Tail Call Recursion
Tail Call Recursion is a particularly efficient method of traversing data. The basic structure of a tail-recursive function is:
- Check the base-case
- Perform some action
- Set up the tail call.
In this case, the action would be adding one to a value, and appending it to the next call of the function.
The tail-call would then be the same function, but with the head of the list cut off.
The add-one-to-all numbers function would look something like this:
add-one-to-all :: [Int] -> [Int]
add-one-to-all [] = []
add-one-to-all (x:xs) = 1 + x : add-one-to-all xs
Here, when the list pattern matches [] (an empty list), an empty list is returned. Only when this happens will the function "snap back", collecting the other values from the list.
Higher-Order Functions
The entire point of a higher-order function is to be able to pass functions as parameters to other functions, or to return them from functions. In traversing a list, for instance, you could make a function that takes a function and a list, and then apply that with a function that adds one to a number.
traverse :: (a -> b) -> [a] -> [b]
traverse _ [] = []
traverse f (x:xs) = f x : traverse xs
add-one :: Int -> Int
add-one x = x + 1
add-one-to-all :: [Int] -> [Int]
add-one-to-all x = traverse add-one x
Here, you can see that the function "f" of traverse (type: (a -> b)) is applied recursively to a list. a and b are just type parameters, which are helpful for generic abstractions like this. Then, add-one is defined, and finally mapped over the list in add-one-to-all. The function "traverse" actually already exists in Prelude as the function map.
A bit extra
Haskell does something called currying, which allows the partial application of functions. Discussion on currying is outside the scope of this simple tutorial, but here is a very small implementation of add-one-to-all
add-one-to-all :: [Int] -> [Int]
add-one-to-all = map (+1)
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