send(exc)

        async def ws_writer():
            """
            Reads JSON-RPC messages from write_stream_reader and
            sends them to the server.
            """
            async with write_stream_reader:
                async for session_message in write_stream_reader:
                    # Convert to a dict, then to JSON
                    msg_dict = session_message.message.model_dump(by_alias=True, mode="json", exclude_none=True)
                    await ws.send(json.dumps(msg_dict))

        async with anyio.create_task_group() as tg:
            # Start reader and writer tasks
            tg.start_soon(ws_reader)
            tg.start_soon(ws_writer)

            # Yield the receive/send streams
            yield (read_stream, write_stream)

            # Once the caller's 'async with' block exits, we shut down
            tg.cancel_scope.cancel()