Download tools/audit_metadata.py from PalatialSim/palatial-nv-asset-library: direct link, hf CLI and curl.
- Browser
- Download file 4.61 kB
-
https://huggingface.co/datasets/PalatialSim/palatial-nv-asset-library/resolve/main/tools/audit_metadata.py
- Command line
-
hf download hf://datasets/PalatialSim/palatial-nv-asset-library/tools/audit_metadata.py
-
curl -L -o audit_metadata.py https://huggingface.co/datasets/PalatialSim/palatial-nv-asset-library/resolve/main/tools/audit_metadata.py
4.61 kB
| """Fast, unattended regression check for asset-library metadata completeness.""" | |
| import argparse | |
| from collections import Counter | |
| import json | |
| import math | |
| import re | |
| from pathlib import Path | |
| from urllib.parse import unquote | |
| def audit(root): | |
| gallery = json.loads((root / 'gallery/assets.json').read_text()) | |
| problems = [] | |
| statuses = {key: Counter() for key in ('scale', 'mass', 'articulation', 'collision')} | |
| physics = list(root.glob('batch*/**/physics*.json')) | |
| def normalize(value): | |
| return re.sub(r'[^a-z0-9]', '', value.lower()) | |
| for entry in gallery: | |
| folder = root / entry['batch'] | |
| if entry.get('asset_folder'): | |
| candidates = [p for p in physics if p.is_relative_to(root / entry['asset_folder'])] | |
| else: | |
| candidates = [p for p in physics if p.parts[len(root.parts)] == entry['batch'] and normalize(p.relative_to(folder).parts[0]) == normalize(entry['name'])] | |
| if not candidates and entry.get('video_url', '').startswith('../' + entry['batch'] + '/'): | |
| asset_folder = unquote(entry['video_url']).split('/')[2] | |
| candidates = [p for p in physics if p.parts[len(root.parts)] == entry['batch'] and p.relative_to(folder).parts[0] == asset_folder] | |
| if len(candidates) != 1: | |
| problems.append({'asset': entry['id'], 'issue': 'physics_path_ambiguous', 'paths': [str(p) for p in candidates]}) | |
| continue | |
| path = candidates[0] | |
| try: | |
| data = json.loads(path.read_text(), parse_constant=lambda value: (_ for _ in ()).throw(ValueError(value))) | |
| except ValueError as error: | |
| problems.append({'asset': entry['id'], 'physics_path': str(path.relative_to(root)), 'issue': 'nonstandard_json', 'error': str(error)}) | |
| continue | |
| asset, validation = data.get('asset', {}), data.get('validation', {}) | |
| def fail(issue, **details): | |
| problems.append({'asset': entry['id'], 'physics_path': str(path.relative_to(root)), 'issue': issue, **details}) | |
| if not str(data.get('asset_id') or '').strip(): | |
| fail('missing_asset_id') | |
| for key in ('description', 'object_type'): | |
| if not str(asset.get(key) or '').strip(): | |
| fail('missing_' + key) | |
| bounds = asset.get('bounds') | |
| if not bounds or not all(isinstance(bounds.get(k), list) and len(bounds[k]) == 3 for k in ('min', 'max', 'size')): | |
| fail('missing_bounds') | |
| elif not all(math.isfinite(v) for k in ('min', 'max', 'size') for v in bounds[k]) or not all(v > 0 for v in bounds['size']): | |
| fail('invalid_bounds') | |
| axis = data.get('units', {}).get('up_axis') or validation.get('scale', {}).get('up_axis') | |
| if axis not in ('Y', 'Z'): | |
| fail('missing_up_axis') | |
| if any(j.get('joint_type') == 'floating' for j in data.get('articulation', {}).get('joints', [])): | |
| fail('legacy_floating_joint') | |
| masses = [('asset', asset.get('total_mass'))] + [(part.get('id'), part.get('mass')) for part in data.get('parts', [])] | |
| for part, mass in masses: | |
| if not isinstance(mass, (int, float)) or not math.isfinite(mass) or mass <= 0: | |
| fail('nonpositive_mass', part=part, value=mass) | |
| if all(isinstance(m, (int, float)) and math.isfinite(m) for _, m in masses): | |
| if not math.isclose(masses[0][1], sum(m for _, m in masses[1:]), rel_tol=1e-5, abs_tol=1e-6): | |
| fail('mass_sum_mismatch') | |
| value = validation.get('mass', {}).get('value_kg') | |
| if value is not None and not math.isclose(value, masses[0][1], rel_tol=1e-5, abs_tol=1e-6): | |
| fail('validation_mass_mismatch') | |
| for key in statuses: | |
| status = validation.get(key, {}).get('status', 'missing') | |
| statuses[key][status] += 1 | |
| if key != 'collision' and status in ('not_checked', 'recorded', 'missing'): | |
| fail('unverified_' + key, status=status) | |
| return {'assets': len(gallery), 'issue_counts': dict(Counter(p['issue'] for p in problems)), 'status_counts': {k: dict(v) for k, v in statuses.items()}, 'problems': problems} | |
| if __name__ == '__main__': | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument('root', type=Path) | |
| parser.add_argument('--report', type=Path) | |
| args = parser.parse_args() | |
| report = audit(args.root) | |
| if args.report: | |
| args.report.write_text(json.dumps(report, indent=2) + '\n') | |
| print(json.dumps({k: v for k, v in report.items() if k != 'problems'}, indent=2)) | |
| raise SystemExit(bool(report['problems'])) | |