使用一等函数实现设计模式
此笔记记录于《流畅的 python》,大部分为其中的摘要,少部分为笔者自己的理解;笔记为 jupyter 转的 markdown,原始版 jupyter 笔记在这个仓库
Gamma 等人合著的《设计模式:可复用面向对象软件的基础》一书中有 23 个模式,其中有 16 个在动态语言中“不见了,或者简化了
python
# 使用函数实现策略模式
from collections import namedtuple
Customer = namedtuple('Customer', 'name fidelity')
class LineItem:
def __init__(self, product, quantity, price):
self.product = product
self.quantity = quantity
self.price = price
def total(self):
return self.price * self.quantity
class Order: # 上下文
def __init__(self, customer, cart, promotion=None):
self.customer = customer
self.cart = list(cart)
self.promotion = promotion
def total(self):
if not hasattr(self, '__total'):
self.__total = sum(item.total() for item in self.cart)
return self.__total
def due(self):
if self.promotion is None:
discount = 0
else:
discount = self.promotion(self)
return self.total() - discount
def __repr__(self):
fmt = '<Order total: {:.2f} due: {:.2f}>'
return fmt.format(self.total(), self.due())
def fidelity_promo(order):
"""为积分为 1000 或以上的顾客提供 5%折扣"""
return order.total() * .05 if order.customer.fidelity >= 1000 else 0
def bulk_item_promo(order):
"""单个商品为 20 个或以上时提供 10%折扣"""
discount = 0
for item in order.cart:
if item.quantity >= 20:
discount += item.total() * .1
return discount
def large_order_promo(order):
"""订单中的不同商品达到 10 个或以上时提供 7%折扣"""
distinct_items = {item.product for item in order.cart}
if len(distinct_items) >= 10:
return order.total() * .07
return 0
python
joe = Customer('John Doe', 0)
ann = Customer('Ann Smith', 1100)
cart = [
LineItem('banana', 4, .5),
LineItem('apple', 10, 1.5),
LineItem('watermelon', 5, 5.0)
]
python
# 传入不同的促销策略函数进行计算
print(Order(joe, cart, fidelity_promo))
<Order total: 42.00 due: 42.00>
python
print(Order(ann, cart, fidelity_promo))
<Order total: 42.00 due: 39.90>
python
banana_cart = [LineItem('banana', 30, .5), LineItem('apple', 10, 1.5)]
Order(joe, banana_cart, bulk_item_promo)
<Order total: 30.00 due: 28.50>
python
long_order = [LineItem(str(item_code), 1, 1.0) for item_code in range(20)]
Order(joe, long_order, large_order_promo)
<Order total: 20.00 due: 18.60>
python
Order(joe, cart, large_order_promo)
<Order total: 42.00 due: 42.00>
python
# 命令模式
class MacroCommand:
"""一个执行一组命令的命令"""
def __init__(self, commands):
self.commands = list(commands) # ➊
def __call__(self):
for command in self.commands: # ➋
command()
# 复杂的“命令”模式(如支持撤销操作)可能需要更多,而不仅是简单的回调函数。