Python进阶学习笔记-设计模式篇

单例模式

# 方法 1: 使用类变量
class Singleton:
    _instance = None

    def __new__(cls, *args, **kwargs):
        if not cls._instance:
            cls._instance = super(Singleton, cls).__new__(cls, *args, **kwargs)
        return cls._instance

# 测试单例模式
singleton1 = Singleton()
singleton2 = Singleton()

print(singleton1 is singleton2)  # 输出: True

# 方法 2: 使用类装饰器
def singleton(cls):
    instances = {}

    def get_instance(*args, **kwargs):
        if cls not in instances:
            instances[cls] = cls(*args, **kwargs)
        return instances[cls]

    return get_instance

@singleton
class Singleton:
    pass

# 测试单例模式
singleton1 = Singleton()
singleton2 = Singleton()

print(singleton1 is singleton2)  # 输出: True

# 方法 3: 使用元类
class SingletonMeta(type):
    _instances = {}

    def __call__(cls, *args, **kwargs):
        if cls not in cls._instances:
            cls._instances[cls] = super(SingletonMeta, cls).__call__(*args, **kwargs)
        return cls._instances[cls]

class Singleton(metaclass=SingletonMeta):
    pass

# 测试单例模式
singleton1 = Singleton()
singleton2 = Singleton()

print(singleton1 is singleton2)  # 输出: True

# 方法 4: 使用模块
# singleton.py
class Singleton:
    def __init__(self):
        self.value = None

singleton_instance = Singleton()

# main.py
import singleton

s1 = singleton.singleton_instance
s2 = singleton.singleton_instance

print(s1 is s2)  # 输出: True

工厂方法模式

class Product:
    def operation(self):
        pass

class ConcreteProductA(Product):
    def operation(self):
        return "ConcreteProductA"

class ConcreteProductB(Product):
    def operation(self):
        return "ConcreteProductB"

class Creator:
    def factory_method(self):
        pass

    def some_operation(self):
        product = self.factory_method()
        return f"Creator: The same creator's code has just worked with {product.operation()}"

class ConcreteCreatorA(Creator):
    def factory_method(self):
        return ConcreteProductA()

class ConcreteCreatorB(Creator):
    def factory_method(self):
        return ConcreteProductB()

creator_a = ConcreteCreatorA()
print(creator_a.some_operation())

creator_b = ConcreteCreatorB()
print(creator_b.some_operation())

抽象工厂模式

class AbstractFactory:
    def create_product_a(self):
        pass

    def create_product_b(self):
        pass

class ConcreteFactory1(AbstractFactory):
    def create_product_a(self):
        return ProductA1()

    def create_product_b(self):
        return ProductB1()

class ConcreteFactory2(AbstractFactory):
    def create_product_a(self):
        return ProductA2()

    def create_product_b(self):
        return ProductB2()

class AbstractProductA:
    pass

class ProductA1(AbstractProductA):
    pass

class ProductA2(AbstractProductA):
    pass

class AbstractProductB:
    pass

class ProductB1(AbstractProductB):
    pass

class ProductB2(AbstractProductB):
    pass

factory1 = ConcreteFactory1()
product_a1 = factory1.create_product_a()
product_b1 = factory1.create_product_b()

factory2 = ConcreteFactory2()
product_a2 = factory2.create_product_a()
product_b2 = factory2.create_product_b()

建造者模式

class Product:
    def __init__(self):
        self.parts = []

    def add(self, part):
        self.parts.append(part)

    def show(self):
        print(", ".join(self.parts))

class Builder:
    def build_part_a(self):
        pass

    def build_part_b(self):
        pass

    def get_result(self):
        pass

class ConcreteBuilder(Builder):
    def __init__(self):
        self.product = Product()

    def build_part_a(self):
        self.product.add("PartA")

    def build_part_b(self):
        self.product.add("PartB")

    def get_result(self):
        return self.product

class Director:
    def construct(self, builder):
        builder.build_part_a()
        builder.build_part_b()

builder = ConcreteBuilder()
director = Director()
director.construct(builder)
product = builder.get_result()
product.show()

适配器模式

class Target:
    def request(self):
        return "Target: The default target's behavior."

class Adaptee:
    def specific_request(self):
        return ".eetpadA eht fo roivaheb laicepS"

class Adapter(Target):
    def __init__(self, adaptee):
        self.adaptee = adaptee

    def request(self):
        return f"Adapter: (TRANSLATED) {self.adaptee.specific_request()[::-1]}"

adaptee = Adaptee()
adapter = Adapter(adaptee)
print(adapter.request())

装饰器模式

class Component:
    def operation(self):
        pass

class ConcreteComponent(Component):
    def operation(self):
        return "ConcreteComponent"

class Decorator(Component):
    def __init__(self, component):
        self._component = component

    def operation(self):
        return self._component.operation()

class ConcreteDecoratorA(Decorator):
    def operation(self):
        return f"ConcreteDecoratorA({super().operation()})"

class ConcreteDecoratorB(Decorator):
    def operation(self):
        return f"ConcreteDecoratorB({super().operation()})"

component = ConcreteComponent()
decorator1 = ConcreteDecoratorA(component)
decorator2 = ConcreteDecoratorB(decorator1)
print(decorator2.operation())

观察者模式

class Subject:
    def __init__(self):
        self._observers = []

    def attach(self, observer):
        self._observers.append(observer)

    def detach(self, observer):
        self._observers.remove(observer)

    def notify(self):
        for observer in self._observers:
            observer.update(self)

class ConcreteSubject(Subject):
    def __init__(self, state=0):
        super().__init__()
        self._state = state

    @property
    def state(self):
        return self._state

    @state.setter
    def state(self, state):
        self._state = state
        self.notify()

class Observer:
    def update(self, subject):
        pass

class ConcreteObserver(Observer):
    def update(self, subject):
        print(f"Observer: Reacted to the event with state {subject.state}")

subject = ConcreteSubject()
observer = ConcreteObserver()
subject.attach(observer)

subject.state = 10
subject.state = 20

策略模式

class Strategy:
    def do_algorithm(self, data):
        pass

class ConcreteStrategyA(Strategy):
    def do_algorithm(self, data):
        return sorted(data)

class ConcreteStrategyB(Strategy):
    def do_algorithm(self, data):
        return sorted(data, reverse=True)

class Context:
    def __init__(self, strategy):
        self._strategy = strategy

    @property
    def strategy(self):
        return self._strategy

    @strategy.setter
    def strategy(self, strategy):
        self._strategy = strategy

    def do_some_business_logic(self):
        print("Context: Sorting data using the strategy (not sure how it'll do it)")
        result = self._strategy.do_algorithm(["a", "b", "c", "d", "e"])
        print(",".join(result))

context = Context(ConcreteStrategyA())
context.do_some_business_logic()

context.strategy = ConcreteStrategyB()
context.do_some_business_logic()