| |
| """ |
| Download and unpack experiment data from archives. |
| |
| Downloads per-experiment .tar.gz archives into data/archives/, extracts them |
| into data/{experiment}/, and verifies file integrity against manifest.json checksums. |
| |
| Usage: |
| python data/unpack.py # unpack all from data/archives/ |
| python data/unpack.py card lottery # unpack specific experiments |
| python data/unpack.py --source /path/to/archives # unpack from local directory |
| python data/unpack.py --source https://... # download from URL |
| python data/unpack.py --verify # verify existing files only |
| """ |
| import argparse |
| import hashlib |
| import json |
| import shutil |
| import tarfile |
| import urllib.request |
| from pathlib import Path |
| from typing import Dict, Optional |
|
|
| EXPERIMENTS = ['card', 'cardd', 'cards', 'rv', 'rvq', 'location', 'lottery', 'users'] |
| DATA_DIR = Path(__file__).parent |
| ARCHIVES_DIR = DATA_DIR / 'archives' |
|
|
|
|
| def md5_file(path: Path) -> str: |
| h = hashlib.md5() |
| with open(path, 'rb') as f: |
| for chunk in iter(lambda: f.read(8192), b''): |
| h.update(chunk) |
| return h.hexdigest() |
|
|
|
|
| def verify_experiment(experiment_dir: Path) -> Dict: |
| """ |
| Verify files on disk against manifest.json checksums. |
| |
| Returns dict with: verified, missing, corrupt counts. |
| """ |
| manifest_path = experiment_dir / 'manifest.json' |
| if not manifest_path.exists(): |
| return {'verified': 0, 'missing': 0, 'corrupt': 0, 'error': 'no manifest'} |
|
|
| manifest = json.loads(manifest_path.read_text()) |
| verified = missing = corrupt = 0 |
|
|
| for entry in manifest.get('files', []): |
| file_path = experiment_dir / entry['filename'] |
| if not file_path.exists(): |
| missing += 1 |
| elif md5_file(file_path) != entry['md5_hash']: |
| corrupt += 1 |
| else: |
| verified += 1 |
|
|
| return {'verified': verified, 'missing': missing, 'corrupt': corrupt} |
|
|
|
|
| def _fetch_archive(url_or_path: str, dest: Path) -> Path: |
| """Download or copy archive to dest. Returns path to local archive.""" |
| if url_or_path.startswith(('http://', 'https://')): |
| print(f" Downloading {url_or_path}...") |
| urllib.request.urlretrieve(url_or_path, dest) |
| else: |
| src = Path(url_or_path) |
| if src != dest: |
| shutil.copy2(src, dest) |
| return dest |
|
|
|
|
| def unpack_experiment( |
| experiment_dir: Path, |
| source: Optional[str] = None, |
| ) -> Dict: |
| """ |
| Extract and verify one experiment from its archive. |
| |
| Archives are stored in data/archives/ and extracted into data/{experiment}/. |
| |
| Args: |
| experiment_dir: Path to experiment directory (e.g. data/card/) |
| source: Base URL or local directory containing archives. |
| If None, uses data/archives/ then falls back to download_url in manifest. |
| |
| Returns: |
| Dict with status ('ok' or 'error'), message, and counts. |
| """ |
| manifest_path = experiment_dir / 'manifest.json' |
| if not manifest_path.exists(): |
| return {'status': 'error', 'message': f"No manifest.json in {experiment_dir}"} |
|
|
| manifest = json.loads(manifest_path.read_text()) |
| dataset = manifest['dataset'] |
| exp_name = experiment_dir.name |
|
|
| |
| archives_dir = experiment_dir.parent / 'archives' |
| archives_dir.mkdir(exist_ok=True) |
| archive_dest = archives_dir / f"{exp_name}.tar.gz" |
| expected_md5 = manifest.get('archive_md5') |
|
|
| |
| |
| |
| |
| if not archive_dest.exists(): |
| if source: |
| source_path = source.rstrip('/') |
| if source_path.startswith(('http://', 'https://')): |
| archive_url = f"{source_path}/{exp_name}.tar.gz" |
| else: |
| archive_url = str(Path(source_path) / f"{exp_name}.tar.gz") |
| elif manifest.get('download_url'): |
| archive_url = manifest['download_url'] |
| else: |
| return { |
| 'status': 'error', |
| 'message': f"No archive in {archives_dir}/ and no download source for {dataset} — " |
| f"place {exp_name}.tar.gz in {archives_dir}/ or provide --source" |
| } |
|
|
| try: |
| _fetch_archive(archive_url, archive_dest) |
| except Exception as e: |
| return {'status': 'error', 'message': f"Download failed: {e}"} |
|
|
| if expected_md5 and md5_file(archive_dest) != expected_md5: |
| print(f" WARNING: archive_md5 mismatch for {exp_name} " |
| f"(manifest may be stale) — relying on per-file verification") |
| else: |
| print(f" Archive present in {archives_dir}/, extracting...") |
|
|
| |
| experiment_dir.mkdir(parents=True, exist_ok=True) |
| try: |
| with tarfile.open(archive_dest, 'r:gz') as tf: |
| tf.extractall(experiment_dir.parent) |
| except Exception as e: |
| return {'status': 'error', |
| 'message': f"Extract failed for {exp_name} (archive may be corrupt): {e}"} |
|
|
| |
| result = verify_experiment(experiment_dir) |
| result['status'] = 'ok' if result['missing'] == 0 and result['corrupt'] == 0 else 'error' |
| return result |
|
|
|
|
| def main(): |
| parser = argparse.ArgumentParser(description='Download and unpack experiment data') |
| parser.add_argument('experiments', nargs='*', help='Experiments to unpack (default: all)') |
| parser.add_argument('--source', help='Base URL or local path to archives') |
| parser.add_argument('--verify', action='store_true', help='Verify existing files only') |
| parser.add_argument('--data-dir', default=str(DATA_DIR), |
| help='Path to data directory (default: data/)') |
| args = parser.parse_args() |
|
|
| experiments = args.experiments or EXPERIMENTS |
| data_dir = Path(args.data_dir) |
|
|
| failed = [] |
| for exp in experiments: |
| exp_dir = data_dir / exp |
| if not (exp_dir / 'manifest.json').exists(): |
| print(f" {exp}: no manifest.json, skipping") |
| continue |
|
|
| manifest = json.loads((exp_dir / 'manifest.json').read_text()) |
| print(f" {exp} ({manifest['file_count']} files):") |
|
|
| if args.verify: |
| result = verify_experiment(exp_dir) |
| status = "OK" if result['missing'] == 0 and result['corrupt'] == 0 else "ISSUES" |
| print(f" {status} — verified={result['verified']}, " |
| f"missing={result['missing']}, corrupt={result['corrupt']}") |
| if result['missing'] or result['corrupt']: |
| failed.append(exp) |
| else: |
| result = unpack_experiment(exp_dir, source=args.source) |
| if result['status'] == 'ok': |
| print(f" OK — verified={result['verified']} files") |
| else: |
| print(f" ERROR — {result.get('message', 'unknown')}") |
| failed.append(exp) |
|
|
| if failed: |
| print(f"\nFailed: {', '.join(failed)}") |
| return 1 |
| print("\nDone.") |
| return 0 |
|
|
|
|
| if __name__ == '__main__': |
| exit(main()) |
|
|