import json import os from pathlib import Path from unittest.mock import Mock, patch import httpx import pytest import respx from dictdiffer import diff from httpx import Response from langflow.components import data @pytest.fixture def api_request(): # This fixture provides an instance of APIRequest for each test case return data.APIRequestComponent() @pytest.mark.asyncio @respx.mock async def test_successful_get_request(api_request): # Mocking a successful GET request url = "https://example.com/api/test" method = "GET" mock_response = {"success": True} respx.get(url).mock(return_value=Response(200, json=mock_response)) # Making the request result = await api_request.make_request(client=httpx.AsyncClient(), method=method, url=url) # Assertions assert result.data["status_code"] == 200 assert result.data["result"] == mock_response def test_parse_curl(api_request): # Arrange field_value = ( "curl -X GET https://example.com/api/test -H 'Content-Type: application/json' -d '{\"key\": \"value\"}'" ) build_config = { "method": {"value": ""}, "urls": {"value": []}, "headers": {}, "body": {}, } # Act new_build_config = api_request.parse_curl(field_value, build_config.copy()) # Assert assert new_build_config["method"]["value"] == "GET" assert new_build_config["urls"]["value"] == ["https://example.com/api/test"] assert new_build_config["headers"]["value"] == {"Content-Type": "application/json"} assert new_build_config["body"]["value"] == {"key": "value"} @pytest.mark.asyncio @respx.mock async def test_failed_request(api_request): # Mocking a failed GET request url = "https://example.com/api/test" method = "GET" respx.get(url).mock(return_value=Response(404)) # Making the request result = await api_request.make_request(client=httpx.AsyncClient(), method=method, url=url) # Assertions assert result.data["status_code"] == 404 @pytest.mark.asyncio @respx.mock async def test_timeout(api_request): # Mocking a timeout url = "https://example.com/api/timeout" method = "GET" respx.get(url).mock(side_effect=httpx.TimeoutException(message="Timeout", request=None)) # Making the request result = await api_request.make_request(client=httpx.AsyncClient(), method=method, url=url, timeout=1) # Assertions assert result.data["status_code"] == 408 assert result.data["error"] == "Request timed out" @pytest.mark.asyncio @respx.mock async def test_build_with_multiple_urls(api_request): # This test depends on having a working internet connection and accessible URLs # It's better to mock these requests using respx or a similar library # Setup for multiple URLs method = "GET" urls = ["https://example.com/api/one", "https://example.com/api/two"] # You would mock these requests similarly to the single request tests for url in urls: respx.get(url).mock(return_value=Response(200, json={"success": True})) # Do I have to mock the async client? # # Execute the build method api_request.set_attributes( { "method": method, "urls": urls, } ) results = await api_request.make_requests() # Assertions assert len(results) == len(urls) @patch("langflow.components.data.Directory.parallel_load_data") @patch("langflow.components.data.Directory.retrieve_file_paths") @patch("langflow.components.data.DirectoryComponent.resolve_path") def test_directory_component_build_with_multithreading( mock_resolve_path, mock_retrieve_file_paths, mock_parallel_load_data ): # Arrange directory_component = data.DirectoryComponent() path = os.path.dirname(os.path.abspath(__file__)) depth = 1 max_concurrency = 2 load_hidden = False recursive = True silent_errors = False use_multithreading = True mock_resolve_path.return_value = path mock_retrieve_file_paths.return_value = [ os.path.join(path, file) for file in os.listdir(path) if file.endswith(".py") ] mock_parallel_load_data.return_value = [Mock()] # Act directory_component.set_attributes( { "path": path, "depth": depth, "max_concurrency": max_concurrency, "load_hidden": load_hidden, "recursive": recursive, "silent_errors": silent_errors, "use_multithreading": use_multithreading, } ) directory_component.load_directory() # Assert mock_resolve_path.assert_called_once_with(path) mock_retrieve_file_paths.assert_called_once_with(path, load_hidden, recursive, depth) mock_parallel_load_data.assert_called_once_with( mock_retrieve_file_paths.return_value, silent_errors, max_concurrency ) def test_directory_without_mocks(): directory_component = data.DirectoryComponent() from langflow.initial_setup import setup from langflow.initial_setup.setup import load_starter_projects _, projects = zip(*load_starter_projects()) # the setup module has a folder where the projects are stored # the contents of that folder are in the projects variable # the directory component can be used to load the projects # and we can validate if the contents are the same as the projects variable setup_path = Path(setup.__file__).parent / "starter_projects" directory_component.set_attributes({"path": str(setup_path), "use_multithreading": False}) results = directory_component.load_directory() assert len(results) == len(projects) # each result is a Data that contains the content attribute # each are dict that are exactly the same as one of the projects for i, result in enumerate(results): file_dict = json.loads(result.text) assert file_dict in projects, list(diff(file_dict, projects[i])) # in ../docs/docs/components there are many mdx files # check if the directory component can load them # just check if the number of results is the same as the number of files directory_component = data.DirectoryComponent() docs_path = Path(__file__).parent.parent.parent / "docs" / "docs" / "components" directory_component.set_attributes({"path": str(docs_path), "use_multithreading": False}) results = directory_component.load_directory() docs_files = list(docs_path.glob("*.mdx")) assert len(results) == len(docs_files) def test_url_component(): url_component = data.URLComponent() url_component.set_attributes({"urls": ["https://langflow.org"]}) # the url component can be used to load the contents of a website _data = url_component.fetch_content() assert all(value.data for value in _data) assert all(value.text for value in _data) assert all(value.source for value in _data)