|
1 | | -from unittest.mock import MagicMock |
| 1 | +from unittest.mock import MagicMock, patch |
2 | 2 | from langchain_core.documents import Document |
3 | 3 | from service.rag_service import retrieve_similar_docs |
4 | 4 |
|
5 | 5 |
|
6 | | -def test_retrieve_similar_docs_returns_joined_string(): |
| 6 | +@patch('service.rag_service.get_vector_store') |
| 7 | +def test_retrieve_similar_docs_returns_joined_string(mock_get_vector_store): |
| 8 | + collection_name = "test_collection" |
7 | 9 | mock_vector_store = MagicMock() |
8 | | - mock_retriever = mock_vector_store.as_retriever.return_value |
| 10 | + mock_retriever = MagicMock() |
9 | 11 | mock_retriever.invoke.return_value = [ |
10 | 12 | Document(page_content="Doc 1"), |
11 | 13 | Document(page_content="Doc 2") |
12 | 14 | ] |
| 15 | + mock_vector_store.as_retriever.return_value = mock_retriever |
| 16 | + mock_get_vector_store.return_value = mock_vector_store |
13 | 17 |
|
14 | | - result = retrieve_similar_docs(mock_vector_store, "test query") |
| 18 | + result = retrieve_similar_docs(collection_name, "test query") |
15 | 19 |
|
16 | 20 | assert "Doc 1" in result |
17 | 21 | assert "Doc 2" in result |
18 | 22 | assert result == "Doc 1\n\nDoc 2" |
19 | 23 |
|
20 | 24 |
|
21 | | -def test_retrieve_similar_docs_with_empty_results(): |
| 25 | +@patch('service.rag_service.get_vector_store') |
| 26 | +def test_retrieve_similar_docs_with_empty_results(mock_get_vector_store): |
| 27 | + collection_name = "test_collection" |
22 | 28 | mock_vector_store = MagicMock() |
23 | | - mock_vector_store.as_retriever.return_value.invoke.return_value = [] |
| 29 | + mock_retriever = MagicMock() |
| 30 | + mock_retriever.invoke.return_value = [] |
| 31 | + mock_vector_store.as_retriever.return_value = mock_retriever |
| 32 | + mock_get_vector_store.return_value = mock_vector_store |
24 | 33 |
|
25 | | - result = retrieve_similar_docs(mock_vector_store, "irrelevant query") |
| 34 | + result = retrieve_similar_docs(collection_name, "irrelevant query") |
26 | 35 | assert result == "" |
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