#!/usr/bin/env python3 """Validate AlphaGenome dataset layout, checksums, and minimal readability.""" from __future__ import annotations import argparse import gzip import hashlib from pathlib import Path import sys import yaml def sha256_file(path: Path) -> str: digest = hashlib.sha256() with path.open("rb") as f: for chunk in iter(lambda: f.read(1024 * 1024), b""): digest.update(chunk) return digest.hexdigest() def load_manifest(path: Path) -> dict: return yaml.safe_load(path.read_text(encoding="utf-8")) def validate_entry(root: Path, entry: dict, check_sha256: bool) -> None: rel_path = entry["path"] path = root / rel_path if not path.is_file(): raise FileNotFoundError(f"missing file: {rel_path}") size = path.stat().st_size if size != int(entry["size_bytes"]): raise ValueError(f"size mismatch for {rel_path}: {size} != {entry['size_bytes']}") expected = entry.get("sha256") if check_sha256 and expected: actual = sha256_file(path) if actual != expected: raise ValueError(f"sha256 mismatch for {rel_path}: {actual} != {expected}") if rel_path.endswith(".gz.tfrecord"): with gzip.open(path, "rb") as f: if not f.read(1): raise ValueError(f"gzip TFRecord is unreadable: {rel_path}") def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("--root", default=".", help="dataset package root") parser.add_argument( "--manifest", default="metadata/file_manifest.yaml", help="file manifest relative to --root", ) parser.add_argument( "--check-sha256", action="store_true", help="verify full SHA256 for every listed file", ) args = parser.parse_args() root = Path(args.root).resolve() manifest = load_manifest(root / args.manifest) entries = manifest["files"] for entry in entries: validate_entry(root, entry, args.check_sha256) print("dataset_validation_ok: true") print(f"checked_files: {len(entries)}") print(f"total_size_bytes: {sum(int(e['size_bytes']) for e in entries)}") print("full_sha256_checked:", bool(args.check_sha256)) return 0 if __name__ == "__main__": try: raise SystemExit(main()) except Exception as exc: print(f"dataset_validation_ok: false\nerror: {exc}", file=sys.stderr) raise SystemExit(1)