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test: add test for NVIDIAModelComponent component #6623

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49 changes: 49 additions & 0 deletions src/backend/tests/unit/components/models/test_nvidia_component.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
import pytest
from langflow.components.models import NVIDIAModelComponent

from tests.base import ComponentTestBaseWithClient


@pytest.mark.usefixtures("client")
class TestNVIDIAModelComponent(ComponentTestBaseWithClient):
@pytest.fixture
def component_class(self):
return NVIDIAModelComponent

@pytest.fixture
def default_kwargs(self):
return {
"max_tokens": 50,
"model_name": "nvidia_model",
"base_url": "https://integrate.api.nvidia.com/v1",
"tool_model_enabled": False,
"api_key": "NVIDIA_API_KEY",
"temperature": 0.5,
"seed": 1,
}

@pytest.fixture
def file_names_mapping(self):
return [
{"version": "1.0.0", "module": "models", "file_name": "NVIDIAModelComponent"},
]

async def test_get_models_with_tool_model_enabled(self, component_class, default_kwargs):
component = component_class(**default_kwargs)
component.tool_model_enabled = True
models = component.get_models(tool_model_enabled=True)
assert isinstance(models, list)
assert all(isinstance(model, str) for model in models)

async def test_update_build_config(self, component_class, default_kwargs):
component = component_class(**default_kwargs)
build_config = {}
updated_config = component.update_build_config(build_config, "https://new.api.nvidia.com/v1", "base_url")
assert "model_name" in updated_config
assert updated_config["model_name"]["options"] is not None

async def test_build_model(self, component_class, default_kwargs):
component = component_class(**default_kwargs)
model = component.build_model()
assert model is not None
assert hasattr(model, "generate") # Assuming the model has a generate method
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