Created
November 2, 2016 15:34
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Compare performance of filtering on list and arrays in OCaml
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let rec loop a f len n i = | |
if i < len then | |
let x = Array.unsafe_get a i in | |
if f x then begin | |
let res = loop a f len (n + 1) (i + 1) in | |
Array.unsafe_set res n x; | |
res | |
end else | |
loop a f len n (i + 1) | |
else | |
Array.make n (Array.unsafe_get a 0) | |
let filter_a f a = | |
let len = Array.length a in | |
if len = 0 then a else | |
loop a f len 0 0 | |
let filter_l f l = | |
let rec loop = function | |
| x::xs when f x -> x::loop xs | |
| _::xs -> loop xs | |
| [] -> [] | |
in | |
loop l | |
let big_l n = | |
let rec loop i = | |
if i = n then [] | |
else i::loop (i+1) | |
in loop 1 | |
let get_time n f = | |
Gc.compact (); | |
let t = Unix.gettimeofday () in | |
for _i = 1 to n do | |
ignore (f ()) | |
done; | |
let t2 = Unix.gettimeofday () in | |
Gc.compact (); | |
t2 -. t | |
let () = | |
List.iter | |
(fun n -> | |
let big_l = big_l n in | |
let big_a = Array.of_list big_l in | |
let niters = 400000000 / n in | |
let t_l = get_time niters (fun () -> filter_l (fun x -> x mod 2 = 0) big_l) in | |
let t_a = get_time niters (fun () -> filter_a (fun x -> x mod 2 = 0) big_a) in | |
Printf.printf "% 7i | %.02f | %.02f | %.02f\n%!" n t_l t_a (100. *. ((t_a /. t_l) -. 1.)) | |
) | |
[10; 100; 1_000; 10_000; 100_000; 500_000] |
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