from typing import Dict, List, Union
import os
import joblib
import numpy as np

features = ["fixed_acidity", "volatile_acidity", "citric_acid", "residual_sugar", "chlorides", "free_sulfur_dioxide", "total_sulfur_dioxide", "density", "pH", "sulphates", "alcohol"]

model = joblib.load("sklearn_model.joblib")
model_path = "model.pkl"

with open(model_path, mode="bw") as f:
    pickle.dump(model, file=f)