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import gradio as gr | |
import json | |
import re | |
# Utility functions | |
def sanitize_name(name): | |
return re.sub(r'\W|^(?=\d)', '_', name).lower() | |
def validate_input(component): | |
if component['type'] in ['Number', 'Slider']: | |
min_value = float(component.get('min_value', 0)) | |
max_value = float(component.get('max_value', 100)) | |
if min_value >= max_value: | |
return False, "Min value must be less than max value" | |
elif component['type'] in ['Dropdown', 'Radio']: | |
if not component.get('choices'): | |
return False, f"{component['type']} must have at least one choice" | |
return True, "" | |
# Core functionality | |
def generate_gradio_code(interface_name, components): | |
sanitized_name = sanitize_name(interface_name) | |
code = f"import gradio as gr\n\n" | |
code += f"def {sanitized_name}_interface(*args):\n" | |
code += f" # Your processing logic here\n" | |
code += f" results = [arg for arg in args]\n" | |
code += f" return results\n\n" | |
code += f"with gr.Blocks() as {sanitized_name}:\n" | |
code += f" inputs = []\n" | |
for i, component in enumerate(components): | |
label = component.get('label', f'Field {i+1}') | |
field_type = component['type'] | |
if field_type == "Textbox": | |
placeholder = component.get('placeholder', '') | |
code += f" input_{i} = gr.Textbox(label='{label}', placeholder='{placeholder}')\n" | |
elif field_type == "Number": | |
min_value = component.get('min_value', 0) | |
max_value = component.get('max_value', 100) | |
code += f" input_{i} = gr.Number(label='{label}', value=0, minimum={min_value}, maximum={max_value})\n" | |
elif field_type == "Dropdown": | |
choices = component.get('choices', ['Option 1', 'Option 2']) | |
choices_str = json.dumps(choices) | |
code += f" input_{i} = gr.Dropdown(label='{label}', choices={choices_str})\n" | |
elif field_type == "Slider": | |
min_value = component.get('min_value', 0) | |
max_value = component.get('max_value', 100) | |
code += f" input_{i} = gr.Slider(label='{label}', minimum={min_value}, maximum={max_value})\n" | |
elif field_type == "Checkbox": | |
code += f" input_{i} = gr.Checkbox(label='{label}')\n" | |
elif field_type == "Radio": | |
choices = component.get('choices', ['Option 1', 'Option 2']) | |
choices_str = json.dumps(choices) | |
code += f" input_{i} = gr.Radio(label='{label}', choices={choices_str})\n" | |
code += f" inputs.append(input_{i})\n" | |
code += f" outputs = [gr.Textbox(label='Output {i+1}') for i in range(len(inputs))]\n" | |
code += f" gr.Interface(fn={sanitized_name}_interface, inputs=inputs, outputs=outputs).launch()\n" | |
return code | |
def add_field(component_type, field_label, placeholder_text, min_value, max_value, choices, components): | |
new_component = {"type": component_type, "label": field_label} | |
if component_type == "Textbox": | |
new_component["placeholder"] = placeholder_text | |
elif component_type in ["Number", "Slider"]: | |
new_component["min_value"] = float(min_value) if min_value else 0 | |
new_component["max_value"] = float(max_value) if max_value else 100 | |
elif component_type in ["Dropdown", "Radio"]: | |
choices_list = [choice.strip() for choice in choices.split(',') if choice.strip()] | |
if not choices_list: | |
choices_list = ['Option 1', 'Option 2'] | |
new_component["choices"] = choices_list | |
is_valid, error_message = validate_input(new_component) | |
if not is_valid: | |
return components, components, gr.update(visible=True, value=error_message) | |
components.append(new_component) | |
return components, components, gr.update(visible=True, value="Field added successfully!") | |
def update_visibility(component_type): | |
return ( | |
gr.update(visible=component_type == "Textbox"), | |
gr.update(visible=component_type in ["Slider", "Number"]), | |
gr.update(visible=component_type in ["Dropdown", "Radio"]), | |
gr.update(visible=component_type in ["Slider", "Number"]) | |
) | |
def edit_field(index, component_type, field_label, placeholder_text, min_value, max_value, choices, components): | |
try: | |
index = int(index) | |
if 0 <= index < len(components): | |
new_component = {"type": component_type, "label": field_label} | |
if component_type == "Textbox": | |
new_component["placeholder"] = placeholder_text | |
elif component_type in ["Number", "Slider"]: | |
new_component["min_value"] = float(min_value) if min_value else 0 | |
new_component["max_value"] = float(max_value) if max_value else 100 | |
elif component_type in ["Dropdown", "Radio"]: | |
choices_list = [choice.strip() for choice in choices.split(',') if choice.strip()] | |
if not choices_list: | |
choices_list = ['Option 1', 'Option 2'] | |
new_component["choices"] = choices_list | |
is_valid, error_message = validate_input(new_component) | |
if not is_valid: | |
return components, components, gr.update(visible=True, value=error_message) | |
components[index] = new_component | |
return components, components, gr.update(visible=True, value="Field updated successfully!") | |
else: | |
return components, components, gr.update(visible=True, value="Invalid field index") | |
except ValueError: | |
return components, components, gr.update(visible=True, value="Invalid index. Please enter a number.") | |
def delete_field(index, components): | |
try: | |
index = int(index) | |
if 0 <= index < len(components): | |
del components[index] | |
return components, components, gr.update(visible=True, value="Field deleted successfully!") | |
else: | |
return components, components, gr.update(visible=True, value="Invalid field index") | |
except ValueError: | |
return components, components, gr.update(visible=True, value="Invalid index. Please enter a number.") | |
def save_design(interface_name, components): | |
design = { | |
"interface_name": interface_name, | |
"components": components | |
} | |
filename = f"{sanitize_name(interface_name)}_design.json" | |
with open(filename, 'w') as f: | |
json.dump(design, f, indent=2) | |
return gr.update(visible=True, value=f"Design saved to {filename}") | |
def load_design(file): | |
if file is None: | |
return None, [], gr.update(visible=True, value="No file selected") | |
try: | |
design = json.load(file) | |
interface_name = design.get("interface_name", "") | |
components = design.get("components", []) | |
return interface_name, components, gr.update(visible=True, value="Design loaded successfully!") | |
except json.JSONDecodeError: | |
return None, [], gr.update(visible=True, value="Invalid JSON file") | |
def ui(): | |
with gr.Blocks() as demo: | |
gr.Markdown("# Gradio UI Designer") | |
gr.Markdown("Design your Gradio interface by adding and customizing fields. Generate code with a single click!") | |
with gr.Row(): | |
with gr.Column(scale=2): | |
interface_name = gr.Textbox(label="Interface Name", placeholder="Enter the interface name") | |
with gr.Group(): | |
gr.Markdown("### Add/Edit Field") | |
component_type = gr.Dropdown( | |
choices=["Textbox", "Number", "Dropdown", "Slider", "Checkbox", "Radio"], | |
label="Field Type" | |
) | |
field_label = gr.Textbox(label="Field Label", placeholder="Enter field label") | |
placeholder_text = gr.Textbox( | |
label="Placeholder (for Textbox)", | |
visible=False, | |
placeholder="Enter placeholder text" | |
) | |
min_value = gr.Number(label="Min Value (for Slider/Number)", value=0, visible=False) | |
max_value = gr.Number(label="Max Value (for Slider/Number)", value=100, visible=False) | |
choices = gr.Textbox( | |
label="Choices (comma-separated for Dropdown/Radio)", | |
visible=False, | |
placeholder="e.g., Option 1, Option 2" | |
) | |
components_list = gr.State([]) | |
add_button = gr.Button("Add Field") | |
edit_index = gr.Number(label="Field Index to Edit/Delete", value=0) | |
edit_button = gr.Button("Edit Field") | |
delete_button = gr.Button("Delete Field") | |
feedback = gr.Textbox(label="Feedback", visible=True) | |
with gr.Column(scale=3): | |
components_display = gr.JSON(label="Component List") | |
generated_code = gr.Code(label="Generated Code", language="python") | |
generate_button = gr.Button("Generate Code") | |
with gr.Row(): | |
save_button = gr.Button("Save Design") | |
load_button = gr.UploadButton("Load Design", file_types=[".json"]) | |
# Event handlers | |
component_type.change( | |
update_visibility, | |
inputs=[component_type], | |
outputs=[placeholder_text, min_value, choices, max_value] | |
) | |
add_button.click( | |
add_field, | |
inputs=[component_type, field_label, placeholder_text, min_value, max_value, choices, components_list], | |
outputs=[components_display, components_list, feedback] | |
) | |
edit_button.click( | |
edit_field, | |
inputs=[edit_index, component_type, field_label, placeholder_text, min_value, max_value, choices, components_list], | |
outputs=[components_display, components_list, feedback] | |
) | |
delete_button.click( | |
delete_field, | |
inputs=[edit_index, components_list], | |
outputs=[components_display, components_list, feedback] | |
) | |
generate_button.click( | |
generate_gradio_code, | |
inputs=[interface_name, components_list], | |
outputs=generated_code | |
) | |
save_button.click( | |
save_design, | |
inputs=[interface_name, components_list], | |
outputs=[feedback] | |
) | |
load_button.upload( | |
load_design, | |
inputs=[load_button], | |
outputs=[interface_name, components_list, feedback] | |
) | |
return demo | |
# Launch the Gradio app | |
if __name__ == "__main__": | |
ui().launch() |