Functional programming and non-functional programming

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情书的邮戳
情书的邮戳 2020-11-28 18:02

In my second year of University we were \"taught\" Haskell, I know almost nothing about it and even less about functional programming.

What is functional programming

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  • 2020-11-28 18:42

    I prefer to use functional programming to save myself repeated work, by making a more abstract version and then using that instead. Let me give an example. In Java, I often find myself creating maps to record structures, and thus writing getOrCreate structures.

    SomeKindOfRecord<T> getOrCreate(T thing) { 
        if(localMap.contains(thing)) { return localMap.get(thing); }
        SomeKindOfRecord<T> record = new SomeKindOfRecord<T>(thing);
        localMap = localMap.put(thing, record);
        return record; 
    }
    

    This happens very often. Now, in a functional language I could write

    RT<T> getOrCreate(T thing, 
                      Function<RT<T>> thingConstructor, 
                      Map<T,RT<T>> localMap) {
        if(localMap.contains(thing)) { return localMap.get(thing); }
        RT<T> record = thingConstructor(thing);
        localMap = localMap.put(thing,record);
        return record; 
    }
    

    and I would never have to write a new one of these again, I could inherit it. But I could do one better than inheriting, I could say in the constructor of this thing

    getOrCreate = myLib.getOrCreate(*,
                                    SomeKindOfRecord<T>.constructor(<T>), 
                                    localMap);
    

    (where * is a kind of "leave this parameter open" notation, which is a sort of currying)

    and then the local getOrCreate is exactly the same as it would have been if I wrote out the whole thing, in one line, with no inheritance dependencies.

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  • 2020-11-28 18:43

    What is functional programming

    There are two different definitions of "functional programming" in common use today:

    The older definition (originating from Lisp) is that functional programming is about programming using first-class functions, i.e. where functions are treated like any other value so you can pass functions as arguments to other functions and function can return functions among their return values. This culminates in the use of higher-order functions such as map and reduce (you may have heard of mapReduce as a single operation used heavily by Google and, unsurprisingly, it is a close relative!). The .NET types System.Func and System.Action make higher-order functions available in C#. Although currying is impractical in C#, functions that accept other functions as arguments are common, e.g. the Parallel.For function.

    The younger definition (popularized by Haskell) is that functional programming is also about minimizing and controlling side effects including mutation, i.e. writing programs that solve problems by composing expressions. This is more commonly called "purely functional programming". This is made possible by wildly different approaches to data structures called "purely functional data structures". One problem is that translating traditional imperative algorithms to use purely functional data structures typically makes performance 10x worse. Haskell is the only surviving purely functional programming language but the concepts have crept into mainstream programming with libraries like Linq on .NET.

    where would I want to use it instead of non-functional programming

    Everywhere. Lambdas in C# have now demonstrated major benefits. C++11 has lambdas. There's no excuse not to use higher-order functions now. If you can use a language like F# you'll also benefit from type inference, automatic generalization, currying and partial application (as well as lots of other language features!).

    am I correct in thinking that C is a non-functional programming language?

    Yes. C is a procedural language. However, you can get some of the benefit of functional programming by using function pointers and void * in C.

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