import streamlit as st
import subprocess

def run_prediction():
    result = subprocess.run(['python', 'prediction.py'], stdout=subprocess.PIPE)
    return result.stdout.decode('utf-8')

def run_eda():
    result = subprocess.run(['python', 'eda.py'], stdout=subprocess.PIPE)
    return result.stdout.decode('utf-8')

pages = {
    'Prediction': run_prediction,
    'EDA': run_eda,
}

selected_page = st.sidebar.selectbox('Select a page', list(pages.keys()))

page_content = pages[selected_page]()
st.write(page_content)