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test(proxy): type the probe tests and route real requests where no call count is asserted
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1 changed files with 36 additions and 35 deletions
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@ -3066,10 +3066,8 @@ def test_fallback_probe_skips_only_a_loaded_model_that_refuses_the_route() -> No
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@pytest.mark.asyncio
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async def test_route_request_without_a_model_sends_to_the_team_deployment_by_its_public_name():
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import litellm
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router = litellm.Router(
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async def test_route_request_without_a_model_sends_to_the_team_deployment_by_its_public_name() -> None:
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router: Final = litellm.Router(
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model_list=[
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{
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"model_name": "internal-team-gpt",
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@ -3078,27 +3076,26 @@ async def test_route_request_without_a_model_sends_to_the_team_deployment_by_its
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}
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]
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)
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data = {
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data: Final[dict[str, object]] = {
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"model": None,
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"messages": [{"role": "user", "content": "hi"}],
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"metadata": {"user_api_key_team_id": "team-a"},
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}
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llm_call = await route_request(data=data, llm_router=router, user_model=None, route_type="acompletion")
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response = await llm_call
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llm_call: Final = await route_request(data=data, llm_router=router, user_model=None, route_type="acompletion")
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response: Final = await llm_call
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assert response.choices[0].message.content == "from-team"
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assert data["model"] == "team-gpt"
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@pytest.mark.asyncio
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async def test_route_request_read_through_sends_through_the_router_it_built(monkeypatch):
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async def test_route_request_read_through_sends_through_the_router_it_built(monkeypatch: pytest.MonkeyPatch) -> None:
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"""With no router loaded yet, a model the read-through finds is sent through the router the read-through built."""
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import litellm
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from litellm.proxy import proxy_server
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model_name = "e2e-first-db-model"
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built_router = litellm.Router(
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model_name: Final = "e2e-first-db-model"
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built_router: Final = litellm.Router(
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model_list=[
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{
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"model_name": model_name,
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@ -3115,18 +3112,18 @@ async def test_route_request_read_through_sends_through_the_router_it_built(monk
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monkeypatch.setattr(proxy_server, "store_model_in_db", True)
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monkeypatch.setattr(proxy_server, "llm_router", None)
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async def build_router_from_db(prisma_client, proxy_logging_obj):
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async def build_router_from_db(prisma_client: object, proxy_logging_obj: object) -> None:
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monkeypatch.setattr(proxy_server, "llm_router", built_router)
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monkeypatch.setattr(proxy_server.proxy_config, "add_deployment", build_router_from_db)
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llm_call = await route_request(
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llm_call: Final = await route_request(
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data={"model": model_name, "messages": [{"role": "user", "content": "hi"}]},
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llm_router=None,
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user_model=None,
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route_type="acompletion",
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)
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response = await llm_call
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response: Final = await llm_call
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assert response.choices[0].message.content == "hello-from-new-router"
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@ -3137,35 +3134,42 @@ def _probe(llm_router: litellm.Router | None = None) -> UnroutableModelProbe:
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)
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def _gpt_4o_router() -> litellm.Router:
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return litellm.Router(
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model_list=[{"model_name": "gpt-4o", "litellm_params": {"model": "openai/gpt-4o", "api_key": "fake"}}]
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)
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@pytest.mark.asyncio
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@pytest.mark.parametrize(
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("routing_error", "refused"),
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("request_body", "refused"),
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[
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pytest.param(ProxyModelNotFoundError(route="/chat/completions", model_name="typo"), True, id="model-not-found"),
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pytest.param(HTTPException(status_code=403, detail="model blocked for this key"), False, id="blocked-model"),
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pytest.param(ValueError("malformed body"), False, id="other-error"),
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pytest.param({}, True, id="model-not-found"),
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pytest.param({"router_settings_override": "not-an-object"}, False, id="malformed-override"),
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pytest.param({"mock_testing_fallbacks": True}, False, id="mock-params-disabled"),
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],
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)
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async def test_unroutable_model_probe_refuses_only_a_model_not_found(monkeypatch, routing_error, refused):
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async def failing_route_request(**kwargs):
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raise routing_error
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async def test_unroutable_model_probe_refuses_only_a_model_not_found(
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request_body: dict[str, object], refused: bool
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) -> None:
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probe: Final = _probe(_gpt_4o_router())
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request: Final = {"model": "typo", "messages": [{"role": "user", "content": "hi"}], **request_body}
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monkeypatch.setattr("litellm.proxy.route_llm_request.route_request", failing_route_request)
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probe: Final = _probe()
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assert await probe.refuses({"model": "typo"}) is refused
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assert probe.refusal is (routing_error if refused else None)
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assert await probe.refuses(request) is refused
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assert isinstance(probe.refusal, ProxyModelNotFoundError) is refused
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@pytest.mark.asyncio
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async def test_unroutable_model_probe_closes_the_call_and_routes_each_model_once(monkeypatch):
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routed: Final[list[str]] = []
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async def test_unroutable_model_probe_closes_the_call_and_routes_each_model_once(
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monkeypatch: pytest.MonkeyPatch,
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) -> None:
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routed: Final[list[object]] = []
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calls: Final[list[Coroutine[object, object, None]]] = []
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async def provider_call() -> None:
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return None
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async def routing_route_request(*, data, **kwargs):
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async def routing_route_request(*, data: dict[str, object], **_: object) -> Coroutine[object, object, None]:
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routed.append(data["model"])
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data["model"] = "rewritten-by-routing"
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calls.append(provider_call())
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@ -3185,16 +3189,13 @@ async def test_unroutable_model_probe_closes_the_call_and_routes_each_model_once
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@pytest.mark.parametrize("model", ["gpt-4o", "a2a/support-agent"])
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async def test_unroutable_model_probe_does_not_route_a_loaded_model_or_an_agent(
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monkeypatch: pytest.MonkeyPatch, model: str
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):
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) -> None:
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routed: Final[list[object]] = []
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async def recording_route_request(*, data, **kwargs):
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async def recording_route_request(*, data: dict[str, object], **_: object) -> None:
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routed.append(data["model"])
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monkeypatch.setattr("litellm.proxy.route_llm_request.route_request", recording_route_request)
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router: Final = litellm.Router(
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model_list=[{"model_name": "gpt-4o", "litellm_params": {"model": "openai/gpt-4o", "api_key": "fake"}}]
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)
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assert await _probe(router).refuses({"model": model}) is False
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assert await _probe(_gpt_4o_router()).refuses({"model": model}) is False
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assert routed == []
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