jpountz commented on code in PR #13636:
URL: https://github.com/apache/lucene/pull/13636#discussion_r1708936620


##########
lucene/core/src/java21/org/apache/lucene/internal/vectorization/MemorySegmentPostingDecodingUtil.java:
##########
@@ -0,0 +1,71 @@
+/*
+ * 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.nio.ByteOrder;
+import java.util.Optional;
+import jdk.incubator.vector.LongVector;
+import jdk.incubator.vector.VectorOperators;
+import jdk.incubator.vector.VectorSpecies;
+import org.apache.lucene.store.IndexInput;
+
+final class MemorySegmentPostingDecodingUtil extends PostingDecodingUtil {
+
+  static Optional<PostingDecodingUtil> wrap(IndexInput in, MemorySegment 
memorySegment) {
+    if (64 % LONG_SPECIES.length() != 0) {
+      // Required to meet PostingDecodingUtil's contract that we do not write 
entries past index 64
+      // for any `count` in 0..64.
+      return Optional.empty();
+    }
+    return Optional.of(new MemorySegmentPostingDecodingUtil(in, 
memorySegment));
+  }
+
+  private static final VectorSpecies<Long> LONG_SPECIES = 
VectorSpecies.ofPreferred(long.class);
+
+  private final IndexInput in;
+  private final MemorySegment memorySegment;
+
+  private MemorySegmentPostingDecodingUtil(IndexInput in, MemorySegment 
memorySegment) {
+    this.in = in;
+    this.memorySegment = memorySegment;
+  }
+
+  @Override
+  public void splitLongs(int count, long[] b, int bShift, long bMask, long[] 
c, long cMask)
+      throws IOException {
+    long offset = in.getFilePointer();
+    long endOffset = offset + count * Long.BYTES;
+    int i;
+    // Note: this loop may apply to more than `count` entries due to the width 
of the preferred
+    // species. But doing this is faster than handling the remainder with 
scalar code.
+    for (i = 0;
+        i < count;
+        i += LONG_SPECIES.length(), offset += LONG_SPECIES.length() * 
Long.BYTES) {
+      LongVector vector =
+          LongVector.fromMemorySegment(
+              LONG_SPECIES, memorySegment, offset, ByteOrder.LITTLE_ENDIAN);
+      vector
+          .lanewise(VectorOperators.LSHR, bShift)
+          .lanewise(VectorOperators.AND, bMask)
+          .intoArray(b, i);
+      vector.lanewise(VectorOperators.AND, cMask).intoArray(c, i);

Review Comment:
   I removed the padding by processing some values twice within the range. 
Benchmarks suggest comparable numbers to the ones that I was getting previously:
   
   ```
   Benchmark                                      (bpv)   Mode  Cnt   Score   
Error   Units
   PostingIndexInputBenchmark.decode                  5  thrpt   15  41.278 ± 
1.275  ops/us
   PostingIndexInputBenchmark.decode                  6  thrpt   15  43.173 ± 
0.534  ops/us
   PostingIndexInputBenchmark.decode                  7  thrpt   15  42.270 ± 
1.204  ops/us
   PostingIndexInputBenchmark.decode                  8  thrpt   15  47.889 ± 
2.962  ops/us
   PostingIndexInputBenchmark.decode                  9  thrpt   15  35.049 ± 
0.609  ops/us
   PostingIndexInputBenchmark.decode                 10  thrpt   15  38.714 ± 
0.367  ops/us
   PostingIndexInputBenchmark.decodeAndPrefixSum      5  thrpt   15  19.071 ± 
1.412  ops/us
   PostingIndexInputBenchmark.decodeAndPrefixSum      6  thrpt   15  20.228 ± 
0.467  ops/us
   PostingIndexInputBenchmark.decodeAndPrefixSum      7  thrpt   15  20.718 ± 
0.624  ops/us
   PostingIndexInputBenchmark.decodeAndPrefixSum      8  thrpt   15  21.001 ± 
0.164  ops/us
   PostingIndexInputBenchmark.decodeAndPrefixSum      9  thrpt   15  18.273 ± 
1.209  ops/us
   PostingIndexInputBenchmark.decodeAndPrefixSum     10  thrpt   15  17.666 ± 
0.393  ops/us
   ```



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