tests: added unit tests for UserTurnProcessor
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154
tests/test_user_turn_processor.py
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154
tests/test_user_turn_processor.py
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#
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# Copyright (c) 2024-2026, 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 unittest
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from pipecat.frames.frames import (
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InterruptionFrame,
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TranscriptionFrame,
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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VADUserStartedSpeakingFrame,
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VADUserStoppedSpeakingFrame,
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)
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from pipecat.pipeline.pipeline import Pipeline
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from pipecat.tests.utils import SleepFrame, run_test
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from pipecat.turns.user_stop import TranscriptionUserTurnStopStrategy
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from pipecat.turns.user_turn_processor import UserTurnProcessor
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from pipecat.turns.user_turn_strategies import UserTurnStrategies
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USER_TURN_STOP_TIMEOUT = 0.2
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TRANSCRIPTION_TIMEOUT = 0.1
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class TestUserTurnProcessor(unittest.IsolatedAsyncioTestCase):
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async def test_default_user_turn_strategies(self):
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user_turn_processor = UserTurnProcessor(user_turn_strategies=UserTurnStrategies())
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should_start = None
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should_stop = None
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@user_turn_processor.event_handler("on_user_turn_started")
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async def on_user_turn_started(processor, strategy):
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nonlocal should_start
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should_start = True
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@user_turn_processor.event_handler("on_user_turn_stopped")
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async def on_user_turn_stopped(processor, strategy):
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nonlocal should_stop
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should_stop = True
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pipeline = Pipeline([user_turn_processor])
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frames_to_send = [
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VADUserStartedSpeakingFrame(),
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TranscriptionFrame(text="Hello!", user_id="", timestamp="now"),
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SleepFrame(),
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VADUserStoppedSpeakingFrame(),
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]
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expected_down_frames = [
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VADUserStartedSpeakingFrame,
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UserStartedSpeakingFrame,
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InterruptionFrame,
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TranscriptionFrame,
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VADUserStoppedSpeakingFrame,
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UserStoppedSpeakingFrame,
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]
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await run_test(
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pipeline,
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frames_to_send=frames_to_send,
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expected_down_frames=expected_down_frames,
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)
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self.assertTrue(should_start)
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self.assertTrue(should_stop)
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async def test_user_turn_stop_timeout_no_transcription(self):
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user_turn_processor = UserTurnProcessor(
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user_turn_strategies=UserTurnStrategies(),
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user_turn_stop_timeout=USER_TURN_STOP_TIMEOUT,
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)
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should_start = None
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should_stop = None
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timeout = None
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@user_turn_processor.event_handler("on_user_turn_started")
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async def on_user_turn_started(processor, strategy):
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nonlocal should_start
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should_start = True
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@user_turn_processor.event_handler("on_user_turn_stopped")
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async def on_user_turn_stopped(processor, strategy):
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nonlocal should_stop
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should_stop = True
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@user_turn_processor.event_handler("on_user_turn_stop_timeout")
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async def on_user_turn_stop_timeout(processor):
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nonlocal timeout
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timeout = True
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pipeline = Pipeline([user_turn_processor])
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frames_to_send = [
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VADUserStartedSpeakingFrame(),
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VADUserStoppedSpeakingFrame(),
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SleepFrame(sleep=USER_TURN_STOP_TIMEOUT + 0.1),
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]
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await run_test(
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pipeline,
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frames_to_send=frames_to_send,
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)
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self.assertTrue(should_start)
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self.assertTrue(should_stop)
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self.assertTrue(timeout)
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async def test_user_turn_stop_timeout_transcription(self):
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user_turn_processor = UserTurnProcessor(
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user_turn_strategies=UserTurnStrategies(
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stop=[TranscriptionUserTurnStopStrategy(timeout=TRANSCRIPTION_TIMEOUT)],
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),
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user_turn_stop_timeout=USER_TURN_STOP_TIMEOUT,
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)
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should_start = None
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should_stop = None
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timeout = None
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@user_turn_processor.event_handler("on_user_turn_started")
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async def on_user_turn_started(processor, strategy):
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nonlocal should_start
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should_start = True
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@user_turn_processor.event_handler("on_user_turn_stopped")
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async def on_user_turn_stopped(processor, strategy):
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nonlocal should_stop
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should_stop = True
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@user_turn_processor.event_handler("on_user_turn_stop_timeout")
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async def on_user_turn_stop_timeout(processor):
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nonlocal timeout
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timeout = True
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pipeline = Pipeline([user_turn_processor])
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frames_to_send = [
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VADUserStartedSpeakingFrame(),
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VADUserStoppedSpeakingFrame(),
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SleepFrame(sleep=USER_TURN_STOP_TIMEOUT - 0.1),
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TranscriptionFrame(text="Hello!", user_id="", timestamp="now"),
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SleepFrame(sleep=USER_TURN_STOP_TIMEOUT - 0.1),
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SleepFrame(sleep=TRANSCRIPTION_TIMEOUT),
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]
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await run_test(
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pipeline,
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frames_to_send=frames_to_send,
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)
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# The transcription strategy should kick-in before the user turn end timeout.
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self.assertTrue(should_start)
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self.assertTrue(should_stop)
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self.assertFalse(timeout)
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