#!/usr/bin/env python3 """Download + extract OASIS-1 cross-sectional dataset (discs 1-12). The WashU host throttles per-connection (~48 KB/s single) but not in aggregate: 16 segmented connections reach ~1.9 MB/s. We use aria2c for segmented download + built-in resume. Idempotent: skips discs already extracted. """ import subprocess import sys import tarfile from pathlib import Path RAW = Path(__file__).resolve().parents[3] / "data" / "raw" BASE = "https://download.nrg.wustl.edu/data" N_DISCS = 12 MIN_DISC_BYTES = 1_000_000_000 def download_all() -> None: """aria2c downloads all discs: -x16 conns/host, -s16 segments, -j3 files at once.""" urls = [f"{BASE}/oasis_cross-sectional_disc{i}.tar.gz" for i in range(1, N_DISCS + 1)] (RAW / "urls.txt").write_text("\n".join(urls) + "\n") subprocess.run( ["aria2c", "-x16", "-s16", "-j3", "-c", "-k", "1M", "--retry-wait=5", "--max-tries=0", # 0 = infinite retries "--timeout=30", "--connect-timeout=30", "--summary-interval=30", "--console-log-level=warn", "-d", str(RAW), "-i", str(RAW / "urls.txt")], check=True, ) def extract_all() -> None: for i in range(1, N_DISCS + 1): tar_path = RAW / f"oasis_cross-sectional_disc{i}.tar.gz" marker = tar_path.with_suffix(".extracted") if marker.exists(): print(f"[skip] disc{i} already extracted", flush=True) continue if not (tar_path.exists() and tar_path.stat().st_size >= MIN_DISC_BYTES): sys.exit(f"disc{i} missing/incomplete: {tar_path}") print(f"[tar ] disc{i}", flush=True) with tarfile.open(tar_path, "r:gz") as t: t.extractall(RAW, filter="data") marker.touch() def main() -> None: RAW.mkdir(parents=True, exist_ok=True) download_all() extract_all() print("[done] all discs downloaded + extracted", flush=True) if __name__ == "__main__": main()