anjy7 commented on code in PR #22669:
URL: https://github.com/apache/kafka/pull/22669#discussion_r3572559242


##########
raft/src/testFixtures/java/org/apache/kafka/raft/RaftClientBenchmarkContext.java:
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@@ -0,0 +1,277 @@
+/*
+ * 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.kafka.raft;
+
+import org.apache.kafka.common.Uuid;
+import org.apache.kafka.common.protocol.ApiKeys;
+import org.apache.kafka.raft.RaftClientTestContext.RaftProtocol;
+import org.apache.kafka.server.common.KRaftVersion;
+
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Optional;
+import java.util.concurrent.ThreadLocalRandom;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+
+public final class RaftClientBenchmarkContext {
+    // Standardized JMH iteration counts, shared by all raft benchmarks so 
every benchmark of a given
+    // mode is configured identically.
+
+    // SingleShotTime measures a single operation per iteration, so it needs 
many iterations to build
+    // a stable distribution.
+    public static final int SINGLE_SHOT_WARMUP_ITERATIONS = 50;
+    public static final int SINGLE_SHOT_MEASUREMENT_ITERATIONS = 30;
+    public static final int SINGLE_SHOT_FORKS = 5;
+
+    // AverageTime averages many operations within each timed iteration, so it 
needs fewer.
+    public static final int AVERAGE_TIME_WARMUP_ITERATIONS = 5;
+    public static final int AVERAGE_TIME_MEASUREMENT_ITERATIONS = 10;
+    public static final int AVERAGE_TIME_FORKS = 3;
+
+    // Default to the newest version of each (the highest-ordinal enum 
constant). Enum natural order
+    // is ordinal order, so this picks the last-declared constant; relies on 
the constants being
+    // declared oldest-to-newest, which avoids updating these when a new 
version is added.
+    public static final KRaftVersion DEFAULT_KRAFT_VERSION =
+        
Arrays.stream(KRaftVersion.values()).max(Comparator.naturalOrder()).orElseThrow();
+    public static final RaftProtocol DEFAULT_RAFT_PROTOCOL =
+        
Arrays.stream(RaftProtocol.values()).max(Comparator.naturalOrder()).orElseThrow();
+
+    private final RaftClientTestContext context;
+    private final MockLog log;
+    private final MockNetworkChannel channel;
+
+    private final ReplicaKey localKey;
+    private final List<ReplicaKey> startingVoters;
+    private final List<ReplicaKey> startingObservers;
+
+    // Each tracks one cumulative mock counter as a drainable delta against a 
baseline. The baseline is
+    // snapshotted at construction and re-baselined by zeroCountersOnSetup() 
at the end of benchmark setup.
+    private final DrainableCounter logFlushes;
+    private final DrainableCounter logReads;
+    private final DrainableCounter logTruncations;
+    private final DrainableCounter rpcRequestsSent;
+    private final DrainableCounter quorumStateWrites;
+    private final DrainableCounter quorumStateReads;
+
+    private RaftClientBenchmarkContext(
+        RaftClientTestContext context,
+        ReplicaKey localKey,
+        List<ReplicaKey> startingVoters,
+        List<ReplicaKey> startingObservers
+    ) {
+        this.context = context;
+        this.log = context.log;
+        this.channel = context.channel;
+        this.localKey = localKey;
+        this.startingVoters = List.copyOf(startingVoters);
+        this.startingObservers = List.copyOf(startingObservers);
+        this.logFlushes = new DrainableCounter(log::flushCount);
+        this.logReads = new DrainableCounter(log::readCount);
+        this.logTruncations = new DrainableCounter(log::truncationCount);
+        this.rpcRequestsSent = new DrainableCounter(channel::requestsSent);
+        this.quorumStateWrites = new 
DrainableCounter(context::quorumStateWriteCount);
+        this.quorumStateReads = new 
DrainableCounter(context::quorumStateReadCount);
+    }
+
+    /**
+     * Builds the local node as a voter in the Unattached state (a voter with 
no leader yet) in a
+     * {@code voterCount}-node cluster. The local node is a voter because only 
a voter can drive the
+     * measured operation {@link RaftClientTestContext#unattachedToLeader()} 
(on {@link #testContext()})
+     * — an Unattached &rarr; Leader election, a path observers cannot take. A 
single-voter cluster is
+     * rejected because such a node elects itself at initialization, before 
any measured poll.
+     */
+    public static RaftClientBenchmarkContext unattachedVoter(int voterCount) 
throws Exception {
+        return unattachedVoter(voterCount, DEFAULT_KRAFT_VERSION, 
DEFAULT_RAFT_PROTOCOL);
+    }
+
+    public static RaftClientBenchmarkContext unattachedVoter(
+        int voterCount,
+        KRaftVersion kraftVersion,
+        RaftProtocol raftProtocol
+    ) throws Exception {
+        if (voterCount < 2) {
+            throw new IllegalArgumentException("voterCount must be at least 2; 
a single voter self-elects at init");
+        }
+        List<ReplicaKey> voterKeys = replicaKeys(randomReplicaId(), 
voterCount);
+        ReplicaKey local = voterKeys.get(0);
+        return new RaftClientBenchmarkContext(
+            buildContext(local, voterKeys, kraftVersion, raftProtocol), local, 
voterKeys, List.of());
+    }
+
+    public static RaftClientBenchmarkContext leader(int voterCount) throws 
Exception {
+        return leader(voterCount, 0, DEFAULT_KRAFT_VERSION, 
DEFAULT_RAFT_PROTOCOL);
+    }
+
+    public static RaftClientBenchmarkContext leader(int voterCount, int 
observerCount) throws Exception {
+        return leader(voterCount, observerCount, DEFAULT_KRAFT_VERSION, 
DEFAULT_RAFT_PROTOCOL);
+    }
+
+    /**
+     * Builds a leader in a cluster of {@code voterCount} voters and {@code 
observerCount} observers.
+     */
+    public static RaftClientBenchmarkContext leader(
+        int voterCount,
+        int observerCount,
+        KRaftVersion kraftVersion,
+        RaftProtocol raftProtocol
+    ) throws Exception {

Review Comment:
   I dont think that would be right here because `context.unattachedToLeader()` 
throws `Exception`
   



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