"""OpenEnv transport for the unmodified MiMo software-task verifier.""" import json import os from pathlib import Path import shutil import shlex import signal import subprocess import tarfile import tempfile from typing import Literal import uuid from mimoagent.environments.datasets.opensource_code import OpenSourceCodeEnvironment from mimoagent.environments.local import LocalEnvironment from openenv.core.env_server import Action, Environment, Observation, State, create_app from pydantic import Field ROOT = Path(__file__).resolve().parent INSTANCE = json.loads((ROOT / "instance.json").read_text()) WORKSPACE = Path(INSTANCE["cwd"]) AGENT_UID = 2000 OUTPUT_LIMIT = 12000 class ShellAction(Action): operation: Literal["shell", "finish"] = Field(description="Run a bash command or finish and grade the repository.") command: str = Field(default="", max_length=16000, description="Bash command; each call starts in the task repository.") class ShellObservation(Observation): task_id: str output: str = Field(max_length=16000) exit_code: int | None = None class VerifierExecution(LocalEnvironment): """Keep upstream verifier operations in the container, with bounded processes.""" def __init__(self, *, privileged=False, **kwargs): super().__init__(**kwargs) self.privileged = privileged def execute(self, command, cwd="", timeout=None): return run_command(command, cwd or str(WORKSPACE), timeout or 120, agent=not self.privileged) def copy_to(self, src_path, dest_path, **kwargs): with open(src_path, "rb") as source: result = run_command("cat > " + shlex.quote(dest_path), str(WORKSPACE), 120, agent=not self.privileged, stdin=source) if result["returncode"] != 0: raise RuntimeError("Verifier file transfer failed") def run_command(command, cwd, timeout, *, agent, stdin=None): env = dict(os.environ) env.pop("PYTHONPATH", None) if agent: env.update(HOME="/home/arena-agent", USER="arena-agent", LOGNAME="arena-agent") # A file avoids retaining unbounded command output in server memory. with tempfile.TemporaryFile() as output: proc = subprocess.Popen( ["/bin/bash", "-c", command], cwd=cwd, env=env, stdin=stdin, stdout=output, stderr=subprocess.STDOUT, start_new_session=True, user=AGENT_UID if agent else None, group=AGENT_UID if agent else None, extra_groups=[] if agent else None, ) timed_out = False try: proc.wait(timeout=timeout) except subprocess.TimeoutExpired: timed_out = True finally: try: os.killpg(proc.pid, signal.SIGKILL) except ProcessLookupError: pass proc.wait() length = output.tell() output.seek(max(0, length - OUTPUT_LIMIT)) text = output.read(OUTPUT_LIMIT).decode("utf-8", "replace") if length > OUTPUT_LIMIT: text = "[output truncated to final 12000 bytes]\n" + text if timed_out: text += "\n[command timed out]" return {"output": text, "returncode": 124 if timed_out else proc.returncode} class MiMoEnvironment(Environment): def __init__(self): super().__init__() self._state = State() self.verifier = None self.terminal = None def reset(self, seed=None, episode_id=None, task_id=None, **kwargs): if task_id not in (None, INSTANCE["instance_id"]): raise ValueError("This image does not contain that task_id") if WORKSPACE not in (Path("/testbed"), Path("/workspace/repo")): raise RuntimeError("Unsupported workspace in pinned task") if WORKSPACE.exists(): shutil.rmtree(WORKSPACE) with tarfile.open(ROOT / "workspace.tar") as archive: archive.extractall(WORKSPACE.parent, filter="fully_trusted") subprocess.run(["chown", "-R", f"{AGENT_UID}:{AGENT_UID}", str(WORKSPACE)], check=True) self.verifier = OpenSourceCodeEnvironment(VerifierExecution(cwd=str(WORKSPACE)), INSTANCE) self.verifier.setup_environment() self._state = State(episode_id=episode_id or str(uuid.uuid4()), step_count=0) self.terminal = None instruction = ( INSTANCE["problem_statement"] + f"\n\nRepository: {WORKSPACE}. Use shell actions to inspect, edit, and test it. " 'Return {"operation":"finish"} when ready for the original MiMo tests. ' "Each shell call starts in the repository; use cd within a command as needed. " "Commands time out after 60 seconds and output is truncated." ) return ShellObservation(task_id=INSTANCE["instance_id"], output=instruction, reward=0.0) def step(self, action, timeout_s=None, **kwargs): if self.verifier is None: raise RuntimeError("reset is required before step") if self.terminal is not None: return self.terminal self._state.step_count += 1 if action.operation == "finish" or self._state.step_count >= 64: reward, output, info = self.verifier.calculate_reward(timeout=INSTANCE["verifier_timeout_sec"]) if info.get("error_category") or info.get("transport_error") or "verifier_returncode" not in info: raise RuntimeError("MiMo verifier infrastructure failed; no valid reward") self.terminal = ShellObservation( task_id=INSTANCE["instance_id"], output="Original MiMo verifier completed.", exit_code=info["verifier_returncode"], reward=float(reward), done=True, ) return self.terminal result = run_command(action.command, str(WORKSPACE), min(60, timeout_s or 60), agent=True) return ShellObservation(task_id=INSTANCE["instance_id"], output=result["output"], exit_code=result["returncode"], reward=0.0) @property def state(self): return self._state app = create_app(MiMoEnvironment, ShellAction, ShellObservation, env_name="mimo_software", max_concurrent_envs=1)