Created
December 8, 2020 14:01
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(defn lev [s t] | |
"Calculates Levenshtein distance for S and T. | |
Time complexity is O(|s|*|t|); space complexity is O(|s|). | |
Uses the swapping two-row method to avoid exponential time, see | |
https://en.wikipedia.org/wiki/Levenshtein_distance#Iterative_with_two_matrix_rows" | |
(let [s-array (char-array s) | |
t-array (char-array t) | |
s-length (count s-array) | |
t-length (count t-array)] | |
(loop [i 0 | |
v0 (int-array (inc s-length) (range)) | |
v1 (int-array (inc s-length))] | |
(aset-int v1 0 (inc i)) | |
(loop [j 0] | |
(aset-int v1 (inc j) | |
(min (inc (aget v0 (inc j))) | |
(inc (aget v1 j)) | |
((if (= (aget s-array i) (aget t-array j)) | |
identity inc) | |
(aget v0 j)))) | |
(if (< j (dec s-length)) | |
(recur (inc j)))) | |
(if (< i (dec t-length)) | |
(recur (inc i) v1 v0) | |
(aget v1 s-length))))) |
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