|
| 1 | +import pytest |
| 2 | +from unittest.mock import patch, MagicMock |
| 3 | +from infrastructure.db.models import Source |
| 4 | +from infrastructure.db.source_repository import ( |
| 5 | + SourceRepository, |
| 6 | +) |
| 7 | + |
| 8 | + |
| 9 | +@pytest.fixture |
| 10 | +def fake_session(): |
| 11 | + return MagicMock() |
| 12 | + |
| 13 | + |
| 14 | +@pytest.fixture |
| 15 | +def repo(fake_session): |
| 16 | + with patch( |
| 17 | + "infrastructure.db.source_repository.SessionLocal", return_value=fake_session |
| 18 | + ): |
| 19 | + yield SourceRepository() |
| 20 | + |
| 21 | + |
| 22 | +def test_has_chunks_true(fake_session, repo): |
| 23 | + """Should return True if a chunk exists.""" |
| 24 | + fake_session.query.return_value.first.return_value = True |
| 25 | + assert repo.has_chunks() is True |
| 26 | + |
| 27 | + |
| 28 | +def test_has_chunks_false(fake_session, repo): |
| 29 | + """Should return False if no chunks exist.""" |
| 30 | + fake_session.query.return_value.first.return_value = None |
| 31 | + assert repo.has_chunks() is False |
| 32 | + |
| 33 | + |
| 34 | +def test_get_or_create_source_existing(fake_session, repo): |
| 35 | + """Should return existing source if found.""" |
| 36 | + fake_source = MagicMock() |
| 37 | + fake_session.query.return_value.filter_by.return_value.first.return_value = ( |
| 38 | + fake_source |
| 39 | + ) |
| 40 | + |
| 41 | + source = repo.get_or_create_source("Test Source", "http://example.com") |
| 42 | + |
| 43 | + assert source == fake_source |
| 44 | + fake_session.add.assert_not_called() |
| 45 | + fake_session.commit.assert_not_called() |
| 46 | + |
| 47 | + |
| 48 | +def test_get_or_create_source_new(fake_session, repo): |
| 49 | + """Should create and return a new source if not found.""" |
| 50 | + fake_session.query.return_value.filter_by.return_value.first.return_value = None |
| 51 | + |
| 52 | + source = repo.get_or_create_source("New Source", "http://newsite.com") |
| 53 | + |
| 54 | + assert isinstance(source, Source) |
| 55 | + fake_session.add.assert_called_once() |
| 56 | + fake_session.commit.assert_called_once() |
| 57 | + fake_session.refresh.assert_called_once_with(source) |
| 58 | + |
| 59 | + |
| 60 | +def test_save_chunks(fake_session, repo): |
| 61 | + """Should add chunks and commit them.""" |
| 62 | + fake_source = MagicMock() |
| 63 | + chunks = ["chunk one", "chunk two"] |
| 64 | + embeddings = [[0.1] * 384, [0.2] * 384] |
| 65 | + |
| 66 | + repo.save_chunks(fake_source, chunks, embeddings) |
| 67 | + |
| 68 | + # Should add two chunks |
| 69 | + assert fake_session.add.call_count == 2 |
| 70 | + fake_session.commit.assert_called_once() |
| 71 | + |
| 72 | + |
| 73 | +@patch("infrastructure.db.source_repository.SentenceTransformer") |
| 74 | +def test_get_top_k_chunks_by_similarity(mock_transformer, fake_session, repo): |
| 75 | + """Should query top K chunks by similarity.""" |
| 76 | + # Mock SentenceTransformer.encode |
| 77 | + mock_model_instance = MagicMock() |
| 78 | + mock_model_instance.encode.return_value = [[0.5] * 384] |
| 79 | + mock_transformer.return_value = mock_model_instance |
| 80 | + |
| 81 | + # Mock session.execute |
| 82 | + fake_execute_result = MagicMock() |
| 83 | + fake_execute_result.scalars.return_value.all.return_value = ["chunk1", "chunk2"] |
| 84 | + fake_session.execute.return_value = fake_execute_result |
| 85 | + |
| 86 | + chunks = repo.get_top_k_chunks_by_similarity("What is AI?", k=2) |
| 87 | + |
| 88 | + mock_model_instance.encode.assert_called_once_with(["What is AI?"]) |
| 89 | + fake_session.execute.assert_called_once() |
| 90 | + assert chunks == ["chunk1", "chunk2"] |
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