Author: tommaso
Date: Thu Mar 7 16:36:44 2019
New Revision: 1854991
URL: http://svn.apache.org/viewvc?rev=1854991&view=rev
Log:
OAK-8119 - use exact fv distance score for similarity search
Modified:
jackrabbit/oak/trunk/oak-lucene/src/main/java/org/apache/jackrabbit/oak/plugins/index/lucene/util/fv/SimSearchUtils.java
Modified:
jackrabbit/oak/trunk/oak-lucene/src/main/java/org/apache/jackrabbit/oak/plugins/index/lucene/util/fv/SimSearchUtils.java
URL:
http://svn.apache.org/viewvc/jackrabbit/oak/trunk/oak-lucene/src/main/java/org/apache/jackrabbit/oak/plugins/index/lucene/util/fv/SimSearchUtils.java?rev=1854991&r1=1854990&r2=1854991&view=diff
==============================================================================
---
jackrabbit/oak/trunk/oak-lucene/src/main/java/org/apache/jackrabbit/oak/plugins/index/lucene/util/fv/SimSearchUtils.java
(original)
+++
jackrabbit/oak/trunk/oak-lucene/src/main/java/org/apache/jackrabbit/oak/plugins/index/lucene/util/fv/SimSearchUtils.java
Thu Mar 7 16:36:44 2019
@@ -255,16 +255,19 @@ public class SimSearchUtils {
if (binaryValue != null) {
double[] inputVector = toDoubleArray(binaryValue.bytes);
for (int j = 0; j < docs.scoreDocs.length; j++) {
- double[] currentVector =
toDoubleArray(indexSearcher.doc(docs.scoreDocs[j].doc)
- .getBinaryValue(fieldName).bytes);
- double distance = dist(inputVector, currentVector) +
1e-10; // constant term to avoid division by zero
- if (Double.isNaN(distance) || Double.isInfinite(distance))
{
- toDiscard.add(docs.scoreDocs[j].doc);
- } else {
- distSum += distance;
- counter++;
- distances.put(docs.scoreDocs[j].doc, distance);
- docs.scoreDocs[j].score += (float) (1d / distance); //
additive similarity boosting
+ BytesRef featureVectorBinary =
indexSearcher.doc(docs.scoreDocs[j].doc)
+ .getBinaryValue(fieldName);
+ if (featureVectorBinary != null) {
+ double[] currentVector =
toDoubleArray(featureVectorBinary.bytes);
+ double distance = dist(inputVector, currentVector) +
1e-10; // constant term to avoid division by zero
+ if (Double.isNaN(distance) ||
Double.isInfinite(distance)) {
+ toDiscard.add(docs.scoreDocs[j].doc);
+ } else {
+ distSum += distance;
+ counter++;
+ distances.put(docs.scoreDocs[j].doc, distance);
+ docs.scoreDocs[j].score = (float) (1d / distance);
+ }
}
}
}