|
| 1 | +"""RabbitMQ backend for multi-machine task distribution. |
| 2 | +
|
| 3 | +Uses ``aio-pika`` (async AMQP 0-9-1 client) for task dispatch, result |
| 4 | +routing, heartbeats, cancellation, and progress. |
| 5 | +
|
| 6 | +Tasks are dispatched via a durable queue. Per-task results use dedicated |
| 7 | +queues with message TTL. Heartbeats, cancellation flags, and progress |
| 8 | +data are stored in single-message queues (``x-max-length: 1``) that |
| 9 | +behave like key-value slots. Result notifications use a fanout exchange. |
| 10 | +
|
| 11 | +URL scheme: ``amqp://`` or ``amqps://`` (e.g. ``amqp://guest:guest@localhost/``) |
| 12 | +""" |
| 13 | +from __future__ import annotations |
| 14 | + |
| 15 | +import asyncio |
| 16 | +import contextlib |
| 17 | +import time |
| 18 | +from collections.abc import AsyncIterator |
| 19 | +from typing import Any |
| 20 | + |
| 21 | +from pyfuse.worker.backends.base import Backend |
| 22 | + |
| 23 | + |
| 24 | +class RabbitMQBackend(Backend): |
| 25 | + """RabbitMQ-backed transport using ``aio-pika``. |
| 26 | +
|
| 27 | + Parameters |
| 28 | + ---------- |
| 29 | + url |
| 30 | + AMQP connection URL (e.g. ``amqp://guest:guest@localhost/``). |
| 31 | + task_queue |
| 32 | + Name of the durable task queue. |
| 33 | + result_ttl |
| 34 | + Seconds before result messages expire. |
| 35 | + """ |
| 36 | + |
| 37 | + TASK_QUEUE = "pyfuse.tasks" |
| 38 | + RESULT_PREFIX = "pyfuse.result." |
| 39 | + HEARTBEAT_PREFIX = "pyfuse.hb." |
| 40 | + CANCEL_PREFIX = "pyfuse.cancel." |
| 41 | + PROGRESS_PREFIX = "pyfuse.progress." |
| 42 | + NOTIFY_EXCHANGE = "pyfuse.notify" |
| 43 | + |
| 44 | + DEFAULT_RESULT_TTL = 300 # seconds |
| 45 | + HEARTBEAT_TTL = 30 |
| 46 | + CANCEL_TTL = 3600 |
| 47 | + PROGRESS_TTL = 300 |
| 48 | + |
| 49 | + def __init__( |
| 50 | + self, |
| 51 | + url: str = "amqp://localhost", |
| 52 | + *, |
| 53 | + task_queue: str | None = None, |
| 54 | + result_ttl: int | None = None, |
| 55 | + ) -> None: |
| 56 | + try: |
| 57 | + import aio_pika as _ # type: ignore[import-not-found] # noqa: F401 |
| 58 | + except ImportError: |
| 59 | + raise ImportError( |
| 60 | + "aio-pika package is required for RabbitMQBackend. " |
| 61 | + "Install it with: pip install aio-pika" |
| 62 | + ) from None |
| 63 | + self._url = url |
| 64 | + self._task_queue_name = task_queue or self.TASK_QUEUE |
| 65 | + self._result_ttl = result_ttl or self.DEFAULT_RESULT_TTL |
| 66 | + self._connection: Any = None |
| 67 | + self._channel: Any = None |
| 68 | + self._lock = asyncio.Lock() |
| 69 | + |
| 70 | + # -- connection management -------------------------------------------------- |
| 71 | + |
| 72 | + async def _get_channel(self) -> Any: |
| 73 | + """Return the shared channel, creating connection if needed.""" |
| 74 | + async with self._lock: |
| 75 | + if self._connection is None or self._connection.is_closed: |
| 76 | + import aio_pika |
| 77 | + |
| 78 | + self._connection = await aio_pika.connect_robust(self._url) |
| 79 | + self._channel = None |
| 80 | + if self._channel is None or self._channel.is_closed: |
| 81 | + self._channel = await self._connection.channel() |
| 82 | + return self._channel |
| 83 | + |
| 84 | + async def _new_channel(self) -> Any: |
| 85 | + """Create a dedicated channel for long-running operations.""" |
| 86 | + async with self._lock: |
| 87 | + if self._connection is None or self._connection.is_closed: |
| 88 | + import aio_pika |
| 89 | + |
| 90 | + self._connection = await aio_pika.connect_robust(self._url) |
| 91 | + self._channel = None |
| 92 | + return await self._connection.channel() |
| 93 | + |
| 94 | + # -- internal helpers ------------------------------------------------------- |
| 95 | + |
| 96 | + @staticmethod |
| 97 | + def _kv_args(ttl_s: int) -> dict[str, int]: |
| 98 | + """Queue arguments for a single-message key-value slot.""" |
| 99 | + return { |
| 100 | + "x-message-ttl": ttl_s * 1000, |
| 101 | + "x-max-length": 1, |
| 102 | + "x-expires": ttl_s * 2 * 1000, |
| 103 | + } |
| 104 | + |
| 105 | + def _result_args(self) -> dict[str, int]: |
| 106 | + """Queue arguments for a per-task result queue.""" |
| 107 | + return { |
| 108 | + "x-message-ttl": self._result_ttl * 1000, |
| 109 | + "x-expires": self._result_ttl * 2 * 1000, |
| 110 | + } |
| 111 | + |
| 112 | + async def _kv_put( |
| 113 | + self, prefix: str, task_id: str, value: str, ttl_s: int, |
| 114 | + ) -> None: |
| 115 | + """Write to a per-task KV queue (``x-max-length: 1`` overwrites).""" |
| 116 | + import aio_pika |
| 117 | + |
| 118 | + channel = await self._get_channel() |
| 119 | + name = f"{prefix}{task_id}" |
| 120 | + await channel.declare_queue(name, arguments=self._kv_args(ttl_s)) |
| 121 | + await channel.default_exchange.publish( |
| 122 | + aio_pika.Message(value.encode()), |
| 123 | + routing_key=name, |
| 124 | + ) |
| 125 | + |
| 126 | + async def _kv_get( |
| 127 | + self, prefix: str, task_id: str, ttl_s: int, *, peek: bool = False, |
| 128 | + ) -> str | None: |
| 129 | + """Read from a per-task KV queue. |
| 130 | +
|
| 131 | + When *peek* is ``True`` the message is nack'd back so future |
| 132 | + reads still see it (used for cancellation flags). Otherwise the |
| 133 | + message is consumed. |
| 134 | + """ |
| 135 | + channel = await self._get_channel() |
| 136 | + name = f"{prefix}{task_id}" |
| 137 | + queue = await channel.declare_queue( |
| 138 | + name, arguments=self._kv_args(ttl_s), |
| 139 | + ) |
| 140 | + msg = await queue.get(fail=False, no_ack=not peek) |
| 141 | + if msg is None: |
| 142 | + return None |
| 143 | + if peek: |
| 144 | + await msg.nack(requeue=True) |
| 145 | + raw: str = msg.body.decode() |
| 146 | + return raw |
| 147 | + |
| 148 | + # -- Backend interface: tasks ----------------------------------------------- |
| 149 | + |
| 150 | + async def submit(self, task_json: str) -> None: |
| 151 | + import aio_pika |
| 152 | + |
| 153 | + channel = await self._get_channel() |
| 154 | + await channel.declare_queue(self._task_queue_name, durable=True) |
| 155 | + await channel.default_exchange.publish( |
| 156 | + aio_pika.Message( |
| 157 | + task_json.encode(), |
| 158 | + delivery_mode=aio_pika.DeliveryMode.PERSISTENT, |
| 159 | + ), |
| 160 | + routing_key=self._task_queue_name, |
| 161 | + ) |
| 162 | + |
| 163 | + async def listen(self) -> AsyncIterator[str]: |
| 164 | + channel = await self._new_channel() |
| 165 | + try: |
| 166 | + await channel.set_qos(prefetch_count=1) |
| 167 | + queue = await channel.declare_queue( |
| 168 | + self._task_queue_name, durable=True, |
| 169 | + ) |
| 170 | + async with queue.iterator() as qi: |
| 171 | + async for message in qi: |
| 172 | + async with message.process(): |
| 173 | + yield message.body.decode() |
| 174 | + finally: |
| 175 | + with contextlib.suppress(Exception): |
| 176 | + await channel.close() |
| 177 | + |
| 178 | + # -- Backend interface: results --------------------------------------------- |
| 179 | + |
| 180 | + async def send_result(self, task_id: str, result_json: str) -> None: |
| 181 | + import aio_pika |
| 182 | + |
| 183 | + channel = await self._get_channel() |
| 184 | + name = f"{self.RESULT_PREFIX}{task_id}" |
| 185 | + await channel.declare_queue(name, arguments=self._result_args()) |
| 186 | + await channel.default_exchange.publish( |
| 187 | + aio_pika.Message(result_json.encode()), |
| 188 | + routing_key=name, |
| 189 | + ) |
| 190 | + |
| 191 | + async def get_result(self, task_id: str, timeout: float | None = None) -> str: |
| 192 | + channel = await self._new_channel() |
| 193 | + try: |
| 194 | + name = f"{self.RESULT_PREFIX}{task_id}" |
| 195 | + queue = await channel.declare_queue( |
| 196 | + name, arguments=self._result_args(), |
| 197 | + ) |
| 198 | + future: asyncio.Future[str] = asyncio.get_running_loop().create_future() |
| 199 | + |
| 200 | + async def _on_message(msg: Any) -> None: |
| 201 | + await msg.ack() |
| 202 | + if not future.done(): |
| 203 | + future.set_result(msg.body.decode()) |
| 204 | + |
| 205 | + tag = await queue.consume(_on_message) |
| 206 | + try: |
| 207 | + if timeout is not None: |
| 208 | + try: |
| 209 | + return await asyncio.wait_for(future, timeout=timeout) |
| 210 | + except asyncio.TimeoutError: |
| 211 | + raise TimeoutError( |
| 212 | + f"Timed out waiting for result of task {task_id}" |
| 213 | + ) from None |
| 214 | + return await future |
| 215 | + finally: |
| 216 | + with contextlib.suppress(Exception): |
| 217 | + await queue.cancel(tag) |
| 218 | + finally: |
| 219 | + with contextlib.suppress(Exception): |
| 220 | + await channel.close() |
| 221 | + |
| 222 | + async def try_get_result(self, task_id: str) -> str | None: |
| 223 | + channel = await self._get_channel() |
| 224 | + name = f"{self.RESULT_PREFIX}{task_id}" |
| 225 | + queue = await channel.declare_queue( |
| 226 | + name, arguments=self._result_args(), |
| 227 | + ) |
| 228 | + msg = await queue.get(fail=False) |
| 229 | + if msg is None: |
| 230 | + return None |
| 231 | + await msg.ack() |
| 232 | + raw: str = msg.body.decode() |
| 233 | + return raw |
| 234 | + |
| 235 | + # -- Heartbeat ------------------------------------------------------------- |
| 236 | + |
| 237 | + async def send_heartbeat(self, task_id: str) -> None: |
| 238 | + await self._kv_put( |
| 239 | + self.HEARTBEAT_PREFIX, task_id, |
| 240 | + str(time.time()), self.HEARTBEAT_TTL, |
| 241 | + ) |
| 242 | + |
| 243 | + async def get_heartbeat(self, task_id: str) -> float | None: |
| 244 | + raw = await self._kv_get( |
| 245 | + self.HEARTBEAT_PREFIX, task_id, self.HEARTBEAT_TTL, |
| 246 | + ) |
| 247 | + return float(raw) if raw is not None else None |
| 248 | + |
| 249 | + # -- Cancellation ---------------------------------------------------------- |
| 250 | + |
| 251 | + async def cancel_task(self, task_id: str) -> None: |
| 252 | + await self._kv_put( |
| 253 | + self.CANCEL_PREFIX, task_id, "1", self.CANCEL_TTL, |
| 254 | + ) |
| 255 | + |
| 256 | + async def is_cancelled(self, task_id: str) -> bool: |
| 257 | + raw = await self._kv_get( |
| 258 | + self.CANCEL_PREFIX, task_id, self.CANCEL_TTL, peek=True, |
| 259 | + ) |
| 260 | + return raw is not None |
| 261 | + |
| 262 | + # -- Progress -------------------------------------------------------------- |
| 263 | + |
| 264 | + async def send_progress(self, task_id: str, progress_json: str) -> None: |
| 265 | + await self._kv_put( |
| 266 | + self.PROGRESS_PREFIX, task_id, progress_json, self.PROGRESS_TTL, |
| 267 | + ) |
| 268 | + |
| 269 | + async def get_progress(self, task_id: str) -> str | None: |
| 270 | + return await self._kv_get( |
| 271 | + self.PROGRESS_PREFIX, task_id, self.PROGRESS_TTL, |
| 272 | + ) |
| 273 | + |
| 274 | + # -- Result notifications -------------------------------------------------- |
| 275 | + |
| 276 | + async def notify_result(self, task_id: str) -> None: |
| 277 | + import aio_pika |
| 278 | + |
| 279 | + channel = await self._get_channel() |
| 280 | + exchange = await channel.declare_exchange( |
| 281 | + self.NOTIFY_EXCHANGE, aio_pika.ExchangeType.FANOUT, |
| 282 | + ) |
| 283 | + await exchange.publish( |
| 284 | + aio_pika.Message(task_id.encode()), |
| 285 | + routing_key="", |
| 286 | + ) |
| 287 | + |
| 288 | + async def subscribe_results(self) -> AsyncIterator[str]: |
| 289 | + import aio_pika |
| 290 | + |
| 291 | + channel = await self._new_channel() |
| 292 | + try: |
| 293 | + exchange = await channel.declare_exchange( |
| 294 | + self.NOTIFY_EXCHANGE, aio_pika.ExchangeType.FANOUT, |
| 295 | + ) |
| 296 | + queue = await channel.declare_queue(exclusive=True) |
| 297 | + await queue.bind(exchange) |
| 298 | + async with queue.iterator() as qi: |
| 299 | + async for message in qi: |
| 300 | + async with message.process(): |
| 301 | + yield message.body.decode() |
| 302 | + finally: |
| 303 | + with contextlib.suppress(Exception): |
| 304 | + await channel.close() |
| 305 | + |
| 306 | + # -- Lifecycle ------------------------------------------------------------- |
| 307 | + |
| 308 | + async def close(self) -> None: |
| 309 | + if self._channel is not None: |
| 310 | + with contextlib.suppress(Exception): |
| 311 | + await self._channel.close() |
| 312 | + self._channel = None |
| 313 | + if self._connection is not None: |
| 314 | + with contextlib.suppress(Exception): |
| 315 | + await self._connection.close() |
| 316 | + self._connection = None |
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