Implications of foldr vs. foldl (or foldl')
Firstly, Real World Haskell, which I am reading, says to never use foldl
and instead use foldl'
. So I trust it.
But I'm hazy on when to use foldr
vs. foldl'
. Though I can see the structure of how they work differently laid out in front of me, I'm too stupid to understand when "which is better." I guess it seems to me like it shouldn't really matter which is used, as they both produce the same answer (don't they?). In fact, my previous experience with this construct is from Ruby's inject
and Clojure's reduce
, which don't seem to have "left" and "right" versions. (Side question: which version do they use?)
Any insight that can help a smarts-challenged sort like me would be much appreciated!
The recursion for foldr f x ys
where ys = [y1,y2,...,yk]
looks like
f y1 (f y2 (... (f yk x) ...))
whereas the recursion for foldl f x ys
looks like
f (... (f (f x y1) y2) ...) yk
An important difference here is that if the result of f x y
can be computed using only the value of x
, then foldr
doesn't' need to examine the entire list. For example
foldr (&&) False (repeat False)
returns False
whereas
foldl (&&) False (repeat False)
never terminates. (Note: repeat False
creates an infinite list where every element is False
.)
On the other hand, foldl'
is tail recursive and strict. If you know that you'll have to traverse the whole list no matter what (e.g., summing the numbers in a list), then foldl'
is more space- (and probably time-) efficient than foldr
.
foldr
looks like this:
foldl
looks like this:
Context: Fold on the Haskell wiki
Their semantics differ so you can't just interchange foldl
and foldr
. The one folds the elements up from the left, the other from the right. That way, the operator gets applied in a different order. This matters for all non-associative operations, such as subtraction.
Haskell.org has an interesting article on the subject.
Shortly, foldr
is better when the accumulator function is lazy on its second argument. Read more at Haskell wiki's Stack Overflow (pun intended).