|
| 1 | +"""Shared core async websocket implementation for the LM Studio remote access API.""" |
| 2 | + |
| 3 | +# Sync API: runs in background thread with sync queues |
| 4 | +# Async convenience API: runs in background thread with async queues |
| 5 | +# Async structured API: runs in foreground event loop |
| 6 | + |
| 7 | +# Callback handling rules: |
| 8 | +# |
| 9 | +# * All callbacks are synchronous (use external async queues if needed) |
| 10 | +# * All callbacks must be invoked from the *foreground* thread/event loop |
| 11 | + |
| 12 | +import asyncio |
| 13 | +import threading |
| 14 | +import weakref |
| 15 | + |
| 16 | +from concurrent.futures import Future as SyncFuture |
| 17 | +from contextlib import ( |
| 18 | + asynccontextmanager, |
| 19 | + AsyncExitStack, |
| 20 | +) |
| 21 | +from typing import ( |
| 22 | + Any, |
| 23 | + AsyncGenerator, |
| 24 | + Awaitable, |
| 25 | + Coroutine, |
| 26 | + Callable, |
| 27 | + NoReturn, |
| 28 | + TypeVar, |
| 29 | +) |
| 30 | + |
| 31 | +# Synchronous API still uses an async websocket (just in a background thread) |
| 32 | +from anyio import create_task_group |
| 33 | +from exceptiongroup import suppress |
| 34 | +from httpx_ws import aconnect_ws, AsyncWebSocketSession, HTTPXWSException |
| 35 | + |
| 36 | +from .schemas import DictObject |
| 37 | +from .json_api import LMStudioWebsocket, LMStudioWebsocketError |
| 38 | + |
| 39 | +from ._logging import get_logger, LogEventContext |
| 40 | + |
| 41 | + |
| 42 | +# Allow the core client websocket management to be shared across all SDK interaction APIs |
| 43 | +# See https://discuss.python.org/t/daemon-threads-and-background-task-termination/77604 |
| 44 | +# (Note: this implementation has the elements needed to run on *current* Python versions |
| 45 | +# and omits the generalised features that the SDK doesn't need) |
| 46 | +# Already used by the sync API, async client is still to be migrated |
| 47 | +T = TypeVar("T") |
| 48 | + |
| 49 | + |
| 50 | +class BackgroundThread(threading.Thread): |
| 51 | + """Background async event loop thread.""" |
| 52 | + |
| 53 | + def __init__( |
| 54 | + self, |
| 55 | + task_target: Callable[[], Coroutine[Any, Any, Any]] | None = None, |
| 56 | + name: str | None = None, |
| 57 | + ) -> None: |
| 58 | + # Accepts the same args as `threading.Thread`, *except*: |
| 59 | + # * a `task_target` coroutine replaces the `target` function |
| 60 | + # * No `daemon` option (always runs as a daemon) |
| 61 | + # Variant: accept `debug` and `loop_factory` options to forward to `asyncio.run` |
| 62 | + # Alternative: accept a `task_runner` callback, defaulting to `asyncio.run` |
| 63 | + self._task_target = task_target |
| 64 | + self._loop_started = threading.Event() |
| 65 | + self._terminate = asyncio.Event() |
| 66 | + self._event_loop: asyncio.AbstractEventLoop | None = None |
| 67 | + # Annoyingly, we have to mark the background thread as a daemon thread to |
| 68 | + # prevent hanging at shutdown. Even checking `sys.is_finalizing()` is inadequate |
| 69 | + # https://discuss.python.org/t/should-sys-is-finalizing-report-interpreter-finalization-instead-of-runtime-finalization/76695 |
| 70 | + super().__init__(name=name, daemon=True) |
| 71 | + weakref.finalize(self, self.terminate) |
| 72 | + |
| 73 | + def run(self) -> None: |
| 74 | + """Run an async event loop in the background thread.""" |
| 75 | + # Only public to override threading.Thread.run |
| 76 | + asyncio.run(self._run_until_terminated()) |
| 77 | + |
| 78 | + def wait_for_loop(self) -> asyncio.AbstractEventLoop | None: |
| 79 | + """Wait for the event loop to start from a synchronous foreground thread.""" |
| 80 | + if self._event_loop is None and not self._loop_started.is_set(): |
| 81 | + self._loop_started.wait() |
| 82 | + return self._event_loop |
| 83 | + |
| 84 | + async def wait_for_loop_async(self) -> asyncio.AbstractEventLoop | None: |
| 85 | + """Wait for the event loop to start from an asynchronous foreground thread.""" |
| 86 | + return await asyncio.to_thread(self.wait_for_loop) |
| 87 | + |
| 88 | + def called_in_background_loop(self) -> bool: |
| 89 | + """Returns true if currently running in this thread's event loop, false otherwise.""" |
| 90 | + loop = self._event_loop |
| 91 | + if loop is None: |
| 92 | + # No loop active in background thread -> can't be running in it |
| 93 | + return False |
| 94 | + try: |
| 95 | + running_loop = asyncio.get_running_loop() |
| 96 | + except RuntimeError: |
| 97 | + # No loop in this thread -> can't be running in the background thread's loop |
| 98 | + return False |
| 99 | + # Otherwise, check if the running loop is the background thread's loop |
| 100 | + return running_loop is loop |
| 101 | + |
| 102 | + async def _request_termination(self) -> bool: |
| 103 | + assert self.called_in_background_loop() |
| 104 | + if self._terminate.is_set(): |
| 105 | + return False |
| 106 | + self._terminate.set() |
| 107 | + return True |
| 108 | + |
| 109 | + def request_termination(self) -> SyncFuture[bool]: |
| 110 | + """Request termination of the event loop (without blocking).""" |
| 111 | + loop = self._event_loop |
| 112 | + if loop is None or self._terminate.is_set(): |
| 113 | + result: SyncFuture[bool] = SyncFuture() |
| 114 | + result.set_result(False) |
| 115 | + return result |
| 116 | + return self.schedule_background_task(self._request_termination()) |
| 117 | + |
| 118 | + def terminate(self) -> bool: |
| 119 | + """Request termination of the event loop from a synchronous foreground thread.""" |
| 120 | + return self.request_termination().result() |
| 121 | + |
| 122 | + async def terminate_async(self) -> bool: |
| 123 | + """Request termination of the event loop from an asynchronous foreground thread.""" |
| 124 | + return await asyncio.to_thread(self.terminate) |
| 125 | + |
| 126 | + async def _run_until_terminated(self) -> None: |
| 127 | + """Run task in the background thread until termination is requested.""" |
| 128 | + self._event_loop = asyncio.get_running_loop() |
| 129 | + self._loop_started.set() |
| 130 | + # Use anyio and exceptiongroup to handle the lack of native task |
| 131 | + # and exception groups prior to Python 3.11 |
| 132 | + raise_on_termination, terminated_exc = self._raise_on_termination() |
| 133 | + with suppress(terminated_exc): |
| 134 | + try: |
| 135 | + async with create_task_group() as tg: |
| 136 | + tg.start_soon(self._run_task_target) |
| 137 | + tg.start_soon(raise_on_termination) |
| 138 | + finally: |
| 139 | + # Event loop is about to shut down |
| 140 | + self._event_loop = None |
| 141 | + |
| 142 | + async def _run_task_target(self) -> None: |
| 143 | + if self._task_target is not None: |
| 144 | + main_task = self._task_target() |
| 145 | + self._task_target = None |
| 146 | + await main_task |
| 147 | + |
| 148 | + def _raise_on_termination( |
| 149 | + self, |
| 150 | + ) -> tuple[Callable[[], Awaitable[NoReturn]], type[Exception]]: |
| 151 | + class TerminateTask(Exception): |
| 152 | + pass |
| 153 | + |
| 154 | + async def raise_on_termination() -> NoReturn: |
| 155 | + await self._terminate.wait() |
| 156 | + raise TerminateTask |
| 157 | + |
| 158 | + return raise_on_termination, TerminateTask |
| 159 | + |
| 160 | + def schedule_background_task(self, coro: Coroutine[Any, Any, T]) -> SyncFuture[T]: |
| 161 | + """Schedule given coroutine in the background event loop.""" |
| 162 | + loop = self._event_loop |
| 163 | + assert loop is not None |
| 164 | + return asyncio.run_coroutine_threadsafe(coro, loop) |
| 165 | + |
| 166 | + def run_background_task(self, coro: Coroutine[Any, Any, T]) -> T: |
| 167 | + """Run given coroutine in the background event loop and wait for the result.""" |
| 168 | + return self.schedule_background_task(coro).result() |
| 169 | + |
| 170 | + async def run_background_task_async(self, coro: Coroutine[Any, Any, T]) -> T: |
| 171 | + """Run given coroutine in the background event loop and await the result.""" |
| 172 | + return await asyncio.to_thread(self.run_background_task, coro) |
| 173 | + |
| 174 | + def call_in_background(self, callback: Callable[[], Any]) -> None: |
| 175 | + """Call given non-blocking function in the background event loop.""" |
| 176 | + loop = self._event_loop |
| 177 | + assert loop is not None |
| 178 | + loop.call_soon_threadsafe(callback) |
| 179 | + |
| 180 | + |
| 181 | +# TODO: Allow multiple websockets to share a single event loop thread |
| 182 | +# (reduces thread usage in sync API, blocker for async API migration) |
| 183 | +class AsyncWebsocketThread(BackgroundThread): |
| 184 | + def __init__( |
| 185 | + self, |
| 186 | + ws_url: str, |
| 187 | + auth_details: DictObject, |
| 188 | + enqueue_message: Callable[[DictObject], bool], |
| 189 | + log_context: LogEventContext, |
| 190 | + ) -> None: |
| 191 | + self._auth_details = auth_details |
| 192 | + self._connection_attempted = asyncio.Event() |
| 193 | + self._connection_failure: Exception | None = None |
| 194 | + self._auth_failure: Any | None = None |
| 195 | + self._terminate = asyncio.Event() |
| 196 | + self._ws_url = ws_url |
| 197 | + self._ws: AsyncWebSocketSession | None = None |
| 198 | + self._rx_task: asyncio.Task[None] | None = None |
| 199 | + self._queue_message = enqueue_message |
| 200 | + super().__init__(task_target=self._run_main_task) |
| 201 | + self._logger = logger = get_logger(type(self).__name__) |
| 202 | + logger.update_context(log_context, thread_id=self.name) |
| 203 | + |
| 204 | + def connect(self) -> bool: |
| 205 | + if not self.is_alive(): |
| 206 | + self.start() |
| 207 | + loop = self.wait_for_loop() # Block until connection has been attempted |
| 208 | + if loop is None: |
| 209 | + return False |
| 210 | + asyncio.run_coroutine_threadsafe( |
| 211 | + self._connection_attempted.wait(), loop |
| 212 | + ).result() |
| 213 | + return self._ws is not None |
| 214 | + |
| 215 | + def disconnect(self) -> None: |
| 216 | + if self._ws is not None: |
| 217 | + self.terminate() |
| 218 | + # Ensure thread has terminated |
| 219 | + self.join() |
| 220 | + |
| 221 | + async def _run_main_task(self) -> None: |
| 222 | + self._logger.info("Websocket thread started") |
| 223 | + try: |
| 224 | + await self._main_task() |
| 225 | + except BaseException: |
| 226 | + err_msg = "Terminating websocket thread due to exception" |
| 227 | + self._logger.debug(err_msg, exc_info=True) |
| 228 | + finally: |
| 229 | + # Ensure the foreground thread is unblocked even if the |
| 230 | + # background async task errors out completely |
| 231 | + self._connection_attempted.set() |
| 232 | + self._logger.info("Websocket thread terminated") |
| 233 | + |
| 234 | + # TODO: Improve code sharing between this background thread async websocket |
| 235 | + # and the async-native AsyncLMStudioWebsocket implementation |
| 236 | + async def _main_task(self) -> None: |
| 237 | + resources = AsyncExitStack() |
| 238 | + try: |
| 239 | + ws: AsyncWebSocketSession = await resources.enter_async_context( |
| 240 | + aconnect_ws(self._ws_url) |
| 241 | + ) |
| 242 | + except Exception as exc: |
| 243 | + self._connection_failure = exc |
| 244 | + raise |
| 245 | + |
| 246 | + def _clear_task_state() -> None: |
| 247 | + # Break the reference cycle with the foreground thread |
| 248 | + del self._queue_message |
| 249 | + # Websocket is about to be disconnected |
| 250 | + self._ws = None |
| 251 | + |
| 252 | + resources.callback(_clear_task_state) |
| 253 | + async with resources: |
| 254 | + self._logger.debug("Websocket connected") |
| 255 | + self._ws = ws |
| 256 | + if not await self._authenticate(): |
| 257 | + return |
| 258 | + async with self._manage_demultiplexing(): |
| 259 | + self._connection_attempted.set() |
| 260 | + self._logger.info(f"Websocket session established ({self._ws_url})") |
| 261 | + # Keep the event loop alive until termination is requested |
| 262 | + await self._terminate.wait() |
| 263 | + |
| 264 | + async def _send_json(self, message: DictObject) -> None: |
| 265 | + # This is only called if the websocket has been created |
| 266 | + assert self.called_in_background_loop() |
| 267 | + ws = self._ws |
| 268 | + assert ws is not None |
| 269 | + try: |
| 270 | + await ws.send_json(message) |
| 271 | + except Exception as exc: |
| 272 | + err = LMStudioWebsocket._get_tx_error(message, exc) |
| 273 | + # Log the underlying exception info, but simplify the raised traceback |
| 274 | + self._logger.debug(str(err), exc_info=True) |
| 275 | + raise err from None |
| 276 | + |
| 277 | + async def _receive_json(self) -> Any: |
| 278 | + # This is only called if the websocket has been created |
| 279 | + assert self.called_in_background_loop() |
| 280 | + ws = self._ws |
| 281 | + assert ws is not None |
| 282 | + try: |
| 283 | + return await ws.receive_json() |
| 284 | + except Exception as exc: |
| 285 | + err = LMStudioWebsocket._get_rx_error(exc) |
| 286 | + # Log the underlying exception info, but simplify the raised traceback |
| 287 | + self._logger.debug(str(err), exc_info=True) |
| 288 | + raise err from None |
| 289 | + |
| 290 | + async def _authenticate(self) -> bool: |
| 291 | + # This is only called if the websocket has been created |
| 292 | + assert self.called_in_background_loop() |
| 293 | + ws = self._ws |
| 294 | + assert ws is not None |
| 295 | + auth_message = self._auth_details |
| 296 | + await self._send_json(auth_message) |
| 297 | + auth_result = await self._receive_json() |
| 298 | + self._logger.debug("Websocket authenticated", json=auth_result) |
| 299 | + if not auth_result["success"]: |
| 300 | + self._auth_failure = auth_result["error"] |
| 301 | + return False |
| 302 | + return True |
| 303 | + |
| 304 | + @asynccontextmanager |
| 305 | + async def _manage_demultiplexing( |
| 306 | + self, |
| 307 | + ) -> AsyncGenerator[asyncio.Task[None], None]: |
| 308 | + assert self.called_in_background_loop() |
| 309 | + self._rx_task = rx_task = asyncio.create_task(self._demultiplexing_task()) |
| 310 | + try: |
| 311 | + yield rx_task |
| 312 | + finally: |
| 313 | + if rx_task.cancel(): |
| 314 | + try: |
| 315 | + await rx_task |
| 316 | + except asyncio.CancelledError: |
| 317 | + pass |
| 318 | + |
| 319 | + async def _process_next_message(self) -> bool: |
| 320 | + """Process the next message received on the websocket. |
| 321 | +
|
| 322 | + Returns True if a message queue was updated. |
| 323 | + """ |
| 324 | + # This is only called if the websocket has been created |
| 325 | + assert self.called_in_background_loop() |
| 326 | + ws = self._ws |
| 327 | + assert ws is not None |
| 328 | + message = await ws.receive_json() |
| 329 | + return await asyncio.to_thread(self._queue_message, message) |
| 330 | + |
| 331 | + async def _demultiplexing_task(self) -> None: |
| 332 | + """Process received messages until connection is terminated.""" |
| 333 | + try: |
| 334 | + await self._receive_messages() |
| 335 | + finally: |
| 336 | + self._logger.info("Websocket closed, terminating demultiplexing task.") |
| 337 | + |
| 338 | + raise_on_termination, terminated_exc = self._raise_on_termination() |
| 339 | + |
| 340 | + async def _receive_messages(self) -> None: |
| 341 | + """Process received messages until task is cancelled.""" |
| 342 | + while True: |
| 343 | + try: |
| 344 | + await self._process_next_message() |
| 345 | + except (LMStudioWebsocketError, HTTPXWSException): |
| 346 | + if self._ws is not None: |
| 347 | + # Websocket failed unexpectedly (rather than due to client shutdown) |
| 348 | + self._logger.exception("Websocket failed, terminating session.") |
| 349 | + self._terminate.set() |
| 350 | + break |
| 351 | + |
| 352 | + def send_json(self, message: DictObject) -> None: |
| 353 | + # Block until message has been sent |
| 354 | + self.run_background_task(self._send_json(message)) |
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