|
| 1 | +from unittest.mock import AsyncMock |
| 2 | + |
| 3 | +import pytest |
| 4 | + |
| 5 | +from litellm.proxy.route_llm_request import _get_available_fallback_request |
| 6 | + |
| 7 | + |
| 8 | +class _ListFallbackRouter: |
| 9 | + max_fallbacks = 5 |
| 10 | + model_group_alias = {} |
| 11 | + |
| 12 | + def __init__(self, fallbacks, healthy_models): |
| 13 | + self.fallbacks = fallbacks |
| 14 | + self.healthy_models = set(healthy_models) |
| 15 | + self.model_list = [ |
| 16 | + {"model_info": {"id": "primary-deployment"}}, |
| 17 | + {"model_info": {"id": "first-deployment"}}, |
| 18 | + {"model_info": {"id": "second-deployment"}}, |
| 19 | + {"model_info": {"id": "later-deployment"}}, |
| 20 | + ] |
| 21 | + self.async_pre_routing_hook = AsyncMock(return_value=None) |
| 22 | + |
| 23 | + async def async_get_healthy_deployments(self, *, model, **kwargs): |
| 24 | + if model not in self.healthy_models: |
| 25 | + return [] |
| 26 | + deployment_id = { |
| 27 | + "first-model": "first-deployment", |
| 28 | + "second-model": "second-deployment", |
| 29 | + "later-model": "later-deployment", |
| 30 | + }[model] |
| 31 | + return [{"model_info": {"id": deployment_id}}] |
| 32 | + |
| 33 | + |
| 34 | +@pytest.mark.asyncio |
| 35 | +async def test_list_valued_direct_fallback_uses_first_healthy_candidate(): |
| 36 | + router = _ListFallbackRouter( |
| 37 | + fallbacks=[{"model": ["first-model", "second-model"], "temperature": 0.2}], |
| 38 | + healthy_models={"second-model"}, |
| 39 | + ) |
| 40 | + |
| 41 | + request = await _get_available_fallback_request( |
| 42 | + llm_router=router, |
| 43 | + model_name="blocked-model", |
| 44 | + team_id=None, |
| 45 | + request_data={"messages": [{"role": "user", "content": "hello"}]}, |
| 46 | + ) |
| 47 | + |
| 48 | + assert request is not None |
| 49 | + assert request["model"] == "second-model" |
| 50 | + assert request["temperature"] == 0.2 |
| 51 | + assert request["fallbacks"] == [] |
| 52 | + assert [call.kwargs["model"] for call in router.async_pre_routing_hook.await_args_list] == [ |
| 53 | + "first-model", |
| 54 | + "second-model", |
| 55 | + ] |
| 56 | + |
| 57 | + |
| 58 | +@pytest.mark.asyncio |
| 59 | +async def test_list_valued_direct_fallback_preserves_remaining_candidates_in_trusted_tail(): |
| 60 | + router = _ListFallbackRouter( |
| 61 | + fallbacks=[ |
| 62 | + {"model": ["first-model", "second-model"], "temperature": 0.2}, |
| 63 | + "later-model", |
| 64 | + ], |
| 65 | + healthy_models={"first-model", "second-model", "later-model"}, |
| 66 | + ) |
| 67 | + |
| 68 | + request = await _get_available_fallback_request( |
| 69 | + llm_router=router, |
| 70 | + model_name="blocked-model", |
| 71 | + team_id=None, |
| 72 | + request_data={"messages": [{"role": "user", "content": "hello"}]}, |
| 73 | + ) |
| 74 | + |
| 75 | + assert request is not None |
| 76 | + assert request["model"] == "first-model" |
| 77 | + assert request["fallbacks"] == [ |
| 78 | + {"model": "second-model", "temperature": 0.2}, |
| 79 | + "later-model", |
| 80 | + ] |
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