from langchain_core.documents import Document from langflow.components import helpers from langflow.custom.utils import build_custom_component_template from langflow.schema import Data def test_update_data_component(): # Arrange update_data_component = helpers.UpdateDataComponent() # Act new_data = {"new_key": "new_value"} existing_data = Data(data={"existing_key": "existing_value"}) result = update_data_component.build(existing_data, new_data) assert result.data == {"existing_key": "existing_value", "new_key": "new_value"} assert result.existing_key == "existing_value" assert result.new_key == "new_value" def test_document_to_data_component(): # Arrange document_to_data_component = helpers.DocumentToDataComponent() # Act # Replace with your actual test data document = Document(page_content="key: value", metadata={"url": "https://example.com"}) result = document_to_data_component.build(document) # Assert # Replace with your actual expected result assert result == [Data(data={"text": "key: value", "url": "https://example.com"})] def test_uuid_generator_component(): # Arrange uuid_generator_component = helpers.UUIDGeneratorComponent() uuid_generator_component.code = open(helpers.IDGenerator.__file__, "r").read() frontend_node, _ = build_custom_component_template(uuid_generator_component) # Act build_config = frontend_node.get("template") field_name = "unique_id" build_config = uuid_generator_component.update_build_config(build_config, None, field_name) unique_id = build_config["unique_id"]["value"] result = uuid_generator_component.build(unique_id) # Assert # UUID should be a string of length 36 assert isinstance(result, str) assert len(result) == 36 def test_data_as_text_component(): # Arrange data_as_text_component = helpers.DataToTextComponent() # Act # Replace with your actual test data data = [Data(data={"key": "value", "bacon": "eggs"})] template = "Data:{data} -- Bacon:{bacon}" result = data_as_text_component.build(data, template=template) # Assert # Replace with your actual expected result assert result == "Data:{'key': 'value', 'bacon': 'eggs'} -- Bacon:eggs" def test_text_to_data_component(): # Arrange text_to_data_component = helpers.CreateDataComponent() # Act # Replace with your actual test data dict_with_text = {"field_1": {"key": "value"}} result = text_to_data_component.build(number_of_fields=1, **dict_with_text) # Assert # Replace with your actual expected result assert result == Data(data={"key": "value"})