romseygeek commented on code in PR #16160:
URL: https://github.com/apache/lucene/pull/16160#discussion_r3498293656


##########
lucene/benchmark-jmh/src/java/org/apache/lucene/benchmark/jmh/GcdDeltaRangeIntoBitSetBenchmark.java:
##########
@@ -0,0 +1,209 @@
+/*
+ * 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.benchmark.jmh;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Comparator;
+import java.util.Random;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Stream;
+import org.apache.lucene.document.Document;
+import org.apache.lucene.document.NumericDocValuesField;
+import org.apache.lucene.document.SortedNumericDocValuesField;
+import org.apache.lucene.index.DirectoryReader;
+import org.apache.lucene.index.IndexWriter;
+import org.apache.lucene.index.IndexWriterConfig;
+import org.apache.lucene.search.BooleanClause.Occur;
+import org.apache.lucene.search.BooleanQuery;
+import org.apache.lucene.search.IndexSearcher;
+import org.apache.lucene.search.MatchAllDocsQuery;
+import org.apache.lucene.search.Query;
+import org.apache.lucene.store.Directory;
+import org.apache.lucene.store.MMapDirectory;
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Fork;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Measurement;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.annotations.TearDown;
+import org.openjdk.jmh.annotations.Warmup;
+
+/** Benchmarks range queries over dense numeric doc values encoded as raw, 
delta, GCD, or both. */
+@State(Scope.Thread)
+@BenchmarkMode(Mode.Throughput)
+@OutputTimeUnit(TimeUnit.SECONDS)
+@Warmup(iterations = 3, time = 3)
+@Measurement(iterations = 5, time = 5)
+public class GcdDeltaRangeIntoBitSetBenchmark {
+
+  private static final String FIELD = "val";
+  private static final String NONE = "none";
+  private static final String DELTA_ONLY = "delta_only";
+  private static final String GCD_1000 = "gcd_1000";
+  private static final String GCD_100_DELTA = "gcd_100_delta";
+  private static final long DOMAIN = 10_000_000L;
+  private static final long DELTA = 1_700_000_000_000L;
+
+  private Directory dir;
+  private DirectoryReader reader;
+  private IndexSearcher searcher;
+  private Path path;
+  private Query query;
+
+  @Param({"1000000"})
+  public int numDocs;
+
+  @Param({NONE, DELTA_ONLY, GCD_1000, GCD_100_DELTA})
+  public String encoding;
+
+  @Param({"0.01", "0.1", "0.5"})
+  public double selectivity;
+
+  @Setup(Level.Trial)
+  public void setup() throws Exception {
+    path = Files.createTempDirectory("gcdDeltaRangeIntoBitSet");
+    dir = MMapDirectory.open(path);
+
+    Random random = new Random(0);
+    try (IndexWriter writer = new IndexWriter(dir, new IndexWriterConfig())) {
+      for (int i = 0; i < numDocs; i++) {
+        Document doc = new Document();
+        doc.add(NumericDocValuesField.indexedField(FIELD, 
valueForDoc(encoding, i, random)));
+        writer.addDocument(doc);
+      }
+      writer.forceMerge(1);
+    }
+
+    reader = DirectoryReader.open(dir);
+    searcher = new IndexSearcher(reader);
+    query = rangeQuery(encoding, selectivity);
+  }
+
+  private static long valueForDoc(String encoding, int doc, Random random) {
+    if (doc == 0) {
+      return minimumValue(encoding);
+    } else if (doc == 1 && encoding.equals(GCD_100_DELTA)) {
+      // Anchor entry.gcd to exactly 100 for the GCD_100_DELTA encoding: 
random multiples of 100
+      // could otherwise share a larger common factor under some seeds, which 
would change the
+      // shape of the encoded values and what the benchmark measures.
+      return DELTA + 100L;
+    }
+
+    long value = random.nextLong(0, DOMAIN);
+    switch (encoding) {
+      case NONE:
+        return value;
+      case DELTA_ONLY:
+        return DELTA + value;
+      case GCD_1000:
+        return value * 1_000L;
+      case GCD_100_DELTA:
+        return DELTA + value * 100L;
+      default:
+        throw new IllegalArgumentException("Unknown encoding: " + encoding);
+    }
+  }
+
+  private static long minimumValue(String encoding) {
+    switch (encoding) {
+      case NONE:
+      case GCD_1000:
+        return 0;
+      case DELTA_ONLY:
+      case GCD_100_DELTA:
+        return DELTA;
+      default:
+        throw new IllegalArgumentException("Unknown encoding: " + encoding);
+    }
+  }
+
+  private static Query rangeQuery(String encoding, double selectivity) {
+    long range = Math.max(1, (long) (DOMAIN * selectivity));
+    long min = (DOMAIN - range) / 2;
+    long max = min + range;
+    Query rangeQuery =
+        SortedNumericDocValuesField.newSlowRangeQuery(
+            FIELD, actualValue(encoding, min), actualValue(encoding, max));
+    return new BooleanQuery.Builder()
+        .add(new MatchAllDocsQuery(), Occur.FILTER)

Review Comment:
   This will get rewritten to just the plain rangeQuery so you might want to 
add something more selective to check that the DenseConjunction paths work 
correctly



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