from __future__ import annotations import argparse import json from pathlib import Path import pyarrow.parquet as pq EXPECTED = { "metromap_qa": {"test": 2080}, "travelmap_qa": {"test": 2184}, "metromap_planning": {"train": 76800, "test": 19200}, "travelmap_planning": {"train": 80640, "test": 20160}, } def validate(root: Path) -> dict: errors: list[str] = [] counts: dict[str, dict[str, int]] = {} ids: set[str] = set() asset_refs: set[str] = set() for config, splits in EXPECTED.items(): counts[config] = {} for split, expected in splits.items(): paths = sorted((root / "data" / config).glob(f"{split}-*.parquet")) if not paths: errors.append(f"missing Parquet shards: {config}/{split}") continue actual = 0 for path in paths: table = pq.read_table(path) actual += table.num_rows for row in table.select(["id", "image", "edge_table", "vertex_table"]).to_pylist(): if row["id"] in ids: errors.append(f"duplicate id: {row['id']}") ids.add(row["id"]) for key in ("image", "edge_table", "vertex_table"): if row.get(key): asset_refs.add(row[key]) counts[config][split] = actual if actual != expected: errors.append(f"count mismatch {config}/{split}: expected {expected}, got {actual}") missing = [value for value in sorted(asset_refs) if not (root / value).is_file()] errors.extend(f"missing asset: {value}" for value in missing[:100]) for required in (root / "README.md", root / "dataset_card.md", root / "manifest.json", root / "maptab_loader.py"): if not required.is_file(): errors.append(f"missing required file: {required.relative_to(root)}") return {"counts": counts, "unique_ids": len(ids), "asset_references": len(asset_refs), "missing_assets": len(missing), "errors": errors} def main() -> None: parser = argparse.ArgumentParser() parser.add_argument("--root", type=Path, default=Path(".")) args = parser.parse_args() result = validate(args.root.expanduser().resolve()) print(json.dumps(result, ensure_ascii=False, indent=2)) if result["errors"]: raise SystemExit(1) if __name__ == "__main__": main()