from __future__ import annotations import argparse import hashlib import json import shutil from collections import Counter from pathlib import Path import xml.etree.ElementTree as ET from PIL import Image def sha256(path: Path) -> str: digest = hashlib.sha256() with path.open("rb") as handle: for block in iter(lambda: handle.read(1024 * 1024), b""): digest.update(block) return digest.hexdigest() def load_jsonl(path: Path) -> list[dict]: return [json.loads(line) for line in path.read_text(encoding="utf-8").splitlines() if line] def local_name(tag: str) -> str: return tag.rsplit("}", 1)[-1] def page_xml_dimensions(path: Path) -> tuple[int, int]: root = ET.parse(path).getroot() page = next(node for node in root.iter() if local_name(node.tag) == "Page") return int(page.attrib["imageWidth"]), int(page.attrib["imageHeight"]) def main() -> None: parser = argparse.ArgumentParser() parser.add_argument("package", type=Path) parser.add_argument("--tools", type=Path, required=True) args = parser.parse_args() pages = load_jsonl(args.package / "pages.jsonl") regions = load_jsonl(args.package / "regions.jsonl") errors = [] for modality, rows in (("pages", pages), ("regions", regions)): for split in ("train", "validation", "test"): split_rows = [row for row in rows if row["split"] == split] metadata_path = args.package / modality / split / "metadata.jsonl" metadata_path.parent.mkdir(parents=True, exist_ok=True) with metadata_path.open("w", encoding="utf-8", newline="\n") as handle: for row in split_rows: image_path = args.package / row["image"] exported = {**row, "file_name": image_path.relative_to(metadata_path.parent).as_posix()} exported.pop("image", None) handle.write(json.dumps(exported, ensure_ascii=False, separators=(",", ":")) + "\n") page_ids = {row["id"] for row in pages} for row in pages: image_path = args.package / row["image"] xml_path = args.package / row["pagexml"] if not image_path.is_file() or not xml_path.is_file(): errors.append(f"Missing page asset: {row['id']}") continue with Image.open(image_path) as image: if image.size != (row["width"], row["height"]): errors.append(f"Image dimensions differ from manifest: {row['id']}") if page_xml_dimensions(xml_path) != (row["width"], row["height"]): errors.append(f"PAGE XML dimensions differ from image: {row['id']}") if sha256(image_path) != row["image_sha256"] or sha256(xml_path) != row["pagexml_sha256"]: errors.append(f"Checksum mismatch: {row['id']}") for row in regions: image_path = args.package / row["image"] if row["page_id"] not in page_ids: errors.append(f"Unknown parent page: {row['id']}") if not image_path.is_file(): errors.append(f"Missing region image: {row['id']}") continue left, top, right, bottom = row["bbox"] with Image.open(image_path) as image: if image.size != (right - left, bottom - top): errors.append(f"Region dimensions differ from bbox: {row['id']}") if sha256(image_path) != row["image_sha256"]: errors.append(f"Region checksum mismatch: {row['id']}") scripts_dir = args.package / "scripts" scripts_dir.mkdir(exist_ok=True) for name in ("audit_pagexml.py", "build_hf_subset.py", "finalize_package.py"): shutil.copy2(args.tools / name, scripts_dir / name) excluded_from_checksums = {"checksums.sha256", "validation_report.json"} files = sorted( path for path in args.package.rglob("*") if path.is_file() and path.name not in excluded_from_checksums and ".cache" not in path.relative_to(args.package).parts ) with (args.package / "checksums.sha256").open("w", encoding="ascii", newline="\n") as handle: for path in files: handle.write(f"{sha256(path)} {path.relative_to(args.package).as_posix()}\n") report = { "ok": not errors, "errors": errors, "pages": len(pages), "regions": len(regions), "page_collections": len({row["collection"] for row in pages}), "page_split_counts": dict(Counter(row["split"] for row in pages)), "region_split_counts": dict(Counter(row["split"] for row in regions)), "checksummed_files": len(files), } (args.package / "validation_report.json").write_text( json.dumps(report, ensure_ascii=False, indent=2) + "\n", encoding="utf-8" ) print(json.dumps(report, ensure_ascii=False, indent=2)) if errors: raise SystemExit(1) if __name__ == "__main__": main()