tests: add unit test for MinWordsInterruptionStrategy

This commit is contained in:
Aleix Conchillo Flaqué
2025-09-11 13:00:03 -07:00
parent 74b38b59d6
commit 57add41971

View File

@@ -8,16 +8,20 @@ import json
import unittest
from typing import Any
from pipecat.audio.interruptions.min_words_interruption_strategy import MinWordsInterruptionStrategy
from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams
from pipecat.audio.vad.vad_analyzer import VADParams
from pipecat.frames.frames import (
BotStartedSpeakingFrame,
EmulateUserStartedSpeakingFrame,
EmulateUserStoppedSpeakingFrame,
Frame,
FunctionCallInProgressFrame,
FunctionCallResultFrame,
FunctionCallResultProperties,
InterimTranscriptionFrame,
InterruptionFrame,
InterruptionTaskFrame,
LLMFullResponseEndFrame,
LLMFullResponseStartFrame,
OpenAILLMContextAssistantTimestampFrame,
@@ -27,6 +31,8 @@ from pipecat.frames.frames import (
UserStartedSpeakingFrame,
UserStoppedSpeakingFrame,
)
from pipecat.pipeline.pipeline import Pipeline
from pipecat.pipeline.task import PipelineParams
from pipecat.processors.aggregators.llm_response import (
LLMAssistantAggregatorParams,
LLMUserAggregatorParams,
@@ -36,6 +42,7 @@ from pipecat.processors.aggregators.openai_llm_context import (
OpenAILLMContext,
OpenAILLMContextFrame,
)
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
from pipecat.services.anthropic.llm import (
AnthropicAssistantContextAggregator,
AnthropicLLMContext,
@@ -481,6 +488,103 @@ class BaseTestUserContextAggregator:
)
self.check_message_content(context, 0, "How are you?")
async def test_min_words_interruption_strategy_one_word(self):
assert self.CONTEXT_CLASS is not None, "CONTEXT_CLASS must be set in a subclass"
assert self.AGGREGATOR_CLASS is not None, "AGGREGATOR_CLASS must be set in a subclass"
class ContextProcessor(FrameProcessor):
def __init__(self):
super().__init__()
self.context_received = False
async def process_frame(self, frame: Frame, direction: FrameDirection):
await super().process_frame(frame, direction)
if isinstance(frame, OpenAILLMContextFrame):
self.context_received = True
await self.push_frame(frame, direction)
context = self.CONTEXT_CLASS()
aggregator = self.AGGREGATOR_CLASS(context)
context_processor = ContextProcessor()
pipeline = Pipeline([aggregator, context_processor])
frames_to_send = [
BotStartedSpeakingFrame(),
UserStartedSpeakingFrame(),
TranscriptionFrame(text="Can", user_id="cat", timestamp=""),
SleepFrame(),
UserStoppedSpeakingFrame(),
]
expected_down_frames = [
BotStartedSpeakingFrame,
UserStartedSpeakingFrame,
UserStoppedSpeakingFrame,
]
await run_test(
pipeline,
frames_to_send=frames_to_send,
expected_down_frames=expected_down_frames,
pipeline_params=PipelineParams(
interruption_strategies=[MinWordsInterruptionStrategy(min_words=2)]
),
)
assert not context_processor.context_received
async def test_min_words_interruption_strategy_two_words(self):
assert self.CONTEXT_CLASS is not None, "CONTEXT_CLASS must be set in a subclass"
assert self.AGGREGATOR_CLASS is not None, "AGGREGATOR_CLASS must be set in a subclass"
class ContextProcessor(FrameProcessor):
def __init__(self):
super().__init__()
self.context_received = False
async def process_frame(self, frame: Frame, direction: FrameDirection):
await super().process_frame(frame, direction)
if isinstance(frame, OpenAILLMContextFrame):
self.context_received = True
elif isinstance(frame, InterruptionFrame):
self.context_received = False
await self.push_frame(frame, direction)
context = self.CONTEXT_CLASS()
aggregator = self.AGGREGATOR_CLASS(context)
context_processor = ContextProcessor()
pipeline = Pipeline([aggregator, context_processor])
frames_to_send = [
BotStartedSpeakingFrame(),
UserStartedSpeakingFrame(),
TranscriptionFrame(text="Can you", user_id="cat", timestamp=""),
SleepFrame(),
UserStoppedSpeakingFrame(),
]
expected_up_frames = [InterruptionTaskFrame]
expected_down_frames = [
BotStartedSpeakingFrame,
UserStartedSpeakingFrame,
InterruptionFrame,
UserStoppedSpeakingFrame,
*self.EXPECTED_CONTEXT_FRAMES,
]
await run_test(
pipeline,
frames_to_send=frames_to_send,
expected_up_frames=expected_up_frames,
expected_down_frames=expected_down_frames,
pipeline_params=PipelineParams(
interruption_strategies=[MinWordsInterruptionStrategy(min_words=2)]
),
)
self.check_message_content(context, 0, "Can you")
# If the context is not received or it has been cleared by the
# interruption then we have an issue.
assert context_processor.context_received
class BaseTestAssistantContextAggreagator:
CONTEXT_CLASS = None # To be set in subclasses