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Python 组合模式讲解和代码示例
组合是一种结构型设计模式, 你可以使用它将对象组合成树状结构, 并且能像使用独立对象一样使用它们。
对于绝大多数需要生成树状结构的问题来说, 组合都是非常受欢迎的解决方案。 组合最主要的功能是在整个树状结构上递归调用方法并对结果进行汇总。
复杂度:
流行度:
使用实例: 组合模式在 Python 代码中很常见, 常用于表示与图形打交道的用户界面组件或代码的层次结构。
识别方法: 组合可以通过将同一抽象或接口类型的实例放入树状结构的行为方法来轻松识别。
概念示例
本例说明了组合设计模式的结构并重点回答了下面的问题:
- 它由哪些类组成?
- 这些类扮演了哪些角色?
- 模式中的各个元素会以何种方式相互关联?
main.py: 概念示例
from __future__ import annotations
from abc import ABC, abstractmethod
from typing import List
class Component(ABC):
"""
The base Component class declares common operations for both simple and
complex objects of a composition.
"""
@property
def parent(self) -> Component:
return self._parent
@parent.setter
def parent(self, parent: Component):
"""
Optionally, the base Component can declare an interface for setting and
accessing a parent of the component in a tree structure. It can also
provide some default implementation for these methods.
"""
self._parent = parent
"""
In some cases, it would be beneficial to define the child-management
operations right in the base Component class. This way, you won't need to
expose any concrete component classes to the client code, even during the
object tree assembly. The downside is that these methods will be empty for
the leaf-level components.
"""
def add(self, component: Component) -> None:
pass
def remove(self, component: Component) -> None:
pass
def is_composite(self) -> bool:
"""
You can provide a method that lets the client code figure out whether a
component can bear children.
"""
return False
@abstractmethod
def operation(self) -> str:
"""
The base Component may implement some default behavior or leave it to
concrete classes (by declaring the method containing the behavior as
"abstract").
"""
pass
class Leaf(Component):
"""
The Leaf class represents the end objects of a composition. A leaf can't
have any children.
Usually, it's the Leaf objects that do the actual work, whereas Composite
objects only delegate to their sub-components.
"""
def operation(self) -> str:
return "Leaf"
class Composite(Component):
"""
The Composite class represents the complex components that may have
children. Usually, the Composite objects delegate the actual work to their
children and then "sum-up" the result.
"""
def __init__(self) -> None:
self._children: List[Component] = []
"""
A composite object can add or remove other components (both simple or
complex) to or from its child list.
"""
def add(self, component: Component) -> None:
self._children.append(component)
component.parent = self
def remove(self, component: Component) -> None:
self._children.remove(component)
component.parent = None
def is_composite(self) -> bool:
return True
def operation(self) -> str:
"""
The Composite executes its primary logic in a particular way. It
traverses recursively through all its children, collecting and summing
their results. Since the composite's children pass these calls to their
children and so forth, the whole object tree is traversed as a result.
"""
results = []
for child in self._children:
results.append(child.operation())
return f"Branch({'+'.join(results)})"
def client_code(component: Component) -> None:
"""
The client code works with all of the components via the base interface.
"""
print(f"RESULT: {component.operation()}", end="")
def client_code2(component1: Component, component2: Component) -> None:
"""
Thanks to the fact that the child-management operations are declared in the
base Component class, the client code can work with any component, simple or
complex, without depending on their concrete classes.
"""
if component1.is_composite():
component1.add(component2)
print(f"RESULT: {component1.operation()}", end="")
if __name__ == "__main__":
# This way the client code can support the simple leaf components...
simple = Leaf()
print("Client: I've got a simple component:")
client_code(simple)
print("\n")
# ...as well as the complex composites.
tree = Composite()
branch1 = Composite()
branch1.add(Leaf())
branch1.add(Leaf())
branch2 = Composite()
branch2.add(Leaf())
tree.add(branch1)
tree.add(branch2)
print("Client: Now I've got a composite tree:")
client_code(tree)
print("\n")
print("Client: I don't need to check the components classes even when managing the tree:")
client_code2(tree, simple)
Output.txt: 执行结果
Client: I've got a simple component:
RESULT: Leaf
Client: Now I've got a composite tree:
RESULT: Branch(Branch(Leaf+Leaf)+Branch(Leaf))
Client: I don't need to check the components classes even when managing the tree:
RESULT: Branch(Branch(Leaf+Leaf)+Branch(Leaf)+Leaf)