File size: 8,942 Bytes
a03b3ba |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 |
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
|