"""This is the main module to run the app"""

# Importing the necessary Python modules.

import streamlit as st

# Import necessary functions from web_functions

from web_functions import load_data

# Import pages

from Tabs import home, data, predict, visualise, about

# Configure the app

st.set_page_config(

    page_title = 'Parkinson\'s Disease Prediction',

    page_icon = 'raised_hand_with_fingers_splayed',

    layout = 'wide',

    initial_sidebar_state = 'auto'

)

# Dictionary for pages

Tabs = {

    "Home": home,

    "Data Info": data,

    "Prediction": predict,

    "Visualisation": visualise,

    "About me": about

}

# Create a sidebar

# Add title to sidear

st.sidebar.title("Navigation")

# Create radio option to select the page

page = st.sidebar.radio("Pages", list(Tabs.keys()))

# Loading the dataset.

df, X, y = load_data()

# Call the app funciton of selected page to run

if page in ["Prediction", "Visualisation"]:

    Tabs[page].app(df, X, y)

elif (page == "Data Info"):

    Tabs[page].app(df)

else:

    Tabs[page].app()