Created
March 8, 2018 04:26
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| public static int LCSDistance(@NotNull String first, @NotNull String second) { | |
| int m = first.length(); | |
| int n = second.length(); | |
| int[][] dp = new int[m + 1][n + 1]; | |
| for (int i = 0; i <= m; i++) { | |
| for (int j = 0; j <= n; j++) { | |
| if (i == 0 || j == 0) { | |
| dp[i][j] = 0; | |
| } else if (first.charAt(i - 1) == second.charAt(j - 1)) { | |
| dp[i][j] = 1 + dp[i - 1][j - 1]; | |
| } else { | |
| dp[i][j] = max(dp[i - 1][j], dp[i][j - 1]); | |
| } | |
| } | |
| } | |
| return dp[m][n]; | |
| } | |
| public static double levenshteinDistance(@NotNull String first, @NotNull String second) { | |
| final int sLen = first.length(), tLen = second.length(); | |
| if (sLen == 0) { | |
| return tLen; | |
| } | |
| if (tLen == 0) { | |
| return sLen; | |
| } | |
| int[] costsPrev = new int[sLen + 1]; | |
| int[] costs = new int[sLen + 1]; | |
| int[] tmpArr; | |
| int sIndex, tIndex; | |
| int cost; | |
| char tIndexChar; | |
| for (sIndex = 0; sIndex <= sLen; sIndex++) | |
| costsPrev[sIndex] = sIndex; | |
| for (tIndex = 1; tIndex <= tLen; tIndex++) { | |
| tIndexChar = second.charAt(tIndex - 1); | |
| costs[0] = tIndex; | |
| for (sIndex = 1; sIndex <= sLen; sIndex++) { | |
| cost = (first.charAt(sIndex - 1) == tIndexChar) ? 0 : 1; | |
| costs[sIndex] = Math.min(Math.min(costs[sIndex - 1] + 1, | |
| costsPrev[sIndex] + 1), | |
| costsPrev[sIndex - 1] + cost); | |
| } | |
| tmpArr = costsPrev; | |
| costsPrev = costs; | |
| costs = tmpArr; | |
| } | |
| return costsPrev[sLen] / (double) max(first.length(), second.length()); | |
| } | |
| public static <Type> Type closest(@NotNull String query, @NotNull Collection<Type> values) { | |
| return closest(query, values, Object::toString); | |
| } | |
| public static <Type> Type closest(@NotNull String query, @NotNull Collection<Type> values, @NotNull Function<Type, String> mapper) { | |
| return values.stream() | |
| .sorted(Comparator.<Type>comparingDouble(value -> levenshteinDistance(mapper.apply(value), query)) | |
| .thenComparingDouble(value -> (double) LCSDistance(mapper.apply(value), query))) | |
| .findFirst() | |
| .orElseThrow(NoSuchElementException::new); | |
| } |
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