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Download code/oat_drgrpo/maze_modebench_process.py from od2961/ModeBench: direct link, hf CLI and curl.
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https://huggingface.co/datasets/od2961/ModeBench/resolve/main/code/oat_drgrpo/maze_modebench_process.py
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hf download hf://datasets/od2961/ModeBench/code/oat_drgrpo/maze_modebench_process.py
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curl -L -o maze_modebench_process.py https://huggingface.co/datasets/od2961/ModeBench/resolve/main/code/oat_drgrpo/maze_modebench_process.py
5.75 kB
| """Killable external MuJoCo boundary for maze language-action programs.""" | |
| from __future__ import annotations | |
| import json | |
| import os | |
| from pathlib import Path | |
| import select | |
| import subprocess | |
| import threading | |
| from typing import Any, Mapping | |
| from .maze_modebench import MazeValidation | |
| class MazeVerifierProcess: | |
| """Execute maze action programs outside the trainer process.""" | |
| def __init__( | |
| self, | |
| *, | |
| timeout_seconds: float = 25.0, | |
| worker_python: str | Path | None = None, | |
| ) -> None: | |
| if timeout_seconds <= 0: | |
| raise ValueError("timeout_seconds must be positive") | |
| root = Path( | |
| os.environ.get( | |
| "OAT_ZERO_REPO_ROOT", Path(__file__).resolve().parents[2] | |
| ) | |
| ).resolve() | |
| configured = worker_python or os.environ.get("OAT_ZERO_MAZE_WORKER_PYTHON") | |
| self.worker_python = Path(configured) if configured else ( | |
| root / "var/maze_runtime/venv/bin/python" | |
| ) | |
| self.timeout_seconds = float(timeout_seconds) | |
| self._process: subprocess.Popen[str] | None = None | |
| self._owner_pid = os.getpid() | |
| self._lock = threading.Lock() | |
| def _start(self) -> subprocess.Popen[str]: | |
| if self._owner_pid != os.getpid(): | |
| self._process = None | |
| self._owner_pid = os.getpid() | |
| process = self._process | |
| if process is not None and process.poll() is None: | |
| return process | |
| if not self.worker_python.is_file(): | |
| raise FileNotFoundError(f"maze worker Python is missing: {self.worker_python}") | |
| source_root = str(Path(__file__).resolve().parents[1]) | |
| entrypoint = ( | |
| "import runpy,sys;" | |
| f"sys.path.insert(0,{source_root!r});" | |
| "runpy.run_module('oat_drgrpo.maze_modebench_worker',run_name='__main__')" | |
| ) | |
| worker_env = os.environ.copy() | |
| worker_env.setdefault("MUJOCO_GL", "egl") | |
| self._process = subprocess.Popen( | |
| [str(self.worker_python), "-B", "-I", "-c", entrypoint], | |
| stdin=subprocess.PIPE, | |
| stdout=subprocess.PIPE, | |
| stderr=None, | |
| text=True, | |
| encoding="utf-8", | |
| bufsize=1, | |
| start_new_session=True, | |
| env=worker_env, | |
| ) | |
| return self._process | |
| def _stop(self) -> None: | |
| process, self._process = self._process, None | |
| if process is None: | |
| return | |
| if process.poll() is None: | |
| process.terminate() | |
| try: | |
| process.wait(timeout=1) | |
| except subprocess.TimeoutExpired: | |
| process.kill() | |
| process.wait(timeout=1) | |
| if process.stdin is not None: | |
| process.stdin.close() | |
| if process.stdout is not None: | |
| process.stdout.close() | |
| def close(self) -> None: | |
| with self._lock: | |
| self._stop() | |
| def validate( | |
| self, | |
| candidate: str, | |
| spec: Mapping[str, Any], | |
| ) -> MazeValidation | None: | |
| result = self.validate_with_execution(candidate, spec) | |
| return result[0] if result is not None else None | |
| def validate_with_execution( | |
| self, | |
| candidate: str, | |
| spec: Mapping[str, Any], | |
| ) -> tuple[MazeValidation, dict[str, Any]] | None: | |
| """Return validation plus the trusted raw record for offline audits.""" | |
| request = json.dumps( | |
| {"candidate": str(candidate), "spec": dict(spec)}, | |
| allow_nan=False, | |
| ) | |
| with self._lock: | |
| for attempt in range(2): | |
| try: | |
| process = self._start() | |
| assert process.stdin is not None and process.stdout is not None | |
| process.stdin.write(request + "\n") | |
| process.stdin.flush() | |
| readable, _, _ = select.select( | |
| [process.stdout], [], [], self.timeout_seconds | |
| ) | |
| if not readable: | |
| self._stop() | |
| return None | |
| line = process.stdout.readline() | |
| if not line: | |
| raise BrokenPipeError("maze worker closed stdout") | |
| payload = json.loads(line) | |
| if not payload.get("valid"): | |
| return None | |
| validation = MazeValidation( | |
| canonical_key=str(payload["canonical_key"]), | |
| directed_gates=tuple( | |
| str(value) for value in payload["directed_gates"] | |
| ), | |
| action_tokens=tuple( | |
| str(value) for value in payload["action_tokens"] | |
| ), | |
| simulator_steps=int(payload["simulator_steps"]), | |
| ) | |
| return validation, dict(payload["execution"]) | |
| except ( | |
| BrokenPipeError, | |
| FileNotFoundError, | |
| OSError, | |
| ValueError, | |
| json.JSONDecodeError, | |
| ): | |
| self._stop() | |
| if attempt: | |
| return None | |
| return None | |
| def __del__(self) -> None: | |
| try: | |
| self._stop() | |
| except Exception: | |
| pass | |
| _SHARED_VERIFIER = MazeVerifierProcess() | |
| def validate_maze_action_program_external( | |
| candidate: str, | |
| spec: Mapping[str, Any], | |
| ) -> MazeValidation | None: | |
| """Validate a candidate through the shared pinned MuJoCo worker.""" | |
| return _SHARED_VERIFIER.validate(candidate, spec) | |