ChrisHegarty commented on code in PR #13339:
URL: https://github.com/apache/lucene/pull/13339#discussion_r1589410048


##########
lucene/core/src/java21/org/apache/lucene/internal/vectorization/MemorySegmentByteVectorScorerSupplier.java:
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@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.lucene.internal.vectorization;
+
+import java.io.IOException;
+import java.lang.foreign.MemorySegment;
+import java.util.Optional;
+import org.apache.lucene.index.VectorSimilarityFunction;
+import org.apache.lucene.store.FilterIndexInput;
+import org.apache.lucene.store.IndexInput;
+import org.apache.lucene.store.MemorySegmentAccess;
+import org.apache.lucene.util.Bits;
+import org.apache.lucene.util.hnsw.RandomAccessVectorValues;
+import org.apache.lucene.util.hnsw.RandomVectorScorer;
+import org.apache.lucene.util.hnsw.RandomVectorScorerSupplier;
+
+/** A scorer of vectors whose element size is byte. */
+public abstract sealed class MemorySegmentByteVectorScorerSupplier
+    implements RandomVectorScorerSupplier, RandomVectorScorer
+    permits DotProductByteVectorScorerSupplier, 
EuclideanByteVectorScorerSupplier {
+  final int vectorByteSize;
+  final int dims;
+  final int maxOrd;
+  final IndexInput input;
+  final MemorySegmentAccess memorySegmentAccess;
+
+  final RandomAccessVectorValues values; // to support ordToDoc/getAcceptOrds
+  final byte[] scratch1, scratch2;
+
+  MemorySegment first;
+
+  /**
+   * Return an optional whose value, if present, is the scorer. Otherwise, an 
empty optional is
+   * returned.
+   */
+  public static Optional<MemorySegmentByteVectorScorerSupplier> create(
+      int dims,
+      int maxOrd,
+      int vectorByteSize,
+      VectorSimilarityFunction type,
+      IndexInput input,
+      RandomAccessVectorValues values) {
+    input = FilterIndexInput.unwrap(input);
+    if (!(input instanceof MemorySegmentAccess)) {
+      return Optional.empty();
+    }
+    checkInvariants(maxOrd, vectorByteSize, input);
+    return switch (type) {
+      case DOT_PRODUCT -> Optional.of(
+          new DotProductByteVectorScorerSupplier(dims, maxOrd, vectorByteSize, 
input, values));
+      case EUCLIDEAN -> Optional.of(
+          new EuclideanByteVectorScorerSupplier(dims, maxOrd, vectorByteSize, 
input, values));
+      case MAXIMUM_INNER_PRODUCT -> Optional.empty(); // TODO: implement 
MAXIMUM_INNER_PRODUCT
+      case COSINE -> Optional.empty(); // TODO: implement Cosine
+    };
+  }
+
+  MemorySegmentByteVectorScorerSupplier(
+      int dims, int maxOrd, int vectorByteSize, IndexInput input, 
RandomAccessVectorValues values) {

Review Comment:
   I cleaned this up a bit. It's probably ok now. But feel free to refactor it 
if you have a better idea, or just wanna make MemorySegmentIndexInput public.



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