Frameworks use abstract classes - Factory method - oop

From Addison Wesley - Design patterns.
(Factory method)
Frameworks use abstract classes to define and maintain relationships between objects. A framework is often responsible for creating these objects as well.
What does the author here mean by the above quote?
What does the framework represent, and "how" is it responsible for creating these objects as well?


It's not trivial to discuss this at such a general level. I'll try to.
Usually a framework provides a set of abstract classes that are used in the framework's code, but whose binding is only resolved at runtime.
The framework calls methods of instances of these classes, which you are responsible to implement in your code.
That is, in your code you will extend such classes, and "fill in the blanks".
The glue between your code and the framework's code is the contract defined by such abstract classes (or interfaces, fwiw): the framework knows that a given method takes parameters of type K, and return type T, thus can call it safely, assuming its semantic will be respected by the implementor.
On the other hand, when you implement the method, you implicitly accept the contract attached to it and implement it respecting the semantics associated with it.
Hope it was clear enough.


A software framework in the OOP world is a set of classes that provide basic functionality that a programmer can then use and extend to create an application. Let's take a trivial example of an framework for developing cars. It might have an abstract class called automobile that does not implement a full car but might provide basic methods for forward, stop and reverse. There could be another set of classes for wheels. Automobile classes have wheels (contains relationship) and that relationship could be defined in the abstract automobile class. Therefore the framework "maintains relationships between objects."
But to use the abstract automobile class you would need to create a concrete class, for example a Ford pickup truck or a Ferrari sports car. This is where you can use the factory design pattern to create concrete instances of these types of vehicles. The factory class creates specific instance of different types of automobiles for the framework to use. But in many cases the framework will not care if it is a Ford or a Ferrari, it just wants to invoke the methods for forward, stop and reverse. How they are actually implemented (for example the Ferrari can accelerate much faster than the Ford) is of no concern to the framework. Using the factory class encapsulates these details from the framework. When it says, "A framework is often responsible for creating these objects as well" it is referring to the fact that the framework can provide a basic factory for automobiles that can be extended to add your own concrete implementations of automobiles.

Related

Abstract and interfaces together

I am struggling to understand both abstract and interface approach. Since i get the idea what is the purpose to use one over another is clear. I was trying to found whatever example of using them both in action however all tutorials are how to use interface over abstract or vice versa showing usage either for one or another. I would really love to see practical example which could show both in action best on some real life example. Additional comments why in specific case you used one over another appreciated. Generics are very welcome to see as well in such example.
I'll propose foloowing example. We got some engine to get files from diffrent locations which could be taken using diffrent protocols as follows. I would like to understand on this example how this could be accomplished with both interfaces and abstract.
'As all of protocol has to close and open would it be good to put in abstract?
abstract class Collector
Protected Id
Protected Name
MustInherit Sub OpenConnection
MustInherit Sub CloseConection
End Class
'?
class Ftp : Collector
class Sftp: Collector
class Soap: Collector
'Interface?
Public Interface IRepository(Of T, Tkey)
Function GetAllFiles() As IEnumerable(Of T)
Function GetAllById(Tkey) as IEnumerable(Of T)
End Interface

Some key distinctions:
An abstract class can contain some implementation. An interface cannot.
In .NET, a class can not inherit from multiple base classes.
A class can implement multiple interfaces
The choice of which approach is really up to you. In general, it's a choice between the Composition pattern or Inheritance.
Composition uses Interfaces. Think of an object as having X.
Inheritance uses Classes. Think of an object as being X.
In either case, an abstract class or an interface is just a Type, through which you will access and manipulate them. For example, if you have some code that wants to perform Insert/Update/Delete operations, it doesn't need to know that the object it is operating on is a FTP client--only that the object has the ability to support these operations. (and that is exactly what IRepository specifies)
You definitely can combine both. There's no reason a concrete FtpClient class couldn't inherit from an abstract Protocol class and also implement the IRepository interface. It could even use generics!
Interfaces are great for decoupling your code, and also great for unit test mocks.
There is also a good summary of pros & cons on Wikipedia (Composition_over_inheritance). Pros:
To favor composition over inheritance is a design principle that gives the design higher flexibility. It is more natural to build business-domain classes out of various components than trying to find commonality between them and creating a family tree. For example, a gas pedal and a wheel share very few common traits, yet are both vital components in a car. What they can do and how they can be used to benefit the car is easily defined. Composition also provides a more stable business domain in the long term as it is less prone to the quirks of the family members. In other words, it is better to compose what an object can do (HAS-A) than extend what it is (IS-A).
Initial design is simplified by identifying system object behaviors in separate interfaces instead of creating a hierarchical relationship to distribute behaviors among business-domain classes via inheritance. This approach more easily accommodates future requirements changes that would otherwise require a complete restructuring of business-domain classes in the inheritance model. Additionally, it avoids problems often associated with relatively minor changes to an inheritance-based model that includes several generations of classes.
Cons:
One common drawback of using composition instead of inheritance is that methods being provided by individual components may have to be implemented in the derived type, even if they are only forwarding methods. In contrast, inheritance does not require all of the base class's methods to be re-implemented within the derived class. Rather, the derived class only needs to implement (override) the methods having different behavior than the base class methods. This can require significantly less programming effort if the base class contains many methods providing default behavior and only a few of them need to be overridden within the derived class.

I don't understand why you want to have an example combining both. Let's just say both are valid ways to build solid software architecture. They're just two tools - like having a kitchen knife and a meat cleaver. You won't necessarily use them together but see the pro's and con's when looking at the dinner you want to serve.
So usually you take abstract/MustInherit classes if you want to provide a common denominator. Sub-classes derive from the abstract one and have to implement the methods just like they would if they implemeted an interface. The good thing here is that abstract classes can provide "base logic" which can be developed centrally and all the sub-classes can make use of that. In the best case, abstract classes provide kind of "hooks" to plug in special logic in the sub-classes.
Interfaces describe what a class has to fulfill. So everything an interface defines has to be implemented in classes implementing the interface. There's no reusable logic built-in in this approach like in abstract base classes but the big "pro" for interfaces is that they don't take away the single base type you can derive from like abstract classes do. So you can derive from anything or nothing and still implement an interface. AND: You can implement multiple interfaces.
One word to the "reusable logic" with interfaces. While this is not really wroing, the .NET framework allows use to write extension methods on types (and interfaces) to attach externally developed code. This allows code reuse with interfaces like having a method implemented in there. So for example, you could write an extension method None() for the interface IEnumerable which is checking whether the enumerable is empty.
public static bool None(this IEnumerable values)
{
return !values.Any();
}
With this, None() can be used on any IEnumerable in your code base having access to the extension method (in fact, Any(), Select(), Where(), etc. are extension methods as well, lying in the System.Linq namespace).

Interface uses as like this

If interfaces have empty methods (implicit abstract method) then what is its use? Why do we say it reduces the code and provides re-usability? Give me a real life example of using an interface that shows the difference between an abstract class and an interface.

Interface is more like a contract. It doesn't provide any implementation reuse as such. Which actually makes your code de-coupled from implementation. Having a abstract class with ALL the methods abstract provides the same benefit (if we ignore the issue of multiple inheritance).
For a really good example take a look at Java Collections and how things are loosely coupled using interfaces for Collection, Map and Lists.

Because of the terminology you are using, I am going to assume you are talking about Java.
An interface is useful in lieu of an abstract class because a class can only inherit from a single class, but can implement multiple interfaces.
An interface is a contract between parts of the program. It says that one part of the program has certain expectations about classes that implement this interface. As long as those classes uphold that interface contract, the other parts of the program don't care how that contract is implemented, just that it is implemented.
It allows for polymorphism and for the reuse of code. For instance, (with respect to Java), you can take the List interface. You can write code that interfaces with a List object where you don't care about the implementation of the List. Your code then can be used with a LinkedList or an ArrayList or any other type of list that it may deal with, and it should be able to manage well enough. You can write code now that has certain expectations through this List interface contract, and 15 years down the road someone can use the latest technologies to create their own List implementation and your code will be able to use it.

Abstract class lets you describe fields and non abstract methods. It does not limit you to simply describing interface, it involves some logic. Interface on other hand does what it says and has nothing to do with logic. From client code side, you have no worries about implementation and how stuff works. It lets you exchange one interface realization with other without additional code.
On realization code side, interface lets you perform multiple "inheritance".

I like to call these types of features "implied code documentation". Using an interface can communicate a lot of information to other developers who will be working on your project, and this information can help prevent a lot of headaches.
For instance, if a class implements an interface that has 2 methods, and I'm new to the project, that may tell me that the developer who wrote those methods don't want the method signature to change.
Think about the Dog class and the Cat class that both implement the interface Sociable, where there are methods walk(int speed), sit(), layDown(), bite(int degree).
If we have a Dog class and a Cat class that implement these methods and there are dependencies on them, changing the method signature of one could have some negative effects.
Interfaces are a way to help describe a class. In this example, a Sociable Dog and a Sociable Cat have a lot in common.
As far as reusability goes, your classes become reusable because it's harder for others to come in and change the contract defined in the method signature.
Lastly, while a class can only subclass one class, it can implement multiple interfaces. Thus, the advantage of using an interface is that I can have a Dog that implements Big and Sociable, and a Cat that implements Small and Sociable.

When to use interfaces or abstract classes? When to use both?

While certain guidelines state that you should use an interface when you want to define a contract for a class where inheritance is not clear (IDomesticated) and inheritance when the class is an extension of another (Cat : Mammal, Snake : Reptile), there are cases when (in my opinion) these guidelines enter a gray area.
For example, say my implementation was Cat : Pet. Pet is an abstract class. Should that be expanded to Cat : Mammal, IDomesticated where Mammal is an abstract class and IDomesticated is an interface? Or am I in conflict with the KISS/YAGNI principles (even though I'm not sure whether there will be a Wolf class in the future, which would not be able to inherit from Pet)?
Moving away from the metaphorical Cats and Pets, let's say I have some classes that represent sources for incoming data. They all need to implement the same base somehow. I could implement some generic code in an abstract Source class and inherit from it. I could also just make an ISource interface (which feels more "right" to me) and re-implement the generic code in each class (which is less intuitive). Finally, I could "have the cake and eat it" by making both the abstract class and the interface. What's best?
These two cases bring up points for using only an abstract class, only an interface and using both an abstract class and an interface. Are these all valid choices, or are there "rules" for when one should be used over another?
I'd like to clarify that by "using both an abstract class and an interface" that includes the case when they essentially represent the same thing (Source and ISource both have the same members), but the class adds generic functionality while the interface specifies the contract.
Also worth noting is that this question is mostly for languages that do not support multiple inheritance (such as .NET and Java).

As a first rule of thumb, I prefer abstract classes over interfaces, based on the .NET Design Guidelines. The reasoning applies much wider than .NET, but is better explained in the book Framework Design Guidelines.
The main reasoning behind the preference for abstract base classes is versioning, because you can always add a new virtual member to an abstract base class without breaking existing clients. That's not possible with interfaces.
There are scenarios where an interface is still the correct choice (particularly when you don't care about versioning), but being aware of the advantages and disadvantages enables you to make the correct decision.
So as a partial answer before I continue: Having both an interface and a base class only makes sense if you decide to code against an interface in the first place. If you allow an interface, you must code against that interface only, since otherwise you would be violating the Liskov Substitution Principle. In other words, even if you provide a base class that implements the interface, you cannot let your code consume that base class.
If you decide to code against a base class, having an interface makes no sense.
If you decide to code against an interface, having a base class that provides default functionality is optional. It is not necessary, but may speed up things for implementers, so you can provide one as a courtesy.
An example that springs to mind is in ASP.NET MVC. The request pipeline works on IController, but there's a Controller base class that you typically use to implement behavior.
Final answer: If using an abstract base class, use only that. If using an interface, a base class is an optional courtesy to implementers.
Update: I no longer prefer abstract classes over interfaces, and I haven't for a long time; instead, I favour composition over inheritance, using SOLID as a guideline.
(While I could edit the above text directly, it would radically change the nature of the post, and since a few people have found it valuable enough to up-vote it, I'd rather let the original text stand, and instead add this note. The latter part of the post is still meaningful, so it would be a shame to delete it, too.)

I tend to use base classes (abstract or not) to describe what something is, while I use interfaces to describe the capabilities of an object.
A Cat is a Mammal but one of it's capabilities is that it is Pettable.
Or, to put it a different way, classes are nouns, while interfaces map closer to adjectives.

From MSDN, Recommendations for Abstract Classes vs. Interfaces
If you anticipate creating multiple versions of your component, create an abstract class. Abstract classes provide a simple and easy way to version your components. By updating the base class, all inheriting classes are automatically updated with the change. Interfaces, on the other hand, cannot be changed once created. If a new version of an interface is required, you must create a whole new interface.
If the functionality you are creating will be useful across a wide range of disparate objects, use an interface. Abstract classes should be used primarily for objects that are closely related, whereas interfaces are best suited for providing common functionality to unrelated classes.
If you are designing small, concise bits of functionality, use interfaces. If you are designing large functional units, use an abstract class.
If you want to provide common, implemented functionality among all implementations of your component, use an abstract class. Abstract classes allow you to partially implement your class, whereas interfaces contain no implementation for any members.

If you want to provide the option of replacing your implementation completely, use an interface. This applies especially for interactions between major components, these should always be decoupled by interfaces.
There may also be technical reasons for prefering an interface, for example to enable mocking in unit tests.
Internally in a component it may be fine to just use an abstract class directly to access a hierarchy of classes.
If you use an interface and have a hierarchy of implementing classes then it is good practice to have an abstract classe which contain the common parts of the implementation. E.g.
interface Foo
abstract class FooBase implements Foo
class FunnyFoo extends FooBase
class SeriousFoo extends FooBase
You could also have more abstract classes inheriting from each other for a more complicated hierarchy.

Refer to below SE question for generic guidelines:
Interface vs Abstract Class (general OO)
Practical use case for interface:
Implementation of Strategy_pattern: Define your strategy as an interface. Switch the implementation dynamically with one of concrete implementations of strategy at run time.
Define a capability among multiple unrelated classes.
Practical use case for abstract class:
Implementation of Template_method_pattern: Define a skeleton of an algorithm. The child classes can't change strucutre of the algortihm but they can re-define a part of the implementation in child classes.
When you want share non-static and non-final variables among multiple related classes with "has a" relation.
Use of both abstradt class and interface:
If you are going for an abstract class, you can move abstract methods to interface and abstract class can simply implement that interface. All use cases of abstract classes can fall into this category.

I always use these guidelines:
Use interfaces for multiple TYPE inheritance (as .NET/Java don't use multiple inheritance)
Use abstract classes for a re-usable implementation of a type
The rule of the dominant concern dictates that a class always has a main concern and 0 or more others (see http://citeseer.ist.psu.edu/tarr99degrees.html). Those 0 or more others you then implement through interfaces, as the class then implements all the types it has to implement (its own, and all interfaces it implements).
In a world of multiple implementation inheritance (e.g. C++/Eiffel), one would inherit from classes which implement the interfaces. (In theory. In practise it might not work that well.)

There is also something called the DRY principle - Don't Repeat Yourself.
In your example of data sources you say there is some generic code that is common between different implementations. To me it seems that the best way to handle that would be to have an abstract class with the generic code in it and some concrete classes extending it.
The advantage is that every bug fix in generic code benefits all concrete implementations.
If you go interface only you will have to maintain several copies of the same code which is asking for trouble.
Regarding abstract + interface if there is no immediate justification for it I would not do it. Extracting interface from abstract class is an easy refactoring, so I would do it only when it is actually needed.

Abstract classes vs interfaces to represent a family

Abstract classes are described as being useful for a family of objects (e.g. could be used for animals which are mammals). However, what difference is there between using an interface or abstract class for representing a family of related objects?
My process is to use an abstract class when I want to define common functionality but with the option for future extensions and an interface for custom functionality (implementations).
For example, I wrote an abstract class to encapsulate some database functionality which will be used heavily in a small web app at work. I wrote an abstract class with virtual methods which can be overrided with custom functionality in the future (e.g. logging, or some reporting of the database events which may be required).
Is this the right way to go? Is there any significance in choosing one construct (abstract or interface) to represent a family?

An abstract class should be used when there is common state and behavior between all types. An interface should be used when all types will have a common interface but will not share state or behavior.
Here is an example.
German Shepherd, Golden Retriever, Beagle
These three objects are all dogs, and as such they share certain common state (carnivorous, 4 legs, etc.) and they also share certain overridable behavior (bark, pant, etc.). In this instance it would make the most sense to create an abstract Dog class to hold this common state and behavior and create subtypes of Dog for each type of dog.
Pencil, Pen, Chalk
These objects have no common state and they cannot share behavior. Yet you may notice that they do have something in common - they are cabaple of writing. These objects are best build separately and without a base class and then tied together with a Writable interface that exposes each type's Write method.

I would suggest using interfaces so that you can implement new functionality in your database utility at some future point.
As always, the primary design principle when it comes to development is
Design towards an interface, not an implementation

With abstract classes, you can provide implementation that is needed and shared by all the classes in your hierarchy. Therefore, you're reusing code. You may allow the derived classes to override the default behavior or not but at least you're providing a baseline functionality like breathing for a new born animal. However, with interfaces, you can't provide any implementation. You simply define a contract that all classes that inherits that interface should honor and provide implementation for. This may lead to repetitive and duplicate code among the hierarchy of classes.
Interfaces are not very good for extensibility and you need to worry about versioning. You decide to make change to an existing interface but you will soon realize that there are a lot of classes in existence you may need to modify. Think about adding Breath method to IMammal interface that's already being used by many mammals. You will need to go and provide Breath implementation for each one. With an abstract class, you can simply add Breath method and provide some baseline implementation without having to worry about existing derived classes. So abstract classes are more flexible in term of the development of your hierarchy and the api.

Interface vs Base class

When should I use an interface and when should I use a base class?
Should it always be an interface if I don't want to actually define a base implementation of the methods?
If I have a Dog and Cat class. Why would I want to implement IPet instead of PetBase? I can understand having interfaces for ISheds or IBarks (IMakesNoise?), because those can be placed on a pet by pet basis, but I don't understand which to use for a generic Pet.

Let's take your example of a Dog and a Cat class, and let's illustrate using C#:
Both a dog and a cat are animals, specifically, quadruped mammals (animals are waaay too general). Let us assume that you have an abstract class Mammal, for both of them:
public abstract class Mammal
This base class will probably have default methods such as:
Feed
Mate
All of which are behavior that have more or less the same implementation between either species. To define this you will have:
public class Dog : Mammal
public class Cat : Mammal
Now let's suppose there are other mammals, which we will usually see in a zoo:
public class Giraffe : Mammal
public class Rhinoceros : Mammal
public class Hippopotamus : Mammal
This will still be valid because at the core of the functionality Feed() and Mate() will still be the same.
However, giraffes, rhinoceros, and hippos are not exactly animals that you can make pets out of. That's where an interface will be useful:
public interface IPettable
{
IList<Trick> Tricks{get; set;}
void Bathe();
void Train(Trick t);
}
The implementation for the above contract will not be the same between a cat and dog; putting their implementations in an abstract class to inherit will be a bad idea.
Your Dog and Cat definitions should now look like:
public class Dog : Mammal, IPettable
public class Cat : Mammal, IPettable
Theoretically you can override them from a higher base class, but essentially an interface allows you to add on only the things you need into a class without the need for inheritance.
Consequently, because you can usually only inherit from one abstract class (in most statically typed OO languages that is... exceptions include C++) but be able to implement multiple interfaces, it allows you to construct objects in a strictly as required basis.

Well, Josh Bloch said himself in Effective Java 2d:
Prefer interfaces over abstract classes
Some main points:
Existing classes can be easily retrofitted to implement a new
interface. All you have to do is add
the required methods if they don’t yet
exist and add an implements clause to
the class declaration.
Interfaces are ideal for defining mixins. Loosely speaking, a
mixin is a type that a class can
implement in addition to its “primary
type” to declare that it provides
some optional behavior. For example,
Comparable is a mixin interface that
allows a class to declare that its
instances are ordered with respect to
other mutually comparable objects.
Interfaces allow the construction of nonhierarchical type
frameworks. Type hierarchies are
great for organizing some things, but
other things don’t fall neatly into a
rigid hierarchy.
Interfaces enable safe, powerful functionality enhancements via the
wrap- per class idiom. If you use
abstract classes to define types, you
leave the programmer who wants to add
functionality with no alternative but
to use inheritance.
Moreover, you can combine the virtues
of interfaces and abstract classes by
providing an abstract skeletal
implementation class to go with each
nontrivial interface that you export.
On the other hand, interfaces are very hard to evolve. If you add a method to an interface it'll break all of it's implementations.
PS.: Buy the book. It's a lot more detailed.

Interfaces and base classes represent two different forms of relationships.
Inheritance (base classes) represent an "is-a" relationship. E.g. a dog or a cat "is-a" pet. This relationship always represents the (single) purpose of the class (in conjunction with the "single responsibility principle").
Interfaces, on the other hand, represent additional features of a class. I'd call it an "is" relationship, like in "Foo is disposable", hence the IDisposable interface in C#.

Modern style is to define IPet and PetBase.
The advantage of the interface is that other code can use it without any ties whatsoever to other executable code. Completely "clean." Also interfaces can be mixed.
But base classes are useful for simple implementations and common utilities. So provide an abstract base class as well to save time and code.

Interfaces
Most languages allow you to implement multiple interfaces
Modifying an interface is a breaking change. All implementations need to be recompiled/modified.
All members are public. Implementations have to implement all members.
Interfaces help in Decoupling. You can use mock frameworks to mock out anything behind an interface
Interfaces normally indicate a kind of behavior
Interface implementations are decoupled / isolated from each other
Base classes
Allows you to add some default implementation that you get for free by derivation (From C# 8.0 by interface you can have default implementation)
Except C++, you can only derive from one class. Even if could from multiple classes, it is usually a bad idea.
Changing the base class is relatively easy. Derivations do not need to do anything special
Base classes can declare protected and public functions that can be accessed by derivations
Abstract Base classes can't be mocked easily like interfaces
Base classes normally indicate type hierarchy (IS A)
Class derivations may come to depend on some base behavior (have intricate knowledge of parent implementation). Things can be messy if you make a change to the base implementation for one guy and break the others.

In general, you should favor interfaces over abstract classes. One reason to use an abstract class is if you have common implementation among concrete classes. Of course, you should still declare an interface (IPet) and have an abstract class (PetBase) implement that interface.Using small, distinct interfaces, you can use multiples to further improve flexibility. Interfaces allow the maximum amount of flexibility and portability of types across boundaries. When passing references across boundaries, always pass the interface and not the concrete type. This allows the receiving end to determine concrete implementation and provides maximum flexibility. This is absolutely true when programming in a TDD/BDD fashion.
The Gang of Four stated in their book "Because inheritance exposes a subclass to details of its parent's implementation, it's often said that 'inheritance breaks encapsulation". I believe this to be true.

This is pretty .NET specific, but the Framework Design Guidelines book argues that in general classes give more flexibility in an evolving framework. Once an interface is shipped, you don't get the chance to change it without breaking code that used that interface. With a class however, you can modify it and not break code that links to it. As long you make the right modifications, which includes adding new functionality, you will be able to extend and evolve your code.
Krzysztof Cwalina says on page 81:
Over the course of the three versions of the .NET Framework, I have talked about this guideline with quite a few developers on our team. Many of them, including those who initially disagreed with the guidelines, have said that they regret having shipped some API as an interface. I have not heard of even one case in which somebody regretted that they shipped a class.
That being said there certainly is a place for interfaces. As a general guideline always provide an abstract base class implementation of an interface if for nothing else as an example of a way to implement the interface. In the best case that base class will save a lot of work.

Juan,
I like to think of interfaces as a way to characterize a class. A particular dog breed class, say a YorkshireTerrier, may be a descended of the parent dog class, but it is also implements IFurry, IStubby, and IYippieDog. So the class defines what the class is but the interface tells us things about it.
The advantage of this is it allows me to, for example, gather all the IYippieDog's and throw them into my Ocean collection. So now I can reach across a particular set of objects and find ones that meet the criteria I am looking at without inspecting the class too closely.
I find that interfaces really should define a sub-set of the public behavior of a class. If it defines all the public behavior for all the classes that implement then it usually does not need to exist. They do not tell me anything useful.
This thought though goes counter to the idea that every class should have an interface and you should code to the interface. That's fine, but you end up with a lot of one to one interfaces to classes and it makes things confusing. I understand that the idea is it does not really cost anything to do and now you can swap things in and out with ease. However, I find that I rarely do that. Most of the time I am just modifying the existing class in place and have the exact same issues I always did if the public interface of that class needs changing, except I now have to change it in two places.
So if you think like me you would definitely say that Cat and Dog are IPettable. It is a characterization that matches them both.
The other piece of this though is should they have the same base class? The question is do they need to be broadly treated as the same thing. Certainly they are both Animals, but does that fit how we are going to use them together.
Say I want to gather all Animal classes and put them in my Ark container.
Or do they need to be Mammals? Perhaps we need some kind of cross animal milking factory?
Do they even need to be linked together at all? Is it enough to just know they are both IPettable?
I often feel the desire to derive a whole class hierarchy when I really just need one class. I do it in anticipation someday I might need it and usually I never do. Even when I do, I usually find I have to do a lot to fix it. That’s because the first class I am creating is not the Dog, I am not that lucky, it is instead the Platypus. Now my entire class hierarchy is based on the bizarre case and I have a lot of wasted code.
You might also find at some point that not all Cats are IPettable (like that hairless one). Now you can move that Interface to all the derivative classes that fit. You will find that a much less breaking change that all of a sudden Cats are no longer derived from PettableBase.

Here is the basic and simple definiton of interface and base class:
Base class = object inheritance.
Interface = functional inheritance.
cheers

It is explained well in this Java World article.
Personally, I tend to use interfaces to define interfaces - i.e. parts of the system design that specify how something should be accessed.
It's not uncommon that I will have a class implementing one or more interfaces.
Abstract classes I use as a basis for something else.
The following is an extract from the above mentioned article JavaWorld.com article, author Tony Sintes, 04/20/01
Interface vs. abstract class
Choosing interfaces and abstract classes is not an either/or proposition. If you need to change your design, make it an interface. However, you may have abstract classes that provide some default behavior. Abstract classes are excellent candidates inside of application frameworks.
Abstract classes let you define some behaviors; they force your subclasses to provide others. For example, if you have an application framework, an abstract class may provide default services such as event and message handling. Those services allow your application to plug in to your application framework. However, there is some application-specific functionality that only your application can perform. Such functionality might include startup and shutdown tasks, which are often application-dependent. So instead of trying to define that behavior itself, the abstract base class can declare abstract shutdown and startup methods. The base class knows that it needs those methods, but an abstract class lets your class admit that it doesn't know how to perform those actions; it only knows that it must initiate the actions. When it is time to start up, the abstract class can call the startup method. When the base class calls this method, Java calls the method defined by the child class.
Many developers forget that a class that defines an abstract method can call that method as well. Abstract classes are an excellent way to create planned inheritance hierarchies. They're also a good choice for nonleaf classes in class hierarchies.
Class vs. interface
Some say you should define all classes in terms of interfaces, but I think recommendation seems a bit extreme. I use interfaces when I see that something in my design will change frequently.
For example, the Strategy pattern lets you swap new algorithms and processes into your program without altering the objects that use them. A media player might know how to play CDs, MP3s, and wav files. Of course, you don't want to hardcode those playback algorithms into the player; that will make it difficult to add a new format like AVI. Furthermore, your code will be littered with useless case statements. And to add insult to injury, you will need to update those case statements each time you add a new algorithm. All in all, this is not a very object-oriented way to program.
With the Strategy pattern, you can simply encapsulate the algorithm behind an object. If you do that, you can provide new media plug-ins at any time. Let's call the plug-in class MediaStrategy. That object would have one method: playStream(Stream s). So to add a new algorithm, we simply extend our algorithm class. Now, when the program encounters the new media type, it simply delegates the playing of the stream to our media strategy. Of course, you'll need some plumbing to properly instantiate the algorithm strategies you will need.
This is an excellent place to use an interface. We've used the Strategy pattern, which clearly indicates a place in the design that will change. Thus, you should define the strategy as an interface. You should generally favor interfaces over inheritance when you want an object to have a certain type; in this case, MediaStrategy. Relying on inheritance for type identity is dangerous; it locks you into a particular inheritance hierarchy. Java doesn't allow multiple inheritance, so you can't extend something that gives you a useful implementation or more type identity.

I recommend using composition instead of inheritence whenever possible. Use interfaces but use member objects for base implementation. That way, you can define a factory that constructs your objects to behave in a certain way. If you want to change the behavior then you make a new factory method (or abstract factory) that creates different types of sub-objects.
In some cases, you may find that your primary objects don't need interfaces at all, if all of the mutable behavior is defined in helper objects.
So instead of IPet or PetBase, you might end up with a Pet which has an IFurBehavior parameter. The IFurBehavior parameter is set by the CreateDog() method of the PetFactory. It is this parameter which is called for the shed() method.
If you do this you'll find your code is much more flexible and most of your simple objects deal with very basic system-wide behaviors.
I recommend this pattern even in multiple-inheritence languages.

Also keep in mind not to get swept away in OO (see blog) and always model objects based on behavior required, if you were designing an app where the only behavior you required was a generic name and species for an animal then you would only need one class Animal with a property for the name, instead of millions of classes for every possible animal in the world.

I have a rough rule-of-thumb
Functionality: likely to be different in all parts: Interface.
Data, and functionality, parts will be mostly the same, parts different: abstract class.
Data, and functionality, actually working, if extended only with slight changes: ordinary (concrete) class
Data and functionality, no changes planned: ordinary (concrete) class with final modifier.
Data, and maybe functionality: read-only: enum members.
This is very rough and ready and not at all strictly defined, but there is a spectrum from interfaces where everything is intended to be changed to enums where everything is fixed a bit like a read-only file.

Source: http://jasonroell.com/2014/12/09/interfaces-vs-abstract-classes-what-should-you-use/
C# is a wonderful language that has matured and evolved over the last 14 years. This is great for us developers because a mature language provides us with a plethora of language features that are at our disposal.
However, with much power becomes much responsibility. Some of these features can be misused, or sometimes it is hard to understand why you would choose to use one feature over another. Over the years, a feature that I have seen many developers struggle with is when to choose to use an interface or to choose to use an abstract class. Both have there advantages and disadvantages and the correct time and place to use each. But how to we decide???
Both provide for reuse of common functionality between types. The most obvious difference right away is that interfaces provide no implementation for their functionality whereas abstract classes allow you to implement some “base” or “default” behavior and then have the ability to “override” this default behavior with the classes derived types if necessary.
This is all well and good and provides for great reuse of code and adheres to the DRY (Don’t Repeat Yourself) principle of software development. Abstract classes are great to use when you have an “is a” relationship.
For example: A golden retriever “is a” type of dog. So is a poodle. They both can bark, as all dogs can. However, you might want to state that the poodle park is significantly different than the “default” dog bark. Therefor, it could make sense for you to implement something as follows:
public abstract class Dog
{
public virtual void Bark()
{
Console.WriteLine("Base Class implementation of Bark");
}
}
public class GoldenRetriever : Dog
{
// the Bark method is inherited from the Dog class
}
public class Poodle : Dog
{
// here we are overriding the base functionality of Bark with our new implementation
// specific to the Poodle class
public override void Bark()
{
Console.WriteLine("Poodle's implementation of Bark");
}
}
// Add a list of dogs to a collection and call the bark method.
void Main()
{
var poodle = new Poodle();
var goldenRetriever = new GoldenRetriever();
var dogs = new List<Dog>();
dogs.Add(poodle);
dogs.Add(goldenRetriever);
foreach (var dog in dogs)
{
dog.Bark();
}
}
// Output will be:
// Poodle's implementation of Bark
// Base Class implementation of Bark
//
As you can see, this would be a great way to keep your code DRY and allow for the base class implementation be called when any of the types can just rely on the default Bark instead of a special case implementation. The classes like GoldenRetriever, Boxer, Lab could all could inherit the “default” (bass class) Bark at no charge just because they implement the Dog abstract class.
But I’m sure you already knew that.
You are here because you want to understand why you might want to choose an interface over an abstract class or vice versa. Well one reason you may want to choose an interface over an abstract class is when you don’t have or want to prevent a default implementation. This is usually because the types that are implementing the interface not related in an “is a” relationship. Actually, they don’t have to be related at all except for the fact that each type “is able” or has “the ablity” to do something or have something.
Now what the heck does that mean? Well, for example: A human is not a duck…and a duck is not a human. Pretty obvious. However, both a duck and a human have “the ability” to swim (given that the human passed his swimming lessons in 1st grade :) ). Also, since a duck is not a human or vice versa, this is not an “is a” realationship, but instead an “is able” relationship and we can use an interface to illustrate that:
// Create ISwimable interface
public interface ISwimable
{
public void Swim();
}
// Have Human implement ISwimable Interface
public class Human : ISwimable
public void Swim()
{
//Human's implementation of Swim
Console.WriteLine("I'm a human swimming!");
}
// Have Duck implement ISwimable interface
public class Duck: ISwimable
{
public void Swim()
{
// Duck's implementation of Swim
Console.WriteLine("Quack! Quack! I'm a Duck swimming!")
}
}
//Now they can both be used in places where you just need an object that has the ability "to swim"
public void ShowHowYouSwim(ISwimable somethingThatCanSwim)
{
somethingThatCanSwim.Swim();
}
public void Main()
{
var human = new Human();
var duck = new Duck();
var listOfThingsThatCanSwim = new List<ISwimable>();
listOfThingsThatCanSwim.Add(duck);
listOfThingsThatCanSwim.Add(human);
foreach (var something in listOfThingsThatCanSwim)
{
ShowHowYouSwim(something);
}
}
// So at runtime the correct implementation of something.Swim() will be called
// Output:
// Quack! Quack! I'm a Duck swimming!
// I'm a human swimming!
Using interfaces like the code above will allow you to pass an object into a method that “is able” to do something. The code doesn’t care how it does it…All it knows is that it can call the Swim method on that object and that object will know which behavior take at run-time based on its type.
Once again, this helps your code stay DRY so that you would not have to write multiple methods that are calling the object to preform the same core function (ShowHowHumanSwims(human), ShowHowDuckSwims(duck), etc.)
Using an interface here allows the calling methods to not have to worry about what type is which or how the behavior is implemented. It just knows that given the interface, each object will have to have implemented the Swim method so it is safe to call it in its own code and allow the behavior of the Swim method be handled within its own class.
Summary:
So my main rule of thumb is use an abstract class when you want to implement a “default” functionality for a class hierarchy or/and the classes or types you are working with share a “is a” relationship (ex. poodle “is a” type of dog).
On the other hand use an interface when you do not have an “is a” relationship but have types that share “the ability” to do something or have something (ex. Duck “is not” a human. However, duck and human share “the ability” to swim).
Another difference to note between abstract classes and interfaces is that a class can implement one to many interfaces but a class can only inherit from ONE abstract class (or any class for that matter). Yes, you can nest classes and have an inheritance hierarchy (which many programs do and should have) but you cannot inherit two classes in one derived class definition (this rule applies to C#. In some other languages you are able to do this, usually only because of the lack of interfaces in these languages).
Also remember when using interfaces to adhere to the Interface Segregation Principle (ISP). ISP states that no client should be forced to depend on methods it does not use. For this reason interfaces should be focused on specific tasks and are usually very small (ex. IDisposable, IComparable ).
Another tip is if you are developing small, concise bits of functionality, use interfaces. If you are designing large functional units, use an abstract class.
Hope this clears things up for some people!
Also if you can think of any better examples or want to point something out, please do so in the comments below!

Interfaces should be small. Really small. If you're really breaking down your objects, then your interfaces will probably only contain a few very specific methods and properties.
Abstract classes are shortcuts. Are there things that all derivatives of PetBase share that you can code once and be done with? If yes, then it's time for an abstract class.
Abstract classes are also limiting. While they give you a great shortcut to producing child objects, any given object can only implement one abstract class. Many times, I find this a limitation of Abstract classes, and this is why I use lots of interfaces.
Abstract classes may contain several interfaces. Your PetBase abstract class may implement IPet (pets have owners) and IDigestion (pets eat, or at least they should). However, PetBase will probably not implement IMammal, since not all pets are mammals and not all mammals are pets. You may add a MammalPetBase that extends PetBase and add IMammal. FishBase could have PetBase and add IFish. IFish would have ISwim and IUnderwaterBreather as interfaces.
Yes, my example is extensively over-complicated for the simple example, but that's part of the great thing about how interfaces and abstract classes work together.

The case for Base Classes over Interfaces was explained well in the Submain .NET Coding Guidelines:
Base Classes vs. Interfaces
An interface type is a partial
description of a value, potentially
supported by many object types. Use
base classes instead of interfaces
whenever possible. From a versioning
perspective, classes are more flexible
than interfaces. With a class, you can
ship Version 1.0 and then in Version
2.0 add a new method to the class. As long as the method is not abstract,
any existing derived classes continue
to function unchanged.
Because interfaces do not support
implementation inheritance, the
pattern that applies to classes does
not apply to interfaces. Adding a
method to an interface is equivalent
to adding an abstract method to a base
class; any class that implements the
interface will break because the class
does not implement the new method.
Interfaces are appropriate in the
following situations:
Several unrelated classes want to support the protocol.
These classes already have established base classes (for
example,
some are user interface (UI) controls,
and some are XML Web services).
Aggregation is not appropriate or practicable. In all other
situations,
class inheritance is a better model.

One important difference is that you can only inherit one base class, but you can implement many interfaces. So you only want to use a base class if you are absolutely certain that you won't need to also inherit a different base class. Additionally, if you find your interface is getting large then you should start looking to break it up into a few logical pieces that define independent functionality, since there's no rule that your class can't implement them all (or that you can define a different interface that just inherits them all to group them).

When I first started learning about object-oriented programming, I made the easy and probably common mistake of using inheritance to share common behavior - even where that behavior was not essential to the nature of the object.
To further build on an example much used in this particular question, there are lots of things that are petable - girlfriends, cars, fuzzy blankets... - so I might have had a Petable class that provided this common behavior, and various classes inheriting from it.
However, being petable is not part of the nature of any of these objects. There are vastly more important concepts that are essential to their nature - the girlfriend is a person, the car is a land vehicle, the cat is a mammal...
Behaviors should be assigned first to interfaces (including the default interface of the class), and promoted to a base class only if they are (a) common to a large group of classes that are subsets of a larger class - in the same sense that "cat" and "person" are subsets of "mammal".
The catch is, after you understand object-oriented design sufficiently better than I did at first, you'll normally do this automatically without even thinking about it. So the bare truth of the statement "code to an interface, not an abstract class" becomes so obvious you have a hard time believing anyone would bother to say it - and start trying to read other meanings into it.
Another thing I'd add is that if a class is purely abstract - with no non-abstract, non-inherited members or methods exposed to child, parent, or client - then why is it a class? It could be replaced, in some cases by an interface and in other cases by Null.

Prefer interfaces over abstract classes
Rationale,
the main points to consider [two already mentioned here] are :
Interfaces are more flexible, because a class can implement multiple
interfaces. Since Java does not have multiple inheritance, using
abstract classes prevents your users from using any other class
hierarchy. In general, prefer interfaces when there are no default
implementations or state. Java collections offer good examples of
this (Map, Set, etc.).
Abstract classes have the advantage of allowing better forward
compatibility. Once clients use an interface, you cannot change it;
if they use an abstract class, you can still add behavior without
breaking existing code. If compatibility is a concern, consider using
abstract classes.
Even if you do have default implementations or internal state,
consider offering an interface and an abstract implementation of it.
This will assist clients, but still allow them greater freedom if
desired [1].
Of course, the subject has been discussed at length
elsewhere [2,3].
[1] It adds more code, of course, but if brevity is your primary concern, you probably should have avoided Java in the first place!
[2] Joshua Bloch, Effective Java, items 16-18.
[3] http://www.codeproject.com/KB/ar...

Previous comments about using abstract classes for common implementation is definitely on the mark. One benefit I haven't seen mentioned yet is that the use of interfaces makes it much easier to implement mock objects for the purpose of unit testing. Defining IPet and PetBase as Jason Cohen described enables you to mock different data conditions easily, without the overhead of a physical database (until you decide it's time to test the real thing).

Don't use a base class unless you know what it means, and that it applies in this case. If it applies, use it, otherwise, use interfaces. But note the answer about small interfaces.
Public Inheritance is overused in OOD and expresses a lot more than most developers realize or are willing to live up to. See the Liskov Substitutablity Principle
In short, if A "is a" B then A requires no more than B and delivers no less than B, for every method it exposes.

Another option to keep in mind is using the "has-a" relationship, aka "is implemented in terms of" or "composition." Sometimes this is a cleaner, more flexible way to structure things than using "is-a" inheritance.
It may not make as much sense logically to say that Dog and Cat both "have" a Pet, but it avoids common multiple inheritance pitfalls:
public class Pet
{
void Bathe();
void Train(Trick t);
}
public class Dog
{
private Pet pet;
public void Bathe() { pet.Bathe(); }
public void Train(Trick t) { pet.Train(t); }
}
public class Cat
{
private Pet pet;
public void Bathe() { pet.Bathe(); }
public void Train(Trick t) { pet.Train(t); }
}
Yes, this example shows that there is a lot of code duplication and lack of elegance involved in doing things this way. But one should also appreciate that this helps to keep Dog and Cat decoupled from the Pet class (in that Dog and Cat do not have access to the private members of Pet), and it leaves room for Dog and Cat to inherit from something else--possibly the Mammal class.
Composition is preferable when no private access is required and you don't need to refer to Dog and Cat using generic Pet references/pointers. Interfaces give you that generic reference capability and can help cut down on the verbosity of your code, but they can also obfuscate things when they are poorly organized. Inheritance is useful when you need private member access, and in using it you are committing yourself to highly coupling your Dog and Cat classes to your Pet class, which is a steep cost to pay.
Between inheritance, composition, and interfaces there is no one way that is always right, and it helps to consider how all three options can be used in harmony. Of the three, inheritance is typically the option that should be used the least often.

Conceptually, an interface is used to formally and semi-formally define a set of methods that an object will provide. Formally means a set of method names and signatures, and semi-formally means human readable documentation associated with those methods.
Interfaces are only descriptions of an API (after all, API stands for application programming interface), they can't contain any implementation, and it's not possible to use or run an interface. They only make explicit the contract of how you should interact with an object.
Classes provide an implementation, and they can declare that they implement zero, one or more Interfaces. If a class is intended to be inherited, the convention is to prefix the class name with "Base".
There is a distinction between a base class and an abstract base classes (ABC). ABCs mix interface and implementation together. Abstract outside of computer programming means "summary", that is "abstract == interface". An abstract base class can then describe both an interface, as well as an empty, partial or complete implementation that is intended to be inherited.
Opinions on when to use interfaces versus abstract base classes versus just classes is going to vary wildly based on both what you are developing, and which language you are developing in. Interfaces are often associated only with statically typed languages such as Java or C#, but dynamically typed languages can also have interfaces and abstract base classes. In Python for example, the distinction is made clear between a Class, which declares that it implements an interface, and an object, which is an instance of a class, and is said to provide that interface. It's possible in a dynamic language that two objects that are both instances of the same class, can declare that they provide completely different interfaces. In Python this is only possible for object attributes, while methods are shared state between all objects of a class. However, in Ruby, objects can have per-instance methods, so it's possible that the interface between two objects of the same class can vary as much as the programmer desires (however, Ruby doesn't have any explicit way of declaring Interfaces).
In dynamic languages the interface to an object is often implicitly assumed, either by introspecting an object and asking it what methods it provides (look before you leap) or preferably by simply attempting to use the desired interface on an object and catching exceptions if the object doesn't provide that interface (easier to ask forgiveness than permission). This can lead to "false positives" where two interfaces have the same method name, but are semantically different. However, the trade-off is that your code is more flexible since you don't need to over specify up-front to anticipate all possible uses of your code.

It depends on your requirements. If IPet is simple enough, I would prefer to implement that. Otherwise, if PetBase implements a ton of functionality you don't want to duplicate, then have at it.
The downside to implementing a base class is the requirement to override (or new) existing methods. This makes them virtual methods which means you have to be careful about how you use the object instance.
Lastly, the single inheritance of .NET kills me. A naive example: Say you're making a user control, so you inherit UserControl. But, now you're locked out of also inheriting PetBase. This forces you to reorganize, such as to make a PetBase class member, instead.

I usually don't implement either until I need one. I favor interfaces over abstract classes because that gives a little more flexibility. If there's common behavior in some of the inheriting classes I move that up and make an abstract base class. I don't see the need for both, since they essentially server the same purpose, and having both is a bad code smell (imho) that the solution has been over-engineered.

Regarding C#, in some senses interfaces and abstract classes can be interchangeable. However, the differences are: i) interfaces cannot implement code; ii) because of this, interfaces cannot call further up the stack to subclass; and iii) only can abstract class may be inherited on a class, whereas multiple interfaces may be implemented on a class.

By def, interface provides a layer to communicate with other code. All the public properties and methods of a class are by default implementing implicit interface. We can also define an interface as a role, when ever any class needs to play that role, it has to implement it giving it different forms of implementation depending on the class implementing it. Hence when you talk about interface, you are talking about polymorphism and when you are talking about base class, you are talking about inheritance. Two concepts of oops !!!

I've found that a pattern of Interface > Abstract > Concrete works in the following use-case:
1. You have a general interface (eg IPet)
2. You have a implementation that is less general (eg Mammal)
3. You have many concrete members (eg Cat, Dog, Ape)
The abstract class defines default shared attributes of the concrete classes, yet enforces the interface. For example:
public interface IPet{
public boolean hasHair();
public boolean walksUprights();
public boolean hasNipples();
}
Now, since all mammals have hair and nipples (AFAIK, I'm not a zoologist), we can roll this into the abstract base class
public abstract class Mammal() implements IPet{
#override
public walksUpright(){
throw new NotSupportedException("Walks Upright not implemented");
}
#override
public hasNipples(){return true}
#override
public hasHair(){return true}
And then the concrete classes merely define that they walk upright.
public class Ape extends Mammal(){
#override
public walksUpright(return true)
}
public class Catextends Mammal(){
#override
public walksUpright(return false)
}
This design is nice when there are lots of concrete classes, and you don't want to maintain boilerplate just to program to an interface. If new methods were added to the interface, it would break all of the resulting classes, so you are still getting the advantages of the interface approach.
In this case, the abstract could just as well be concrete; however, the abstract designation helps to emphasize that this pattern is being employed.

An inheritor of a base class should have an "is a" relationship. Interface represents An "implements a" relationship.
So only use a base class when your inheritors will maintain the is a relationship.

Use Interfaces to enforce a contract ACROSS families of unrelated classes. For example, you might have common access methods for classes that represent collections, but contain radically different data i.e. one class might represent a result set from a query, while the other might represent the images in a gallery. Also, you can implement multiple interfaces, thus allowing you to blend (and signify) the capabilities of the class.
Use Inheritance when the classes bear a common relationship and therefore have a similair structural and behavioural signature, i.e. Car, Motorbike, Truck and SUV are all types of road vehicle that might contain a number of wheels, a top speed