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Posted to issues@lucene.apache.org by GitBox <gi...@apache.org> on 2021/10/11 15:36:08 UTC

[GitHub] [lucene] jtibshirani commented on a change in pull request #366: LUCENE-10146: Add VectorSimilarityFunction.COSINE

jtibshirani commented on a change in pull request #366:
URL: https://github.com/apache/lucene/pull/366#discussion_r726227198



##########
File path: lucene/core/src/java/org/apache/lucene/codecs/lucene90/Lucene90FieldInfosFormat.java
##########
@@ -99,11 +99,12 @@
  *   <li>PointDimensionCount, PointNumBytes: these are non-zero only if the field is indexed as
  *       points, e.g. using {@link org.apache.lucene.document.LongPoint}
  *   <li>VectorDimension: it is non-zero if the field is indexed as vectors.
- *   <li>VectorDistFunction: a byte containing distance function used for similarity calculation.
+ *   <li>VectorSimilarityFunction: a byte containing distance function used for similarity
+ *       calculation.
  *       <ul>
- *         <li>0: no distance function is defined for this field.
- *         <li>1: EUCLIDEAN_HNSW distance. ({@link VectorSimilarityFunction#EUCLIDEAN})
- *         <li>2: DOT_PRODUCT_HNSW score. ({@link VectorSimilarityFunction#DOT_PRODUCT})
+ *         <li>0: EUCLIDEAN distance. ({@link VectorSimilarityFunction#EUCLIDEAN})
+ *         <li>1: DOT_PRODUCT similarity. ({@link VectorSimilarityFunction#DOT_PRODUCT})
+ *         <li>2: COSINE similarity. ({@link VectorSimilarityFunction#COSINE})

Review comment:
       It's indeed important to prevent this. We actually have a test `BaseKnnVectorsFormatTestCase#testSimilarityFunctionIdentifiers` that checks the ordinals.




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