"""Contains tests for networking.py and app.py""" import os import unittest import unittest.mock as mock import urllib import warnings import aiohttp from fastapi.testclient import TestClient import gradio as gr from gradio import Interface, flagging, networking os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" class TestPort(unittest.TestCase): def test_port_is_in_range(self): start = 7860 end = 7960 try: port = networking.get_first_available_port(start, end) self.assertTrue(start <= port <= end) except OSError: warnings.warn("Unable to test, no ports available") def test_same_port_is_returned(self): start = 7860 end = 7960 try: port1 = networking.get_first_available_port(start, end) port2 = networking.get_first_available_port(start, end) self.assertEqual(port1, port2) except OSError: warnings.warn("Unable to test, no ports available") class TestInterfaceCustomParameters(unittest.TestCase): def test_show_error(self): io = Interface(lambda x: 1 / x, "number", "number") app, _, _ = io.launch(show_error=True, prevent_thread_lock=True) client = TestClient(app) response = client.post("/api/predict/", json={"data": [0]}) self.assertEqual(response.status_code, 500) self.assertTrue("error" in response.json()) io.close() class TestStartServer(unittest.TestCase): def test_start_server(self): io = Interface(lambda x: x, "number", "number") io.favicon_path = None io.config = io.get_config_file() io.show_error = True io.flagging_callback.setup(gr.Number(), io.flagging_dir) io.auth = None port = networking.get_first_available_port( networking.INITIAL_PORT_VALUE, networking.INITIAL_PORT_VALUE + networking.TRY_NUM_PORTS, ) _, local_path, _, server = networking.start_server(io, server_port=port) url = urllib.parse.urlparse(local_path) self.assertEquals(url.scheme, "http") self.assertEquals(url.port, port) server.close() class TestFlagging(unittest.TestCase): def test_flagging_analytics(self): callback = flagging.CSVLogger() callback.flag = mock.MagicMock() aiohttp.ClientSession.post = mock.MagicMock() aiohttp.ClientSession.post.__aenter__ = None aiohttp.ClientSession.post.__aexit__ = None io = Interface( lambda x: x, "text", "text", analytics_enabled=True, flagging_callback=callback, ) app, _, _ = io.launch(show_error=True, prevent_thread_lock=True) client = TestClient(app) response = client.post( "/api/flag/", json={"data": {"input_data": ["test"], "output_data": ["test"]}}, ) aiohttp.ClientSession.post.assert_called() callback.flag.assert_called_once() self.assertEqual(response.status_code, 200) io.close() class TestInterpretation(unittest.TestCase): def test_interpretation(self): io = Interface( lambda x: len(x), "text", "label", interpretation="default", analytics_enabled=True, ) app, _, _ = io.launch(prevent_thread_lock=True) client = TestClient(app) aiohttp.ClientSession.post = mock.MagicMock() aiohttp.ClientSession.post.__aenter__ = None aiohttp.ClientSession.post.__aexit__ = None io.interpret = mock.MagicMock(return_value=(None, None)) response = client.post("/api/interpret/", json={"data": ["test test"]}) aiohttp.ClientSession.post.assert_called() self.assertEqual(response.status_code, 200) io.close() class TestURLs(unittest.TestCase): def test_setup_tunnel(self): networking.create_tunnel = mock.MagicMock(return_value="test") res = networking.setup_tunnel(None, None) self.assertEqual(res, "test") def test_url_ok(self): res = networking.url_ok("https://www.gradio.app") self.assertTrue(res) if __name__ == "__main__": unittest.main()