blakeblackshear.frigate/frigate/service_manager/multiprocessing_waiter.py

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Add service manager infrastructure (#14150) * Add service manager infrastructure The changes are (This will be a bit long): - A ServiceManager class that spawns a background thread and deals with service lifecycle management. The idea is that service lifecycle code will run in async functions, so a single thread is enough to manage any (reasonable) amount of services. - A Service class, that offers start(), stop() and restart() methods that simply notify the service manager to... well. Start, stop or restart a service. (!) Warning: Note that this differs from mp.Process.start/stop in that the service commands are sent asynchronously and will complete "eventually". This is good because it means that business logic is fast when booting up and shutting down, but we need to make sure that code does not rely on start() and stop() being instant (Mainly pid assignments). Subclasses of the Service class should use the on_start and on_stop methods to monitor for service events. These will be run by the service manager thread, so we need to be careful not to block execution here. Standard async stuff. (!) Note on service names: Service names should be unique within a ServiceManager. Make sure that you pass the name you want to super().__init__(name="...") if you plan to spawn multiple instances of a service. - A ServiceProcess class: A Service that wraps a multiprocessing.Process into a Service. It offers a run() method subclasses can override and can support in-place restarting using the service manager. And finally, I lied a bit about this whole thing using a single thread. I can't find any way to run python multiprocessing in async, so there is a MultiprocessingWaiter thread that waits for multiprocessing events and notifies any pending futures. This was uhhh... fun? No, not really. But it works. Using this part of the code just involves calling the provided wait method. See the implementation of ServiceProcess for more details. Mirror util.Process hooks onto service process Remove Service.__name attribute Do not serialize process object on ServiceProcess start. asd * Update frigate dictionary * Convert AudioProcessor to service process
2024-10-21 17:00:38 +02:00
import asyncio
import functools
import logging
import multiprocessing as mp
import queue
import threading
from multiprocessing.connection import Connection
from multiprocessing.connection import wait as mp_wait
from socket import socket
from typing import Any, Optional, Union
logger = logging.getLogger(__name__)
class MultiprocessingWaiter(threading.Thread):
"""A background thread that manages futures for the multiprocessing.connection.wait() method."""
def __init__(self) -> None:
super().__init__(daemon=True)
# Queue of objects to wait for and futures to set results for.
self._queue: queue.Queue[tuple[Any, asyncio.Future[None]]] = queue.Queue()
# This is required to get mp_wait() to wake up when new objects to wait for are received.
receive, send = mp.Pipe(duplex=False)
self._receive_connection = receive
self._send_connection = send
def wait_for_sentinel(self, sentinel: Any) -> asyncio.Future[None]:
"""Create an asyncio.Future tracking a sentinel for multiprocessing.connection.wait()
Warning: This method is NOT thread-safe.
"""
# This would be incredibly stupid, but you never know.
assert sentinel != self._receive_connection
# Send the future to the background thread for processing.
future = asyncio.get_running_loop().create_future()
self._queue.put((sentinel, future))
# Notify the background thread.
#
# This is the non-thread-safe part, but since this method is not really meant to be called
# by users, we can get away with not adding a lock at this point (to avoid adding 2 locks).
self._send_connection.send_bytes(b".")
return future
def run(self) -> None:
logger.debug("Started background thread")
wait_dict: dict[Any, set[asyncio.Future[None]]] = {
self._receive_connection: set()
}
while True:
for ready_obj in mp_wait(wait_dict.keys()):
# Make sure we never remove the receive connection from the wait dict
if ready_obj is self._receive_connection:
continue
logger.debug(
f"Sentinel {ready_obj!r} is ready. "
f"Notifying {len(wait_dict[ready_obj])} future(s)."
)
# Go over all the futures attached to this object and mark them as ready.
for fut in wait_dict.pop(ready_obj):
if fut.cancelled():
logger.debug(
f"A future for sentinel {ready_obj!r} is ready, "
"but the future is cancelled. Skipping."
)
else:
fut.get_loop().call_soon_threadsafe(
# Note: We need to check fut.cancelled() again, since it might
# have been set before the event loop's definition of "soon".
functools.partial(
lambda fut: fut.cancelled() or fut.set_result(None), fut
)
)
# Check for cancellations in the remaining futures.
done_objects = []
for obj, fut_set in wait_dict.items():
if obj is self._receive_connection:
continue
# Find any cancelled futures and remove them.
cancelled = [fut for fut in fut_set if fut.cancelled()]
fut_set.difference_update(cancelled)
logger.debug(
f"Removing {len(cancelled)} future(s) from sentinel: {obj!r}"
)
# Mark objects with no remaining futures for removal.
if len(fut_set) == 0:
done_objects.append(obj)
# Remove any objects that are done after removing cancelled futures.
for obj in done_objects:
logger.debug(
f"Sentinel {obj!r} no longer has any futures waiting for it."
)
del wait_dict[obj]
# Get new objects to wait for from the queue.
while True:
try:
obj, fut = self._queue.get_nowait()
self._receive_connection.recv_bytes(maxlength=1)
self._queue.task_done()
logger.debug(f"Received new sentinel: {obj!r}")
wait_dict.setdefault(obj, set()).add(fut)
except queue.Empty:
break
waiter_lock = threading.Lock()
waiter_thread: Optional[MultiprocessingWaiter] = None
async def wait(object: Union[mp.Process, Connection, socket]) -> None:
"""Wait for the supplied object to be ready.
Under the hood, this uses multiprocessing.connection.wait() and a background thread manage the
returned futures.
"""
global waiter_thread, waiter_lock
sentinel: Union[Connection, socket, int]
if isinstance(object, mp.Process):
sentinel = object.sentinel
elif isinstance(object, Connection) or isinstance(object, socket):
sentinel = object
else:
raise ValueError(f"Cannot wait for object of type {type(object).__qualname__}")
with waiter_lock:
if waiter_thread is None:
# Start a new waiter thread.
waiter_thread = MultiprocessingWaiter()
waiter_thread.start()
# Create the future while still holding the lock,
# since wait_for_sentinel() is not thread safe.
fut = waiter_thread.wait_for_sentinel(sentinel)
await fut