app.py

from flask import Flask, request, jsonify
from flask_cors import CORS, cross_origin
from flask.helpers import send_from_directory
import pickle

app = Flask(__name__, static_folder="frontend/build", static_url_path='')
CORS(app)

with open('diabetes', 'rb') as f:
    diabetes_model = pickle.load(f)


@app.route("/api/diabetes", methods=['POST'])
def post__diabetes_data():
    Pregnancies = int(request.json.get('preg'))
    Glucose = int(request.json.get('glu'))
    BloodPressure = int(request.json.get('bp'))
    SkinThickness = int(request.json.get('st'))
    Insulin = int(request.json.get('ins'))
    BMI = float(request.json.get('bmi'))
    DiabetesPedigreeFunction = float(request.json.get('dpf'))
    Age = int(request.json.get('age'))

    res = diabetes_model.predict(
        [[Pregnancies, Glucose, BloodPressure, SkinThickness, Insulin, BMI, DiabetesPedigreeFunction, Age]])

    if (res[0] == 0):
        return jsonify({'result': 0})
    else:
        return jsonify({'result': 1})


@app.route("/api/heart", methods=['POST'])
def post_heart_data():
    res = 0
    if (res[0] == 0):
        return jsonify({'result': 0})
    else:
        return jsonify({'result': 1})


@app.route("/api/kidney", methods=['POST'])
def post_kidney_data():
    res = 0
    if (res[0] == 0):
        return jsonify({'result': 0})
    else:
        return jsonify({'result': 1})


@app.route("/api/kidney", methods=['POST'])
def post_liver_data():
    res = 0
    if (res[0] == 0):
        return jsonify({'result': 0})
    else:
        return jsonify({'result': 1})


@app.route("/")
def hello_world():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/works")
def works():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/liver")
def liver():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/kidney")
def kidney():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/heart")
def heart():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/diabetes")
def diabetes():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/about")
def about():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/offer")
def offer():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/tech")
def tech():
    return send_from_directory(app.static_folder, 'index.html')


@app.route("/tech")
def result():
    return send_from_directory(app.static_folder, 'index.html')


if __name__ == "__main__":
    app.run(debug=True, port=8000)