"""
Proxy mechanism for communicating with Atropos server from child processes.
"""

import asyncio
import multiprocessing
import threading
import time
import traceback
import uuid
from typing import Any, Dict, Optional, Tuple


class ServerRequest:
    """Encapsulates a request to be sent to the server."""

    def __init__(self, method: str, kwargs: Dict[str, Any], request_id: str = None):
        self.method = method  # 'completion' or 'chat_completion'
        self.kwargs = kwargs
        self.request_id = request_id or str(uuid.uuid4())
        self.timestamp = time.time()


class ServerResponse:
    """Encapsulates a response from the server."""

    def __init__(
        self,
        request_id: str,
        result: Any = None,
        error: Optional[Exception] = None,
        error_traceback: Optional[str] = None,
    ):
        self.request_id = request_id
        self.result = result
        self.error = error
        self.error_traceback = error_traceback
        self.timestamp = time.time()


class ServerProxy:
    """
    Proxy for communicating with the Atropos server from a child process.

    This class provides methods that mirror the server's API but communicate
    through multiprocessing queues instead of direct calls.
    """

    def __init__(
        self,
        request_queue: multiprocessing.Queue,
        response_queue: multiprocessing.Queue,
        model_name: str,
        timeout: float = 120.0,
    ):
        self.request_queue = request_queue
        self.response_queue = response_queue
        self.model_name = model_name
        self.timeout = timeout
        self.pending_requests = {}

    def completion(self, **kwargs):
        """Submit a completion request to the server."""
        # Create the request
        request = ServerRequest("completion", kwargs)

        # Send the request
        self.request_queue.put(request)

        # Wait for the response
        return self._wait_for_response(request.request_id)

    def chat_completion(self, **kwargs):
        """Submit a chat completion request to the server."""
        # Create the request
        request = ServerRequest("chat_completion", kwargs)

        # Send the request
        self.request_queue.put(request)

        # Wait for the response
        return self._wait_for_response(request.request_id)

    def _wait_for_response(self, request_id: str):
        """Wait for a response to a specific request."""
        start_time = time.time()

        while time.time() - start_time < self.timeout:
            # Check the response queue
            try:
                response = self.response_queue.get(timeout=0.1)

                # If this is the response we're waiting for, return it
                if response.request_id == request_id:
                    if response.error:
                        # Recreate the exception
                        raise Exception(f"Server error: {str(response.error)}")
                    return response.result

                # Otherwise, store it for later retrieval
                self.pending_requests[response.request_id] = response

                # Check if we already have the response we're waiting for
                if request_id in self.pending_requests:
                    response = self.pending_requests.pop(request_id)
                    if response.error:
                        raise Exception(f"Server error: {str(response.error)}")
                    return response.result

            except (multiprocessing.queues.Empty, EOFError):
                # Queue is empty, continue waiting
                pass

        # Timeout expired
        raise TimeoutError(
            f"Request {request_id} timed out after {self.timeout} seconds"
        )


class ServerProxyManager:
    """
    Manager for creating server proxies for child processes.

    This class creates request/response queues and spawns a worker thread
    that handles communication with the Atropos server.
    """

    def __init__(self, server, max_workers: int = 5):
        self.server = server
        self.max_workers = max_workers
        self.request_queue = multiprocessing.Queue()
        self.response_queues = {}
        self.worker_thread = None
        self.running = False
        self.process_event_loop = None

    def start(self):
        """Start the server proxy manager."""
        if self.running:
            return

        self.running = True

        # Start a worker thread in the main process instead of a subprocess
        self.worker_thread = threading.Thread(
            target=self._server_worker_thread, daemon=True
        )
        self.worker_thread.start()

        print("Server proxy manager started in main process")

    def stop(self):
        """Stop the server proxy manager."""
        if not self.running:
            return

        self.running = False

        # Signal the worker thread to exit
        try:
            self.request_queue.put(None)
        except (BrokenPipeError, EOFError):
            pass

        # Wait for the worker thread to exit
        if self.worker_thread:
            self.worker_thread.join(timeout=5.0)
            self.worker_thread = None

        print("Server proxy manager stopped")

    def create_server_proxy(
        self, model_name: str, timeout: float = 120.0
    ) -> Tuple[ServerProxy, str]:
        """Create a server proxy for a child process."""
        response_queue = multiprocessing.Queue()
        proxy_id = str(uuid.uuid4())
        self.response_queues[proxy_id] = response_queue

        # Make sure the manager is running
        if not self.running:
            self.start()

        return (
            ServerProxy(self.request_queue, response_queue, model_name, timeout),
            proxy_id,
        )

    def remove_proxy(self, proxy_id: str):
        """Remove a proxy when it's no longer needed."""
        if proxy_id in self.response_queues:
            del self.response_queues[proxy_id]

    def _server_worker_thread(self):
        """Worker thread that handles communication with the Atropos server."""
        # Create and set up the asyncio event loop for this thread
        self.process_event_loop = asyncio.new_event_loop()
        asyncio.set_event_loop(self.process_event_loop)

        print("Server worker thread started in main process")

        async def handle_request(request):
            """Handle a server request."""
            if request is None:
                # Signal to exit
                print("Server worker received exit signal")
                return True

            try:
                # Call the appropriate server method
                if request.method == "completion":
                    result = await self.server.completion(**request.kwargs)
                elif request.method == "chat_completion":
                    result = await self.server.chat_completion(**request.kwargs)
                else:
                    raise ValueError(f"Unknown method: {request.method}")

                # Create the response
                response = ServerResponse(request.request_id, result=result)

                # Send the response to appropriate queue
                for proxy_id, queue in self.response_queues.items():
                    try:
                        queue.put(response)
                    except (BrokenPipeError, EOFError):
                        # The proxy might have been closed, ignore
                        pass

                return False

            except Exception as e:
                print(f"Error handling request: {type(e).__name__}: {e}")
                # Create an error response
                response = ServerResponse(
                    request.request_id, error=e, error_traceback=traceback.format_exc()
                )

                # Send the error response
                for proxy_id, queue in self.response_queues.items():
                    try:
                        queue.put(response)
                    except (BrokenPipeError, EOFError):
                        # The proxy might have been closed, ignore
                        pass

                return False

        # Function to process requests from the multiprocessing queue
        # and put them in the asyncio event loop
        def process_request_queue():
            try:
                # Get a request from the queue (non-blocking)
                request = self.request_queue.get_nowait()

                # Schedule the request to be handled in the asyncio loop
                asyncio.run_coroutine_threadsafe(
                    handle_request(request), self.process_event_loop
                )
            except (multiprocessing.queues.Empty, EOFError):
                # Queue is empty, continue
                pass
            except Exception as e:
                print(f"Error processing request queue: {e}")
                traceback.print_exc()

            # Schedule the next check if still running
            if self.running:
                self.process_event_loop.call_later(0.01, process_request_queue)

        # Start the loop and process queue
        try:
            # Schedule the first queue check
            self.process_event_loop.call_soon(process_request_queue)

            # Run the event loop
            self.process_event_loop.run_forever()
        except Exception as e:
            print(f"Error in server worker thread: {e}")
            traceback.print_exc()
        finally:
            print("Server worker thread exiting")
            self.process_event_loop.close()
            print("Server worker thread done")