ModeBench / code /oat_drgrpo /maze_modebench_process.py
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Release frozen ModeBench Levels 1, 2 and 3 with verified splits and executable evaluation
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"""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)