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vllm-omni/vllm_omni/diffusion/utils/media_utils.py
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2026-04-14 14:20:38 +08:00

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# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Video/audio muxing utilities using PyAV (no ffmpeg binary dependency)."""
from __future__ import annotations
import io
from fractions import Fraction
import av
import numpy as np
def mux_video_audio_bytes(
video_frames: np.ndarray,
audio_waveform: np.ndarray | None = None,
*,
fps: float = 25.0,
audio_sample_rate: int = 44100,
video_codec: str = "h264",
audio_codec: str = "aac",
crf: str = "18",
video_codec_options: dict[str, str] | None = None,
) -> bytes:
"""Mux video frames and optional audio waveform into MP4 bytes.
Args:
video_frames: uint8 array of shape ``(T, H, W, 3)`` (RGB).
audio_waveform: float32 array – mono ``(N,)`` or ``(N, C)`` / ``(C, N)``.
fps: Video frame rate.
audio_sample_rate: Audio sample rate in Hz.
video_codec: Video codec name.
audio_codec: Audio codec name.
crf: Constant rate factor for the video encoder.
Returns:
Raw MP4 bytes ready to be written to disk or streamed.
"""
buf = io.BytesIO()
container = av.open(buf, mode="w", format="mp4")
v_stream = container.add_stream(video_codec, rate=Fraction(fps).limit_denominator(10000))
v_stream.width = video_frames.shape[2]
v_stream.height = video_frames.shape[1]
v_stream.pix_fmt = "yuv420p"
options = {"crf": str(crf)}
if video_codec_options:
options.update(video_codec_options)
v_stream.options = options
a_stream = None
if audio_waveform is not None:
samples = audio_waveform.astype(np.float32)
if samples.ndim == 1:
samples = samples.reshape(1, -1)
elif samples.ndim == 2 and samples.shape[0] > samples.shape[1]:
samples = np.ascontiguousarray(samples.T)
num_channels = samples.shape[0]
layout = "stereo" if num_channels >= 2 else "mono"
a_stream = container.add_stream(audio_codec, rate=audio_sample_rate)
a_stream.layout = layout
for frame_data in video_frames:
frame = av.VideoFrame.from_ndarray(frame_data, format="rgb24")
for packet in v_stream.encode(frame):
container.mux(packet)
for packet in v_stream.encode():
container.mux(packet)
if a_stream is not None and audio_waveform is not None:
audio_frame = av.AudioFrame.from_ndarray(samples, format="fltp", layout=layout)
audio_frame.sample_rate = audio_sample_rate
for packet in a_stream.encode(audio_frame):
container.mux(packet)
for packet in a_stream.encode():
container.mux(packet)
container.close()
return buf.getvalue()