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import streamlit as st
import numpy as np

# Function to generate the grocery list
def generate_grocery_list(family_details, budget, region, preferences):
    grocery_list = []
    price_estimates = {
        "Rice (1kg)": 2.5,
        "Flour (1kg)": 1.2,
        "Milk (1L)": 1.5,
        "Eggs (12)": 2.0,
        "Chicken (1kg)": 5.0,
        "Beef (1kg)": 8.0,
        "Vegetables (1kg)": 3.0,
        "Fruits (1kg)": 4.0,
        "Bread (loaf)": 1.0,
        "Cooking Oil (1L)": 3.5,
        "Sugar (1kg)": 1.8,
        "Salt (1kg)": 0.5
    }

    # Estimate quantity based on family members and age groups
    rice_needed = family_details['adults'] * 5 + family_details['children_under_5'] * 2 + family_details['children_5_to_12'] * 4
    flour_needed = family_details['adults'] * 4 + family_details['children_under_5'] * 2 + family_details['children_5_to_12'] * 3
    milk_needed = family_details['adults'] * 10 + family_details['children_under_5'] * 8 + family_details['children_5_to_12'] * 7
    eggs_needed = family_details['adults'] * 12 + family_details['children_5_to_12'] * 8
    chicken_needed = family_details['adults'] * 4 + family_details['children_5_to_12'] * 2

    # Add the items to the grocery list
    grocery_list.append(f"Rice (kg): {rice_needed} kg")
    grocery_list.append(f"Flour (kg): {flour_needed} kg")
    grocery_list.append(f"Milk (L): {milk_needed} L")
    grocery_list.append(f"Eggs: {eggs_needed} dozen")
    grocery_list.append(f"Chicken (kg): {chicken_needed} kg")
    
    # Calculate the total estimated price
    total_cost = (rice_needed * price_estimates["Rice (1kg)"] +
                  flour_needed * price_estimates["Flour (1kg)"] +
                  milk_needed * price_estimates["Milk (1L)"] +
                  eggs_needed * price_estimates["Eggs (12)"] +
                  chicken_needed * price_estimates["Chicken (1kg)"])
    
    # Ensure the list fits within the budget
    if total_cost > budget:
        grocery_list.append(f"Warning: Your budget of ${budget} is insufficient. Total cost is ${total_cost:.2f}.")
    else:
        grocery_list.append(f"Total estimated cost: ${total_cost:.2f}")

    return grocery_list

# Streamlit App UI
st.title("Family Grocery List Generator")
st.markdown("""
    **Create a monthly grocery list based on your family size, preferences, and budget.**
""")

# Collecting user inputs
st.sidebar.header("Enter Your Family Details")

# Number of family members in different age groups
num_adults = st.sidebar.number_input("Number of Adults (Age 18+)", min_value=0, value=2)
num_children_under_5 = st.sidebar.number_input("Number of Children under 5", min_value=0, value=1)
num_children_5_to_12 = st.sidebar.number_input("Number of Children (5-12 years)", min_value=0, value=1)
num_teenagers = st.sidebar.number_input("Number of Teenagers (13-18 years)", min_value=0, value=1)

# Family preferences
food_preferences = st.sidebar.selectbox("Food Preferences", ["Halal", "Vegetarian", "Non-Vegetarian"])
region = st.sidebar.selectbox("Region", ["South Asia", "Middle East", "North America", "Europe"])

# Budget
budget = st.sidebar.number_input("Monthly Grocery Budget ($)", min_value=50, value=150)

# Family Details Dictionary
family_details = {
    'adults': num_adults,
    'children_under_5': num_children_under_5,
    'children_5_to_12': num_children_5_to_12,
    'teenagers': num_teenagers
}

# Button to generate grocery list
if st.sidebar.button("Generate Grocery List"):
    # Generate the list based on user inputs
    grocery_list = generate_grocery_list(family_details, budget, region, food_preferences)

    # Display the grocery list
    st.subheader("Your Monthly Grocery List:")
    for item in grocery_list:
        st.write(f"- {item}")
    
    # Prepare the quotation text
    grocery_list_text = "\n".join(grocery_list)
    
    # Provide a download button for the list
    st.download_button(
        label="Download Grocery List",
        data=grocery_list_text.encode('utf-8'),
        file_name="monthly_grocery_list.txt",
        mime="text/plain"
    )

# About Section
st.sidebar.markdown("""
    ## About the App
    This app helps you create a monthly grocery list based on the size and preferences of your family.
    You can input the number of adults, children, teenagers, and specify food preferences like Halal, Vegetarian, or Non-Vegetarian.
    The app then generates a grocery list along with estimated prices and compares it to your budget.
""")