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I am quite confused with the Single Responsibility Principle. The Principle states that there should only be one reason for the class to change.
The problem which I am facing is, any change to a method or any logic change in doing things would change the class. For example, consider the following class:
class Person{
public void eat(){ };
public void walk(){ };
public void breathe(){ };
public void run(){ };
public void driveCar(Car car){ };
}
Uncle Bob describes it as there should ONLY be a single person/Actor responsible for the change. I have the following two questions:
For the above class who is the actor/Person who can be responsible for change?
Wouldn't any change in the logic of eating, breathing or walking change the class Person? So doesn't that mean that every method is a reason to change as it's logic to doing things might change?
What is a reason to change
For the above class who is the actor/Person who can be responsible for the change?
An Actor is a user (including clients, stakeholders, developers, organizations) or an external system. We can argue if people are systems, yet that is not here nor there.
See also: Use case.
Wouldn't any change in the logic of eating, breathing or walking change the class Person? So doesn't that mean that every method is a reason to change as its logic to doing things might change?
No, a method is not a reason to change. A method is something that can change... but why would it? What would trigger the developer to change it?
Part of the single responsibility principle is that code should interact at most with one external system. Remember that not all actors are external systems, however, some are. I think most people will find this part of the SRP easy to understand because interaction with an external system is something we can see in the code.
However, that is not enough. For example, if your code has to compute taxes, you can hardcode the tax rate in your code. That way, it is not interacting with any external system (it is just using a constant). However, one tax reform later, the government has been revealed as a reason to change your code.
Something you should be able to do is interchange external systems (perhaps with some additional coding effort). For example, changing from one database engine to another. However, we do not want one of these changes to translate into a total rewrite of the code. Changes should not propagate, and making a change should not break something else. To ensure that, we want all the code that deals with the database engine (in this example) to be isolated.
Things that change for the same reasons should be grouped together, things that change for different reasons should be separated.
-- Robert C Martin
We can do something similar with the government example above. We probably do not want the software reading the minute of the congress, instead, we can have it reading a configuration file. Now the external system is the file system, and there would be code to interact with it, and that code should not interact with anything else.
How do we identify those reasons to change?
Your code is defined by a set of requirements. Some are functional, others not. If any of those requirements change, your code has to change. A reason to change requirements is a reason to change your code.
Note: It is possible that you do not have all your requirement documented, however, an undocumented requirement is still a requirement.
Then, you need to know from where do those requirements come from. Who or what could change them? Those are your reasons for change. It could be a change in the politics of the company, it could be a feature we are adding, it could be a new law, it could be that we are migrating to a different database engine, or different operating system, translating to another language, adapting to another country, etc.
Some of those things are externals systems with which your code interacts (e.g. the database engine), some are not (the politics of the company).
What to do with responsibilities
You want to isolate them. So you will have code that interacts with the database, and nothing else. And you will have code that implements business rules, and nothing else. And so on.
Realize that even though the implementation of each part of your code will depend on something external, their interface does not have to. Thus, define interfaces and inject dependencies, so that you can change the implementation of each part without having to change the others… that is, the implementation of parts of your code should not be a reason to change the implementation of other parts of your code.
Note: No part of your code should have multiple responsibilities. Have parts of your code deal with each responsibility, and have part of your code with the responsibility of bringing other parts together. Similarly, if a part of your code has no responsibility… there is no reason to keep it. Thus, every part of your code should have exactly one responsibility.
For your code, ask yourself, what are the requirements of the Person class. are they complete? From where do they come from? Why would they change?
Recommended viewing
For a more authoritative explanation of the single responsibility principle, see Robert C Martin - The Single Responsibility Principle (51 minutes, 8 seconds, English language) at the Norwegian Developers Conference, 2015.
Interesting question. The quote from "Uncle Bob" Martin is:
A class should have one, and only one, reason to change.
One could interpret this as saying that your Person class has five reasons to change: you might want to change the eat method, or change the walk method, or the breathe method, or the run method, or the driveTheCar method. But this is too narrow, and doesn't really capture what Martin meant by a "reason to change".
A reason to change a class means a human programmer's motivation for changing it. You would not change the eat method simply because you were motivated to change the eat method; you would change it to achieve some goal regarding a desired behaviour of your program.
If the Person class models a person for some sort of simulation, then your motivation for changing it would be that you want "to change how people's actions are modelled in the simulation". Every change you make to the class would be motivated by that reason, whether you changed one method or more than one; so the Person class has only one "reason" to change, fulfilling the SRP.
If the Person class had some other methods such as for drawing the person on the screen, then you might also want "to change the graphical appearance of your simulated people". This would be a completely different motivation than the motivation to change the way your simulation models people's actions, so the class would have two responsibilities, violating SRP.
I'm wondering whether an object asking a question to another object that indirectly holds it is "bad" design. For example...
Requirements:
Character (an object) moves on a grid. When it tries to move to another spot, it needs to know whether that spot is already occupied by something that blocks it, or if that part of the grid is completely inaccessible. (Note that the character itself needs to know).
In the application, a state holds a tilemanager and a charactermanager. The tilemanager knows what tiles are accessible and which aren't. The charactermanager knows the characters' tile locations.
Would it be reasonable for the character to call a function from the state, say AuthorizeMovement, which determines whether movement is possible via its TileManager and CharacterManager, and returns true if so, false if not?
Is this violating any important principles, leading to trouble down the road?
Obviously this is generalized and stripped down to what is necessary to understand the problem.
I'd suggest that it is likely a bad design, yes. The "red flag," so to speak, is the circular reference. You said:
... an object asking a question to another object that indirectly holds it
So, the "holding" object has a reference to the "held" object, and also in order to "ask a question" the "held" object will need a reference to the "holding" object.
That's makes a circular object dependency graph and is often a code smell.
It would seem some other class should have the responsibility of knowing about both the character and the TileManager and/or CharacterManager.
I don't see a problem. Good OO Design comes with many principles. But at its core you have the big 4: Encapsulation, Inheritance, Polymorphism, and Abstraction. In addition, you want high cohesion and low coupling. Meaning your objects/classes can fit anywhere and aren't tied to a particular implementation or class.
With that said, it sounds like you have used the above to encapsulated movement and characters abstract them into separate classes. So your Character class isn't modifying the board directly, which would be bad if it were.
As you gain a deeper understanding of your problem, you can always refactor you code to improve your design to take advantage of other principles.
It's not against any OOP principle. The details of the call are totally abstracted and you depend on the State object anyway. How on earth else would you possibly implement this function?
Abstraction and principles are useful tools. But you shouldn't depend on them to qualify your code as good. Not every abstraction or every principle is good for every scenario or every possible implementation. They're guidelines, not rules. If you can't quickly see an alternative implementation, use this one and then come back to it.
In the SRP, a 'responsibility' is usually described as 'a reason to change', so that each class (or object?) should have only one reason someone should have to go in there and change it.
But if you take this to the extreme fine-grain you could say that an object adding two numbers together is a responsibility and a possible reason to change. Therefore the object should contain no other logic, because it would produce another reason for change.
I'm curious if there is anyone out there that has any strategies for 'scoping', the single-responsibility principle that's slightly less objective?
it comes down to the context of what you are modeling. I've done some extensive writing and presenting on the SOLID principles and I specifically address your question in my discussions of Single Responsibility.
The following first appeared in the Jan/Feb 2010 issue of Code Magazine, and is available online at "S.O.L.I.D. Software Development, One Step at a Time"
The Single Responsibility Principle
says that a class should have one, and
only one, reason to change.
This may seem counter-intuitive at
first. Wouldn’t it be easier to say
that a class should only have one
reason to exist? Actually, no-one
reason to exist could very easily be
taken to an extreme that would cause
more harm than good. If you take it to
that extreme and build classes that
have one reason to exist, you may end
up with only one method per class.
This would cause a large sprawl of
classes for even the most simple of
processes, causing the system to be
difficult to understand and difficult
to change.
The reason that a class should have
one reason to change, instead of one
reason to exist, is the business
context in which you are building the
system. Even if two concepts are
logically different, the business
context in which they are needed may
necessitate them becoming one and the
same. The key point of deciding when a
class should change is not based on a
purely logical separation of concepts,
but rather the business’s perception
of the concept. When the business
perception and context has changed,
then you have a reason to change the
class. To understand what
responsibilities a single class should
have, you need to first understand
what concept should be encapsulated by
that class and where you expect the
implementation details of that concept
to change.
Consider an engine in a car, for
example. Do you care about the inner
working of the engine? Do you care
that you have a specific size of
piston, camshaft, fuel injector, etc?
Or, do you only care that the engine
operates as expected when you get in
the car? The answer, of course,
depends entirely on the context in
which you need to use the engine.
If you are a mechanic working in an
auto shop, you probably care about the
inner workings of the engine. You need
to know the specific model, the
various part sizes, and other
specifications of the engine. If you
don’t have this information available,
you likely cannot service the engine
appropriately. However, if you are an
average everyday person that only
needs transportation from point A to
point B, you will likely not need that
level of information. The notion of
the individual pistons, spark plugs,
pulleys, belts, etc., is almost
meaningless to you. You only care that
the car you are driving has an engine
and that it performs correctly.
The engine example drives straight to
the heart of the Single Responsibility
Principle. The contexts of driving the
car vs. servicing the engine provide
two different notions of what should
and should not be a single concept-a
reason for change. In the context of
servicing the engine, every individual
part needs to be separate. You need to
code them as single classes and ensure
they are all up to their individual
specifications. In the context of
driving a car, though, the engine is a
single concept that does not need to
be broken down any further. You would
likely have a single class called
Engine, in this case. In either case,
the context has determined what the
appropriate separation of
responsibilities is.
I tend to think in term of "velocity of change" of the business requirements rather than "reason to change" .
The question is indeed how likely stuffs will change together, not whether they could change or not.
The difference is subtle, but helps me. Let's consider the example on wikipedia about the reporting engine:
if the likelihood that the content and the template of the report change at the same time is high, it can be one component because they are apparently related. (It can also be two)
but if the likelihood that the content change without the template is important, then it must be two components, because they are not related. (Would be dangerous to have one)
But I know that's a personal interpretation of the SRP.
Also, a second technique that I like is: "Describe your class in one sentence". It usually helps me to identify if there is a clear responsibility or not.
I don't see performing a task like adding two numbers together as a responsibility. Responsibilities come in different shapes and sizes but they certainly should be seen as something larger than performing a single function.
To understand this better, it is probably helpful to clearly differentiate between what a class is responsible for and what a method does. A method should "do only one thing" (e.g. add two numbers, though for most purposes '+' is a method that does that already) while a class should present a single clear "responsibility" to it's consumers. It's responsibility is at a much higher level than a method.
A class like Repository has a clear and singular responsibility. It has multiple methods like Save and Load, but a clear responsibility to provide persistence support for Person entities. A class may also co-ordinate and/or abstract the responsibilities of dependent classes, again presenting this as a single responsibility to other consuming classes.
The bottom line is if the application of SRP is leading to single-method classes who's whole purpose seems to be just to wrap the functionality of that method in a class then SRP is not being applied correctly.
A simple rule of thumb I use is that: the level or grainularity of responsibility should match the level or grainularity of the "entity" in question. Obviously the purpose of a method will always be more precise than that of a class, or service, or component.
A good strategiy for evaluating the level of responsibility can be to use an appropriate metaphor. If you can relate what you are doing to something that exists in the real world it can help give you another view of the problem you're trying to solve - including being able to identify appropriate levels of abstraction and responsibility.
#Derick bailey: nice explanation
Some additions: It is totally acceptable that application of SRP is contextual base.
The question still remains: are there any objective ways to define if a given class violates SRP ?
Some design contexts are quite obvious ( like the car example by Derick ) but otherwise contexts in which a class's behaviour has to defined remains fuzzy many-a-times.
For such cases, it might well be helpful if the fuzzy class behaviour is analysed by splitting it's responsibilities into different classes and then measuring the impact of new behavioural and structural relations that has emanated because of the split.
As soon the split is done, the reasons to keep the splitted responsibilities or to back-merge them into single responsibility becomes obvious at once.
I have applied this approach and which has lead good results for me.
But my search to look for 'objective ways of defining a class responsibility' still continues.
I respectful don't agree when Chris Nicola's above says that "a class should presents a single clear "responsibility" to it's consumers
I think SRP is about having a good design inside the class, not class' customers.
To me it's not very clear what a responsability is, and the prove is the number of questions that this concept arises.
"single reason to change"
or
"if the description contains the word
"and" then it needs to be split"
leads to the question: where is the limit? At the end, any class with 2 public methods has 2 reasons to change, isn't it?
For me, the true SRP leads to the Facade pattern, where you have a class that simply delegades the calls to other classes
For example:
class Modem
send()
receive()
Refactors to ==>
class ModemSender
class ModelReceiver
+
class Modem
send() -> ModemSender.send()
receive() -> ModemReceiver.receive()
Opinions are wellcome
I'll be as direct as I can concerning this problem, because there must be something I'm totally missing coming from a structured programming background.
Say I have a Player class. This Player class does things like changing its position in a game world. I call this method warp() which takes a Position class instance as a parameter to modify the internal position of the Player. This makes total sense to me in OO terms because I'm asking the player "to do" something.
The issue comes when I need to do other things in addition to just modifying the players position. For example, say I need to send that warp event to other players in an online game. Should that code also be within Player's warp() method? If not, then I would imagine declaring some kind of secondary method within say the Server class like warpPlayer(player, position). Doing this seems to reduce everything a player does to itself as a series of getters and setters, or am I just wrong here? Is this something that's totally normal? I've read countless times that a class that exposes everything as a series of getters/setters indicates a pretty poor abstraction (being used as a data structure instead of a class).
The same problem comes when you need to persist data, saving it to a file. Since "saving" a player to a file is at a different level of abstraction than the Player class, does it make sense to have a save() method within the player class? If not, declaring it externally like savePlayer(player) means that the savePlayer method would need a way to get every piece of data it needs out of the Player class, which ends up exposing the entire private implementation of the class.
Because OOP is the design methodology most used today (I assume?), there's got to be something I'm missing concerning these issues. I've discussed it with my peers who also do light development, and they too have also had these exact same issues with OOP. Maybe it's just that structured programming background that keeps us from understanding the full benefits of OOP as something more than providing methods to set and get private data so that it's changed and retrieved from one place.
Thanks in advance, and hopefully I don't sound too much like an idiot. For those who really need to know the languages involved with this design, it's Java on the server side and ActionScript 3 on the client side.
I advise you not to fear the fact, that player will be a class of getters and setters. What is object anyway? It's compilation of attributes and behaviours. In fact the more simple your classes are, the more benefits of an OOP you'll get in the development process.
I would breakdown your tasks/features into classes like that:
Player:
has hitpoints attribute
has position attribute
can walkTo(position), firing "walk" events
can healUp(hitpoints)
can takeDamage(hitpoints), firing "isHurt" event
can be checked for still living, like isAlive() method
Fighter extends Player (you should be able to cast Player to Fighter, when it's needed) :
has strength and other fighting params to calculate damage
can attack() firing "attack" event
World keeps track of all players:
listens to "walk" events (and prevents illegal movements)
listents to "isHurt" events (and checks if they are still alive)
Battle handles battles between two fighters:
constructor with two fighters as parameters (you only want to construct battle between players that are really fighting with each other)
listens to "attack" events from both players, calculates damage, and executes takeDamage method of the defending player
PlayerPersister extends AbstractPersister:
saves player's state in database
restores player's state from database
Of course, you game's breakdown will be much more complicated, but i hope this helps you to start thinking of problems in "more OOP" way :)
Don't worry too much about the Player class being a bunch of setters and getters. The Player class is a model class, and model classes tend to be like that. It's important that your model classes are small and clean, because they will be reused all over the program.
I think you should use the warpPlayer(player, position) approach you suggested. It keeps the Player class clean. If you don't want to pass the player into a function, maybe you could have a PlayerController class that contains a Player object and a warp(Position p) method. That way you can add event posting to the controller, and keep it out of the model.
As for saving the player, I'd do it by making Player implement some sort of serialisation interface. The player class is responsible for serializing and unserializing itself, and some other class would be responsible for writing the serialised data to/from a file.
I would probably consider having a Game object that keeps track of the player object. So you can do something like game.WarpPlayerTo(WarpLocations.Forest); If there are multiple players, maybe pass a player object or guid with it. I feel you can still keep it OO, and a game object would solve most of your issues I think.
The problems you are describing don't belong just to game design, but to software architecture in general. The common approach is to have a Dependency Injection (DI) and Inversion of Control (IoC) mechanisms. In short what you are trying to achieve is to be able to access a local Service of sorts from your objects, in order for example to propagate some event (e.g warp), log, etc.
Inversion of control means in short that instead of creating your objects directly, you tell some service to create them for you, that service in turn uses dependency injection to inform the objects about the services that they depend on.
If you are sharing data between different PCs for multiplayer, then a core function of the program is holding and synchronising that piece of state between the PCs. If you keep these values scattered about in many different classes, it will be difficult to synchronise.
In that case, I would advise that you design the data that needs to be synchronised between all the clients, and store that in a single class (e.g. GameState). This object will handle all the synchronisation between different PCs as well as allowing your local code to request changes to the data. It will then "drive" the game objects (Player, EnemyTank, etc) from its own state. [edit: the reason for this is that keeping this state as small as possible and transferring it efficiently between the clients will be a key part of your design. By keeping it all in one place it makes it much easier to do this, and encourages you to only put the absolute essentials in that class so that your comms don't become bloated with unnecessary data]
If you're not doing multiplayer, and you find that changing the player's position needs to update multiple objects (e.g. you want the camera to know that the player has moved so that it can follow him), then a good approach is to make the player responsible for its own position, but raise events/messages that other objects can subscribe/listen to in order to know when the player's position changes. So you move the player, and the camera gets a callback telling it that the player's position has been updated.
Another approach for this would be that the camera simply reads the player's position every frame in order to updaet itself - but this isn't as loosely coupled and flexible as using events.
Sometimes the trick to OOP is understanding what is an object, and what is functionality of an object. I think its often pretty easy for us to conceptually latch onto objects like Player, Monster, Item, etc as the "objects" in the system and then we need to create objects like Environment, Transporter, etc to link those objects together and it can get out-of-control depending on how the concepts work together, and what we need to accomplish.
The really good engineers I have worked with in the past have had a way of seeing systems as collections of objects. Sometimes in one system they would be business objects (like item, invoice, etc) and sometimes they would be objects that encapsulated processing logic (DyeInjectionProcessor, PersistanceManager) which cut across several operations and "objects" in the system. In both cases the metaphors worked for that particular system and made the overall process easier to implement, describe, and maintain.
The real power of OOP is in making things easier to express and manage in large complex systems. These are the OOP principles to target, and not worry as much whether it fits a rigid object hierarchy.
I havent worked in game design, so perhaps this advice will not work as well, in the systems I do work on and develop it has been a very beneficial change to think of OOP in terms of simplification and encapsulation rather than 1 real world object to 1 OOP class.
I'd like to expand on GrayWizardx's last paragraph to say that not all objects need to have the same level of complexity. It may very well fit your design to have objects that are simple collections of get/set properties. On the other hand, it is important to remember that objects can represent tasks or collections of tasks rather than real-world entities.
For example, a player object might not be responsible for moving the player, but instead representing its position and current state. A PlayerMovement object might contain logic for changing a player's position on screen or within the game world.
Before I start simply repeating what's already been said, I'll point towards the SOLID principles of OOP design (Aviad P. already mentioned two of them). They might provide some high-level guidelines for creating a good object model for a game.
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...