5d5371792d
上一轮实跑里确定性自杀一次都没走到——父进程一看见日志尾部形态对上就发信号,而自杀条件 比它严一档(还要求审计账非空),于是外部信号永远抢先,自杀路径成了死代码,崩溃点又变回 碰运气。表现是崩得太早:动作还没执行过,最硬的那条判据没有实料可判。 两处对齐:父进程的命中条件也要求审计账非空(做成必传参数,给默认值等于让某个调用点静默 跳过这一条,而这正是这次出问题的方式);兜底 SIGKILL 之前先等两秒看子进程是不是自己以 137 退出。 实跑结果:两档都走确定性自杀路径,都崩在「写入执行过之后」,绝不重放那条判据在两档都有 实料——审计账 1 条、去重后仍 1 条,续跑前后也都是 1 条。整套七类击穿 0 条、无法判定 0 条。 Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
1184 lines
43 KiB
Python
1184 lines
43 KiB
Python
"""故障注入判据的测试。不打真实模型、不起容器,全部用构造出来的输入。
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**每一条判据都要有一个「构造出违反它的输入 → 判据确实报击穿」的用例。** 一个永远返回通过的
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判据比没有判据更糟:它会让所有人以为这些不变量被守着,而它什么都没守,而且这件事在压测报告
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上看起来是一整片绿。所以下面每条判据都成对出现——一条喂它合规的输入验它说通过,一条喂它明确
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违反的输入验它说击穿。
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子进程编排那部分拆出了两个纯函数(`should_kill` 判时机到没到、`terminated_prefix` 截已终结
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前缀),它们不碰进程也不碰模型,直接单独测。真起子进程那几条用的是一个只会往文件里写几行
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JSON 的假子进程,跑完不到两秒。
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确定性自杀那条路(`SelfKillingStore`)的测试**把 `os._exit` 换成一个抛哨兵异常的替身**:真调
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`os._exit` 会把跑测试的 pytest 进程一起带走,整次收集连一行结果都留不下。替身同时让「死之前
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那条记录有没有先写进内层存储」变得可断言——顺序反了的话,崩溃现场就少一条本该已经落地的记录。
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"""
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from __future__ import annotations
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import asyncio
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import json
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import sys
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from pathlib import Path
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import pytest
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from polyloop.ports import EventKind, InvalidDecision, RunLog
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from polyloop.types import (
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ActionOutcome,
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ActionStatus,
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Intent,
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IntentKind,
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ModelCallResult,
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ModelReply,
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ReplayPolicy,
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RunFinished,
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RunResult,
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RunStarted,
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StepCompleted,
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StepRecord,
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StopReason,
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)
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from tools.soak.faults import (
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CRASH_EXIT_CODE,
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AlwaysInvalidParser,
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CallGuard,
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Criterion,
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CriterionStatus,
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FaultReport,
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JsonlEventSink,
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KillTiming,
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LogRead,
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SelfKillingStore,
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build_parser,
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check_all_steps_parse_failed,
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check_audit_unchanged,
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check_cancelled_raised,
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check_crash_prefix_preserved,
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check_env_untouched,
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check_executed_action_count,
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check_intents_settled,
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check_lease_returned,
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check_log_readable,
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check_never_action_not_replayed,
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check_no_env_error_step,
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check_resume_made_progress,
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check_step_count,
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check_step_indices_dense,
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check_stop_reason,
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count_model_calls,
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guarded,
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main,
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parse_audit_line,
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parse_terminated,
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read_log,
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should_kill,
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spawn_and_kill,
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stop_reason_of,
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tagged,
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terminated_prefix,
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write_sidecars,
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)
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from tools.soak.scenarios.govdoc import AUDIT_LOG_NAME
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RUN_ID = "fault-test-0"
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# ---------------------------------------------------------------------------
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# 造记录:日志行的形状照 `polyloop.serialization.encode` 加 `polyloop.stores` 的类型标签
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# ---------------------------------------------------------------------------
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def intent(
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*,
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kind: str = "model_call",
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call_index: int = 0,
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result_id: str = "r0",
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replay_policy: str = "never",
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) -> dict[str, object]:
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return {
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"record": "intent",
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"run_id": RUN_ID,
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"kind": kind,
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"call_index": call_index,
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"result_id": result_id,
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"replay_policy": replay_policy,
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}
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def model_result(*, result_id: str = "r0") -> dict[str, object]:
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return {
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"record": "model_call_result",
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"run_id": RUN_ID,
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"result_id": result_id,
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"reply": {"call_id": "c0", "content": "x", "thinking": ""},
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"failure": None,
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}
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def step_completed(
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*,
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step_idx: int = 0,
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result_id: str | None = "a0",
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status: str | None = "executed",
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parse_ok: bool = True,
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action_status: str | None = "executed",
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) -> dict[str, object]:
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outcome = (
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None
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if status is None
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else {
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"status": status,
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"observation": "o",
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"observation_is_synthetic": False,
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"env_reported_completion": False,
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"observation_truncated_chars": 0,
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}
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)
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return {
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"record": "step_completed",
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"run_id": RUN_ID,
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"result_id": result_id,
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"action_outcome": outcome,
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"step": {
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"step_idx": step_idx,
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"raw_output": "x",
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"content_chars": 1,
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"thinking_chars": 0,
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"action": None,
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"parse_ok": parse_ok,
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"parse_error": None if parse_ok else "解释不了",
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"observation": "o",
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"observation_is_synthetic": False,
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"observation_truncated_chars": 0,
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"prompt_chars": 10,
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"call_id": "c0",
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"step_wall_ms": 1,
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"tool_name": None,
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"tool_arguments": None,
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"action_status": action_status,
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"env_reported_completion": False,
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"schema_version": 1,
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},
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}
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def run_finished(*, stop_reason: str = "task_completed") -> dict[str, object]:
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return {
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"record": "run_finished",
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"run_id": RUN_ID,
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"result": {
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"run_id": RUN_ID,
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"stop_reason": stop_reason,
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"final_answer": None,
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"steps": [],
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"schema_version": 1,
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"event_delivery_failures": 0,
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},
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}
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def as_bytes(*payloads: dict[str, object]) -> bytes:
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return "".join(json.dumps(item, ensure_ascii=False) + "\n" for item in payloads).encode("utf-8")
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def as_read(*payloads: dict[str, object]) -> LogRead:
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return parse_terminated(as_bytes(*payloads))
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# ---------------------------------------------------------------------------
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# 一、判据本身的形状
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# ---------------------------------------------------------------------------
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def test_criterion_requires_evidence() -> None:
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"""没有证据的判据构造不出来。一条只会说「有问题」的判据等于没有判据。"""
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with pytest.raises(ValueError, match="没有给证据"):
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Criterion(name="x", status=CriterionStatus.PASSED, evidence=" ")
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def test_criterion_requires_name() -> None:
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with pytest.raises(ValueError, match="必须有名字"):
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Criterion(name=" ", status=CriterionStatus.PASSED, evidence="有证据")
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# ---------------------------------------------------------------------------
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# 二、日志读取
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# ---------------------------------------------------------------------------
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def test_terminated_prefix_cuts_at_last_newline() -> None:
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assert terminated_prefix(b'{"a":1}\n{"b":2}\n') == b'{"a":1}\n{"b":2}\n'
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assert terminated_prefix(b'{"a":1}\n{"b":') == b'{"a":1}\n'
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assert terminated_prefix(b'{"a":') == b""
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def test_parse_terminated_drops_torn_tail() -> None:
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raw = as_bytes(intent()) + b'{"record":"inte'
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read = parse_terminated(raw)
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assert read.torn is True
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assert len(read.payloads) == 1
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assert read.bad_lines == ()
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def test_parse_terminated_flags_bad_terminated_line() -> None:
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raw = as_bytes(intent()) + b"not json at all\n"
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read = parse_terminated(raw)
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assert read.torn is False
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assert read.bad_lines == (2,)
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def test_check_log_readable_breaches_on_bad_line() -> None:
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read = parse_terminated(as_bytes(intent()) + b"{}\n")
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outcome = check_log_readable(read)
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assert outcome.status is CriterionStatus.BREACHED
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def test_check_log_readable_passes_on_clean_log() -> None:
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assert check_log_readable(as_read(intent())).status is CriterionStatus.PASSED
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def test_read_log_of_missing_file_is_empty() -> None:
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assert read_log(Path("/nonexistent/nope.jsonl")).payloads == ()
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def test_tagged_and_counters() -> None:
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read = as_read(
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intent(kind="model_call", result_id="r0"),
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intent(kind="action", result_id="a0"),
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run_finished(stop_reason="step_budget"),
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)
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assert len(tagged(read, "intent")) == 2
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assert count_model_calls(read) == 1
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assert stop_reason_of(read) == "step_budget"
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def test_stop_reason_of_without_finished_record() -> None:
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assert stop_reason_of(as_read(intent())) is None
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# ---------------------------------------------------------------------------
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# 三、崩溃续跑:字节前缀
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# ---------------------------------------------------------------------------
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def test_prefix_preserved_passes_when_resume_only_appends() -> None:
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crashed = as_bytes(intent(), model_result())
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final = crashed + as_bytes(step_completed())
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outcome = check_crash_prefix_preserved(crashed=crashed, final=final)
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assert outcome.status is CriterionStatus.PASSED
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def test_prefix_preserved_breaches_when_one_byte_changed() -> None:
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"""前缀里改一个字节就必须报击穿。
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这是这条判据存在的全部理由:解析出来的对象可能仍然等价(改的是空格、字段顺序、数字的
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表示法),而承诺是更硬的那一条——已经写下去的字节不许再动。
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"""
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crashed = as_bytes(intent(), model_result())
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mutated = bytearray(crashed)
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mutated[5] = mutated[5] ^ 0x01
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final = bytes(mutated) + as_bytes(step_completed())
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outcome = check_crash_prefix_preserved(crashed=crashed, final=final)
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assert outcome.status is CriterionStatus.BREACHED
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assert "第 5 字节" in outcome.evidence
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def test_prefix_preserved_breaches_when_final_is_shorter() -> None:
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crashed = as_bytes(intent(), model_result())
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outcome = check_crash_prefix_preserved(crashed=crashed, final=crashed[:10])
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assert outcome.status is CriterionStatus.BREACHED
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def test_prefix_preserved_ignores_torn_tail() -> None:
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"""崩溃快照末尾那段没被换行终结的字节不参与比对:那次写从来没算数。"""
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crashed = as_bytes(intent()) + b'{"record":"model_ca'
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final = as_bytes(intent()) + b'{"record":"model_ca' + as_bytes(model_result())
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assert check_crash_prefix_preserved(crashed=crashed, final=final).status is (
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CriterionStatus.PASSED
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)
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def test_prefix_preserved_undetermined_without_any_terminated_record() -> None:
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outcome = check_crash_prefix_preserved(crashed=b'{"half', final=b'{"half"}\n')
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assert outcome.status is CriterionStatus.UNDETERMINED
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# ---------------------------------------------------------------------------
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# 四、崩溃续跑:步号
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# ---------------------------------------------------------------------------
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def test_step_indices_dense_passes() -> None:
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read = as_read(*(step_completed(step_idx=index) for index in range(4)))
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assert check_step_indices_dense(read).status is CriterionStatus.PASSED
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def test_step_indices_dense_breaches_on_gap() -> None:
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read = as_read(step_completed(step_idx=0), step_completed(step_idx=2))
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assert check_step_indices_dense(read).status is CriterionStatus.BREACHED
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def test_step_indices_dense_breaches_on_repeat() -> None:
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"""同一个步号出现两次:续跑把已经落地的那一步又跑了一遍。"""
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read = as_read(step_completed(step_idx=0), step_completed(step_idx=0))
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assert check_step_indices_dense(read).status is CriterionStatus.BREACHED
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def test_step_indices_dense_undetermined_without_steps() -> None:
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assert check_step_indices_dense(as_read(intent())).status is CriterionStatus.UNDETERMINED
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# ---------------------------------------------------------------------------
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# 五、崩溃续跑:意图有没有归宿
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# ---------------------------------------------------------------------------
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def test_intents_settled_passes_when_all_have_results() -> None:
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read = as_read(
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intent(kind="model_call", result_id="r0"),
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model_result(result_id="r0"),
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intent(kind="action", result_id="a0"),
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step_completed(result_id="a0"),
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)
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assert check_intents_settled(read).status is CriterionStatus.PASSED
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def test_intents_settled_allows_one_dangling_at_the_end() -> None:
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"""崩溃点上那条悬空的意图是合法的:时机 B 下它就是崩溃点本身。"""
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read = as_read(
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intent(kind="model_call", result_id="r0"),
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model_result(result_id="r0"),
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intent(kind="action", result_id="a0"),
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step_completed(result_id="a0"),
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intent(kind="model_call", call_index=1, result_id="r1"),
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run_finished(stop_reason="resume_state_unknown"),
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)
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assert check_intents_settled(read).status is CriterionStatus.PASSED
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def test_intents_settled_breaches_on_dangling_in_the_middle() -> None:
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"""中间悬空说明有一步的执行状态被跳过去了,后面的步建立在一个没有答案的问题上。"""
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read = as_read(
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intent(kind="model_call", result_id="r0"),
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intent(kind="model_call", call_index=1, result_id="r1"),
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model_result(result_id="r1"),
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)
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outcome = check_intents_settled(read)
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assert outcome.status is CriterionStatus.BREACHED
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assert "[0]" in outcome.evidence
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def test_intents_settled_undetermined_without_intents() -> None:
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assert check_intents_settled(as_read(run_finished())).status is CriterionStatus.UNDETERMINED
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# ---------------------------------------------------------------------------
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# 六、崩溃续跑:审计账
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# ---------------------------------------------------------------------------
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def test_parse_audit_line() -> None:
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assert parse_audit_line("write_note\tplan.md\tabc123") == ("write_note", "plan.md", "abc123")
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assert parse_audit_line("write_note\tplan.md") is None
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assert parse_audit_line("write_note\t\tabc123") is None
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def test_never_action_not_replayed_passes_on_distinct_writes() -> None:
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audit = ["write_note\tplan.md\taaa", "write_note\tevidence.md\tbbb"]
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assert check_never_action_not_replayed(audit).status is CriterionStatus.PASSED
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def test_never_action_not_replayed_breaches_on_duplicate() -> None:
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"""同一个 (文件名, 内容摘要) 出现两次就是重放。"""
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audit = [
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"write_note\tevidence.md\tbbb",
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"write_note\tplan.md\taaa",
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"write_note\tevidence.md\tbbb",
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]
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outcome = check_never_action_not_replayed(audit)
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assert outcome.status is CriterionStatus.BREACHED
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assert "bbb" in outcome.evidence
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|
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def test_never_action_not_replayed_undetermined_on_empty_audit() -> None:
|
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"""一条副作用都没执行过时不许报「通过」——那次跑根本没验到这条不变量。"""
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assert check_never_action_not_replayed([]).status is CriterionStatus.UNDETERMINED
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|
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def test_never_action_not_replayed_undetermined_on_malformed_audit() -> None:
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assert check_never_action_not_replayed(["坏行"]).status is CriterionStatus.UNDETERMINED
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|
|
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def test_audit_unchanged_passes() -> None:
|
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audit = ["write_note\tplan.md\taaa"]
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assert check_audit_unchanged(before=audit, after=list(audit)).status is CriterionStatus.PASSED
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|
|
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def test_audit_unchanged_breaches_when_resume_adds_a_line() -> None:
|
|
before = ["write_note\tplan.md\taaa"]
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after = [*before, "write_note\tplan.md\taaa"]
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outcome = check_audit_unchanged(before=before, after=after)
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assert outcome.status is CriterionStatus.BREACHED
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assert "多出 1 条" in outcome.evidence
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|
|
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def test_audit_unchanged_breaches_when_prefix_rewritten() -> None:
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|
outcome = check_audit_unchanged(
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before=["write_note\tplan.md\taaa"], after=["write_note\tplan.md\tzzz"]
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)
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assert outcome.status is CriterionStatus.BREACHED
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|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 七、崩溃续跑:续跑有没有往下走
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_resume_made_progress_passes() -> None:
|
|
assert check_resume_made_progress(crashed_steps=2, final_steps=5).status is (
|
|
CriterionStatus.PASSED
|
|
)
|
|
|
|
|
|
def test_resume_made_progress_breaches_when_stalled() -> None:
|
|
assert check_resume_made_progress(crashed_steps=2, final_steps=2).status is (
|
|
CriterionStatus.BREACHED
|
|
)
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 八、停止原因与步数
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_stop_reason_passes() -> None:
|
|
read = as_read(run_finished(stop_reason="step_budget"))
|
|
assert check_stop_reason(read, "step_budget").status is CriterionStatus.PASSED
|
|
|
|
|
|
def test_stop_reason_breaches_on_wrong_value() -> None:
|
|
read = as_read(run_finished(stop_reason="env_error"))
|
|
outcome = check_stop_reason(read, "step_budget")
|
|
assert outcome.status is CriterionStatus.BREACHED
|
|
assert "env_error" in outcome.evidence
|
|
|
|
|
|
def test_stop_reason_breaches_without_finished_record() -> None:
|
|
"""取消也要留结束记录,不然恢复会把它当成可以续跑。缺记录是击穿,不是判不了。"""
|
|
outcome = check_stop_reason(as_read(step_completed()), "cancelled")
|
|
assert outcome.status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_step_count_passes_and_breaches() -> None:
|
|
read = as_read(*(step_completed(step_idx=index) for index in range(3)))
|
|
assert check_step_count(read, expected=3, name="n").status is CriterionStatus.PASSED
|
|
assert check_step_count(read, expected=2, name="n").status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_executed_action_count_passes_and_breaches() -> None:
|
|
read = as_read(
|
|
step_completed(step_idx=0, status="executed"),
|
|
step_completed(step_idx=1, status="executed"),
|
|
step_completed(step_idx=2, status="not_executed"),
|
|
)
|
|
assert check_executed_action_count(read, expected=2).status is CriterionStatus.PASSED
|
|
assert check_executed_action_count(read, expected=3).status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_no_env_error_step_passes_and_breaches() -> None:
|
|
clean = as_read(step_completed(step_idx=0, status="executed"))
|
|
assert check_no_env_error_step(clean).status is CriterionStatus.PASSED
|
|
dirty = as_read(
|
|
step_completed(step_idx=0, status="executed"),
|
|
step_completed(step_idx=1, status="env_error"),
|
|
)
|
|
outcome = check_no_env_error_step(dirty)
|
|
assert outcome.status is CriterionStatus.BREACHED
|
|
assert "[1]" in outcome.evidence
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 九、解析失败连击
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_all_steps_parse_failed_passes() -> None:
|
|
read = as_read(
|
|
*(
|
|
step_completed(
|
|
step_idx=index, result_id=None, status=None, parse_ok=False, action_status=None
|
|
)
|
|
for index in range(3)
|
|
)
|
|
)
|
|
assert check_all_steps_parse_failed(read).status is CriterionStatus.PASSED
|
|
|
|
|
|
def test_all_steps_parse_failed_breaches_when_a_step_parsed() -> None:
|
|
read = as_read(
|
|
step_completed(step_idx=0, result_id=None, status=None, parse_ok=False, action_status=None),
|
|
step_completed(step_idx=1, parse_ok=True),
|
|
)
|
|
assert check_all_steps_parse_failed(read).status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_all_steps_parse_failed_breaches_when_an_action_was_dispatched() -> None:
|
|
"""解析失败那一步不许带动作状态——带了就说明有动作被分发过。"""
|
|
read = as_read(
|
|
step_completed(step_idx=0, parse_ok=False, action_status="executed"),
|
|
)
|
|
assert check_all_steps_parse_failed(read).status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_all_steps_parse_failed_undetermined_without_steps() -> None:
|
|
assert check_all_steps_parse_failed(as_read(intent())).status is CriterionStatus.UNDETERMINED
|
|
|
|
|
|
def test_env_untouched_passes_and_breaches() -> None:
|
|
assert check_env_untouched(executions=0, source="假环境").status is CriterionStatus.PASSED
|
|
outcome = check_env_untouched(executions=1, source="假环境")
|
|
assert outcome.status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_always_invalid_parser_is_sync_and_never_raises() -> None:
|
|
parser = AlwaysInvalidParser()
|
|
parsed = parser.parse(ModelReply(call_id=None, content="```python\nprint(1)\n```", thinking=""))
|
|
assert isinstance(parsed.decision, InvalidDecision)
|
|
assert parsed.decision.explanation.strip()
|
|
# 契约:回填历史的那段不许比模型原文长。
|
|
assert len(parsed.history_text) <= len("```python\nprint(1)\n```")
|
|
assert parser.parameters()["kind"] == "always_invalid"
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 十、取消
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_cancelled_raised_passes() -> None:
|
|
outcome = check_cancelled_raised(raised=asyncio.CancelledError())
|
|
assert outcome.status is CriterionStatus.PASSED
|
|
|
|
|
|
def test_cancelled_raised_breaches_when_swallowed() -> None:
|
|
"""取消被吞掉之后返回一个结果,调用方的结构化并发就断了。"""
|
|
assert check_cancelled_raised(raised=None).status is CriterionStatus.BREACHED
|
|
|
|
|
|
def test_cancelled_raised_breaches_on_other_exception() -> None:
|
|
outcome = check_cancelled_raised(raised=RuntimeError("别的错"))
|
|
assert outcome.status is CriterionStatus.BREACHED
|
|
assert "RuntimeError" in outcome.evidence
|
|
|
|
|
|
def test_lease_returned_passes_and_breaches() -> None:
|
|
assert check_lease_returned(borrowed=True, timeout_s=1.0, pool_size=1).status is (
|
|
CriterionStatus.PASSED
|
|
)
|
|
assert check_lease_returned(borrowed=False, timeout_s=1.0, pool_size=1).status is (
|
|
CriterionStatus.BREACHED
|
|
)
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 十一、子进程编排:时机判定这个纯函数
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_should_kill_after_step_waits_for_enough_steps() -> None:
|
|
read = as_read(intent(), model_result(), step_completed())
|
|
assert (
|
|
should_kill(read, timing=KillTiming.AFTER_STEP, after_steps=2, audit_is_not_empty=True)
|
|
is False
|
|
)
|
|
assert (
|
|
should_kill(read, timing=KillTiming.AFTER_STEP, after_steps=1, audit_is_not_empty=True)
|
|
is True
|
|
)
|
|
|
|
|
|
def test_should_kill_after_step_rejects_trailing_intent() -> None:
|
|
read = as_read(step_completed(), intent(call_index=1, result_id="r1"))
|
|
assert (
|
|
should_kill(read, timing=KillTiming.AFTER_STEP, after_steps=1, audit_is_not_empty=True)
|
|
is False
|
|
)
|
|
|
|
|
|
def test_should_kill_at_intent_requires_never_policy() -> None:
|
|
"""`safe` 那条意图不算命中:悬在它上面续跑会重放动作接着跑,停止原因不是状态未知。"""
|
|
never = as_read(step_completed(), intent(call_index=1, result_id="r1", replay_policy="never"))
|
|
safe = as_read(step_completed(), intent(call_index=1, result_id="r1", replay_policy="safe"))
|
|
assert (
|
|
should_kill(never, timing=KillTiming.AT_INTENT, after_steps=1, audit_is_not_empty=True)
|
|
is True
|
|
)
|
|
assert (
|
|
should_kill(safe, timing=KillTiming.AT_INTENT, after_steps=1, audit_is_not_empty=True)
|
|
is False
|
|
)
|
|
|
|
|
|
def test_should_kill_at_intent_rejects_trailing_step() -> None:
|
|
read = as_read(step_completed())
|
|
assert (
|
|
should_kill(read, timing=KillTiming.AT_INTENT, after_steps=0, audit_is_not_empty=True)
|
|
is False
|
|
)
|
|
|
|
|
|
def test_should_kill_on_empty_log() -> None:
|
|
empty = LogRead(payloads=(), torn=False, bad_lines=())
|
|
assert (
|
|
should_kill(empty, timing=KillTiming.AFTER_STEP, after_steps=0, audit_is_not_empty=True)
|
|
is False
|
|
)
|
|
assert (
|
|
should_kill(empty, timing=KillTiming.AT_INTENT, after_steps=0, audit_is_not_empty=True)
|
|
is False
|
|
)
|
|
|
|
|
|
def test_should_kill_requires_a_non_empty_audit() -> None:
|
|
"""父进程的条件必须与子进程的自杀条件逐字对齐,包括审计账那一项。
|
|
|
|
松一档的后果实测过:父进程每次都在子进程走到自杀那一行之前抢先发信号,自杀路径成了死代码,
|
|
而崩溃点落在哪儿又变回碰运气——其中一次就崩在审计账还是空的时候,最硬那条判据只能真空成立。
|
|
"""
|
|
after_step = as_read(intent(), model_result(), step_completed())
|
|
at_intent = as_read(step_completed(), intent(call_index=1, result_id="r1"))
|
|
for read, timing in ((after_step, KillTiming.AFTER_STEP), (at_intent, KillTiming.AT_INTENT)):
|
|
assert should_kill(read, timing=timing, after_steps=1, audit_is_not_empty=True) is True
|
|
assert should_kill(read, timing=timing, after_steps=1, audit_is_not_empty=False) is False
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 十二、确定性自杀:写入落盘之后按时机把自己打死
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
class _ExitCalledError(Exception):
|
|
"""`os._exit` 的替身抛的哨兵。真调 `os._exit` 会把 pytest 一起带走。"""
|
|
|
|
def __init__(self, code: int) -> None:
|
|
super().__init__(code)
|
|
self.code = code
|
|
|
|
|
|
def _exit_sentinel(code: int) -> None:
|
|
raise _ExitCalledError(code)
|
|
|
|
|
|
class _RecordingStore:
|
|
"""记下每一次写入的假存储。`parameters()` 报的键与 `JsonlRunStore` 一致。"""
|
|
|
|
def __init__(self) -> None:
|
|
self.calls: list[str] = []
|
|
|
|
def parameters(self) -> dict[str, str]:
|
|
return {"kind": "jsonl"}
|
|
|
|
async def read_log(self, run_id: str) -> RunLog:
|
|
self.calls.append("read_log")
|
|
return RunLog()
|
|
|
|
async def write_run_started(self, record: RunStarted) -> None:
|
|
self.calls.append("run_started")
|
|
|
|
async def write_intent(self, record: Intent) -> None:
|
|
self.calls.append("intent")
|
|
|
|
async def write_model_call_result(self, record: ModelCallResult) -> None:
|
|
self.calls.append("model_call_result")
|
|
|
|
async def write_step_completed(self, record: StepCompleted) -> None:
|
|
self.calls.append("step_completed")
|
|
|
|
async def write_run_finished(self, record: RunFinished) -> None:
|
|
self.calls.append("run_finished")
|
|
|
|
|
|
def an_intent(policy: ReplayPolicy = ReplayPolicy.NEVER) -> Intent:
|
|
return Intent(
|
|
run_id=RUN_ID,
|
|
kind=IntentKind.MODEL_CALL,
|
|
call_index=0,
|
|
result_id="r0",
|
|
replay_policy=policy,
|
|
)
|
|
|
|
|
|
def a_step_completed() -> StepCompleted:
|
|
return StepCompleted(
|
|
run_id=RUN_ID,
|
|
result_id="a0",
|
|
action_outcome=ActionOutcome(
|
|
status=ActionStatus.EXECUTED,
|
|
observation="o",
|
|
observation_is_synthetic=False,
|
|
env_reported_completion=False,
|
|
observation_truncated_chars=0,
|
|
),
|
|
step=StepRecord(
|
|
step_idx=0,
|
|
raw_output="x",
|
|
content_chars=1,
|
|
thinking_chars=0,
|
|
action="a",
|
|
parse_ok=True,
|
|
parse_error=None,
|
|
observation="o",
|
|
observation_is_synthetic=False,
|
|
observation_truncated_chars=0,
|
|
prompt_chars=10,
|
|
call_id="c0",
|
|
step_wall_ms=1,
|
|
),
|
|
)
|
|
|
|
|
|
def wrapped(
|
|
inner: _RecordingStore, *, timing: KillTiming, workspace: Path, audited: bool
|
|
) -> SelfKillingStore:
|
|
"""包一层,并按需要让工作区的审计账非空。"""
|
|
workspace.mkdir(parents=True, exist_ok=True)
|
|
if audited:
|
|
seed_audit(workspace)
|
|
return SelfKillingStore(
|
|
inner=inner, timing=timing, workspace=workspace, exit_now=_exit_sentinel
|
|
)
|
|
|
|
|
|
async def test_self_kill_after_step_when_the_audit_is_not_empty(tmp_path: Path) -> None:
|
|
"""时机 A:步记录落盘之后当场死。**死之前那条记录必须已经写进内层存储**。"""
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AFTER_STEP, workspace=tmp_path, audited=True)
|
|
with pytest.raises(_ExitCalledError) as caught:
|
|
await store.write_step_completed(a_step_completed())
|
|
assert caught.value.code == CRASH_EXIT_CODE
|
|
assert inner.calls == ["step_completed"]
|
|
|
|
|
|
async def test_self_kill_after_step_waits_for_a_real_write_note(tmp_path: Path) -> None:
|
|
"""审计账还是空的就不死:那时崩掉,最硬那条判据只能真空成立。"""
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AFTER_STEP, workspace=tmp_path, audited=False)
|
|
await store.write_step_completed(a_step_completed())
|
|
assert inner.calls == ["step_completed"]
|
|
|
|
|
|
async def test_self_kill_after_step_ignores_intents(tmp_path: Path) -> None:
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AFTER_STEP, workspace=tmp_path, audited=True)
|
|
await store.write_intent(an_intent())
|
|
assert inner.calls == ["intent"]
|
|
|
|
|
|
async def test_self_kill_at_intent_on_a_never_intent(tmp_path: Path) -> None:
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AT_INTENT, workspace=tmp_path, audited=True)
|
|
with pytest.raises(_ExitCalledError) as caught:
|
|
await store.write_intent(an_intent(ReplayPolicy.NEVER))
|
|
assert caught.value.code == CRASH_EXIT_CODE
|
|
assert inner.calls == ["intent"]
|
|
|
|
|
|
async def test_self_kill_at_intent_skips_a_safe_intent(tmp_path: Path) -> None:
|
|
"""`safe` 那条意图崩了也没用:续跑会重放动作接着跑,停止原因不是状态未知。"""
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AT_INTENT, workspace=tmp_path, audited=True)
|
|
await store.write_intent(an_intent(ReplayPolicy.SAFE))
|
|
assert inner.calls == ["intent"]
|
|
|
|
|
|
async def test_self_kill_at_intent_waits_for_a_real_write_note(tmp_path: Path) -> None:
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AT_INTENT, workspace=tmp_path, audited=False)
|
|
await store.write_intent(an_intent(ReplayPolicy.NEVER))
|
|
assert inner.calls == ["intent"]
|
|
|
|
|
|
async def test_self_kill_at_intent_ignores_step_records(tmp_path: Path) -> None:
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AT_INTENT, workspace=tmp_path, audited=True)
|
|
await store.write_step_completed(a_step_completed())
|
|
assert inner.calls == ["step_completed"]
|
|
|
|
|
|
async def test_self_kill_never_fires_on_the_other_three_writes(tmp_path: Path) -> None:
|
|
"""开始、模型调用结果、结束这三处一律不死:它们不是任何一个时机的定义点。"""
|
|
for timing in KillTiming:
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=timing, workspace=tmp_path, audited=True)
|
|
await store.write_run_started(RunStarted(run_id=RUN_ID, parameter_snapshot={}))
|
|
await store.write_model_call_result(
|
|
ModelCallResult(run_id=RUN_ID, result_id="r0", reply=None, failure="炸了")
|
|
)
|
|
await store.write_run_finished(
|
|
RunFinished(
|
|
run_id=RUN_ID,
|
|
result=RunResult(
|
|
run_id=RUN_ID,
|
|
stop_reason=StopReason.STEP_BUDGET,
|
|
final_answer=None,
|
|
steps=(),
|
|
),
|
|
)
|
|
)
|
|
assert await store.read_log(RUN_ID) == RunLog()
|
|
assert inner.calls == ["run_started", "model_call_result", "run_finished", "read_log"]
|
|
|
|
|
|
def test_self_kill_forwards_parameters_verbatim(tmp_path: Path) -> None:
|
|
"""包装层不许往参数快照里加自己的键:父进程续跑用的是没包过的存储,加了就报假漂移。"""
|
|
inner = _RecordingStore()
|
|
store = wrapped(inner, timing=KillTiming.AFTER_STEP, workspace=tmp_path, audited=True)
|
|
assert store.parameters() == inner.parameters()
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 十三、子进程编排:真起一个假子进程
|
|
# ---------------------------------------------------------------------------
|
|
|
|
#: 假子进程:往指定文件里逐条追加记录,中间留出足够父进程轮询到的间隔,然后一直睡着不退出。
|
|
#: 它不打模型、不起容器,只是一个会按顺序写文件的东西。走的是外部 SIGKILL 那条兜底路径。
|
|
_FAKE_CHILD = """
|
|
import json, sys, time
|
|
path = sys.argv[1]
|
|
records = json.loads(sys.argv[2])
|
|
with open(path, "a", encoding="utf-8") as handle:
|
|
for record in records:
|
|
handle.write(json.dumps(record) + "\\n")
|
|
handle.flush()
|
|
time.sleep(0.05)
|
|
time.sleep(30)
|
|
"""
|
|
|
|
#: 写完就正常退出,一次都不自杀。
|
|
_FAKE_CHILD_EXITS = """
|
|
import json, sys
|
|
path = sys.argv[1]
|
|
records = json.loads(sys.argv[2])
|
|
with open(path, "a", encoding="utf-8") as handle:
|
|
for record in records:
|
|
handle.write(json.dumps(record) + "\\n")
|
|
"""
|
|
|
|
#: 写完就按给定的退出码把自己打死,模拟 `SelfKillingStore` 那条主路径。第四个参数是写完之后
|
|
#: 先睡多久再死——用来验父进程真的留了自杀窗口,而不是看见条件成立就立刻开枪。
|
|
_FAKE_CHILD_SELF_KILL = """
|
|
import json, os, sys, time
|
|
path = sys.argv[1]
|
|
records = json.loads(sys.argv[2])
|
|
with open(path, "a", encoding="utf-8") as handle:
|
|
for record in records:
|
|
handle.write(json.dumps(record) + "\\n")
|
|
handle.flush()
|
|
print("子进程说了句话")
|
|
sys.stdout.flush()
|
|
time.sleep(float(sys.argv[4]))
|
|
os._exit(int(sys.argv[3]))
|
|
"""
|
|
|
|
|
|
def seed_audit(workspace: Path) -> Path:
|
|
"""让工作区的审计账非空。父子两侧的命中条件都要求它。"""
|
|
workspace.mkdir(parents=True, exist_ok=True)
|
|
(workspace / AUDIT_LOG_NAME).write_text("write_note\tevidence.md\taaa\n", encoding="utf-8")
|
|
return workspace
|
|
|
|
|
|
def self_kill_argv(log_path: Path, records: list[dict[str, object]], *, code: int, sleep: float):
|
|
return [
|
|
sys.executable,
|
|
"-c",
|
|
_FAKE_CHILD_SELF_KILL,
|
|
str(log_path),
|
|
json.dumps(records),
|
|
str(code),
|
|
str(sleep),
|
|
]
|
|
|
|
|
|
async def test_spawn_and_kill_accepts_a_self_killed_child(tmp_path: Path) -> None:
|
|
"""主路径:子进程按崩溃退出码自杀,且日志尾部形态对得上,算命中。"""
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = seed_audit(tmp_path / "ws")
|
|
records = [intent(), model_result(), step_completed()]
|
|
outcome = await spawn_and_kill(
|
|
argv=self_kill_argv(log_path, records, code=CRASH_EXIT_CODE, sleep=0.0),
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
child_log_path=tmp_path / f"{RUN_ID}.child.log",
|
|
timeout_s=20.0,
|
|
)
|
|
assert outcome.hit is True
|
|
assert outcome.exit_code == CRASH_EXIT_CODE
|
|
assert "自杀" in outcome.reason
|
|
assert outcome.steps == 1
|
|
assert outcome.snapshot == log_path.read_bytes()
|
|
assert "子进程说了句话" in (tmp_path / f"{RUN_ID}.child.log").read_text(encoding="utf-8")
|
|
|
|
|
|
async def test_spawn_and_kill_waits_out_the_self_kill_grace(tmp_path: Path) -> None:
|
|
"""条件对上之后子进程还要过一会儿才死:父进程必须等它,不许抢先开枪。
|
|
|
|
抢先的后果不是「杀错了」,是自杀那条路永远走不到,而崩溃点落在哪儿又变回碰运气。
|
|
"""
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = seed_audit(tmp_path / "ws")
|
|
records = [intent(), model_result(), step_completed()]
|
|
outcome = await spawn_and_kill(
|
|
argv=self_kill_argv(log_path, records, code=CRASH_EXIT_CODE, sleep=0.4),
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
self_kill_grace_s=5.0,
|
|
timeout_s=20.0,
|
|
)
|
|
assert outcome.hit is True
|
|
assert outcome.exit_code == CRASH_EXIT_CODE
|
|
assert "自杀" in outcome.reason
|
|
|
|
|
|
async def test_spawn_and_kill_falls_back_after_the_grace_runs_out(tmp_path: Path) -> None:
|
|
"""窗口用完子进程还活着,才轮到兜底 SIGKILL。这条路径没被删。"""
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = seed_audit(tmp_path / "ws")
|
|
records = [intent(), model_result(), step_completed()]
|
|
outcome = await spawn_and_kill(
|
|
argv=self_kill_argv(log_path, records, code=CRASH_EXIT_CODE, sleep=30.0),
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
self_kill_grace_s=0.2,
|
|
timeout_s=20.0,
|
|
)
|
|
assert outcome.hit is True
|
|
assert "兜底" in outcome.reason
|
|
assert outcome.exit_code == -9
|
|
assert outcome.steps == 1
|
|
assert outcome.model_calls == 1
|
|
assert outcome.snapshot == log_path.read_bytes()
|
|
|
|
|
|
async def test_spawn_and_kill_needs_a_non_empty_audit(tmp_path: Path) -> None:
|
|
"""日志尾部形态对了但审计账是空的:不算命中,等到超时为止。
|
|
|
|
这一条守的正是上一版实测出来的毛病——那次崩在第 1 步、审计账 0 条,最硬那条判据只能报
|
|
无法判定,而报告上看起来只是「少了一条」。
|
|
"""
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = tmp_path / "ws"
|
|
workspace.mkdir()
|
|
records = [intent(), model_result(), step_completed()]
|
|
outcome = await spawn_and_kill(
|
|
argv=[sys.executable, "-c", _FAKE_CHILD, str(log_path), json.dumps(records)],
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
self_kill_grace_s=0.2,
|
|
timeout_s=0.6,
|
|
)
|
|
assert outcome.hit is False
|
|
assert "仍没崩在时机" in outcome.reason
|
|
|
|
|
|
async def test_spawn_and_kill_rejects_a_self_kill_at_the_wrong_tail(tmp_path: Path) -> None:
|
|
"""自杀了但尾部形态不对:报没命中,不许因为退出码对就当成命中。"""
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = seed_audit(tmp_path / "ws")
|
|
records = [intent(), model_result()]
|
|
outcome = await spawn_and_kill(
|
|
argv=self_kill_argv(log_path, records, code=CRASH_EXIT_CODE, sleep=0.0),
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
timeout_s=20.0,
|
|
)
|
|
assert outcome.hit is False
|
|
assert "尾部不是时机" in outcome.reason
|
|
|
|
|
|
async def test_spawn_and_kill_reports_a_miss_when_the_child_exits_normally(tmp_path: Path) -> None:
|
|
"""子进程正常跑完了要报出来,不许悄悄当成命中。"""
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = seed_audit(tmp_path / "ws")
|
|
records = [intent(), model_result()]
|
|
outcome = await spawn_and_kill(
|
|
argv=[sys.executable, "-c", _FAKE_CHILD_EXITS, str(log_path), json.dumps(records)],
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
timeout_s=20.0,
|
|
)
|
|
assert outcome.hit is False
|
|
assert outcome.exit_code == 0
|
|
assert f"不是按时机自杀的 {CRASH_EXIT_CODE}" in outcome.reason
|
|
|
|
|
|
async def test_spawn_and_kill_reports_a_miss_on_timeout(tmp_path: Path) -> None:
|
|
log_path = tmp_path / f"{RUN_ID}.jsonl"
|
|
workspace = seed_audit(tmp_path / "ws")
|
|
outcome = await spawn_and_kill(
|
|
argv=[sys.executable, "-c", _FAKE_CHILD, str(log_path), json.dumps([intent()])],
|
|
log_path=log_path,
|
|
workspace=workspace,
|
|
timing=KillTiming.AFTER_STEP,
|
|
after_steps=1,
|
|
timeout_s=0.5,
|
|
)
|
|
assert outcome.hit is False
|
|
assert "仍没崩在时机" in outcome.reason
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# 十四、事件出口、护栏、sidecar、命令行
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
class _FakeEvent:
|
|
"""只带事件出口会读的那三个字段。"""
|
|
|
|
def __init__(self, step_idx: int) -> None:
|
|
self.kind = EventKind.STEP_FINISHED
|
|
self.run_id = RUN_ID
|
|
self.step = type("Step", (), {"step_idx": step_idx})()
|
|
|
|
|
|
async def test_event_sink_writes_one_line_per_event(tmp_path: Path) -> None:
|
|
sink = JsonlEventSink(tmp_path / f"{RUN_ID}.events.jsonl")
|
|
await sink.emit(_FakeEvent(0)) # type: ignore[arg-type]
|
|
await sink.emit(_FakeEvent(1)) # type: ignore[arg-type]
|
|
lines = (tmp_path / f"{RUN_ID}.events.jsonl").read_text(encoding="utf-8").splitlines()
|
|
assert [json.loads(line)["step_idx"] for line in lines] == [0, 1]
|
|
assert sink.delivered == 2
|
|
|
|
|
|
def test_event_sink_parameters_carry_no_path() -> None:
|
|
"""路径进参数快照会让续跑报一次假的参数漂移。"""
|
|
sink = JsonlEventSink("/tmp/whatever.jsonl")
|
|
assert sink.parameters() == {"kind": "jsonl_events"}
|
|
|
|
|
|
def test_call_guard_accounting() -> None:
|
|
guard = CallGuard(limit=10)
|
|
guard.charge(4)
|
|
assert guard.remaining == 6
|
|
assert guard.affordable(6) is True
|
|
assert guard.affordable(7) is False
|
|
|
|
|
|
def test_write_sidecars_shape(tmp_path: Path) -> None:
|
|
result = RunResult(
|
|
run_id=RUN_ID, stop_reason=StopReason.STEP_BUDGET, final_answer=None, steps=()
|
|
)
|
|
write_sidecars(
|
|
runs_dir=tmp_path,
|
|
run_id=RUN_ID,
|
|
scenario="appworld",
|
|
fault="step_budget",
|
|
result=result,
|
|
wall_ms=12,
|
|
model_calls=3,
|
|
sink_failures=0,
|
|
env_executions=3,
|
|
task_id="t0",
|
|
phase=None,
|
|
resumed_from_step=None,
|
|
)
|
|
meta = json.loads((tmp_path / f"{RUN_ID}.meta.json").read_text(encoding="utf-8"))
|
|
assert meta["fault"] == "step_budget"
|
|
assert meta["scenario"] == "appworld"
|
|
assert meta["success"] is None
|
|
assert set(meta) == {
|
|
"scenario",
|
|
"task_id",
|
|
"phase",
|
|
"wall_ms",
|
|
"model_calls",
|
|
"sink_failures",
|
|
"env_executions",
|
|
"fault",
|
|
"success",
|
|
"resumed_from_step",
|
|
}
|
|
stored = json.loads((tmp_path / f"{RUN_ID}.result.json").read_text(encoding="utf-8"))
|
|
assert stored["stop_reason"] == "step_budget"
|
|
|
|
|
|
def test_write_sidecars_omits_result_when_there_is_none(tmp_path: Path) -> None:
|
|
"""取消那条路上 `run` 不返回结果,硬造一份是伪造。"""
|
|
write_sidecars(
|
|
runs_dir=tmp_path,
|
|
run_id=RUN_ID,
|
|
scenario="appworld",
|
|
fault="cancel_model",
|
|
result=None,
|
|
wall_ms=1,
|
|
model_calls=2,
|
|
sink_failures=0,
|
|
env_executions=1,
|
|
task_id="t0",
|
|
phase=None,
|
|
resumed_from_step=None,
|
|
)
|
|
assert not (tmp_path / f"{RUN_ID}.result.json").exists()
|
|
assert (tmp_path / f"{RUN_ID}.meta.json").exists()
|
|
|
|
|
|
async def test_guarded_turns_a_crash_into_undetermined() -> None:
|
|
"""某一类跑到一半炸了,前面几类已经花钱跑出来的结论不能跟着丢。"""
|
|
|
|
async def boom() -> FaultReport:
|
|
raise RuntimeError("容器起不来")
|
|
|
|
report = await guarded("cancel_env", boom())
|
|
assert report.fault == "cancel_env"
|
|
assert report.undetermineds
|
|
assert "容器起不来" in report.undetermineds[0].evidence
|
|
assert not report.breaches
|
|
|
|
|
|
async def test_guarded_passes_a_normal_report_through() -> None:
|
|
async def fine() -> FaultReport:
|
|
return FaultReport(fault="x", criteria=(check_env_untouched(executions=0, source="假"),))
|
|
|
|
report = await guarded("x", fine())
|
|
assert not report.breaches
|
|
assert not report.undetermineds
|
|
|
|
|
|
def test_main_requires_budget_calls(tmp_path: Path) -> None:
|
|
with pytest.raises(SystemExit):
|
|
main(["--runs-dir", str(tmp_path)])
|
|
|
|
|
|
def test_main_rejects_unknown_fault(tmp_path: Path) -> None:
|
|
with pytest.raises(SystemExit):
|
|
main(["--runs-dir", str(tmp_path), "--budget-calls", "10", "--fault", "不存在"])
|
|
|
|
|
|
def test_parser_accepts_repeated_fault_flags() -> None:
|
|
args = build_parser().parse_args(
|
|
[
|
|
"--runs-dir",
|
|
"x",
|
|
"--budget-calls",
|
|
"10",
|
|
"--fault",
|
|
"cancel_model",
|
|
"--fault",
|
|
"cancel_env",
|
|
]
|
|
)
|
|
assert args.fault == ["cancel_model", "cancel_env"]
|