File size: 1,560 Bytes
88e3f4a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | import pytest
from omniff.models.base import OmniModel
from omniff.plugins import ModelPlugin, PluginRegistry
class DummyModel(OmniModel):
def __init__(self, model_id="dummy", device="cpu"):
self.model_id = model_id
self.device = device
self._loaded = False
@property
def is_loaded(self):
return self._loaded
def load(self):
self._loaded = True
def unload(self):
self._loaded = False
def infer(self, inputs):
return {"text": "dummy"}
def test_register_and_get():
reg = PluginRegistry()
plugin = ModelPlugin("test", DummyModel, "TEXT_SIMPLE")
reg.register(plugin)
assert reg.has("test")
assert reg.get("test") is plugin
def test_get_missing():
reg = PluginRegistry()
with pytest.raises(KeyError, match="not registered"):
reg.get("nope")
def test_list_plugins():
reg = PluginRegistry()
reg.register(ModelPlugin("a", DummyModel, "TEXT_SIMPLE"))
reg.register(ModelPlugin("b", DummyModel, "IMAGE_CAPTION"))
assert sorted(reg.list()) == ["a", "b"]
def test_create_model():
reg = PluginRegistry()
reg.register(ModelPlugin("test", DummyModel, "TEXT_SIMPLE", {"model_id": "default"}))
model = reg.create_model("test")
assert model.model_id == "default"
def test_create_model_with_overrides():
reg = PluginRegistry()
reg.register(ModelPlugin("test", DummyModel, "TEXT_SIMPLE", {"model_id": "default"}))
model = reg.create_model("test", model_id="custom")
assert model.model_id == "custom"
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