首先,要使用GCP数据存储器查询实现比较,需要安装Google Cloud SDK和Python。
然后,需要创建3个实体类,包括User、Recipe和Ingredient,以展示不同的查询:
from google.cloud import datastore
class User:
def __init__(self, client, name, email):
self.client = client
self.name = name
self.email = email
self.key = client.key("User", email)
def save(self):
entity = datastore.Entity(key=self.key)
entity.update({"name": self.name, "email": self.email})
self.client.put(entity)
class Recipe:
def __init__(self, client, name, user_email):
self.client = client
self.name = name
self.user_email = user_email
self.key = client.key("Recipe", name)
def save(self):
entity = datastore.Entity(key=self.key)
entity.update({"name": self.name, "user_email": self.user_email})
self.client.put(entity)
class Ingredient:
def __init__(self, client, name, recipe_name, recipe_user_email):
self.client = client
self.name = name
self.recipe_name = recipe_name
self.recipe_user_email = recipe_user_email
self.key = client.key("Ingredient", name)
def save(self):
entity = datastore.Entity(key=self.key)
entity.update({
"name": self.name,
"recipe_name": self.recipe_name,
"recipe_user_email": self.recipe_user_email
})
self.client.put(entity)
接下来,需要对数据进行填充。我们是在测量查询性能,因此无需关心每个实体的字段在实战中意味着什么。
def fill_datastore(n_users, n_recipes, n_ingredients):
client = datastore.Client()
for i in range(n_users):
user = User(client, f"User-{i}", f"user-{i}@example.com")
user.save()
for j in range(n_recipes):
recipe = Recipe(client, f"Recipe-{i}-{j}", user
下一篇:比较给定的三个分开的产品列表