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236 lines
7.9 KiB
Python
236 lines
7.9 KiB
Python
"""Tests for application/core/model_settings.py.
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The provider-specific load logic that used to live in private
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``_add_<X>_models`` methods now lives in plugin classes under
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``application/llm/providers/`` and YAML catalogs under
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``application/core/models/``. End-to-end coverage of the registry +
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plugin pipeline is in ``tests/core/test_model_registry_yaml.py``.
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This file covers the data classes (``AvailableModel``,
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``ModelCapabilities``, ``ModelProvider``) and the singleton/lookup
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contract on ``ModelRegistry``.
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"""
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from unittest.mock import patch
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import pytest
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from application.core.model_settings import (
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AvailableModel,
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ModelCapabilities,
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ModelProvider,
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ModelRegistry,
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)
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class TestModelProvider:
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@pytest.mark.unit
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def test_all_providers_exist(self):
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assert ModelProvider.OPENAI == "openai"
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assert ModelProvider.ANTHROPIC == "anthropic"
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assert ModelProvider.GOOGLE == "google"
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assert ModelProvider.GROQ == "groq"
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assert ModelProvider.DOCSGPT == "docsgpt"
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assert ModelProvider.HUGGINGFACE == "huggingface"
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assert ModelProvider.NOVITA == "novita"
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assert ModelProvider.OPENROUTER == "openrouter"
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assert ModelProvider.SAGEMAKER == "sagemaker"
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assert ModelProvider.PREMAI == "premai"
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assert ModelProvider.LLAMA_CPP == "llama.cpp"
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class TestModelCapabilities:
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@pytest.mark.unit
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def test_defaults(self):
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caps = ModelCapabilities()
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assert caps.supports_tools is False
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assert caps.supports_structured_output is False
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assert caps.supports_streaming is True
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assert caps.supported_attachment_types == []
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assert caps.context_window == 128000
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assert caps.input_cost_per_token is None
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assert caps.output_cost_per_token is None
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@pytest.mark.unit
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def test_custom_values(self):
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caps = ModelCapabilities(
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supports_tools=True,
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supports_structured_output=True,
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context_window=32000,
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input_cost_per_token=0.001,
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)
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assert caps.supports_tools is True
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assert caps.context_window == 32000
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class TestAvailableModel:
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@pytest.mark.unit
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def test_to_dict_basic(self):
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model = AvailableModel(
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id="gpt-4",
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provider=ModelProvider.OPENAI,
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display_name="GPT-4",
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description="OpenAI GPT-4",
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)
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d = model.to_dict()
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assert d["id"] == "gpt-4"
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assert d["provider"] == "openai"
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assert d["display_name"] == "GPT-4"
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assert d["enabled"] is True
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assert "base_url" not in d
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@pytest.mark.unit
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def test_to_dict_with_base_url(self):
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model = AvailableModel(
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id="local-model",
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provider=ModelProvider.OPENAI,
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display_name="Local",
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base_url="http://localhost:11434/v1",
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)
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d = model.to_dict()
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assert d["base_url"] == "http://localhost:11434/v1"
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@pytest.mark.unit
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def test_to_dict_includes_capabilities(self):
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caps = ModelCapabilities(
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supports_tools=True,
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supports_structured_output=True,
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context_window=200000,
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supported_attachment_types=["image/png"],
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)
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model = AvailableModel(
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id="m",
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provider=ModelProvider.OPENAI,
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display_name="M",
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capabilities=caps,
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)
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d = model.to_dict()
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assert d["supports_tools"] is True
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assert d["supports_structured_output"] is True
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assert d["context_window"] == 200000
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assert d["supported_attachment_types"] == ["image/png"]
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@pytest.mark.unit
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def test_to_dict_disabled_model(self):
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model = AvailableModel(
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id="disabled",
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provider=ModelProvider.OPENAI,
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display_name="Disabled",
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enabled=False,
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)
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d = model.to_dict()
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assert d["enabled"] is False
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@pytest.mark.unit
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def test_api_key_field_never_serialized(self):
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"""Forward-compat hook: AvailableModel.api_key (reserved for the
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future end-user BYOM phase) must never leak into the wire format."""
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model = AvailableModel(
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id="byom",
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provider=ModelProvider.OPENAI,
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display_name="BYOM",
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api_key="secret-key-do-not-leak",
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)
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d = model.to_dict()
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assert "api_key" not in d
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for v in d.values():
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assert v != "secret-key-do-not-leak"
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class TestModelRegistryPublicAPI:
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"""Covers the public lookup contract. Loading behavior is exercised
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end-to-end in tests/core/test_model_registry_yaml.py."""
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@pytest.fixture(autouse=True)
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def _reset_singleton(self):
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ModelRegistry.reset()
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yield
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ModelRegistry.reset()
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@pytest.mark.unit
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def test_singleton(self):
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with patch.object(ModelRegistry, "_load_models"):
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r1 = ModelRegistry()
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r2 = ModelRegistry()
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assert r1 is r2
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@pytest.mark.unit
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def test_get_instance(self):
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with patch.object(ModelRegistry, "_load_models"):
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r = ModelRegistry.get_instance()
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assert isinstance(r, ModelRegistry)
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@pytest.mark.unit
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def test_get_model(self):
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with patch.object(ModelRegistry, "_load_models"):
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reg = ModelRegistry()
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model = AvailableModel(
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id="test", provider=ModelProvider.OPENAI, display_name="Test"
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)
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reg.models["test"] = model
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assert reg.get_model("test") is model
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assert reg.get_model("nonexistent") is None
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@pytest.mark.unit
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def test_get_all_models(self):
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with patch.object(ModelRegistry, "_load_models"):
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reg = ModelRegistry()
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reg.models["m1"] = AvailableModel(
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id="m1", provider=ModelProvider.OPENAI, display_name="M1"
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)
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reg.models["m2"] = AvailableModel(
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id="m2", provider=ModelProvider.ANTHROPIC, display_name="M2"
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)
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assert len(reg.get_all_models()) == 2
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@pytest.mark.unit
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def test_get_enabled_models(self):
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with patch.object(ModelRegistry, "_load_models"):
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reg = ModelRegistry()
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reg.models["m1"] = AvailableModel(
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id="m1",
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provider=ModelProvider.OPENAI,
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display_name="M1",
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enabled=True,
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)
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reg.models["m2"] = AvailableModel(
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id="m2",
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provider=ModelProvider.OPENAI,
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display_name="M2",
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enabled=False,
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)
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enabled = reg.get_enabled_models()
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assert len(enabled) == 1
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assert enabled[0].id == "m1"
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@pytest.mark.unit
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def test_model_exists(self):
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with patch.object(ModelRegistry, "_load_models"):
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reg = ModelRegistry()
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reg.models["m1"] = AvailableModel(
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id="m1", provider=ModelProvider.OPENAI, display_name="M1"
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)
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assert reg.model_exists("m1") is True
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assert reg.model_exists("m2") is False
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@pytest.mark.unit
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def test_lookups_accept_user_id_kwarg(self):
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"""Reserved for the future end-user BYOM phase. Currently ignored."""
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with patch.object(ModelRegistry, "_load_models"):
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reg = ModelRegistry()
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reg.models["m1"] = AvailableModel(
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id="m1", provider=ModelProvider.OPENAI, display_name="M1"
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)
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assert reg.get_model("m1", user_id="alice") is not None
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assert reg.model_exists("m1", user_id="alice") is True
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assert len(reg.get_all_models(user_id="alice")) == 1
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assert len(reg.get_enabled_models(user_id="alice")) == 1
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@pytest.mark.unit
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def test_reset(self):
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with patch.object(ModelRegistry, "_load_models"):
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r1 = ModelRegistry()
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ModelRegistry.reset()
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r2 = ModelRegistry()
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assert r1 is not r2
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