Merge pull request #3410 from Vonage/feat/fastapi-ws-vonage-serializer
feat: update FastAPI WebSocket transport and add Vonage serializer
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changelog/3410.added.md
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changelog/3410.added.md
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- Added `VonageFrameSerializer` for the Vonage Video API Audio Connector WebSocket protocol.
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changelog/3410.changed.md
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changelog/3410.changed.md
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- Enhanced `FastAPIWebsocketTransport` with optional protocol-level audio packetization to support media endpoints requiring strict framing and real-time pacing.
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- Renamed `audio_packet_bytes` to `fixed_audio_packet_size` for clearer audio framing semantics.
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src/pipecat/serializers/vonage.py
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src/pipecat/serializers/vonage.py
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#
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# Copyright (c) 2024–2025, Daily
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#
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# SPDX-License-Identifier: BSD 2-Clause License
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#
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"""Vonage Audio Connector WebSocket serializer for Pipecat."""
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import json
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from typing import Optional
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from loguru import logger
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from pydantic import BaseModel
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from pipecat.audio.dtmf.types import KeypadEntry
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from pipecat.audio.utils import create_stream_resampler
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from pipecat.frames.frames import (
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AudioRawFrame,
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Frame,
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InputAudioRawFrame,
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InputDTMFFrame,
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InterruptionFrame,
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OutputTransportMessageFrame,
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OutputTransportMessageUrgentFrame,
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StartFrame,
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)
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from pipecat.serializers.base_serializer import FrameSerializer
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class VonageFrameSerializer(FrameSerializer):
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"""Serializer for Vonage Video API Audio Connector WebSocket protocol.
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This serializer converts between Pipecat frames and the Vonage Audio Connector
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WebSocket streaming protocol.
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Note:
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Ref docs:
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https://developer.vonage.com/en/video/guides/audio-connector
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"""
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class InputParams(BaseModel):
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"""Configuration parameters for VonageFrameSerializer.
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Parameters:
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vonage_sample_rate: Sample rate used by Vonage, defaults to 16000 Hz.
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Common values: 8000, 16000, 24000 Hz.
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sample_rate: Optional override for pipeline input sample rate.
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"""
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vonage_sample_rate: int = 16000
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sample_rate: Optional[int] = None
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def __init__(self, params: Optional[InputParams] = None):
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"""Initialize the VonageFrameSerializer.
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Args:
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params: Configuration parameters.
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"""
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self._params = params or VonageFrameSerializer.InputParams()
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self._vonage_sample_rate = self._params.vonage_sample_rate
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self._sample_rate = 0 # Pipeline input rate
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self._input_resampler = create_stream_resampler()
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self._output_resampler = create_stream_resampler()
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async def setup(self, frame: StartFrame):
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"""Sets up the serializer with pipeline configuration.
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Args:
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frame: The StartFrame containing pipeline configuration.
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"""
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self._sample_rate = self._params.sample_rate or frame.audio_in_sample_rate
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async def serialize(self, frame: Frame) -> str | bytes | None:
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"""Serializes a Pipecat frame to Vonage WebSocket format.
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Handles conversion of various frame types to Vonage WebSocket messages.
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Args:
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frame: The Pipecat frame to serialize.
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Returns:
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Serialized data as string (JSON commands) or bytes (audio), or None if the frame isn't handled.
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"""
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if isinstance(frame, InterruptionFrame):
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# Clear the audio buffer to stop playback immediately
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answer = {"action": "clear"}
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return json.dumps(answer)
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elif isinstance(frame, AudioRawFrame):
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data = frame.audio
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# Output: Convert PCM at frame's rate to Vonage's sample rate (16-bit linear PCM)
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serialized_data = await self._output_resampler.resample(
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data, frame.sample_rate, self._vonage_sample_rate
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)
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if serialized_data is None or len(serialized_data) == 0:
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# Ignoring in case we don't have audio
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return None
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# Vonage expects raw binary PCM data (not base64 encoded)
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return serialized_data
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elif isinstance(frame, (OutputTransportMessageFrame, OutputTransportMessageUrgentFrame)):
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# Allow sending custom JSON commands (e.g., notify)
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return json.dumps(frame.message)
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return None
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async def deserialize(self, data: str | bytes) -> Frame | None:
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"""Deserializes Vonage WebSocket data to Pipecat frames.
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Handles conversion of Vonage events to appropriate Pipecat frames.
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- Binary messages contain audio data (16-bit linear PCM)
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- Text messages contain JSON events (websocket:connected, websocket:cleared, dtmf, etc.)
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Args:
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data: The raw WebSocket data from Vonage.
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Returns:
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A Pipecat frame corresponding to the Vonage event, or None if unhandled.
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"""
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# Check if this is binary audio data
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if isinstance(data, bytes):
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# Binary message = audio data (16-bit linear PCM)
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payload = data
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# Input: Convert Vonage's PCM audio to pipeline sample rate
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deserialized_data = await self._input_resampler.resample(
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payload,
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self._vonage_sample_rate,
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self._sample_rate,
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)
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if deserialized_data is None or len(deserialized_data) == 0:
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# Ignoring in case we don't have audio
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return None
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audio_frame = InputAudioRawFrame(
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audio=deserialized_data,
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num_channels=1, # Vonage uses mono audio
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sample_rate=self._sample_rate, # Use the configured pipeline input rate
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)
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return audio_frame
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else:
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# Text message = JSON event
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try:
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message = json.loads(data)
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event = message.get("event")
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# Handle different event types
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if event == "websocket:connected":
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logger.debug(
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f"Vonage WebSocket connected: content-type={message.get('content-type')}"
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)
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return None
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elif event == "websocket:cleared":
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logger.debug("Vonage audio buffer cleared")
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return None
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elif event == "websocket:notify":
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logger.debug(f"Vonage notify event: {message.get('payload')}")
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return None
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elif event == "websocket:dtmf":
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# Handle DTMF input
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# Vonage may send digit in different formats, try both
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digit = message.get("digit") or message.get("dtmf", {}).get("digit")
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if digit is None:
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logger.warning(f"DTMF event received but no digit found: {message}")
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return None
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digit = str(digit)
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logger.debug(f"Received DTMF digit: {digit}")
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try:
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return InputDTMFFrame(KeypadEntry(digit))
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except ValueError:
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logger.warning(f"Invalid DTMF digit received: {digit}")
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return None
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else:
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logger.debug(f"Vonage event: {event}")
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return None
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except json.JSONDecodeError:
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logger.warning(f"Failed to parse JSON message from Vonage: {data}")
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return None
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@@ -56,11 +56,14 @@ class FastAPIWebsocketParams(TransportParams):
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add_wav_header: Whether to add WAV headers to audio frames.
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serializer: Frame serializer for encoding/decoding messages.
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session_timeout: Session timeout in seconds, None for no timeout.
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fixed_audio_packet_size: Optional fixed-size packetization for raw PCM audio payloads.
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Useful when the remote WebSocket media endpoint requires strict audio framing.
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"""
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add_wav_header: bool = False
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serializer: Optional[FrameSerializer] = None
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session_timeout: Optional[int] = None
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fixed_audio_packet_size: Optional[int] = None
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class FastAPIWebsocketCallbacks(BaseModel):
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@@ -360,6 +363,14 @@ class FastAPIWebsocketOutputTransport(BaseOutputTransport):
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self._send_interval = 0
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self._next_send_time = 0
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# Buffer for optional protocol-level audio packetization.
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# Some serializers may emit arbitrarily sized raw PCM payloads, while
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# certain downstream transports or media endpoints require audio to be
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# sent in fixed-size frames. When `params.fixed_audio_packet_size` is set,
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# this buffer accumulates outgoing audio until a full packet can be
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# emitted, preserving any remainder for subsequent sends.
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self._audio_send_buffer = bytearray()
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# Whether we have seen a StartFrame already.
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self._initialized = False
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@@ -417,6 +428,10 @@ class FastAPIWebsocketOutputTransport(BaseOutputTransport):
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await super().process_frame(frame, direction)
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if isinstance(frame, InterruptionFrame):
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# Drop any partially buffered audio to avoid replaying stale PCM
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if self._params.fixed_audio_packet_size:
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self._audio_send_buffer.clear()
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await self._write_frame(frame)
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self._next_send_time = 0
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@@ -480,6 +495,21 @@ class FastAPIWebsocketOutputTransport(BaseOutputTransport):
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try:
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payload = await self._params.serializer.serialize(frame)
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if payload:
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# Optional protocol-level audio packetization:
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# If a downstream WebSocket media endpoint requires fixed-size PCM frames,
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# configure params.fixed_audio_packet_size (e.g. 640 for 20ms @ 16kHz PCM16 mono).
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packet_bytes = self._params.fixed_audio_packet_size
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if packet_bytes and isinstance(payload, (bytes, bytearray)):
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self._audio_send_buffer.extend(bytes(payload))
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# Send only full frames; keep remainder for the next call.
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while len(self._audio_send_buffer) >= packet_bytes:
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chunk = bytes(self._audio_send_buffer[:packet_bytes])
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del self._audio_send_buffer[:packet_bytes]
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await self._client.send(chunk)
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return
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await self._client.send(payload)
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except Exception as e:
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logger.error(f"{self} exception sending data: {e.__class__.__name__} ({e})")
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