Usage examples: The Composite pattern is pretty common in Python code. It’s often used to represent hierarchies of user interface components or the code that works with graphs.
Identification: If you have an object tree, and each object of a tree is a part of the same class hierarchy, this is most likely a composite. If methods of these classes delegate the work to child objects of the tree and do it via the base class/interface of the hierarchy, this is definitely a composite.
Conceptual Example
This example illustrates the structure of the Composite design pattern. It focuses on answering these questions:
What classes does it consist of?
What roles do these classes play?
In what way the elements of the pattern are related?
main.py: Conceptual example
from__future__import annotationsfrom abc import ABC, abstractmethodfrom typing import ListclassComponent(ABC):""" The base Component class declares common operations for both simple and complex objects of a composition. """@propertydefparent(self) -> Component:return self._parent@parent.setterdefparent(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. """defadd(self,component: Component) ->None:passdefremove(self,component: Component) ->None:passdefis_composite(self) ->bool:""" You can provide a method that lets the client code figure out whether a component can bear children. """returnFalse@abstractmethoddefoperation(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"). """passclassLeaf(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. """defoperation(self) ->str:return"Leaf"classComposite(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. """defadd(self,component: Component) ->None: self._children.append(component) component.parent = selfdefremove(self,component: Component) ->None: self._children.remove(component) component.parent =Nonedefis_composite(self) ->bool:returnTruedefoperation(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())returnf"Branch({'+'.join(results)})"defclient_code(component: Component) ->None:""" The client code works with all of the components via the base interface. """print(f"RESULT: {component.operation()}", end="")defclient_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: Execution result
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)