tests: fix test_aggregators.py

This commit is contained in:
Aleix Conchillo Flaqué
2025-01-20 18:16:02 -08:00
parent 090bc81ec5
commit d4d9c3b7ae

View File

@@ -4,125 +4,67 @@
# SPDX-License-Identifier: BSD 2-Clause License
#
import asyncio
import doctest
import functools
import unittest
from pipecat.frames.frames import (
AudioRawFrame,
EndFrame,
Frame,
ImageRawFrame,
LLMFullResponseEndFrame,
LLMFullResponseStartFrame,
OutputAudioRawFrame,
OutputImageRawFrame,
TextFrame,
)
from pipecat.pipeline.parallel_pipeline import ParallelPipeline
from pipecat.pipeline.pipeline import Pipeline
from pipecat.processors.aggregators.gated import GatedAggregator
from pipecat.processors.aggregators.sentence import SentenceAggregator
from pipecat.processors.text_transformer import StatelessTextTransformer
from tests.utils import run_test
class TestDailyFrameAggregators(unittest.IsolatedAsyncioTestCase):
@unittest.skip("FIXME: This test is failing")
class TestSentenceAggregator(unittest.IsolatedAsyncioTestCase):
async def test_sentence_aggregator(self):
sentence = "Hello, world. How are you? I am fine"
expected_sentences = ["Hello, world.", " How are you?", " I am fine "]
aggregator = SentenceAggregator()
sentence = "Hello, world. How are you? I am fine!"
frames_to_send = []
for word in sentence.split(" "):
async for sentence in aggregator.process_frame(TextFrame(word + " ")):
self.assertIsInstance(sentence, TextFrame)
if isinstance(sentence, TextFrame):
self.assertEqual(sentence.text, expected_sentences.pop(0))
frames_to_send.append(TextFrame(text=word + " "))
async for sentence in aggregator.process_frame(EndFrame()):
if len(expected_sentences):
self.assertIsInstance(sentence, TextFrame)
if isinstance(sentence, TextFrame):
self.assertEqual(sentence.text, expected_sentences.pop(0))
else:
self.assertIsInstance(sentence, EndFrame)
expected_returned_frames = [TextFrame, TextFrame, TextFrame]
self.assertEqual(expected_sentences, [])
(received_down, _) = await run_test(aggregator, frames_to_send, expected_returned_frames)
assert received_down[-3].text == "Hello, world. "
assert received_down[-2].text == "How are you? "
assert received_down[-1].text == "I am fine! "
@unittest.skip("FIXME: This test is failing")
async def test_gated_accumulator(self):
class TestGatedAggregator(unittest.IsolatedAsyncioTestCase):
async def test_gated_aggregator(self):
gated_aggregator = GatedAggregator(
gate_open_fn=lambda frame: isinstance(frame, ImageRawFrame),
gate_close_fn=lambda frame: isinstance(frame, LLMFullResponseStartFrame),
start_open=False,
)
frames = [
frames_to_send = [
LLMFullResponseStartFrame(),
TextFrame("Hello, "),
TextFrame("world."),
AudioRawFrame(b"hello"),
ImageRawFrame(b"image", (0, 0)),
AudioRawFrame(b"world"),
OutputAudioRawFrame(audio=b"hello", sample_rate=16000, num_channels=1),
OutputImageRawFrame(image=b"image", size=(0, 0), format="RGB"),
OutputAudioRawFrame(audio=b"world", sample_rate=16000, num_channels=1),
LLMFullResponseEndFrame(),
]
expected_output_frames = [
ImageRawFrame(b"image", (0, 0)),
LLMFullResponseStartFrame(),
TextFrame("Hello, "),
TextFrame("world."),
AudioRawFrame(b"hello"),
AudioRawFrame(b"world"),
LLMFullResponseEndFrame(),
expected_returned_frames = [
OutputImageRawFrame,
LLMFullResponseStartFrame,
TextFrame,
TextFrame,
OutputAudioRawFrame,
OutputAudioRawFrame,
LLMFullResponseEndFrame,
]
for frame in frames:
async for out_frame in gated_aggregator.process_frame(frame):
self.assertEqual(out_frame, expected_output_frames.pop(0))
self.assertEqual(expected_output_frames, [])
@unittest.skip("FIXME: This test is failing")
async def test_parallel_pipeline(self):
async def slow_add(sleep_time: float, name: str, x: str):
await asyncio.sleep(sleep_time)
return ":".join([x, name])
pipe1_annotation = StatelessTextTransformer(functools.partial(slow_add, 0.1, "pipe1"))
pipe2_annotation = StatelessTextTransformer(functools.partial(slow_add, 0.2, "pipe2"))
sentence_aggregator = SentenceAggregator()
add_dots = StatelessTextTransformer(lambda x: x + ".")
source = asyncio.Queue()
sink = asyncio.Queue()
pipeline = Pipeline(
[
ParallelPipeline([[pipe1_annotation], [sentence_aggregator, pipe2_annotation]]),
add_dots,
],
source,
sink,
(received_down, _) = await run_test(
gated_aggregator, frames_to_send, expected_returned_frames
)
frames = [TextFrame("Hello, "), TextFrame("world."), EndFrame()]
expected_output_frames: list[Frame] = [
TextFrame(text="Hello, :pipe1."),
TextFrame(text="world.:pipe1."),
TextFrame(text="Hello, world.:pipe2."),
EndFrame(),
]
for frame in frames:
await source.put(frame)
await pipeline.run_pipeline()
while not sink.empty():
frame = await sink.get()
self.assertEqual(frame, expected_output_frames.pop(0))
def load_tests(loader, tests, ignore):
"""Run doctests on the aggregators module."""
from pipecat.processors import aggregators
tests.addTests(doctest.DocTestSuite(aggregators))
return tests