Download- Smile.zip -3.16 Mb- File

“An Exploratory Analysis of the smile.zip Dataset (3.16 MB): Structure, Content, and Potential Applications”

# Save everything for the paper with open('audit_report.json', 'w') as f: json.dump(out, f, indent=2) Download- smile.zip -3.16 MB-

# 2. SHA256 hashes (detect duplicates) hashes = {} for p in ROOT.rglob('*'): if p.is_file(): h = hashlib.sha256() with p.open('rb') as f: while chunk := f.read(8192): h.update(chunk) dig = h.hexdigest() hashes.setdefault(dig, []).append(p.relative_to(ROOT)) “An Exploratory Analysis of the smile

duplicates = h:paths for h,paths in hashes.items() if len(paths) > 1 out['duplicates'] = duplicates 'w') as f: json.dump(out