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https://github.com/gradio-app/gradio.git
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247 lines
10 KiB
Python
247 lines
10 KiB
Python
from gradio import networking
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import gradio as gr
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import unittest
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import unittest.mock as mock
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import ipaddress
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import requests
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import warnings
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import tempfile
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from unittest.mock import ANY
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import urllib.request
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import os
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os.environ["GRADIO_ANALYTICS_ENABLED"] = "True" # Enables analytics
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class TestUser(unittest.TestCase):
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def test_id(self):
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user = networking.User("test")
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self.assertEqual(user.get_id(), "test")
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def test_load_user(self):
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user = networking.load_user("test")
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self.assertEqual(user.get_id(), "test")
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class TestIPAddress(unittest.TestCase):
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def test_get_ip(self):
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ip = networking.get_local_ip_address()
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try: # check whether ip is valid
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ipaddress.ip_address(ip)
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except ValueError:
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self.fail("Invalid IP address")
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@mock.patch("requests.get")
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def test_get_ip_without_internet(self, mock_get):
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mock_get.side_effect = requests.ConnectionError()
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ip = networking.get_local_ip_address()
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self.assertEqual(ip, "No internet connection")
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class TestPort(unittest.TestCase):
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def test_port_is_in_range(self):
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start = 7860
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end = 7960
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try:
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port = networking.get_first_available_port(start, end)
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self.assertTrue(start <= port <= end)
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except OSError:
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warnings.warn("Unable to test, no ports available")
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def test_same_port_is_returned(self):
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start = 7860
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end = 7960
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try:
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port1 = networking.get_first_available_port(start, end)
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port2 = networking.get_first_available_port(start, end)
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self.assertEqual(port1, port2)
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except OSError:
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warnings.warn("Unable to test, no ports available")
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class TestFlaskRoutes(unittest.TestCase):
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def setUp(self) -> None:
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self.io = gr.Interface(lambda x: x, "text", "text", analytics_enabled=False)
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self.app, _, _ = self.io.launch(prevent_thread_lock=True)
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self.client = self.app.test_client()
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def test_get_main_route(self):
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response = self.client.get('/')
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self.assertEqual(response.status_code, 200)
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def test_get_api_route(self):
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response = self.client.get('/api/')
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self.assertEqual(response.status_code, 200)
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def test_get_config_route(self):
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response = self.client.get('/config/')
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self.assertEqual(response.status_code, 200)
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def test_enable_sharing_route(self):
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path = "www.gradio.app"
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response = self.client.get('/enable_sharing/www.gradio.app')
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self.assertEqual(response.status_code, 200)
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self.assertEqual(self.io.config["share_url"], path)
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def test_predict_route(self):
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response = self.client.post('/api/predict/', json={"data": ["test"]})
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self.assertEqual(response.status_code, 200)
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output = dict(response.get_json())
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self.assertEqual(output["data"], ["test"])
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self.assertTrue("durations" in output)
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self.assertTrue("avg_durations" in output)
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def test_queue_push_route(self):
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networking.queue.push = mock.MagicMock(return_value=(None, None))
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response = self.client.post('/api/queue/push/', json={"data": "test", "action": "test"})
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self.assertEqual(response.status_code, 200)
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def test_queue_push_route(self):
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networking.queue.get_status = mock.MagicMock(return_value=(None, None))
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response = self.client.post('/api/queue/status/', json={"hash": "test"})
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self.assertEqual(response.status_code, 200)
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def tearDown(self) -> None:
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self.io.close()
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gr.reset_all()
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class TestAuthenticatedFlaskRoutes(unittest.TestCase):
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def setUp(self) -> None:
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self.io = gr.Interface(lambda x: x, "text", "text", analytics_enabled=False)
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self.app, _, _ = self.io.launch(auth=("test", "correct_password"), prevent_thread_lock=True)
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self.client = self.app.test_client()
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def test_get_login_route(self):
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response = self.client.get('/login')
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self.assertEqual(response.status_code, 200)
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def test_post_login(self):
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response = self.client.post('/login', data=dict(username="test", password="correct_password"))
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self.assertEqual(response.status_code, 302)
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response = self.client.post('/login', data=dict(username="test", password="incorrect_password"))
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self.assertEqual(response.status_code, 401)
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def tearDown(self) -> None:
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self.io.close()
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gr.reset_all()
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class TestInterfaceCustomParameters(unittest.TestCase):
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def test_show_error(self):
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io = gr.Interface(lambda x: 1/x, "number", "number", analytics_enabled=False)
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app, _, _ = io.launch(show_error=True, prevent_thread_lock=True)
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client = app.test_client()
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response = client.post('/api/predict/', json={"data": [0]})
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self.assertEqual(response.status_code, 500)
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self.assertTrue("error" in response.get_json())
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io.close()
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def test_feature_logging(self):
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with mock.patch('requests.post') as mock_post:
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io = gr.Interface(lambda x: 1/x, "number", "number")
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io.launch(show_error=True, prevent_thread_lock=True)
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networking.log_feature_analytics("test_feature")
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mock_post.assert_called_with(networking.GRADIO_FEATURE_ANALYTICS_URL, data=ANY, timeout=ANY)
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io.close()
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io = gr.Interface(lambda x: 1/x, "number", "number", analytics_enabled=False)
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print(io.analytics_enabled)
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io.launch(show_error=True, prevent_thread_lock=True)
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with mock.patch('requests.post') as mock_post:
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networking.log_feature_analytics("test_feature")
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mock_post.assert_not_called()
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io.close()
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class TestFlagging(unittest.TestCase):
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def test_num_rows_written(self):
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io = gr.Interface(lambda x: x, "text", "text", analytics_enabled=False)
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io.launch(prevent_thread_lock=True)
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with tempfile.TemporaryDirectory() as tmpdirname:
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row_count = networking.flag_data(["test"], ["test"], flag_path=tmpdirname)
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self.assertEquals(row_count, 1) # 2 rows written including header
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row_count = networking.flag_data("test", "test", flag_path=tmpdirname)
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self.assertEquals(row_count, 2) # 3 rows written including header
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io.close()
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@mock.patch("requests.post")
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@mock.patch("gradio.networking.flag_data")
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def test_flagging_analytics(self, mock_flag, mock_post):
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io = gr.Interface(lambda x: x, "text", "text")
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app, _, _ = io.launch(show_error=True, prevent_thread_lock=True)
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client = app.test_client()
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response = client.post('/api/flag/', json={"data": {"input_data": ["test"], "output_data": ["test"]}})
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mock_post.assert_any_call(networking.GRADIO_FEATURE_ANALYTICS_URL, data=ANY, timeout=ANY)
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mock_flag.assert_called_once()
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self.assertEqual(response.status_code, 200)
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io.close()
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@mock.patch("requests.post")
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class TestInterpretation(unittest.TestCase):
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def test_interpretation(self, mock_post):
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io = gr.Interface(lambda x: len(x), "text", "label", interpretation="default")
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app, _, _ = io.launch(prevent_thread_lock=True)
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client = app.test_client()
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io.interpret = mock.MagicMock(return_value=(None, None))
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response = client.post('/api/interpret/', json={"data": ["test test"]})
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mock_post.assert_any_call(networking.GRADIO_FEATURE_ANALYTICS_URL, data=ANY, timeout=ANY)
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self.assertEqual(response.status_code, 200)
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io.close()
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class TestState(unittest.TestCase):
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def test_state_initialization(self):
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io = gr.Interface(lambda x: len(x), "text", "label", analytics_enabled=False)
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app, _, _ = io.launch(prevent_thread_lock=True)
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with app.test_request_context():
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self.assertIsNone(networking.get_state())
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def test_state_value(self):
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io = gr.Interface(lambda x: len(x), "text", "label", analytics_enabled=False)
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io.launch(prevent_thread_lock=True)
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app, _, _ = io.launch(prevent_thread_lock=True)
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with app.test_request_context():
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networking.set_state("test")
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client = app.test_client()
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client.post('/api/predict/', json={"data": [0]})
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self.assertEquals(networking.get_state(), "test")
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class TestURLs(unittest.TestCase):
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def test_url_ok(self):
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urllib.request.urlopen = mock.MagicMock(return_value="test")
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res = networking.url_request("http://www.gradio.app")
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self.assertEquals(res, "test")
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def test_setup_tunnel(self):
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networking.create_tunnel = mock.MagicMock(return_value="test")
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res = networking.setup_tunnel(None, None)
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self.assertEquals(res, "test")
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def test_url_ok(self):
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res = networking.url_ok("https://www.gradio.app")
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self.assertTrue(res)
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class TestQueuing(unittest.TestCase):
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def test_queueing(self):
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io = gr.Interface(lambda x: x, "text", "text", analytics_enabled=False)
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app, _, _ = io.launch(prevent_thread_lock=True)
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client = app.test_client()
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# mock queue methods and post method
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networking.queue.pop = mock.MagicMock(return_value=(None, None, None, 'predict'))
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networking.queue.pass_job = mock.MagicMock(return_value=(None, None))
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networking.queue.fail_job = mock.MagicMock(return_value=(None, None))
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networking.queue.start_job = mock.MagicMock(return_value=None)
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requests.post = mock.MagicMock(return_value=mock.MagicMock(status_code=200))
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# execute queue action successfully
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networking.queue_thread('test_path', test_mode=True)
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networking.queue.pass_job.assert_called_once()
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# execute queue action unsuccessfully
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requests.post = mock.MagicMock(return_value=mock.MagicMock(status_code=500))
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networking.queue_thread('test_path', test_mode=True)
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networking.queue.fail_job.assert_called_once()
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# no more things on the queue so methods shouldn't be called any more times
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networking.queue.pop = mock.MagicMock(return_value=None)
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networking.queue.pass_job.assert_called_once()
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networking.queue.fail_job.assert_called_once()
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if __name__ == '__main__':
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unittest.main()
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