app.py

import gradio as gr
import pickle

def load_and_display_data():
    """Loads the pickled data and formats it for display."""
    try:
        with open('canteen_surplus_data.pkl', 'rb') as f:
            data = pickle.load(f)
        # Format the dictionary for better display in Gradio
        formatted_output = ""
        for canteen_id, info in data.items():
            formatted_output += f"Canteen ID: {canteen_id}\n"
            formatted_output += f"  Canteen Name: {info['canteen_name']}\n"
            formatted_output += f"  Predicted Surplus: {info['predicted_surplus']}\n"
            formatted_output += f"  NGO Requirement: {info['ngo_requirement']}\n"
            formatted_output += "-" * 20 + "\n"
        return formatted_output
    except FileNotFoundError:
        return "Error: canteen_surplus_data.pkl not found."
    except Exception as e:
        return f"An error occurred: {e}"

# Create a Gradio interface to display the data
iface = gr.Interface(
    fn=load_and_display_data,
    inputs=None,  # No input needed to display the data
    outputs="text",
    title="Canteen Surplus and NGO Requirements",
    description="Displays the predicted surplus units and NGO requirements for each canteen."
)

iface.launch()