""" 工具循环检测的阈值、恢复及回执语义回归。 """ import json from app.agent.guardrails.controller import ( LoopCapConfig, ToolCallGuardrailConfig, ToolCallGuardrailController, ToolCallSignature, canonical_tool_args, classify_tool_failure, ) _PYTEST = {'command': 'pytest tests/test_x.py -q'} _RED = '{"output": "1 failed", "exit_code": 1}' def _HARD(): """ 构造无人值守的默认强制停止策略。 """ return ToolCallGuardrailController(ToolCallGuardrailConfig(hard_stop_enabled=True)) def test_tool_call_signature_hashes_canonical_nested_unicode_args_without_exposing_raw_args(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ args_a = { "z": [{"β": "☤", "a": 1}], "a": {"y": 2, "x": "secret-token-value"}, } args_b = { "a": {"x": "secret-token-value", "y": 2}, "z": [{"a": 1, "β": "☤"}], } assert canonical_tool_args(args_a) == canonical_tool_args(args_b) sig_a = ToolCallSignature.from_call("web_search", args_a) sig_b = ToolCallSignature.from_call("web_search", args_b) assert sig_a == sig_b assert len(sig_a.args_hash) == 64 metadata = sig_a.to_metadata() assert metadata == {"tool_name": "web_search", "args_hash": sig_a.args_hash} assert "secret-token-value" not in json.dumps(metadata) assert "☤" not in json.dumps(metadata) def test_config_parses_nested_warn_and_hard_stop_thresholds(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ cfg = ToolCallGuardrailConfig.from_mapping( { "warnings_enabled": False, "hard_stop_enabled": True, "warn_after": { "exact_failure": 3, "same_tool_failure": 4, "idempotent_no_progress": 5, }, "hard_stop_after": { "exact_failure": 6, "same_tool_failure": 7, "idempotent_no_progress": 8, }, } ) assert cfg.warnings_enabled is False assert cfg.hard_stop_enabled is True assert cfg.exact_failure_warn_after == 3 assert cfg.same_tool_failure_warn_after == 4 assert cfg.no_progress_warn_after == 5 assert cfg.exact_failure_block_after == 6 assert cfg.same_tool_failure_halt_after == 7 assert cfg.no_progress_block_after == 8 def test_gateway_platform_defaults_to_hard_stop_without_changing_interactive_defaults(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ interactive_configs = [ ToolCallGuardrailConfig.from_mapping({}, platform=platform) for platform in ("cli", "tui", "desktop", "acp") ] telegram_cfg = ToolCallGuardrailConfig.from_mapping({}, platform="telegram") cron_cfg = ToolCallGuardrailConfig.from_mapping({}, platform="cron") assert all(cfg.hard_stop_enabled is False for cfg in interactive_configs) assert telegram_cfg.hard_stop_enabled is True assert cron_cfg.hard_stop_enabled is True def test_non_interactive_hard_stop_can_be_disabled_explicitly(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ cfg = ToolCallGuardrailConfig.from_mapping( {"non_interactive_hard_stop_enabled": False}, platform="telegram", ) assert cfg.hard_stop_enabled is False assert cfg.non_interactive_hard_stop_enabled is False def test_default_repeated_identical_failed_call_warns_without_blocking(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController() args = {"query": "same"} decisions = [] for _ in range(5): assert controller.before_call("web_search", args).action == "allow" decisions.append( controller.after_call("web_search", args, '{"error":"boom"}', failed=True) ) assert decisions[0].action == "allow" assert [d.action for d in decisions[1:]] == ["warn", "warn", "warn", "warn"] assert {d.code for d in decisions[1:]} == {"repeated_exact_failure_warning"} assert controller.before_call("web_search", args).action == "allow" assert controller.halt_decision is None def test_hard_stop_enabled_blocks_repeated_exact_failure_before_next_execution(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig( hard_stop_enabled=True, exact_failure_warn_after=2, exact_failure_block_after=2, same_tool_failure_halt_after=99, ) ) args = {"query": "same"} assert controller.before_call("web_search", args).action == "allow" first = controller.after_call("web_search", args, '{"error":"boom"}', failed=True) assert first.action == "allow" assert controller.before_call("web_search", args).action == "allow" second = controller.after_call("web_search", args, '{"error":"boom"}', failed=True) assert second.action == "warn" assert second.code == "repeated_exact_failure_warning" blocked = controller.before_call("web_search", args) assert blocked.action == "block" assert blocked.code == "repeated_exact_failure_block" assert blocked.count == 2 def test_skill_read_tools_are_idempotent_and_block_repeated_identical_success_output(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ cases = [ ( "skill_view", {"name": "gui-agent-ml-operations"}, '{"success":true,"name":"gui-agent-ml-operations","content":"same"}', ), ( "skills_list", {"category": "mlops"}, '{"success":true,"skills":[{"name":"gui-agent-ml-operations"}]}', ), ] for tool_name, args, result in cases: controller = ToolCallGuardrailController( ToolCallGuardrailConfig( hard_stop_enabled=True, no_progress_warn_after=2, no_progress_block_after=2, ) ) assert controller.before_call(tool_name, args).action == "allow" assert controller.after_call(tool_name, args, result, failed=False).action == "allow" assert controller.before_call(tool_name, args).action == "allow" warn = controller.after_call(tool_name, args, result, failed=False) assert warn.action == "warn" assert warn.code == "idempotent_no_progress_warning" blocked = controller.before_call(tool_name, args) assert blocked.action == "block" assert blocked.code == "idempotent_no_progress_block" def test_mutating_or_unknown_tools_are_not_blocked_for_repeated_identical_success_output_by_default(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig(no_progress_warn_after=2, no_progress_block_after=2) ) for _ in range(3): assert controller.before_call("write_file", {"path": "/tmp/x", "content": "x"}).action == "allow" assert controller.after_call("write_file", {"path": "/tmp/x", "content": "x"}, "ok", failed=False).action == "allow" assert controller.before_call("custom_tool", {"x": 1}).action == "allow" assert controller.after_call("custom_tool", {"x": 1}, "ok", failed=False).action == "allow" def test_identical_call_streak_halts_any_tool_when_hard_stop_enabled(): # 对应 #89069 / #100849：重复成功的 terminal/skill_view 调用可能绕过幂等工具的无进展判定。 # observe_call 对所有工具统计连续相同的调用与结果，启用硬停止时必须阻断。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig(hard_stop_enabled=True, no_progress_block_after=5) ) args = {"command": "hermes config get memory.provider"} for i in range(1, 5): controller.after_call("terminal", args, "local\n", failed=False) controller.observe_call("terminal", args, "local\n", failed=False) assert controller.halt_decision is None, f"halted early at {i}" controller.after_call("terminal", args, "local\n", failed=False) controller.observe_call("terminal", args, "local\n", failed=False) halt = controller.halt_decision assert halt is not None and halt.should_halt assert halt.code == "identical_call_streak_halt" assert halt.tool_name == "terminal" and halt.count == 5 def test_identical_call_streak_never_halts_when_hard_stop_disabled_or_for_pollers(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ soft = ToolCallGuardrailController( ToolCallGuardrailConfig(hard_stop_enabled=False, no_progress_block_after=2) ) for _ in range(6): soft.observe_call("terminal", {"command": "ls"}, "a\nb\n", failed=False) # 交互会话中只发出提示。 assert soft.halt_decision is None hard = ToolCallGuardrailController( ToolCallGuardrailConfig(hard_stop_enabled=True, no_progress_block_after=2) ) for _ in range(6): hard.observe_call("process_manage", {"action": "poll", "session_id": "p1"}, "running", failed=False) # 状态未变化的轮询仍是合法操作。 assert hard.halt_decision is None # 结果变化后重新计算连续重复次数。 for i in range(6): hard.observe_call("terminal", {"command": "date"}, f"t{i}", failed=False) assert hard.halt_decision is None def test_loop_cap_zero_disables_and_junk_falls_back(): # 0 表示不限制；负数或无效内容回退到默认限制。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ assert LoopCapConfig.from_mapping({"max_web_searches": 0}).max_web_searches == 0 assert LoopCapConfig.from_mapping({"max_web_searches": -5}).max_web_searches == LoopCapConfig().max_web_searches assert LoopCapConfig.from_mapping({"max_subagents": "nope"}).max_subagents == LoopCapConfig().max_subagents def test_web_search_cap_blocks_after_limit_regardless_of_hard_stop(): # 即使关闭单轮循环检测的硬停止开关，循环次数上限仍应生效。 # 每次使用不同查询避开重复调用检测，确保阻断来自总次数限制。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig( hard_stop_enabled=False, loop_caps=LoopCapConfig(max_web_searches=3), ) ) for i in range(3): assert controller.before_call("web_search", {"query": f"q{i}"}).action == "allow" decision = controller.before_call("web_search", {"query": "q4"}) assert decision.action == "block" assert decision.code == "loop_web_search_cap" assert decision.should_halt is True def _run_red(c, args=_PYTEST): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ assert c.before_call("terminal", args).allows_execution return c.after_call("terminal", args, _RED, failed=True) def test_fix_retest_loop_is_never_hard_stopped(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ c = _HARD() for i in range(12): d = _run_red(c) assert not d.should_halt, f"halted on red run {i + 1}" # 两次执行之间发生实际修改，应视为取得进展。 c.after_call("patch", {"path": "x.py", "old_string": "a", "new_string": f"b{i}"}, '{"success": true, "diff": "..."}', failed=False) assert c.halt_decision is None assert c.before_call("terminal", _PYTEST).allows_execution def test_pure_replay_with_no_intervening_change_is_still_blocked(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ c = _HARD() for _ in range(5): _run_red(c) d = c.before_call("terminal", _PYTEST) assert d.action == "block" and d.code == "repeated_exact_failure_block" def test_intervening_mutation_resets_the_replay_streak_only_once(): # 四次失败后修改一次，再连续失败四次；修改会重置计数。 # 后续第五次没有修改的重试才应被阻断。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ c = _HARD() for _ in range(4): _run_red(c) c.after_call("write_file", {"path": "x.py", "content": "y"}, '{"bytes_written": 1}', failed=False) for _ in range(5): assert c.before_call("terminal", _PYTEST).allows_execution c.after_call("terminal", _PYTEST, _RED, failed=True) assert c.before_call("terminal", _PYTEST).action == "block" def test_distinct_failing_terminal_commands_warn_but_never_halt(): # 模拟诊断检查中的无匹配搜索、缺失命令和构建失败。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ c = _HARD() for i in range(12): args = {"command": f"grep -q needle{i} haystack.txt"} d = c.after_call("terminal", args, _RED, failed=True) assert not d.should_halt, f"same_tool halt on distinct command #{i + 1}" assert c.halt_decision is None # 不允许容忍失败的工具，即使八次失败各不相同也会停止。 c2 = _HARD() last = None for i in range(8): last = c2.after_call("send_message", {"to": f"u{i}"}, '{"error": "no route"}', failed=True) assert last.should_halt and last.code == "same_tool_failure_halt" def test_browser_retry_after_action_is_not_a_replay(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ c = _HARD() nav = {"url": "https://example.test/app"} for _ in range(8): assert c.before_call("browser_navigate", nav).allows_execution c.after_call("browser_navigate", nav, '{"error": "timeout"}', failed=True) c.after_call("browser_click", {"selector": "#retry"}, '{"ok": true}', failed=False) assert c.halt_decision is None def test_supervised_task_platforms_keep_warning_only_default(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ for platform in ("subagent", "api_server", "cli"): cfg = ToolCallGuardrailConfig.from_mapping({}, platform=platform) assert cfg.hard_stop_enabled is False, platform for platform in ("telegram", "discord", "cron", "kanban"): cfg = ToolCallGuardrailConfig.from_mapping({}, platform=platform) assert cfg.hard_stop_enabled is True, platform def test_a_real_tool_error_is_still_a_failure(): """ 豁免以专用标记为依据，不凭文本内容判断。 真实失败仍需计入连续次数，避免失去阻止重复失败循环的能力。 """ real = '{"error": "ENOENT: no such file"}' assert classify_tool_failure("read_file", real)[0] is True # 豁免标记仅接受布尔值 True，不能把非空文本视为有效标记。 assert classify_tool_failure("read_file", '{"error": "x", "guardrail_refusal": "yes"}')[0] is True def test_identical_streak_ignores_volatile_execution_metadata(): # execute_code 每次执行都会改变 execution_count、duration_seconds 等元数据。 # 若将这些值纳入哈希，重复空调用会被误判为新结果，曾导致同一探测执行 147 次而未停止。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig(hard_stop_enabled=True, no_progress_block_after=5) ) args = {"code": "import subprocess\nprint(subprocess.run(['true']).returncode) if False else None"} def result(n): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ return json.dumps({ "status": "success", "output": "", "exit_code": 0, "tool_calls_made": 0, "duration_seconds": 1.0 + n / 100, "kernel": {"mode": "session", "reused": True, "execution_count": 100 + n, "state_reset": False}, "stdout_truncated": False, "stdout_bytes_captured": 0, }) for i in range(4): controller.observe_call("execute_code", args, result(i), failed=False) assert controller.halt_decision is None, f"halted early at {i}" controller.observe_call("execute_code", args, result(4), failed=False) halt = controller.halt_decision assert halt is not None, "volatile metadata defeated the identical-call streak" assert halt.code == "identical_call_streak_halt" def test_identical_streak_still_resets_when_real_output_changes(): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig(hard_stop_enabled=True, no_progress_block_after=3) ) args = {"code": "print(1)"} for i in range(6): out = json.dumps({"status": "success", "output": f"line {i}", "duration_seconds": 1.0, "kernel": {"execution_count": i}}) controller.observe_call("execute_code", args, out, failed=False) assert controller.halt_decision is None, "different real output must not count as a replay" def test_other_tools_keep_duration_and_execution_count_as_real_output(): # 仅 execute_code 的已知元数据位置可忽略；其他工具的同名字段可能就是业务结果。 # 例如任务状态中的耗时发生变化，应视为新结果而非连续重复。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController( ToolCallGuardrailConfig(hard_stop_enabled=True, no_progress_block_after=3) ) args = {"job": "build-42"} for i in range(6): out = json.dumps({"status": "done", "duration_seconds": 10 + i, "stats": {"execution_count": 100 + i}}) controller.observe_call("mcp_ci_job_status", args, out, failed=False) assert controller.halt_decision is None, "a real change in duration_seconds/execution_count was treated as a replay" def test_execute_code_replay_streak_notice_fires_on_warn_only_desktop_config(): # 对应 #124072：交互界面关闭硬停止后，只能通过追加提示提醒模型。 # 过去 186 次空操作仅改变执行计数和耗时，却未触发任何重复提示。 """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ controller = ToolCallGuardrailController(ToolCallGuardrailConfig.from_mapping({}, platform="desktop")) args = {"code": 'print("...")'} def result(n): """ 验证循环检测合同，保持阈值、恢复及回执语义。 """ return json.dumps({ "status": "success", "output": "...\n", "exit_code": 0, "tool_calls_made": 0, "duration_seconds": 0.001 * n, "kernel": {"mode": "session", "reused": True, "execution_count": n, "state_reset": False}, "stdout_truncated": False, "stdout_bytes_captured": 4, "stdout_bytes_total": 4, "stdout_bytes_omitted": 0, }) notices = [ controller.observe_call("execute_code", args, result(i), tool_call_id=f"c{i}").notice for i in range(1, 7) ] assert notices[:2] == [None, None] assert all(n is not None and "consecutive identical call to execute_code" in n for n in notices[2:]), notices assert controller.halt_decision is None, "warn-only surfaces must not halt"