"""RetryMW 尝试编排测试(保真蓝本 CHS governance.py:107-268)。 用真实内存后端 + FakeClock + 可编程 fake transport,验证换源/退避/熔断 写回/permit 结算/取消穿透等治理行为。 """ import asyncio import pytest from polygateway.backends.memory.breaker import InMemoryGate from polygateway.backends.memory.limiter import InMemoryLimiter from polygateway.errors import ( AllSourcesExhausted, CircuitOpenError, RequestRejectedError, ResultInvalidError, SourceDeadError, TransientError, ) from polygateway.middleware.retry import RetryMW from polygateway.sources import RoundRobinSelector, SourceCooldownMemo from polygateway.types import ( BackpressurePolicy, BreakerConfig, ChatRequest, GlobalLimits, RetryPolicy, SourceConfig, TransportResult, ) from tests.contracts.conftest import FakeClock _BREAKER = BreakerConfig(fail_threshold=3, cooldown_s=60.0, probe_ttl_s=120.0) _NO_GLOBAL = GlobalLimits(max_concurrency=0, rpm=0, tpm=0) def _src(name, **overrides): base = { "name": name, "provider": "openai", "base_url": "https://gw.example/v1", "api_key": "sk", "model": "m", "timeout_s": 10.0, } base.update(overrides) return SourceConfig(**base) def _ok(content="ok"): return TransportResult( content=content, thinking="", prompt_tokens=10, completion_tokens=5, usage_source="measured", ttft_ms=12.0, max_inter_token_ms=3.0, raw={}, ) class FakeTransport: """按脚本逐次返回结果或抛异常;记录每次 (source_name, call_id)。""" def __init__(self, script): self.script = list(script) self.calls = [] async def complete(self, *, messages, source, stream, overlay, call_id): self.calls.append((source.name, call_id)) action = self.script.pop(0) if isinstance(action, Exception): raise action if action == "hang": await asyncio.Event().wait() return action class FakeSleep: """记录退避时长,立即返回(不真等)。""" def __init__(self): self.delays = [] async def __call__(self, seconds): self.delays.append(seconds) def _harness( sources, script, *, clock=None, max_attempts=3, quota_full="wait", global_limits=_NO_GLOBAL, rng=lambda: 0.0, selector=None, ): clock = clock or FakeClock() limiter = InMemoryLimiter( scope="llm", sources={s.name: s for s in sources}, global_limits=global_limits, lease_ttl_s=100.0, now=clock, ) gate = InMemoryGate(config=_BREAKER, now=clock) transport = FakeTransport(script) sleep = FakeSleep() mw = RetryMW( scope="llm", sources=sources, selector=selector if selector is not None else RoundRobinSelector(), limiter=limiter, gate=gate, transport=transport, retry=RetryPolicy(max_attempts=max_attempts, backoff_base_s=2.0, backoff_max_s=30.0), backpressure=BackpressurePolicy(stall_window_s=300.0, poll_interval_s=0.01), quota_full=quota_full, cooldown_memo=SourceCooldownMemo(now=clock), emitter=None, now=clock, sleep=sleep, rng=rng, ) return mw, limiter, gate, transport, sleep, clock _REQ = ChatRequest(messages=[{"role": "user", "content": "hi"}]) class TestSuccessPath: async def test_first_attempt_success_builds_response(self): mw, limiter, gate, transport, sleep, _ = _harness([_src("a")], [_ok("hello")]) resp = await mw(_REQ) assert resp.content == "hello" assert resp.source_name == "a" and resp.provider == "openai" assert resp.cache_hit is False and resp.call_id assert (await limiter.source_stats("a")).inflight == 0 # permit 已释放 assert await limiter.progress_age_s() < 5.0 # mark_progress 已调用 assert sleep.delays == [] async def test_settle_uses_actual_usage(self): src = _src("a", tpm=1000, est_tokens=400) mw, limiter, *_ = _harness([src], [_ok()]) await mw(_REQ) # 预扣 400,实际 15 → settle 后窗口只记 15 assert (await limiter.source_stats("a")).tpm_used == 15 class TestRetryAndFailover: async def test_transient_switches_source_then_succeeds(self): mw, _, _, transport, sleep, _ = _harness( [_src("a"), _src("b")], [TransientError("boom"), _ok()] ) resp = await mw(_REQ) assert [name for name, _ in transport.calls] == ["a", "b"] assert resp.source_name == "b" assert len(sleep.delays) == 1 # 瞬时错误退避一次 async def test_each_attempt_gets_fresh_call_id(self): mw, _, _, transport, _, _ = _harness([_src("a")], [TransientError("x"), _ok()]) await mw(_REQ) ids = [cid for _, cid in transport.calls] assert len(ids) == 2 and ids[0] != ids[1] async def test_max_attempts_is_total_attempts(self): mw, _, _, transport, _, _ = _harness( [_src("a")], [TransientError("1"), TransientError("2"), TransientError("3")], max_attempts=3, ) with pytest.raises(AllSourcesExhausted) as ei: await mw(_REQ) assert len(transport.calls) == 3 # 恰 3 次总尝试(含首次) assert ei.value.reason == "retry_exhausted" assert ei.value.per_source_reasons.get("a") == "network_error" async def test_backoff_formula_and_retry_after_max(self): # rng=0 → jitter 因子 0.5;第一次退避 = 2*2^0*0.5 = 1.0 mw, _, _, _, sleep, _ = _harness([_src("a")], [TransientError("x"), _ok()]) await mw(_REQ) assert sleep.delays == [1.0] # Retry-After 提示更大时取提示值 mw2, _, _, _, sleep2, _ = _harness( [_src("a")], [TransientError("x", retry_after_s=7.5), _ok()] ) await mw2(_REQ) assert sleep2.delays == [7.5] async def test_source_dead_switches_immediately_and_force_opens(self): mw, _, gate, transport, sleep, _ = _harness( [_src("a"), _src("b")], [SourceDeadError("401"), _ok()] ) resp = await mw(_REQ) assert resp.source_name == "b" assert sleep.delays == [] # 源死亡不退避 assert not (await gate.try_enter("a", "w")).allowed # a 已 force_open class TestNonRetryableOutcomes: async def test_request_rejected_propagates_without_retry(self): exc = RequestRejectedError("400", source_name="a", status_code=400) mw, _, gate, transport, _, _ = _harness([_src("a")], [exc]) with pytest.raises(RequestRejectedError): await mw(_REQ) assert len(transport.calls) == 1 # 网关已应答 → 记成功,熔断计数未增长 assert (await gate.try_enter("a", "w")).allowed async def test_result_invalid_records_success_and_propagates(self): mw, limiter, gate, transport, _, _ = _harness( [_src("a")], [ResultInvalidError("bad json", raw_text="{oops")] ) with pytest.raises(ResultInvalidError): await mw(_REQ) assert len(transport.calls) == 1 # 坏结果不重试 assert (await gate.try_enter("a", "w")).allowed # 熔断记成功 assert (await limiter.source_stats("a")).inflight == 0 class TestScopeUnavailable: async def test_all_sources_circuit_open(self): clock = FakeClock() script = [TransientError(str(i)) for i in range(9)] mw, _, gate, _, _, _ = _harness([_src("a")], script, clock=clock, max_attempts=99) # 3 次失败后 a 开路 → 第 4 次尝试选不到源且 gate_rejections==全部 → CircuitOpen with pytest.raises(CircuitOpenError) as ei: await mw(_REQ) assert ei.value.reason == "circuit_open" assert ei.value.retry_after_s > 0 assert ei.value.per_source_reasons # 携逐源原因 async def test_no_sources_configured(self): mw, *_ = _harness([], []) with pytest.raises(AllSourcesExhausted) as ei: await mw(_REQ) assert ei.value.reason == "no_sources" async def test_quota_fail_fast(self): src = _src("a", max_concurrency=1) mw, limiter, _, _, _, _ = _harness([src], [_ok()], quota_full="fail_fast") held = await limiter.try_acquire("a", 0) # 外部占满并发 assert held is not None with pytest.raises(AllSourcesExhausted) as ei: await mw(_REQ) assert ei.value.reason == "quota_exhausted" async def test_quota_wait_polls_until_slot_frees(self): src = _src("a", max_concurrency=1) clock = FakeClock() limiter = InMemoryLimiter( scope="llm", sources={"a": src}, global_limits=_NO_GLOBAL, lease_ttl_s=100.0, now=clock, ) held = await limiter.try_acquire("a", 0) released = {"done": False} async def sleep_and_release(seconds): if not released["done"]: released["done"] = True await held.release() gate = InMemoryGate(config=_BREAKER, now=clock) transport = FakeTransport([_ok()]) mw = RetryMW( scope="llm", sources=[src], selector=RoundRobinSelector(), limiter=limiter, gate=gate, transport=transport, retry=RetryPolicy(max_attempts=3, backoff_base_s=2.0, backoff_max_s=30.0), backpressure=BackpressurePolicy(stall_window_s=300.0, poll_interval_s=0.01), quota_full="wait", cooldown_memo=SourceCooldownMemo(now=clock), emitter=None, now=clock, sleep=sleep_and_release, rng=lambda: 0.0, ) resp = await mw(_REQ) assert resp.content == "ok" and released["done"] class TestCancellation: async def test_cancel_mid_flight_releases_permit(self): mw, limiter, _, _, _, _ = _harness([_src("a", max_concurrency=1)], ["hang"]) task = asyncio.ensure_future(mw(_REQ)) await asyncio.sleep(0.05) task.cancel() with pytest.raises(asyncio.CancelledError): await task assert (await limiter.source_stats("a")).inflight == 0 # finally 释放 async def test_cancel_mid_backoff_propagates_with_no_held_permit(self): """退避 sleep 中取消: CancelledError 穿透,且 permit 早已在 finally 释放。""" clock = FakeClock() src = _src("a", max_concurrency=1) limiter = InMemoryLimiter( scope="llm", sources={"a": src}, global_limits=_NO_GLOBAL, lease_ttl_s=100.0, now=clock, ) mw = RetryMW( scope="llm", sources=[src], selector=RoundRobinSelector(), limiter=limiter, gate=InMemoryGate(config=_BREAKER, now=clock), transport=FakeTransport([TransientError("x"), _ok()]), retry=RetryPolicy(max_attempts=3, backoff_base_s=30.0, backoff_max_s=60.0), backpressure=BackpressurePolicy(300.0, 0.01), cooldown_memo=SourceCooldownMemo(now=clock), emitter=None, now=clock, sleep=asyncio.sleep, rng=lambda: 0.5, ) task = asyncio.ensure_future(mw(_REQ)) await asyncio.sleep(0.05) # 第一次失败后进入 30s 真实退避 task.cancel() with pytest.raises(asyncio.CancelledError): await task assert (await limiter.source_stats("a")).inflight == 0 # 退避期不占并发槽 async def test_cancel_probe_releases_probe_lease(self): clock = FakeClock() mw, _, gate, _, _, _ = _harness( [_src("a")], [TransientError("1"), TransientError("2"), TransientError("3"), "hang"], clock=clock, max_attempts=99, ) # 三连失败开路 with pytest.raises(CircuitOpenError): await mw(_REQ) clock.advance(_BREAKER.cooldown_s + 1) task = asyncio.ensure_future(mw(_REQ)) # 半开探针 → hang await asyncio.sleep(0.05) task.cancel() with pytest.raises(asyncio.CancelledError): await task # 探针租约已归还: 下一 caller 立即拿到探针而非等租约过期 nxt = await gate.try_enter("a", "w2") assert nxt.allowed and nxt.is_probe class StaticSelector: """固定配置序,隔离测试调用内降权(不带 record_outcome)。""" def order(self, sources, stats): return list(sources) class RecordingSelector(StaticSelector): def __init__(self): self.outcomes = [] def record_outcome(self, source_name, ok): self.outcomes.append((source_name, ok)) class ExplodingSelector(StaticSelector): def record_outcome(self, source_name, ok): raise RuntimeError("sink boom") class TestM25Orchestration: """M2.5 设计 §3.3: 调用内失败降权 + 健康喂数(先红后绿)。""" async def test_failed_source_demoted_after_two_strikes(self): # 失败 1 次仍首选(原地退避重试);失败 2 次让位次优源 mw, _, _, transport, _, _ = _harness( [_src("a"), _src("b")], [TransientError("1"), TransientError("2"), _ok()], selector=StaticSelector(), ) resp = await mw(_REQ) assert [n for n, _ in transport.calls] == ["a", "a", "b"] assert resp.source_name == "b" async def test_attempt_fails_reset_between_calls(self): mw, _, _, transport, _, _ = _harness( [_src("a"), _src("b")], [TransientError("1"), TransientError("2"), _ok(), _ok()], selector=StaticSelector(), ) await mw(_REQ) await mw(_REQ) # 新调用状态清零: 回到首选 a assert [n for n, _ in transport.calls] == ["a", "a", "b", "a"] async def test_outcome_feeding_success_and_transient(self): sel = RecordingSelector() mw, _, _, _, _, _ = _harness( [_src("a"), _src("b")], [TransientError("1"), _ok()], selector=sel ) await mw(_REQ) assert sel.outcomes == [("a", False), ("a", True)] async def test_outcome_feeding_source_dead(self): sel = RecordingSelector() mw, _, _, _, _, _ = _harness( [_src("a"), _src("b")], [SourceDeadError("401"), _ok()], selector=sel ) await mw(_REQ) assert sel.outcomes == [("a", False), ("b", True)] async def test_result_invalid_and_rejected_not_fed(self): sel = RecordingSelector() mw, _, _, _, _, _ = _harness( [_src("a")], [ResultInvalidError("bad", raw_text="x")], selector=sel ) with pytest.raises(ResultInvalidError): await mw(_REQ) sel2 = RecordingSelector() mw2, _, _, _, _, _ = _harness( [_src("a")], [RequestRejectedError("400", source_name="a", status_code=400)], selector=sel2, ) with pytest.raises(RequestRejectedError): await mw2(_REQ) assert sel.outcomes == [] and sel2.outcomes == [] async def test_outcome_sink_exception_swallowed(self): mw, _, _, _, _, _ = _harness([_src("a")], [_ok()], selector=ExplodingSelector()) resp = await mw(_REQ) assert resp.content == "ok" # 喂数异常不得打断真实成功返回 async def test_result_invalid_gate_window_untouched(self): # 坏结果 ≠ 坏服务: count_attempt=False,失败率窗口 attempts 不得增长 mw, _, gate, _, _, _ = _harness([_src("a")], [ResultInvalidError("bad", raw_text="x")]) with pytest.raises(ResultInvalidError): await mw(_REQ) g = gate._gates["a"] assert g.a0 + g.a1 == 0