from datetime import datetime from pathlib import Path from sqlmodel import select from langflow.initial_setup.setup import ( STARTER_FOLDER_NAME, create_or_update_starter_projects, get_project_data, load_starter_projects, ) from langflow.services.database.models.folder.model import Folder from langflow.services.deps import session_scope def test_load_starter_projects(): projects = load_starter_projects() assert isinstance(projects, list) assert all(isinstance(project[1], dict) for project in projects) assert all(isinstance(project[0], Path) for project in projects) def test_get_project_data(): projects = load_starter_projects() for _, project in projects: ( project_name, project_description, project_is_component, updated_at_datetime, project_data, project_icon, project_icon_bg_color, ) = get_project_data(project) assert isinstance(project_name, str) assert isinstance(project_description, str) assert isinstance(project_is_component, bool) assert isinstance(updated_at_datetime, datetime) assert isinstance(project_data, dict) assert isinstance(project_icon, str) or project_icon is None assert isinstance(project_icon_bg_color, str) or project_icon_bg_color is None def test_create_or_update_starter_projects(client): with session_scope() as session: # Run the function to create or update projects create_or_update_starter_projects() # Get the number of projects returned by load_starter_projects num_projects = len(load_starter_projects()) # Get the number of projects in the database folder = session.exec(select(Folder).where(Folder.name == STARTER_FOLDER_NAME)).first() num_db_projects = len(folder.flows) # Check that the number of projects in the database is the same as the number of projects returned by load_starter_projects assert num_db_projects == num_projects # Some starter projects require integration # @pytest.mark.asyncio # async def test_starter_projects_can_run_successfully(client): # with session_scope() as session: # # Run the function to create or update projects # create_or_update_starter_projects() # # Get the number of projects returned by load_starter_projects # num_projects = len(load_starter_projects()) # # Get the number of projects in the database # num_db_projects = session.exec(select(func.count(Flow.id)).where(Flow.folder == STARTER_FOLDER_NAME)).one() # # Check that the number of projects in the database is the same as the number of projects returned by load_starter_projects # assert num_db_projects == num_projects # # Get all the starter projects # projects = session.exec(select(Flow).where(Flow.folder == STARTER_FOLDER_NAME)).all() # graphs: list[tuple[str, Graph]] = [] # for project in projects: # # Add tweaks to make file_path work # tweaks = {"path": __file__} # graph_data = process_tweaks(project.data, tweaks) # graph_object = Graph.from_payload(graph_data, flow_id=project.id) # graphs.append((project.name, graph_object)) # assert len(graphs) == len(projects) # for name, graph in graphs: # outputs = await graph.arun( # inputs={}, # outputs=[], # session_id="test", # ) # assert all(isinstance(output, RunOutputs) for output in outputs), f"Project {name} error: {outputs}" # delete_messages(session_id="test")