|
1 | 1 | """Tests for Google Search tool.""" |
2 | 2 |
|
3 | | -from unittest.mock import MagicMock |
| 3 | +from unittest.mock import AsyncMock, MagicMock, patch |
4 | 4 |
|
5 | 5 | import pytest |
6 | 6 | from aieng.agent_evals.tools import ( |
|
10 | 10 | format_response_with_citations, |
11 | 11 | google_search, |
12 | 12 | ) |
| 13 | +from aieng.agent_evals.tools.search import _extract_grounding_sources, _extract_summary_from_response |
13 | 14 | from google.adk.tools.function_tool import FunctionTool |
14 | 15 |
|
15 | 16 |
|
@@ -211,3 +212,268 @@ async def test_google_search_response_structure(self): |
211 | 212 | assert isinstance(source, dict) |
212 | 213 | assert "title" in source |
213 | 214 | assert "url" in source |
| 215 | + |
| 216 | + |
| 217 | +class TestExtractSummaryFromResponse: |
| 218 | + """Tests for _extract_summary_from_response.""" |
| 219 | + |
| 220 | + def test_no_candidates_returns_empty(self): |
| 221 | + """Test that an empty candidates list yields an empty summary.""" |
| 222 | + response = MagicMock() |
| 223 | + response.candidates = [] |
| 224 | + assert _extract_summary_from_response(response) == "" |
| 225 | + |
| 226 | + def test_candidate_with_no_content_returns_empty(self): |
| 227 | + """Test that a candidate whose content is None yields an empty summary.""" |
| 228 | + candidate = MagicMock() |
| 229 | + candidate.content = None |
| 230 | + response = MagicMock() |
| 231 | + response.candidates = [candidate] |
| 232 | + assert _extract_summary_from_response(response) == "" |
| 233 | + |
| 234 | + def test_candidate_with_no_parts_returns_empty(self): |
| 235 | + """Test that content with no parts yields an empty summary.""" |
| 236 | + candidate = MagicMock() |
| 237 | + candidate.content.parts = None |
| 238 | + response = MagicMock() |
| 239 | + response.candidates = [candidate] |
| 240 | + assert _extract_summary_from_response(response) == "" |
| 241 | + |
| 242 | + def test_single_text_part_returned(self): |
| 243 | + """Test that a single text part is returned as the summary.""" |
| 244 | + part = MagicMock() |
| 245 | + part.text = "Paris is the capital of France." |
| 246 | + candidate = MagicMock() |
| 247 | + candidate.content.parts = [part] |
| 248 | + response = MagicMock() |
| 249 | + response.candidates = [candidate] |
| 250 | + assert _extract_summary_from_response(response) == "Paris is the capital of France." |
| 251 | + |
| 252 | + def test_multiple_text_parts_are_concatenated(self): |
| 253 | + """Test that multiple text parts are joined without a separator.""" |
| 254 | + part1, part2 = MagicMock(), MagicMock() |
| 255 | + part1.text = "First part. " |
| 256 | + part2.text = "Second part." |
| 257 | + candidate = MagicMock() |
| 258 | + candidate.content.parts = [part1, part2] |
| 259 | + response = MagicMock() |
| 260 | + response.candidates = [candidate] |
| 261 | + assert _extract_summary_from_response(response) == "First part. Second part." |
| 262 | + |
| 263 | + def test_part_without_text_attribute_is_skipped(self): |
| 264 | + """Test that parts lacking a text attribute are skipped.""" |
| 265 | + part_no_text = MagicMock(spec=[]) # hasattr(part, "text") → False |
| 266 | + part_with_text = MagicMock() |
| 267 | + part_with_text.text = "Only this." |
| 268 | + candidate = MagicMock() |
| 269 | + candidate.content.parts = [part_no_text, part_with_text] |
| 270 | + response = MagicMock() |
| 271 | + response.candidates = [candidate] |
| 272 | + assert _extract_summary_from_response(response) == "Only this." |
| 273 | + |
| 274 | + def test_part_with_empty_text_is_skipped(self): |
| 275 | + """Test that parts with an empty string text value are skipped.""" |
| 276 | + part_empty = MagicMock() |
| 277 | + part_empty.text = "" |
| 278 | + part_valid = MagicMock() |
| 279 | + part_valid.text = "Non-empty." |
| 280 | + candidate = MagicMock() |
| 281 | + candidate.content.parts = [part_empty, part_valid] |
| 282 | + response = MagicMock() |
| 283 | + response.candidates = [candidate] |
| 284 | + assert _extract_summary_from_response(response) == "Non-empty." |
| 285 | + |
| 286 | + def test_only_first_candidate_is_used(self): |
| 287 | + """Test that only the first candidate contributes to the summary.""" |
| 288 | + part1, part2 = MagicMock(), MagicMock() |
| 289 | + part1.text = "First candidate text." |
| 290 | + part2.text = "Second candidate text." |
| 291 | + candidate1, candidate2 = MagicMock(), MagicMock() |
| 292 | + candidate1.content.parts = [part1] |
| 293 | + candidate2.content.parts = [part2] |
| 294 | + response = MagicMock() |
| 295 | + response.candidates = [candidate1, candidate2] |
| 296 | + assert _extract_summary_from_response(response) == "First candidate text." |
| 297 | + |
| 298 | + |
| 299 | +class TestExtractGroundingSources: |
| 300 | + """Tests for _extract_grounding_sources.""" |
| 301 | + |
| 302 | + @pytest.mark.asyncio |
| 303 | + async def test_no_candidates_returns_empty(self): |
| 304 | + """Test that an empty candidates list yields no sources.""" |
| 305 | + response = MagicMock() |
| 306 | + response.candidates = [] |
| 307 | + assert await _extract_grounding_sources(response) == [] |
| 308 | + |
| 309 | + @pytest.mark.asyncio |
| 310 | + async def test_no_grounding_metadata_returns_empty(self): |
| 311 | + """Test that a candidate with no grounding_metadata yields no sources.""" |
| 312 | + candidate = MagicMock() |
| 313 | + candidate.grounding_metadata = None |
| 314 | + response = MagicMock() |
| 315 | + response.candidates = [candidate] |
| 316 | + assert await _extract_grounding_sources(response) == [] |
| 317 | + |
| 318 | + @pytest.mark.asyncio |
| 319 | + async def test_grounding_chunks_attribute_missing_returns_empty(self): |
| 320 | + """Test that grounding_metadata lacking grounding_chunks yields no sources.""" |
| 321 | + # spec=[] makes hasattr(gm, "grounding_chunks") return False |
| 322 | + gm = MagicMock(spec=[]) |
| 323 | + candidate = MagicMock() |
| 324 | + candidate.grounding_metadata = gm |
| 325 | + response = MagicMock() |
| 326 | + response.candidates = [candidate] |
| 327 | + assert await _extract_grounding_sources(response) == [] |
| 328 | + |
| 329 | + @pytest.mark.asyncio |
| 330 | + async def test_empty_grounding_chunks_returns_empty(self): |
| 331 | + """Test that an empty grounding_chunks list yields no sources.""" |
| 332 | + candidate = MagicMock() |
| 333 | + candidate.grounding_metadata.grounding_chunks = [] |
| 334 | + response = MagicMock() |
| 335 | + response.candidates = [candidate] |
| 336 | + assert await _extract_grounding_sources(response) == [] |
| 337 | + |
| 338 | + @pytest.mark.asyncio |
| 339 | + async def test_single_valid_source(self): |
| 340 | + """Test that a single web chunk with a valid URL is returned.""" |
| 341 | + chunk = MagicMock() |
| 342 | + chunk.web.uri = "https://example.com/article" |
| 343 | + chunk.web.title = "Example Article" |
| 344 | + candidate = MagicMock() |
| 345 | + candidate.grounding_metadata.grounding_chunks = [chunk] |
| 346 | + response = MagicMock() |
| 347 | + response.candidates = [candidate] |
| 348 | + |
| 349 | + with patch( |
| 350 | + "aieng.agent_evals.tools.search.resolve_redirect_urls_async", |
| 351 | + new=AsyncMock(return_value=["https://example.com/article"]), |
| 352 | + ): |
| 353 | + result = await _extract_grounding_sources(response) |
| 354 | + |
| 355 | + assert result == [{"title": "Example Article", "url": "https://example.com/article"}] |
| 356 | + |
| 357 | + @pytest.mark.asyncio |
| 358 | + async def test_multiple_sources_preserved_in_order(self): |
| 359 | + """Test that multiple sources are returned in the same order as the chunks.""" |
| 360 | + chunk1, chunk2 = MagicMock(), MagicMock() |
| 361 | + chunk1.web.uri = "https://site1.com" |
| 362 | + chunk1.web.title = "Site 1" |
| 363 | + chunk2.web.uri = "https://site2.com" |
| 364 | + chunk2.web.title = "Site 2" |
| 365 | + candidate = MagicMock() |
| 366 | + candidate.grounding_metadata.grounding_chunks = [chunk1, chunk2] |
| 367 | + response = MagicMock() |
| 368 | + response.candidates = [candidate] |
| 369 | + |
| 370 | + with patch( |
| 371 | + "aieng.agent_evals.tools.search.resolve_redirect_urls_async", |
| 372 | + new=AsyncMock(return_value=["https://site1.com", "https://site2.com"]), |
| 373 | + ): |
| 374 | + result = await _extract_grounding_sources(response) |
| 375 | + |
| 376 | + assert result == [ |
| 377 | + {"title": "Site 1", "url": "https://site1.com"}, |
| 378 | + {"title": "Site 2", "url": "https://site2.com"}, |
| 379 | + ] |
| 380 | + |
| 381 | + @pytest.mark.asyncio |
| 382 | + async def test_all_chunks_without_web_skips_url_resolution(self): |
| 383 | + """Test that URL resolution is not called when no chunks have a web source.""" |
| 384 | + chunk1, chunk2 = MagicMock(), MagicMock() |
| 385 | + chunk1.web = None |
| 386 | + chunk2.web = None |
| 387 | + candidate = MagicMock() |
| 388 | + candidate.grounding_metadata.grounding_chunks = [chunk1, chunk2] |
| 389 | + response = MagicMock() |
| 390 | + response.candidates = [candidate] |
| 391 | + |
| 392 | + with patch("aieng.agent_evals.tools.search.resolve_redirect_urls_async") as mock_resolve: |
| 393 | + result = await _extract_grounding_sources(response) |
| 394 | + |
| 395 | + mock_resolve.assert_not_called() |
| 396 | + assert result == [] |
| 397 | + |
| 398 | + @pytest.mark.asyncio |
| 399 | + async def test_chunk_without_web_is_skipped(self): |
| 400 | + """Test that chunks with a falsy web attribute are ignored.""" |
| 401 | + chunk_no_web = MagicMock() |
| 402 | + chunk_no_web.web = None |
| 403 | + chunk_valid = MagicMock() |
| 404 | + chunk_valid.web.uri = "https://example.com" |
| 405 | + chunk_valid.web.title = "Example" |
| 406 | + candidate = MagicMock() |
| 407 | + candidate.grounding_metadata.grounding_chunks = [chunk_no_web, chunk_valid] |
| 408 | + response = MagicMock() |
| 409 | + response.candidates = [candidate] |
| 410 | + |
| 411 | + with patch( |
| 412 | + "aieng.agent_evals.tools.search.resolve_redirect_urls_async", |
| 413 | + new=AsyncMock(return_value=["https://example.com"]), |
| 414 | + ): |
| 415 | + result = await _extract_grounding_sources(response) |
| 416 | + |
| 417 | + assert result == [{"title": "Example", "url": "https://example.com"}] |
| 418 | + |
| 419 | + @pytest.mark.asyncio |
| 420 | + async def test_vertexaisearch_url_is_filtered_out(self): |
| 421 | + """Test that resolved URLs beginning with vertexaisearch are excluded.""" |
| 422 | + chunk = MagicMock() |
| 423 | + chunk.web.uri = "https://vertexaisearch.cloud.google.com/redirect/abc" |
| 424 | + chunk.web.title = "Redirect" |
| 425 | + candidate = MagicMock() |
| 426 | + candidate.grounding_metadata.grounding_chunks = [chunk] |
| 427 | + response = MagicMock() |
| 428 | + response.candidates = [candidate] |
| 429 | + |
| 430 | + with patch( |
| 431 | + "aieng.agent_evals.tools.search.resolve_redirect_urls_async", |
| 432 | + new=AsyncMock(return_value=["https://vertexaisearch.cloud.google.com/redirect/abc"]), |
| 433 | + ): |
| 434 | + result = await _extract_grounding_sources(response) |
| 435 | + |
| 436 | + assert result == [] |
| 437 | + |
| 438 | + @pytest.mark.asyncio |
| 439 | + async def test_empty_resolved_url_is_filtered_out(self): |
| 440 | + """Test that sources whose resolved URL is an empty string are excluded.""" |
| 441 | + chunk = MagicMock() |
| 442 | + chunk.web.uri = "https://example.com" |
| 443 | + chunk.web.title = "Example" |
| 444 | + candidate = MagicMock() |
| 445 | + candidate.grounding_metadata.grounding_chunks = [chunk] |
| 446 | + response = MagicMock() |
| 447 | + response.candidates = [candidate] |
| 448 | + |
| 449 | + with patch( |
| 450 | + "aieng.agent_evals.tools.search.resolve_redirect_urls_async", |
| 451 | + new=AsyncMock(return_value=[""]), |
| 452 | + ): |
| 453 | + result = await _extract_grounding_sources(response) |
| 454 | + |
| 455 | + assert result == [] |
| 456 | + |
| 457 | + @pytest.mark.asyncio |
| 458 | + async def test_valid_and_filtered_sources_mixed(self): |
| 459 | + """Test that vertexaisearch sources are filtered when mixed with valid ones.""" |
| 460 | + chunk_valid = MagicMock() |
| 461 | + chunk_valid.web.uri = "https://valid.com/page" |
| 462 | + chunk_valid.web.title = "Valid" |
| 463 | + chunk_vertex = MagicMock() |
| 464 | + chunk_vertex.web.uri = "https://vertexaisearch.cloud.google.com/redirect/xyz" |
| 465 | + chunk_vertex.web.title = "Vertex" |
| 466 | + candidate = MagicMock() |
| 467 | + candidate.grounding_metadata.grounding_chunks = [chunk_valid, chunk_vertex] |
| 468 | + response = MagicMock() |
| 469 | + response.candidates = [candidate] |
| 470 | + |
| 471 | + with patch( |
| 472 | + "aieng.agent_evals.tools.search.resolve_redirect_urls_async", |
| 473 | + new=AsyncMock( |
| 474 | + return_value=["https://valid.com/page", "https://vertexaisearch.cloud.google.com/redirect/xyz"] |
| 475 | + ), |
| 476 | + ): |
| 477 | + result = await _extract_grounding_sources(response) |
| 478 | + |
| 479 | + assert result == [{"title": "Valid", "url": "https://valid.com/page"}] |
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