import io import sys import unittest.mock as mock from contextlib import contextmanager from functools import partial from string import capwords import httpx import pytest import gradio from gradio.blocks import Blocks from gradio.components import Image, Textbox from gradio.interface import Interface, TabbedInterface, close_all, os from gradio.layouts import TabItem, Tabs from gradio.utils import assert_configs_are_equivalent_besides_ids @contextmanager def captured_output(): new_out, new_err = io.StringIO(), io.StringIO() old_out, old_err = sys.stdout, sys.stderr try: sys.stdout, sys.stderr = new_out, new_err yield sys.stdout, sys.stderr finally: sys.stdout, sys.stderr = old_out, old_err class TestInterface: def test_close(self): io = Interface(lambda input: None, "textbox", "label") _, local_url, _ = io.launch(prevent_thread_lock=True) response = httpx.get(local_url) assert response.status_code == 200 io.close() with pytest.raises(Exception): response = httpx.get(local_url) def test_close_all(self): interface = Interface(lambda input: None, "textbox", "label") interface.close = mock.MagicMock() close_all() interface.close.assert_called() def test_no_input_or_output(self): with pytest.raises(TypeError): Interface(lambda x: x, examples=1234) def test_partial_functions(self): def greet(name, formatter): return formatter(f"Hello {name}!") greet_upper_case = partial(greet, formatter=capwords) demo = Interface(fn=greet_upper_case, inputs="text", outputs="text") assert demo("abubakar") == "Hello Abubakar!" def test_input_labels_extracted_from_method(self): class A: def test(self, parameter_name): return parameter_name t = Textbox() Interface(A().test, t, "text") assert t.label == "parameter_name" def test(parameter_name1, parameter_name2): return parameter_name1 t = Textbox() i = Image() Interface(test, [t, i], "text") assert t.label == "parameter_name1" assert i.label == "parameter_name2" def special_args_test(req: gradio.Request, parameter_name): return parameter_name t = Textbox() Interface(special_args_test, t, "text") assert t.label == "parameter_name" def test_examples_valid_path(self): path = os.path.join( os.path.dirname(__file__), "../gradio/test_data/flagged_with_log" ) interface = Interface(lambda x: 3 * x, "number", "number", examples=path) dataset_check = any( c["type"] == "dataset" for c in interface.get_config_file()["components"] ) assert dataset_check @mock.patch("time.sleep") def test_block_thread(self, mock_sleep): with pytest.raises(KeyboardInterrupt): with captured_output() as (out, _): mock_sleep.side_effect = KeyboardInterrupt() interface = Interface(lambda x: x, "textbox", "label") interface.launch(prevent_thread_lock=False) output = out.getvalue().strip() assert ( "Keyboard interruption in main thread... closing server." in output ) @mock.patch("gradio.utils.colab_check") @mock.patch("gradio.networking.setup_tunnel") def test_launch_colab_share_error(self, mock_setup_tunnel, mock_colab_check): mock_setup_tunnel.side_effect = RuntimeError() mock_colab_check.return_value = True interface = Interface(lambda x: x, "textbox", "label") _, _, share_url = interface.launch(prevent_thread_lock=True) assert share_url is None interface.close() def test_interface_representation(self): def prediction_fn(x): return x prediction_fn.__name__ = "prediction_fn" repr = str(Interface(prediction_fn, "textbox", "label")).split("\n") assert prediction_fn.__name__ in repr[0] assert len(repr[0]) == len(repr[1]) @mock.patch("webbrowser.open") def test_interface_browser(self, mock_browser): interface = Interface(lambda x: x, "textbox", "label") interface.launch(inbrowser=True, prevent_thread_lock=True) mock_browser.assert_called_once() interface.close() def test_examples_list(self): examples = ["test1", "test2"] interface = Interface( lambda x: x, "textbox", "label", examples=examples, examples_per_page=2 ) interface.launch(prevent_thread_lock=True) assert len(interface.examples_handler.examples) == 2 assert len(interface.examples_handler.examples[0]) == 1 assert interface.examples_handler.dataset.get_config()["samples_per_page"] == 2 interface.close() @mock.patch("IPython.display.display") def test_inline_display(self, mock_display): interface = Interface(lambda x: x, "textbox", "label") interface.launch(inline=True, prevent_thread_lock=True) mock_display.assert_called_once() interface.launch(inline=True, prevent_thread_lock=True) assert mock_display.call_count == 2 interface.close() def test_setting_interactive_false(self): output_textbox = Textbox() Interface(lambda x: x, "textbox", output_textbox) assert not output_textbox.get_config()["interactive"] output_textbox = Textbox(interactive=True) Interface(lambda x: x, "textbox", output_textbox) assert output_textbox.get_config()["interactive"] def test_get_api_info(self): io = Interface(lambda x: x, Image(type="filepath"), "textbox") api_info = io.get_api_info() assert len(api_info["named_endpoints"]) == 1 assert len(api_info["unnamed_endpoints"]) == 0 def test_api_name(self): io = Interface(lambda x: x, "textbox", "textbox", api_name="echo") assert next( (d for d in io.config["dependencies"] if d["api_name"] == "echo"), None ) def test_interface_in_blocks_does_not_error(self): with Blocks(): Interface(fn=lambda x: x, inputs=Textbox(), outputs=Image()) def test_interface_with_built_ins(self): t = Textbox() Interface(fn=str, inputs=t, outputs=Textbox()) assert t.label == "input 0" def test_interface_additional_components_are_included_as_inputs(self): t = Textbox() s = gradio.Slider(0, 100) io = Interface(fn=str, inputs=t, outputs=Textbox(), additional_inputs=s) assert io.input_components == [t, s] class TestTabbedInterface: def test_tabbed_interface_config_matches_manual_tab(self): interface1 = Interface(lambda x: x, "textbox", "textbox") interface2 = Interface(lambda x: x, "image", "image") with Blocks(mode="tabbed_interface") as demo: with Tabs(): with TabItem(label="tab1"): interface1.render() with TabItem(label="tab2"): interface2.render() interface3 = Interface(lambda x: x, "textbox", "textbox") interface4 = Interface(lambda x: x, "image", "image") tabbed_interface = TabbedInterface([interface3, interface4], ["tab1", "tab2"]) assert assert_configs_are_equivalent_besides_ids( demo.get_config_file(), tabbed_interface.get_config_file() ) @pytest.mark.parametrize( "interface_type", ["standard", "input_only", "output_only", "unified"] ) @pytest.mark.parametrize("live", [True, False]) @pytest.mark.parametrize("use_generator", [True, False]) def test_interface_adds_stop_button(interface_type, live, use_generator): def gen_func(inp): yield inp def func(inp): return inp if interface_type == "standard": interface = gradio.Interface( gen_func if use_generator else func, "number", "number", live=live ) elif interface_type == "input_only": interface = gradio.Interface( gen_func if use_generator else func, "number", None, live=live ) elif interface_type == "output_only": interface = gradio.Interface( gen_func if use_generator else func, None, "number", live=live ) else: num = gradio.Number() interface = gradio.Interface( gen_func if use_generator else func, num, num, live=live ) has_stop = ( len( [ c for c in interface.config["components"] if c["props"].get("variant", "") == "stop" ] ) == 1 ) if use_generator and not live: assert has_stop else: assert not has_stop