anton-vinogradov commented on PR #13325:
URL: https://github.com/apache/ignite/pull/13325#issuecomment-4876129178

   JMH benchmark used for the numbers in the description (not committed; drop 
into 
`modules/benchmarks/src/main/java/org/apache/ignite/internal/benchmarks/jmh/direct/`
 and build with `-Pbenchmarks`):
   
   ```java
   /*
    * 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.ignite.internal.benchmarks.jmh.direct;
   
   import java.nio.ByteBuffer;
   import java.util.HashMap;
   import java.util.Map;
   import java.util.Set;
   import java.util.UUID;
   import org.apache.ignite.internal.CoreMessagesProvider;
   import 
org.apache.ignite.internal.benchmarks.jmh.runner.JmhIdeBenchmarkRunner;
   import org.apache.ignite.internal.direct.DirectMessageReader;
   import org.apache.ignite.internal.direct.DirectMessageWriter;
   import 
org.apache.ignite.internal.managers.communication.IgniteMessageFactoryImpl;
   import 
org.apache.ignite.internal.processors.affinity.AffinityTopologyVersion;
   import 
org.apache.ignite.internal.processors.cache.distributed.dht.preloader.GridDhtPartitionsFullMessage;
   import 
org.apache.ignite.internal.processors.cache.distributed.dht.preloader.GroupPartitionIdPair;
   import org.apache.ignite.internal.util.typedef.internal.U;
   import org.apache.ignite.plugin.extensions.communication.Message;
   import org.apache.ignite.plugin.extensions.communication.MessageFactory;
   import 
org.apache.ignite.plugin.extensions.communication.MessageFactoryProvider;
   import org.openjdk.jmh.annotations.Benchmark;
   import org.openjdk.jmh.annotations.BenchmarkMode;
   import org.openjdk.jmh.annotations.Fork;
   import org.openjdk.jmh.annotations.Measurement;
   import org.openjdk.jmh.annotations.Param;
   import org.openjdk.jmh.annotations.Setup;
   import org.openjdk.jmh.annotations.State;
   import org.openjdk.jmh.annotations.Warmup;
   
   import static java.util.concurrent.TimeUnit.SECONDS;
   import static org.apache.ignite.marshaller.Marshallers.jdk;
   import static org.openjdk.jmh.annotations.Mode.Throughput;
   import static org.openjdk.jmh.annotations.Scope.Thread;
   
   /** Benchmarks the {@link DirectMessageReader} compressed-field hot path. */
   @State(Thread)
   @BenchmarkMode(Throughput)
   @Warmup(iterations = 5, time = 3, timeUnit = SECONDS)
   @Measurement(iterations = 5, time = 3, timeUnit = SECONDS)
   @Fork(1)
   public class JmhDirectMessageReaderBenchmark {
       /** */
       @Param({"30", "500"})
       private int entries;
   
       /** */
       private DirectMessageReader reader;
   
       /** Fully serialized compressed message, as received from the network. */
       private ByteBuffer buf;
   
       /** */
       public static void main(String[] args) throws Exception {
           JmhIdeBenchmarkRunner.create()
               .benchmarks(JmhDirectMessageReaderBenchmark.class.getName())
               .run();
       }
   
       /** */
       @Setup
       public void setup() {
           MessageFactory msgFactory = msgFactory();
   
           reader = new DirectMessageReader(msgFactory, null);
   
           Map<UUID, Map<GroupPartitionIdPair, Long>> partHistSuppliers = new 
HashMap<>();
           Map<UUID, Map<Integer, Set<Integer>>> partsToReload = new 
HashMap<>();
   
           for (int i = 0; i < entries; i++) {
               UUID nodeId = UUID.randomUUID();
   
               partHistSuppliers.put(nodeId, Map.of(new GroupPartitionIdPair(i, 
i + 1), i + 2L));
               partsToReload.put(nodeId, Map.of(i, Set.of(i + 1)));
           }
   
           GridDhtPartitionsFullMessage msg =
               new GridDhtPartitionsFullMessage(null, null, new 
AffinityTopologyVersion(0), partHistSuppliers, partsToReload);
   
           DirectMessageWriter writer = new DirectMessageWriter(msgFactory);
   
           buf = ByteBuffer.allocate(4 * 1024 * 1024);
   
           writer.setBuffer(buf);
   
           boolean finished = writer.writeMessage(msg, true);
   
           assert finished;
   
           buf.flip();
       }
   
       /** Exchange-style compressed message deserialization. */
       @Benchmark
       public Message compressedMessage() {
           buf.rewind();
   
           reader.setBuffer(buf);
   
           Message msg = reader.readMessage(true);
   
           reader.reset();
   
           return msg;
       }
   
       /** */
       private static MessageFactory msgFactory() {
           return new IgniteMessageFactoryImpl(new MessageFactoryProvider[]{
               new CoreMessagesProvider(jdk(), jdk(), U.gridClassLoader())});
       }
   }
   ```
   
   <details><summary>Full JMH output (master)</summary>
   
   ```
   JmhDirectMessageReaderBenchmark.compressedMessage                            
30  thrpt    5   15237,622 ± 34755,482   ops/s
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate              
30  thrpt    5     969,148 ±  2210,662  MB/sec
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate.norm         
30  thrpt    5   66704,169 ±     0,313    B/op
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.count                   
30  thrpt    5      16,000              counts
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.time                    
30  thrpt    5    1009,000                  ms
   JmhDirectMessageReaderBenchmark.compressedMessage                           
500  thrpt    5    4381,361 ±   306,078   ops/s
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate             
500  thrpt    5    2183,663 ±   152,540  MB/sec
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate.norm        
500  thrpt    5  522632,455 ±     0,030    B/op
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.count                  
500  thrpt    5      98,000              counts
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.time                   
500  thrpt    5     127,000                  ms
   ```
   </details>
   
   <details><summary>Full JMH output (patched)</summary>
   
   ```
   JmhDirectMessageReaderBenchmark.compressedMessage                            
30  thrpt    5  100917,005 ± 6158,924   ops/s
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate              
30  thrpt    5    2429,778 ±  148,288  MB/sec
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate.norm         
30  thrpt    5   25248,020 ±    0,001    B/op
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.count                   
30  thrpt    5     109,000             counts
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.time                    
30  thrpt    5      45,000                 ms
   JmhDirectMessageReaderBenchmark.compressedMessage                           
500  thrpt    5    5759,704 ±  464,057   ops/s
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate             
500  thrpt    5    2366,737 ±  190,712  MB/sec
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.alloc.rate.norm        
500  thrpt    5  430896,346 ±    0,032    B/op
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.count                  
500  thrpt    5     106,000             counts
   JmhDirectMessageReaderBenchmark.compressedMessage:gc.time                   
500  thrpt    5      42,000                 ms
   ```
   </details>
   


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