821 lines
34 KiB
Python
821 lines
34 KiB
Python
"""CacheMW 与缓存 key 公式测试(ARCH §7.5: 防毒化 key、命中重建、静默降级)。"""
|
|
|
|
import dataclasses
|
|
import hashlib
|
|
import json
|
|
|
|
import pytest
|
|
from loguru import logger
|
|
|
|
from polygateway.backends.memory.cache import InMemoryCache
|
|
from polygateway.errors import ResultInvalidError, TransientError
|
|
from polygateway.middleware.cache import CacheMW, build_cache_key, digest_messages
|
|
from polygateway.middleware.telemetry import TelemetryEmitter
|
|
from polygateway.types import (
|
|
ChatRequest,
|
|
Effort,
|
|
LLMResponse,
|
|
SourceConfig,
|
|
ThinkingObservation,
|
|
)
|
|
|
|
_MSGS = [{"role": "user", "content": "hi"}]
|
|
|
|
|
|
def _resp(content="cached", **overrides):
|
|
base = {
|
|
"content": content,
|
|
"thinking": "",
|
|
"model": "m",
|
|
"provider": "p",
|
|
"prompt_tokens": 1,
|
|
"completion_tokens": 2,
|
|
"latency_ms": 30,
|
|
"ttft_ms": 5.0,
|
|
"max_inter_token_ms": 2.0,
|
|
"cache_hit": False,
|
|
"call_id": "orig",
|
|
"source_name": "s1",
|
|
"usage_source": "measured",
|
|
}
|
|
base.update(overrides)
|
|
return LLMResponse(**base)
|
|
|
|
|
|
class TestKeyFormula:
|
|
def test_same_request_same_key(self):
|
|
k1 = build_cache_key("m", _MSGS, "proj", None)
|
|
k2 = build_cache_key("m", _MSGS, "proj", None)
|
|
assert k1 == k2 and k1.startswith("pgw:cache:")
|
|
|
|
@pytest.mark.parametrize(
|
|
("a", "b"),
|
|
[
|
|
(("m1", _MSGS, "proj", None), ("m2", _MSGS, "proj", None)),
|
|
(("m", _MSGS, "proj", None), ("m", _MSGS, "tenant2", None)),
|
|
(("m", _MSGS, "proj", None), ("m", _MSGS, "proj", "epoch2")),
|
|
(("m", _MSGS, "proj", "s1"), ("m", _MSGS, "proj", "s2")),
|
|
(("m", _MSGS, "proj", None), ("m", [{"role": "user", "content": "yo"}], "proj", None)),
|
|
],
|
|
)
|
|
def test_any_dimension_change_changes_key(self, a, b):
|
|
assert build_cache_key(*a) != build_cache_key(*b)
|
|
|
|
def test_empty_sampling_keeps_legacy_key(self):
|
|
"""空采样参数时键形逐字不变,存量缓存不被全量作废(issue #4 决策 C)。
|
|
|
|
golden 值取自加 sampling 维度之前的实现,不得随实现漂移。
|
|
"""
|
|
assert build_cache_key("qwen-max", [{"role": "user", "content": "hi"}], "proj", None) == (
|
|
"pgw:cache:c54544e8672f4c91373b4a72716a88497445b440b89445aa5379b356b228f58b"
|
|
)
|
|
assert build_cache_key("qwen-max", [{"role": "user", "content": "hi"}], "proj", "s1") == (
|
|
"pgw:cache:eed9cd9cc06acc0dedf4f337b74e06ed3482afdc30fa2acedd194f6cc1df33bf"
|
|
)
|
|
|
|
def test_differing_seed_changes_key(self):
|
|
"""issue #4 的直接回归: 5 个 seed 若共用一个 key,标准差会恒为 0。"""
|
|
k1 = build_cache_key("m", _MSGS, "proj", None, sampling={"seed": 1})
|
|
k2 = build_cache_key("m", _MSGS, "proj", None, sampling={"seed": 2})
|
|
assert k1 != k2
|
|
|
|
def test_sampling_key_order_irrelevant(self):
|
|
k1 = build_cache_key("m", _MSGS, "proj", None, sampling={"seed": 1, "temperature": 0})
|
|
k2 = build_cache_key("m", _MSGS, "proj", None, sampling={"temperature": 0, "seed": 1})
|
|
assert k1 == k2
|
|
|
|
def test_empty_sampling_equals_omitted(self):
|
|
"""空 dict 与不传须同键,否则升级后存量缓存全部 miss。"""
|
|
assert build_cache_key("m", _MSGS, "proj", None, sampling={}) == build_cache_key(
|
|
"m", _MSGS, "proj", None
|
|
)
|
|
|
|
def test_multimodal_part_digested_not_inlined(self):
|
|
big_b64 = "data:image/png;base64," + "A" * 1_000_000
|
|
messages = [
|
|
{
|
|
"role": "user",
|
|
"content": [
|
|
{"type": "image_url", "image_url": {"url": big_b64}},
|
|
{"type": "text", "text": "describe"},
|
|
],
|
|
}
|
|
]
|
|
digested = digest_messages(messages)
|
|
payload = json.dumps(digested, ensure_ascii=False)
|
|
assert len(payload) < 500 # 大图不进 canonical_json
|
|
expected = hashlib.sha256(big_b64.encode()).hexdigest()
|
|
assert expected in payload # 但字节变化仍改变 key
|
|
# 图像字节变化 → key 变
|
|
messages2 = [
|
|
{
|
|
"role": "user",
|
|
"content": [
|
|
{"type": "image_url", "image_url": {"url": big_b64[:-1] + "B"}},
|
|
{"type": "text", "text": "describe"},
|
|
],
|
|
}
|
|
]
|
|
assert build_cache_key("m", messages, "p", None) != build_cache_key(
|
|
"m", messages2, "p", None
|
|
)
|
|
|
|
def test_request_tier_changes_key(self):
|
|
"""同 messages 跑 low 与 max 不得互相命中(issue #20;issue #4 的逐字翻版)。
|
|
|
|
请求级档位必须**独立于** `model_fingerprint` 进 key: 后者是装配期算出的
|
|
集合级指纹,一次调用改档位不会让它变一个字节。
|
|
"""
|
|
k_low = build_cache_key("m", _MSGS, "proj", None, reasoning_effort=Effort.LOW)
|
|
k_max = build_cache_key("m", _MSGS, "proj", None, reasoning_effort=Effort.MAX)
|
|
assert k_low != k_max
|
|
|
|
def test_explicit_none_tier_is_not_the_absent_tier(self):
|
|
"""`None`(不表态)与 `Effort.NONE`(要求不推理)是两个 key。
|
|
|
|
二者合并即毒化: "没写档位"的调用会读到"明确关掉推理"那次的响应,
|
|
而后者的内容恰恰是缺推理过程的。
|
|
"""
|
|
assert build_cache_key("m", _MSGS, "proj", None) != build_cache_key(
|
|
"m", _MSGS, "proj", None, reasoning_effort=Effort.NONE
|
|
)
|
|
|
|
def test_absent_tier_keeps_legacy_key(self):
|
|
"""不表态档位时键形逐字不变,存量缓存不被本次升级全量作废。
|
|
|
|
golden 值与 `test_empty_sampling_keeps_legacy_key` 同源,取自加
|
|
`reasoning_effort` 维度之前的实现,不得随实现漂移。
|
|
"""
|
|
assert build_cache_key(
|
|
"qwen-max",
|
|
[{"role": "user", "content": "hi"}],
|
|
"proj",
|
|
None,
|
|
reasoning_effort=None,
|
|
) == ("pgw:cache:c54544e8672f4c91373b4a72716a88497445b440b89445aa5379b356b228f58b")
|
|
|
|
def test_declared_tier_key_is_a_golden(self):
|
|
"""配了档位那一侧同样要有 golden: 字面量变了就是所有该档缓存冷启动。
|
|
|
|
存量(不表态)那侧的 golden 由 `test_absent_tier_keeps_legacy_key` 守着,
|
|
而"档位怎么写进 key"此前没有任何字面量断言——变异实测把 `str(...)` 换成
|
|
`repr(...)`,全套件依然全绿(2026-09-05 独立验证查出)。
|
|
"""
|
|
assert build_cache_key(
|
|
"qwen-max",
|
|
[{"role": "user", "content": "hi"}],
|
|
"proj",
|
|
None,
|
|
reasoning_effort=Effort.LOW,
|
|
) == ("pgw:cache:21d7be93729635b27d4ee54e0e7e7310554bb04faf08919f8ce83794ac33f575")
|
|
assert build_cache_key(
|
|
"qwen-max",
|
|
[{"role": "user", "content": "hi"}],
|
|
"proj",
|
|
"s1",
|
|
reasoning_effort=Effort.NONE,
|
|
) == ("pgw:cache:44f4f1ce1ee39e5003a27f4f21a531554cb54d1c66e936d11008d4ff06ddc5e6")
|
|
|
|
|
|
class _Terminal:
|
|
def __init__(self, response):
|
|
self.response = response
|
|
self.calls = 0
|
|
|
|
async def __call__(self, request):
|
|
self.calls += 1
|
|
if isinstance(self.response, Exception):
|
|
raise self.response
|
|
return self.response
|
|
|
|
|
|
def _mw(backend, **kwargs):
|
|
defaults = {
|
|
"backend": backend,
|
|
"model_fingerprint": "m",
|
|
"default_namespace": "proj",
|
|
"ttl_s": 3600,
|
|
}
|
|
defaults.update(kwargs)
|
|
return CacheMW(**defaults)
|
|
|
|
|
|
class TestCacheFlow:
|
|
async def test_miss_then_hit_with_fresh_call_id(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp())
|
|
first = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert first.cache_hit is False and terminal.calls == 1
|
|
second = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert second.cache_hit is True and second.latency_ms == 0
|
|
assert second.content == "cached"
|
|
assert second.call_id != first.call_id # 命中生成独立 cache_call_id
|
|
assert terminal.calls == 1 # 未再触达内层
|
|
|
|
async def test_differing_sampling_does_not_hit(self):
|
|
"""issue #4 的中间件层回归: 逐 rollout 变 seed 必须回源,不得复用响应。"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp())
|
|
await mw(ChatRequest(messages=_MSGS, sampling={"seed": 1}), terminal)
|
|
await mw(ChatRequest(messages=_MSGS, sampling={"seed": 2}), terminal)
|
|
assert terminal.calls == 2 # 两次都回源
|
|
# 同 seed 才命中
|
|
third = await mw(ChatRequest(messages=_MSGS, sampling={"seed": 1}), terminal)
|
|
assert third.cache_hit is True and terminal.calls == 2
|
|
|
|
async def test_differing_reasoning_effort_does_not_hit(self):
|
|
"""接线门: `CacheMW` 必须把 `request.reasoning_effort` 传进 key 公式。
|
|
|
|
只测 `build_cache_key` 不够——参数加了却没人传是本改动最可能的落地方式,
|
|
那种缺口在公式层的用例里完全看不见。
|
|
"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp())
|
|
await mw(ChatRequest(messages=_MSGS, reasoning_effort=Effort.LOW), terminal)
|
|
await mw(ChatRequest(messages=_MSGS, reasoning_effort=Effort.MAX), terminal)
|
|
assert terminal.calls == 2 # 两档各自回源
|
|
third = await mw(ChatRequest(messages=_MSGS, reasoning_effort=Effort.LOW), terminal)
|
|
assert third.cache_hit is True and terminal.calls == 2 # 同档才命中
|
|
|
|
async def test_structured_injection_does_not_pollute_key(self):
|
|
"""CacheMW 读 sampling 而非 overlay: 结构化注入不该改变缓存身份。"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp())
|
|
await mw(ChatRequest(messages=_MSGS, sampling={"seed": 1}), terminal)
|
|
polluted = ChatRequest(
|
|
messages=_MSGS,
|
|
sampling={"seed": 1},
|
|
overlay={"seed": 1, "response_format": {"type": "json_object"}},
|
|
)
|
|
assert (await mw(polluted, terminal)).cache_hit is True
|
|
assert terminal.calls == 1
|
|
|
|
async def test_per_call_namespace_overrides_default(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp())
|
|
await mw(ChatRequest(messages=_MSGS, cache_namespace="tenant-a"), terminal)
|
|
# 另一租户不得命中
|
|
await mw(ChatRequest(messages=_MSGS, cache_namespace="tenant-b"), terminal)
|
|
assert terminal.calls == 2
|
|
|
|
async def test_failure_not_cached(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
failing = _Terminal(TransientError("boom"))
|
|
with pytest.raises(TransientError):
|
|
await mw(ChatRequest(messages=_MSGS), failing)
|
|
ok = _Terminal(_resp())
|
|
await mw(ChatRequest(messages=_MSGS), ok)
|
|
assert ok.calls == 1 # 失败未被固化,正常回源
|
|
|
|
async def test_ttl_expiry(self):
|
|
t = {"now": 0.0}
|
|
backend = InMemoryCache(now=lambda: t["now"])
|
|
mw = _mw(backend, ttl_s=100)
|
|
terminal = _Terminal(_resp())
|
|
await mw(ChatRequest(messages=_MSGS), terminal)
|
|
t["now"] = 101.0
|
|
await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert terminal.calls == 2
|
|
|
|
|
|
class TestObservabilityFieldsOnHit:
|
|
"""issue #3 决策 B1: 命中行原样回放,与 model/prompt_tokens 同一口径。"""
|
|
|
|
async def test_fields_replayed_on_hit(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(
|
|
_resp(cached_prompt_tokens=64, model_reported="MiniMax-Text-01-250321")
|
|
)
|
|
await mw(ChatRequest(messages=_MSGS), terminal)
|
|
hit = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert hit.cache_hit is True
|
|
assert hit.cached_prompt_tokens == 64
|
|
assert hit.model_reported == "MiniMax-Text-01-250321"
|
|
|
|
async def test_legacy_cache_entry_without_new_keys_rehydrates(self):
|
|
"""旧格式条目(无这两个键)必须照常重建为 None,不得抛异常回源。"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
legacy = {
|
|
"content": "legacy",
|
|
"thinking": "",
|
|
"model": "m",
|
|
"provider": "p",
|
|
"prompt_tokens": 1,
|
|
"completion_tokens": 2,
|
|
"latency_ms": 30,
|
|
"ttft_ms": 5.0,
|
|
"max_inter_token_ms": 2.0,
|
|
"cache_hit": False,
|
|
"call_id": "orig",
|
|
"source_name": "s1",
|
|
"cost": None,
|
|
"usage_source": "measured",
|
|
}
|
|
await backend.set(key, json.dumps(legacy), ttl_s=100)
|
|
terminal = _Terminal(_resp())
|
|
hit = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert hit.content == "legacy" and terminal.calls == 0 # 真的走了缓存
|
|
assert hit.cached_prompt_tokens is None and hit.model_reported is None
|
|
|
|
|
|
class TestThinkingObservationRehydration:
|
|
"""issue #16/#17: 命中回放必须复活成枚举实例,而不是 JSON 里的裸 str。
|
|
|
|
裸 str 与字段注解分叉,下游拿 `resp.thinking_observation is
|
|
ThinkingObservation.OBSERVED` 判等会在缓存命中路径上静默为 False。
|
|
"""
|
|
|
|
async def test_hit_replays_enum_instance_not_bare_str(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp(thinking_observation=ThinkingObservation.OBSERVED))
|
|
await mw(ChatRequest(messages=_MSGS), terminal)
|
|
hit = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert hit.cache_hit is True and terminal.calls == 1
|
|
assert isinstance(hit.thinking_observation, ThinkingObservation)
|
|
assert hit.thinking_observation is ThinkingObservation.OBSERVED
|
|
|
|
async def test_unknown_value_degrades_to_unknown_and_still_hits(self):
|
|
"""域外取值降级为 UNKNOWN,内容照常复活——不得因此作废整条缓存。
|
|
|
|
真实场景: 三项目共用一个 Redis,先升级的项目写入了本版没有的第四态,
|
|
未升级的两个项目若把它判成未命中,就会在这些 key 上每次真打网关、随后
|
|
覆写回旧值,两个版本互相打对方的缓存(表现是命中率莫名腰斩)。一个纯
|
|
可观测性字段不该有能力废掉内容完好的缓存响应。
|
|
"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
poisoned = dataclasses.asdict(_resp(content="from-a-newer-version"))
|
|
poisoned["thinking_observation"] = "partially_observed"
|
|
poisoned.pop("structured_data", None)
|
|
await backend.set(key, json.dumps(poisoned), 3600)
|
|
terminal = _Terminal(_resp())
|
|
messages: list[str] = []
|
|
sink_id = logger.add(messages.append, level="WARNING")
|
|
try:
|
|
resp = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
finally:
|
|
logger.remove(sink_id)
|
|
assert terminal.calls == 0 and resp.cache_hit is True
|
|
assert resp.content == "from-a-newer-version" # 内容完好,照常复活
|
|
assert resp.thinking_observation is ThinkingObservation.UNKNOWN
|
|
# 单独一条讲清原因的 warning: 通用的"重建失败"没有任何线索指向真因
|
|
hits = [m for m in messages if "partially_observed" in m]
|
|
assert len(hits) == 1, f"域外取值必须单独告警一次,实得 {len(hits)} 条: {messages}"
|
|
assert "thinking_observation" in hits[0]
|
|
assert [m for m in messages if "重建失败" in m] == []
|
|
|
|
async def test_a_broken_payload_still_falls_back_to_source(self):
|
|
"""对照组: 内容完整性真被破坏时,仍必须按未命中回源(降级方向不变)。"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
await backend.set(key, "{not json at all", 3600)
|
|
terminal = _Terminal(_resp())
|
|
resp = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert terminal.calls == 1 and resp.cache_hit is False
|
|
assert resp.content == "cached"
|
|
|
|
async def test_legacy_entry_without_key_rehydrates_to_default(self):
|
|
"""升级前写入的条目没有该键,必须照常复活并落到默认 UNKNOWN。"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
legacy = dataclasses.asdict(_resp(content="legacy"))
|
|
legacy.pop("thinking_observation")
|
|
legacy.pop("structured_data", None)
|
|
await backend.set(key, json.dumps(legacy), 3600)
|
|
terminal = _Terminal(_resp())
|
|
hit = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert hit.content == "legacy" and terminal.calls == 0
|
|
assert hit.thinking_observation is ThinkingObservation.UNKNOWN
|
|
|
|
|
|
class TestAppliedEffortRehydration:
|
|
"""issue #20: 实际档同样必须复活成枚举,理由与 `thinking_observation` 逐条相同。
|
|
|
|
JSON 里存的是 `StrEnum` 的字符串值;不转就复活成裸 str,而库内一路是
|
|
`is Effort.LOW` 的身份比较——命中路径上会静默判否,且下游拿到的类型与字段
|
|
注解分叉。缓存是档位的**第三条入口**(另两条是 `.env` 解析与 `chat()` 参数),
|
|
归一化不变式必须在这里也闭合。
|
|
"""
|
|
|
|
async def test_hit_replays_enum_instance_not_bare_str(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
terminal = _Terminal(_resp(applied_effort=Effort.LOW))
|
|
await mw(ChatRequest(messages=_MSGS), terminal)
|
|
hit = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert hit.cache_hit is True and terminal.calls == 1
|
|
assert isinstance(hit.applied_effort, Effort)
|
|
assert hit.applied_effort is Effort.LOW
|
|
|
|
async def test_unknown_tier_degrades_to_none_and_still_hits(self):
|
|
"""域外档位降级为 None(=不知道这次跑在哪档),不作废内容完好的条目。
|
|
|
|
降级方向与 `thinking_observation` 同源: 共用一个 Redis 的项目里,先升级
|
|
的那个可能写入本版没有的档位名,未升级的项目若判成未命中,两个版本就会
|
|
互相打对方的缓存。归因字段不该有能力废掉一条内容完好的响应。
|
|
"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
poisoned = dataclasses.asdict(_resp(content="from-a-newer-version"))
|
|
poisoned["applied_effort"] = "ultra"
|
|
poisoned.pop("structured_data", None)
|
|
await backend.set(key, json.dumps(poisoned), 3600)
|
|
terminal = _Terminal(_resp())
|
|
messages: list[str] = []
|
|
sink_id = logger.add(messages.append, level="WARNING")
|
|
try:
|
|
resp = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
finally:
|
|
logger.remove(sink_id)
|
|
assert terminal.calls == 0 and resp.cache_hit is True
|
|
assert resp.content == "from-a-newer-version"
|
|
assert resp.applied_effort is None
|
|
hits = [m for m in messages if "ultra" in m]
|
|
assert len(hits) == 1, f"域外档位必须单独告警一次,实得 {len(hits)} 条: {messages}"
|
|
assert "applied_effort" in hits[0]
|
|
assert [m for m in messages if "重建失败" in m] == []
|
|
|
|
async def test_legacy_entry_without_key_rehydrates_to_none(self):
|
|
"""升级前写入的条目没有该键,必须照常复活并落到默认 None。"""
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
legacy = dataclasses.asdict(_resp(content="legacy"))
|
|
legacy.pop("applied_effort")
|
|
legacy.pop("structured_data", None)
|
|
await backend.set(key, json.dumps(legacy), 3600)
|
|
terminal = _Terminal(_resp())
|
|
hit = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert hit.content == "legacy" and terminal.calls == 0
|
|
assert hit.applied_effort is None
|
|
|
|
|
|
class _BrokenBackend:
|
|
async def get(self, key):
|
|
raise ConnectionError("redis down")
|
|
|
|
async def set(self, key, value, ttl_s):
|
|
raise ConnectionError("redis down")
|
|
|
|
|
|
class TestDegradation:
|
|
async def test_backend_failure_degrades_silently(self):
|
|
mw = _mw(_BrokenBackend())
|
|
terminal = _Terminal(_resp())
|
|
resp = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert resp.content == "cached" and terminal.calls == 1 # 读写全降级,调用照常
|
|
|
|
async def test_corrupt_cache_value_treated_as_miss(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend)
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
await backend.set(key, "{not json", 3600)
|
|
terminal = _Terminal(_resp())
|
|
resp = await mw(ChatRequest(messages=_MSGS), terminal)
|
|
assert terminal.calls == 1 and resp.cache_hit is False
|
|
|
|
|
|
class _FakeStrategy:
|
|
"""fake StructuredOutputStrategy(T2 冻结的 Protocol,不依赖 T11)。"""
|
|
|
|
def request_overlay(self, schema):
|
|
return {}
|
|
|
|
def parse(self, text):
|
|
data = json.loads(text) # 简化: 直接 json.loads
|
|
if not isinstance(data, dict):
|
|
raise ResultInvalidError("非对象", raw_text=text)
|
|
return data
|
|
|
|
|
|
class _StrictModel:
|
|
"""鸭子型 pydantic 模型: model_validate 要求含 answer 键。"""
|
|
|
|
@classmethod
|
|
def model_validate(cls, data):
|
|
if "answer" not in data:
|
|
raise ValueError("missing answer")
|
|
return {"validated": data["answer"]}
|
|
|
|
|
|
class TestStructuredRehydration:
|
|
async def test_hit_rebuilds_structured_data(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend, strategy=_FakeStrategy())
|
|
terminal = _Terminal(_resp(content='{"answer": 42}'))
|
|
req = ChatRequest(messages=_MSGS, structured=_StrictModel)
|
|
await mw(req, terminal)
|
|
hit = await mw(req, terminal)
|
|
assert hit.cache_hit is True
|
|
assert hit.structured_data == {"validated": 42}
|
|
assert terminal.calls == 1
|
|
|
|
async def test_schema_change_revalidation_failure_falls_back_to_source(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend, strategy=_FakeStrategy())
|
|
terminal = _Terminal(_resp(content='{"other": 1}')) # 缓存内容不含 answer
|
|
await mw(ChatRequest(messages=_MSGS), terminal) # 无 structured 写入
|
|
# 换 schema 读: 重校验失败 → 按未命中回源
|
|
again = await mw(ChatRequest(messages=_MSGS, structured=_StrictModel), terminal)
|
|
assert terminal.calls == 2 and again.cache_hit is False
|
|
|
|
async def test_structured_data_not_serialized_into_cache(self):
|
|
backend = InMemoryCache()
|
|
mw = _mw(backend, strategy=_FakeStrategy())
|
|
terminal = _Terminal(
|
|
dataclasses.replace(_resp(content='{"answer": 1}'), structured_data={"x": object()})
|
|
)
|
|
await mw(ChatRequest(messages=_MSGS), terminal) # 不可 JSON 的 structured_data 不阻塞写缓存
|
|
key = build_cache_key("m", _MSGS, "proj", None)
|
|
raw = await backend.get(key)
|
|
assert raw is not None and "structured_data" not in json.loads(raw)
|
|
|
|
|
|
class TestTelemetryCapDoesNotPoisonTheCacheKey:
|
|
"""红线之一(issue #12): 遥测截断绝不能改到缓存 key。
|
|
|
|
`digest_messages` 对 content 非 list 的消息**原样透传同一个 dict 对象**
|
|
(本文件上方公式测试依赖的也是这份对象),遥测拿到的与算 key 用的是同一份。
|
|
就地截断会让同一组 messages 在遥测前后算出两个不同的 key——全量 miss、
|
|
且没有任何报错。故这里测的是"截断没有就地改掉调用方的对象",不只是
|
|
"截断函数是纯的"。
|
|
"""
|
|
|
|
class _Rows:
|
|
def __init__(self):
|
|
self.rows = []
|
|
|
|
async def record_llm_call(self, **fields):
|
|
self.rows.append(fields)
|
|
|
|
async def test_key_is_byte_identical_across_a_capped_emit(self):
|
|
messages = [
|
|
{"role": "user", "content": "合同正文" * 31},
|
|
{"role": "user", "content": [{"type": "text", "text": "标书正文" * 30}]},
|
|
]
|
|
before = build_cache_key("m", messages, "proj", None)
|
|
|
|
rec = self._Rows()
|
|
await TelemetryEmitter(rec, text_cap=8).emit_attempt(
|
|
request=ChatRequest(messages=messages),
|
|
source=SourceConfig(
|
|
name="s1",
|
|
provider="p",
|
|
base_url="https://gw.example/v1",
|
|
api_key="sk",
|
|
model="m",
|
|
timeout_s=10.0,
|
|
),
|
|
call_id="c",
|
|
latency_ms=1,
|
|
response=_resp(),
|
|
error=None,
|
|
reasoning_applies=True,
|
|
)
|
|
# 截断确实发生了(否则本用例恒真)
|
|
logged = json.loads(rec.rows[0]["messages"])
|
|
assert "(略 116 字)" in logged[0]["content"]
|
|
assert "(略 112 字)" in logged[1]["content"][0]["text"]
|
|
|
|
assert build_cache_key("m", messages, "proj", None) == before
|
|
|
|
|
|
class TestExplicitCacheMigration:
|
|
"""相同模型身份不代表相同推理策略，隔离必须由调用方显式选择。"""
|
|
|
|
def _client(self, cache, source, *, capabilities=None, registry=None):
|
|
import httpx
|
|
|
|
from polygateway.transports.openai_compat import OpenAICompatTransport
|
|
from tests.unit.test_client import _client, _sse
|
|
|
|
sent = []
|
|
|
|
def handler(request):
|
|
payload = json.loads(request.content)
|
|
sent.append(payload)
|
|
return _sse(json.dumps(payload, sort_keys=True))
|
|
|
|
transport = OpenAICompatTransport(
|
|
client_factory=lambda src: httpx.AsyncClient(transport=httpx.MockTransport(handler)),
|
|
capabilities=capabilities,
|
|
registry=registry,
|
|
)
|
|
client = _client(
|
|
sources=[source],
|
|
transport=transport,
|
|
cache=cache,
|
|
cache_namespace="tenant-a",
|
|
cache_ttl_s=60,
|
|
)
|
|
return client, transport, sent
|
|
|
|
@pytest.mark.parametrize("isolation", ["namespace", "salt"])
|
|
@pytest.mark.parametrize("change", ["capability", "fallback"])
|
|
async def test_capability_change_requires_explicit_identity(self, isolation, change):
|
|
from polygateway.client import build_model_fingerprint
|
|
from polygateway.errors import RequestRejectedError
|
|
from polygateway.thinking import ThinkingCapability
|
|
from tests.unit.test_client import _source
|
|
|
|
cache = InMemoryCache()
|
|
source = _source(provider="openai", model="migration-model")
|
|
if change == "capability":
|
|
old_cap = ThinkingCapability((Effort.AUTO, Effort.HIGH), "本地旧声明")
|
|
new_cap = ThinkingCapability((Effort.HIGH,), "本地新声明")
|
|
tier = Effort.AUTO
|
|
new_source = source
|
|
else:
|
|
old_cap = new_cap = ThinkingCapability((Effort.LOW, Effort.HIGH), "本地映射声明")
|
|
source = dataclasses.replace(source, effort_fallback="nearest")
|
|
new_source = dataclasses.replace(source, effort_fallback="error")
|
|
tier = Effort.MEDIUM
|
|
assert build_model_fingerprint([source]) == build_model_fingerprint([new_source])
|
|
old, old_transport, old_sent = self._client(
|
|
cache, source, capabilities={source.model: old_cap}
|
|
)
|
|
new, new_transport, new_sent = self._client(
|
|
cache, new_source, capabilities={source.model: new_cap}
|
|
)
|
|
identity = (
|
|
{"cache_namespace": "tenant-a:migrated"}
|
|
if isolation == "namespace"
|
|
else {"cache_salt": "migrated"}
|
|
)
|
|
try:
|
|
original = await old.chat(_MSGS, reasoning_effort=tier)
|
|
replay = await new.chat(_MSGS, reasoning_effort=tier)
|
|
assert replay.cache_hit and replay.content == original.content
|
|
assert len(old_sent) == 1 and not new_sent
|
|
with pytest.raises(RequestRejectedError):
|
|
await new.chat(_MSGS, reasoning_effort=tier, **identity)
|
|
assert not new_sent
|
|
assert (await old.chat(_MSGS, reasoning_effort=tier)).cache_hit
|
|
finally:
|
|
await old_transport.aclose()
|
|
await new_transport.aclose()
|
|
|
|
@pytest.mark.parametrize("isolation", ["namespace", "salt"])
|
|
async def test_custom_wire_change_requires_explicit_identity(self, isolation):
|
|
from polygateway.client import build_model_fingerprint
|
|
from polygateway.providers import ProviderProfile, ThinkingWire
|
|
from polygateway.thinking import ThinkingCapability
|
|
from tests.unit.test_client import _source
|
|
|
|
source = _source(provider="custom", model="migration-model")
|
|
caps = {source.model: ThinkingCapability((Effort.HIGH,), "本地声明")}
|
|
|
|
def profile(key):
|
|
return {
|
|
"custom": ProviderProfile(
|
|
name="custom",
|
|
thinking=ThinkingWire(off=None, on_base={}, effort_key=key),
|
|
strip_think_tags=False,
|
|
)
|
|
}
|
|
|
|
cache = InMemoryCache()
|
|
old, t1, sent1 = self._client(cache, source, capabilities=caps, registry=profile("depth_a"))
|
|
new, t2, sent2 = self._client(cache, source, capabilities=caps, registry=profile("depth_b"))
|
|
assert build_model_fingerprint(old._terminal._sources) == build_model_fingerprint(
|
|
new._terminal._sources
|
|
)
|
|
identity = (
|
|
{"cache_namespace": "tenant-a:migrated"}
|
|
if isolation == "namespace"
|
|
else {"cache_salt": "migrated"}
|
|
)
|
|
try:
|
|
original = await old.chat(_MSGS, reasoning_effort=Effort.HIGH)
|
|
assert (await new.chat(_MSGS, reasoning_effort=Effort.HIGH)).cache_hit
|
|
migrated = await new.chat(_MSGS, reasoning_effort=Effort.HIGH, **identity)
|
|
assert not migrated.cache_hit and migrated.content != original.content
|
|
assert len(sent1) == len(sent2) == 1
|
|
assert sent2[0]["depth_b"] == "high" and "depth_a" not in sent2[0]
|
|
assert (await old.chat(_MSGS, reasoning_effort=Effort.HIGH)).content == original.content
|
|
finally:
|
|
await t1.aclose()
|
|
await t2.aclose()
|
|
|
|
@pytest.mark.parametrize("isolation", ["namespace", "salt"])
|
|
async def test_legacy_raw_override_requires_explicit_identity(self, isolation):
|
|
from polygateway.client import build_model_fingerprint
|
|
from polygateway.errors import RequestRejectedError
|
|
from tests.unit.test_client import _source
|
|
|
|
source = _source(
|
|
provider="openai", reasoning_effort="high", extra_body={"reasoning_effort": "low"}
|
|
)
|
|
cache = InMemoryCache()
|
|
key = build_cache_key(build_model_fingerprint([source]), _MSGS, "tenant-a", None)
|
|
legacy = dataclasses.asdict(_resp(content="legacy-raw-low", applied_effort=Effort.HIGH))
|
|
legacy.pop("structured_data", None)
|
|
await cache.set(key, json.dumps(legacy), 60)
|
|
client, transport, sent = self._client(cache, source)
|
|
identity = (
|
|
{"cache_namespace": "tenant-a:migrated"}
|
|
if isolation == "namespace"
|
|
else {"cache_salt": "migrated"}
|
|
)
|
|
try:
|
|
assert (await client.chat(_MSGS)).content == "legacy-raw-low"
|
|
with pytest.raises(RequestRejectedError, match="冲突"):
|
|
await client.chat(_MSGS, **identity)
|
|
assert sent == []
|
|
assert await cache.get(key) is not None
|
|
finally:
|
|
await transport.aclose()
|
|
|
|
async def test_per_call_namespace_survives_a_changed_factory_default(self):
|
|
from polygateway import GatewayClient, GatewaySettings
|
|
from tests.unit.test_client import _ENV, _source
|
|
|
|
cache = InMemoryCache()
|
|
source = _source()
|
|
old, transport, sent = self._client(cache, source)
|
|
try:
|
|
await old.chat(_MSGS, cache_namespace="tenant-a")
|
|
# 工厂路径和全量注入配置同模型身份；只改默认不能改变显式租户覆盖。
|
|
settings = GatewaySettings.from_env(
|
|
env={
|
|
**_ENV,
|
|
"PGW_CACHE_BACKEND": "memory",
|
|
"PGW_CACHE_NAMESPACE": "changed-default",
|
|
"PGW_CACHE_TTL_S": "60",
|
|
}
|
|
)
|
|
new = GatewayClient.from_settings(settings, cache=cache)
|
|
try:
|
|
assert (await new.chat(_MSGS, cache_namespace="tenant-a")).cache_hit
|
|
assert len(sent) == 1
|
|
finally:
|
|
await new.aclose()
|
|
finally:
|
|
await transport.aclose()
|
|
|
|
async def test_shared_source_pool_migration_preserves_tenant_boundaries(self):
|
|
import httpx
|
|
|
|
from polygateway.errors import RequestRejectedError
|
|
from polygateway.thinking import ThinkingCapability
|
|
from polygateway.transports.openai_compat import OpenAICompatTransport
|
|
from tests.unit.test_client import _client, _source, _sse
|
|
|
|
sources = [
|
|
_source(name=name, provider="openai", model="shared-model") for name in ("a", "b")
|
|
]
|
|
cache = InMemoryCache()
|
|
sent = []
|
|
|
|
def handler(request):
|
|
sent.append(request)
|
|
return _sse()
|
|
|
|
transports = [
|
|
OpenAICompatTransport(
|
|
client_factory=lambda src: httpx.AsyncClient(
|
|
transport=httpx.MockTransport(handler)
|
|
),
|
|
capabilities={"shared-model": ThinkingCapability(choices, "本地声明")},
|
|
)
|
|
for choices in ((Effort.AUTO, Effort.HIGH), (Effort.HIGH,))
|
|
]
|
|
clients = [
|
|
_client(
|
|
sources=sources, transport=t, cache=cache, cache_namespace="default", cache_ttl_s=60
|
|
)
|
|
for t in transports
|
|
]
|
|
try:
|
|
for tenant in ("tenant-a", "tenant-b"):
|
|
await clients[0].chat(_MSGS, reasoning_effort="auto", cache_namespace=tenant)
|
|
assert (
|
|
await clients[1].chat(_MSGS, reasoning_effort="auto", cache_namespace=tenant)
|
|
).cache_hit
|
|
with pytest.raises(RequestRejectedError):
|
|
await clients[1].chat(
|
|
_MSGS, reasoning_effort="auto", cache_namespace=tenant + ":new"
|
|
)
|
|
assert len(sent) == 2
|
|
for tenant in ("tenant-a", "tenant-b"):
|
|
assert (
|
|
await clients[0].chat(_MSGS, reasoning_effort="auto", cache_namespace=tenant)
|
|
).cache_hit
|
|
finally:
|
|
for transport in transports:
|
|
await transport.aclose()
|