#!/usr/bin/env python3 """Check how many Kaggle sessions are running before pushing another one. We accidentally had six CPU kernels alive. Kaggle silently drops whichever it wants, so the rule is: never exceed the per-account cap; wait in line instead. python scripts/kaggle_slots.py # owner kernels from tasks/kernels.json python scripts/kaggle_slots.py --extra yamahei21python/uzu-foo python scripts/kaggle_slots.py --max 5 --json out.json Exit code is 1 when the account is full, so a shell guard can refuse the push. """ from __future__ import annotations import argparse import json import subprocess from pathlib import Path ROOT = Path(__file__).resolve().parents[1] TASKS = ROOT / "tasks" / "kernels.json" TERMINAL = ("COMPLETE", "ERROR", "FAILED", "CANCEL", "CANCELLED") def status_of(kernel: str) -> str: try: result = subprocess.run( ["kaggle", "kernels", "status", kernel], text=True, capture_output=True, check=False ) except OSError: return "unknown" text = (result.stdout or "") + (result.stderr or "") line = next((item.strip() for item in text.splitlines() if "status" in item.lower()), "") return line or "unknown" def is_running(status: str) -> bool: upper = status.upper() if any(marker in upper for marker in TERMINAL): return False return "RUNNING" in upper or "QUEUED" in upper def count_running(statuses: list[str]) -> int: return sum(1 for status in statuses if is_running(status)) def owner_entries() -> list[dict]: if not TASKS.exists(): return [] payload = json.loads(TASKS.read_text(encoding="utf-8")) return [entry for entry in payload.get("kernels", []) if entry.get("owner") == "owner"] def main() -> None: parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) parser.add_argument("--max-cpu", type=int, default=5) parser.add_argument("--max-gpu", type=int, default=2) parser.add_argument("--extra", action="append", default=[], help="additional kernel refs to count") parser.add_argument("--json", type=Path, default=None) args = parser.parse_args() rows = [] for entry in owner_entries(): status = status_of(entry["ref"]) rows.append( { "kernel": entry["ref"], "kind": entry.get("kind", "cpu"), "status": status, "running": is_running(status), } ) for kernel in args.extra: status = status_of(kernel) rows.append({"kernel": kernel, "kind": "cpu", "status": status, "running": is_running(status)}) cpu_running = sum(1 for row in rows if row["running"] and row["kind"] == "cpu") gpu_running = sum(1 for row in rows if row["running"] and row["kind"] == "gpu") running = cpu_running + gpu_running print(f"{'kernel':34s} {'kind':5s} {'running':8s} status") for row in rows: print( f"{row['kernel'].split('/')[-1]:34s} {row['kind']:5s} " f"{'yes' if row['running'] else 'no':8s} {row['status'][:50]}" ) print(f"\ncpu {cpu_running}/{args.max_cpu} gpu {gpu_running}/{args.max_gpu}") if args.json: args.json.parent.mkdir(parents=True, exist_ok=True) args.json.write_text( json.dumps( {"cpu_running": cpu_running, "gpu_running": gpu_running, "max_cpu": args.max_cpu, "max_gpu": args.max_gpu, "rows": rows}, indent=2, ) + "\n", encoding="utf-8", ) if cpu_running >= args.max_cpu or gpu_running >= args.max_gpu: print("account is full: wait for a slot instead of pushing another kernel") raise SystemExit(1) if __name__ == "__main__": main()