"""Download and extract CaScenes from the Hugging Face Hub. Usage: python download.py --out ./workspace python download.py --out ./workspace --split test # download only test python download.py --out ./workspace --no-extract # download tarballs only Requirements: pip install -U huggingface_hub """ import argparse import hashlib import subprocess import sys from pathlib import Path from huggingface_hub import HfApi, hf_hub_download REPO_ID = "Zixia3/CaScenes" REPO_TYPE = "dataset" SPLITS = ("train", "test") def sha256_of(path: Path, chunk: int = 1 << 20) -> str: h = hashlib.sha256() with path.open("rb") as f: for buf in iter(lambda: f.read(chunk), b""): h.update(buf) return h.hexdigest() def load_expected_sums(sumfile: Path) -> dict[str, str]: sums: dict[str, str] = {} for line in sumfile.read_text().splitlines(): line = line.strip() if not line or line.startswith("#"): continue digest, _, name = line.partition(" ") sums[name.strip()] = digest.strip() return sums def verify(path: Path, expected: str) -> None: print(f" verifying {path.name} ...", flush=True) got = sha256_of(path) if got != expected: raise SystemExit( f"sha256 mismatch for {path.name}:\n expected {expected}\n got {got}" ) print(f" {path.name}: OK") def list_split_files(split: str) -> list[str]: """Return remote filenames belonging to a split, sorted in concat order.""" api = HfApi() files = api.list_repo_files(REPO_ID, repo_type=REPO_TYPE) if split == "train": # multi-part: train.tar.part-aa, train.tar.part-ab, ... parts = sorted(f for f in files if f.startswith("train.tar.part-")) if parts: return parts # fallback: single train.tar (if release ever switches back) if "train.tar" in files: return ["train.tar"] raise SystemExit("no train.tar.part-* or train.tar found in repo") if split == "test": if "test.tar" in files: return ["test.tar"] raise SystemExit("test.tar not found in repo") raise ValueError(split) def extract_split(split: str, local_files: list[Path], out_dir: Path) -> None: out_dir.mkdir(parents=True, exist_ok=True) print(f" extracting {split} ({len(local_files)} file(s)) -> {out_dir} ...", flush=True) if len(local_files) == 1: rc = subprocess.call(["tar", "-xf", str(local_files[0]), "-C", str(out_dir)]) if rc != 0: raise SystemExit(f"tar -xf failed for {local_files[0].name}") return # multi-part: cat parts | tar -xf - cat = subprocess.Popen(["cat", *map(str, local_files)], stdout=subprocess.PIPE) tar = subprocess.Popen(["tar", "-xf", "-", "-C", str(out_dir)], stdin=cat.stdout) if cat.stdout is not None: cat.stdout.close() tar_rc = tar.wait() cat.wait() if cat.returncode != 0 or tar_rc != 0: raise SystemExit(f"extraction failed (cat={cat.returncode}, tar={tar_rc})") def main() -> None: ap = argparse.ArgumentParser(description="Download & extract CaScenes") ap.add_argument("--out", required=True, type=Path, help="workspace root; CaScenes/ will land inside") ap.add_argument("--split", choices=SPLITS, action="append", help="restrict to these splits (repeatable). Default: both.") ap.add_argument("--cache", type=Path, default=None, help="huggingface_hub cache dir (default: HF_HOME or ~/.cache/huggingface)") ap.add_argument("--no-extract", action="store_true", help="download tarballs only, skip extraction") args = ap.parse_args() splits = tuple(args.split) if args.split else SPLITS args.out.mkdir(parents=True, exist_ok=True) sums_path = Path(hf_hub_download(REPO_ID, "SHA256SUMS", repo_type=REPO_TYPE, cache_dir=args.cache)) expected = load_expected_sums(sums_path) for split in splits: remote_files = list_split_files(split) local_files: list[Path] = [] for rf in remote_files: local = Path(hf_hub_download(REPO_ID, rf, repo_type=REPO_TYPE, cache_dir=args.cache)) if rf in expected: verify(local, expected[rf]) else: print(f"warning: {rf} not listed in SHA256SUMS; skipping verification", file=sys.stderr) local_files.append(local) if not args.no_extract: extract_split(split, local_files, args.out) print("done.") if __name__ == "__main__": main()