Currently I have three classes and respective interfaces and respective builders:
- Tree: the data structure (implemented in
SimpleTree
) - ProbabilityTree: is a
Tree
with added functionality to randomly select child nodes and to adjust the probability of selecting a node (implemented inProbabilityTreeImpl
). - DynamicTree: is a
ProbabilityTree
which dynamically constructs nodes when a requested node doesn't exist yet.
The client code needs Trees that support both random selection of nodes, as provided by ProbabilityTree
, and the tree dynamically growing when yet unexisting nodes are requested, as provided by DynamicTree
.
NOTE: Currently all three trees are immutable after having been build; for DynamicTree
this means clients cannot add or remove nodes, but the tree itself can automatically change.
NOTE: See Github gist with the five Java classes for the code.
There are at least two issues with this design:
DynamicTree
is derived fromProbabilityTree
, while conceptionally these two capabilities are unrelated (i.e. orthogonal).- Using inheritance to add functionally is often considered "bad design" (correct me if I'm wrong here).
An alternative design would be to decouple ProbabilityTree
and DynamicTree
using something similar to the decorator and/or adapter pattern. Using Java's dynamic Proxy might enable "decorators" that extend the interface and that can decorate other Tree
s with extended interfaces; i.e.:
TreeDecorator implements InvocationHandler, ... {
Tree adapted;
...
Object invoke(Method method, Object[] args) {
if( «this class can/should handle method» ) {
return method.invoke(this, args);
} else if ( «this.adapted can/should handle method» ){
return method.invoke(adapted, args);
}
};
}
Again there are some issue's:
- Using
Proxy
makes the code more difficult to understand.
What shall I do? Use inheritance to extend functionallity, use dynamic proxy, or something else?
Best Answer
I can think of 3 reasonable options, depending on what you really need (right now), and how complex your code is.
(What you currently call
DynamicTree
, I callDynamicProbabilityTree
)If the only thing you really need is a
DynamicProbabilityTree
, and you feel like your code is simple enough to fit in one class, put all your code insideDynamicProbablityTree
, and get rid of your other classes.If the only thing you really need is a
DynamicProbabilityTree
, but you feel like you code is too complex to fit into one class, keep your code for the tree structure inSimpleTree
, and put the dynamic and probability code inDynamicProbabilityTree
. I would recommend thatDynamicProbabilityTree
contain and delegate to a Tree instead of inheriting; inheriting would also work.If you really need a
SimpleTree
,ProbabilityTree
(that is not dynamic),DynamicTree
(that does not do probability), andDynamicProbabilityTree
, use the Decorator pattern.