How does foldr work?
foldr
begins at the right-hand end of the list and combines each list entry with the accumulator value using the function you give it. The result is the final value of the accumulator after "folding" in all the list elements. Its type is:
foldr :: (a -> b -> b) -> b -> [a] -> b
and from this you can see that the list element (of type a
) is the first argument to the given function, and the accumulator (of type b
) is the second.
For your first example:
Starting accumulator = 54
11 - 54 = -43
10 - (-43) = 53
^ Result from the previous line
^ Next list item
So the answer you got was 53.
The second example:
Starting accumulator = 54
(6 + 54) / 2 = 30
(10 + 30) / 2 = 20
(4 + 20) / 2 = 12
(12 + 12) / 2 = 12
So the result is 12.
Edit: I meant to add, that's for finite lists. foldr
can also work on infinite lists but it's best to get your head around the finite case first, I think.
The easiest way to understand foldr is to rewrite the list you're folding over without the sugar.
[1,2,3,4,5] => 1:(2:(3:(4:(5:[]))))
now what foldr f x
does is that it replaces each :
with f
in infix form and []
with x
and evaluates the result.
For example:
sum [1,2,3] = foldr (+) 0 [1,2,3]
[1,2,3] === 1:(2:(3:[]))
so
sum [1,2,3] === 1+(2+(3+0)) = 6
It helps to understand the distinction between foldr
and foldl
. Why is foldr
called "fold right"?
Initially I thought it was because it consumed elements from right to left. Yet both foldr
and foldl
consume the list from left to right.
foldl
evaluates from left to right (left-associative)foldr
evaluates from right to left (right-associative)
We can make this distinction clear with an example that uses an operator for which associativity matters. We could use a human example, such as the operator, "eats":
foodChain = (human : (shark : (fish : (algae : []))))
foldl step [] foodChain
where step eater food = eater `eats` food -- note that "eater" is the accumulator and "food" is the element
foldl `eats` [] (human : (shark : (fish : (algae : []))))
== foldl eats (human `eats` shark) (fish : (algae : []))
== foldl eats ((human `eats` shark) `eats` fish) (algae : [])
== foldl eats (((human `eats` shark) `eats` fish) `eats` algae) []
== (((human `eats` shark) `eats` fish) `eats` algae)
The semantics of this foldl
is: A human eats some shark, and then the same human who has eaten shark then eats some fish, etc. The eater is the accumulator.
Contrast this with:
foldr step [] foodChain
where step food eater = eater `eats` food. -- note that "eater" is the element and "food" is the accumulator
foldr `eats` [] (human : (shark : (fish : (algae : []))))
== foldr eats (human `eats` shark) (fish : (algae : []))))
== foldr eats (human `eats` (shark `eats` (fish)) (algae : [])
== foldr eats (human `eats` (shark `eats` (fish `eats` algae))) []
== (human `eats` (shark `eats` (fish `eats` algae)
The semantics of this foldr
is: A human eats a shark which has already eaten a fish, which has already eaten some algae. The food is the accumulator.
Both foldl
and foldr
"peel off" eaters from left to right, so that's not the reason we refer to foldl as "left fold". Instead, the order of evaluation matters.