diff options
Diffstat (limited to 'core/src/main/scala/com/rockymadden/stringmetric/similarity/WeightedLevenshteinMetric.scala')
-rwxr-xr-x | core/src/main/scala/com/rockymadden/stringmetric/similarity/WeightedLevenshteinMetric.scala | 36 |
1 files changed, 36 insertions, 0 deletions
diff --git a/core/src/main/scala/com/rockymadden/stringmetric/similarity/WeightedLevenshteinMetric.scala b/core/src/main/scala/com/rockymadden/stringmetric/similarity/WeightedLevenshteinMetric.scala new file mode 100755 index 0000000..ae6f49c --- /dev/null +++ b/core/src/main/scala/com/rockymadden/stringmetric/similarity/WeightedLevenshteinMetric.scala @@ -0,0 +1,36 @@ +package com.rockymadden.stringmetric.similarity + +import com.rockymadden.stringmetric.Metric.StringMetric + +final case class WeightedLevenshteinMetric(delete: BigDecimal, insert: BigDecimal, substitute: BigDecimal) + extends StringMetric[Double] { + + import com.rockymadden.stringmetric.CompareTuple + + override def compare(a: Array[Char], b: Array[Char]): Option[Double] = + if (a.length == 0 || b.length == 0) None + else if (a.sameElements(b)) Some(0d) + else Some(weightedLevenshtein((a, b), (delete, insert, substitute)).toDouble) + + override def compare(a: String, b: String): Option[Double] = compare(a.toCharArray, b.toCharArray) + + private val weightedLevenshtein: ((CompareTuple[Char], (BigDecimal, BigDecimal, BigDecimal)) => BigDecimal) = + (ct, w) => { + val m = Array.ofDim[BigDecimal](ct._1.length + 1, ct._2.length + 1) + + for (r <- 0 to ct._1.length) m(r)(0) = w._1 * r + for (c <- 0 to ct._2.length) m(0)(c) = w._2 * c + + for (r <- 1 to ct._1.length; c <- 1 to ct._2.length) { + m(r)(c) = + if (ct._1(r - 1) == ct._2(c - 1)) m(r - 1)(c - 1) + else (m(r - 1)(c) + w._1).min( // Delete (left). + (m(r)(c - 1) + w._2).min( // Insert (up). + m(r - 1)(c - 1) + w._3 // Substitute (left-up). + ) + ) + } + + m(ct._1.length)(ct._2.length) + } +} |