"""Offline qualification through actual public MCP calls and private grading.""" from contextlib import ExitStack from copy import deepcopy from pathlib import Path from tempfile import TemporaryDirectory from unittest.mock import patch import json import sys from fastmcp import Client from common import read from evaluate import Episode from mcp_server import create, attach_recorder from scoring import grade_submission def unpack(response): if response.structured_content is not None: return response.structured_content return json.loads(''.join(c.text for c in response.content if hasattr(c, 'text'))) async def verify(root): root = Path(root) outcomes, surfaces = [], {} with ExitStack() as guards, TemporaryDirectory(prefix='benchmark-check-') as temp: for name in ('socket.create_connection', 'socket.socket.connect', 'socket.socket.connect_ex'): guards.enter_context(patch(name, side_effect=RuntimeError('Offline verification forbids network access'))) for number in range(1, 61): for side in ('act', 'abstain'): row = {'number': number, 'side': side, 'passed': False} try: episode = Episode(root, number, side) answer = episode.solve() submission = {'answer': answer, 'events': episode.events, 'final_state': episode.state} verdict = grade_submission(root, number, side, submission) assert verdict['passed'], 'Reference rejected: ' + str(verdict) server, envs = await create(root, number, side) record = Path(temp) / f'{number:03}_{side}.json' name = episode.info['env_name'] attach_recorder(server, envs, name, record) async with Client(server) as client: tools = await client.list_tools() surface = [tool.model_dump(mode='json', exclude_none=True) for tool in tools] assert not any(t.name.startswith('__') or any(x in t.name for x in ('oracle', 'snapshot', 'private')) for t in tools) surfaces[number, side] = surface document = episode.info['brief_id'] directory = unpack(await client.call_tool('task_documents.list_documents', {})) assert directory['result'][0]['id'] == document brief = unpack(await client.call_tool('task_documents.read_document', {'document_id': document})) assert brief['result'] == episode.brief for event in episode.events: response = await client.call_tool(name + '.' + event['tool'], event['arguments'], raise_on_error=False) assert unpack(response) == event['observation'], 'Public observation changed' assert envs[name].state == episode.state, 'Public state effect changed' saved = read(record) assert saved == {'events': episode.events, 'final_state': episode.state}, 'Controller record differs' assert grade_submission(root, number, side, dict(saved, answer=answer))['passed'] if side == 'abstain': assert surfaces[number, 'act'] == surface, 'Tool definitions reveal paired variant' # Reject forged observations and effects; references alone are # not a successful test if the evaluator accepts arbitrary data. forged = deepcopy(submission) forged['events'][0]['observation'] = {'forged': True} assert not grade_submission(root, number, side, forged)['passed'] forged = deepcopy(submission) forged['final_state']['unexpected_effect'] = True assert not grade_submission(root, number, side, forged)['passed'] row.update(passed=True, domain_calls=len(episode.events), tools=len(tools)) except Exception as exc: row['error'] = type(exc).__name__ + ': ' + str(exc)[:500] outcomes.append(row) if number % 10 == 0: print(json.dumps({'pairs_checked': number, 'passed_sides': sum(r['passed'] for r in outcomes)}), file=sys.stderr, flush=True) return {'passed': all(r['passed'] for r in outcomes), 'pairs': 60, 'sides': 120, 'passed_sides': sum(r['passed'] for r in outcomes), 'domain_calls': sum(r.get('domain_calls', 0) for r in outcomes), 'model_calls': 0, 'network_disabled': True, 'failures': [r for r in outcomes if not r['passed']]}