#!/usr/bin/env python3 """Check that a local copy of VLM-UQBench is complete and self-consistent. Checks that every image and mask path in the manifests and outputs is relative, stays inside the dataset folder and exists; that the files under images/, perturbed/ and masks/ match metadata/file_map.jsonl one to one; that the recorded SHA-256 values agree; and that every output row points to a manifest row. With --hash it also re-hashes every stored file (reads about 6 GB). Usage: python scripts/verify_release.py [--root .] [--hash] """ from __future__ import annotations import argparse import hashlib import json import sys from pathlib import Path, PurePosixPath import pyarrow.parquet as pq FILE_DIRS = ("images", "perturbed", "masks") def read_jsonl(path: Path) -> list[dict]: with open(path, encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] def sha256(path: Path) -> str: h = hashlib.sha256() with open(path, "rb") as f: for chunk in iter(lambda: f.read(1 << 20), b""): h.update(chunk) return h.hexdigest() def main() -> int: ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) ap.add_argument("--root", type=Path, default=Path(__file__).resolve().parents[1]) ap.add_argument("--hash", action="store_true", help="re-hash every stored file") args = ap.parse_args() root = args.root.resolve() errors: list[str] = [] def check_path(p: str, where: str) -> None: pp = PurePosixPath(p) if pp.is_absolute() or ".." in pp.parts or "\\" in p: errors.append(f"{where}: bad path {p!r}") return full = (root / pp).resolve() if root not in full.parents or not full.is_file(): errors.append(f"{where}: missing or outside root {p!r}") # file map <-> files on disk fmap = read_jsonl(root / "metadata" / "file_map.jsonl") sha_of = {} for r in fmap: if r["path"] is not None: if sha_of.setdefault(r["path"], r["sha256"]) != r["sha256"]: errors.append(f"file_map: {r['path']} has two hashes") stored = {r["path"] for r in fmap if r["stored"]} on_disk = {str(p.relative_to(root)) for d in FILE_DIRS for p in (root / d).rglob("*") if p.is_file() and p.name not in ("LICENSE.md",)} for p in sorted(on_disk - stored)[:20]: errors.append(f"unlisted file {p}") for p in sorted(stored - on_disk)[:20]: errors.append(f"listed file missing {p}") if args.hash: for p in sorted(stored): if (root / p).is_file() and sha256(root / p) != sha_of[p]: errors.append(f"hash mismatch {p}") # manifests n_paths, uids = 0, set() manifests = sorted((root / "manifests").rglob("*.jsonl")) for mf in manifests: rel = mf.relative_to(root) seen = set() for i, r in enumerate(read_jsonl(mf)): where = f"{rel}:{i + 1}" if r["uid"] in seen: errors.append(f"{where}: duplicate uid {r['uid']}") seen.add(r["uid"]) for p in ([r["image"]] if r.get("image") else []) + r.get("masks", []): n_paths += 1 check_path(p, where) if r.get("image") and r.get("image_sha256") and sha_of.get(r["image"]) != r["image_sha256"]: errors.append(f"{where}: image_sha256 differs from file_map") uids |= seen # outputs n_out = 0 for pf in sorted((root / "outputs").rglob("*.parquet")): rel = pf.relative_to(root) t = pq.read_table(pf, columns=["uid", "image"]).to_pydict() for i, (uid, img) in enumerate(zip(t["uid"], t["image"])): n_out += 1 if uid not in uids: errors.append(f"{rel}:{i}: uid not in manifests {uid}") if img: n_paths += 1 check_path(img, f"{rel}:{i}") print(f"manifests: {len(manifests)} files, {len(uids)} rows; output rows: {n_out}; " f"paths checked: {n_paths}; stored files: {len(stored)}" + ("; hashes verified" if args.hash else "")) for e in errors[:50]: print("ERROR", e) print("OK" if not errors else f"FAILED ({len(errors)} problems)") return 1 if errors else 0 if __name__ == "__main__": sys.exit(main())