From 508086c513bc805d86c65370fb68c3a7f7d1b958 Mon Sep 17 00:00:00 2001 From: hajdul88 <52442977+hajdul88@users.noreply.github.com> Date: Wed, 10 Dec 2025 18:07:07 +0100 Subject: [PATCH] feat: adds unit test for summaries retriever --- .../retrieval/summaries_retriever_test.py | 120 ++++++++++++++++++ 1 file changed, 120 insertions(+) create mode 100644 cognee/tests/unit/modules/retrieval/summaries_retriever_test.py diff --git a/cognee/tests/unit/modules/retrieval/summaries_retriever_test.py b/cognee/tests/unit/modules/retrieval/summaries_retriever_test.py new file mode 100644 index 000000000..9a266a9c6 --- /dev/null +++ b/cognee/tests/unit/modules/retrieval/summaries_retriever_test.py @@ -0,0 +1,120 @@ +import pytest +from unittest.mock import AsyncMock, patch, MagicMock + +from cognee.modules.retrieval.summaries_retriever import SummariesRetriever +from cognee.modules.retrieval.exceptions.exceptions import NoDataError +from cognee.infrastructure.databases.vector.exceptions import CollectionNotFoundError + + +@pytest.fixture +def mock_vector_engine(): + """Create a mock vector engine.""" + engine = AsyncMock() + engine.search = AsyncMock() + return engine + + +@pytest.mark.asyncio +async def test_get_context_success(mock_vector_engine): + """Test successful retrieval of summary context.""" + mock_result1 = MagicMock() + mock_result1.payload = {"text": "S.R.", "made_from": "chunk1"} + mock_result2 = MagicMock() + mock_result2.payload = {"text": "M.B.", "made_from": "chunk2"} + + mock_vector_engine.search.return_value = [mock_result1, mock_result2] + + retriever = SummariesRetriever(top_k=5) + + with patch( + "cognee.modules.retrieval.summaries_retriever.get_vector_engine", + return_value=mock_vector_engine, + ): + context = await retriever.get_context("test query") + + assert len(context) == 2 + assert context[0]["text"] == "S.R." + assert context[1]["text"] == "M.B." + mock_vector_engine.search.assert_awaited_once_with("TextSummary_text", "test query", limit=5) + + +@pytest.mark.asyncio +async def test_get_context_collection_not_found_error(mock_vector_engine): + """Test that CollectionNotFoundError is converted to NoDataError.""" + mock_vector_engine.search.side_effect = CollectionNotFoundError("Collection not found") + + retriever = SummariesRetriever() + + with patch( + "cognee.modules.retrieval.summaries_retriever.get_vector_engine", + return_value=mock_vector_engine, + ): + with pytest.raises(NoDataError, match="No data found"): + await retriever.get_context("test query") + + +@pytest.mark.asyncio +async def test_get_context_empty_results(mock_vector_engine): + """Test that empty list is returned when no summaries are found.""" + mock_vector_engine.search.return_value = [] + + retriever = SummariesRetriever() + + with patch( + "cognee.modules.retrieval.summaries_retriever.get_vector_engine", + return_value=mock_vector_engine, + ): + context = await retriever.get_context("test query") + + assert context == [] + + +@pytest.mark.asyncio +async def test_get_context_top_k_limit(mock_vector_engine): + """Test that top_k parameter limits the number of results.""" + mock_results = [MagicMock() for _ in range(3)] + for i, result in enumerate(mock_results): + result.payload = {"text": f"Summary {i}"} + + mock_vector_engine.search.return_value = mock_results + + retriever = SummariesRetriever(top_k=3) + + with patch( + "cognee.modules.retrieval.summaries_retriever.get_vector_engine", + return_value=mock_vector_engine, + ): + context = await retriever.get_context("test query") + + assert len(context) == 3 + mock_vector_engine.search.assert_awaited_once_with("TextSummary_text", "test query", limit=3) + + +@pytest.mark.asyncio +async def test_get_completion_with_context(mock_vector_engine): + """Test get_completion returns provided context.""" + retriever = SummariesRetriever() + + provided_context = [{"text": "S.R."}, {"text": "M.B."}] + completion = await retriever.get_completion("test query", context=provided_context) + + assert completion == provided_context + + +@pytest.mark.asyncio +async def test_get_completion_without_context(mock_vector_engine): + """Test get_completion retrieves context when not provided.""" + mock_result = MagicMock() + mock_result.payload = {"text": "S.R."} + mock_vector_engine.search.return_value = [mock_result] + + retriever = SummariesRetriever() + + with patch( + "cognee.modules.retrieval.summaries_retriever.get_vector_engine", + return_value=mock_vector_engine, + ): + completion = await retriever.get_completion("test query") + + assert len(completion) == 1 + assert completion[0]["text"] == "S.R."