"""
-------------------------------------------------------------------------
This file is part of the MindStudio project.
Copyright (c) 2025 Huawei Technologies Co.,Ltd.
MindStudio is licensed under Mulan PSL v2.
You can use this software according to the terms and conditions of the Mulan PSL v2.
You may obtain a copy of Mulan PSL v2 at:
http://license.coscl.org.cn/MulanPSL2
THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND,
EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,
MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.
See the Mulan PSL v2 for more details.
-------------------------------------------------------------------------
"""
from pathlib import Path
from unittest.mock import Mock, patch
from importlib.metadata import EntryPoints, EntryPoint
import pytest
from msmodelslim.model.plugin_factory import PluginModelFactory, DEFAULT
from msmodelslim.model.plugin_factory.loader_interface import AdapterLoaderInterface
from msmodelslim.utils.exception import UnsupportedError, VersionError
class DummyAdapter:
def __init__(self, model_type, model_path, trust_remote_code):
self.model_type = model_type
self.model_path = model_path
self.trust_remote_code = trust_remote_code
def make_entry_point(name):
ep = Mock(spec=EntryPoint)
ep.name = name
ep.load.return_value = DummyAdapter
return ep
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.DependencyChecker.check_plugin")
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.DependencyChecker.set_plugin")
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.entry_points")
def test_create_valid_model(
mock_plugin_entry_points, mock_set_plugin, mock_check_plugin):
mock_check_plugin.return_value = None
PluginModelFactory._model_map = None
ep = make_entry_point("deepseek")
eps = EntryPoints([ep])
mock_plugin_entry_points.return_value.select.return_value = eps
model = PluginModelFactory().create("deepseek", Path("/tmp/path"))
ep.load.assert_called_once()
mock_set_plugin.assert_called_once()
mock_check_plugin.assert_called_once()
assert isinstance(model, DummyAdapter)
assert model.model_type == "deepseek"
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.entry_points")
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.get_logger")
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.DependencyChecker.check_plugin")
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.DependencyChecker.set_plugin")
def test_create_fallback_default(
mock_set_plugin, mock_check_plugin, mock_logger,
mock_adapter_entry_points):
PluginModelFactory._model_map = None
ep_default = make_entry_point(DEFAULT)
eps = EntryPoints([ep_default])
mock_adapter_entry_points.return_value.select.return_value = eps
mock_check_plugin.return_value = None
model = PluginModelFactory().create("not_exist", Path("/tmp/path"))
mock_logger().warning.assert_called_once()
mock_set_plugin.assert_called_once()
assert model.model_type == "not_exist"
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.entry_points")
def test_no_adapter_registered_should_raise(mock_entry_points):
PluginModelFactory._model_map = None
eps = EntryPoints([])
mock_entry_points.return_value.select.return_value = eps
with pytest.raises(UnsupportedError):
PluginModelFactory().create("not_exist", Path("/tmp/path"))
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.DependencyChecker.check_plugin")
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.entry_points")
def test_adapter_entrypoint_should_load_before_dependency_check(
mock_adapter_entry_points, mock_check_plugin):
PluginModelFactory._model_map = None
ep_adapter = make_entry_point("deepseek")
mock_adapter_entry_points.return_value.select.return_value = EntryPoints([ep_adapter])
mock_check_plugin.side_effect = VersionError("dependency mismatch")
with pytest.raises(VersionError):
PluginModelFactory().create("deepseek", Path("/tmp/path"))
ep_adapter.load.assert_called_once()
@patch("msmodelslim.model.plugin_factory.plugin_model_factory.entry_points")
def test_create_loader_entrypoint_should_use_loader_flow(mock_adapter_entry_points):
PluginModelFactory._model_map = None
class DummyLoader(AdapterLoaderInterface):
def precheck(self, model_type: str, model_path: Path) -> None:
return None
def load(self, model_type: str, model_path: Path, trust_remote_code: bool = False):
return DummyAdapter(model_type, model_path, trust_remote_code)
ep_loader = Mock(spec=EntryPoint)
ep_loader.name = "loader-model"
ep_loader.load.return_value = DummyLoader
mock_adapter_entry_points.return_value.select.return_value = EntryPoints([ep_loader])
model = PluginModelFactory().create("loader-model", Path("/tmp/path"))
assert isinstance(model, DummyAdapter)
assert model.model_type == "loader-model"