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import gradio as gr | |
import os | |
import json | |
import importlib | |
import sys | |
from contextlib import redirect_stdout, redirect_stderr | |
import io | |
# Set environment variable to avoid matplotlib permission issues | |
os.environ['MPLCONFIGDIR'] = '/tmp' | |
# Example app implementations | |
APP_REGISTRY = { | |
"hello_world": { | |
"title": "Hello World", | |
"description": "A simple greeting app", | |
"function": None # will be populated | |
}, | |
"calculator": { | |
"title": "Calculator", | |
"description": "A basic arithmetic calculator", | |
"function": None # will be populated | |
}, | |
"image_filter": { | |
"title": "Image Filter", | |
"description": "Apply visual effects to images", | |
"function": None # will be populated | |
} | |
} | |
# Hello World implementation | |
def create_hello_world(): | |
def greet(name): | |
return f"Hello, {name}!" | |
demo = gr.Interface( | |
fn=greet, | |
inputs=gr.Textbox(label="Your Name"), | |
outputs=gr.Textbox(label="Greeting"), | |
title="Hello World App", | |
description="A simple greeting app", | |
examples=[["World"], ["Friend"], ["Gradio"]] | |
) | |
return demo | |
# Calculator implementation | |
def create_calculator(): | |
def calculate(num1, num2, operation): | |
if operation == "Add": | |
return num1 + num2 | |
elif operation == "Subtract": | |
return num1 - num2 | |
elif operation == "Multiply": | |
return num1 * num2 | |
elif operation == "Divide": | |
if num2 == 0: | |
return "Error: Division by zero" | |
return num1 / num2 | |
demo = gr.Interface( | |
fn=calculate, | |
inputs=[ | |
gr.Number(label="First Number"), | |
gr.Number(label="Second Number"), | |
gr.Radio(["Add", "Subtract", "Multiply", "Divide"], label="Operation") | |
], | |
outputs=gr.Textbox(label="Result"), | |
title="Calculator App", | |
description="Perform basic arithmetic operations", | |
examples=[ | |
[5, 3, "Add"], | |
[10, 4, "Subtract"], | |
[6, 7, "Multiply"], | |
[20, 4, "Divide"] | |
] | |
) | |
return demo | |
# Image Filter implementation | |
def create_image_filter(): | |
def apply_filter(image, filter_type): | |
if image is None: | |
return None | |
import numpy as np | |
from PIL import Image | |
img_array = np.array(image) | |
if filter_type == "Grayscale": | |
result = np.mean(img_array, axis=2).astype(np.uint8) | |
return Image.fromarray(result) | |
elif filter_type == "Invert": | |
result = 255 - img_array | |
return Image.fromarray(result) | |
elif filter_type == "Sepia": | |
sepia = np.array([[0.393, 0.769, 0.189], | |
[0.349, 0.686, 0.168], | |
[0.272, 0.534, 0.131]]) | |
sepia_img = img_array.dot(sepia.T) | |
sepia_img[sepia_img > 255] = 255 | |
return Image.fromarray(sepia_img.astype(np.uint8)) | |
return image | |
demo = gr.Interface( | |
fn=apply_filter, | |
inputs=[ | |
gr.Image(type="pil"), | |
gr.Radio(["Grayscale", "Invert", "Sepia"], label="Filter") | |
], | |
outputs=gr.Image(type="pil"), | |
title="Image Filter App", | |
description="Apply different filters to your images", | |
examples=[ | |
["https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=500", "Grayscale"], | |
["https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=500", "Invert"], | |
["https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=500", "Sepia"] | |
] | |
) | |
return demo | |
# Register demo creation functions | |
APP_REGISTRY["hello_world"]["function"] = create_hello_world | |
APP_REGISTRY["calculator"]["function"] = create_calculator | |
APP_REGISTRY["image_filter"]["function"] = create_image_filter | |
# Example of code for each app as a string (for display purposes) | |
APP_CODES = { | |
"hello_world": """ | |
import gradio as gr | |
def greet(name): | |
return f"Hello, {name}!" | |
demo = gr.Interface( | |
fn=greet, | |
inputs=gr.Textbox(label="Your Name"), | |
outputs=gr.Textbox(label="Greeting"), | |
title="Hello World App", | |
description="A simple greeting app", | |
examples=[["World"], ["Friend"], ["Gradio"]] | |
) | |
""", | |
"calculator": """ | |
import gradio as gr | |
def calculate(num1, num2, operation): | |
if operation == "Add": | |
return num1 + num2 | |
elif operation == "Subtract": | |
return num1 - num2 | |
elif operation == "Multiply": | |
return num1 * num2 | |
elif operation == "Divide": | |
if num2 == 0: | |
return "Error: Division by zero" | |
return num1 / num2 | |
demo = gr.Interface( | |
fn=calculate, | |
inputs=[ | |
gr.Number(label="First Number"), | |
gr.Number(label="Second Number"), | |
gr.Radio(["Add", "Subtract", "Multiply", "Divide"], label="Operation") | |
], | |
outputs=gr.Textbox(label="Result"), | |
title="Calculator App", | |
description="Perform basic arithmetic operations", | |
examples=[ | |
[5, 3, "Add"], | |
[10, 4, "Subtract"], | |
[6, 7, "Multiply"], | |
[20, 4, "Divide"] | |
] | |
) | |
""", | |
"image_filter": """ | |
import gradio as gr | |
import numpy as np | |
from PIL import Image | |
def apply_filter(image, filter_type): | |
if image is None: | |
return None | |
img_array = np.array(image) | |
if filter_type == "Grayscale": | |
result = np.mean(img_array, axis=2).astype(np.uint8) | |
return Image.fromarray(result) | |
elif filter_type == "Invert": | |
result = 255 - img_array | |
return Image.fromarray(result) | |
elif filter_type == "Sepia": | |
sepia = np.array([[0.393, 0.769, 0.189], | |
[0.349, 0.686, 0.168], | |
[0.272, 0.534, 0.131]]) | |
sepia_img = img_array.dot(sepia.T) | |
sepia_img[sepia_img > 255] = 255 | |
return Image.fromarray(sepia_img.astype(np.uint8)) | |
return image | |
demo = gr.Interface( | |
fn=apply_filter, | |
inputs=[ | |
gr.Image(type="pil"), | |
gr.Radio(["Grayscale", "Invert", "Sepia"], label="Filter") | |
], | |
outputs=gr.Image(type="pil"), | |
title="Image Filter App", | |
description="Apply different filters to your images", | |
examples=[ | |
["https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=500", "Grayscale"], | |
["https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=500", "Invert"], | |
["https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=500", "Sepia"] | |
] | |
) | |
""" | |
} | |
# Create an app selector that loads apps dynamically | |
def create_main_app(): | |
with gr.Blocks(title="Dynamic Gradio App Generator") as demo: | |
gr.Markdown("# 🔄 Dynamic Gradio App Generator") | |
gr.Markdown("Select an app type to load it dynamically without refreshing the page") | |
# Create placeholders for dynamic app loading | |
app_blocks_container = gr.Blocks(visible=False) | |
with app_blocks_container: | |
# This container will be dynamically replaced | |
app_placeholder = gr.Markdown("Loading app...") | |
with gr.Row(): | |
with gr.Column(scale=1): | |
# App selection area | |
gr.Markdown("### Choose an App Template") | |
app_selection = gr.Radio( | |
choices=list(APP_REGISTRY.keys()), | |
value="hello_world", | |
label="Available Templates", | |
info="Select a template to view and run it", | |
interactive=True | |
) | |
# Description display | |
app_description = gr.Markdown(f"**{APP_REGISTRY['hello_world']['title']}**: {APP_REGISTRY['hello_world']['description']}") | |
# Load button | |
load_btn = gr.Button("Load Selected App", variant="primary") | |
# Code display | |
with gr.Accordion("View Code", open=False): | |
code_display = gr.Code( | |
language="python", | |
value=APP_CODES["hello_world"], | |
label="App Code" | |
) | |
# Status message | |
status_msg = gr.Markdown("Select an app and click 'Load Selected App'") | |
with gr.Column(scale=2): | |
# This is where our dynamically loaded app will appear | |
app_container = gr.Group(visible=True) | |
with app_container: | |
gr.Markdown("### App Preview") | |
gr.Markdown("No app loaded yet. Select an app and click 'Load Selected App'.") | |
# Update description and code when selection changes | |
def update_description_and_code(selection): | |
return ( | |
f"**{APP_REGISTRY[selection]['title']}**: {APP_REGISTRY[selection]['description']}", | |
APP_CODES[selection] | |
) | |
app_selection.change( | |
update_description_and_code, | |
inputs=app_selection, | |
outputs=[app_description, code_display] | |
) | |
# Load the selected app | |
def load_selected_app(selection): | |
try: | |
# Create the app | |
app_func = APP_REGISTRY[selection]["function"] | |
app = app_func() | |
# Update the container content (this is done via JavaScript) | |
return { | |
status_msg: f"Successfully loaded {APP_REGISTRY[selection]['title']}", | |
app_container: gr.update(visible=False), # Hide temporarily for replacement | |
} | |
except Exception as e: | |
error_msg = str(e) | |
return { | |
status_msg: f"Error loading app: {error_msg}", | |
app_container: gr.update(visible=True), | |
} | |
# This uses Gradio's JavaScript event handling to dynamically mount the app | |
demo.load(None, js=""" | |
function() { | |
let loadedAppIframe = null; | |
let intervalId = null; | |
// Function to handle the "Load Selected App" button click | |
document.addEventListener('click', function(event) { | |
// Find button by text or class | |
if (event.target.textContent === 'Load Selected App' || | |
(event.target.parentElement && event.target.parentElement.textContent === 'Load Selected App')) { | |
// Get the selected app | |
const radioButtons = document.querySelectorAll('input[type="radio"]'); | |
let selectedApp = null; | |
for (const radio of radioButtons) { | |
if (radio.checked) { | |
selectedApp = radio.value; | |
break; | |
} | |
} | |
if (!selectedApp) return; | |
// Stop any previous timer | |
if (intervalId) { | |
clearInterval(intervalId); | |
} | |
// Show loading indicator | |
const appContainer = document.querySelector('.app-preview'); | |
if (appContainer) { | |
appContainer.innerHTML = '<p>Loading app...</p>'; | |
} | |
// Create route for app | |
const appUrl = '/' + selectedApp; | |
// Clean up previous iframe if exists | |
if (loadedAppIframe) { | |
loadedAppIframe.remove(); | |
} | |
// Create an iframe and load the app | |
loadedAppIframe = document.createElement('iframe'); | |
loadedAppIframe.style.width = '100%'; | |
loadedAppIframe.style.height = '600px'; | |
loadedAppIframe.style.border = 'none'; | |
loadedAppIframe.src = appUrl; | |
// Find the app container column (second column) | |
const columns = document.querySelectorAll('.gradio-column'); | |
if (columns.length > 1) { | |
columns[1].innerHTML = ''; // Clear existing content | |
columns[1].appendChild(loadedAppIframe); | |
} | |
// Update the status | |
const statusEl = document.querySelector('#status-message'); | |
if (statusEl) { | |
statusEl.textContent = 'App loaded successfully'; | |
} | |
} | |
}); | |
} | |
""") | |
return demo | |
# Function to create and mount all apps | |
def create_app(): | |
# Create the main selector app | |
main_app = create_main_app() | |
# Create all the individual apps | |
for app_name, app_info in APP_REGISTRY.items(): | |
app_func = app_info["function"] | |
if app_func: | |
app_instance = app_func() | |
# This is for Gradio 4.x - it mounts each app at its own route | |
main_app = gr.mount_gradio_app(main_app, app_instance, f"/{app_name}") | |
return main_app | |
# Launch the app | |
if __name__ == "__main__": | |
demo = create_app() | |
demo.launch(server_name="0.0.0.0", server_port=7860) |