Merge pull request #2424 from pipecat-ai/aleix/system-frame-queues-fix
FrameProcessor: fix race condition on FrameProcessorQueue
This commit is contained in:
@@ -38,7 +38,10 @@ from pipecat.observers.base_observer import BaseObserver, FramePushed
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from pipecat.processors.metrics.frame_processor_metrics import FrameProcessorMetrics
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from pipecat.utils.asyncio.task_manager import BaseTaskManager
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from pipecat.utils.asyncio.watchdog_event import WatchdogEvent
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from pipecat.utils.asyncio.watchdog_priority_queue import WatchdogPriorityQueue
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from pipecat.utils.asyncio.watchdog_priority_queue import (
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WatchdogPriorityCancelSentinel,
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WatchdogPriorityQueue,
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)
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from pipecat.utils.asyncio.watchdog_queue import WatchdogQueue
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from pipecat.utils.base_object import BaseObject
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@@ -79,16 +82,8 @@ class FrameProcessorQueue(WatchdogPriorityQueue):
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"""A priority queue for systems frames and other frames.
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This is a specialized queue for frame processors that separates and
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prioritizes system frames over other frames.
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This queue uses two internal `WatchdogQueue` instances:
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- One for system-level frames (`SystemFrame`)
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- One for regular frames
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It ensures that `SystemFrame` objects are processed before any other
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frames. Additionally, it uses an `asyncio.Event` to signal when new items
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have been added to either queue, allowing consumers to wait efficiently when
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the queue is empty.
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prioritizes system frames over other frames. It ensures that `SystemFrame`
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objects are processed before any other frames by using a priority queue.
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"""
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@@ -103,26 +98,33 @@ class FrameProcessorQueue(WatchdogPriorityQueue):
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"""
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super().__init__(manager)
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self.__counter = 0
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self.__system_counter = 0
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self.__high_counter = 0
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self.__low_counter = 0
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async def put(self, item: Tuple[Frame, FrameDirection, FrameCallback]):
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"""Put an item into the appropriate queue.
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async def put(
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self, item: WatchdogPriorityCancelSentinel | Tuple[Frame, FrameDirection, FrameCallback]
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):
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"""Put an item into the priority queue.
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System frames (`SystemFrame`) are placed into the system queue and all others
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into the regular queue. Signals the event to wake up any waiting consumers.
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System frames (`SystemFrame`) have higher priority than any other
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frames. If a non-frame item (e.g. a watchdog cancellation sentinel) is
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provided it will have the highest priority.
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Args:
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item (Any): The item to enqueue.
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"""
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if isinstance(item, WatchdogPriorityCancelSentinel):
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await super().put(item)
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return
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frame, _, _ = item
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if isinstance(frame, SystemFrame):
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await super().put((self.HIGH_PRIORITY, self.__system_counter, item))
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self.__system_counter += 1
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self.__high_counter += 1
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await super().put((self.HIGH_PRIORITY, self.__high_counter, item))
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else:
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await super().put((self.LOW_PRIORITY, self.__counter, item))
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self.__counter += 1
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self.__low_counter += 1
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await super().put((self.LOW_PRIORITY, self.__low_counter, item))
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async def get(self) -> Any:
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"""Retrieve the next item from the queue.
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@@ -20,7 +20,17 @@ from pipecat.utils.asyncio.task_manager import BaseTaskManager
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@dataclass
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class _WatchdogPriorityCancelSentinel:
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class WatchdogPriorityCancelSentinel:
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"""Sentinel object used in priority queues to force cancellation.
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An instance of this class is typically inserted into a
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`WatchdogPriorityQueue` to act as a high-priority marker asyncio task
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cancellation. The `__lt__` method always returns `True`, ensuring that the
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sentinel is considered "less than" any other item in the queue, and
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therefore processed before anything else.
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"""
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def __lt__(self, other):
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return True
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@@ -62,7 +72,7 @@ class WatchdogPriorityQueue(asyncio.PriorityQueue):
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else:
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get_result = await super().get()
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if isinstance(get_result, _WatchdogPriorityCancelSentinel):
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if isinstance(get_result, WatchdogPriorityCancelSentinel):
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logger.trace(
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"Received WatchdogPriorityCancelSentinel, throwing CancelledError to force cancelling"
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)
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@@ -91,7 +101,7 @@ class WatchdogPriorityQueue(asyncio.PriorityQueue):
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forces the task to raise CancelledError when consumed, ensuring proper
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task termination.
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"""
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super().put_nowait(_WatchdogPriorityCancelSentinel())
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super().put_nowait(WatchdogPriorityCancelSentinel())
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async def _watchdog_get(self):
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"""Get item from queue while periodically resetting watchdog timer."""
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@@ -20,7 +20,14 @@ from pipecat.utils.asyncio.task_manager import BaseTaskManager
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@dataclass
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class _WatchdogQueueCancelSentinel:
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class WatchdogQueueCancelSentinel:
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"""Sentinel object used in queues to force cancellation.
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An instance of this class is typically inserted into a `WatchdogQueue` to
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act as a marker for asyncio task cancellation.
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"""
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pass
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@@ -61,7 +68,7 @@ class WatchdogQueue(asyncio.Queue):
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else:
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get_result = await super().get()
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if isinstance(get_result, _WatchdogQueueCancelSentinel):
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if isinstance(get_result, WatchdogQueueCancelSentinel):
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logger.trace(
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"Received WatchdogQueueCancelFrame, throwing CancelledError to force cancelling"
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)
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@@ -90,7 +97,7 @@ class WatchdogQueue(asyncio.Queue):
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forces the task to raise CancelledError when consumed, ensuring proper
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task termination.
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"""
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super().put_nowait(_WatchdogQueueCancelSentinel())
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super().put_nowait(WatchdogQueueCancelSentinel())
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async def _watchdog_get(self):
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"""Get item from queue while periodically resetting watchdog timer."""
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65
tests/test_watchdog_queue.py
Normal file
65
tests/test_watchdog_queue.py
Normal file
@@ -0,0 +1,65 @@
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#
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# Copyright (c) 2024-2025 Daily
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#
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# SPDX-License-Identifier: BSD 2-Clause License
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#
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import asyncio
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import unittest
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from pipecat.utils.asyncio.task_manager import TaskManager
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from pipecat.utils.asyncio.watchdog_priority_queue import WatchdogPriorityQueue
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from pipecat.utils.asyncio.watchdog_queue import WatchdogQueue
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class TestWatchdogQueue(unittest.IsolatedAsyncioTestCase):
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async def test_simple_item(self):
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queue = WatchdogQueue(TaskManager())
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await queue.put(1)
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await queue.put(2)
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await queue.put(3)
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self.assertEqual(await queue.get(), 1)
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queue.task_done()
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self.assertEqual(await queue.get(), 2)
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queue.task_done()
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self.assertEqual(await queue.get(), 3)
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queue.task_done()
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async def test_watchdog_sentinel(self):
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queue = WatchdogQueue(TaskManager())
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await queue.put(1)
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self.assertEqual(await queue.get(), 1)
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queue.task_done()
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# The get should throw an exception.
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queue.cancel()
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try:
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await queue.get()
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assert False
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except asyncio.CancelledError:
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assert True
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class TestWatchdogPriorityQueue(unittest.IsolatedAsyncioTestCase):
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async def test_simple_item(self):
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queue = WatchdogPriorityQueue(TaskManager())
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await queue.put((3, 1))
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await queue.put((2, 1))
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await queue.put((1, 1))
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self.assertEqual(await queue.get(), (1, 1))
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queue.task_done()
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self.assertEqual(await queue.get(), (2, 1))
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queue.task_done()
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self.assertEqual(await queue.get(), (3, 1))
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queue.task_done()
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async def test_watchdog_sentinel(self):
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queue = WatchdogPriorityQueue(TaskManager())
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await queue.put((0, 1))
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# The get should throw an exception because the watchdog sentinel has
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# higher priority.
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queue.cancel()
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try:
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await queue.get()
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assert False
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except asyncio.CancelledError:
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assert True
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