test_recursive_validator_lifecycle_complex.py 22 KB

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  1. import asyncio
  2. import json
  3. import tempfile
  4. import unittest
  5. from cyber_agent.core.artifacts import (
  6. ArtifactRef,
  7. ValidationMaterial,
  8. canonical_material_content,
  9. material_content_hash,
  10. )
  11. from cyber_agent.core.context_policy import persist_root_task_anchor
  12. from cyber_agent.core.resource_budget import (
  13. RESOURCE_BUDGET_CONTEXT_KEY,
  14. ResourceBudget,
  15. ResourceBudgetController,
  16. )
  17. from cyber_agent.core.runner import AgentRunner, RunConfig
  18. from cyber_agent.core.task_protocol import (
  19. TaskReport,
  20. ensure_task_protocol,
  21. new_task_protocol,
  22. pending_review_entry,
  23. replace_task_brief,
  24. )
  25. from cyber_agent.core.validation import (
  26. ValidationPolicy,
  27. ValidatorSettings,
  28. persist_validation_policy,
  29. )
  30. from cyber_agent.tools.builtin.knowledge import KnowledgeConfig
  31. from cyber_agent.tools.builtin.task_protocol import review_task_result
  32. from cyber_agent.tools.models import ToolResult
  33. from cyber_agent.tools.registry import ToolRegistry
  34. from cyber_agent.trace.goal_models import Goal, GoalTree
  35. from cyber_agent.trace.models import Message, Trace
  36. from cyber_agent.trace.store import FileSystemTraceStore
  37. ANCHOR = {
  38. "objective": "发布只使用官方数字的完整建议",
  39. "completion_criteria": ["必须使用官方12%", "必须说明30%无官方支持"],
  40. "constraints": ["不得把转载当成官方来源"],
  41. }
  42. def brief(depth, *, evidence=False, version=1):
  43. value = "12%" if version == 2 else "30%"
  44. return {
  45. "objective": f"depth-{depth} 核实局部数字 {value}",
  46. "reason": f"depth-{depth - 1} 需要直属子任务的证据",
  47. "completion_criteria": [f"确认 {value} 是否有官方支持"],
  48. "expected_outputs": ["一条可追溯结论"],
  49. "constraints": ["不得猜测"],
  50. "validation_scopes": ["evidence"] if evidence else [],
  51. }
  52. def report(trace_id, summary):
  53. return TaskReport.model_validate({
  54. "child_trace_id": trace_id,
  55. "summary": summary,
  56. "outcome": "satisfied",
  57. "validation": {"hard_passed": True, "open_issues": []},
  58. "next_step_suggestion": {
  59. "direction": "ASCEND",
  60. "reason": "当前局部任务已完成",
  61. },
  62. "outputs": [{"conclusion": summary}],
  63. "evidence": [{"source": "validator-will-check"}],
  64. "remaining_issues": [],
  65. })
  66. def validation_packet(messages):
  67. return next(
  68. json.loads(message["content"])
  69. for message in messages
  70. if message.get("role") == "user"
  71. and "recursive_validation_protocol" in str(message.get("content", ""))
  72. )
  73. def check_response(packet, outcome="passed", issue=None, evidence_refs=None):
  74. scope = packet["validation_scope"]
  75. return {
  76. "content": json.dumps({
  77. "scope": scope,
  78. "outcome": outcome,
  79. "checks": [
  80. {
  81. "check_id": item["check_id"],
  82. "status": outcome,
  83. "evidence_refs": list(evidence_refs or []),
  84. "issue": None if outcome == "passed" else issue,
  85. }
  86. for item in packet["validation_plan"]["checks"]
  87. if item["scope"] == scope
  88. ],
  89. "reason": "验收通过" if outcome == "passed" else issue,
  90. "retry_from": None if outcome == "passed" else (
  91. "task_definition" if scope in {"task", "root"} else scope
  92. ),
  93. }, ensure_ascii=False),
  94. "tool_calls": [],
  95. "finish_reason": "stop",
  96. "prompt_tokens": 3,
  97. "completion_tokens": 2,
  98. "cost": 0.0001,
  99. }
  100. def tool_call(name, arguments):
  101. return {
  102. "content": "",
  103. "tool_calls": [{
  104. "id": f"{name}-call",
  105. "type": "function",
  106. "function": {
  107. "name": name,
  108. "arguments": json.dumps(arguments, ensure_ascii=False),
  109. },
  110. }],
  111. "finish_reason": "tool_calls",
  112. "prompt_tokens": 3,
  113. "completion_tokens": 2,
  114. "cost": 0.0001,
  115. }
  116. class SearchProvider:
  117. async def search(self, _query, max_results):
  118. return [
  119. {
  120. "title": "官方数字",
  121. "link": "https://official.example/12",
  122. "snippet": "12%",
  123. },
  124. {
  125. "title": "二次转载",
  126. "link": "https://repost.example/30",
  127. "snippet": "30%",
  128. },
  129. ][:max_results]
  130. async def page_fetcher(url, resolver=None):
  131. del resolver
  132. return {
  133. "source_id": "src-official-12",
  134. "url": url,
  135. "final_url": url,
  136. "title": "官方数字",
  137. "content_type": "text/plain",
  138. "retrieved_at": "2026-07-17T00:00:00+00:00",
  139. "content_sha256": "d" * 64,
  140. "text": "官方页面只支持12%,没有30%。",
  141. "truncated": False,
  142. "untrusted_material": True,
  143. }
  144. class FiveLevelValidatorLifecycleTest(unittest.IsolatedAsyncioTestCase):
  145. async def asyncSetUp(self):
  146. self.temp = tempfile.TemporaryDirectory()
  147. self.store = FileSystemTraceStore(self.temp.name)
  148. self.root_id = "complex-root"
  149. self.ids = [self.root_id, *[f"depth-{depth}" for depth in range(1, 6)]]
  150. budget = ResourceBudget()
  151. root_context = {
  152. "agent_mode": "recursive",
  153. "agent_mode_revision": 2,
  154. "agent_depth": 0,
  155. "root_trace_id": self.root_id,
  156. RESOURCE_BUDGET_CONTEXT_KEY: budget.to_dict(),
  157. "task_protocol": new_task_protocol(),
  158. }
  159. persist_root_task_anchor(root_context, ANCHOR)
  160. persist_validation_policy(
  161. root_context,
  162. ValidationPolicy(),
  163. ValidatorSettings(search_provider="serper"),
  164. )
  165. await self.store.create_trace(Trace(
  166. trace_id=self.root_id,
  167. mode="agent",
  168. task="root",
  169. uid="user-1",
  170. model="fake",
  171. context=root_context,
  172. ))
  173. await self.store.add_message(Message.create(
  174. trace_id=self.root_id,
  175. role="user",
  176. sequence=1,
  177. content="生成可发布建议",
  178. ))
  179. await self.store.update_trace(self.root_id, head_sequence=1)
  180. for depth in range(1, 6):
  181. context = {
  182. "agent_mode": "recursive",
  183. "agent_mode_revision": 2,
  184. "agent_depth": depth,
  185. "root_trace_id": self.root_id,
  186. "created_by_tool": "agent",
  187. "task_protocol": new_task_protocol(
  188. brief(depth, evidence=(depth == 5))
  189. ),
  190. }
  191. persist_root_task_anchor(context, ANCHOR)
  192. await self.store.create_trace(Trace(
  193. trace_id=self.ids[depth],
  194. mode="agent",
  195. task=f"depth-{depth}",
  196. parent_trace_id=self.ids[depth - 1],
  197. parent_goal_id="1",
  198. uid="user-1",
  199. model="fake",
  200. context=context,
  201. ))
  202. await self.store.add_message(Message.create(
  203. trace_id=self.ids[depth],
  204. role="user",
  205. sequence=1,
  206. content=f"execute depth-{depth}",
  207. ))
  208. await self.store.update_trace(self.ids[depth], head_sequence=1)
  209. await ResourceBudgetController(self.store).initialize(
  210. self.root_id,
  211. budget,
  212. initial_agents=6,
  213. )
  214. async def asyncTearDown(self):
  215. self.temp.cleanup()
  216. async def test_deepest_evidence_failure_revises_only_direct_child(self):
  217. async def llm_call(**kwargs):
  218. messages = kwargs["messages"]
  219. packet = validation_packet(messages)
  220. scope = packet["validation_scope"]
  221. if scope == "evidence":
  222. tool_names = [
  223. message.get("name")
  224. for message in messages
  225. if message.get("role") == "tool"
  226. ]
  227. if not tool_names:
  228. return tool_call(
  229. "validator_web_search",
  230. {"query": "official 30% 12%", "max_results": 5},
  231. )
  232. if tool_names[-1] == "validator_web_search":
  233. return tool_call(
  234. "validator_open_url",
  235. {"url": "https://official.example/12"},
  236. )
  237. summary = packet["task_report"]["summary"]
  238. if "30%" in summary:
  239. return check_response(
  240. packet,
  241. outcome="failed",
  242. issue="官方来源只支持12%,不支持30%",
  243. evidence_refs=["src-official-12"],
  244. )
  245. return check_response(
  246. packet,
  247. evidence_refs=["src-official-12"],
  248. )
  249. return check_response(packet)
  250. runner = AgentRunner(
  251. trace_store=self.store,
  252. llm_call=llm_call,
  253. validator_search_provider=SearchProvider(),
  254. validator_page_fetcher=page_fetcher,
  255. )
  256. child_id = self.ids[5]
  257. parent_id = self.ids[4]
  258. first_report = report(child_id, "官方支持30%")
  259. child = await self.store.get_trace(child_id)
  260. ensure_task_protocol(child.context)["task_report"] = first_report.model_dump()
  261. await self.store.update_trace(child_id, context=child.context)
  262. first = await runner.validate_recursive_trace(
  263. child_id,
  264. task_report=first_report.model_dump(mode="json"),
  265. )
  266. self.assertEqual("failed", first.result.outcome)
  267. self.assertEqual(
  268. ["failed", "passed"],
  269. [item.outcome for item in first.result.scope_results],
  270. )
  271. parent = await self.store.get_trace(parent_id)
  272. parent_state = ensure_task_protocol(parent.context)
  273. parent_state["pending_reviews"][child_id] = pending_review_entry(
  274. goal_id="1",
  275. report=first_report,
  276. validation_result=first.result.model_dump(mode="json"),
  277. received_at_sequence=10,
  278. )
  279. await self.store.update_trace(parent_id, context=parent.context)
  280. tree = GoalTree(
  281. mission="depth-4",
  282. goals=[Goal(id="1", description="verify depth-5", status="pending_review")],
  283. current_id=None,
  284. )
  285. await self.store.update_goal_tree(parent_id, tree)
  286. reviewed = await review_task_result(
  287. child_trace_id=child_id,
  288. decision="REVISE_CHILD",
  289. reason="改为官方可支持的12%",
  290. approved_next_task=brief(5, evidence=True, version=2),
  291. context={
  292. "store": self.store,
  293. "trace_id": parent_id,
  294. "goal_id": "1",
  295. "goal_tree": tree,
  296. "sequence": 11,
  297. },
  298. )
  299. self.assertEqual("completed", reviewed["status"])
  300. child = await self.store.get_trace(child_id)
  301. child_state = ensure_task_protocol(child.context)
  302. self.assertIsNone(child_state["task_report"])
  303. self.assertIsNone(child_state["task_report_validation"])
  304. self.assertEqual(1, len(child_state["report_history"]))
  305. parent = await self.store.get_trace(parent_id)
  306. parent_state = ensure_task_protocol(parent.context)
  307. self.assertEqual("REVISE_CHILD", parent_state["next_actions"][0]["decision"])
  308. revised_brief = parent_state["next_actions"][0]["task_brief"]
  309. replace_task_brief(child_state, revised_brief, effective_at_sequence=12)
  310. second_report = report(child_id, "官方只支持12%")
  311. child_state["task_report"] = second_report.model_dump()
  312. parent_state["next_actions"].clear()
  313. await self.store.update_trace(child_id, context=child.context)
  314. await self.store.update_trace(parent_id, context=parent.context)
  315. second = await runner.validate_recursive_trace(
  316. child_id,
  317. task_report=second_report.model_dump(mode="json"),
  318. )
  319. self.assertEqual("passed", second.result.outcome)
  320. self.assertNotEqual(first.result.plan_hash, second.result.plan_hash)
  321. self.assertEqual(
  322. 4,
  323. len(await self.store.list_traces(
  324. parent_trace_id=child_id,
  325. created_by_tool="validator",
  326. limit=10,
  327. )),
  328. )
  329. usage = await ResourceBudgetController(self.store).get_usage(self.root_id)
  330. self.assertEqual(6, usage.total_agents)
  331. async def test_parent_stop_during_validator_page_fetch_discards_tool_result(self):
  332. page_started = asyncio.Event()
  333. release_page = asyncio.Event()
  334. page_text = "官方页面只支持12%,没有30%。"
  335. async def blocking_page_fetcher(url, resolver=None):
  336. del resolver
  337. page_started.set()
  338. await release_page.wait()
  339. return {
  340. "source_id": "src-official-12",
  341. "url": url,
  342. "final_url": url,
  343. "title": "官方数字",
  344. "content_type": "text/plain",
  345. "retrieved_at": "2026-07-17T00:00:00+00:00",
  346. "content_sha256": "d" * 64,
  347. "text": page_text,
  348. "truncated": False,
  349. "untrusted_material": True,
  350. }
  351. llm_calls = 0
  352. async def llm_call(**kwargs):
  353. nonlocal llm_calls
  354. llm_calls += 1
  355. packet = validation_packet(kwargs["messages"])
  356. self.assertEqual("evidence", packet["validation_scope"])
  357. return tool_call(
  358. "validator_open_url",
  359. {"url": "https://official.example/12"},
  360. )
  361. runner = AgentRunner(
  362. trace_store=self.store,
  363. llm_call=llm_call,
  364. validator_page_fetcher=blocking_page_fetcher,
  365. )
  366. root_event = asyncio.Event()
  367. runner._cancel_events[self.root_id] = root_event
  368. runner._recursive_active_traces[self.root_id] = root_event
  369. registered = []
  370. for parent_id, child_id in zip(self.ids, self.ids[1:]):
  371. registered.append((
  372. child_id,
  373. runner.register_recursive_child(parent_id, child_id),
  374. ))
  375. child_id = self.ids[5]
  376. payload = report(child_id, "官方只支持12%").model_dump(mode="json")
  377. payload["source_urls"] = ["https://official.example/12"]
  378. task = asyncio.create_task(runner.validate_recursive_trace(
  379. child_id,
  380. task_report=payload,
  381. ))
  382. await asyncio.wait_for(page_started.wait(), timeout=1)
  383. self.assertTrue(await runner.stop(self.root_id))
  384. release_page.set()
  385. run = await asyncio.wait_for(task, timeout=2)
  386. self.assertEqual("error", run.result.outcome)
  387. self.assertEqual(1, llm_calls)
  388. validators = await self.store.list_traces(
  389. parent_trace_id=child_id,
  390. created_by_tool="validator",
  391. limit=10,
  392. )
  393. evidence_trace = next(
  394. trace for trace in validators
  395. if trace.context["validation_scope"] == "evidence"
  396. )
  397. messages = await self.store.get_trace_messages(evidence_trace.trace_id)
  398. self.assertNotIn("tool", [message.role for message in messages])
  399. child = await self.store.get_trace(child_id)
  400. cache = ensure_task_protocol(child.context)["task_report_validation"]
  401. self.assertEqual("error", cache["aggregate_result"]["outcome"])
  402. usage = await ResourceBudgetController(self.store).get_usage(self.root_id)
  403. self.assertEqual(len(page_text), usage.validation_material_chars)
  404. for trace_id, event in reversed(registered):
  405. runner.release_recursive_trace(trace_id, event)
  406. runner.release_recursive_trace(self.root_id, root_event)
  407. async def test_all_children_pass_but_root_must_revise_its_own_output(self):
  408. root_validation_attempt = 0
  409. ordinary_calls = 0
  410. validated_versions = []
  411. scripts = {
  412. "v1": "建议使用官方12%。",
  413. "v2": "建议使用官方12%;30%只见于转载,无官方支持。",
  414. }
  415. refs = {
  416. version: ArtifactRef(
  417. artifact_id="script:final",
  418. version=version,
  419. content_hash=material_content_hash(content),
  420. kind="script",
  421. mime_type="text/plain",
  422. )
  423. for version, content in scripts.items()
  424. }
  425. class ScriptResolver:
  426. async def resolve(self, ref, root_trace_id, uid):
  427. return ValidationMaterial(
  428. **ref.model_dump(mode="json"),
  429. root_trace_id=root_trace_id,
  430. uid=uid,
  431. content=scripts[ref.version],
  432. )
  433. registry = ToolRegistry()
  434. async def publish_script(version: str):
  435. return ToolResult(
  436. title=f"script {version}",
  437. output=scripts[version],
  438. artifact_refs=[refs[version].model_dump(mode="json")],
  439. )
  440. registry.register(publish_script)
  441. async def llm_call(**kwargs):
  442. nonlocal root_validation_attempt, ordinary_calls
  443. messages = kwargs["messages"]
  444. if messages and "recursive_validation_protocol" in messages[0]["content"]:
  445. packet = validation_packet(messages)
  446. if packet["validation_scope"] == "root":
  447. root_validation_attempt += 1
  448. validated_versions.append([
  449. item["version"] for item in packet["materials"]
  450. ])
  451. if root_validation_attempt == 1:
  452. return check_response(
  453. packet,
  454. outcome="failed",
  455. issue="根输出遗漏了30%无官方支持的风险说明",
  456. )
  457. return check_response(packet)
  458. ordinary_calls += 1
  459. if ordinary_calls in {1, 3}:
  460. version = "v1" if ordinary_calls == 1 else "v2"
  461. return tool_call("publish_script", {"version": version})
  462. return {
  463. "content": scripts["v1" if ordinary_calls == 2 else "v2"],
  464. "tool_calls": [],
  465. "finish_reason": "stop",
  466. "prompt_tokens": 3,
  467. "completion_tokens": 2,
  468. "cost": 0.0001,
  469. }
  470. runner = AgentRunner(
  471. trace_store=self.store,
  472. tool_registry=registry,
  473. llm_call=llm_call,
  474. artifact_resolver=ScriptResolver(),
  475. )
  476. for depth in range(1, 6):
  477. trace_id = self.ids[depth]
  478. child = await self.store.get_trace(trace_id)
  479. child_state = ensure_task_protocol(child.context)
  480. if depth == 5:
  481. replace_task_brief(
  482. child_state,
  483. brief(depth, evidence=False),
  484. effective_at_sequence=2,
  485. )
  486. child_report = report(trace_id, f"depth-{depth} 局部交付准确")
  487. child_state["task_report"] = child_report.model_dump()
  488. await self.store.update_trace(trace_id, context=child.context)
  489. run = await runner.validate_recursive_trace(
  490. trace_id,
  491. task_report=child_report.model_dump(mode="json"),
  492. )
  493. self.assertEqual("passed", run.result.outcome)
  494. result = await runner.run_result(
  495. [],
  496. RunConfig(
  497. trace_id=self.root_id,
  498. tools=["publish_script"],
  499. tool_groups=[],
  500. enable_research_flow=False,
  501. knowledge=KnowledgeConfig(
  502. enable_extraction=False,
  503. enable_completion_extraction=False,
  504. enable_injection=False,
  505. ),
  506. ),
  507. )
  508. self.assertEqual("completed", result["status"])
  509. root = await self.store.get_trace(self.root_id)
  510. state = ensure_task_protocol(root.context)
  511. self.assertEqual(2, state["root_validation_attempts"])
  512. self.assertEqual(
  513. ["failed", "passed"],
  514. [item["outcome"] for item in state["root_validation_history"]],
  515. )
  516. self.assertTrue(state["root_validation_passed"])
  517. self.assertEqual(4, ordinary_calls)
  518. self.assertEqual(2, root_validation_attempt)
  519. self.assertEqual([["v1"], ["v1", "v2"]], validated_versions)
  520. usage = await ResourceBudgetController(self.store).get_usage(self.root_id)
  521. self.assertEqual(6, usage.total_agents)
  522. expected_material_chars = (
  523. 2 * len(canonical_material_content(scripts["v1"]))
  524. + len(canonical_material_content(scripts["v2"]))
  525. )
  526. self.assertEqual(expected_material_chars, usage.validation_material_chars)
  527. restarted_runner = AgentRunner(
  528. trace_store=self.store,
  529. tool_registry=registry,
  530. llm_call=llm_call,
  531. artifact_resolver=ScriptResolver(),
  532. )
  533. cached = await restarted_runner.validate_recursive_trace(
  534. self.root_id,
  535. scope="root",
  536. candidate_output=scripts["v2"],
  537. root_validator=True,
  538. )
  539. self.assertTrue(cached.cached)
  540. after_cache = await ResourceBudgetController(self.store).get_usage(self.root_id)
  541. self.assertEqual(
  542. expected_material_chars,
  543. after_cache.validation_material_chars,
  544. )
  545. if __name__ == "__main__":
  546. unittest.main()