Created
June 24, 2021 23:20
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basic Dart's Levenshtein distance.
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import 'dart:math' as math; | |
/// see https://en.wikipedia.org/wiki/Levenshtein_distance | |
void main() { | |
/// terms distance can be used as threshold value when you filter similar results. | |
/// if the number of "editions" is low, you can suppose a typo and provide the "similar" | |
/// result (maybe using the `int` distance as a sorting method). | |
print(levenshtein('sittin', 'sitting')); | |
print(levenshtein('casa', 'calle')); | |
} | |
int levenshtein(String term1, String term2) { | |
if (term1.isEmpty || term2.isEmpty) return 0; | |
final m = term1.length + 1; | |
final n = term2.length + 1; | |
final tmp = List.filled(n - 1, 0); | |
final d = List.generate( | |
m, | |
(i) => (i == 0) ? List.generate(n, (j) => j) : [i, ...tmp], | |
); | |
for (var i = 1; i < m; ++i) { | |
for (var j = 1; j < n; ++j) { | |
final cost = (term1[i - 1] == term2[j - 1]) ? 0 : 1; | |
d[i][j] = math.min( | |
math.min(d[i - 1][j] + 1, d[i][j - 1] + 1), | |
d[i - 1][j - 1] + cost, | |
); | |
} | |
} | |
return d[m - 1][n - 1]; | |
} |
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