main.py

from flask import Flask, request, jsonify
from flask_basicauth import BasicAuth

# import pandas as pd
import numpy as np
from predict_model import prediction
import os

from dotenv import load_dotenv, find_dotenv
load_dotenv(find_dotenv())

app = Flask(__name__)

app.config['BASIC_AUTH_USERNAME'] = os.getenv("BASIC_AUTH_USERNAME")
app.config['BASIC_AUTH_PASSWORD'] = os.getenv("BASIC_AUTH_PASSWORD")

basic_auth = BasicAuth(app)

columns = ["Gender", "Married", "ApplicantIncome", "LoanAmount", "Credit_History"]

@app.route("/score", methods=['POST'])
@basic_auth.required
def get_score():
    data = request.json
    result = prediction(data["Gender"], data["Married"], data["ApplicantIncome"], data["LoanAmount"], data["Credit_History"]) 
    return result

# Rota padrão
@app.route('/')
def home():
    return 'API de Consulta de Crédito'

if __name__ == '__main__':
    app.run(debug=True, host="0.0.0.0")