diff options
Diffstat (limited to 'core/source/main/scala/com/rockymadden/stringmetric/similarity/JaccardMetric.scala')
-rwxr-xr-x | core/source/main/scala/com/rockymadden/stringmetric/similarity/JaccardMetric.scala | 34 |
1 files changed, 10 insertions, 24 deletions
diff --git a/core/source/main/scala/com/rockymadden/stringmetric/similarity/JaccardMetric.scala b/core/source/main/scala/com/rockymadden/stringmetric/similarity/JaccardMetric.scala index e32c926..e1fd4ed 100755 --- a/core/source/main/scala/com/rockymadden/stringmetric/similarity/JaccardMetric.scala +++ b/core/source/main/scala/com/rockymadden/stringmetric/similarity/JaccardMetric.scala @@ -1,20 +1,17 @@ package com.rockymadden.stringmetric.similarity -import com.rockymadden.stringmetric.{StringMetric, StringFilter} -import com.rockymadden.stringmetric.tokenization.NGramTokenizer +import com.rockymadden.stringmetric.Metric.StringMetricLike -/* An implementation of the Jaccard metric. */ -class JaccardMetric extends StringMetric[Int, Double] { this: StringFilter => - final override def compare(charArray1: Array[Char], charArray2: Array[Char])(implicit n: Int): Option[Double] = { - if (n <= 0) throw new IllegalArgumentException("Expected valid n.") +final case class JaccardMetric(private val n: Int) extends StringMetricLike[Double] { + import com.rockymadden.stringmetric.tokenization.NGramTokenizer - val fca1 = filter(charArray1) - lazy val fca2 = filter(charArray2) + override def compare(a: Array[Char], b: Array[Char]): Option[Double] = { + if (n <= 0) return None - if (fca1.length < n || fca2.length < n) None // Because length is less than n, it is not possible to compare. - else if (fca1.sameElements(fca2)) Some(1d) - else NGramTokenizer.tokenize(fca1)(n).flatMap { ca1bg => - NGramTokenizer.tokenize(fca2)(n).map { ca2bg => + if (a.length < n || b.length < n) None // Because length is less than n, it is not possible to compare. + else if (a.sameElements(b)) Some(1d) + else NGramTokenizer(n).tokenize(a).flatMap { ca1bg => + NGramTokenizer(n).tokenize(b).map { ca2bg => val i = (ca1bg.map(_.mkString) intersect ca2bg.map(_.mkString)).length i.toDouble / (ca1bg.length + ca2bg.length - i) @@ -22,16 +19,5 @@ class JaccardMetric extends StringMetric[Int, Double] { this: StringFilter => } } - final override def compare(string1: String, string2: String)(implicit n: Int): Option[Double] = - compare(string1.toCharArray, string2.toCharArray)(n: Int) -} - -object JaccardMetric { - private lazy val self = apply() - - def apply(): JaccardMetric = new JaccardMetric with StringFilter - - def compare(charArray1: Array[Char], charArray2: Array[Char])(n: Int) = self.compare(charArray1, charArray2)(n) - - def compare(string1: String, string2: String)(n: Int) = self.compare(string1, string2)(n) + override def compare(a: String, b: String): Option[Double] = compare(a.toCharArray, b.toCharArray) } |