wtfunctional/Notes.md

Title:          WTFunctional: Modifying yout WTF-Count using functional programming  
Author:         Oliver Rümpelein
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## Content ##

 * Dafunc? Understanding functional programming with Haskell.
   + no side-effects, no mutability => maintainability
   + recursion
   + functions as first class “objects”: i.e. C++, 5; is a valid statement
   + lambdas
   + lists, maps, filters, folds 
   + currying => just convenience
   + code example: Pythagoraian triangles, bubble sort
 * Phuncy: The pythonic way is functional!
   + Not strictly functional
   - recursion
   + fafco
   - map, fold => example (sum of squares?)
     + python lambda syntax: lambda a,b: a+b
     + don't return lists, but iterators!
     + fold with reduce
     + Note: 2: map, filter, reduce, list comprehension
             3: map, filter, functools.reduce(), list comprehension


     + The python2 to 3 page states:
       “Removed `reduce()`. Use `functools.reduce()` if you really need it;
       however, 99 percent of the time an explicit `for` loop is more
       readable.”
     + Why use it? => Multi-processing, WTF Count.
       
       ```python
       a = list(range(10))
     
       b = 0
       for i in a:
           b += i**2
       print(b)
       ```
       vs.
       
       ```python
       from functools import reduce
       print(reduce(lambda x,y: x+y,map(lambda x: x**2,range(10))))
       ```
   + currying: not really, but binding via lambdas or functools.partial() or
               https://mtomassoli.wordpress.com/2012/03/18/currying-in-python/
   + decorators!
   + still FP has advantages and is heavily used, i.e. in genomics (works on
     tons of lengthy lists)
 * FunC++tional: On the fast lane
   + "Classical" C++ has some functional stuff, bust i.e. no lambdas (hardly usable)
   + Changed with the new C++11-standard
   + Buzzwords:
      + `map` defines a Datatype in C++!
      + lambdas in C++
        ```[](int x, int y) { return a<b;} ;```
        [] can be used to capture variables, i.e. by reference or value
      + `std::for_each` from `algorithm`: Apply `void fun(T &a)` to iterator
        containing `T` values
      + `std::transform` from `algorithm`: same as for_each, but stores return
        value in another range
      + `std::accumulate` from `numeric`: Wants binary operation, i.e. `std::minus<int>`