import pytest from agent.dashboard.options import SUPPORTED_MODELS from agent.utils.model import ( fallback_model_id_for, fireworks_reasoning_effort_for, provider_model_kwargs, ) def test_fireworks_reasoning_effort_maps_effort() -> None: for effort in ("none", "low", "medium", "high", "xhigh", "max"): assert fireworks_reasoning_effort_for(effort) == effort assert fireworks_reasoning_effort_for("bogus") is None assert fireworks_reasoning_effort_for(None) is None def test_provider_model_kwargs_for_fireworks() -> None: kwargs = provider_model_kwargs( "fireworks:accounts/fireworks/models/kimi-k2p7-code", "high", max_tokens=16_000, ) assert kwargs["max_tokens"] == 16_000 assert kwargs["model_kwargs"] == {"reasoning_effort": "high"} def test_kimi_k2p7_is_supported() -> None: kimi_k2p7 = next( (m for m in SUPPORTED_MODELS if m["id"].endswith("kimi-k2p7-code")), None, ) assert kimi_k2p7 is not None assert kimi_k2p7["efforts"] == ["low", "medium", "high"] assert "none" not in kimi_k2p7["efforts"] assert kimi_k2p7["default_effort"] == "high" kwargs = provider_model_kwargs(kimi_k2p7["id"], "high", max_tokens=16_000) assert kwargs["model_kwargs"] == {"reasoning_effort": "high"} def test_provider_model_kwargs_for_fireworks_none_disables_reasoning() -> None: kwargs = provider_model_kwargs( "fireworks:accounts/fireworks/models/deepseek-v4-pro", "none", max_tokens=16_000, ) assert kwargs["model_kwargs"] == {"reasoning_effort": "none"} def test_provider_model_kwargs_for_fireworks_unknown_effort_omits_reasoning() -> None: kwargs = provider_model_kwargs( "fireworks:accounts/fireworks/models/glm-5p1", "bogus", max_tokens=16_000, ) assert "model_kwargs" not in kwargs def test_fireworks_has_no_cross_provider_fallback() -> None: assert fallback_model_id_for("fireworks:accounts/fireworks/models/deepseek-v4-pro") is None @pytest.mark.parametrize( ("model_id", "effort"), [(m["id"], effort) for m in SUPPORTED_MODELS for effort in m["efforts"]], ) def test_every_supported_effort_translates_to_a_reasoning_kwarg(model_id: str, effort: str) -> None: """Each effort surfaced in the UI must map to a provider reasoning param.""" kwargs = provider_model_kwargs(model_id, effort, max_tokens=16_000) assert set(kwargs) - {"max_tokens"}, ( f"{model_id} effort {effort!r} did not produce a reasoning kwarg" )