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Renaming JaccardDistance to JaccardSimilarity #80

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Aug 22, 2018
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@ package com.salesforce.op.stages.impl.feature
import com.salesforce.op.UID
import com.salesforce.op.features.types._
import com.salesforce.op.stages.base.binary.BinaryTransformer
import com.salesforce.op.utils.stats.JaccardDistance
import com.salesforce.op.utils.stats.JaccardSim

/**
* Calculates the Jaccard Similarity between two sets.
Expand All @@ -42,5 +42,5 @@ import com.salesforce.op.utils.stats.JaccardDistance
class JaccardSimilarity(uid: String = UID[JaccardSimilarity])
extends BinaryTransformer[MultiPickList, MultiPickList, RealNN](operationName = "jacSim", uid = uid) {

def transformFn: (MultiPickList, MultiPickList) => RealNN = (x, y) => JaccardDistance(x.value, y.value).toRealNN
def transformFn: (MultiPickList, MultiPickList) => RealNN = (x, y) => JaccardSim(x.value, y.value).toRealNN
}
Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ import com.salesforce.op.UID
import com.salesforce.op.features.types._
import com.salesforce.op.stages.base.binary.BinaryTransformer
import com.salesforce.op.stages.base.unary.UnaryTransformer
import com.salesforce.op.utils.stats.JaccardDistance
import com.salesforce.op.utils.stats.JaccardSim
import org.apache.spark.ml.param.{BooleanParam, Param, Params, StringArrayParam}

import scala.util.Try
Expand Down Expand Up @@ -298,7 +298,7 @@ case object PhoneNumberParser {
val rcBi = rc.trim.sliding(2).toSet
regionCodes.zip(countryNames).flatMap {
case (regCode, country) => country.split(",").map{ // Can have multiple versions of country name
c => regCode -> JaccardDistance(rcBi, c.trim.sliding(2).toSet)
c => regCode -> JaccardSim(rcBi, c.trim.sliding(2).toSet)
}}.maxBy(_._2)._1
case _ => defaultRegionCode
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -31,19 +31,19 @@
package com.salesforce.op.utils.stats

/**
* Calculates the Jaccard Distance between two sets.
* If both inputs are empty, Jaccard Distance is defined as 1.0
* Calculates the Jaccard Similarity between two sets.
* If both inputs are empty, Jaccard Similarity is defined as 1.0
*/
object JaccardDistance {
object JaccardSim {

/**
* Calculates the Jaccard Distance between two sets.
* If both inputs are empty, Jaccard Distance is defined as 1.0
* Calculates the Jaccard Similarity between two sets.
* If both inputs are empty, Jaccard Similarity is defined as 1.0
*
* @param s1 first set
* @param s2 second set
* @tparam A set type
* @return Jaccard Distance
* @return Jaccard Similarity
*/
def apply[A](s1: Set[A], s2: Set[A]): Double = {
val intersectSize = s1.intersect(s2).size
Expand Down