Download preprocess/previews.py from yxma/React: direct link, hf CLI and curl.
- Browser
- Download file 4.17 kB
-
https://huggingface.co/datasets/yxma/React/resolve/24a210ae763b56706ffe74e0ab0ad708dd3b22a0/preprocess/previews.py
- Command line
-
hf download hf://datasets/yxma/React@24a210ae763b56706ffe74e0ab0ad708dd3b22a0/preprocess/previews.py
-
curl -L -o previews.py https://huggingface.co/datasets/yxma/React/resolve/24a210ae763b56706ffe74e0ab0ad708dd3b22a0/preprocess/previews.py
4.17 kB
| """Release policy for the preview panels. | |
| Previews are a presentation artifact, not part of reproducing the data: they | |
| render a 3-camera + OptiTrack + GelSight panel from the *source* recordings and | |
| need rig-local calibration that the release does not ship. So this module owns | |
| only the release-specific decisions — | |
| * which calibration set belongs to which task (they were recalibrated between | |
| the motherboard and pushT sessions, and using the wrong one silently | |
| misprojects the overlay) | |
| * the trim offset, read from the release sidecar so previews start on the same | |
| frame as the published video | |
| * the per-(task, date) world-frame offset | |
| * the output layout | |
| — and takes the renderer as a parameter. The previous version reached into the | |
| renderer module and reassigned its globals, which meant preview settings could | |
| not be reasoned about without reading both files, and two tasks could not be | |
| rendered in one process. | |
| """ | |
| from __future__ import annotations | |
| from pathlib import Path | |
| from typing import Callable, Iterator | |
| from .config import H5_ROOTS, STAGE_ROOT, WORLD_OFFSET | |
| CALIB_ROOT = Path(__file__).resolve().parent.parent / "calibration" | |
| # The rigs were recalibrated between sessions; each task must use the set that | |
| # was current when it was recorded. | |
| CALIB_DIRS = { | |
| "motherboard": CALIB_ROOT / "result backup", # May 12 | |
| "pushT": CALIB_ROOT / "result", # June 26 | |
| } | |
| CLIP_SECONDS = 30.0 | |
| SPEED = 2.0 | |
| def trim_offset(task: str, date: str, episode: str, | |
| stage_root: Path = STAGE_ROOT) -> int: | |
| """Trim offset for an episode, from its release sidecar (0 if absent).""" | |
| det = Path(stage_root) / task / "meta" / date / f"{episode}._detect.pt" | |
| if not det.exists(): | |
| return 0 | |
| import torch | |
| meta = torch.load(str(det), weights_only=False, map_location="cpu") | |
| return int(meta["_contact_meta"].get("trim_offset", 0)) | |
| def plan(task: str, stage_root: Path = STAGE_ROOT) -> Iterator[dict]: | |
| """One job per published episode that still has its source recording. | |
| Driven by the published videos rather than by the source tree, so episodes | |
| excluded from the release (e.g. the corrupt pushT recording) do not | |
| reappear here. | |
| """ | |
| stage_root = Path(stage_root) | |
| h5_root = H5_ROOTS[task] | |
| videos = stage_root / task / "videos" | |
| if not videos.exists(): | |
| return | |
| for date_dir in sorted(p for p in videos.iterdir() if p.is_dir()): | |
| date = date_dir.name | |
| dx, dy, dz = WORLD_OFFSET.get((task, date), (0.0, 0.0, 0.0)) | |
| for ep_dir in sorted(p for p in date_dir.iterdir() if p.is_dir()): | |
| episode = ep_dir.name | |
| h5 = h5_root / date / f"{episode}.h5" | |
| if not h5.exists(): | |
| continue | |
| yield { | |
| "task": task, "date": date, "episode": episode, | |
| "h5": h5, | |
| "out": stage_root / task / "previews" / date / f"{episode}.mp4", | |
| "calib_dir": CALIB_DIRS[task], | |
| "trim_offset": trim_offset(task, date, episode, stage_root), | |
| "world_offset": (dx, dy, dz), | |
| } | |
| def build_task(task: str, render: Callable[[dict], None], | |
| stage_root: Path = STAGE_ROOT, | |
| overwrite: bool = False) -> list[dict]: | |
| """Render every planned preview with the supplied renderer. | |
| ``render`` receives one job dict. A failure is recorded against that | |
| episode and the rest continue — one bad recording should not cost the whole | |
| batch. | |
| """ | |
| results = [] | |
| for job in plan(task, stage_root): | |
| if job["out"].exists() and not overwrite: | |
| results.append({**job, "status": "SKIP"}) | |
| continue | |
| job["out"].parent.mkdir(parents=True, exist_ok=True) | |
| try: | |
| render(job) | |
| size = job["out"].stat().st_size if job["out"].exists() else 0 | |
| results.append({**job, "status": "OK", "bytes": size}) | |
| except Exception as exc: # noqa: BLE001 | |
| results.append({**job, "status": "FAIL", | |
| "error": f"{type(exc).__name__}: {exc}"}) | |
| return results | |