sgup432 commented on code in PR #16715:
URL: https://github.com/apache/lucene/pull/16715#discussion_r4125909076


##########
lucene/benchmark-jmh/src/java/org/apache/lucene/benchmark/jmh/SparseRequiredMustNotBenchmark.java:
##########
@@ -0,0 +1,188 @@
+/*
+ * 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.concurrent.TimeUnit;
+import org.apache.lucene.document.Document;
+import org.apache.lucene.document.Field;
+import org.apache.lucene.document.LongPoint;
+import org.apache.lucene.document.NumericDocValuesField;
+import org.apache.lucene.document.StringField;
+import org.apache.lucene.index.DirectoryReader;
+import org.apache.lucene.index.IndexReader;
+import org.apache.lucene.index.IndexWriter;
+import org.apache.lucene.index.IndexWriterConfig;
+import org.apache.lucene.index.Term;
+import org.apache.lucene.search.BooleanClause.Occur;
+import org.apache.lucene.search.BooleanQuery;
+import org.apache.lucene.search.IndexOrDocValuesQuery;
+import org.apache.lucene.search.IndexSearcher;
+import org.apache.lucene.search.Query;
+import org.apache.lucene.search.TermQuery;
+import org.apache.lucene.search.TotalHitCountCollectorManager;
+import org.apache.lucene.store.Directory;
+import org.apache.lucene.store.MMapDirectory;
+import org.apache.lucene.util.IOUtils;
+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;
+
+/**
+ * Compares MUST_NOT execution with sparse required queries.
+ *
+ * <p>The term, point and index-or-doc-values required queries match the same 
document IDs. The
+ * prohibited index-or-doc-values query matches all documents except one every 
128 documents.
+ */
+@State(Scope.Benchmark)
+@BenchmarkMode(Mode.Throughput)
+@OutputTimeUnit(TimeUnit.SECONDS)
+@Warmup(iterations = 3, time = 3)
+@Measurement(iterations = 5, time = 5)
+@Fork(
+    value = 1,
+    warmups = 1,
+    jvmArgsAppend = {"-Xmx4g", "-Xms4g", "-XX:+AlwaysPreTouch"})
+public class SparseRequiredMustNotBenchmark {

Review Comment:
   I think we can probably skip to merge this micro-benchmark, doesn't seem 
useful beyond this PR.



##########
lucene/core/src/java/org/apache/lucene/search/BooleanScorerSupplier.java:
##########
@@ -238,11 +238,21 @@ BulkScorer booleanScorer() throws IOException {
     if (positiveScorer == null) {
       return null;
     }
+
     final long positiveScorerCost = positiveScorer.cost();
 
+    // Benchmarks from #16715 show a crossover around 0.3%: sparse required 
clauses are

Review Comment:
   Maybe rephrase this comment better? Remove the "Benchmarks from #16715 "  
part and just have the reason as to why we chose 0.3% as our threshold for 
choosing ExclScorer, and beyond that choose BulkExclScorer.
   



##########
lucene/CHANGES.txt:
##########
@@ -529,6 +535,8 @@ Optimizations
 
 * GITHUB#16669: Use intoBitSet to speed up ReqExclBulkScorer with dense 
exclusions. (Ke Wei)
 
+* GITHUB#16715: Use unbounded lead cost for prohibited clauses. (Ke Wei)

Review Comment:
   Now with the recent change, maybe change this to something like "Optimize 
MUST_NOT scoring based on required-clause selectivity." ?



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