The following function computes the Fibonacci sequence:
fib = 0 : 1 : (zipWith (+) fib (tail fib))
If we run it, we will get an infinite list, but how does the recursion work? Why does it get to print numbers on the screen if it the function keeps calling itself? I would appreciate if you could explain how the compiler manages the calls.
I've drawn a picture, which you might find helpful.
Note that zipWtih op (x:xs) (y:xs) = (op x y):zipWith xs ys
, which is how zipWtih
appears to "move" right along the list. It's reading elements and spitting out sums:
Here's a more detailed step-by-step evaluation. (Although I'll paste copies of what's there, there's only one copy in memory.) I'll use ....
for things I can't be bothered to write out.
fib = 0:1:zipWith (+) fib (tail fib)
= 0:1:zipWith (+) (0:1: .... ) (tail (0:1: .... )
= 0:1:(0+1:zipWith (+) (1:(0+1: .... )) ( 0+1:..... ))
= 0:1:1:zipWith (+) (1: ....) (......)
notice that now we know that zipWith (+) fib (tail fib) = 1:.....
.
= 0:1:1:zipWith (+) (1:1: ....) (1:......)
= 0:1:1:(1+1):zipWith (+) (1:(1+1): .....) ((1+1):....)
= 0:1:1:2:zipWith (+) (1:2: .....) (2:....)
I'll go a little faster:
= 0:1:1:2:(1+2):zipWith (+) (2: .....) (....)
= 0:1:1:2:3 :zipWith (+) (2:3 .....) (3:....)
= 0:1:1:2:3:(2+3):zipWith (+) (3:(2+3):.....) ((2+3):.....)
= 0:1:1:2:3:5 :zipWith (+) (3:5:.....) (5:.....)
= 0:1:1:2:3:5:8 :zipWith (+) (5:8:....) (8:......)
= 0:1:1:2:3:5:8:13 :zipWith (+) (8:13:....) (13:......)
= 0:1:1:2:3:5:8:13:21:zipWith (+) (13:21....) (21:......)
At each stage, the last two arguments to the zipWith
function are like pointers to (one and two positions) further up the fib
list than we are at present.
In a word: laziness. A list in Haskell is more like a generator: it will only compute values when they are demanded by something else.
For instance head [1 , 2+3]
will not perform the addition, since it is not needed. Similarly, if we recursively let ones = 1 : ones
, then head ones = head (1 : ones) = 1
does not need to evaluate all the tail.
You can try guessing what happens if we print a pair x
, defined as follows:
x = (n, fst x + 1)
Above we use a (lazy) pair instead of a (lazy) list, but the reasoning is the same. Don't evaluate anything unless is it needed by something else.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With