Can parse recipes
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parent
8f7eee60b4
commit
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5 changed files with 246 additions and 4 deletions
56
db.py
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56
db.py
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import sqlite3
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import aiosqlite
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from model import *
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from typing import List
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async def create():
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conn = await connect()
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await conn.execute('''
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CREATE TABLE IF NOT EXISTS Product (
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id INTEGER PRIMARY KEY,
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name TEXT,
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link TEXT UNIQUE,
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img_small TEXT,
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img_large TEXT,
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raw_data TEXT
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);''')
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await conn.execute('''
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CREATE TABLE IF NOT EXISTS ProductTag (
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food_item_id INTEGER,
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tag TEXT,
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PRIMARY KEY (food_item_id, tag),
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FOREIGN KEY (food_item_id) REFERENCES Product(id)
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);''')
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# Commit changes and close the connection
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await conn.commit()
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await conn.close()
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async def find_product_by_tag(conn, tag: str) -> List[Product]:
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async with conn.execute('''
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SELECT * FROM Product
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WHERE id IN (
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SELECT food_item_id FROM ProductTag
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WHERE tag = ?
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)
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''', (tag,)) as cursor:
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async for row in cursor:
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yield Product(*row)
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async def insert_product(conn, product: Product):
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async with conn.execute('''
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INSERT INTO Product (name, link, img_small, img_large, raw_data)
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VALUES (?, ?, ?, ?, ?)
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''', (product.name, product.link, product.img_small, product.img_large, product.raw_data)) as cursor:
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product.id = cursor.lastrowid
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await conn.commit()
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async def connect():
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return await aiosqlite.connect('your_database.db')
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if __name__ == '__main__':
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import asyncio
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asyncio.run(create())
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34
main.py
34
main.py
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@ -1,8 +1,34 @@
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from fastapi import FastAPI
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from fastapi import FastAPI, Depends, HTTPException
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from fastapi.middleware.cors import CORSMiddleware
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import sqlite3
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from recipe import parse_recipe
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import product, db
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app = FastAPI()
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# Add CORS middleware
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"]
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)
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@app.get("/")
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async def root():
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return {"message": "Hello World"}
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# Dependency to create SQLite connection
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async def get_db():
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sql_db = await db.connect()
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try:
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yield sql_db
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finally:
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sql_db.close()
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@app.get("/recipes/parse")
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async def parse_recipe_handler(url: str, conn: sqlite3.Connection = Depends(get_db)):
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return await parse_recipe(conn, url)
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@app.post("/product/")
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async def create_product(url: str, conn: sqlite3.Connection = Depends(get_db)):
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p = await product.create_product(url)
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db.insert_product(conn, p)
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return p
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59
model.py
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59
model.py
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from typing import List, Union
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from datetime import datetime
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class Product:
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def __init__(self, id: int, name: str, link: str, img_small: str, img_large: str, raw_data: dict) -> None:
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self.id = id
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self.name = name
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self.link = link
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self.img_small = img_small
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self.img_large = img_large
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self.raw_data = raw_data
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class Person:
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def __init__(self, id: int, name: str) -> None:
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self.id = id
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self.name = name
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class Measurement:
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def __init__(self, qty: int, unit: str) -> None:
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self.qty = qty
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self.unit = unit
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class Ingredient:
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def __init__(self, id: int, source: str, name: str, product: Product, measure: Measurement, preparation: str) -> None:
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self.id = id
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self.name = name
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self.product = product
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self.measure = measure
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self.source = source
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self.preparation = preparation
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class Recipe:
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def __init__(self, id: int, name: str, link: str, ingredients: List[Ingredient]) -> None:
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self.id = id
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self.name = name
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self.link = link
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self.ingredients = ingredients
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class Meal:
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def __init__(self, id: int, date: datetime, chef: List[Person], cleanup: List[Person],
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consumers: List[Person], recipes: List[Recipe]) -> None:
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self.id = id
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self.date = date
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self.chef = chef
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self.cleanup = cleanup
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self.consumers = consumers
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self.recipes = recipes
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class ShoppingListItem:
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def __init__(self, id: int, food_item: Product, measure: Measurement, source: Union[Meal, None]) -> None:
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self.id = id
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self.food_item = food_item
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self.measure = measure
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self.source = source
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class ShoppingList:
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def __init__(self, date: datetime, items: List[ShoppingListItem]) -> None:
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self.date = date
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self.items = items
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26
product.py
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26
product.py
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import httpx
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import re
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from model import Product
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import json
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from typing import List
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async def _get_woolies_data(url: str) -> dict:
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woolies_regex = r'https://www.woolworths.com.au/shop/productdetails/(\d+)/'
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match = re.match(woolies_regex, url)
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if match:
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product_id = match.group(1)
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async with httpx.AsyncClient() as client:
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response = await client.get(f'https://www.woolworths.com.au/apis/ui/product/detail/{product_id}')
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response.raise_for_status()
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return response.json()
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async def create_product(url: str) -> Product:
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data = await _get_woolies_data(url)
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return Product(
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id=0,
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name=data['Name'],
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link=url,
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img_small=data['SmallImageFile'],
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img_large=data['LargeImageFile'],
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raw_data=json.dumps(data)
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)
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75
recipe.py
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75
recipe.py
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from model import Product, Ingredient, Recipe, Measurement
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from ingredient_parser import parse_multiple_ingredients
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from typing import List
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from bs4 import BeautifulSoup
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import httpx
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import json
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import db
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async def find_existing_product(conn, ingredient: str) -> Product:
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async for item in db.find_product_by_tag(conn, ingredient):
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return item
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return None
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def parse_ingredient_from_nlp(ingredients: List[str]) -> Ingredient:
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results = []
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for ingredient in parse_multiple_ingredients(ingredients):
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name = ingredient.name.text
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if ingredient.amount:
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measure = Measurement(ingredient.amount[0].quantity, ingredient.amount[0].unit)
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else:
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measure = Measurement(0, '')
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results.append(Ingredient(
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id=0,
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source=ingredient.sentence,
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name=name,
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product=None,
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measure=measure,
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preparation=ingredient.preparation.text if ingredient.preparation else ''
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))
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return results
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async def match_existing_products(conn, ingredients: List[Ingredient]) -> List[Ingredient]:
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for ingredient in ingredients:
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if not ingredient.product:
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existing = await find_existing_product(conn, ingredient.name)
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if existing:
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ingredient.product = existing
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return ingredients
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async def get_recipe_from_ldata(conn, url: str, ldata: dict) -> dict:
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ingredients = parse_ingredient_from_nlp(ldata['recipeIngredient'])
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ingredients = await match_existing_products(conn, ingredients)
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return Recipe(
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id=0,
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name=ldata['name'],
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link=url,
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ingredients=ingredients
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)
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async def parse_recipe(conn, url: str) -> dict:
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headers = {
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"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36",
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"Accept-Language": "en-US,en;q=0.9",
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"Referer": "https://www.google.com/",
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}
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# Load the requested URL with headers
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async with httpx.AsyncClient() as client:
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response = await client.get(url, headers=headers)
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response.raise_for_status()
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# Extract the recipe ld+json data
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soup = BeautifulSoup(response.text, 'html.parser')
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for ld in soup.find_all('script', type='application/ld+json'):
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try:
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data = json.loads(ld.text)
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if data['@type'].lower() == 'recipe':
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return { 'raw': data, 'recipe': await get_recipe_from_ldata(conn, url, data) }
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except (json.decoder.JSONDecodeError, KeyError):
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pass
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return None
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