Download preprocess/encode.py from yxma/React: direct link, hf CLI and curl.
- Browser
- Download file 2.29 kB
-
https://huggingface.co/datasets/yxma/React/resolve/24a210ae763b56706ffe74e0ab0ad708dd3b22a0/preprocess/encode.py
- Command line
-
hf download hf://datasets/yxma/React@24a210ae763b56706ffe74e0ab0ad708dd3b22a0/preprocess/encode.py
-
curl -L -o encode.py https://huggingface.co/datasets/yxma/React/resolve/24a210ae763b56706ffe74e0ab0ad708dd3b22a0/preprocess/encode.py
2.29 kB
| """ffmpeg encoders for the published video streams. | |
| RGB / tactile -> H.264 yuv444p CRF18 (visually lossless, seekable) | |
| depth -> FFV1 gray16le (mathematically lossless, millimetres) | |
| """ | |
| from __future__ import annotations | |
| import subprocess | |
| from pathlib import Path | |
| import numpy as np | |
| from .config import CRF, FPS, H, W | |
| class VideoWriter: | |
| """Streaming ffmpeg writer. Use as a context manager and `write()` blocks.""" | |
| def __init__(self, path: Path, pix_fmt="bgr24", codec="libx264", | |
| width=W, height=H, fps=FPS): | |
| self.path = Path(path) | |
| self.path.parent.mkdir(parents=True, exist_ok=True) | |
| self._cmd = self._build(pix_fmt, codec, width, height, fps) | |
| self._proc = None | |
| def _build(self, pix_fmt, codec, width, height, fps): | |
| cmd = ["ffmpeg", "-y", "-hide_banner", "-loglevel", "error", | |
| "-f", "rawvideo", "-pix_fmt", pix_fmt, | |
| "-s", f"{width}x{height}", "-r", str(fps), "-i", "-"] | |
| if codec == "libx264": | |
| cmd += ["-c:v", "libx264", "-profile:v", "high444", "-preset", "medium", | |
| "-crf", CRF, "-pix_fmt", "yuv444p", "-movflags", "+faststart"] | |
| elif codec == "ffv1": | |
| cmd += ["-c:v", "ffv1", "-level", "3", "-pix_fmt", "gray16le"] | |
| else: | |
| raise ValueError(f"unknown codec {codec!r}") | |
| return cmd + ["-an", str(self.path)] | |
| def __enter__(self): | |
| self._proc = subprocess.Popen(self._cmd, stdin=subprocess.PIPE) | |
| return self | |
| def write(self, block: np.ndarray) -> None: | |
| self._proc.stdin.write(np.ascontiguousarray(block).tobytes()) | |
| def __exit__(self, exc_type, exc, tb): | |
| if self._proc.stdin: | |
| self._proc.stdin.close() | |
| rc = self._proc.wait() | |
| if rc != 0 and exc_type is None: | |
| raise RuntimeError(f"ffmpeg failed ({rc}) writing {self.path}") | |
| return False | |
| def rgb_writer(path: Path) -> VideoWriter: | |
| """8-bit colour stream. Feed BGR blocks (ffmpeg's native order).""" | |
| return VideoWriter(path, pix_fmt="bgr24", codec="libx264") | |
| def depth_writer(path: Path) -> VideoWriter: | |
| """16-bit depth stream, lossless. Feed uint16 millimetre blocks.""" | |
| return VideoWriter(path, pix_fmt="gray16le", codec="ffv1") | |