|
| 1 | +""" |
| 2 | +Unit tests for knowledge base manager resilience behavior. |
| 3 | +
|
| 4 | +Tests the following scenarios: |
| 5 | +1. update_kb preserves old instance when re-initialization fails |
| 6 | +2. update_kb switches instance only after new instance initializes successfully |
| 7 | +3. _ensure_vec_db clears stale init_error after successful initialization |
| 8 | +
|
| 9 | +These tests use lazy imports and mocks to avoid circular import issues |
| 10 | +in the astrbot core module chain. |
| 11 | +""" |
| 12 | + |
| 13 | +import sys |
| 14 | +import types |
| 15 | +from pathlib import Path |
| 16 | +from unittest.mock import AsyncMock, MagicMock, patch |
| 17 | + |
| 18 | +import pytest |
| 19 | + |
| 20 | + |
| 21 | +@pytest.fixture |
| 22 | +def stub_provider_manager_module(): |
| 23 | + """Stub provider manager module to avoid circular imports in unit tests.""" |
| 24 | + original_module = sys.modules.get("astrbot.core.provider.manager") |
| 25 | + stub_module = types.ModuleType("astrbot.core.provider.manager") |
| 26 | + |
| 27 | + class ProviderManager: ... |
| 28 | + |
| 29 | + setattr(stub_module, "ProviderManager", ProviderManager) |
| 30 | + sys.modules["astrbot.core.provider.manager"] = stub_module |
| 31 | + |
| 32 | + try: |
| 33 | + yield |
| 34 | + finally: |
| 35 | + if original_module is not None: |
| 36 | + sys.modules["astrbot.core.provider.manager"] = original_module |
| 37 | + else: |
| 38 | + sys.modules.pop("astrbot.core.provider.manager", None) |
| 39 | + |
| 40 | + |
| 41 | +@pytest.fixture |
| 42 | +def mock_provider_manager(): |
| 43 | + """Create a mock ProviderManager.""" |
| 44 | + manager = MagicMock() |
| 45 | + manager.get_provider_by_id = AsyncMock() |
| 46 | + manager.acm = MagicMock() |
| 47 | + manager.acm.default_conf = {} |
| 48 | + return manager |
| 49 | + |
| 50 | + |
| 51 | +@pytest.fixture |
| 52 | +def mock_kb_db(): |
| 53 | + """Create a mock KBSQLiteDatabase.""" |
| 54 | + db = MagicMock() |
| 55 | + db.get_db = MagicMock() |
| 56 | + db.list_kbs = AsyncMock(return_value=[]) |
| 57 | + db.get_kb_by_id = AsyncMock() |
| 58 | + return db |
| 59 | + |
| 60 | + |
| 61 | +@pytest.fixture |
| 62 | +def mock_knowledge_base(): |
| 63 | + """Create a mock KnowledgeBase instance.""" |
| 64 | + # Use lazy import to avoid circular import |
| 65 | + from astrbot.core.knowledge_base.models import KnowledgeBase |
| 66 | + |
| 67 | + kb = KnowledgeBase( |
| 68 | + kb_name="test_kb", |
| 69 | + description="Test knowledge base", |
| 70 | + emoji="📚", |
| 71 | + embedding_provider_id="test-embedding-provider", |
| 72 | + rerank_provider_id=None, |
| 73 | + chunk_size=512, |
| 74 | + chunk_overlap=50, |
| 75 | + top_k_dense=50, |
| 76 | + top_k_sparse=50, |
| 77 | + top_m_final=5, |
| 78 | + ) |
| 79 | + return kb |
| 80 | + |
| 81 | + |
| 82 | +@pytest.fixture |
| 83 | +def mock_embedding_provider(): |
| 84 | + """Create a mock EmbeddingProvider.""" |
| 85 | + provider = MagicMock() |
| 86 | + provider.get_embeddings_batch = AsyncMock(return_value=[[0.1, 0.2, 0.3]]) |
| 87 | + return provider |
| 88 | + |
| 89 | + |
| 90 | +@pytest.mark.asyncio |
| 91 | +async def test_update_kb_preserves_old_instance_when_reinit_fails( |
| 92 | + stub_provider_manager_module, |
| 93 | + mock_provider_manager, |
| 94 | + mock_kb_db, |
| 95 | + mock_knowledge_base, |
| 96 | + mock_embedding_provider, |
| 97 | +): |
| 98 | + """ |
| 99 | + Test that update_kb preserves the old KBHelper instance when |
| 100 | + re-initialization fails, ensuring the knowledge base remains available. |
| 101 | + """ |
| 102 | + # Lazy import to avoid circular import |
| 103 | + from astrbot.core.knowledge_base.kb_helper import KBHelper |
| 104 | + from astrbot.core.knowledge_base.kb_mgr import KnowledgeBaseManager |
| 105 | + |
| 106 | + # Setup: create an existing KBHelper with working vec_db |
| 107 | + mock_provider_manager.get_provider_by_id.return_value = mock_embedding_provider |
| 108 | + |
| 109 | + # Create KBHelper using __new__ to avoid __init__ side effects |
| 110 | + old_helper = KBHelper.__new__(KBHelper) |
| 111 | + old_helper.kb = mock_knowledge_base |
| 112 | + old_helper.prov_mgr = mock_provider_manager |
| 113 | + old_helper.kb_db = mock_kb_db |
| 114 | + old_helper.kb_root_dir = "/tmp/test_kb" |
| 115 | + old_helper.chunker = MagicMock() |
| 116 | + old_helper.init_error = None |
| 117 | + old_helper.vec_db = MagicMock() # Simulate existing working vec_db |
| 118 | + old_helper.terminate = AsyncMock() |
| 119 | + |
| 120 | + # Create KBManager and inject the existing helper |
| 121 | + kb_mgr = KnowledgeBaseManager.__new__(KnowledgeBaseManager) |
| 122 | + kb_mgr.provider_manager = mock_provider_manager |
| 123 | + kb_mgr.kb_db = mock_kb_db |
| 124 | + kb_mgr.kb_insts = {mock_knowledge_base.kb_id: old_helper} |
| 125 | + kb_mgr.retrieval_manager = MagicMock() |
| 126 | + |
| 127 | + # Mock KBHelper creation to simulate initialization failure |
| 128 | + with patch.object(KBHelper, "initialize", new_callable=AsyncMock) as mock_init: |
| 129 | + # First call (for new_helper) should fail |
| 130 | + mock_init.side_effect = Exception("Embedding provider unavailable") |
| 131 | + |
| 132 | + # Execute update_kb with a different embedding provider |
| 133 | + result = await kb_mgr.update_kb( |
| 134 | + kb_id=mock_knowledge_base.kb_id, |
| 135 | + kb_name="updated_kb", |
| 136 | + embedding_provider_id="new-embedding-provider", |
| 137 | + ) |
| 138 | + |
| 139 | + # Verify: the old helper should be returned, not a new one |
| 140 | + assert result is not None |
| 141 | + assert result is old_helper |
| 142 | + assert kb_mgr.kb_insts[mock_knowledge_base.kb_id] is old_helper |
| 143 | + |
| 144 | + # Verify: old helper's vec_db should still be available |
| 145 | + assert hasattr(result, "vec_db") |
| 146 | + assert result.vec_db is not None |
| 147 | + |
| 148 | + # Verify: failure does not replace the existing helper state |
| 149 | + assert result.init_error is None |
| 150 | + assert result.kb.kb_name == "test_kb" |
| 151 | + assert result.kb.embedding_provider_id == "test-embedding-provider" |
| 152 | + |
| 153 | + |
| 154 | +@pytest.mark.asyncio |
| 155 | +async def test_update_kb_switches_instance_only_after_new_reinit_success( |
| 156 | + stub_provider_manager_module, |
| 157 | + mock_provider_manager, |
| 158 | + mock_kb_db, |
| 159 | + mock_knowledge_base, |
| 160 | + mock_embedding_provider, |
| 161 | +): |
| 162 | + """ |
| 163 | + Test that update_kb only switches to the new KBHelper instance |
| 164 | + after the new instance successfully initializes. |
| 165 | + """ |
| 166 | + # Lazy import to avoid circular import |
| 167 | + from astrbot.core.knowledge_base.kb_helper import KBHelper |
| 168 | + from astrbot.core.knowledge_base.kb_mgr import KnowledgeBaseManager |
| 169 | + |
| 170 | + # Setup: create an existing KBHelper |
| 171 | + mock_provider_manager.get_provider_by_id.return_value = mock_embedding_provider |
| 172 | + |
| 173 | + old_helper = KBHelper.__new__(KBHelper) |
| 174 | + old_helper.kb = mock_knowledge_base |
| 175 | + old_helper.prov_mgr = mock_provider_manager |
| 176 | + old_helper.kb_db = mock_kb_db |
| 177 | + old_helper.kb_root_dir = "/tmp/test_kb" |
| 178 | + old_helper.chunker = MagicMock() |
| 179 | + old_helper.init_error = None |
| 180 | + old_helper.vec_db = MagicMock() |
| 181 | + old_helper.terminate = AsyncMock() |
| 182 | + |
| 183 | + kb_mgr = KnowledgeBaseManager.__new__(KnowledgeBaseManager) |
| 184 | + kb_mgr.provider_manager = mock_provider_manager |
| 185 | + kb_mgr.kb_db = mock_kb_db |
| 186 | + kb_mgr.kb_insts = {mock_knowledge_base.kb_id: old_helper} |
| 187 | + kb_mgr.retrieval_manager = MagicMock() |
| 188 | + |
| 189 | + # Mock session context for database operations |
| 190 | + mock_session = MagicMock() |
| 191 | + mock_session.add = MagicMock() |
| 192 | + mock_session.commit = AsyncMock() |
| 193 | + mock_session.refresh = AsyncMock() |
| 194 | + |
| 195 | + mock_db_context = MagicMock() |
| 196 | + mock_db_context.__aenter__ = AsyncMock(return_value=mock_session) |
| 197 | + mock_db_context.__aexit__ = AsyncMock() |
| 198 | + mock_kb_db.get_db.return_value = mock_db_context |
| 199 | + |
| 200 | + # Mock KBHelper.initialize to succeed |
| 201 | + with patch.object(KBHelper, "initialize", new_callable=AsyncMock) as mock_init: |
| 202 | + mock_init.return_value = None |
| 203 | + |
| 204 | + # Execute update_kb |
| 205 | + result = await kb_mgr.update_kb( |
| 206 | + kb_id=mock_knowledge_base.kb_id, |
| 207 | + kb_name="updated_kb", |
| 208 | + embedding_provider_id="new-embedding-provider", |
| 209 | + ) |
| 210 | + |
| 211 | + # Verify: a new helper should be returned |
| 212 | + assert result is not None |
| 213 | + assert result is not old_helper |
| 214 | + assert result.init_error is None |
| 215 | + assert kb_mgr.kb_insts[mock_knowledge_base.kb_id] is result |
| 216 | + |
| 217 | + # Verify: old helper should be terminated |
| 218 | + old_helper.terminate.assert_called_once() |
| 219 | + |
| 220 | + |
| 221 | +@pytest.mark.asyncio |
| 222 | +async def test_ensure_vec_db_clears_stale_init_error( |
| 223 | + stub_provider_manager_module, |
| 224 | + mock_provider_manager, |
| 225 | + mock_kb_db, |
| 226 | + mock_knowledge_base, |
| 227 | + mock_embedding_provider, |
| 228 | +): |
| 229 | + """ |
| 230 | + Test that _ensure_vec_db clears the init_error attribute |
| 231 | + after successful initialization, removing stale error state. |
| 232 | + """ |
| 233 | + # Lazy import to avoid circular import |
| 234 | + from astrbot.core.knowledge_base.kb_helper import KBHelper |
| 235 | + |
| 236 | + # Setup: create KBHelper with stale init_error |
| 237 | + mock_provider_manager.get_provider_by_id.return_value = mock_embedding_provider |
| 238 | + |
| 239 | + helper = KBHelper.__new__(KBHelper) |
| 240 | + helper.kb = mock_knowledge_base |
| 241 | + helper.prov_mgr = mock_provider_manager |
| 242 | + helper.kb_db = mock_kb_db |
| 243 | + helper.kb_root_dir = "/tmp/test_kb" |
| 244 | + helper.chunker = MagicMock() |
| 245 | + helper.init_error = "Previous initialization failed" |
| 246 | + helper.kb_dir = Path("/tmp/test_kb") / mock_knowledge_base.kb_id |
| 247 | + helper.kb_medias_dir = helper.kb_dir / "medias" / mock_knowledge_base.kb_id |
| 248 | + helper.kb_files_dir = helper.kb_dir / "files" / mock_knowledge_base.kb_id |
| 249 | + |
| 250 | + # Mock FaissVecDB initialization |
| 251 | + mock_vec_db = MagicMock() |
| 252 | + mock_vec_db.initialize = AsyncMock() |
| 253 | + mock_vec_db.close = AsyncMock() |
| 254 | + |
| 255 | + with patch( |
| 256 | + "astrbot.core.knowledge_base.kb_helper.FaissVecDB", |
| 257 | + return_value=mock_vec_db, |
| 258 | + ): |
| 259 | + # Execute _ensure_vec_db |
| 260 | + await helper._ensure_vec_db() |
| 261 | + |
| 262 | + # Verify: init_error should be cleared |
| 263 | + assert helper.init_error is None |
| 264 | + assert helper.vec_db is mock_vec_db |
| 265 | + |
| 266 | + |
| 267 | +@pytest.mark.asyncio |
| 268 | +async def test_ensure_vec_db_sets_init_error_on_failure( |
| 269 | + stub_provider_manager_module, |
| 270 | + mock_provider_manager, |
| 271 | + mock_kb_db, |
| 272 | + mock_knowledge_base, |
| 273 | +): |
| 274 | + """ |
| 275 | + Test that _ensure_vec_db does NOT clear init_error when |
| 276 | + initialization fails, preserving the error state. |
| 277 | + """ |
| 278 | + # Lazy import to avoid circular import |
| 279 | + from astrbot.core.knowledge_base.kb_helper import KBHelper |
| 280 | + |
| 281 | + # Setup: provider unavailable |
| 282 | + mock_provider_manager.get_provider_by_id.return_value = None |
| 283 | + |
| 284 | + helper = KBHelper.__new__(KBHelper) |
| 285 | + helper.kb = mock_knowledge_base |
| 286 | + helper.prov_mgr = mock_provider_manager |
| 287 | + helper.kb_db = mock_kb_db |
| 288 | + helper.kb_root_dir = "/tmp/test_kb" |
| 289 | + helper.chunker = MagicMock() |
| 290 | + helper.init_error = "Previous initialization failed" |
| 291 | + helper.kb_dir = Path("/tmp/test_kb") / mock_knowledge_base.kb_id |
| 292 | + helper.kb_medias_dir = helper.kb_dir / "medias" / mock_knowledge_base.kb_id |
| 293 | + helper.kb_files_dir = helper.kb_dir / "files" / mock_knowledge_base.kb_id |
| 294 | + |
| 295 | + # Execute _ensure_vec_db - should raise exception |
| 296 | + try: |
| 297 | + await helper._ensure_vec_db() |
| 298 | + pytest.fail("Expected exception but none was raised") |
| 299 | + except ValueError as e: |
| 300 | + # Verify: exception should be raised |
| 301 | + assert "无法找到" in str(e) or "未配置" in str(e) |
| 302 | + |
| 303 | + # Verify: init_error should NOT be cleared (still has previous error) |
| 304 | + # Note: _ensure_vec_db doesn't set init_error; that's done by the caller |
| 305 | + assert helper.init_error is not None |
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