GotPsi / data /unpack.py
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#!/usr/bin/env python3
"""
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
# Archive lives in <data>/archives/ (sibling of the experiment dir)
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')
# Fetch only if the archive isn't already on disk. A present-but-md5-mismatched
# archive is NOT rejected here: archive_md5 goes stale whenever the archive is
# re-packed (gzip embeds an mtime), so per-file md5 verification after extraction
# (verify_experiment) is the authoritative integrity check.
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...")
# Extract into the data dir (archives stay put)
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}"}
# Per-file md5 verification is authoritative
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())