jtibshirani commented on a change in pull request #656:
URL: https://github.com/apache/lucene/pull/656#discussion_r803937272



##########
File path: lucene/core/src/java/org/apache/lucene/search/KnnVectorQuery.java
##########
@@ -96,43 +107,98 @@ public Query rewrite(IndexReader reader) throws 
IOException {
     return createRewrittenQuery(reader, topK);
   }
 
-  private TopDocs searchLeaf(LeafReaderContext ctx, int kPerLeaf, Bits 
bitsFilter)
+  private TopDocs searchLeaf(LeafReaderContext ctx, int kPerLeaf, 
BitSetCollector filterCollector)
       throws IOException {
-    // If the filter is non-null, then it already handles live docs
-    if (bitsFilter == null) {
-      bitsFilter = ctx.reader().getLiveDocs();
+
+    if (filterCollector == null) {
+      Bits acceptDocs = ctx.reader().getLiveDocs();
+      return ctx.reader()
+          .searchNearestVectors(field, target, kPerLeaf, acceptDocs, 
Integer.MAX_VALUE);
+    } else {
+      BitSetIterator filterIterator = filterCollector.getIterator(ctx.ord);
+      if (filterIterator == null || filterIterator.cost() == 0) {

Review comment:
       I can add a comment explaining how I'm using the `BitSetIterator` here 
to capture both the bitset and the (exact) cardinality.




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