""" Unit tests for ModelManager in provider/modelmgr. Tests model configuration management, requester selection, provider loading, and error handling without calling real LLM APIs. """ from __future__ import annotations import pytest from unittest.mock import Mock from langbot.pkg.provider.modelmgr.modelmgr import ModelManager from langbot.pkg.provider.modelmgr import requester from langbot.pkg.entity.persistence import model as persistence_model from langbot.pkg.entity.errors import provider as provider_errors from langbot.pkg.provider.modelmgr import token from tests.unit_tests.provider.conftest import _make_mock_result, _make_row_mock # ============================================================================ # ModelManager Initialization Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_initialize_with_fake_requesters(fake_requester_registry): """Test ModelManager initializes with fake requester registry.""" model_mgr = fake_requester_registry await model_mgr.initialize() assert 'fake-requester' in model_mgr.requester_dict assert 'another-fake-requester' in model_mgr.requester_dict assert model_mgr.requester_dict['fake-requester'] is not None assert len(model_mgr.requester_components) == 2 @pytest.mark.asyncio async def test_model_manager_initialize_empty_registry(mock_app_for_modelmgr): """Test ModelManager handles empty requester registry.""" app = mock_app_for_modelmgr app.discover.get_components_by_kind = Mock(return_value=[]) model_mgr = ModelManager(app) await model_mgr.initialize() assert model_mgr.requester_dict == {} assert len(model_mgr.requester_components) == 0 @pytest.mark.asyncio async def test_model_manager_skips_space_sync_when_disabled(mock_app_for_modelmgr): """Test ModelManager skips space sync when disabled in config.""" app = mock_app_for_modelmgr app.instance_config.data = {'space': {'disable_models_service': True}} model_mgr = ModelManager(app) await model_mgr.initialize() # Should not call space_service if disabled app.space_service.get_models.assert_not_called() # ============================================================================ # Model Loading Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_load_models_from_db(fake_requester_registry, fake_persistence_data): """Test ModelManager loads models from database correctly.""" model_mgr = fake_requester_registry # Setup fake persistence responses - return entities directly (code handles non-Row entities) async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'llm_models' in query_str: return _make_mock_result(fake_persistence_data['llm_models']) elif 'embedding_models' in query_str: return _make_mock_result(fake_persistence_data['embedding_models']) elif 'rerank_models' in query_str: return _make_mock_result(fake_persistence_data['rerank_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() # Check providers loaded assert len(model_mgr.provider_dict) == 2 assert fake_persistence_data['provider_uuid'] in model_mgr.provider_dict assert fake_persistence_data['provider_uuid2'] in model_mgr.provider_dict # Check models loaded assert len(model_mgr.llm_models) == 2 assert len(model_mgr.embedding_models) == 1 assert len(model_mgr.rerank_models) == 1 @pytest.mark.asyncio async def test_model_manager_load_provider_unknown_requester(mock_app_for_modelmgr): """Test ModelManager raises RequesterNotFoundError for unknown requester.""" app = mock_app_for_modelmgr app.discover.get_components_by_kind = Mock(return_value=[]) model_mgr = ModelManager(app) await model_mgr.initialize() provider_info = { 'uuid': 'unknown-provider', 'name': 'Unknown Provider', 'requester': 'non-existent-requester', 'base_url': 'https://unknown.com', 'api_keys': [], } with pytest.raises(provider_errors.RequesterNotFoundError) as exc_info: await model_mgr.load_provider(provider_info) assert exc_info.value.requester_name == 'non-existent-requester' @pytest.mark.asyncio async def test_model_manager_load_provider_from_dict(fake_requester_registry): """Test ModelManager loads provider from dict correctly.""" model_mgr = fake_requester_registry await model_mgr.initialize() provider_info = { 'uuid': 'dict-provider-uuid', 'name': 'Dict Provider', 'requester': 'fake-requester', 'base_url': 'https://dict.example.com', 'api_keys': ['dict-key'], } runtime_provider = await model_mgr.load_provider(provider_info) assert runtime_provider.provider_entity.uuid == 'dict-provider-uuid' assert runtime_provider.provider_entity.name == 'Dict Provider' assert runtime_provider.token_mgr.name == 'dict-provider-uuid' assert runtime_provider.token_mgr.tokens == ['dict-key'] assert isinstance(runtime_provider.requester, requester.ProviderAPIRequester) @pytest.mark.asyncio async def test_model_manager_load_provider_from_entity(fake_requester_registry, fake_persistence_data): """Test ModelManager loads provider from persistence entity.""" model_mgr = fake_requester_registry await model_mgr.initialize() provider_entity = fake_persistence_data['providers'][0] runtime_provider = await model_mgr.load_provider(provider_entity) assert runtime_provider.provider_entity.uuid == provider_entity.uuid assert runtime_provider.requester is not None # ============================================================================ # Model Query Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_get_model_by_uuid(fake_requester_registry, fake_persistence_data): """Test ModelManager.get_model_by_uuid returns correct model.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'llm_models' in query_str: return _make_mock_result(fake_persistence_data['llm_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() model = await model_mgr.get_model_by_uuid('test-llm-uuid-1') assert model.model_entity.uuid == 'test-llm-uuid-1' assert model.model_entity.name == 'TestLLM-1' @pytest.mark.asyncio async def test_model_manager_get_model_by_uuid_not_found(fake_requester_registry): """Test ModelManager.get_model_by_uuid raises ValueError for unknown model.""" model_mgr = fake_requester_registry await model_mgr.initialize() with pytest.raises(ValueError) as exc_info: await model_mgr.get_model_by_uuid('unknown-model-uuid') assert 'unknown-model-uuid' in str(exc_info.value) @pytest.mark.asyncio async def test_model_manager_get_embedding_model_by_uuid(fake_requester_registry, fake_persistence_data): """Test ModelManager.get_embedding_model_by_uuid returns correct model.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'embedding_models' in query_str: return _make_mock_result(fake_persistence_data['embedding_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() model = await model_mgr.get_embedding_model_by_uuid('test-embedding-uuid-1') assert model.model_entity.uuid == 'test-embedding-uuid-1' @pytest.mark.asyncio async def test_model_manager_get_embedding_model_by_uuid_not_found(fake_requester_registry): """Test ModelManager.get_embedding_model_by_uuid raises ValueError.""" model_mgr = fake_requester_registry await model_mgr.initialize() with pytest.raises(ValueError): await model_mgr.get_embedding_model_by_uuid('unknown-embedding-uuid') @pytest.mark.asyncio async def test_model_manager_get_rerank_model_by_uuid(fake_requester_registry, fake_persistence_data): """Test ModelManager.get_rerank_model_by_uuid returns correct model.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'rerank_models' in query_str: return _make_mock_result(fake_persistence_data['rerank_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() model = await model_mgr.get_rerank_model_by_uuid('test-rerank-uuid-1') assert model.model_entity.uuid == 'test-rerank-uuid-1' @pytest.mark.asyncio async def test_model_manager_get_rerank_model_by_uuid_not_found(fake_requester_registry): """Test ModelManager.get_rerank_model_by_uuid raises ValueError.""" model_mgr = fake_requester_registry await model_mgr.initialize() with pytest.raises(ValueError): await model_mgr.get_rerank_model_by_uuid('unknown-rerank-uuid') # ============================================================================ # Model Removal Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_remove_llm_model(fake_requester_registry, fake_persistence_data): """Test ModelManager.remove_llm_model removes model correctly.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'llm_models' in query_str: return _make_mock_result(fake_persistence_data['llm_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() assert len(model_mgr.llm_models) == 2 await model_mgr.remove_llm_model('test-llm-uuid-1') assert len(model_mgr.llm_models) == 1 assert model_mgr.llm_models[0].model_entity.uuid == 'test-llm-uuid-2' @pytest.mark.asyncio async def test_model_manager_remove_llm_model_not_found(fake_requester_registry, fake_persistence_data): """Test ModelManager.remove_llm_model handles unknown model gracefully.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'llm_models' in query_str: return _make_mock_result(fake_persistence_data['llm_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() original_count = len(model_mgr.llm_models) # Removing unknown model should do nothing (no error) await model_mgr.remove_llm_model('unknown-model-uuid') assert len(model_mgr.llm_models) == original_count @pytest.mark.asyncio async def test_model_manager_remove_embedding_model(fake_requester_registry, fake_persistence_data): """Test ModelManager.remove_embedding_model removes model correctly.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'embedding_models' in query_str: return _make_mock_result(fake_persistence_data['embedding_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() assert len(model_mgr.embedding_models) == 1 await model_mgr.remove_embedding_model('test-embedding-uuid-1') assert len(model_mgr.embedding_models) == 0 @pytest.mark.asyncio async def test_model_manager_remove_rerank_model(fake_requester_registry, fake_persistence_data): """Test ModelManager.remove_rerank_model removes model correctly.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'rerank_models' in query_str: return _make_mock_result(fake_persistence_data['rerank_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() assert len(model_mgr.rerank_models) == 1 await model_mgr.remove_rerank_model('test-rerank-uuid-1') assert len(model_mgr.rerank_models) == 0 @pytest.mark.asyncio async def test_model_manager_remove_provider(fake_requester_registry, fake_persistence_data): """Test ModelManager.remove_provider removes provider correctly.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: return _make_mock_result(fake_persistence_data['providers']) elif 'llm_models' in query_str: return _make_mock_result(fake_persistence_data['llm_models']) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() assert fake_persistence_data['provider_uuid'] in model_mgr.provider_dict await model_mgr.remove_provider(fake_persistence_data['provider_uuid']) assert fake_persistence_data['provider_uuid'] not in model_mgr.provider_dict # ============================================================================ # Requester Info Tests # ============================================================================ def test_model_manager_get_available_requesters_info(fake_requester_registry): """Test ModelManager.get_available_requesters_info returns correct info.""" model_mgr = fake_requester_registry model_mgr.requester_components = [] info = model_mgr.get_available_requesters_info('') assert info == [] def test_model_manager_get_available_requesters_info_with_type_filter(fake_requester_registry): """Test ModelManager.get_available_requesters_info filters by model type.""" model_mgr = fake_requester_registry from langbot.pkg.discover import engine as discover_engine manifest = { 'apiVersion': 'v1', 'kind': 'LLMAPIRequester', 'metadata': {'name': 'test-req', 'label': {'en_US': 'Test'}, 'description': {'en_US': 'Test'}}, 'spec': {'support_type': ['chat', 'embedding']}, 'execution': {'python': {'path': 'fake', 'attr': 'FakeClass'}}, } component = discover_engine.Component(owner='test', manifest=manifest, rel_path='fake.yaml') model_mgr.requester_components = [component] # Filter by chat type info = model_mgr.get_available_requesters_info('chat') assert len(info) == 1 assert info[0]['name'] == 'test-req' # Filter by unsupported type info = model_mgr.get_available_requesters_info('rerank') assert len(info) == 0 def test_model_manager_get_available_requester_info_by_name(fake_requester_registry): """Test ModelManager.get_available_requester_info_by_name returns correct info.""" model_mgr = fake_requester_registry from langbot.pkg.discover import engine as discover_engine manifest = { 'apiVersion': 'v1', 'kind': 'LLMAPIRequester', 'metadata': {'name': 'named-req', 'label': {'en_US': 'Named'}, 'description': {'en_US': 'Named'}}, 'spec': {'support_type': ['chat']}, 'execution': {'python': {'path': 'fake', 'attr': 'FakeClass'}}, } component = discover_engine.Component(owner='test', manifest=manifest, rel_path='fake.yaml') model_mgr.requester_components = [component] info = model_mgr.get_available_requester_info_by_name('named-req') assert info is not None assert info['name'] == 'named-req' info = model_mgr.get_available_requester_info_by_name('unknown-req') assert info is None def test_model_manager_get_available_requester_manifest_by_name(fake_requester_registry): """Test ModelManager.get_available_requester_manifest_by_name returns component.""" model_mgr = fake_requester_registry from langbot.pkg.discover import engine as discover_engine manifest = { 'apiVersion': 'v1', 'kind': 'LLMAPIRequester', 'metadata': {'name': 'manifest-req', 'label': {'en_US': 'Manifest'}, 'description': {'en_US': 'Manifest'}}, 'spec': {'support_type': ['chat']}, 'execution': {'python': {'path': 'fake', 'attr': 'FakeClass'}}, } component = discover_engine.Component(owner='test', manifest=manifest, rel_path='fake.yaml') model_mgr.requester_components = [component] comp = model_mgr.get_available_requester_manifest_by_name('manifest-req') assert comp is not None assert comp.metadata.name == 'manifest-req' comp = model_mgr.get_available_requester_manifest_by_name('unknown-req') assert comp is None # ============================================================================ # Temporary Runtime Model Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_init_temporary_runtime_llm_model(fake_requester_registry): """Test ModelManager.init_temporary_runtime_llm_model creates model correctly.""" model_mgr = fake_requester_registry await model_mgr.initialize() model_info = { 'uuid': 'temp-model-uuid', 'name': 'TempModel', 'provider': { 'uuid': 'temp-provider-uuid', 'name': 'Temp Provider', 'requester': 'fake-requester', 'base_url': 'https://temp.example.com', 'api_keys': ['temp-key'], }, 'abilities': ['func_call'], 'extra_args': {'temperature': 0.5}, } runtime_model = await model_mgr.init_temporary_runtime_llm_model(model_info) assert runtime_model.model_entity.uuid == 'temp-model-uuid' assert runtime_model.model_entity.name == 'TempModel' assert runtime_model.provider.provider_entity.uuid == 'temp-provider-uuid' assert runtime_model.provider.token_mgr.tokens == ['temp-key'] @pytest.mark.asyncio async def test_model_manager_init_temporary_runtime_embedding_model(fake_requester_registry): """Test ModelManager.init_temporary_runtime_embedding_model creates model correctly.""" model_mgr = fake_requester_registry await model_mgr.initialize() model_info = { 'uuid': 'temp-embedding-uuid', 'name': 'TempEmbedding', 'provider': { 'uuid': 'temp-provider-uuid', 'name': 'Temp Provider', 'requester': 'fake-requester', 'base_url': 'https://temp.example.com', 'api_keys': [], }, 'extra_args': {'dimensions': 512}, } runtime_model = await model_mgr.init_temporary_runtime_embedding_model(model_info) assert runtime_model.model_entity.uuid == 'temp-embedding-uuid' assert runtime_model.model_entity.name == 'TempEmbedding' @pytest.mark.asyncio async def test_model_manager_init_temporary_runtime_rerank_model(fake_requester_registry): """Test ModelManager.init_temporary_runtime_rerank_model creates model correctly.""" model_mgr = fake_requester_registry await model_mgr.initialize() model_info = { 'uuid': 'temp-rerank-uuid', 'name': 'TempRerank', 'provider': { 'uuid': 'temp-provider-uuid', 'name': 'Temp Provider', 'requester': 'fake-requester', 'base_url': 'https://temp.example.com', 'api_keys': [], }, 'extra_args': {}, } runtime_model = await model_mgr.init_temporary_runtime_rerank_model(model_info) assert runtime_model.model_entity.uuid == 'temp-rerank-uuid' assert runtime_model.model_entity.name == 'TempRerank' # ============================================================================ # Provider Reload Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_reload_provider(fake_requester_registry, fake_persistence_data): """Test ModelManager.reload_provider reloads provider and updates model refs.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: # For initial load - return all providers rows = [_make_row_mock(p) for p in fake_persistence_data['providers']] return _make_mock_result(rows) elif 'llm_models' in query_str: rows = [_make_row_mock(m) for m in fake_persistence_data['llm_models']] return _make_mock_result(rows) elif 'embedding_models' in query_str: rows = [_make_row_mock(m) for m in fake_persistence_data['embedding_models']] return _make_mock_result(rows) elif 'rerank_models' in query_str: rows = [_make_row_mock(m) for m in fake_persistence_data['rerank_models']] return _make_mock_result(rows) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() original_provider = model_mgr.provider_dict[fake_persistence_data['provider_uuid']] original_base_url = original_provider.provider_entity.base_url # Setup for reload - return updated provider async def reload_execute(query): updated_provider = persistence_model.ModelProvider( uuid=fake_persistence_data['provider_uuid'], name='Updated Provider', requester='fake-requester', base_url='https://updated.example.com', api_keys=['updated-key'], ) return _make_mock_result([_make_row_mock(updated_provider)], first_item=_make_row_mock(updated_provider)) model_mgr.ap.persistence_mgr.execute_async = reload_execute await model_mgr.reload_provider(fake_persistence_data['provider_uuid']) updated_provider = model_mgr.provider_dict[fake_persistence_data['provider_uuid']] assert updated_provider.provider_entity.base_url == 'https://updated.example.com' assert updated_provider.provider_entity.base_url != original_base_url @pytest.mark.asyncio async def test_model_manager_reload_provider_not_found(fake_requester_registry): """Test ModelManager.reload_provider raises ProviderNotFoundError.""" model_mgr = fake_requester_registry await model_mgr.initialize() async def fake_execute(query): return _make_mock_result([], first_item=None) model_mgr.ap.persistence_mgr.execute_async = fake_execute with pytest.raises(provider_errors.ProviderNotFoundError) as exc_info: await model_mgr.reload_provider('unknown-provider-uuid') assert exc_info.value.provider_name == 'unknown-provider-uuid' # ============================================================================ # Model Load with Provider Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_load_llm_model_with_provider(fake_requester_registry, fake_persistence_data, runtime_provider): """Test ModelManager.load_llm_model_with_provider creates RuntimeLLMModel.""" model_mgr = fake_requester_registry model_entity = fake_persistence_data['llm_models'][0] runtime_model = await model_mgr.load_llm_model_with_provider(model_entity, runtime_provider) assert runtime_model.model_entity.uuid == model_entity.uuid assert runtime_model.provider is runtime_provider @pytest.mark.asyncio async def test_model_manager_load_llm_model_with_provider_from_row(fake_requester_registry, fake_persistence_data, runtime_provider): """Test ModelManager.load_llm_model_with_provider handles Row objects.""" model_mgr = fake_requester_registry model_entity = fake_persistence_data['llm_models'][0] row_mock = _make_row_mock(model_entity) runtime_model = await model_mgr.load_llm_model_with_provider(row_mock, runtime_provider) assert runtime_model.model_entity.uuid == model_entity.uuid @pytest.mark.asyncio async def test_model_manager_load_embedding_model_with_provider(fake_requester_registry, fake_persistence_data, runtime_provider): """Test ModelManager.load_embedding_model_with_provider creates RuntimeEmbeddingModel.""" model_mgr = fake_requester_registry model_entity = fake_persistence_data['embedding_models'][0] runtime_model = await model_mgr.load_embedding_model_with_provider(model_entity, runtime_provider) assert runtime_model.model_entity.uuid == model_entity.uuid assert runtime_model.provider is runtime_provider @pytest.mark.asyncio async def test_model_manager_load_rerank_model_with_provider(fake_requester_registry, fake_persistence_data): """Test ModelManager.load_rerank_model_with_provider creates RuntimeRerankModel.""" model_mgr = fake_requester_registry await model_mgr.initialize() provider_entity = fake_persistence_data['providers'][1] token_mgr = token.TokenManager(name=provider_entity.uuid, tokens=provider_entity.api_keys or []) requester_inst = model_mgr.requester_dict['another-fake-requester']( ap=model_mgr.ap, config={'base_url': provider_entity.base_url} ) await requester_inst.initialize() provider = requester.RuntimeProvider( provider_entity=provider_entity, token_mgr=token_mgr, requester=requester_inst, ) model_entity = fake_persistence_data['rerank_models'][0] runtime_model = await model_mgr.load_rerank_model_with_provider(model_entity, provider) assert runtime_model.model_entity.uuid == model_entity.uuid assert runtime_model.provider is provider # ============================================================================ # Missing Provider Warning Tests # ============================================================================ @pytest.mark.asyncio async def test_model_manager_logs_warning_for_missing_provider(fake_requester_registry): """Test ModelManager logs warning when model's provider is missing.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: # Return empty providers return _make_mock_result([]) elif 'llm_models' in query_str: # Return model with missing provider fake_model = persistence_model.LLMModel( uuid='model-with-missing-provider', name='MissingProviderModel', provider_uuid='missing-provider-uuid', abilities=[], extra_args={}, ) return _make_mock_result([_make_row_mock(fake_model)]) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() # Should have logged warning and skipped the model assert len(model_mgr.llm_models) == 0 model_mgr.ap.logger.warning.assert_called() @pytest.mark.asyncio async def test_model_manager_handles_requester_not_found_gracefully(fake_requester_registry): """Test ModelManager handles RequesterNotFoundError during provider load.""" model_mgr = fake_requester_registry async def fake_execute(query): query_str = str(query) if 'model_providers' in query_str: # Return provider with unknown requester fake_provider = persistence_model.ModelProvider( uuid='provider-with-unknown-requester', name='Unknown Requester Provider', requester='unknown-requester-name', base_url='https://unknown.com', api_keys=[], ) return _make_mock_result([_make_row_mock(fake_provider)]) elif 'llm_models' in query_str: fake_model = persistence_model.LLMModel( uuid='model-uuid', name='Model', provider_uuid='provider-with-unknown-requester', abilities=[], extra_args={}, ) return _make_mock_result([_make_row_mock(fake_model)]) return _make_mock_result([]) model_mgr.ap.persistence_mgr.execute_async = fake_execute await model_mgr.initialize() # Provider should be skipped assert len(model_mgr.provider_dict) == 0 assert len(model_mgr.llm_models) == 0 model_mgr.ap.logger.warning.assert_called() # ============================================================================ # Error Classes Tests # ============================================================================ def test_requester_not_found_error_str(): """Test RequesterNotFoundError string representation.""" error = provider_errors.RequesterNotFoundError('test-requester') assert str(error) == 'Requester test-requester not found' assert error.requester_name == 'test-requester' def test_provider_not_found_error_str(): """Test ProviderNotFoundError string representation.""" error = provider_errors.ProviderNotFoundError('test-provider') assert str(error) == 'Provider test-provider not found' assert error.provider_name == 'test-provider'