"""HF Job entry point; only Python stdlib is needed before creating the locked venvs.""" import argparse import hashlib import json import os from pathlib import Path import subprocess import sys import tarfile def main(): p = argparse.ArgumentParser() p.add_argument("--bundle-dir", default="/bundle") p.add_argument("--role", required=True, choices=["preflight", "eval", "train", "coordinator"]) args, rest = p.parse_known_args() bundle = Path(args.bundle_dir) archive = bundle / "bundle.tar.gz" info = json.loads((bundle / "bundle.json").read_text()) assert hashlib.sha256(archive.read_bytes()).hexdigest() == info["sha256"] root = Path("/workspace/repro") root.mkdir(parents=True, exist_ok=True) with tarfile.open(archive) as tar: tar.extractall(root, filter="data") os.environ["REPRO_ROOT"] = str(root) os.environ["BUNDLE_SHA256"] = info["sha256"] os.environ.setdefault("HF_HOME", "/workspace/hf-cache") os.environ.setdefault("UV_CACHE_DIR", "/workspace/uv-cache") for name, target in [("env", root / "OpenEnv/.venv"), ("train", root / ".venv312")]: if args.role == "coordinator" and name == "train": continue subprocess.run(["uv", "venv", "--python", "3.12", str(target)], check=True) subprocess.run(["uv", "pip", "sync", "--python", str(target / "bin/python"), "--require-hashes", str(root / f"hf/locks/requirements-{name}.lock")], check=True) if args.role != "coordinator": # Register the vendored TRL project itself, without resolving or changing # any locked dependencies. Merely adding its source to PYTHONPATH leaves # importlib.metadata empty and fails at the first checkpoint model card. project = root / "experiments/daytona_harness_comparison/logs/20260915/source/trl" subprocess.run(["uv", "pip", "install", "--python", str(root / ".venv312/bin/python"), "--no-deps", "--no-build-isolation", "--editable", str(project)], check=True) script = "preflight.py" if args.role == "preflight" else "job.py" python = root / ".venv312/bin/python" if args.role == "coordinator": python = root / "OpenEnv/.venv/bin/python" os.execv(str(python), [str(python), "-u", str(root / "hf/runtime" / script), "--role", args.role, *rest]) if __name__ == "__main__": main()