services(simli): remove ready flag, events vs sleep, handle CancelledError
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@@ -1,3 +1,9 @@
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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 asyncio
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from pipecat.frames.frames import (
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@@ -11,19 +17,31 @@ from pipecat.frames.frames import (
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor, StartFrame
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import numpy as np
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from av import AudioFrame
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from av.audio.resampler import AudioResampler
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from simli import SimliClient, SimliConfig
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from loguru import logger
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try:
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from av.audio.frame import AudioFrame
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from av.audio.resampler import AudioResampler
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from simli import SimliClient, SimliConfig
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except ModuleNotFoundError as e:
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logger.error(f"Exception: {e}")
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logger.error("In order to use Simli, you need to `pip install pipecat-ai[simli]`.")
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raise Exception(f"Missing module: {e}")
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class SimliVideoService(FrameProcessor):
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def __init__(self, simli_config: SimliConfig, use_turn_server=False, latency_interval=0):
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def __init__(
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self,
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simli_config: SimliConfig,
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use_turn_server: bool = False,
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latency_interval: int = 0,
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):
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super().__init__()
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self._simli_client = SimliClient(simli_config, use_turn_server, latency_interval)
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self._ready = False
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self._pipecat_resampler_event = asyncio.Event()
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self._pipecat_resampler: AudioResampler = None
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self._simli_resampler = AudioResampler("s16", 1, 16000)
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@@ -32,17 +50,14 @@ class SimliVideoService(FrameProcessor):
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async def _start_connection(self):
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await self._simli_client.Initialize()
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self._ready = True
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# Create task to consume and process audio and video
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self._audio_task = asyncio.create_task(self._consume_and_process_audio())
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self._video_task = asyncio.create_task(self._consume_and_process_video())
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async def _consume_and_process_audio(self):
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while self._pipecat_resampler is None:
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await asyncio.sleep(0.001)
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async for audio_frame in self._simli_client.getAudioStreamIterator():
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# Process the audio frame
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try:
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try:
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await self._pipecat_resampler_event.wait()
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async for audio_frame in self._simli_client.getAudioStreamIterator():
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resampled_frames = self._pipecat_resampler.resample(audio_frame)
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for resampled_frame in resampled_frames:
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await self.push_frame(
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@@ -52,60 +67,71 @@ class SimliVideoService(FrameProcessor):
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num_channels=1,
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),
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)
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except Exception as e:
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logger.exception(f"{self} exception: {e}")
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except Exception as e:
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logger.exception(f"{self} exception: {e}")
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except asyncio.CancelledError:
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pass
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async def _consume_and_process_video(self):
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while self._pipecat_resampler is None:
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await asyncio.sleep(0.001)
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async for video_frame in self._simli_client.getVideoStreamIterator(targetFormat="rgb24"):
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# Process the video frame
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convertedFrame: OutputImageRawFrame = OutputImageRawFrame(
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image=video_frame.to_rgb().to_image().tobytes(),
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size=(video_frame.width, video_frame.height),
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format="RGB",
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)
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convertedFrame.pts = video_frame.pts
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await self.push_frame(
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convertedFrame,
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)
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try:
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await self._pipecat_resampler_event.wait()
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async for video_frame in self._simli_client.getVideoStreamIterator(
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targetFormat="rgb24"
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):
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# Process the video frame
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convertedFrame: OutputImageRawFrame = OutputImageRawFrame(
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image=video_frame.to_rgb().to_image().tobytes(),
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size=(video_frame.width, video_frame.height),
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format="RGB",
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)
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convertedFrame.pts = video_frame.pts
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await self.push_frame(convertedFrame)
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except Exception as e:
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logger.exception(f"{self} exception: {e}")
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except asyncio.CancelledError:
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pass
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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 isinstance(frame, StartFrame):
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await self.push_frame(frame, direction)
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await self._start_connection()
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elif isinstance(frame, TTSAudioRawFrame):
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# Send audio frame to Simli
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try:
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if self._ready:
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oldFrame = AudioFrame.from_ndarray(
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np.frombuffer(frame.audio, dtype=np.int16)[None, :],
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layout=frame.num_channels,
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)
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oldFrame.sample_rate = frame.sample_rate
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if self._pipecat_resampler is None:
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self._pipecat_resampler = AudioResampler(
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"s16", oldFrame.layout, oldFrame.sample_rate
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)
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old_frame = AudioFrame.from_ndarray(
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np.frombuffer(frame.audio, dtype=np.int16)[None, :],
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layout="mono" if frame.num_channels == 1 else "stereo",
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)
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old_frame.sample_rate = frame.sample_rate
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resampledFrame = self._simli_resampler.resample(oldFrame)
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for frame in resampledFrame:
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await self._simli_client.send(frame.to_ndarray().astype(np.int16).tobytes())
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return
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else:
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logger.warning(
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"Simli Connection is not Initialized properly, passing audio to next processor"
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if self._pipecat_resampler is None:
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self._pipecat_resampler = AudioResampler(
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"s16", old_frame.layout, old_frame.sample_rate
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)
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self._pipecat_resampler_event.set()
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resampled_frames = self._simli_resampler.resample(old_frame)
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for resampled_frame in resampled_frames:
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await self._simli_client.send(
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resampled_frame.to_ndarray().astype(np.int16).tobytes()
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)
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except Exception as e:
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logger.exception(f"{self} exception: {e}")
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elif isinstance(frame, (EndFrame, CancelFrame)):
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await self._simli_client.stop()
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self._audio_task.cancel()
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await self._audio_task
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self._video_task.cancel()
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await self._video_task
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await self._stop()
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await self.push_frame(frame, direction)
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elif isinstance(frame, StartInterruptionFrame):
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await self._simli_client.clearBuffer()
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await self.push_frame(frame, direction)
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else:
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await self.push_frame(frame, direction)
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await self.push_frame(frame, direction)
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async def _stop(self):
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await self._simli_client.stop()
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if self._audio_task:
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self._audio_task.cancel()
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await self._audio_task
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if self._video_task:
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self._video_task.cancel()
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await self._video_task
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