# Phase 6 launcher with a heartbeat. Kaggle kernel body: 2xT4, billed 1x wall clock. # # Why this exists: run_benchmarks.py is silent until its first push (the smoke pass writes smoke.json only # after all eight smoke runs), and on this account `kernels.get` is denied, so a kernel that is queued, # booting, installing or dead all look identical from outside. A heartbeat in the report repo makes those # states distinguishable and costs a few kilobytes per push. # # Before launching: book the QUOTA.md row, then set REV/PUB/SHA pins to the files actually published at that # revision, and read the pins back after fetch -- a kernel that runs code it did not verify is not reproducible. import hashlib, os, runpy, subprocess, sys, threading, time REV = "55f23ef5d0e8e6a60adad23bf8a2ffffc6bc7580" RB_SHA = "8196d853f3e3d8f1c729ff0d76517ddc7814b9d460a09497e1f289b03ca8da69" CRED_SHA = "6525f62f03f2d73650a1eb4f70fcb52d1194caad4ca88b2d8bd8fd54f88339b6" BASE = "https://huggingface.co/Cion-lab/ounce100m-code/resolve/" + REV REPORT_REPO = "Cion-lab/ounce100m-p5-report" # private scratch; keeps the deliverable repo clean LOG = "/kaggle/working/p6.log" STAGE = {"name": "submit", "detail": ""} def log(msg): line = "%s %s\n" % (time.strftime("%H:%M:%S", time.gmtime()), msg) with open(LOG, "a") as fh: fh.write(line) sys.__stdout__.write(line) sys.__stdout__.flush() def push_heartbeat(api, tok): try: body = open(LOG, "rb").read()[-60000:] api.upload_file(path_or_fileobj=body, path_in_repo="p6_heartbeat.log", repo_id=REPORT_REPO, repo_type="dataset", commit_message="heartbeat %s" % STAGE["name"], token=tok) except Exception as e: # a lost beat must never kill the eval log("heartbeat push failed %r" % (e,)) def beat(api, tok): while True: time.sleep(120) push_heartbeat(api, tok) os.chdir("/kaggle/working") os.makedirs("/kaggle/working/lib/eval", exist_ok=True) for rel, want in (("eval/run_benchmarks.py", RB_SHA), ("ounce100m_credentials.py", CRED_SHA)): dest = "/kaggle/working/lib/" + rel assert subprocess.run(["curl", "-sfL", BASE + "/" + rel, "-o", dest]).returncode == 0, rel got = hashlib.sha256(open(dest, "rb").read()).hexdigest() assert got == want, "%s: %s != %s" % (rel, got[:16], want[:16]) log("PINNED %s %s" % (rel, got[:16])) sys.path.insert(0, "/kaggle/working/lib") import ounce100m_credentials STAGE["name"] = "creds" log("creds " + str(ounce100m_credentials.install(verify=True))) tok = os.environ["HF_TOKEN"] from huggingface_hub import HfApi api = HfApi(token=tok) threading.Thread(target=beat, args=(api, tok), daemon=True).start() push_heartbeat(api, tok) # first beat immediately: the kernel is alive import site up = site.getusersitepackages() # E-047: ~/.local is not on sys.path when created if up and up not in sys.path: sys.path.append(up) # mid-process, so add it explicitly log("user_site " + str(up)) # tee: the runner streams its own progress, and that stream is the only status a denied-kernels.get account # can still see once it is being shipped somewhere. real = sys.stdout class Tee: def write(self, s): real.write(s) real.flush() with open(LOG, "a") as fh: fh.write(s) return len(s) def flush(self): real.flush() def isatty(self): # transformers' progress bars ask return False STAGE["name"] = "run_benchmarks" sys.argv = ["run_benchmarks.py", "--model", "Cion-lab/ounce100m-v1", "--repo", "Cion-lab/ounce100m-v1", "--full-gpu-hours", "0.3"] log("ARGV " + " ".join(sys.argv)) sys.stdout = Tee() err = None try: runpy.run_path("/kaggle/working/lib/eval/run_benchmarks.py", run_name="__main__") except SystemExit as e: err = None if e.code in (0, None) else "SystemExit(%r)" % (e.code,) except BaseException as e: err = repr(e) finally: sys.stdout = real STAGE["name"] = "done" log("P6_DONE err=%s" % (err,)) push_heartbeat(api, tok) print("VERDICT P6 err=%s" % (bool(err),), flush=True)