import joblib
import pandas as pd
import streamlit as st 

model = joblib.load('model.joblib')
unique_values = joblib.load('unique_values.joblib')

unique_Color =  unique_values["Color"]

def main():
    st.title("Colors Prediction")

    with st.form("questionaire"):
        color = st.selectbox("Color", unique_Color)
        
        clicked = st.form_submit_button("Predict Color")
        if clicked:
            result=model.predict(pd.DataFrame({"Color":[color]}))
            #result=model.predict(pd.DataFrame({"Room": [room],
            #                                   "Partitions": [partition],
            #                                   "Rows": [rows],
            #                                   "Columns": [columns],
            #                                   "Color": [color]}))
            predicted_color = predict_color(result)
            #result = 'Red' = Red if result[0] == 1 else 'Blue'
            st.success('The predicted color is {}'.format(predicted_color)) 
            
def predict_color(prediction):
    if prediction == 'Red':
        return 'Red'
    elif prediction == 'Blue':
        return 'Blue'
    elif prediction == 'Yellow':
        return 'Yellow'
    else:
        return 'Green'
        
if __name__=='__main__':
    main()