import streamlit as st
from logic import *

st.title('ArangoDB - PyG')


#---------------------
st.write('Making Graph')
global movie_mappings, user_mapping, ratings_df, m_id, id_map, sampled_md
movie_mappings, user_mapping, ratings_df, m_id, id_map, sampled_md = make_graph()
st.write('Login to ArangoDB')
login,url,username,password,dbname = login_ArangoDB()
st.write(url)
st.write(username)
st.write(password)
st.write(dbname)
st.write('Loading Graph to ArangoDB')
movie_rec_db = load_data_to_ArangoDB(login)
st.write('Making PyG graph from ArangoDB')
data,train_data, val_data, test_data = make_pyg_graph(movie_rec_db)
st.write('training graph')
model = load_model(train_data, val_data, test_data)
user_id = st.number_input('Insert a number')
ans = get_recommendation(model,data,user_id)
st.write(ans)
#---------------------