mirror of
https://github.com/HumanAIGC-Engineering/gradio-webrtc.git
synced 2026-02-04 17:39:23 +08:00
231 lines
8.6 KiB
Python
231 lines
8.6 KiB
Python
import asyncio
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import audioop
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import base64
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import logging
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from typing import Any, Awaitable, Callable, Optional, cast
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import anyio
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import librosa
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import numpy as np
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from fastapi import WebSocket
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from fastapi.websockets import WebSocketDisconnect, WebSocketState
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from .tracks import AsyncStreamHandler, StreamHandlerImpl
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from .utils import AdditionalOutputs, DataChannel, split_output
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class WebSocketDataChannel(DataChannel):
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def __init__(self, websocket: WebSocket, loop: asyncio.AbstractEventLoop):
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self.websocket = websocket
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self.loop = loop
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def send(self, message: str) -> None:
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asyncio.run_coroutine_threadsafe(self.websocket.send_text(message), self.loop)
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logger = logging.getLogger(__file__)
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def convert_to_mulaw(
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audio_data: np.ndarray, original_rate: int, target_rate: int
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) -> bytes:
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"""Convert audio data to 8kHz mu-law format"""
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if audio_data.dtype != np.float32:
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audio_data = audio_data.astype(np.float32) / 32768.0
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if original_rate != target_rate:
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audio_data = librosa.resample(audio_data, orig_sr=original_rate, target_sr=8000)
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audio_data = (audio_data * 32768).astype(np.int16)
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return audioop.lin2ulaw(audio_data, 2) # type: ignore
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run_sync = anyio.to_thread.run_sync # type: ignore
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class WebSocketHandler:
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def __init__(
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self,
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stream_handler: StreamHandlerImpl,
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set_handler: Callable[[str, "WebSocketHandler"], Awaitable[None]],
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clean_up: Callable[[str], None],
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additional_outputs_factory: Callable[
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[str], Callable[[AdditionalOutputs], None]
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],
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):
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self.stream_handler = stream_handler
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self.stream_handler._clear_queue = self._clear_queue
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self.websocket: Optional[WebSocket] = None
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self._emit_task: Optional[asyncio.Task] = None
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self.stream_id: Optional[str] = None
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self.set_additional_outputs_factory = additional_outputs_factory
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self.set_additional_outputs: Callable[[AdditionalOutputs], None]
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self.set_handler = set_handler
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self.quit = asyncio.Event()
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self.clean_up = clean_up
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self.queue = asyncio.Queue()
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def _clear_queue(self):
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old_queue = self.queue
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self.queue = asyncio.Queue()
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logger.debug("clearing queue")
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i = 0
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while not old_queue.empty():
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try:
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old_queue.get_nowait()
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i += 1
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except asyncio.QueueEmpty:
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break
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logger.debug("popped %d items from queue", i)
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def set_args(self, args: list[Any]):
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self.stream_handler.set_args(args)
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async def handle_websocket(self, websocket: WebSocket):
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await websocket.accept()
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loop = asyncio.get_running_loop()
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self.loop = loop
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self.websocket = websocket
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self.data_channel = WebSocketDataChannel(websocket, loop)
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self.stream_handler._loop = loop
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self.stream_handler.set_channel(self.data_channel)
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self._emit_task = asyncio.create_task(self._emit_loop())
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self._emit_to_queue_task = asyncio.create_task(self._emit_to_queue())
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if isinstance(self.stream_handler, AsyncStreamHandler):
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start_up = self.stream_handler.start_up()
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else:
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start_up = anyio.to_thread.run_sync(self.stream_handler.start_up) # type: ignore
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was_disconnected = False
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self.start_up_task = asyncio.create_task(start_up)
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try:
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while not self.quit.is_set():
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if websocket.application_state != WebSocketState.CONNECTED:
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was_disconnected = True
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break
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message = await websocket.receive_json()
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if message["event"] == "media":
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audio_payload = base64.b64decode(message["media"]["payload"])
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audio_array = np.frombuffer(
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audioop.ulaw2lin(audio_payload, 2), dtype=np.int16
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)
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if self.stream_handler.input_sample_rate != 8000:
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audio_array = audio_array.astype(np.float32) / 32768.0
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audio_array = librosa.resample(
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audio_array,
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orig_sr=8000,
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target_sr=self.stream_handler.input_sample_rate,
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)
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audio_array = (audio_array * 32768).astype(np.int16)
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try:
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if isinstance(self.stream_handler, AsyncStreamHandler):
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await self.stream_handler.receive(
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(self.stream_handler.input_sample_rate, audio_array)
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)
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else:
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await run_sync(
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self.stream_handler.receive,
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(self.stream_handler.input_sample_rate, audio_array),
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)
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except Exception as e:
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print(e)
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import traceback
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traceback.print_exc()
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logger.debug("Error in websocket handler %s", e)
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elif message["event"] == "start":
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if self.stream_handler.phone_mode:
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self.stream_id = cast(str, message["streamSid"])
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else:
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self.stream_id = cast(str, message["websocket_id"])
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self.set_additional_outputs = self.set_additional_outputs_factory(
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self.stream_id
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)
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await self.set_handler(self.stream_id, self)
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elif message["event"] == "stop":
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self.quit.set()
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return # Still runs the `finally` block
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elif message["event"] == "ping":
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await websocket.send_json({"event": "pong"})
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except WebSocketDisconnect:
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# Surprisingly, this leaves `websocket.application_state` as CONNECTED
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# in the `finally` block, so we use this variable
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was_disconnected = True
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finally:
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if self._emit_task:
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self._emit_task.cancel()
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if self._emit_to_queue_task:
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self._emit_to_queue_task.cancel()
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if self.start_up_task:
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self.start_up_task.cancel()
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if not was_disconnected:
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await websocket.close()
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self.clean_up(cast(str, self.stream_id))
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async def _emit_to_queue(self):
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try:
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while not self.quit.is_set():
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if isinstance(self.stream_handler, AsyncStreamHandler):
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output = await self.stream_handler.emit()
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else:
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output = await run_sync(self.stream_handler.emit)
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self.queue.put_nowait(output)
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except asyncio.CancelledError:
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logger.debug("Emit loop cancelled")
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except Exception as e:
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import traceback
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traceback.print_exc()
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logger.debug("Error in emit loop: %s", e)
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async def _emit_loop(self):
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try:
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while not self.quit.is_set():
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output = await self.queue.get()
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if output is not None:
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frame, output = split_output(output)
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if output is not None:
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self.set_additional_outputs(output)
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if not isinstance(frame, tuple):
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continue
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target_rate = (
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self.stream_handler.output_sample_rate
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if not self.stream_handler.phone_mode
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else 8000
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)
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mulaw_audio = convert_to_mulaw(
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frame[1], frame[0], target_rate=target_rate
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)
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audio_payload = base64.b64encode(mulaw_audio).decode("utf-8")
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if self.websocket and self.stream_id:
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payload = {
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"event": "media",
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"media": {"payload": audio_payload},
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}
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if self.stream_handler.phone_mode:
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payload["streamSid"] = self.stream_id
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await self.websocket.send_json(payload)
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await asyncio.sleep(0.02)
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except asyncio.CancelledError:
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logger.debug("Emit loop cancelled")
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except Exception as e:
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import traceback
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traceback.print_exc()
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logger.debug("Error in emit loop: %s", e)
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