app.py

import streamlit as st
import json

st.set_page_config(layout='wide')

# Load furniture categories and attributes from a JSON file
def load_furniture_data():
    with open('./config/furniture_taxonomy.json', 'r') as file:
        data = json.load(file)
    return data

def load_images():
    with open('./config/images.json', 'r') as file:
        images_data = json.load(file)
    return images_data



# Custom CSS to style the buttons
st.markdown("""
<style>
.streamlit-button { background-color: #0052CC; color: white; }
</style>
""", unsafe_allow_html=True)

# Function to filter images based on selected options and category
def filter_images(images_data, selected_options, category):
    matched_images = []
    for image_name, image_info in images_data.items():
        if image_info['category'] == category:
            if all(image_info['attributes'][attribute] in options 
                   for attribute, options in selected_options.items()):
                matched_images.append(image_name)
    return matched_images


    
# Function to display the main page
def main_page(furniture_data):
    st.title("Social Media - What's Trending")
    # Dictionary to store selected options for each attribute
    selected_options = {}

    # Dropdown for selecting furniture category
    categories = list(furniture_data['Furniture'].keys())
    brands = ['Arhaus', 'Crate&Barrel', 'Williams Sonoma', 'Pottery Barn', 'West Elm', 'Z Gallerie']
    
    col1, col2, col3 = st.columns(3)

    with col1:
        category = st.selectbox('Select Category', ['Apparel', 'Furnitures', 'Beauty'])

    with col2:
        brand = st.selectbox('Select Brand', brands)

    with col3:
        selected_category = st.selectbox('Select Category', categories)
    

    # Load attributes based on the selected category
    attributes = furniture_data['Furniture'][selected_category]['attributes']
    columns = st.columns(len(attributes))
        
    # Create a multi-select widget for each attribute with a unique key
    for i, (attribute, options) in enumerate(attributes.items()):
        with columns[i]:
            key = f"{selected_category}_{attribute}"  # Unique key combining category and attribute
            selected_options[attribute] = st.multiselect(f'Choose {attribute}', options, key=key)

    if st.button('Show Filtered Images'):
        # Assuming images_data is loaded from your JSON file
        images_data = load_images()  # Make sure this function is defined and loads your images data
    
        filtered_images = filter_images(images_data, selected_options, selected_category)
    
        if filtered_images:
            for image in filtered_images:
                st.image('./images/'+image, width=300)  # Adjust width as needed
        else:
            st.write("Not Trending")
            

# Main app logic
furniture_data = load_furniture_data()

if 'page' not in st.session_state:
    st.session_state.page = 'main'
    
if st.session_state.page == 'main':
    main_page(furniture_data)