"""T5.4 回退链 + 重试 + 熔断(ARCH §4.5)。 主模型 transient 失败 → 退避重试 → 仍失败切回退链下一个;回退服务时标 `served_by.fell_back=True`;记账落实际服务方;链耗尽抛 LLM_UNAVAILABLE。 熔断:某 provider 连续失败超阈值后短时熔断、直接跳过走回退。 """ from __future__ import annotations import pytest from fakes_resilience import FakeLedger, ScriptedAdapter, chain, chain_resolver, transient from ww_llm_gateway.gateway import CircuitBreaker, Gateway from ww_llm_gateway.types import LlmRequest from ww_shared import AppError, ErrorCode async def test_primary_success_no_fallback(req: LlmRequest) -> None: primary = ScriptedAdapter("deepseek", text="主模型") backup = ScriptedAdapter("openai", text="备用") ledger = FakeLedger() gw = Gateway( {"deepseek": primary, "openai": backup}, ledger, chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))), ) resp = await gw.run(req) assert resp.text == "主模型" assert resp.served_by.provider == "deepseek" assert resp.served_by.fell_back is False assert backup.complete_calls == 0 assert ledger.records[0].provider == "deepseek" async def test_falls_through_to_next_provider_on_transient(req: LlmRequest) -> None: # 主模型每次 complete 都 transient 失败(足够耗尽重试) → 切回退。 primary = ScriptedAdapter("deepseek", failures=[transient() for _ in range(10)]) backup = ScriptedAdapter("openai", text="备用结果") ledger = FakeLedger() gw = Gateway( {"deepseek": primary, "openai": backup}, ledger, chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))), max_retries=2, ) resp = await gw.run(req) assert resp.text == "备用结果" assert resp.served_by.provider == "openai" assert resp.served_by.fell_back is True # 记账记实际服务方 openai,不是失败的 deepseek。 assert len(ledger.records) == 1 assert ledger.records[0].provider == "openai" async def test_retries_then_succeeds_on_same_provider(req: LlmRequest) -> None: # 前两次 transient,第三次成功 → 不应切回退(max_retries=2 即最多 3 次尝试)。 primary = ScriptedAdapter("deepseek", text="重试后成功", failures=[transient(), transient()]) backup = ScriptedAdapter("openai", text="备用") ledger = FakeLedger() gw = Gateway( {"deepseek": primary, "openai": backup}, ledger, chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))), max_retries=2, ) resp = await gw.run(req) assert resp.text == "重试后成功" assert resp.served_by.provider == "deepseek" assert resp.served_by.fell_back is False assert backup.complete_calls == 0 async def test_rate_limited_triggers_fallback(req: LlmRequest) -> None: rate_limited = AppError(ErrorCode.RATE_LIMITED, "429") primary = ScriptedAdapter("deepseek", failures=[rate_limited for _ in range(10)]) backup = ScriptedAdapter("openai", text="降级备用") ledger = FakeLedger() gw = Gateway( {"deepseek": primary, "openai": backup}, ledger, chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))), max_retries=1, ) resp = await gw.run(req) assert resp.served_by.provider == "openai" assert resp.served_by.fell_back is True async def test_chain_exhausted_raises_llm_unavailable(req: LlmRequest) -> None: p1 = ScriptedAdapter("deepseek", failures=[transient() for _ in range(10)]) p2 = ScriptedAdapter("openai", failures=[transient() for _ in range(10)]) gw = Gateway( {"deepseek": p1, "openai": p2}, FakeLedger(), chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))), max_retries=1, ) with pytest.raises(AppError) as exc: await gw.run(req) assert exc.value.code == ErrorCode.LLM_UNAVAILABLE async def test_missing_adapter_in_chain_skipped(req: LlmRequest) -> None: # 链上首个 provider 没注册适配器 → 跳过、走下一个(不硬失败)。 backup = ScriptedAdapter("openai", text="可用") gw = Gateway( {"openai": backup}, FakeLedger(), chain_resolver=chain_resolver(chain(("missing", "m"), ("openai", "gpt-4o"))), ) resp = await gw.run(req) assert resp.served_by.provider == "openai" assert resp.served_by.fell_back is True # ---- 熔断器 ---- def test_circuit_breaker_trips_after_threshold() -> None: cb = CircuitBreaker(threshold=3, reset_seconds=60.0) assert cb.is_open("deepseek") is False cb.record_failure("deepseek") cb.record_failure("deepseek") assert cb.is_open("deepseek") is False # 未到阈值 cb.record_failure("deepseek") assert cb.is_open("deepseek") is True # 第 3 次 → 熔断 def test_circuit_breaker_success_resets() -> None: cb = CircuitBreaker(threshold=2, reset_seconds=60.0) cb.record_failure("deepseek") cb.record_success("deepseek") cb.record_failure("deepseek") assert cb.is_open("deepseek") is False # 成功清零计数 def test_circuit_breaker_reopens_after_cooldown() -> None: now = [1000.0] cb = CircuitBreaker(threshold=1, reset_seconds=30.0, clock=lambda: now[0]) cb.record_failure("deepseek") assert cb.is_open("deepseek") is True now[0] += 31.0 # 冷却窗口过 → 半开(放行试探) assert cb.is_open("deepseek") is False async def test_open_circuit_skips_provider(req: LlmRequest) -> None: # 熔断已打开的主 provider 被直接跳过,连 complete 都不调,直接走回退。 primary = ScriptedAdapter("deepseek", text="不该被调") backup = ScriptedAdapter("openai", text="回退服务") cb = CircuitBreaker(threshold=1, reset_seconds=60.0) cb.record_failure("deepseek") # 预先熔断 gw = Gateway( {"deepseek": primary, "openai": backup}, FakeLedger(), chain_resolver=chain_resolver(chain(("deepseek", "deepseek-chat"), ("openai", "gpt-4o"))), breaker=cb, ) resp = await gw.run(req) assert resp.served_by.provider == "openai" assert resp.served_by.fell_back is True assert primary.complete_calls == 0