(defn damerau-levenshtein-distance
[a b]
(let [m (count a)
n (count b)
init (apply deep-merge-with (fn [a b] b)
(concat
;;deletion
(for [i (range 0 (+ 1 m))]
{i {0 i}})
;;insertion
(for [j (range 0 (+ 1 n))]
{0 {j j}})))
table (reduce
(fn [d [i j]]
(deep-merge-with
(fn [a b] b)
d
(let [cost (bool-to-binary (not (= (nth a (- i 1))
(nth b (- j 1)))))
x
(min
(+ ((d (- i 1))
j) 1) ;;deletion
(+ ((d i)
(- j 1)) 1) ;;insertion
(+ ((d (- i 1))
(- j 1)) cost)) ;;substitution))
val (if (and (> i 1)
(> j 1)
(= (nth a (- i 1))
(nth b (- j 2)))
(= (nth a (- i 2))
(nth b (- j 1))))
(min x (+ ((d (- i 2))
(- j 2)) ;;transposition
cost))
x)]
{i {j val}})))
init
(for [j (range 1 (+ 1 n))
i (range 1 (+ 1 m))] [i j]))]
((table m) n)))
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