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model.py
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from flask_sqlalchemy import SQLAlchemy
from datetime import datetime, timedelta
from magic import return_ingredient_list
from sqlalchemy import extract
# This is the connection to the PostgreSQL database; we're getting this through
# the Flask-SQLAlchemy helper library. On this, we can find the `session`
# object, where we do most of our interactions (like committing, etc.)
db = SQLAlchemy()
def connect_to_db(app, db_uri="postgresql:///demo"):
"""Connect the database to our Flask app."""
# Configure to use our PostgreSQL database
app.config['SQLALCHEMY_DATABASE_URI'] = db_uri
app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
# app.config['SQLALCHEMY_ECHO'] = True
db.app = app
db.init_app(app)
class User(db.Model):
"""Users in the system"""
__tablename__ = 'users'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
email = db.Column(db.String(100), unique=True, nullable=False)
password = db.Column(db.String(50), nullable=False)
timezone = db.Column(db.String(50), default="America/Los_Angeles", nullable=False)
foods = db.relationship('Food',
secondary='food_logs',
backref='users')
symptoms = db.relationship('Symptom',
secondary='symptom_logs',
backref='users')
# TODO: add ingredients relationship
def get_daily_food_logs(self, selected_date):
"""Return food logs for a specific date"""
day_value = datetime.strptime(selected_date, '%Y-%m-%d')
daily_food_logs = FoodLog.query \
.filter(extract('year', FoodLog.ts) == day_value.year,
extract('month', FoodLog.ts) == day_value.month,
extract('day', FoodLog.ts) == day_value.day,
FoodLog.user_id == self.id) \
.all()
return daily_food_logs
def get_all_food_logs(self):
"""Return all food logs for a user"""
daily_food_logs = FoodLog.query \
.filter(FoodLog.user_id == self.id) \
.all()
return daily_food_logs
def return_foods(self):
"""For a given user, return distinct food items they've eaten in order
of most recently eaten."""
user_foods = db.session.query(Food).distinct() \
.join(FoodLog) \
.filter(FoodLog.user_id == self.id) \
.order_by(FoodLog.ts.desc()) \
.limit(10).all()
return user_foods
def return_symptoms(self):
"""For a given user, return all the symptoms they've experienced."""
distinct_symptoms = db.session.query(Symptom).distinct() \
.join(UserSymptomIngredientLink) \
.filter(UserSymptomIngredientLink.user_id == self.id) \
.all() # TODO: consider setting limits on all .all()'s
return distinct_symptoms
def return_symptom_logs(self, symptom_id):
"""For a user and a specific symptom, return 15 most recent instances
of that user experiencing the symptom."""
symptom_experiences = SymptomLog.query.filter(
SymptomLog.user_id == self.id,
SymptomLog.symptom_id == symptom_id) \
.order_by(SymptomLog.ts.desc()) \
.limit(15).all()
return symptom_experiences
def return_all_symptom_logs(self):
"""For a user and a specific symptom, return 15 most recent instances
of that user experiencing the symptom"""
symptom_experiences = SymptomLog.query.filter(
SymptomLog.user_id == self.id) \
.order_by(SymptomLog.ts.desc()) \
.all()
return symptom_experiences
def return_intolerances(self):
"""For a given user, return all the symptom ingredient links"""
intolerances = UserSymptomIngredientLink.query \
.filter(UserSymptomIngredientLink.user_id == self.id)
return intolerances
def __repr__(self):
return f"<User id={self.id} email={self.email}>"
class Food(db.Model):
"""Foods added to the database by users"""
__tablename__ = 'foods'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
name = db.Column(db.String(100), nullable=False)
brand_name = db.Column(db.String(200), nullable=True)
ingredients = db.relationship('Ingredient',
secondary='food_ingredients',
backref='foods')
@classmethod
def add_or_return_food(cls, food_name, brand_name=None):
"""Check first if a food already exists within the DB to return warning,
otherwise create a new food instance"""
# TODO: it's weird that you're returning two different things :thinking_face:
existing_food = Food.query.filter(Food.name == food_name,
Food.brand_name == brand_name) \
.first()
if existing_food: # TODO: consider breaking this true/false as a separate function
return False
else:
new_food = cls(name=food_name, brand_name=brand_name)
db.session.add(new_food)
db.session.commit()
return new_food
def add_ingredients_and_links(self, ingredient_str):
"""Given a string 'list' of ingredients (separated by commas),
create new ingredient objects and link to food_ingredients table
Ingredients will always be added at the same time a food is added
"""
ingredient_list = return_ingredient_list(ingredient_str)
for ingredient in ingredient_list:
existing_ingredient = Ingredient.query \
.filter(Ingredient.name == ingredient) \
.first()
if existing_ingredient:
self.ingredients.append(existing_ingredient)
else:
self.ingredients.append(Ingredient(name=ingredient))
db.session.commit()
return None
def __repr__(self):
"""Human readable representation of a Food object"""
return f"<Food food_id={self.id} brand={self.brand_name} food_name={self.name}>"
class Ingredient(db.Model):
"""Ingredients within the database"""
__tablename__ = 'ingredients'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
name = db.Column(db.String(100), nullable=False, unique=True)
def __repr__(self):
return f"<Ingredient id={self.id} name={self.name}>"
class FoodIngredient(db.Model):
"""Tracks the relationship of food items and ingredients"""
__tablename__ = 'food_ingredients'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
food_id = db.Column(db.Integer, db.ForeignKey('foods.id'), nullable=False)
ingredient_id = db.Column(db.Integer,
db.ForeignKey('ingredients.id'),
nullable=False)
def __repr__(self):
return f"<FoodIngredient id={self.id} food_id={self.food_id}>"
class Symptom(db.Model):
"""Symptoms added to the database either as defaults, or user-added"""
__tablename__ = 'symptoms'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
name = db.Column(db.String(100), unique=True, nullable=False)
window_minutes = db.Column(db.Integer, default=180)
display_color = db.Column(db.String(7))
def find_matched_foods(self, user_id):
# TODO: look at the return type - if you're looking for ingredients, it should
# be on the ingredients
symptom_logs = SymptomLog.query.filter(SymptomLog.symptom_id == self.id,
SymptomLog.user_id == user_id) \
.all()
food_logs = []
# combines all food logs from all symptom log events
for symptom_log in symptom_logs:
food_logs.extend(symptom_log.match_foods(self.window_minutes)) #match foods for symptom LOG
# create a list of ingredient lists for comparison
ingredient_lists_list = []
for food_log in food_logs:
ingredient_lists_list.append(food_log.food.ingredients)
return ingredient_lists_list # finds foods for all food logs for one SYMPTOM
def __repr__(self):
"""Human readable representation of a Symptom object"""
return f"<Symptom symptom_id={self.id} name={self.name}>"
class FoodLog(db.Model):
"""Instances of food consumed by users"""
__tablename__ = 'food_logs'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
ts = db.Column(db.DateTime, nullable=False)
meal_id = db.Column(db.Integer, db.ForeignKey('meals.id'), nullable=False)
food_id = db.Column(db.Integer, db.ForeignKey('foods.id'), nullable=False)
user_id = db.Column(db.Integer, db.ForeignKey('users.id'), nullable=False)
food = db.relationship('Food')
user = db.relationship('User', backref='food_logs')
meal = db.relationship('Meal')
def __repr__(self):
return f"<FoodLog id={self.id} date={self.ts} meal={self.meal_id}>"
class Meal(db.Model):
__tablename__ = 'meals'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
name = db.Column(db.String(20), nullable=False)
class SymptomLog(db.Model):
"""Foods in the database"""
__tablename__ = 'symptom_logs'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
ts = db.Column(db.DateTime, nullable=False)
symptom_id = db.Column(db.Integer, db.ForeignKey('symptoms.id'))
user_id = db.Column(db.Integer, db.ForeignKey('users.id'))
severity = db.Column(db.Integer, nullable=True)
symptom = db.relationship('Symptom', backref='symptom_logs')
user = db.relationship('User', backref='symptom_logs')
def match_foods(self, window_minutes):
"""Given a symptom log event, find food_logs within a 3 hour window"""
window_begin = self.ts - timedelta(minutes=window_minutes)
matched_food_logs = FoodLog.query \
.filter(FoodLog.user == self.user,
FoodLog.ts.between(window_begin, self.ts)) \
.all()
return matched_food_logs
def __repr(self):
return f"<SymptomLog id={self.id} symtpom_id={self.symptom_id}>"
class UserSymptomIngredientLink(db.Model):
"""Correlates foods with symptoms"""
__tablename__ = 'user_symptom_ingredient_links'
id = db.Column(db.Integer, primary_key=True, autoincrement=True)
created_at = db.Column(db.DateTime, default=datetime.now(), nullable=False)
symptom_id = db.Column(db.Integer, db.ForeignKey('symptoms.id'), nullable=False)
user_id = db.Column(db.Integer, db.ForeignKey('users.id'), nullable=False)
ingredient_id = db.Column(db.Integer, db.ForeignKey('ingredients.id'), nullable=False)
symptom = db.relationship('Symptom', backref='user_symptom_food_links')
user = db.relationship('User', backref='user_symptom_food_links')
ingredient = db.relationship('Ingredient', backref='user_symptom_food_links')
def __repr__(self):
return f"<SymptomFood id={self.id}>"
def init_app():
from flask import Flask
app = Flask(__name__)
connect_to_db(app)
print("Connected to DB")
def example_data():
"""Create sample data for testing"""
db.create_all()
# In case this is run more than once, empty out existing data
User.query.delete()
Food.query.delete()
Ingredient.query.delete()
Symptom.query.delete()
FoodIngredient.query.delete()
FoodLog.query.delete()
SymptomLog.query.delete()
UserSymptomIngredientLink.query.delete()
# Add sample user
user_1 = User(id=1, email='[email protected]', password='fluffy89')
# Add base list symptoms
symp_1 = Symptom(id=1, name='heartburn')
symp_2 = Symptom(id=2, name='migraine')
symp_3 = Symptom(id=3, name='nausea')
symp_4 = Symptom(id=4, name='indigestion')
symp_5 = Symptom(id=5, name='upset stomach')
# Add meals
meal_1 = Meal(id=1, name='breakfast')
meal_2 = Meal(id=2, name='lunch')
meal_3 = Meal(id=3, name='dinner')
meal_4 = Meal(id=4, name='snacks')
# Add sample food
food_1 = Food(id=1, name='Pumpkin Chia Pudding', brand_name='Thistle')
# Add sample ingredients
ingrd_1 = Ingredient(id=1, name='hemp milk')
ingrd_2 = Ingredient(id=2, name='pumpkin')
ingrd_3 = Ingredient(id=3, name='banana')
ingrd_4 = Ingredient(id=4, name='maple syrup')
ingrd_5 = Ingredient(id=5, name='chia seeds')
ingrd_6 = Ingredient(id=6, name='pea protein powder')
ingrd_7 = Ingredient(id=7, name='orange zest')
db.session.add_all([user_1, symp_1, symp_2, symp_3, symp_4, symp_5, meal_1,
meal_2, meal_3, meal_4, food_1, ingrd_1, ingrd_2,
ingrd_3, ingrd_4, ingrd_5, ingrd_6, ingrd_7,
])
db.session.commit()
# Link ingredients to food
food_ingrd_1 = FoodIngredient(id=1, food_id=1, ingredient_id=1)
food_ingrd_2 = FoodIngredient(id=2, food_id=1, ingredient_id=2)
food_ingrd_3 = FoodIngredient(id=3, food_id=1, ingredient_id=3)
food_ingrd_4 = FoodIngredient(id=4, food_id=1, ingredient_id=4)
food_ingrd_5 = FoodIngredient(id=5, food_id=1, ingredient_id=5)
food_ingrd_6 = FoodIngredient(id=6, food_id=1, ingredient_id=6)
food_ingrd_7 = FoodIngredient(id=7, food_id=1, ingredient_id=7)
# Add a sample food log
food_log_1 = FoodLog(id=1, ts=datetime(2019, 11, 27, 8, 0, 0), meal_id=1, user_id=1, food_id=1)
# Add a sample symptom log
symptom_log_1 = SymptomLog(id=1, ts=datetime(2019, 11, 27, 8, 0, 0), symptom_id=2, severity=3)
# Add a user symptom ingredient link
user_symptom_ingredient_link_1 = \
UserSymptomIngredientLink(id=1, user_id=1,
symptom_id=2, ingredient_id=7)
db.session.add_all([symptom_log_1, food_ingrd_1, food_ingrd_2, food_ingrd_3,
food_ingrd_4, food_ingrd_5, food_ingrd_6, food_ingrd_7,
food_log_1, user_symptom_ingredient_link_1,
])
db.session.commit()
if __name__ == "__main__":
# As a convenience, if we run this module interactively, it will leave
# you in a state of being able to work with the database directly.
from server import app
init_app()