# System Packages from pathlib import Path # Internal Packages from src.main import model from src.search_type import asymmetric from src.utils.rawconfig import ContentConfig, SearchConfig # Test # ---------------------------------------------------------------------------------------------------- def test_asymmetric_setup(content_config: ContentConfig, search_config: SearchConfig): # Act # Regenerate notes embeddings during asymmetric setup notes_model = asymmetric.setup(content_config.org, search_config.asymmetric, regenerate=True) # Assert assert len(notes_model.entries) == 10 assert len(notes_model.corpus_embeddings) == 10 # ---------------------------------------------------------------------------------------------------- def test_asymmetric_search(content_config: ContentConfig, search_config: SearchConfig): # Arrange model.notes_search = asymmetric.setup(content_config.org, search_config.asymmetric, regenerate=False) query = "How to git install application?" # Act hits = asymmetric.query( query, model = model.notes_search) results = asymmetric.collate_results( hits, model.notes_search.entries, count=1) # Assert # Actual_data should contain "Semantic Search via Emacs" entry search_result = results[0]["Entry"] assert "git clone" in search_result # ---------------------------------------------------------------------------------------------------- def test_asymmetric_reload(content_config: ContentConfig, search_config: SearchConfig): # Arrange initial_notes_model= asymmetric.setup(content_config.org, search_config.asymmetric, regenerate=False) assert len(initial_notes_model.entries) == 10 assert len(initial_notes_model.corpus_embeddings) == 10 file_to_add_on_reload = Path(content_config.org.input_filter).parent / "reload.org" content_config.org.input_files = [f'{file_to_add_on_reload}'] # append Org-Mode Entry to first Org Input File in Config with open(file_to_add_on_reload, "w") as f: f.write("\n* A Chihuahua doing Tango\n- Saw a super cute video of a chihuahua doing the Tango on Youtube\n") # regenerate notes jsonl, model embeddings and model to include entry from new file regenerated_notes_model = asymmetric.setup(content_config.org, search_config.asymmetric, regenerate=True) # Act # reload embeddings, entries, notes model from previously generated notes jsonl and model embeddings files initial_notes_model = asymmetric.setup(content_config.org, search_config.asymmetric, regenerate=False) # Assert assert len(regenerated_notes_model.entries) == 11 assert len(regenerated_notes_model.corpus_embeddings) == 11 # verify new entry loaded from updated embeddings, entries assert len(initial_notes_model.entries) == 11 assert len(initial_notes_model.corpus_embeddings) == 11 # Cleanup # delete reload test file added file_to_add_on_reload.unlink()