"""Small helpers.""" from __future__ import annotations import os from pathlib import Path from typing import Optional def find_latest_ckpt(run_dir: str | Path) -> Optional[str]: """Locate the latest `*.ckpt` under run_dir, for auto-resume after server restart.""" rd = Path(run_dir) if not rd.exists(): return None ckpts = sorted(rd.rglob("*.ckpt"), key=lambda p: p.stat().st_mtime, reverse=True) return str(ckpts[0]) if ckpts else None def env_or(default: str, key: str) -> str: return os.environ.get(key, default)