# Standard Modules from io import BytesIO from PIL import Image from urllib.parse import quote # External Packages from fastapi.testclient import TestClient # Internal Packages from khoj.main import app from khoj.configure import configure_routes, configure_search_types from khoj.utils import state from khoj.utils.state import search_models, content_index, config from khoj.search_type import text_search, image_search from khoj.utils.rawconfig import ContentConfig, SearchConfig from khoj.processor.org_mode.org_to_jsonl import OrgToJsonl from khoj.search_filter.word_filter import WordFilter from khoj.search_filter.file_filter import FileFilter # Test # ---------------------------------------------------------------------------------------------------- def test_search_with_invalid_content_type(client): # Arrange user_query = quote("How to call Khoj from Emacs?") # Act response = client.get(f"/api/search?q={user_query}&t=invalid_content_type") # Assert assert response.status_code == 422 # ---------------------------------------------------------------------------------------------------- def test_search_with_valid_content_type(client): for content_type in ["all", "org", "markdown", "image", "pdf", "github", "notion", "plugin1"]: # Act response = client.get(f"/api/search?q=random&t={content_type}") # Assert assert response.status_code == 200, f"Returned status: {response.status_code} for content type: {content_type}" # ---------------------------------------------------------------------------------------------------- def test_update_with_invalid_content_type(client): # Act response = client.get(f"/api/update?t=invalid_content_type") # Assert assert response.status_code == 422 # ---------------------------------------------------------------------------------------------------- def test_regenerate_with_invalid_content_type(client): # Act response = client.get(f"/api/update?force=true&t=invalid_content_type") # Assert assert response.status_code == 422 # ---------------------------------------------------------------------------------------------------- def test_index_batch(client): # Arrange files = get_sample_files_data() headers = {"x-api-key": "secret"} # Act response = client.post("/api/v1/indexer/batch", files=files, headers=headers) # Assert assert response.status_code == 200 # ---------------------------------------------------------------------------------------------------- def test_regenerate_with_valid_content_type(client): for content_type in ["all", "org", "markdown", "image", "pdf", "notion", "plugin1"]: # Arrange files = get_sample_files_data() headers = {"x-api-key": "secret"} # Act response = client.post(f"/api/v1/indexer/batch?search_type={content_type}", files=files, headers=headers) # Assert assert response.status_code == 200, f"Returned status: {response.status_code} for content type: {content_type}" # ---------------------------------------------------------------------------------------------------- def test_regenerate_with_github_fails_without_pat(client): # Act response = client.get(f"/api/update?force=true&t=github") # Arrange files = get_sample_files_data() headers = {"x-api-key": "secret"} # Act response = client.post(f"/api/v1/indexer/batch?search_type=github", files=files, headers=headers) # Assert assert response.status_code == 200, f"Returned status: {response.status_code} for content type: github" # ---------------------------------------------------------------------------------------------------- def test_get_configured_types_via_api(client): # Act response = client.get(f"/api/config/types") # Assert assert response.status_code == 200 assert response.json() == ["all", "org", "image", "plaintext", "plugin1"] # ---------------------------------------------------------------------------------------------------- def test_get_configured_types_with_only_plugin_content_config(content_config): # Arrange config.content_type = ContentConfig() config.content_type.plugins = content_config.plugins state.SearchType = configure_search_types(config) configure_routes(app) client = TestClient(app) # Act response = client.get(f"/api/config/types") # Assert assert response.status_code == 200 assert response.json() == ["all", "plugin1"] # ---------------------------------------------------------------------------------------------------- def test_get_configured_types_with_no_plugin_content_config(content_config): # Arrange config.content_type = content_config config.content_type.plugins = None state.SearchType = configure_search_types(config) configure_routes(app) client = TestClient(app) # Act response = client.get(f"/api/config/types") # Assert assert response.status_code == 200 assert "plugin1" not in response.json() # ---------------------------------------------------------------------------------------------------- def test_get_configured_types_with_no_content_config(): # Arrange config.content_type = ContentConfig() state.SearchType = configure_search_types(config) configure_routes(app) client = TestClient(app) # Act response = client.get(f"/api/config/types") # Assert assert response.status_code == 200 assert response.json() == ["all"] # ---------------------------------------------------------------------------------------------------- def test_image_search(client, content_config: ContentConfig, search_config: SearchConfig): # Arrange search_models.image_search = image_search.initialize_model(search_config.image) content_index.image = image_search.setup( content_config.image, search_models.image_search.image_encoder, regenerate=False ) query_expected_image_pairs = [ ("kitten", "kitten_park.jpg"), ("a horse and dog on a leash", "horse_dog.jpg"), ("A guinea pig eating grass", "guineapig_grass.jpg"), ] for query, expected_image_name in query_expected_image_pairs: # Act response = client.get(f"/api/search?q={query}&n=1&t=image") # Assert assert response.status_code == 200 actual_image = Image.open(BytesIO(client.get(response.json()[0]["entry"]).content)) expected_image = Image.open(content_config.image.input_directories[0].joinpath(expected_image_name)) # Assert assert expected_image == actual_image # ---------------------------------------------------------------------------------------------------- def test_notes_search(client, content_config: ContentConfig, search_config: SearchConfig, sample_org_data): # Arrange search_models.text_search = text_search.initialize_model(search_config.asymmetric) content_index.org = text_search.setup( OrgToJsonl, sample_org_data, content_config.org, search_models.text_search.bi_encoder, regenerate=False ) user_query = quote("How to git install application?") # Act response = client.get(f"/api/search?q={user_query}&n=1&t=org&r=true") # Assert assert response.status_code == 200 # assert actual_data contains "Khoj via Emacs" entry search_result = response.json()[0]["entry"] assert "git clone https://github.com/khoj-ai/khoj" in search_result # ---------------------------------------------------------------------------------------------------- def test_notes_search_with_only_filters( client, content_config: ContentConfig, search_config: SearchConfig, sample_org_data ): # Arrange filters = [WordFilter(), FileFilter()] search_models.text_search = text_search.initialize_model(search_config.asymmetric) content_index.org = text_search.setup( OrgToJsonl, sample_org_data, content_config.org, search_models.text_search.bi_encoder, regenerate=False, filters=filters, ) user_query = quote('+"Emacs" file:"*.org"') # Act response = client.get(f"/api/search?q={user_query}&n=1&t=org") # Assert assert response.status_code == 200 # assert actual_data contains word "Emacs" search_result = response.json()[0]["entry"] assert "Emacs" in search_result # ---------------------------------------------------------------------------------------------------- def test_notes_search_with_include_filter( client, content_config: ContentConfig, search_config: SearchConfig, sample_org_data ): # Arrange filters = [WordFilter()] search_models.text_search = text_search.initialize_model(search_config.asymmetric) content_index.org = text_search.setup( OrgToJsonl, sample_org_data, content_config.org, search_models.text_search, regenerate=False, filters=filters ) user_query = quote('How to git install application? +"Emacs"') # Act response = client.get(f"/api/search?q={user_query}&n=1&t=org") # Assert assert response.status_code == 200 # assert actual_data contains word "Emacs" search_result = response.json()[0]["entry"] assert "Emacs" in search_result # ---------------------------------------------------------------------------------------------------- def test_notes_search_with_exclude_filter( client, content_config: ContentConfig, search_config: SearchConfig, sample_org_data ): # Arrange filters = [WordFilter()] search_models.text_search = text_search.initialize_model(search_config.asymmetric) content_index.org = text_search.setup( OrgToJsonl, sample_org_data, content_config.org, search_models.text_search.bi_encoder, regenerate=False, filters=filters, ) user_query = quote('How to git install application? -"clone"') # Act response = client.get(f"/api/search?q={user_query}&n=1&t=org") # Assert assert response.status_code == 200 # assert actual_data does not contains word "clone" search_result = response.json()[0]["entry"] assert "clone" not in search_result def get_sample_files_data(): return { "files": ("path/to/filename.org", "* practicing piano", "text/org"), "files": ("path/to/filename1.org", "** top 3 reasons why I moved to SF", "text/org"), "files": ("path/to/filename2.org", "* how to build a search engine", "text/org"), "files": ("path/to/filename.pdf", "Moore's law does not apply to consumer hardware", "application/pdf"), "files": ("path/to/filename1.pdf", "The sun is a ball of helium", "application/pdf"), "files": ("path/to/filename2.pdf", "Effect of sunshine on baseline human happiness", "application/pdf"), "files": ("path/to/filename.txt", "data,column,value", "text/plain"), "files": ("path/to/filename1.txt", "my first web page", "text/plain"), "files": ("path/to/filename2.txt", "2021-02-02 Journal Entry", "text/plain"), "files": ("path/to/filename.md", "# Notes from client call", "text/markdown"), "files": ( "path/to/filename1.md", "## Studying anthropological records from the Fatimid caliphate", "text/markdown", ), "files": ("path/to/filename2.md", "**Understanding science through the lens of art**", "text/markdown"), }