gradio/test/test_interface.py
2020-08-10 12:27:29 -04:00

36 lines
1.2 KiB
Python

import unittest
import numpy as np
import gradio as gr
import gradio.inputs
import gradio.outputs
class TestInterface(unittest.TestCase):
def test_input_output_mapping(self):
io = gr.Interface(inputs='SketCHPad', outputs='TexT', fn=lambda x:
x, analytics_enabled=False)
self.assertIsInstance(io.input_interfaces[0], gradio.inputs.Sketchpad)
self.assertIsInstance(io.output_interfaces[0], gradio.outputs.Textbox)
def test_input_interface_is_instance(self):
inp = gradio.inputs.Image()
io = gr.Interface(inputs=inp, outputs='teXT', fn=lambda x: x,
analytics_enabled=False)
self.assertEqual(io.input_interfaces[0], inp)
def test_output_interface_is_instance(self):
out = gradio.outputs.Label()
io = gr.Interface(inputs='SketCHPad', outputs=out, fn=lambda x: x,
analytics_enabled=False)
self.assertEqual(io.output_interfaces[0], out)
def test_prediction(self):
def model(x):
return 2*x
io = gr.Interface(inputs='textbox', outputs='TEXT', fn=model,
analytics_enabled=False)
self.assertEqual(io.predict[0](11), 22)
if __name__ == '__main__':
unittest.main()