import gradio as gr
import pandas as pd
# Function to load the menu data from Excel
def load_menu():
menu_file = "menu.xlsx" # Ensure this file exists in the same directory
try:
return pd.read_excel(menu_file)
except Exception as e:
raise ValueError(f"Error loading menu file: {e}")
# Function to filter menu items based on preference
def filter_menu(preference):
menu_data = load_menu()
if preference == "Halal/Non-Veg":
filtered_data = menu_data[menu_data["Ingredients"].str.contains("Chicken|Mutton|Fish|Prawns|Goat", case=False, na=False)]
elif preference == "Vegetarian":
filtered_data = menu_data[~menu_data["Ingredients"].str.contains("Chicken|Mutton|Fish|Prawns|Goat", case=False, na=False)]
elif preference == "Guilt-Free":
filtered_data = menu_data[menu_data["Description"].str.contains(r"Fat: ([0-9]|10)g", case=False, na=False)]
else: # Default to "All"
filtered_data = menu_data
# Generate HTML for the menu
html_content = ""
for _, item in filtered_data.iterrows():
html_content += f"""
{item['Dish Name']}
${item['Price ($)']}
{item['Description']}
"""
return html_content
# Function to render dish details for the suggestion page
def render_dish_details(dish_name):
print(f"Dish name received: {dish_name}") # Debugging line
menu_data = load_menu()
try:
dish = menu_data[menu_data["Dish Name"] == dish_name].iloc[0]
return (
dish["Image URL"],
dish_name,
dish["Description"],
f"${dish['Price ($)']}"
)
except IndexError:
raise ValueError(f"Dish '{dish_name}' not found!")
# Gradio app definition
def app():
with gr.Blocks() as demo:
gr.Markdown("## Menu with Dynamic Filters")
selected_dish = gr.State("") # State for the selected dish name
# Menu components
preference_selector = gr.Radio(
choices=["All", "Vegetarian", "Halal/Non-Veg", "Guilt-Free"],
value="All",
label="Choose a Preference"
)
menu_html = gr.HTML(value=filter_menu("All"))
# Suggestion page components
suggestion_page = gr.Column(visible=False)
dish_image = gr.Image(label="Dish Image")
dish_name = gr.Markdown()
dish_description = gr.Markdown()
dish_price = gr.Markdown()
# Functions
def update_menu(preference):
return filter_menu(preference)
def show_suggestion(dish_name):
try:
img, name, desc, price = render_dish_details(dish_name)
return (
gr.update(visible=False),
gr.update(visible=True),
img,
f"## {name}",
desc,
price
)
except ValueError as e:
return (
gr.update(visible=True),
gr.update(visible=False),
"",
f"Error: {str(e)}",
"",
""
)
# Event Handlers
preference_selector.change(
update_menu,
inputs=[preference_selector],
outputs=[menu_html]
)
menu_html.change(
show_suggestion,
inputs=[selected_dish],
outputs=[menu_html, suggestion_page, dish_image, dish_name, dish_description, dish_price]
)
# Layout
with gr.Row():
menu_html
with suggestion_page:
dish_image
dish_name
dish_description
dish_price
return demo
if __name__ == "__main__":
demo = app()
demo.launch()