Merge pull request #3831 from pipecat-ai/aleix/custom-video-tracks
Replace VirtualCameraDevice with CustomVideoTrack + custom video track support
This commit is contained in:
1
changelog/3831.added.md
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changelog/3831.added.md
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- Added custom video track support to Daily transport. Use `video_out_destinations` in `DailyParams` to publish multiple video tracks simultaneously, mirroring the existing `audio_out_destinations` feature.
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1
changelog/3831.changed.md
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changelog/3831.changed.md
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- Daily transport now uses `CustomVideoSource`/`CustomVideoTrack` instead of `VirtualCameraDevice` for the default camera output, mirroring how audio already works with `CustomAudioSource`/`CustomAudioTrack`.
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210
examples/foundational/56-custom-video-track.py
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examples/foundational/56-custom-video-track.py
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#
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# Copyright (c) 2024-2026, Daily
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#
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# SPDX-License-Identifier: BSD 2-Clause License
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#
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"""Example demonstrating custom video tracks output with Daily transport.
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This example outputs two video track simultaneously:
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- The default camera track with an animated color gradient pattern.
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- A custom "blue" track with the same pattern but with a blue tint applied.
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The pattern generator pushes frames to the default camera. A second processor
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(BlueTintProcessor) duplicates each frame, applies a blue tint, and pushes it
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to the "blue" custom video destination.
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Run with: python examples/foundational/56-custom-video-track.py -t daily
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"""
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import asyncio
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import math
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import time
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import numpy as np
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from loguru import logger
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from pipecat.frames.frames import (
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CancelFrame,
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EndFrame,
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Frame,
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OutputImageRawFrame,
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StartFrame,
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SystemFrame,
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)
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from pipecat.pipeline.pipeline import Pipeline
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from pipecat.pipeline.runner import PipelineRunner
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from pipecat.pipeline.task import PipelineTask
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from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
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from pipecat.runner.types import RunnerArguments
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from pipecat.runner.utils import create_transport
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from pipecat.transports.base_transport import BaseTransport
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from pipecat.transports.daily.transport import DailyCustomVideoTrackParams, DailyParams
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WIDTH = 320
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HEIGHT = 240
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FPS = 30
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transport_params = {
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"daily": lambda: DailyParams(
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video_out_enabled=True,
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video_out_width=WIDTH,
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video_out_height=HEIGHT,
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video_out_framerate=FPS,
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video_out_destinations=["blue"],
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custom_video_track_params={
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"blue": DailyCustomVideoTrackParams(
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width=WIDTH,
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height=HEIGHT,
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send_settings={
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"maxQuality": "low",
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"encodings": {
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"low": {
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"maxBitrate": 500_000,
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"maxFramerate": FPS,
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}
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},
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},
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),
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},
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),
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}
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def generate_gradient_frame(width: int, height: int, t: float) -> np.ndarray:
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"""Generate an animated gradient pattern.
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Creates a smooth color gradient that shifts over time using sine waves
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for each RGB channel at different frequencies.
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"""
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x = np.linspace(0, 1, width)
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y = np.linspace(0, 1, height)
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xv, yv = np.meshgrid(x, y)
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r = ((np.sin(2 * math.pi * (xv + t * 0.3)) + 1) / 2 * 255).astype(np.uint8)
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g = ((np.sin(2 * math.pi * (yv + t * 0.5)) + 1) / 2 * 255).astype(np.uint8)
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b = ((np.sin(2 * math.pi * (xv + yv + t * 0.7)) + 1) / 2 * 255).astype(np.uint8)
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return np.stack([r, g, b], axis=-1)
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class VideoPatternGenerator(FrameProcessor):
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"""Generates an animated gradient pattern and pushes it as video frames."""
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def __init__(self, width: int, height: int, fps: int):
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super().__init__()
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self._width = width
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self._height = height
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self._fps = fps
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self._generate_task = None
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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()
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elif isinstance(frame, (EndFrame, CancelFrame)):
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await self._stop()
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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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async def _start(self):
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self._generate_task = self.create_task(self._generate_loop(), "video_generate_loop")
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async def _stop(self):
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if self._generate_task:
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await self.cancel_task(self._generate_task)
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self._generate_task = None
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async def _generate_loop(self):
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interval = 1.0 / self._fps
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start = time.monotonic()
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while True:
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t = time.monotonic() - start
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pattern = generate_gradient_frame(self._width, self._height, t)
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frame = OutputImageRawFrame(
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image=pattern.tobytes(),
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size=(self._width, self._height),
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format="RGB",
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)
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await self.push_frame(frame)
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elapsed = time.monotonic() - start - t
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await asyncio.sleep(max(0, interval - elapsed))
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class BlueTintProcessor(FrameProcessor):
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"""Duplicates OutputImageRawFrames with a blue tint for a custom video destination."""
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def __init__(self, destination: str):
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super().__init__()
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self._destination = destination
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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, OutputImageRawFrame):
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# Pass through the original frame.
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await self.push_frame(frame, direction)
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# Create a blue-tinted copy for the custom destination.
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img = np.frombuffer(frame.image, dtype=np.uint8).reshape(
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(frame.size[1], frame.size[0], 3)
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)
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tinted = img.copy()
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tinted[:, :, 0] = (tinted[:, :, 0] * 0.3).astype(np.uint8) # R
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tinted[:, :, 1] = (tinted[:, :, 1] * 0.3).astype(np.uint8) # G
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tinted[:, :, 2] = np.clip(tinted[:, :, 2].astype(np.uint16) + 80, 0, 255).astype(
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np.uint8
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) # B
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blue_frame = OutputImageRawFrame(
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image=tinted.tobytes(),
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size=frame.size,
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format=frame.format,
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)
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blue_frame.transport_destination = self._destination
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await self.push_frame(blue_frame)
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else:
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await self.push_frame(frame, direction)
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async def run_bot(transport: BaseTransport, runner_args: RunnerArguments):
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logger.info("Starting dual video track bot")
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generator = VideoPatternGenerator(WIDTH, HEIGHT, FPS)
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blue_tint = BlueTintProcessor(destination="blue")
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task = PipelineTask(
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Pipeline([generator, blue_tint, transport.output()]),
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idle_timeout_secs=runner_args.pipeline_idle_timeout_secs,
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)
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@transport.event_handler("on_client_connected")
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async def on_client_connected(transport, client):
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logger.info("Client connected")
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@transport.event_handler("on_client_disconnected")
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async def on_client_disconnected(transport, client):
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logger.info("Client disconnected")
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await task.queue_frame(EndFrame())
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runner = PipelineRunner(handle_sigint=runner_args.handle_sigint)
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await runner.run(task)
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async def bot(runner_args: RunnerArguments):
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"""Main bot entry point compatible with Pipecat Cloud."""
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transport = await create_transport(runner_args, transport_params)
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await run_bot(transport, runner_args)
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if __name__ == "__main__":
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from pipecat.runner.run import main
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main()
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@@ -57,10 +57,11 @@ try:
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CallClient,
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CallClient,
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CustomAudioSource,
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CustomAudioSource,
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CustomAudioTrack,
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CustomAudioTrack,
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CustomVideoSource,
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CustomVideoTrack,
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Daily,
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Daily,
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EventHandler,
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EventHandler,
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VideoFrame,
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VideoFrame,
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VirtualCameraDevice,
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VirtualSpeakerDevice,
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VirtualSpeakerDevice,
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)
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)
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from daily import LogLevel as DailyLogLevel
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from daily import LogLevel as DailyLogLevel
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@@ -304,6 +305,44 @@ class DailyTranscriptionSettings(BaseModel):
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extra: Mapping[str, Any] = {"interim_results": True}
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extra: Mapping[str, Any] = {"interim_results": True}
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class DailyCustomVideoTrackParams(BaseModel):
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"""Configuration for a custom video track.
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If ``send_settings`` is not provided, the track will use the default video
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publishing settings (framerate, bitrate, codec, etc.).
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Parameters:
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width: Video width in pixels.
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height: Video height in pixels.
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color_format: Video color format (e.g., "RGB", "RGBA", "BGRA").
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send_settings: Optional Daily sendSettings dict for this track.
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See https://reference-python.daily.co/types.html#videopublishingsettings
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"""
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width: int = 1024
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height: int = 768
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color_format: str = "RGB"
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send_settings: Optional[Dict[str, Any]] = None
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class DailyCustomAudioTrackParams(BaseModel):
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"""Configuration for a custom audio track.
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If ``send_settings`` is not provided, the track will use the default audio
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publishing settings (bitrate, channel config, etc.).
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Parameters:
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sample_rate: Audio sample rate in Hz. Defaults to transport's output sample rate.
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channels: Number of audio channels.
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send_settings: Optional Daily sendSettings dict for this track.
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See https://reference-python.daily.co/types.html#audiopublishingsettings
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"""
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sample_rate: Optional[int] = None
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channels: int = 1
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send_settings: Optional[Dict[str, Any]] = None
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class DailyParams(TransportParams):
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class DailyParams(TransportParams):
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"""Configuration parameters for Daily transport.
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"""Configuration parameters for Daily transport.
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@@ -311,8 +350,10 @@ class DailyParams(TransportParams):
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api_url: Daily API base URL.
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api_url: Daily API base URL.
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api_key: Daily API authentication key.
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api_key: Daily API authentication key.
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audio_in_user_tracks: Receive users' audio in separate tracks
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audio_in_user_tracks: Receive users' audio in separate tracks
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dialin_settings: Optional settings for dial-in functionality.
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camera_out_enabled: Whether to enable the main camera output track.
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camera_out_enabled: Whether to enable the main camera output track.
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custom_audio_track_params: Per-destination configuration for custom audio tracks.
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custom_video_track_params: Per-destination configuration for custom video tracks.
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dialin_settings: Optional settings for dial-in functionality.
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microphone_out_enabled: Whether to enable the main microphone track.
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microphone_out_enabled: Whether to enable the main microphone track.
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transcription_enabled: Whether to enable speech transcription.
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transcription_enabled: Whether to enable speech transcription.
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transcription_settings: Configuration for transcription service.
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transcription_settings: Configuration for transcription service.
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@@ -321,8 +362,10 @@ class DailyParams(TransportParams):
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api_url: str = "https://api.daily.co/v1"
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api_url: str = "https://api.daily.co/v1"
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api_key: str = ""
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api_key: str = ""
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audio_in_user_tracks: bool = True
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audio_in_user_tracks: bool = True
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dialin_settings: Optional[DailyDialinSettings] = None
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camera_out_enabled: bool = True
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camera_out_enabled: bool = True
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custom_audio_track_params: Optional[Mapping[str, DailyCustomAudioTrackParams]] = None
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custom_video_track_params: Optional[Mapping[str, DailyCustomVideoTrackParams]] = None
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dialin_settings: Optional[DailyDialinSettings] = None
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microphone_out_enabled: bool = True
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microphone_out_enabled: bool = True
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transcription_enabled: bool = False
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transcription_enabled: bool = False
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transcription_settings: DailyTranscriptionSettings = DailyTranscriptionSettings()
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transcription_settings: DailyTranscriptionSettings = DailyTranscriptionSettings()
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@@ -430,6 +473,19 @@ class DailyAudioTrack:
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track: CustomAudioTrack
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track: CustomAudioTrack
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@dataclass
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class DailyVideoTrack:
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"""Container for Daily video track components.
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Parameters:
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source: The custom video source for the track.
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track: The custom video track instance.
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"""
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source: CustomVideoSource
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track: CustomVideoTrack
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|
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|
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# This is just a type alias for the errors returned by daily-python. Right now
|
# This is just a type alias for the errors returned by daily-python. Right now
|
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# they are just a string.
|
# they are just a string.
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CallClientError = str
|
CallClientError = str
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@@ -519,14 +575,11 @@ class DailyTransportClient(EventHandler):
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self._in_sample_rate = 0
|
self._in_sample_rate = 0
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self._out_sample_rate = 0
|
self._out_sample_rate = 0
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|
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self._camera: Optional[VirtualCameraDevice] = None
|
|
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self._speaker: Optional[VirtualSpeakerDevice] = None
|
self._speaker: Optional[VirtualSpeakerDevice] = None
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|
self._camera_track: Optional[DailyVideoTrack] = None
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self._microphone_track: Optional[DailyAudioTrack] = None
|
self._microphone_track: Optional[DailyAudioTrack] = None
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self._custom_audio_tracks: Dict[str, DailyAudioTrack] = {}
|
self._custom_audio_tracks: Dict[str, DailyAudioTrack] = {}
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|
self._custom_video_tracks: Dict[str, DailyVideoTrack] = {}
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def _camera_name(self):
|
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"""Generate a unique virtual camera name for this client instance."""
|
|
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return f"camera-{self}"
|
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|
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||||||
def _speaker_name(self):
|
def _speaker_name(self):
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"""Generate a unique virtual speaker name for this client instance."""
|
"""Generate a unique virtual speaker name for this client instance."""
|
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@@ -625,8 +678,29 @@ class DailyTransportClient(EventHandler):
|
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Args:
|
Args:
|
||||||
destination: The destination identifier to register.
|
destination: The destination identifier to register.
|
||||||
"""
|
"""
|
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self._custom_audio_tracks[destination] = await self.add_custom_audio_track(destination)
|
params = (self._params.custom_audio_track_params or {}).get(destination)
|
||||||
self._client.update_publishing({"customAudio": {destination: True}})
|
self._custom_audio_tracks[destination] = await self.add_custom_audio_track(
|
||||||
|
destination, params=params
|
||||||
|
)
|
||||||
|
publishing: Dict[str, Any] = {"customAudio": {destination: True}}
|
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|
if params and params.send_settings:
|
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|
publishing["customAudio"][destination] = {"sendSettings": params.send_settings}
|
||||||
|
self._client.update_publishing(publishing)
|
||||||
|
|
||||||
|
async def register_video_destination(self, destination: str):
|
||||||
|
"""Register a custom video destination for multi-track output.
|
||||||
|
|
||||||
|
Args:
|
||||||
|
destination: The destination identifier to register.
|
||||||
|
"""
|
||||||
|
params = (self._params.custom_video_track_params or {}).get(destination)
|
||||||
|
self._custom_video_tracks[destination] = await self.add_custom_video_track(
|
||||||
|
destination, params=params
|
||||||
|
)
|
||||||
|
publishing: Dict[str, Any] = {"customVideo": {destination: True}}
|
||||||
|
if params and params.send_settings:
|
||||||
|
publishing["customVideo"][destination] = {"sendSettings": params.send_settings}
|
||||||
|
self._client.update_publishing(publishing)
|
||||||
|
|
||||||
async def write_audio_frame(self, frame: OutputAudioRawFrame) -> bool:
|
async def write_audio_frame(self, frame: OutputAudioRawFrame) -> bool:
|
||||||
"""Write an audio frame to the appropriate audio track.
|
"""Write an audio frame to the appropriate audio track.
|
||||||
@@ -657,7 +731,7 @@ class DailyTransportClient(EventHandler):
|
|||||||
return num_frames > 0
|
return num_frames > 0
|
||||||
|
|
||||||
async def write_video_frame(self, frame: OutputImageRawFrame) -> bool:
|
async def write_video_frame(self, frame: OutputImageRawFrame) -> bool:
|
||||||
"""Write a video frame to the camera device.
|
"""Write a video frame to the appropriate video track.
|
||||||
|
|
||||||
Args:
|
Args:
|
||||||
frame: The image frame to write.
|
frame: The image frame to write.
|
||||||
@@ -665,10 +739,20 @@ class DailyTransportClient(EventHandler):
|
|||||||
Returns:
|
Returns:
|
||||||
True if the video frame was written successfully, False otherwise.
|
True if the video frame was written successfully, False otherwise.
|
||||||
"""
|
"""
|
||||||
if not frame.transport_destination and self._camera:
|
destination = frame.transport_destination
|
||||||
self._camera.write_frame(frame.image)
|
video_source: Optional[CustomVideoSource] = None
|
||||||
|
if not destination and self._camera_track:
|
||||||
|
video_source = self._camera_track.source
|
||||||
|
elif destination and destination in self._custom_video_tracks:
|
||||||
|
track = self._custom_video_tracks[destination]
|
||||||
|
video_source = track.source
|
||||||
|
|
||||||
|
if video_source:
|
||||||
|
video_source.write_frame(frame.image)
|
||||||
return True
|
return True
|
||||||
return False
|
else:
|
||||||
|
logger.warning(f"{self} unable to write video frames to destination [{destination}]")
|
||||||
|
return False
|
||||||
|
|
||||||
async def setup(self, setup: FrameProcessorSetup):
|
async def setup(self, setup: FrameProcessorSetup):
|
||||||
"""Setup the client with task manager and event queues.
|
"""Setup the client with task manager and event queues.
|
||||||
@@ -733,13 +817,14 @@ class DailyTransportClient(EventHandler):
|
|||||||
self._callback_task_handler(self._video_queue),
|
self._callback_task_handler(self._video_queue),
|
||||||
f"{self}::video_callback_task",
|
f"{self}::video_callback_task",
|
||||||
)
|
)
|
||||||
if self._params.video_out_enabled and not self._camera:
|
if self._params.video_out_enabled and not self._camera_track:
|
||||||
self._camera = Daily.create_camera_device(
|
video_source = CustomVideoSource(
|
||||||
self._camera_name(),
|
self._params.video_out_width,
|
||||||
width=self._params.video_out_width,
|
self._params.video_out_height,
|
||||||
height=self._params.video_out_height,
|
self._params.video_out_color_format,
|
||||||
color_format=self._params.video_out_color_format,
|
|
||||||
)
|
)
|
||||||
|
video_track = CustomVideoTrack(video_source)
|
||||||
|
self._camera_track = DailyVideoTrack(source=video_source, track=video_track)
|
||||||
|
|
||||||
if self._params.audio_out_enabled and not self._microphone_track:
|
if self._params.audio_out_enabled and not self._microphone_track:
|
||||||
audio_source = CustomAudioSource(self._out_sample_rate, self._params.audio_out_channels)
|
audio_source = CustomAudioSource(self._out_sample_rate, self._params.audio_out_channels)
|
||||||
@@ -809,7 +894,11 @@ class DailyTransportClient(EventHandler):
|
|||||||
"camera": {
|
"camera": {
|
||||||
"isEnabled": camera_enabled,
|
"isEnabled": camera_enabled,
|
||||||
"settings": {
|
"settings": {
|
||||||
"deviceId": self._camera_name(),
|
"customTrack": {
|
||||||
|
"id": self._camera_track.track.id
|
||||||
|
if self._camera_track
|
||||||
|
else "no-camera-track"
|
||||||
|
}
|
||||||
},
|
},
|
||||||
},
|
},
|
||||||
"microphone": {
|
"microphone": {
|
||||||
@@ -874,6 +963,8 @@ class DailyTransportClient(EventHandler):
|
|||||||
# Remove any custom tracks, if any.
|
# Remove any custom tracks, if any.
|
||||||
for track_name, _ in self._custom_audio_tracks.items():
|
for track_name, _ in self._custom_audio_tracks.items():
|
||||||
await self.remove_custom_audio_track(track_name)
|
await self.remove_custom_audio_track(track_name)
|
||||||
|
for track_name, _ in self._custom_video_tracks.items():
|
||||||
|
await self.remove_custom_video_track(track_name)
|
||||||
|
|
||||||
error = await self._leave()
|
error = await self._leave()
|
||||||
if not error:
|
if not error:
|
||||||
@@ -1173,18 +1264,26 @@ class DailyTransportClient(EventHandler):
|
|||||||
color_format=color_format,
|
color_format=color_format,
|
||||||
)
|
)
|
||||||
|
|
||||||
async def add_custom_audio_track(self, track_name: str) -> DailyAudioTrack:
|
async def add_custom_audio_track(
|
||||||
|
self,
|
||||||
|
track_name: str,
|
||||||
|
params: Optional[DailyCustomAudioTrackParams] = None,
|
||||||
|
) -> DailyAudioTrack:
|
||||||
"""Add a custom audio track for multi-stream output.
|
"""Add a custom audio track for multi-stream output.
|
||||||
|
|
||||||
Args:
|
Args:
|
||||||
track_name: Name for the custom audio track.
|
track_name: Name for the custom audio track.
|
||||||
|
params: Optional per-track configuration for sample rate, channels, and sendSettings.
|
||||||
|
|
||||||
Returns:
|
Returns:
|
||||||
The created DailyAudioTrack instance.
|
The created DailyAudioTrack instance.
|
||||||
"""
|
"""
|
||||||
future = self._get_event_loop().create_future()
|
future = self._get_event_loop().create_future()
|
||||||
|
|
||||||
audio_source = CustomAudioSource(self._out_sample_rate, 1)
|
sample_rate = params.sample_rate if params and params.sample_rate else self._out_sample_rate
|
||||||
|
channels = params.channels if params else 1
|
||||||
|
|
||||||
|
audio_source = CustomAudioSource(sample_rate, channels)
|
||||||
|
|
||||||
audio_track = CustomAudioTrack(audio_source)
|
audio_track = CustomAudioTrack(audio_source)
|
||||||
|
|
||||||
@@ -1217,6 +1316,56 @@ class DailyTransportClient(EventHandler):
|
|||||||
)
|
)
|
||||||
return await future
|
return await future
|
||||||
|
|
||||||
|
async def add_custom_video_track(
|
||||||
|
self,
|
||||||
|
track_name: str,
|
||||||
|
params: Optional[DailyCustomVideoTrackParams] = None,
|
||||||
|
) -> DailyVideoTrack:
|
||||||
|
"""Add a custom video track for multi-stream output.
|
||||||
|
|
||||||
|
Args:
|
||||||
|
track_name: Name for the custom video track.
|
||||||
|
params: Optional per-track configuration for dimensions, color format, and sendSettings.
|
||||||
|
|
||||||
|
Returns:
|
||||||
|
The created DailyVideoTrack instance.
|
||||||
|
"""
|
||||||
|
future = self._get_event_loop().create_future()
|
||||||
|
|
||||||
|
width = params.width if params else self._params.video_out_width
|
||||||
|
height = params.height if params else self._params.video_out_height
|
||||||
|
color_format = params.color_format if params else self._params.video_out_color_format
|
||||||
|
|
||||||
|
video_source = CustomVideoSource(width, height, color_format)
|
||||||
|
|
||||||
|
video_track = CustomVideoTrack(video_source)
|
||||||
|
|
||||||
|
self._client.add_custom_video_track(
|
||||||
|
track_name=track_name,
|
||||||
|
video_track=video_track,
|
||||||
|
completion=completion_callback(future),
|
||||||
|
)
|
||||||
|
|
||||||
|
await future
|
||||||
|
|
||||||
|
return DailyVideoTrack(source=video_source, track=video_track)
|
||||||
|
|
||||||
|
async def remove_custom_video_track(self, track_name: str) -> Optional[CallClientError]:
|
||||||
|
"""Remove a custom video track.
|
||||||
|
|
||||||
|
Args:
|
||||||
|
track_name: Name of the custom video track to remove.
|
||||||
|
|
||||||
|
Returns:
|
||||||
|
error: An error description or None.
|
||||||
|
"""
|
||||||
|
future = self._get_event_loop().create_future()
|
||||||
|
self._client.remove_custom_video_track(
|
||||||
|
track_name=track_name,
|
||||||
|
completion=completion_callback(future),
|
||||||
|
)
|
||||||
|
return await future
|
||||||
|
|
||||||
async def update_transcription(
|
async def update_transcription(
|
||||||
self, participants=None, instance_id=None
|
self, participants=None, instance_id=None
|
||||||
) -> Optional[CallClientError]:
|
) -> Optional[CallClientError]:
|
||||||
@@ -1985,7 +2134,7 @@ class DailyOutputTransport(BaseOutputTransport):
|
|||||||
Args:
|
Args:
|
||||||
destination: The destination identifier to register.
|
destination: The destination identifier to register.
|
||||||
"""
|
"""
|
||||||
logger.warning(f"{self} registering video destinations is not supported yet")
|
await self._client.register_video_destination(destination)
|
||||||
|
|
||||||
async def register_audio_destination(self, destination: str):
|
async def register_audio_destination(self, destination: str):
|
||||||
"""Register an audio output destination.
|
"""Register an audio output destination.
|
||||||
|
|||||||
Reference in New Issue
Block a user