#!/usr/bin/env python3 """Check the local NanoJev dataset package using only Python's standard library.""" import argparse from collections import Counter import hashlib import json from pathlib import Path def read_rows(path): return [json.loads(line) for line in path.read_text().splitlines() if line.strip()] def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--root', type=Path, default=Path(__file__).resolve().parent) args = parser.parse_args() manifest = json.loads((args.root / 'manifest.json').read_text()) for relative, info in manifest['files'].items(): path = args.root / relative if hashlib.sha256(path.read_bytes()).hexdigest() != info['sha256']: raise ValueError(f'File hash mismatch: {relative}') rows = read_rows(path) if len(rows) != info['records']: raise ValueError(f'Record count mismatch: {relative}') if 'questions' in info and sum(len(row['questions']) for row in rows) != info['questions']: raise ValueError(f'Question count mismatch: {relative}') for stage, info in manifest['stages'].items(): full = read_rows(args.root / stage / 'all.jsonl') if len({row['id'] for row in full}) != len(full): raise ValueError(f'Duplicate record IDs: {stage}') source_splits = {} for row in full: group = row.get('metadata', {}).get('source_group_id') if group is not None and source_splits.setdefault(group, row['split']) != row['split']: raise ValueError(f'A source group crosses splits: {stage}') if Counter(row['split'] for row in full) != {s: c['records'] for s, c in info['counts'].items()}: raise ValueError(f'Split counts mismatch: {stage}') for split in info['counts']: actual = read_rows(args.root / stage / (split + '.jsonl')) expected = [row for row in full if row['split'] == split] if actual != expected: raise ValueError(f'Split row values or order changed: {stage}/{split}') print(json.dumps({'complete': True, 'data_files_checked': len(manifest['files']), 'stages': list(manifest['stages']), 'hashes_rows_and_split_order_verified': True})) if __name__ == '__main__': main()