app/models.py

from datetime import datetime
from app import db, login
from werkzeug.security import generate_password_hash, check_password_hash
from flask_login import UserMixin

class User(UserMixin, db.Model):
    id = db.Column(db.Integer, primary_key=True)
    username = db.Column(db.String(64), index=True, unique=True)
    email = db.Column(db.String(120), index=True, unique=True)
    password_hash = db.Column(db.String(128))
    is_admin = db.Column(db.Boolean, default=False)
    reports = db.relationship('Report', backref='author', lazy='dynamic')

    def set_password(self, password):
        self.password_hash = generate_password_hash(password)

    def check_password(self, password):
        return check_password_hash(self.password_hash, password)

    def __repr__(self):
        return f'<User {self.username}>'

class Report(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    age = db.Column(db.Integer, nullable=False)
    gender = db.Column(db.String(10), nullable=False)
    symptoms = db.Column(db.Text)
    cnn_prediction = db.Column(db.Float)
    cnn_result = db.Column(db.String(20)) # 'Positive' or 'Negative'
    final_result = db.Column(db.String(20)) # Result after considering age
    timestamp = db.Column(db.DateTime, index=True, default=datetime.utcnow)
    user_id = db.Column(db.Integer, db.ForeignKey('user.id'))

    def __repr__(self):
        return f'<Report {self.id} - {self.final_result}>'

@login.user_loader
def load_user(id):
    return User.query.get(int(id))