#!/usr/bin/env python3 """Validate question-to-image joins without calling a model or inventing outputs.""" import argparse import hashlib import json import tarfile from pathlib import Path, PurePosixPath def rows(path): return [json.loads(line) for line in path.read_text(encoding="utf-8").splitlines() if line.strip()] def relative_file(root, relative): path = PurePosixPath(relative) if path.is_absolute() or ".." in path.parts or "\\" in relative: raise ValueError("Unsafe relative file") candidate = root / relative candidate.resolve().relative_to(root.resolve()) return candidate def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--questions", type=Path, required=True) parser.add_argument("--source-root", type=Path, help="Internal audit only: use original media tree and fallback tar") parser.add_argument("--limit", type=int) args = parser.parse_args() if args.limit is not None and args.limit < 1: parser.error("limit must be positive") root = Path(__file__).resolve().parents[1] manifest_rows = rows(root / "media_manifest.jsonl") manifest = {row["image_id"]: row for row in manifest_rows} if len(manifest) != len(manifest_rows): raise ValueError("Duplicate media IDs") sources = {} if args.source_root: sources = {row["image_id"]: row["source_relative_path"] for row in rows(root / "internal/media_sources.jsonl")} selected = rows(args.questions) if len({row["item_id"] for row in selected}) != len(selected): raise ValueError("Duplicate question IDs") if args.limit: selected = selected[:args.limit] checked = set() failures = [] archive = None try: for question in selected: domain = {"是", "否"} if question["answer_type"] == "binary" else {"A", "B", "C", "D"} if question["ground_truth"] not in domain: raise ValueError("Invalid answer domain") for part in question["input"]: if part["type"] != "image_url": continue reference = part["image_url"]["url"] if not reference.startswith("asset://"): raise ValueError("Unexpected image URI") image_id = reference[len("asset://"):] if image_id in checked: continue image = manifest[image_id] checked.add(image_id) try: if args.source_root: if image["status"] == "archived_only": if archive is None: archive = tarfile.open(relative_file(args.source_root, "data/non_bmp_image_fallback.tar")) member = archive.getmember(sources[image_id]) if not member.isfile(): raise ValueError("Non-file archive member") payload = archive.extractfile(member).read() else: payload = relative_file(args.source_root, sources[image_id]).read_bytes() else: payload = relative_file(root, image["package_path"]).read_bytes() if len(payload) != image["bytes"] or hashlib.sha256(payload).hexdigest() != image["sha256"]: raise ValueError("Image integrity mismatch") except (OSError, KeyError, ValueError) as error: failures.append({"image_id": image_id, "error_type": type(error).__name__}) finally: if archive is not None: archive.close() print(json.dumps({"questions_checked": len(selected), "unique_images_checked": len(checked), "failed_images": len(failures), "failures": failures[:20], "model_calls": 0}, ensure_ascii=False, indent=2)) raise SystemExit(1 if failures else 0) if __name__ == "__main__": main()