Why is tightly coupled bad but strongly typed good?

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日久生厌 2021-02-04 13:30

I am struggling to see the real-world benefits of loosely coupled code. Why spend so much effort making something flexible to work with a variety of other objects? If you know w

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  • 2021-02-04 13:37

    First of all, you're comparing apples to oranges, so let me try to explain this from two perspectives. Typing refers to how operations on values/variables are performed and if they are allowed. Coupling, as opposed to cohesion, refers to the architecture of a piece (or several pieces) of software. The two aren't directly related at all.

    Strong vs Weak Typing

    A strongly typed language is (usually) a good thing because behavior is well defined. Take these two examples, from Wikipedia:

    Weak typing:

    a = 2
    b = '2'
    
    concatenate(a, b) # Returns '22'
    add(a, b)         # Returns 4
    

    The above can be slightly confusing and not-so-well-defined because some languages may use the ASCII (maybe hex, maybe octal, etc) numerical values for addition or concatenation, so there's a lot of room open for mistakes. Also, it's hard to see if a is originally an integer or a string (this may be important, but the language doesn't really care).

    Strongly typed:

    a = 2
    b = '2'
    
    #concatenate(a, b)     # Type Error
    #add(a, b)             # Type Error
    concatenate(str(a), b) # Returns '22'
    add(a, int(b))         # Returns 4
    

    As you can see here, everything is more explicit, you know what variables are and also when you're changing the types of any variables.

    Wikipedia says:

    The advantage claimed of weak typing is that it requires less effort on the part of the programmer than, because the compiler or interpreter implicitly performs certain kinds of conversions. However, one claimed disadvantage is that weakly typed programming systems catch fewer errors at compile time and some of these might still remain after testing has been completed. Two commonly used languages that support many kinds of implicit conversion are C and C++, and it is sometimes claimed that these are weakly typed languages. However, others argue that these languages place enough restrictions on how operands of different types can be mixed, that the two should be regarded as strongly typed languages.

    Strong vs weak typing both have their advantages and disadvantages and neither is good or bad. It's important to understand the differences and similarities.

    Loose vs Tight Coupling

    Straight from Wikipedia:

    In computer science, coupling or dependency is the degree to which each program module relies on each one of the other modules.

    Coupling is usually contrasted with cohesion. Low coupling often correlates with high cohesion, and vice versa. The software quality metrics of coupling and cohesion were invented by Larry Constantine, an original developer of Structured Design who was also an early proponent of these concepts (see also SSADM). Low coupling is often a sign of a well-structured computer system and a good design, and when combined with high cohesion, supports the general goals of high readability and maintainability.

    In short, low coupling is a sign of very tight, readable and maintainable code. High coupling is preferred when dealing with massive APIs or large projects where different parts interact to form a whole. Neither is good or bad. Some projects should be tightly coupled, i.e. an embedded operating system. Others should be loosely coupled, i.e. a website CMS.

    Hopefully I've shed some light here :)

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  • 2021-02-04 13:37

    I think that tight/loose coupling (to me: Interface declaration and assignment of an object instance) is related to the Liskov Principle. Using loose coupling enables some of the advantages of the Liskov Principle.

    However, as soon as instanceof, cast or copying operations are executed, the usage of loose coupling starts being questionable. Furthermore, for local variables withing a method or block, it is non-sense.

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  • 2021-02-04 13:40

    If any modification done in our function, which is in a derived class, will change the code in the base abstract class, then this shows the full dependency and it means this is tight coupled.

    If we don't write or recompile the code again then it showes the less dependency, hence it is loose coupled.

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  • 2021-02-04 13:41

    The question is right to point out that weak/dynamic typing is indeed a logical extension of the concept of loose coupling, and it is inconsistent for programmers to favor one but not the other.

    Loose coupling has become something of a buzzword, with many programmers unnecessarily implementing interfaces and dependency injection patterns -- or, more often than not, their own garbled versions of these patterns -- based on the possibility of some amorphous future change in requirements. There is no hiding the fact that this introduces extra complexity and makes code less maintainable for future developers. The only benefit is if this anticipatory loose coupling happens to make a future change in requirements easier to implement, or promote code reuse. Often, however, requirements changes involve enough layers of the system, from UI down to storage, that the loose coupling doesn't improve the robustness of the design at all, and makes certain types of trivial changes more tedious.

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  • 2021-02-04 13:41

    strong typing will help reduce errors while typically aiding performance. the more information the code-generation tools can gather about acceptable value ranges for variables, the more these tools can do to generate fast code.

    when combined with type inference and feature's like traits (perl6 and others) or type classes (haskell), strongly typed code can continue to be compact and elegant.

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  • 2021-02-04 13:46

    Strongly typed is good because it prevents hard to find bugs by throwing compile-time errors rather than run-time errors.

    Tightly coupled code is bad because when you think you "know what you need to achieve", you are often wrong, or you don't know everything you need to know yet.

    i.e. you might later find out that something you've already done could be used in another part of your code. Then maybe you decide to tightly couple 2 different versions of the same code. Then later you have to make a slight change in a business rule and you have to alter 2 different sets of tightly coupled code, and maybe you will get them both correct, which at best will take you twice as long... or at worst you will introduce a bug in one, but not in the other, and it goes undetected for a while, and then you find yourself in a real pickle.

    Or maybe your business is growing much faster than you expected, and you need to offload some database components to a load-balancing system, so now you have to re-engineer everything that is tightly coupled to the existing database system to use the new system.

    In a nutshell, loose coupling makes for software that is much easier to scale, maintain, and adapt to ever-changing conditions and requirements.

    EDIT: I feel either my interpretation of loose coupling is off or others are reading it the wrong way. Strong coupling to me is when a class references a concrete instance of another class. Loose coupling is when a class references an interface that another class can implement.

    My question then is why not specifically call a concrete instance/definition of a class? I analogize that to specifically defining the variable type you need. I've been doing some reading on Dependency Injection, and they seem to make it out as fact that loose coupling better design.

    I'm not really sure what your confusion is here. Let's say for instance that you have an application that makes heavy use of a database. You have 100 different parts of your application that need to make database queries. Now, you could use MySQL++ in 100 different locations, or you can create a separate interface that calls MySQL++, and reference that interface in 100 different places.

    Now your customer says that he wants to use SQL Server instead of MySQL.

    Which scenario do you think is going to be easier to adapt? Rewriting the code in 100 different places, or rewriting the code in 1 place?

    Okay... now you say that maybe rewriting it in 100 different places isn't THAT bad.

    So... now your customer says that he needs to use MySQL in some locations, and SQL Server in other locations, and Oracle in yet other locations.

    Now what do you do?

    In a loosely coupled world, you can have 3 separate database components that all share the same interface with different implementations. In a tightly coupled world, you'd have 100 sets of switch statements strewn with 3 different levels of complexity.

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