CBO coupling between object - oop

I don't understand what "CBO-Coupling between object classes" really means. The definition I found is so short that I think I'm missing something, so it would be great if you help me with an example.
Here is the definition I found:
"The coupling between object classes is a count of the number of other classes to which it is coupled."
Thanks in advance.

Coupling between objects (CBO) is a count of the number of classes that are coupled to a particular class i.e. where the methods of one class call the methods or access the variables of the other. These calls need to be counted in both directions so the CBO of class A is the size of the set of classes that class A references and those classes that reference class A. Since this is a set - each class is counted only once even if the reference operates in both directions i.e. if A references B and B references A, B is only counted once.
This is the definition given here - www.virtualmachinery.com/sidebar3.htm
There is some more detail in the link - as well as an interesting general discussion of the Chidamber and Kemerer metrics - CBO is a part of these metrics.

Here's an example with UML that complements the other answers:
Notes:
CBO doesn't care about the direction of a dependency. D has a CBO of 1 because C depends on it, even though D depends on no other classes. B and C are similar cases.
Coupling can be via attributes (composition), associations, local variables, instanciations or injected dependencies (arguments to methods).

Coupling is when a class (A) depends (knows about, requires, uses) on another specific class(B). This means when you change a public member B that is used by A, you have to change A as well. You want low coupling between types, so that you can change classes without many side effects. Usually, coupling 'comes' together with bad encapsulation so you'll have A knowing information that should be private to B.
Some types are generic enough (like List in C#) and you can use them directly without fearing side effects. But whatever classes you define for your own app, you need to be aware that those might change. So in many situations, you are more interested in some behaviour (or attributes) of B, instead of A using the whole B. In those cases, it's better to extract an interface (to abstract the desired behaviour) and then A will know only about an abstraction, while B will implement it. This allows you to have more than one concrete implementation (useful every time you're dealing with things like databases, network, import/export etc) and A won't know about B.
Thus, A can unknowingly use any of B,C,D etc as long as they implement the interface and you can change things in B,C,D as long as this doesn't break the public contract (the interface).
While we usually want our classes to be decoupled, but cohesive (as in to work together), in many situations coupling won't really hurt you, as decoupling might require more effort than provide value. It's up to the developer to identify those situations and to make a proper decision. However, this comes with experience, so in the mean time, just try not to couple your classes too much.

Related

Is it a bad design to create a small class with two methods solely for inheritance?

I want to create a class with two methods, and no other purpose than so I can create two subclasses which inherit the methods. This class cannot function on its own. Is this a bad programming design or habit?
There are even classes that don't do anything, other than letting other classes derive from it. It doesn't matter whether the superclass can have useful instances themselves. Classes that only exist for other classes to derive from are often called abstract classes; some languages such as C++ also have syntax features to allow the compiler to give errors when you try to create an object from an abstract class. So it can't be THAT bad to have classes like this.
Beyond that, what's "bad practice"? If the setup makes the code easier to understand then it can't be bad.
Of course, if the two classes you intend to derive really don't have anything in common and those two methods are merely "hey, I noticed that 10 lines of code in that class are the same as these 10 lines in the other class", then making this into a common superclass may confuse more than help. Classes should still have some form of relationship. If it's just about sharing some code that randomly happens to show up here and there, standalone functions might be a better choice.
Basically, look at the names of the classes. If your new superclass is named something along the lines of "Some very generic name 'cause I have no idea what it is", then it's probably not "good design". If, on the other hand, you have a proper name for the superclass, and the names of the derived classes are still something that has a "kind of" relationship to the superclass, then it's probably not a bad thing.
Another strong hint for something being "good" is when you start using pointers to the superclass because you don't care whether you're dealing with one or the other subclass.
Its a good habit, it leads to better organization of functions. Another reason is you can just look at the inheritance tree and know that it is related to the two function class. There isn't much harm in it.
There is no inherent good or bad, in general. It depends a lot on the specifics of situation. But, in general, you should always try to follow the principles of object-orientation. For example, whenever you are creating a class, whether abstract or concrete, the class should have both data and behaviour. This rule is very important, it goes all the way to the very foundation of object-orientation. A class without data, is just a bunch of methods (this is procedural programming, not OO). A class without behavior, is a bunch of variables (again procedural, not OO). So, having both data and behavior together is important. But, they should have logical relation to each other, not randomly put together. For example, a method should access data in some way.
Of course, there are deviations from this rule. For example, you may have just a bunch of methods in a static class (like Math class in Java), or just a bunch of constanst in a Interface. But, they are exceptions not rule. They are there, out of necessity, for convenience. They are not true classes in the strict object-oriented sense.
So, always aim toward the right principles, and deviate only when there is no other way to accomplish it, and only as an exception, not as a rule.
The previous point was refering to how to structure a class. For designing relationship among classes, again, the logical path should be followed. Think through each concept that you are dealing with and see if each one makes sense as a class, and then see what is the relationship among these classes. If it looks the you have three concepts that can be organized in inheritance - two classes deriving from a parent, the so be it. If the parent class has two methods, its ok. Even if it has one method, it is still OK. As long as it represents a coherent logical unit.

Act on base or subclass without RTTI or base class modification

I asked a similar question yesterday that was specific to a technology, but now I find myself wondering about the topic in the broad sense.
For simplicity's sake, we have two classes, A and B, where B is derived from A. B truly "is a" A, and all of the routines defined in A have the same meaning in B.
Let's say we want to display a list of As, some of which are actually Bs. As we traverse our list of As, if the current object is actually a B, we want to display some of Bs additional properties....or maybe we just want to color the Bs differently, but neither A nor B have any notion of "color" or "display stuff".
Solutions:
Make the A class semi-aware of B by basically including a method called isB() in A that returns false. B will override the method and return true. Display code would have a check like: if (currentA.isB()) B b = currentA;
Provide a display() method in A that B can override.... but then we start merging the UI and the model. I won't consider this unless there is some cool trick I'm not seeing.
Use instanceof to check if the current A object to be displayed is really a B.
Just add all the junk from B to A, even though it doesn't apply to A. Basically just contain a B (that does not inherit from A) in A and set it to null until it applies. This is somewhat attractive. This is similar to #1 I guess w/ composition over inheritance.
It seems like this particular problem should come up from time to time and have an obvious solution.
So I guess the question maybe really boils down to:
If I have a subclass that extends a base class by adding additional functionality (not just changing the existing behavior of the base class), am I doing something tragically wrong? It all seems to instantly fall apart as soon as we try to act on a collection of objects that may be A or B.
A variant of option 2 (or hybrid of 1 and 2) may make sense: after all, polymorphism is the standard solution to "Bs are As but need to behave differently in situation X." Agreed, a display() method would probably tie the model to the UI too closely, but presumably the different renderings you want at the UI level reflect semantic or behavioural differences at the model level. Could those be captured in a method? For example, instead of an outright getDisplayColour() method, could it be a getPriority() (for example) method, to which A and B return different values but it is still up to the UI to decide how to translate that into a colour?
Given your more general question, however, of "how can we handle additional behaviour that we can't or won't allow to be accessed polymorphically via the base class," for example if the base class isn't under our control, your options are probably option 3, the Visitor pattern or a helper class. In both cases you are effectively farming out the polymorphism to an external entity -- in option 3, the UI (e.g. the presenter or controller), which performs an instanceOf check and does different things depending on whether it's a B or not; in Visitor or the helper case, the new class. Given your example, Visitor is probably overkill (also, if you were not able/willing to change the base class to accommodate it, it wouldn't be possible to implement it I think), so I'd suggest a simple class called something like "renderer":
public abstract class Renderer {
public static Renderer Create(A obj) {
if (obj instanceOf B)
return new BRenderer();
else
return new ARenderer();
}
public abstract Color getColor();
}
// implementations of ARenderer and BRenderer per your UI logic
This encapsulates the run-time type checking and bundles the code up into reasonably well-defined classes with clear responsibilities, without the conceptual overhead of Visitor. (Per GrizzlyNyo's answer, though, if your hierarchy or function set is more complex than what you've shown here, Visitor could well be more appropriate, but many people find Visitor hard to get their heads around and I would tend to avoid it for simple situations -- but your mileage may vary.)
The answer given by itowlson covers pretty well most part of the question. I will now deal with the very last paragraph as simply as I can.
Inheritance should be implemented for reuse, for your derived class to be reused in old code, not for your class reusing parts of the base class (you can use aggregation for that).
From that standpoint, if you have a class that is to be used on new code with some new functionality, but should be used transparently as a former class, then inheritance is your solution. New code can use the new functionality and old code will seamlessly use your new objects.
While this is the general intention, there are some common pitfals, the line here is subtle and your question is about precisely that line. If you have a collection of objects of type base, that should be because those objects are meant to be used only with base's methods. They are 'bases', behave like bases.
Using techniques as 'instanceof' or downcasts (dynamic_cast<>() in C++) to detect the real runtime type is something that I would flag in a code review and only accept after having the programmer explain to great detail why any other option is worse than that solution. I would accept it, for example, in itowlson's answer under the premises that the information is not available with the given operations in base. That is, the base type does not have any method that would offer enough information for the caller to determine the color. And if it does not make sense to include such operation: besides the prepresentation color, are you going to perform any operation on the objects based on that same information? If logic depends on the real type, then the operation should be in base class to be overriden in derived classes. If that is not possible (the operation is new and only for some given subtypes) there should at least be an operation in the base to allow the caller to determine that a downcast will not fail. And then again, I would really require a sound reason for the caller code to require knowledge of the real type. Why does the user want to see it in different colors? Will the user perform different operations on each one of the types?
If you endup requiring to use code to bypass the type system, your design has a strange smell to it. Of course, never say never, but you can surely say: avoid depending on instanceof or downcasts for logic.
This looks like text book case for the Visitor design pattern (also known as "Double Dispatch").
See this answer for link to a thorough explanation on the Visitor and Composite patterns.

Is Inheritance really needed?

I must confess I'm somewhat of an OOP skeptic. Bad pedagogical and laboral experiences with object orientation didn't help. So I converted into a fervent believer in Visual Basic (the classic one!).
Then one day I found out C++ had changed and now had the STL and templates. I really liked that! Made the language useful. Then another day MS decided to apply facial surgery to VB, and I really hated the end result for the gratuitous changes (using "end while" instead of "wend" will make me into a better developer? Why not drop "next" for "end for", too? Why force the getter alongside the setter? Etc.) plus so much Java features which I found useless (inheritance, for instance, and the concept of a hierarchical framework).
And now, several years afterwards, I find myself asking this philosophical question: Is inheritance really needed?
The gang-of-four say we should favor object composition over inheritance. And after thinking of it, I cannot find something you can do with inheritance you cannot do with object aggregation plus interfaces. So I'm wondering, why do we even have it in the first place?
Any ideas? I'd love to see an example of where inheritance would be definitely needed, or where using inheritance instead of composition+interfaces can lead to a simpler and easier to modify design. In former jobs I've found if you need to change the base class, you need to modify also almost all the derived classes for they depended on the behaviour of parent. And if you make the base class' methods virtual... then not much code sharing takes place :(
Else, when I finally create my own programming language (a long unfulfilled desire I've found most developers share), I'd see no point in adding inheritance to it...
Really really short answer: No. Inheritance is not needed because only byte code is truly needed. But obviously, byte code or assemble is not a practically way to write your program. OOP is not the only paradigm for programming. But, I digress.
I went to college for computer science in the early 2000s when inheritance (is a), compositions (has a), and interfaces (does a) were taught on an equal footing. Because of this, I use very little inheritance because it is often suited better by composition. This was stressed because many of the professors had seen bad code (along with what you have described) because of abuse of inheritance.
Regardless of creating a language with or without inheritances, can you create a programming language which prevents bad habits and bad design decisions?
I think asking for situations where inheritance is really needed is missing the point a bit. You can fake inheritance by using an interface and some composition. This doesnt mean inheritance is useless. You can do anything you did in VB6 in assembly code with some extra typing, that doesn't mean VB6 was useless.
I usually just start using an interface. Sometimes I notice I actually want to inherit behaviour. That usually means I need a base class. It's that simple.
Inheritance defines an "Is-A" relationship.
class Point( object ):
# some set of features: attributes, methods, etc.
class PointWithMass( Point ):
# An additional feature: mass.
Above, I've used inheritance to formally declare that PointWithMass is a Point.
There are several ways to handle object P1 being a PointWithMass as well as Point. Here are two.
Have a reference from PointWithMass object p1 to some Point object p1-friend. The p1-friend has the Point attributes. When p1 needs to engage in Point-like behavior, it needs to delegate the work to its friend.
Rely on language inheritance to assure that all features of Point are also applicable to my PointWithMass object, p1. When p1 needs to engage in Point-like behavior, it already is a Point object and can just do what needs to be done.
I'd rather not manage the extra objects floating around to assure that all superclass features are part of a subclass object. I'd rather have inheritance to be sure that each subclass is an instance of it's own class, plus is an instance of all superclasses, too.
Edit.
For statically-typed languages, there's a bonus. When I rely on the language to handle this, a PointWithMass can be used anywhere a Point was expected.
For really obscure abuse of inheritance, read about C++'s strange "composition through private inheritance" quagmire. See Any sensible examples of creating inheritance without creating subtyping relations? for some further discussion on this. It conflates inheritance and composition; it doesn't seem to add clarity or precision to the resulting code; it only applies to C++.
The GoF (and many others) recommend that you only favor composition over inheritance. If you have a class with a very large API, and you only want to add a very small number of methods to it, leaving the base implementation alone, I would find it inappropriate to use composition. You'd have to re-implement all of the public methods of the encapsulated class to just return their value. This is a waste of time (programmer and CPU) when you can just inherit all of this behavior, and spend your time concentrating on new methods.
So, to answer your question, no you don't absolutely need inheritance. There are, however, many situations where it's the right design choice.
The problem with inheritance is that it conflates the issue of sub-typing (asserting an is-a relationship) and code reuse (e.g., private inheritance is for reuse only).
So, no it's an overloaded word that we don't need. I'd prefer sub-typing (using the 'implements' keyword) and import (kinda like Ruby does it in class definitions)
Inheritance lets me push off a whole bunch of bookkeeping onto the compiler because it gives me polymorphic behavior for object hierarchies that I would otherwise have to create and maintain myself. Regardless of how good a silver bullet OOP is, there will always be instances where you want to employ a certain type of behavior because it just makes sense to do. And ultimately, that's the point of OOP: it makes a certain class of problems much easier to solve.
The downsides of composition is that it may disguise the relatedness of elements and it may be harder for others to understand. With,say, a 2D Point class and the desire to extend it to higher dimensions, you would presumably have to add (at least) Z getter/setter, modify getDistance(), and maybe add a getVolume() method. So you have the Objects 101 elements: related state and behavior.
A developer with a compositional mindset would presumably have defined a getDistance(x, y) -> double method and would now define a getDistance(x, y, z) -> double method. Or, thinking generally, they might define a getDistance(lambdaGeneratingACoordinateForEveryAxis()) -> double method. Then they would probably write createTwoDimensionalPoint() and createThreeDimensionalPoint() factory methods (or perhaps createNDimensionalPoint(n) ) that would stitch together the various state and behavior.
A developer with an OO mindset would use inheritance. Same amount of complexity in the implementation of domain characteristics, less complexity in terms of initializing the object (constructor takes care of it vs. a Factory method), but not as flexible in terms of what can be initialized.
Now think about it from a comprehensibility / readability standpoint. To understand the composition, one has a large number of functions that are composed programmatically inside another function. So there's little in terms of static code 'structure' (files and keywords and so forth) that makes the relatedness of Z and distance() jump out. In the OO world, you have a great big flashing red light telling you the hierarchy. Additionally, you have an essentially universal vocabulary to discuss structure, widely known graphical notations, a natural hierarchy (at least for single inheritance), etc.
Now, on the other hand, a well-named and constructed Factory method will often make explicit more of the sometimes-obscure relationships between state and behavior, since a compositional mindset facilitates functional code (that is, code that passes state via parameters, not via this ).
In a professional environment with experienced developers, the flexibility of composition generally trumps its more abstract nature. However, one should never discount the importance of comprehensibility, especially in teams that have varying degrees of experience and/or high levels of turnover.
Inheritance is an implementation decision. Interfaces almost always represent a better design, and should usually be used in an external API.
Why write a lot of boilerplate code forwarding method calls to a composed member object when the compiler will do it for you with inheritance?
This answer to another question summarises my thinking pretty well.
Does anyone else remember all of the OO-purists going ballistic over the COM implementation of "containment" instead of "inheritance?" It achieved essentially the same thing, but with a different kind of implementation. This reminds me of your question.
I strictly try to avoid religious wars in software development. ("vi" OR "emacs" ... when everybody knows its "vi"!) I think they are a sign of small minds. Comp Sci Professors can afford to sit around and debate these things. I'm working in the real world and could care less. All of this stuff are simply attempts at giving useful solutions to real problems. If they work, people will use them. The fact that OO languages and tools have been commercially available on a wide scale for going on 20 years is a pretty good bet that they are useful to a lot of people.
There are a lot of features in a programming language that are not really needed. But they are there for a variety of reasons that all basically boil down to reusability and maintainability.
All a business cares about is producing (quality of course) cheaply and quickly.
As a developer you help do this is by becoming more efficient and productive. So you need to make sure the code you write is easily reusable and maintainable.
And, among other things, this is what inheritance gives you - the ability to reuse without reinventing the wheel, as well as the ability to easily maintain your base object without having to perform maintenance on all similar objects.
There's lots of useful usages of inheritance, and probably just as many which are less useful. One of the useful ones is the stream class.
You have a method that should be able stream data. By using the stream base class as input to the method you ensure that your method can be used to write to many kinds of streams without change. To the file system, over the network, with compression, etc.
No.
for me, OOP is mostly about encapsulation of state and behavior and polymorphism.
and that is. but if you want static type checking, you'll need some way to group different types, so the compiler can check while still allowing you to use new types in place of another, related type. creating a hierarchy of types lets you use the same concept (classes) for types and for groups of types, so it's the most widely used form.
but there are other ways, i think the most general would be duck typing, and closely related, prototype-based OOP (which isn't inheritance in fact, but it's usually called prototype-based inheritance).
Depends on your definition of "needed". No, there is nothing that is impossible to do without inheritance, although the alternative may require more verbose code, or a major rewrite of your application.
But there are definitely cases where inheritance is useful. As you say, composition plus interfaces together cover almost all cases, but what if I want to supply a default behavior? An interface can't do that. A base class can. Sometimes, what you want to do is really just override individual methods. Not reimplement the class from scratch (as with an interface), but just change one aspect of it. or you may not want all members of the class to be overridable. Perhaps you have only one or two member methods you want the user to override, and the rest, which calls these (and performs validation and other important tasks before and after the user-overridden methods) are specified once and for all in the base class, and can not be overridden.
Inheritance is often used as a crutch by people who are too obsessed with Java's narrow definition of (and obsession with) OOP though, and in most cases I agree, it's the wrong solution, as if the deeper your class hierarchy, the better your software.
Inheritance is a good thing when the subclass really is the same kind of object as the superclass. E.g. if you're implementing the Active Record pattern, you're attempting to map a class to a table in the database, and instances of the class to a row in the database. Consequently, it is highly likely that your Active Record classes will share a common interface and implementation of methods like: what is the primary key, whether the current instance is persisted, saving the current instance, validating the current instance, executing callbacks upon validation and/or saving, deleting the current instance, running a SQL query, returning the name of the table that the class maps to, etc.
It also seems from how you phrase your question that you're assuming that inheritance is single but not multiple. If we need multiple inheritance, then we have to use interfaces plus composition to pull off the job. To put a fine point about it, Java assumes that implementation inheritance is singular and interface inheritance can be multiple. One need not go this route. E.g. C++ and Ruby permit multiple inheritance for your implementation and your interface. That said, one should use multiple inheritance with caution (i.e. keep your abstract classes virtual and/or stateless).
That said, as you note, there are too many real-life class hierarchies where the subclasses inherit from the superclass out of convenience rather than bearing a true is-a relationship. So it's unsurprising that a change in the superclass will have side-effects on the subclasses.
Not needed, but usefull.
Each language has got its own methods to write less code. OOP sometimes gets convoluted, but I think that is the responsability of the developers, the OOP platform is usefull and sharp when it is well used.
I agree with everyone else about the necessary/useful distinction.
The reason I like OOP is because it lets me write code that's cleaner and more logically organized. One of the biggest benefits comes from the ability to "factor-up" logic that's common to a number of classes. I could give you concrete examples where OOP has seriously reduced the complexity of my code, but that would be boring for you.
Suffice it to say, I heart OOP.
Absolutely needed? no,
But think of lamps. You can create a new lamp from scratch each time you make one, or you can take properties from the original lamp and make all sorts of new styles of lamp that have the same properties as the original, each with their own style.
Or you can make a new lamp from scratch or tell people to look at it a certain way to see the light, or , or, or
Not required, but nice :)
Thanks to all for your answers. I maintain my position that, strictly speaking, inheritance isn't needed, though I believe I found a new appreciation for this feature.
Something else: In my job experience, I have found inheritance leads to simpler, clearer designs when it's brought in late in the project, after it's noticed a lot of the classes have much commonality and you create a base class. In projects where a grand-schema was created from the very beginning, with a lot of classes in an inheritance hierarchy, refactoring is usually painful and dificult.
Seeing some answers mentioning something similar makes me wonder if this might not be exactly how inheritance's supposed to be used: ex post facto. Reminds me of Stepanov's quote: "you don't start with axioms, you end up with axioms after you have a bunch of related proofs". He's a mathematician, so he ought to know something.
The biggest problem with interfaces is that they cannot be changed. Make an interface public, then change it (add a new method to it) and break million applications all around the world, because they have implemented your interface, but not the new method. The app may not even start, a VM may refuse to load it.
Use a base class (not abstract) other programmers can inherit from (and override methods as needed); then add a method to it. Every app using your class will still work, this method just won't be overridden by anyone, but since you provide a base implementation, this one will be used and it may work just fine for all subclasses of your class... it may also cause strange behavior because sometimes overriding it would have been necessary, okay, might be the case, but at least all those million apps in the world will still start up!
I rather have my Java application still running after updating the JDK from 1.6 to 1.7 with some minor bugs (that can be fixed over time) than not having it running it at all (forcing an immediate fix or it will be useless to people).
//I found this QA very useful. Many have answered this right. But i wanted to add...
1: Ability to define abstract interface - E.g., for plugin developers. Of course, you can use function pointers, but this is better and simpler.
2: Inheritance helps model types very close to their actual relationships. Sometimes a lot of errors get caught at compile time, because you have the right type hierarchy. For instance, shape <-- triangle (lets say there is a lot of code to be reused). You might want to compose triangle with a shape object, but shape is an incomplete type. Inserting dummy implementations like double getArea() {return -1;} will do, but you are opening up room for error. That return -1 can get executed some day!
3: void func(B* b); ... func(new D()); Implicit type conversion gives a great notational convenience since Derived is Base. I remember having read Straustrup saying that he wanted to make classes first class citizens just like fundamental data types (hence overloading operators etc). Implicit conversion from Derived to Base, behaves just like an implicit conversion from a data type to broader compatible one (short to int).
Inheritance and Composition have their own pros and cons.
Refer to this related SE question on pros of inheritance and cons of composition.
Prefer composition over inheritance?
Have a look at the example in this documentation link:
The example shows different use cases of overriding by using inheritance as a mean to achieve polymorphism.
In the following, inheritance is used to present a particular property for all of several specific incarnations of the same type thing. In this case, the GeneralPresenation has a properties that are relevant to all "presentation" (the data passed to an MVC view). The Master Page is the only thing using it and expects a GeneralPresentation, though the specific views expect more info, tailored to their needs.
public abstract class GeneralPresentation
{
public GeneralPresentation()
{
MenuPages = new List<Page>();
}
public IEnumerable<Page> MenuPages { get; set; }
public string Title { get; set; }
}
public class IndexPresentation : GeneralPresentation
{
public IndexPresentation() { IndexPage = new Page(); }
public Page IndexPage { get; set; }
}
public class InsertPresentation : GeneralPresentation
{
public InsertPresentation() {
InsertPage = new Page();
ValidationInfo = new PageValidationInfo();
}
public PageValidationInfo ValidationInfo { get; set; }
public Page InsertPage { get; set; }
}

Is a function an example of encapsulation?

By putting functionality into a function, does that alone constitute an example of encapsulation or do you need to use objects to have encapsulation?
I'm trying to understand the concept of encapsulation. What I thought was if I go from something like this:
n = n + 1
which is executed out in the wild as part of a big body of code and then I take that, and put it in a function such as this one, then I have encapsulated that addition logic in a method:
addOne(n)
n = n + 1
return n
Or is it more the case that it is only encapsulation if I am hiding the details of addOne from the outside world - like if it is an object method and I use an access modifier of private/protected?
I will be the first to disagree with what seems to be the answer trend. Yes, a function encapsulates some amount of implementation. You don't need an object (which I think you use to mean a class).
See Meyers too.
Perhaps you are confusing abstraction with encapsulation, which is understood in the broader context of object orientation.
Encapsulation properly includes all three of the following:
Abstraction
Implementation Hiding
Division of Responsibility
Abstraction is only one component of encapsulation. In your example you have abstracted the adding functionality from the main body of code in which it once resided. You do this by identifying some commonality in the code - recognizing a concept (addition) over a specific case (adding the number one to the variable n). Because of this ability, abstraction makes an encapsulated component - a method or an object - reusable.
Equally important to the notion of encapsulation is the idea of implementation hiding. This is why encapsulation is discussed in the arena of object orientation. Implementation hiding protects an object from its users and vice versa. In OO, you do this by presenting an interface of public methods to the users of your object, while the implementation of the object takes place inside private methods.
This serves two benefits. First, by limiting access to your object, you avoid a situation where users of the object can leave the object in an invalid state. Second, from the user's perspective, when they use your object they are only loosely coupled to it - if you change your implementation later on, they are not impacted.
Finally, division of responsility - in the broader context of an OO design - is something that must be considered to address encapsulation properly. It's no use encapsulating a random collection of functions - responsibility needs to be cleanly and logically defined so that there is as little overlap or ambiguity as possible. For example, if we have a Toilet object we will want to wall off its domain of responsibilities from our Kitchen object.
In a limited sense, though, you are correct that a function, let's say, 'modularizes' some functionality by abstracting it. But, as I've said, 'encapsulation' as a term is understood in the broader context of object orientation to apply to a form of modularization that meets the three criteria listed above.
Sure it is.
For example, a method that operates only on its parameters would be considered "better encapsulated" than a method that operates on global static data.
Encapsulation has been around long before OOP :)
A method is no more an example of encapsulation than a car is an example of good driving. Encapsulation isn't about the synax, it is a logical design issue. Both objects and methods can exhibit good and bad encapsulation.
The simplest way to think about it is whether the code hides/abstracts the details from other parts of the code that don't have a need to know/care about the implementation.
Going back to the car example:
Automatic transmission offers good encapsulation: As a driver you care about forward/back and speed.
Manual Transmission is bad encapsulation: From the driver's perspective the specific gear required for low/high speeds is generally irrelevant to the intent of the driver.
No, objects aren't required for encapsulation. In the very broadest sense, "encapsulation" just means "hiding the details from view" and in that regard a method is encapsulating its implementation details.
That doesn't really mean you can go out and say your code is well-designed just because you divided it up into methods, though. A program consisting of 500 public methods isn't much better than that same program implemented in one 1000-line method.
In building a program, regardless of whether you're using object oriented techniques or not, you need to think about encapsulation at many different places: hiding the implementation details of a method, hiding data from code that doesn't need to know about it, simplifying interfaces to modules, etc.
Update: To answer your updated question, both "putting code in a method" and "using an access modifier" are different ways of encapsulating logic, but each one acts at a different level.
Putting code in a method hides the individual lines of code that make up that method so that callers don't need to care about what those lines are; they only worry about the signature of the method.
Flagging a method on a class as (say) "private" hides that method so that a consumer of the class doesn't need to worry about it; they only worry about the public methods (or properties) of your class.
The abstract concept of encapsulation means that you hide implementation details. Object-orientation is but one example of the use of ecnapsulation. Another example is the language called module-2 that uses (or used) implementation modules and definition modules. The definition modules hid the actual implementation and therefore provided encapsulation.
Encapsulation is used when you can consider something a black box. Objects are a black box. You know the methods they provide, but not how they are implemented.
[EDIT]
As for the example in the updated question: it depends on how narrow or broad you define encapsulation. Your AddOne example does not hide anything I believe. It would be information hiding/encapsulation if your variable would be an array index and you would call your method moveNext and maybe have another function setValue and getValue. This would allow people (together maybe with some other functions) to navigate your structure and setting and getting variables with them being aware of you using an array. If you programming language would support other or richer concepts you could change the implementation of moveNext, setValue and getValue with changing the meaning and the interface. To me that is encapsulation.
It's a component-level thing
Check this out:
In computer science, Encapsulation is the hiding of the internal mechanisms and data structures of a software component behind a defined interface, in such a way that users of the component (other pieces of software) only need to know what the component does, and cannot make themselves dependent on the details of how it does it. The purpose is to achieve potential for change: the internal mechanisms of the component can be improved without impact on other components, or the component can be replaced with a different one that supports the same public interface.
(I don't quite understand your question, let me know if that link doesn't cover your doubts)
Let's simplify this somewhat with an analogy: you turn the key of your car and it starts up. You know that there's more to it than just the key, but you don't have to know what is going on in there. To you, key turn = motor start. The interface of the key (that is, e.g., the function call) hides the implementation of the starter motor spinning the engine, etc... (the implementation). That's encapsulation. You're spared from having to know what's going on under the hood, and you're happy for it.
If you created an artificial hand, say, to turn the key for you, that's not encapsulation. You're turning the key with additional middleman cruft without hiding anything. That's what your example reminds me of - it's not encapsulating implementation details, even though both are accomplished through function calls. In this example, anyone picking up your code will not thank you for it. They will, in fact, be more likely to club you with your artificial hand.
Any method you can think of to hide information (classes, functions, dynamic libraries, macros) can be used for encapsulation.
Encapsulation is a process in which attributes(data member) and behavior(member function) of a objects in combined together as a single entity refer as class.
The Reference Model of Open Distributed Processing - written by the International Organisation for Standardization - defines the following concepts:
Entity: Any concrete or abstract thing of interest.
Object: A model of an entity. An object is characterised by its behaviour and, dually, by its state.
Behaviour (of an object): A collection of actions with a set of constraints on when they may occur.
Interface: An abstraction of the behaviour of an object that consists of a subset of the interactions of that object together with a set of constraints on when they may occur.
Encapsulation: the property that the information contained in an object is accessible only through interactions at the interfaces supported by the object.
These, you will appreciate, are quite broad. Let us see, however, whether putting functionality within a function can logically be considered to constitute towards encapsulation in these terms.
Firstly, a function is clearly a model of a, 'Thing of interest,' in that it represents an algorithm you (presumably) desire executed and that algorithm pertains to some problem you are trying to solve (and thus is a model of it).
Does a function have behaviour? It certainly does: it contains a collection of actions (which could be any number of executable statements) that are executed under the constraint that the function must be called from somewhere before it can execute. A function may not spontaneously be called at any time, without causal factor. Sounds like legalese? You betcha. But let's plough on, nonetheless.
Does a function have an interface? It certainly does: it has a name and a collection of formal parameters, which in turn map to the executable statements contained in the function in that, once a function is called, the name and parameter list are understood to uniquely identify the collection of executable statements to be run without the calling party's specifying those actual statements.
Does a function have the property that the information contained in the function is accessible only through interactions at the interfaces supported by the object? Hmm, well, it can.
As some information is accessible via its interface, some information must be hidden and inaccessible within the function. (The property such information exhibits is called information hiding, which Parnas defined by arguing that modules should be designed to hide both difficult decisions and decisions that are likely to change.) So what information is hidden within a function?
To see this, we should first consider scale. It's easy to claim that, for example, Java classes can be encapsulated within a package: some of the classes will be public (and hence be the package's interface) and some will be package-private (and hence information-hidden within the package). In encapsulation theory, the classes form nodes and the packages form encapsulated regions, with the entirety forming an encapsulated graph; the graph of classes and packages is called the third graph.
It's also easy to claim that functions (or methods) themselves are encapsulated within classes. Again, some functions will be public (and hence be part of the class's interface) and some will be private (and hence information-hidden within the class). The graph of functions and classes is called the second graph.
Now we come to functions. If functions are to be a means of encapsulation themselves they they should contain some information public to other functions and some information that's information-hidden within the function. What could this information be?
One candidate is given to us by McCabe. In his landmark paper on cyclomatic complexity, Thomas McCabe describes source code where, 'Each node in the graph corresponds to a block of code in the program where the flow is sequential and the arcs correspond to branches taken in the program.'
Let us take the McCabian block of sequential execution as the unit of information that may be encapsulated within a function. As the first block within the function is always the first and only guaranteed block to be executed, we can consider the first block to be public, in that it may be called by other functions. All the other blocks within the function, however, cannot be called by other functions (except in languages that allow jumping into functions mid-flow) and so these blocks may be considered information-hidden within the function.
Taking these (perhaps slightly tenuous) definitions, then we may say yes: putting functionality within a function does constitute to encapsulation. The encapsulation of blocks within functions is the first graph.
There is a caveate, however. Would you consider a package whose every class was public to be encapsulated? According to the definitions above, it does pass the test, as you can say that the interface to the package (i.e., all the public classes) do indeed offer a subset of the package's behaviour to other packages. But the subset in this case is the entire package's behaviour, as no classes are information-hidden. So despite regorously satisfying the above definitions, we feel that it does not satisfy the spirit of the definitions, as surely something must be information-hidden for true encapsulation to be claimed.
The same is true for the exampe you give. We can certainly consider n = n + 1 to be a single McCabian block, as it (and the return statement) are a single, sequential flow of executions. But the function into which you put this thus contains only one block, and that block is the only public block of the function, and therefore there are no information-hidden blocks within your proposed function. So it may satisfy the definition of encapsulation, but I would say that it does not satisfy the spirit.
All this, of course, is academic unless you can prove a benefit such encapsulation.
There are two forces that motivate encapsulation: the semantic and the logical.
Semantic encapsulation merely means encapsulation based on the meaning of the nodes (to use the general term) encapsulated. So if I tell you that I have two packages, one called, 'animal,' and one called 'mineral,' and then give you three classes Dog, Cat and Goat and ask into which packages these classes should be encapsulated, then, given no other information, you would be perfectly right to claim that the semantics of the system would suggest that the three classes be encapsulated within the, 'animal,' package, rather than the, 'mineral.'
The other motivation for encapsulation, however, is logic.
The configuration of a system is the precise and exhaustive identification of each node of the system and the encapsulated region in which it resides; a particular configuration of a Java system is - at the third graph - to identify all the classes of the system and specify the package in which each class resides.
To logically encapsulate a system means to identify some mathematical property of the system that depends on its configuration and then to configure that system so that the property is mathematically minimised.
Encapsulation theory proposes that all encapsulated graphs express a maximum potential number of edges (MPE). In a Java system of classes and packages, for example, the MPE is the maximum potential number of source code dependencies that can exist between all the classes of that system. Two classes within the same package cannot be information-hidden from one another and so both may potentially form depdencies on one another. Two package-private classes in separate packages, however, may not form dependencies on one another.
Encapsulation theory tells us how many packages we should have for a given number of classes so that the MPE is minimised. This can be useful because the weak form of the Principle of Burden states that the maximum potential burden of transforming a collection of entities is a function of the maximum potential number of entities transformed - in other words, the more potential source code dependencies you have between your classes, the greater the potential cost of doing any particular update. Minimising the MPE thus minimises the maximum potential cost of updates.
Given n classes and a requirement of p public classes per package, encapsulation theory shows that the number of packages, r, we should have to minimise the MPE is given by the equation: r = sqrt(n/p).
This also applies to the number of functions you should have, given the total number, n, of McCabian blocks in your system. Functions always have just one public block, as we mentioned above, and so the equation for the number of functions, r, to have in your system simplifies to: r = sqrt(n).
Admittedly, few considered the total number of blocks in their system when practicing encapsulation, but it's readily done at the class/package level. And besides, minimising MPE is almost entirely entuitive: it's done by minimising the number of public classes and trying to uniformly distribute classes over packages (or at least avoid have most packages with, say, 30 classes, and one monster pacakge with 500 classes, in which case the internal MPE of the latter can easily overwhelm the MPE of all the others).
Encapsulation thus involves striking a balance between the semantic and the logical.
All great fun.
in strict object-oriented terminology, one might be tempted to say no, a "mere" function is not sufficiently powerful to be called encapsulation...but in the real world the obvious answer is "yes, a function encapsulates some code".
for the OO purists who bristle at this blasphemy, consider a static anonymous class with no state and a single method; if the AddOne() function is not encapsulation, then neither is this class!
and just to be pedantic, encapsulation is a form of abstraction, not vice-versa. ;-)
It's not normally very meaningful to speak of encapsulation without reference to properties rather than solely methods -- you can put access controls on methods, certainly, but it's difficult to see how that's going to be other than nonsensical without any data scoped to the encapsulated method. Probably you could make some argument validating it, but I suspect it would be tortuous.
So no, you're most likely not using encapsulation just because you put a method in a class rather than having it as a global function.

How do you define a Single Responsibility?

I know about "class having a single reason to change". Now, what is that exactly? Are there some smells/signs that could tell that class does not have a single responsibility? Or could the real answer hide in YAGNI and only refactor to a single responsibility the first time your class changes?
The Single Responsibility Principle
There are many obvious cases, e.g. CoffeeAndSoupFactory. Coffee and soup in the same appliance can lead to quite distasteful results. In this example, the appliance might be broken into a HotWaterGenerator and some kind of Stirrer. Then a new CoffeeFactory and SoupFactory can be built from those components and any accidental mixing can be avoided.
Among the more subtle cases, the tension between data access objects (DAOs) and data transfer objects (DTOs) is very common. DAOs talk to the database, DTOs are serializable for transfer between processes and machines. Usually DAOs need a reference to your database framework, therefore they are unusable on your rich clients which neither have the database drivers installed nor have the necessary privileges to access the DB.
Code Smells
The methods in a class start to be grouped by areas of functionality ("these are the Coffee methods and these are the Soup methods").
Implementing many interfaces.
Write a brief, but accurate description of what the class does.
If the description contains the word "and" then it needs to be split.
Well, this principle is to be used with some salt... to avoid class explosion.
A single responsibility does not translate to single method classes. It means a single reason for existence... a service that the object provides for its clients.
A nice way to stay on the road... Use the object as person metaphor... If the object were a person, who would I ask to do this? Assign that responsibility to the corresponding class. However you wouldn't ask the same person to do your manage files, compute salaries, issue paychecks, and verify financial records... Why would you want a single object to do all these? (it's okay if a class takes on multiple responsibilities as long as they are all related and coherent.)
If you employ a CRC card, it's a nice subtle guideline. If you're having trouble getting all the responsibilities of that object on a CRC card, it's probably doing too much... a max of 7 would do as a good marker.
Another code smell from the refactoring book would be HUGE classes. Shotgun surgery would be another... making a change to one area in a class causes bugs in unrelated areas of the same class...
Finding that you are making changes to the same class for unrelated bug-fixes again and again is another indication that the class is doing too much.
A simple and practical method to check single responsibility (not only classes but also method of classes) is the name choice. When you design a class, if you easily find a name for the class that specify exactly what it defines, you're in the right way.
A difficulty to choose a name is near always a symptom of bad design.
the methods in your class should be cohesive...they should work together and make use of the same data structures internally. If you find you have too many methods that don't seem entirely well related, or seem to operate on different things, then quite likely you don't have a good single responsibility.
Often it's hard to initially find responsibilities, and sometimes you need to use the class in several different contexts and then refactor the class into two classes as you start to see the distinctions. Sometimes you find that it's because you are mixing an abstract and concrete concept together. They tend to be harder to see, and, again, use in different contexts will help clarify.
The obvious sign is when your class ends up looking like a Big Ball of Mud, which is really the opposite of SRP (single responsibility principle).
Basically, all the object's services should be focused on carrying out a single responsibility, meaning every time your class changes and adds a service which does not respect that, you know you're "deviating" from the "right" path ;)
The cause is usually due to some quick fixes hastily added to the class to repair some defects. So the reason why you are changing the class is usually the best criteria to detect if you are about to break the SRP.
Martin's Agile Principles, Patterns, and Practices in C# helped me a lot to grasp SRP. He defines SRP as:
A class should have only one reason to change.
So what is driving change?
Martin's answer is:
[...] each responsibility is an axis of change. (p. 116)
and further:
In the context of the SRP, we define a responsibility to be a reason for change. If you can think of more than one motive for changing a class, that class has more than one responsibility (p. 117)
In fact SRP is encapsulating change. If change happens, it should just have a local impact.
Where is YAGNI?
YAGNI can be nicely combined with SRP: When you apply YAGNI, you wait until some change is actually happening. If this happens you should be able to clearly see the responsibilities which are inferred from the reason(s) for change.
This also means that responsibilities can evolve with each new requirement and change. Thinking further SRP and YAGNI will provide you the means to think in flexible designs and architectures.
Perhaps a little more technical than other smells:
If you find you need several "friend" classes or functions, that's usually a good smell of bad SRP - because the required functionality is not actually exposed publically by your class.
If you end up with an excessively "deep" hierarchy (a long list of derived classes until you get to leaf classes) or "broad" hierarchy (many, many classes derived shallowly from a single parent class). It's usually a sign that the parent class does either too much or too little. Doing nothing is the limit of that, and yes, I have seen that in practice, with an "empty" parent class definition just to group together a bunch of unrelated classes in a single hierarchy.
I also find that refactoring to single responsibility is hard. By the time you finally get around to it, the different responsibilities of the class will have become entwined in the client code making it hard to factor one thing out without breaking the other thing. I'd rather err on the side of "too little" than "too much" myself.
Here are some things that help me figure out if my class is violating SRP:
Fill out the XML doc comments on a class. If you use words like if, and, but, except, when, etc., your classes probably is doing too much.
If your class is a domain service, it should have a verb in the name. Many times you have classes like "OrderService", which should probably be broken up into "GetOrderService", "SaveOrderService", "SubmitOrderService", etc.
If you end up with MethodA that uses MemberA and MethodB that uses MemberB and it is not part of some concurrency or versioning scheme, you might be violating SRP.
If you notice that you have a class that just delegates calls to a lot of other classes, you might be stuck in proxy class hell. This is especially true if you end up instantiating the proxy class everywhere when you could just use the specific classes directly. I have seen a lot of this. Think ProgramNameBL and ProgramNameDAL classes as a substitute for using a Repository pattern.
I've also been trying to get my head around the SOLID principles of OOD, specifically the single responsibility principle, aka SRP (as a side note the podcast with Jeff Atwood, Joel Spolsky and "Uncle Bob" is worth a listen). The big question for me is: What problems is SOLID trying to address?
OOP is all about modeling. The main purpose of modeling is to present a problem in a way that allows us to understand it and solve it. Modeling forces us to focus on the important details. At the same time we can use encapsulation to hide the "unimportant" details so that we only have to deal with them when absolutely necessary.
I guess you should ask yourself: What problem is your class trying to solve? Has the important information you need to solve this problem risen to the surface? Are the unimportant details tucked away so that you only have to think about them when absolutely necessary?
Thinking about these things results in programs that are easier to understand, maintain and extend. I think this is at the heart of OOD and the SOLID principles, including SRP.
Another rule of thumb I'd like to throw in is the following:
If you feel the need to either write some sort of cartesian product of cases in your test cases, or if you want to mock certain private methods of the class, Single Responsibility is violated.
I recently had this in the following way:
I had a cetain abstract syntax tree of a coroutine which will be generated into C later. For now, think of the nodes as Sequence, Iteration and Action. Sequence chains two coroutines, Iteration repeats a coroutine until a userdefined condition is true and Action performs a certain userdefined action. Furthermore, it is possible to annotate Actions and Iterations with codeblocks, which define the actions and conditions to evaluate as the coroutine walks ahead.
It was necessary to apply a certain transformation to all of these code blocks (for those interested: I needed to replace the conceptual user variables with actual implementation variables in order to prevent variable clashes. Those who know lisp macros can think of gensym in action :) ). Thus, the simplest thing that would work was a visitor which knows the operation internally and just calls them on the annotated code block of the Action and Iteration on visit and traverses all the syntax tree nodes. However, in this case, I'd have had to duplicate the assertion "transformation is applied" in my testcode for the visitAction-Method and the visitIteration-Method. In other words, I had to check the product test cases of the responsibilities Traversion (== {traverse iteration, traverse action, traverse sequence}) x Transformation (well, codeblock transformed, which blew up into iteration transformed and action transformed). Thus, I was tempted to use powermock to remove the transformation-Method and replace it with some 'return "I was transformed!";'-Stub.
However, according to the rule of thumb, I split the class into a class TreeModifier which contains a NodeModifier-instance, which provides methods modifyIteration, modifySequence, modifyCodeblock and so on. Thus, I could easily test the responsibility of traversing, calling the NodeModifier and reconstructing the tree and test the actual modification of the code blocks separately, thus removing the need for the product tests, because the responsibilities were separated now (into traversing and reconstructing and the concrete modification).
It also is interesting to notice that later on, I could heavily reuse the TreeModifier in various other transformations. :)
If you're finding troubles extending the functionality of the class without being afraid that you might end up breaking something else, or you cannot use class without modifying tons of its options which modify its behavior smells like your class doing too much.
Once I was working with the legacy class which had method "ZipAndClean", which was obviously zipping and cleaning specified folder...