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()
import gradio as gr
demo = gr.Blocks()
with demo:
gr.Textbox("Hello")
gr.Number(5)
if __name__ == "__main__":
demo.launch()
"files/titanic.csv",
df1, # Dataframe
np.random.randint(0, 10, (4, 4)), # Dataframe
[
im for im in [im1, im2, im3, im4, "files/cheetah1.jpg"] if im is not None
], # Carousel
df2, # Timeseries
)
demo = gr.Interface(
fn,
inputs=[
gr.Textbox(default_value="Lorem ipsum", label="Textbox"),
gr.Textbox(lines=3, placeholder="Type here..", label="Textbox 2"),
gr.Number(label="Number", default=42),
gr.Slider(minimum=10, maximum=20, default_value=15, label="Slider: 10 - 20"),
gr.Slider(maximum=20, step=0.04, label="Slider: step @ 0.04"),
gr.Checkbox(label="Checkbox"),
gr.CheckboxGroup(
label="CheckboxGroup", choices=CHOICES, default_selected=CHOICES[0:2]
),
gr.Radio(label="Radio", choices=CHOICES, default_selected=CHOICES[2]),
gr.Dropdown(label="Dropdown", choices=CHOICES),
gr.Image(label="Image"),
gr.Image(label="Image w/ Cropper", tool="select"),
gr.Image(label="Sketchpad", source="canvas"),
gr.Image(label="Webcam", source="webcam"),
gr.Video(label="Video"),
gr.Audio(label="Audio"),
gr.Audio(label="Microphone", source="microphone"),
import gradio as gr
def greet(name: str, repeat: int):
return "Hello " + name * repeat + "!!"
demo = gr.Interface(fn=greet,
inputs=[gr.Textbox(lines=2, max_lines=4),
gr.Number()],
outputs=gr.component("textarea"))
if __name__ == "__main__":
demo.launch()
import gradio as gr
with gr.Blocks() as demo:
txt = gr.Textbox(label="Small Textbox", lines=1)
txt = gr.Textbox(label="Large Textbox", lines=5)
num = gr.Number(label="Number")
check = gr.Checkbox(label="Checkbox")
check_g = gr.CheckboxGroup(label="Checkbox Group",
choices=["One", "Two", "Three"])
radio = gr.Radio(label="Radio", choices=["One", "Two", "Three"])
drop = gr.Dropdown(label="Dropdown", choices=["One", "Two", "Three"])
slider = gr.Slider(label="Slider")
audio = gr.Audio()
video = gr.Video()
image = gr.Image()
ts = gr.Timeseries()
df = gr.Dataframe()
html = gr.HTML()
json = gr.JSON()
md = gr.Markdown()
label = gr.Label()
highlight = gr.HighlightedText()
# layout components are static only
# carousel doesn't work like other components
# carousel = gr.Carousel()
if __name__ == "__main__":
demo.launch()
import gradio as gr
test = gr.Blocks()
with test:
num = gr.Variable(default_value=0)
squared = gr.Number(default_value=0)
btn = gr.Button("Next Square")
def increase(var):
var += 1
return var, var**2
btn.click(increase, [num], [num, squared])
test.launch()
"https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=387&q=80",
"https://images.unsplash.com/photo-1554151228-14d9def656e4?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=386&q=80",
"https://images.unsplash.com/photo-1542909168-82c3e7fdca5c?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxzZWFyY2h8MXx8aHVtYW4lMjBmYWNlfGVufDB8fDB8fA%3D%3D&w=1000&q=80",
"https://images.unsplash.com/photo-1546456073-92b9f0a8d413?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=387&q=80",
"https://images.unsplash.com/photo-1601412436009-d964bd02edbc?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=464&q=80",
])
return image
demo = gr.Interface(
fn=fake_gan,
inputs=[
gr.Image(label="Initial Image (optional)"),
gr.Slider(25, minimum=0, maximum=50,
label="TV_scale (for smoothness)"),
gr.Slider(25,
minimum=0,
maximum=50,
label="Range_Scale (out of range RBG)"),
gr.Number(label="Seed"),
gr.Number(label="Respacing"),
],
outputs=gr.Image(label="Generated Image"),
title="FD-GAN",
description=
"This is a fake demo of a GAN. In reality, the images are randomly chosen from Unsplash.",
)
if __name__ == "__main__":
demo.launch()
})
df = encode_age(df)
df = encode_fare(df)
pred = clf.predict_proba(df)[0]
return {"Perishes": float(pred[0]), "Survives": float(pred[1])}
demo = gr.Interface(
predict_survival,
[
gr.Dropdown(["first", "second", "third"], type="index"),
"checkbox",
gr.Slider(minimum=0, maximum=80),
gr.CheckboxGroup(["Sibling", "Child"],
label="Travelling with (select all)"),
gr.Number(),
gr.Radio(["S", "C", "Q"], type="index"),
],
"label",
examples=[
["first", True, 30, [], 50, "S"],
["second", False, 40, ["Sibling", "Child"], 10, "Q"],
["third", True, 30, ["Child"], 20, "S"],
],
interpretation="default",
live=True,
)
if __name__ == "__main__":
demo.launch()