improved unit tests / add a run_test function to test processors
This commit is contained in:
2
.github/workflows/tests.yaml
vendored
2
.github/workflows/tests.yaml
vendored
@@ -49,4 +49,4 @@ jobs:
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- name: Test with pytest
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run: |
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source .venv/bin/activate
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pytest --ignore-glob="*to_be_updated*" --ignore-glob=*pipeline_source* src tests
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pytest
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@@ -82,7 +82,10 @@ whisper = [ "faster-whisper~=1.1.0" ]
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where = ["src"]
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[tool.pytest.ini_options]
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addopts = "--verbose --disable-warnings"
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testpaths = ["tests"]
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pythonpath = ["src"]
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asyncio_default_fixture_loop_scope = "function"
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[tool.setuptools_scm]
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local_scheme = "no-local-version"
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@@ -1,276 +0,0 @@
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# tests/test_custom_user_context.py
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"""Tests for CustomLLMUserContextAggregator"""
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import asyncio
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import unittest
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from dataclasses import dataclass
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from typing import List
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from pipecat.clocks.system_clock import SystemClock
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from pipecat.frames.frames import (
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ControlFrame,
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Frame,
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StartFrame,
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TranscriptionFrame,
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InterimTranscriptionFrame,
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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)
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from pipecat.processors.aggregators.llm_response import LLMUserContextAggregator
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from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
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from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContextFrame
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
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# Note that UserStartedSpeakingFrame always come with StartInterruptionFrame
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# and UserStoppedSpeakingFrame always come with StopInterruptionFrame
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# S E -> None
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# S T E -> T
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# S I T E -> T
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# S I E T -> T
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# S I E I T -> T
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# S E T -> T
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# S E I T -> T
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# S T1 I E S T2 E -> (T1 T2)
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# S I E T1 I T2 -> T1 Interruption T2
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# S T1 E T2 -> T1 Interruption T2
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# S E T1 B T2 -> T1 Bot Interruption T2
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# S E T1 T2 -> T1 Interruption T2
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@dataclass
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class EndTestFrame(ControlFrame):
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pass
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class QueuedFrameProcessor(FrameProcessor):
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def __init__(self, queue: asyncio.Queue, ignore_start: bool = True):
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super().__init__()
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self._queue = queue
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self._ignore_start = ignore_start
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async def process_frame(self, frame: Frame, direction: FrameDirection):
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await super().process_frame(frame, direction)
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if self._ignore_start and isinstance(frame, StartFrame):
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return
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await self._queue.put(frame)
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async def make_test(
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frames_to_send: List[Frame], expected_returned_frames: List[type]
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) -> List[Frame]:
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context_aggregator = LLMUserContextAggregator(
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OpenAILLMContext(messages=[{"role": "", "content": ""}])
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)
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received = asyncio.Queue()
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test_processor = QueuedFrameProcessor(received)
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context_aggregator.link(test_processor)
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await context_aggregator.queue_frame(StartFrame(clock=SystemClock()))
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for frame in frames_to_send:
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await context_aggregator.process_frame(frame, direction=FrameDirection.DOWNSTREAM)
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await context_aggregator.queue_frame(EndTestFrame())
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received_frames: List[Frame] = []
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running = True
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while running:
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frame = await received.get()
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running = not isinstance(frame, EndTestFrame)
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if running:
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received_frames.append(frame)
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assert len(received_frames) == len(expected_returned_frames)
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for real, expected in zip(received_frames, expected_returned_frames):
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assert isinstance(real, expected)
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return received_frames
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class TestFrameProcessing(unittest.IsolatedAsyncioTestCase):
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# S E ->
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async def test_s_e(self):
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"""S E case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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UserStoppedSpeakingFrame(),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S T E -> T
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async def test_s_t_e(self):
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"""S T E case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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TranscriptionFrame("Hello", "", ""),
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UserStoppedSpeakingFrame(),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S I T E -> T
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async def test_s_i_t_e(self):
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"""S I T E case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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InterimTranscriptionFrame("This", "", ""),
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TranscriptionFrame("This is a test", "", ""),
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UserStoppedSpeakingFrame(),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S I E T -> T
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async def test_s_i_e_t(self):
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"""S I E T case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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InterimTranscriptionFrame("This", "", ""),
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UserStoppedSpeakingFrame(),
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TranscriptionFrame("This is a test", "", ""),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S I E I T -> T
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async def test_s_i_e_i_t(self):
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"""S I E I T case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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InterimTranscriptionFrame("This", "", ""),
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UserStoppedSpeakingFrame(),
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InterimTranscriptionFrame("This is", "", ""),
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TranscriptionFrame("This is a test", "", ""),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S E T -> T
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async def test_s_e_t(self):
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"""S E case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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UserStoppedSpeakingFrame(),
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TranscriptionFrame("This is a test", "", ""),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S E I T -> T
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async def test_s_e_i_t(self):
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"""S E I T case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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UserStoppedSpeakingFrame(),
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InterimTranscriptionFrame("This", "", ""),
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TranscriptionFrame("This is a test", "", ""),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await make_test(frames_to_send, expected_returned_frames)
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# S T1 I E S T2 E -> "T1 T2"
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async def test_s_t1_i_e_s_t2_e(self):
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"""S T1 I E S T2 E case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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TranscriptionFrame("T1", "", ""),
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InterimTranscriptionFrame("", "", ""),
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UserStoppedSpeakingFrame(),
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UserStartedSpeakingFrame(),
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TranscriptionFrame("T2", "", ""),
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UserStoppedSpeakingFrame(),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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result = await make_test(frames_to_send, expected_returned_frames)
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assert result[-1].context.messages[-1]["content"] == "T1 T2"
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# S I E T1 I T2 -> T1 Interruption T2
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async def test_s_i_e_t1_i_t2(self):
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"""S I E T1 I T2 case"""
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frames_to_send = [
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UserStartedSpeakingFrame(),
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InterimTranscriptionFrame("", "", ""),
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UserStoppedSpeakingFrame(),
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TranscriptionFrame("T1", "", ""),
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InterimTranscriptionFrame("", "", ""),
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TranscriptionFrame("T2", "", ""),
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]
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expected_returned_frames = [
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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OpenAILLMContextFrame,
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]
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result = await make_test(frames_to_send, expected_returned_frames)
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assert result[-2].context.messages[-2]["content"] == "T1"
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assert result[-1].context.messages[-1]["content"] == "T2"
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# # S T1 E T2 -> T1 Interruption T2
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# async def test_s_t1_e_t2(self):
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# """S T1 E T2 case"""
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# frames_to_send = [
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# UserStartedSpeakingFrame(),
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# TranscriptionFrame("T1", "", ""),
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# UserStoppedSpeakingFrame(),
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# TranscriptionFrame("T2", "", ""),
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# ]
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# expected_returned_frames = [
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# UserStartedSpeakingFrame,
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# UserStoppedSpeakingFrame,
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# OpenAILLMContextFrame,
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# OpenAILLMContextFrame,
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# ]
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# result = await make_test(frames_to_send, expected_returned_frames)
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# assert result[-1].context.messages[-1]["content"] == " T1 T2"
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# # S E T1 T2 -> T1 Interruption T2
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# async def test_s_e_t1_t2(self):
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# """S E T1 T2 case"""
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# frames_to_send = [
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# UserStartedSpeakingFrame(),
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# UserStoppedSpeakingFrame(),
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# TranscriptionFrame("T1", "", ""),
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# TranscriptionFrame("T2", "", ""),
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# ]
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# expected_returned_frames = [
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# UserStartedSpeakingFrame,
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# UserStoppedSpeakingFrame,
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# OpenAILLMContextFrame,
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# OpenAILLMContextFrame,
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# ]
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# result = await make_test(frames_to_send, expected_returned_frames)
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# assert result[-1].context.messages[-1]["content"] == " T1 T2"
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0
tests/__init__.py
Normal file
0
tests/__init__.py
Normal file
0
tests/processors/__init__.py
Normal file
0
tests/processors/__init__.py
Normal file
0
tests/processors/aggregators/__init__.py
Normal file
0
tests/processors/aggregators/__init__.py
Normal file
370
tests/processors/aggregators/test_llm_response.py
Normal file
370
tests/processors/aggregators/test_llm_response.py
Normal file
@@ -0,0 +1,370 @@
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#
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# Copyright (c) 2024, 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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BotInterruptionFrame,
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InterimTranscriptionFrame,
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LLMFullResponseEndFrame,
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LLMFullResponseStartFrame,
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StartInterruptionFrame,
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StopInterruptionFrame,
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TextFrame,
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TranscriptionFrame,
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UserStartedSpeakingFrame,
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UserStoppedSpeakingFrame,
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)
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from pipecat.processors.aggregators.llm_response import (
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LLMAssistantContextAggregator,
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LLMFullResponseAggregator,
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LLMUserContextAggregator,
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)
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from pipecat.processors.aggregators.openai_llm_context import (
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OpenAILLMContext,
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OpenAILLMContextFrame,
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)
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from tests.utils import run_test
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class TestLLMUserContextAggregator(unittest.IsolatedAsyncioTestCase):
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# S E ->
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async def test_s_e(self):
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"""S E case"""
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context_aggregator = LLMUserContextAggregator(
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OpenAILLMContext(messages=[{"role": "", "content": ""}])
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)
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frames_to_send = [
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StartInterruptionFrame(),
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UserStartedSpeakingFrame(),
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StopInterruptionFrame(),
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UserStoppedSpeakingFrame(),
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]
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expected_returned_frames = [
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StartInterruptionFrame,
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UserStartedSpeakingFrame,
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StopInterruptionFrame,
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UserStoppedSpeakingFrame,
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]
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await run_test(context_aggregator, frames_to_send, expected_returned_frames)
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# S T E -> T
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async def test_s_t_e(self):
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"""S T E case"""
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context_aggregator = LLMUserContextAggregator(
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OpenAILLMContext(messages=[{"role": "", "content": ""}])
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)
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frames_to_send = [
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StartInterruptionFrame(),
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UserStartedSpeakingFrame(),
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TranscriptionFrame("Hello", "", ""),
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StopInterruptionFrame(),
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UserStoppedSpeakingFrame(),
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]
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expected_returned_frames = [
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StartInterruptionFrame,
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UserStartedSpeakingFrame,
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StopInterruptionFrame,
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UserStoppedSpeakingFrame,
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OpenAILLMContextFrame,
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]
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await run_test(context_aggregator, frames_to_send, expected_returned_frames)
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# S I T E -> T
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async def test_s_i_t_e(self):
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"""S I T E case"""
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context_aggregator = LLMUserContextAggregator(
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OpenAILLMContext(messages=[{"role": "", "content": ""}])
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)
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frames_to_send = [
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StartInterruptionFrame(),
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UserStartedSpeakingFrame(),
|
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InterimTranscriptionFrame("This", "", ""),
|
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TranscriptionFrame("This is a test", "", ""),
|
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StopInterruptionFrame(),
|
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UserStoppedSpeakingFrame(),
|
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]
|
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expected_returned_frames = [
|
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StartInterruptionFrame,
|
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UserStartedSpeakingFrame,
|
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StopInterruptionFrame,
|
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UserStoppedSpeakingFrame,
|
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OpenAILLMContextFrame,
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]
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await run_test(context_aggregator, frames_to_send, expected_returned_frames)
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|
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# S I E T -> T
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async def test_s_i_e_t(self):
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"""S I E T case"""
|
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context_aggregator = LLMUserContextAggregator(
|
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OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
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)
|
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frames_to_send = [
|
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StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
InterimTranscriptionFrame("This", "", ""),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
TranscriptionFrame("This is a test", "", ""),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
await run_test(context_aggregator, frames_to_send, expected_returned_frames)
|
||||
|
||||
# S I E I T -> T
|
||||
async def test_s_i_e_i_t(self):
|
||||
"""S I E I T case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
InterimTranscriptionFrame("This", "", ""),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
InterimTranscriptionFrame("This is", "", ""),
|
||||
TranscriptionFrame("This is a test", "", ""),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
await run_test(context_aggregator, frames_to_send, expected_returned_frames)
|
||||
|
||||
# S E T -> T
|
||||
async def test_s_e_t(self):
|
||||
"""S E case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
TranscriptionFrame("This is a test", "", ""),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
await run_test(context_aggregator, frames_to_send, expected_returned_frames)
|
||||
|
||||
# S E I T -> T
|
||||
async def test_s_e_i_t(self):
|
||||
"""S E I T case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
InterimTranscriptionFrame("This", "", ""),
|
||||
TranscriptionFrame("This is a test", "", ""),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
await run_test(context_aggregator, frames_to_send, expected_returned_frames)
|
||||
|
||||
# S T1 I E S T2 E -> "T1 T2"
|
||||
async def test_s_t1_i_e_s_t2_e(self):
|
||||
"""S T1 I E S T2 E case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
TranscriptionFrame("T1", "", ""),
|
||||
InterimTranscriptionFrame("", "", ""),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
TranscriptionFrame("T2", "", ""),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
(received_down, _) = await run_test(
|
||||
context_aggregator, frames_to_send, expected_returned_frames
|
||||
)
|
||||
assert received_down[-1].context.messages[-1]["content"] == "T1 T2"
|
||||
|
||||
# S I E T1 I T2 -> T1 Interruption T2
|
||||
async def test_s_i_e_t1_i_t2(self):
|
||||
"""S I E T1 I T2 case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
InterimTranscriptionFrame("", "", ""),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
TranscriptionFrame("T1", "", ""),
|
||||
InterimTranscriptionFrame("", "", ""),
|
||||
TranscriptionFrame("T2", "", ""),
|
||||
]
|
||||
expected_down_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
expected_up_frames = [
|
||||
BotInterruptionFrame,
|
||||
]
|
||||
(received_down, _) = await run_test(
|
||||
context_aggregator, frames_to_send, expected_down_frames, expected_up_frames
|
||||
)
|
||||
assert received_down[-1].context.messages[-2]["content"] == "T1"
|
||||
assert received_down[-1].context.messages[-1]["content"] == "T2"
|
||||
|
||||
# S T1 E T2 -> T1 Interruption T2
|
||||
async def test_s_t1_e_t2(self):
|
||||
"""S T1 E T2 case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
TranscriptionFrame("T1", "", ""),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
TranscriptionFrame("T2", "", ""),
|
||||
]
|
||||
expected_down_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
expected_up_frames = [
|
||||
BotInterruptionFrame,
|
||||
]
|
||||
(received_down, _) = await run_test(
|
||||
context_aggregator, frames_to_send, expected_down_frames, expected_up_frames
|
||||
)
|
||||
assert received_down[-1].context.messages[-2]["content"] == "T1"
|
||||
assert received_down[-1].context.messages[-1]["content"] == "T2"
|
||||
|
||||
# S E T1 T2 -> T1 Interruption T2
|
||||
async def test_s_e_t1_t2(self):
|
||||
"""S E T1 T2 case"""
|
||||
context_aggregator = LLMUserContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
StartInterruptionFrame(),
|
||||
UserStartedSpeakingFrame(),
|
||||
StopInterruptionFrame(),
|
||||
UserStoppedSpeakingFrame(),
|
||||
TranscriptionFrame("T1", "", ""),
|
||||
TranscriptionFrame("T2", "", ""),
|
||||
]
|
||||
expected_down_frames = [
|
||||
StartInterruptionFrame,
|
||||
UserStartedSpeakingFrame,
|
||||
StopInterruptionFrame,
|
||||
UserStoppedSpeakingFrame,
|
||||
OpenAILLMContextFrame,
|
||||
OpenAILLMContextFrame,
|
||||
]
|
||||
expected_up_frames = [
|
||||
BotInterruptionFrame,
|
||||
]
|
||||
(received_down, _) = await run_test(
|
||||
context_aggregator, frames_to_send, expected_down_frames, expected_up_frames
|
||||
)
|
||||
assert received_down[-1].context.messages[-2]["content"] == "T1"
|
||||
assert received_down[-1].context.messages[-1]["content"] == "T2"
|
||||
|
||||
|
||||
class TestLLMAssistantContextAggregator(unittest.IsolatedAsyncioTestCase):
|
||||
# S T E -> T
|
||||
async def test_s_t_e(self):
|
||||
"""S T E case"""
|
||||
context_aggregator = LLMAssistantContextAggregator(
|
||||
OpenAILLMContext(messages=[{"role": "", "content": ""}])
|
||||
)
|
||||
frames_to_send = [
|
||||
LLMFullResponseStartFrame(),
|
||||
TextFrame("Hello this is Pipecat speaking!"),
|
||||
TextFrame("How are you?"),
|
||||
LLMFullResponseEndFrame(),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
LLMFullResponseStartFrame,
|
||||
OpenAILLMContextFrame,
|
||||
LLMFullResponseEndFrame,
|
||||
]
|
||||
(received_down, _) = await run_test(
|
||||
context_aggregator, frames_to_send, expected_returned_frames
|
||||
)
|
||||
assert (
|
||||
received_down[-2].context.messages[-1]["content"]
|
||||
== "Hello this is Pipecat speaking! How are you?"
|
||||
)
|
||||
|
||||
|
||||
class TestLLMFullResponseAggregator(unittest.IsolatedAsyncioTestCase):
|
||||
# S T E -> T
|
||||
async def test_s_t_e(self):
|
||||
"""S T E case"""
|
||||
response_aggregator = LLMFullResponseAggregator()
|
||||
frames_to_send = [
|
||||
LLMFullResponseStartFrame(),
|
||||
TextFrame("Hello "),
|
||||
TextFrame("this "),
|
||||
TextFrame("is "),
|
||||
TextFrame("Pipecat!"),
|
||||
LLMFullResponseEndFrame(),
|
||||
]
|
||||
expected_returned_frames = [
|
||||
LLMFullResponseStartFrame,
|
||||
TextFrame,
|
||||
LLMFullResponseEndFrame,
|
||||
]
|
||||
(received_down, _) = await run_test(
|
||||
response_aggregator, frames_to_send, expected_returned_frames
|
||||
)
|
||||
assert received_down[-2].text == "Hello this is Pipecat!"
|
||||
0
tests/processors/frameworks/__init__.py
Normal file
0
tests/processors/frameworks/__init__.py
Normal file
0
tests/services/__init__.py
Normal file
0
tests/services/__init__.py
Normal file
96
tests/utils.py
Normal file
96
tests/utils.py
Normal file
@@ -0,0 +1,96 @@
|
||||
#
|
||||
# Copyright (c) 2024, Daily
|
||||
#
|
||||
# SPDX-License-Identifier: BSD 2-Clause License
|
||||
#
|
||||
|
||||
import asyncio
|
||||
from dataclasses import dataclass
|
||||
from typing import List, Tuple
|
||||
|
||||
from pipecat.clocks.system_clock import SystemClock
|
||||
from pipecat.frames.frames import (
|
||||
ControlFrame,
|
||||
Frame,
|
||||
StartFrame,
|
||||
)
|
||||
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
|
||||
|
||||
|
||||
@dataclass
|
||||
class EndTestFrame(ControlFrame):
|
||||
pass
|
||||
|
||||
|
||||
class QueuedFrameProcessor(FrameProcessor):
|
||||
def __init__(self, queue: asyncio.Queue, ignore_start: bool = True):
|
||||
super().__init__()
|
||||
self._queue = queue
|
||||
self._ignore_start = ignore_start
|
||||
|
||||
async def process_frame(self, frame: Frame, direction: FrameDirection):
|
||||
await super().process_frame(frame, direction)
|
||||
if self._ignore_start and isinstance(frame, StartFrame):
|
||||
return
|
||||
await self._queue.put(frame)
|
||||
|
||||
|
||||
async def run_test(
|
||||
processor: FrameProcessor,
|
||||
frames_to_send: List[Frame],
|
||||
expected_down_frames: List[type],
|
||||
expected_up_frames: List[type] = [],
|
||||
) -> Tuple[List[Frame], List[Frame]]:
|
||||
received_up = asyncio.Queue()
|
||||
received_down = asyncio.Queue()
|
||||
up_processor = QueuedFrameProcessor(received_up)
|
||||
down_processor = QueuedFrameProcessor(received_down)
|
||||
|
||||
up_processor.link(processor)
|
||||
processor.link(down_processor)
|
||||
|
||||
await processor.queue_frame(StartFrame(clock=SystemClock()))
|
||||
|
||||
for frame in frames_to_send:
|
||||
await processor.process_frame(frame, FrameDirection.DOWNSTREAM)
|
||||
|
||||
await processor.queue_frame(EndTestFrame())
|
||||
await processor.queue_frame(EndTestFrame(), FrameDirection.UPSTREAM)
|
||||
|
||||
#
|
||||
# Down frames
|
||||
#
|
||||
received_down_frames: List[Frame] = []
|
||||
running = True
|
||||
while running:
|
||||
frame = await received_down.get()
|
||||
running = not isinstance(frame, EndTestFrame)
|
||||
if running:
|
||||
received_down_frames.append(frame)
|
||||
|
||||
print("received DOWN frames =", received_down_frames)
|
||||
|
||||
assert len(received_down_frames) == len(expected_down_frames)
|
||||
|
||||
for real, expected in zip(received_down_frames, expected_down_frames):
|
||||
assert isinstance(real, expected)
|
||||
|
||||
#
|
||||
# Up frames
|
||||
#
|
||||
received_up_frames: List[Frame] = []
|
||||
running = True
|
||||
while running:
|
||||
frame = await received_up.get()
|
||||
running = not isinstance(frame, EndTestFrame)
|
||||
if running:
|
||||
received_up_frames.append(frame)
|
||||
|
||||
print("received UP frames =", received_up_frames)
|
||||
|
||||
assert len(received_up_frames) == len(expected_up_frames)
|
||||
|
||||
for real, expected in zip(received_up_frames, expected_up_frames):
|
||||
assert isinstance(real, expected)
|
||||
|
||||
return (received_down_frames, received_up_frames)
|
||||
Reference in New Issue
Block a user