from flask import Flask,request,jsonify
import numpy as np
import pickle


app = Flask(__name__)

@app.route('/')
def index():
    input_query = np.array([["1","2","3","4","5","6","7","8","9","10"]])
    model = pickle.load(open('random_forest_model_2.pkl','rb'))
    
    result = model.predict(input_query)
    #return "result3"
    return jsonify({'placement':str(result)})
    #return jsonify({'placement':str(input_query)})

if __name__ == "__main__":
    app.run(debug=True, port=5000, host='0.0.0.0')