Download server/phase2/src/run_phase2.py from lylybig8/mdm_coverage: direct link, hf CLI and curl.
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https://huggingface.co/datasets/lylybig8/mdm_coverage/resolve/main/server/phase2/src/run_phase2.py
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hf download hf://datasets/lylybig8/mdm_coverage/server/phase2/src/run_phase2.py
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curl -L -o run_phase2.py https://huggingface.co/datasets/lylybig8/mdm_coverage/resolve/main/server/phase2/src/run_phase2.py
4.34 kB
| """Versioned CPU-only driver; freeze snapshots and retain failed stages.""" | |
| import argparse | |
| import datetime as dt | |
| import hashlib | |
| import importlib.metadata | |
| import json | |
| import os | |
| from pathlib import Path | |
| import platform | |
| import resource | |
| import shutil | |
| import subprocess | |
| import sys | |
| import time | |
| def digest(path): | |
| return hashlib.sha256(path.read_bytes()).hexdigest() | |
| def main(): | |
| ap=argparse.ArgumentParser() | |
| ap.add_argument("--config",type=Path,required=True) | |
| ap.add_argument("--run-id",required=True) | |
| ap.add_argument("--smoke",action="store_true") | |
| args=ap.parse_args() | |
| root=Path(__file__).resolve().parents[1] | |
| if not args.run_id.startswith("run-") or "/" in args.run_id or ".." in args.run_id: | |
| raise ValueError("Unsafe run id") | |
| folder=root/"results"/args.run_id | |
| folder.mkdir(parents=True,exist_ok=False) | |
| for name in ("source","logs","figures"): | |
| (folder/name).mkdir() | |
| shutil.copy2(args.config,folder/"config.json") | |
| config=json.loads((folder/"config.json").read_text()) | |
| files=sorted((root/"src").glob("*.py")) | |
| for file in files: | |
| shutil.copy2(file,folder/"source"/file.name) | |
| shutil.copy2(root/"PROTOCOL.md",folder/"PROTOCOL.md") | |
| if (root/"docs").exists(): | |
| shutil.copytree(root/"docs",folder/"docs") | |
| status={"run_id":args.run_id,"status":"RUNNING","smoke":args.smoke, | |
| "started_utc":dt.datetime.now(dt.timezone.utc).isoformat(),"python":sys.version, | |
| "platform":platform.platform(), | |
| "packages":{p:importlib.metadata.version(p) for p in ("numpy","scipy","matplotlib")}, | |
| "config_sha256":digest(folder/"config.json"), | |
| "source_sha256":{f.name:digest(f) for f in files},"stages":[]} | |
| def save(): | |
| pending=folder/"status.pending.json" | |
| pending.write_text(json.dumps(status,indent=2)+"\n") | |
| pending.replace(folder/"status.json") | |
| def limits(): | |
| limit=int(config["address_space_gib"])*1024**3 | |
| resource.setrlimit(resource.RLIMIT_AS,(limit,limit)) | |
| env=os.environ.copy() | |
| env.update(OMP_NUM_THREADS="1",OPENBLAS_NUM_THREADS="1",MKL_NUM_THREADS="1", | |
| NUMEXPR_NUM_THREADS="1",MPLBACKEND="Agg",PYTHONUNBUFFERED="1") | |
| search=[sys.executable,str(folder/"source/search_witnesses.py"), | |
| "--config",str(folder/"config.json"),"--output-dir",str(folder)] | |
| if args.smoke: | |
| search.append("--smoke") | |
| stages=[("search",search), | |
| ("certify",[sys.executable,str(folder/"source/certify_witness.py"), | |
| "--input",str(folder/"witnesses.json"), | |
| "--output",str(folder/"certificates.json"),"--self-test"]), | |
| ("validate_summary",[sys.executable,str(folder/"source/normalize_results.py"), | |
| "--run-dir",str(folder)])] | |
| if not args.smoke: | |
| stages.append(("plots",[sys.executable,str(folder/"source/plot_phase2.py"),"--run-dir",str(folder)])) | |
| t0=time.monotonic() | |
| save() | |
| try: | |
| for name,command in stages: | |
| row={"stage":name,"status":"RUNNING"} | |
| status["stages"].append(row);save() | |
| started=time.monotonic() | |
| print(f"START {name}",flush=True) | |
| with (folder/"logs"/(name+".log")).open("w") as log: | |
| completed=subprocess.run(command,stdout=log,stderr=subprocess.STDOUT, | |
| env=env,preexec_fn=limits, | |
| timeout=max(1,config["total_timeout_seconds"]-(time.monotonic()-t0))) | |
| row.update(status="COMPLETE" if completed.returncode==0 else "FAILED", | |
| returncode=completed.returncode,runtime_seconds=time.monotonic()-started) | |
| save() | |
| print(f"END {name}: {row['status']} ({row['runtime_seconds']:.1f}s)",flush=True) | |
| if completed.returncode: | |
| raise RuntimeError(f"{name} failed; inspect retained logs") | |
| status["status"]="COMPLETE" | |
| except Exception as exc: | |
| status["status"]="FAILED";status["error"]=repr(exc) | |
| if status["stages"] and status["stages"][-1]["status"]=="RUNNING": | |
| status["stages"][-1]["status"]="FAILED" | |
| raise | |
| finally: | |
| status["finished_utc"]=dt.datetime.now(dt.timezone.utc).isoformat() | |
| status["runtime_seconds"]=time.monotonic()-t0 | |
| save() | |
| if __name__=="__main__": | |
| main() | |