atomic-storage: remove type dependency at segment level I/O
[controller.git] / opendaylight / md-sal / sal-akka-raft / src / test / java / org / opendaylight / controller / cluster / raft / ReplicationAndSnapshotsWithLaggingFollowerIntegrationTest.java
1 /*
2  * Copyright (c) 2015 Brocade Communications Systems, Inc. and others.  All rights reserved.
3  *
4  * This program and the accompanying materials are made available under the
5  * terms of the Eclipse Public License v1.0 which accompanies this distribution,
6  * and is available at http://www.eclipse.org/legal/epl-v10.html
7  */
8 package org.opendaylight.controller.cluster.raft;
9
10 import static org.junit.Assert.assertEquals;
11 import static org.junit.Assert.assertFalse;
12 import static org.junit.Assert.assertNotNull;
13 import static org.junit.Assert.assertNull;
14 import static org.junit.Assert.assertTrue;
15
16 import akka.actor.ActorRef;
17 import akka.persistence.SaveSnapshotSuccess;
18 import com.google.common.util.concurrent.Uninterruptibles;
19 import java.util.List;
20 import java.util.Map;
21 import java.util.Set;
22 import java.util.concurrent.TimeUnit;
23 import org.apache.commons.lang3.SerializationUtils;
24 import org.eclipse.jdt.annotation.Nullable;
25 import org.junit.Test;
26 import org.opendaylight.controller.cluster.raft.MockRaftActorContext.MockPayload;
27 import org.opendaylight.controller.cluster.raft.base.messages.ApplySnapshot;
28 import org.opendaylight.controller.cluster.raft.base.messages.ApplyState;
29 import org.opendaylight.controller.cluster.raft.base.messages.CaptureSnapshot;
30 import org.opendaylight.controller.cluster.raft.behaviors.AbstractLeader;
31 import org.opendaylight.controller.cluster.raft.messages.AppendEntries;
32 import org.opendaylight.controller.cluster.raft.messages.AppendEntriesReply;
33 import org.opendaylight.controller.cluster.raft.messages.InstallSnapshot;
34 import org.opendaylight.controller.cluster.raft.messages.InstallSnapshotReply;
35 import org.opendaylight.controller.cluster.raft.messages.RequestVoteReply;
36 import org.opendaylight.controller.cluster.raft.persisted.ApplyJournalEntries;
37 import org.opendaylight.controller.cluster.raft.persisted.ServerConfigurationPayload;
38 import org.opendaylight.controller.cluster.raft.persisted.ServerInfo;
39 import org.opendaylight.controller.cluster.raft.persisted.SimpleReplicatedLogEntry;
40 import org.opendaylight.controller.cluster.raft.persisted.Snapshot;
41 import org.opendaylight.controller.cluster.raft.persisted.UpdateElectionTerm;
42 import org.opendaylight.controller.cluster.raft.utils.InMemoryJournal;
43 import org.opendaylight.controller.cluster.raft.utils.InMemorySnapshotStore;
44 import org.opendaylight.controller.cluster.raft.utils.MessageCollectorActor;
45
46 /**
47  * Tests replication and snapshots end-to-end using real RaftActors and behavior communication with a
48  * lagging follower.
49  *
50  * @author Thomas Pantelis
51  */
52 public class ReplicationAndSnapshotsWithLaggingFollowerIntegrationTest extends AbstractRaftActorIntegrationTest {
53
54     private void setup() {
55         leaderId = factory.generateActorId("leader");
56         follower1Id = factory.generateActorId("follower");
57         follower2Id = factory.generateActorId("follower");
58
59         // Setup the persistent journal for the leader - just an election term and no journal/snapshots.
60         InMemoryJournal.addEntry(leaderId, 1, new UpdateElectionTerm(initialTerm, leaderId));
61
62         // Create the leader and 2 follower actors.
63         follower1Actor = newTestRaftActor(follower1Id, Map.of(leaderId, testActorPath(leaderId),
64                 follower2Id, testActorPath(follower2Id)), newFollowerConfigParams());
65
66         follower2Actor = newTestRaftActor(follower2Id, Map.of(leaderId, testActorPath(leaderId),
67                 follower1Id, testActorPath(follower1Id)), newFollowerConfigParams());
68
69         Map<String, String> leaderPeerAddresses = Map.of(
70                 follower1Id, follower1Actor.path().toString(),
71                 follower2Id, follower2Actor.path().toString());
72
73         leaderConfigParams = newLeaderConfigParams();
74         leaderActor = newTestRaftActor(leaderId, leaderPeerAddresses, leaderConfigParams);
75
76         waitUntilLeader(leaderActor);
77
78         leaderContext = leaderActor.underlyingActor().getRaftActorContext();
79         leader = leaderActor.underlyingActor().getCurrentBehavior();
80
81         follower1Context = follower1Actor.underlyingActor().getRaftActorContext();
82         follower1 = follower1Actor.underlyingActor().getCurrentBehavior();
83
84         follower2Context = follower2Actor.underlyingActor().getRaftActorContext();
85         follower2 = follower2Actor.underlyingActor().getCurrentBehavior();
86
87         currentTerm = leaderContext.getTermInformation().getCurrentTerm();
88         assertTrue("Current term > " + initialTerm, currentTerm > initialTerm);
89
90         leaderCollectorActor = leaderActor.underlyingActor().collectorActor();
91         follower1CollectorActor = follower1Actor.underlyingActor().collectorActor();
92         follower2CollectorActor = follower2Actor.underlyingActor().collectorActor();
93
94         testLog.info("Leader created and elected");
95     }
96
97     private void setupFollower2() {
98         follower2Actor = newTestRaftActor(follower2Id, Map.of(leaderId, testActorPath(leaderId),
99                 follower1Id, testActorPath(follower1Id)), newFollowerConfigParams());
100
101         follower2Context = follower2Actor.underlyingActor().getRaftActorContext();
102         follower2 = follower2Actor.underlyingActor().getCurrentBehavior();
103
104         follower2CollectorActor = follower2Actor.underlyingActor().collectorActor();
105     }
106
107     /**
108      * Send 2 payload instances with follower 2 lagging then resume the follower and verifies it gets
109      * caught up via AppendEntries.
110      */
111     @Test
112     public void testReplicationsWithLaggingFollowerCaughtUpViaAppendEntries() {
113         testLog.info("testReplicationsWithLaggingFollowerCaughtUpViaAppendEntries starting: sending 2 new payloads");
114
115         setup();
116
117         // Simulate lagging by dropping AppendEntries messages in follower 2.
118         follower2Actor.underlyingActor().startDropMessages(AppendEntries.class);
119
120         // Send the payloads.
121         MockPayload payload0 = sendPayloadData(leaderActor, "zero");
122         MockPayload payload1 = sendPayloadData(leaderActor, "one");
123
124         // Verify the leader got consensus and applies each log entry even though follower 2 didn't respond.
125         List<ApplyState> applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 2);
126         verifyApplyState(applyStates.get(0), leaderCollectorActor, payload0.toString(), currentTerm, 0, payload0);
127         verifyApplyState(applyStates.get(1), leaderCollectorActor, payload1.toString(), currentTerm, 1, payload1);
128
129         // Verify follower 1 applies each log entry.
130         applyStates = MessageCollectorActor.expectMatching(follower1CollectorActor, ApplyState.class, 2);
131         verifyApplyState(applyStates.get(0), null, null, currentTerm, 0, payload0);
132         verifyApplyState(applyStates.get(1), null, null, currentTerm, 1, payload1);
133
134         // Ensure there's at least 1 more heartbeat.
135         MessageCollectorActor.clearMessages(leaderCollectorActor);
136         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, AppendEntriesReply.class);
137
138         // The leader should not have performed fake snapshots to trim the log because the entries have not
139         // been replicated to follower 2.
140         assertEquals("Leader snapshot term", -1, leaderContext.getReplicatedLog().getSnapshotTerm());
141         assertEquals("Leader snapshot index", -1, leaderContext.getReplicatedLog().getSnapshotIndex());
142         assertEquals("Leader journal log size", 2, leaderContext.getReplicatedLog().size());
143         assertEquals("Leader journal last index", 1, leaderContext.getReplicatedLog().lastIndex());
144         assertEquals("Leader commit index", 1, leaderContext.getCommitIndex());
145         assertEquals("Leader last applied", 1, leaderContext.getLastApplied());
146         assertEquals("Leader replicatedToAllIndex", -1, leader.getReplicatedToAllIndex());
147
148         testLog.info(
149             "testReplicationsWithLaggingFollowerCaughtUpViaAppendEntries: new entries applied - resuming follower {}",
150             follower2Id);
151
152         // Now stop dropping AppendEntries in follower 2.
153         follower2Actor.underlyingActor().stopDropMessages(AppendEntries.class);
154
155         // Verify follower 2 applies each log entry.
156         applyStates = MessageCollectorActor.expectMatching(follower2CollectorActor, ApplyState.class, 2);
157         verifyApplyState(applyStates.get(0), null, null, currentTerm, 0, payload0);
158         verifyApplyState(applyStates.get(1), null, null, currentTerm, 1, payload1);
159
160         // Ensure there's at least 1 more heartbeat.
161         MessageCollectorActor.clearMessages(leaderCollectorActor);
162         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, AppendEntriesReply.class);
163
164         // The leader should now have performed fake snapshots to trim the log.
165         verifyLeadersTrimmedLog(1);
166
167         // Even though follower 2 lagged behind, the leader should not have tried to install a snapshot
168         // to catch it up because no snapshotting was done so the follower's next index was present in the log.
169         InstallSnapshot installSnapshot = MessageCollectorActor.getFirstMatching(follower2CollectorActor,
170                 InstallSnapshot.class);
171         assertNull("Follower 2 received unexpected InstallSnapshot", installSnapshot);
172
173         testLog.info("testReplicationsWithLaggingFollowerCaughtUpViaAppendEntries complete");
174     }
175
176     /**
177      * Send payloads to trigger a leader snapshot due to snapshotBatchCount reached with follower 2
178      * lagging but not enough for the leader to trim its log from the last applied index. Follower 2's log
179      * will be behind by several entries and, when it is resumed, it should be caught up via AppendEntries
180      * sent by the leader.
181      */
182     @Test
183     public void testLeaderSnapshotWithLaggingFollowerCaughtUpViaAppendEntries() {
184         testLog.info("testLeaderSnapshotWithLaggingFollowerCaughtUpViaAppendEntries starting");
185
186         setup();
187
188         sendInitialPayloadsReplicatedToAllFollowers("zero", "one");
189
190         // Configure follower 2 to drop messages and lag.
191         follower2Actor.underlyingActor().startDropMessages(AppendEntries.class);
192
193         // Send the first payload and verify it gets applied by the leader and follower 1.
194         MockPayload payload2 = sendPayloadData(leaderActor, "two");
195
196         ApplyState applyState = MessageCollectorActor.expectFirstMatching(leaderCollectorActor, ApplyState.class);
197         verifyApplyState(applyState, leaderCollectorActor, payload2.toString(), currentTerm, 2, payload2);
198
199         applyState = MessageCollectorActor.expectFirstMatching(follower1CollectorActor, ApplyState.class);
200         verifyApplyState(applyState, null, null, currentTerm, 2, payload2);
201
202         expSnapshotState.add(payload2);
203
204         MessageCollectorActor.clearMessages(leaderCollectorActor);
205         MessageCollectorActor.clearMessages(follower1CollectorActor);
206
207         // Send another payload - this should cause a snapshot due to snapshotBatchCount reached.
208         MockPayload payload3 = sendPayloadData(leaderActor, "three");
209
210         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
211
212         testLog.info("testLeaderSnapshotWithLaggingFollowerCaughtUpViaAppendEntries: sending 2 more payloads");
213
214         // Send 2 more payloads - not enough to trigger another snapshot.
215         MockPayload payload4 = sendPayloadData(leaderActor, "four");
216         MockPayload payload5 = sendPayloadData(leaderActor, "five");
217
218         // Verify the leader got consensus and applies each log entry even though follower 2 didn't respond.
219         List<ApplyState> applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 3);
220         verifyApplyState(applyStates.get(0), leaderCollectorActor, payload3.toString(), currentTerm, 3, payload3);
221         verifyApplyState(applyStates.get(1), leaderCollectorActor, payload4.toString(), currentTerm, 4, payload4);
222         verifyApplyState(applyStates.get(2), leaderCollectorActor, payload5.toString(), currentTerm, 5, payload5);
223
224         // Verify follower 1 applies each log entry.
225         applyStates = MessageCollectorActor.expectMatching(follower1CollectorActor, ApplyState.class, 3);
226         verifyApplyState(applyStates.get(0), null, null, currentTerm, 3, payload3);
227         verifyApplyState(applyStates.get(1), null, null, currentTerm, 4, payload4);
228         verifyApplyState(applyStates.get(2), null, null, currentTerm, 5, payload5);
229
230         // The snapshot should have caused the leader to advanced the snapshot index to the
231         // last previously applied index (1) that was replicated to all followers at the time of capture.
232         // Note: since the log size (3) did not exceed the snapshot batch count (4), the leader should not
233         // have trimmed the log to the last index actually applied (5).
234         assertEquals("Leader snapshot term", currentTerm, leaderContext.getReplicatedLog().getSnapshotTerm());
235         assertEquals("Leader snapshot index", 1, leaderContext.getReplicatedLog().getSnapshotIndex());
236         assertEquals("Leader journal log size", 4, leaderContext.getReplicatedLog().size());
237         assertEquals("Leader journal last index", 5, leaderContext.getReplicatedLog().lastIndex());
238         assertEquals("Leader commit index", 5, leaderContext.getCommitIndex());
239         assertEquals("Leader last applied", 5, leaderContext.getLastApplied());
240         assertEquals("Leader replicatedToAllIndex", 1, leader.getReplicatedToAllIndex());
241
242         // Now stop dropping AppendEntries in follower 2.
243         follower2Actor.underlyingActor().stopDropMessages(AppendEntries.class);
244
245         // Verify follower 2 applies each log entry. The leader should not install a snapshot b/c
246         // follower 2's next index (3) is still present in the log.
247         applyStates = MessageCollectorActor.expectMatching(follower2CollectorActor, ApplyState.class, 4);
248         verifyApplyState(applyStates.get(0), null, null, currentTerm, 2, payload2);
249         verifyApplyState(applyStates.get(1), null, null, currentTerm, 3, payload3);
250         verifyApplyState(applyStates.get(2), null, null, currentTerm, 4, payload4);
251         verifyApplyState(applyStates.get(3), null, null, currentTerm, 5, payload5);
252
253         // Verify the leader did not try to install a snapshot to catch up follower 2.
254         InstallSnapshot installSnapshot = MessageCollectorActor.getFirstMatching(follower2CollectorActor,
255                 InstallSnapshot.class);
256         assertNull("Follower 2 received unexpected InstallSnapshot", installSnapshot);
257
258         // Ensure there's at least 1 more heartbeat.
259         MessageCollectorActor.clearMessages(leaderCollectorActor);
260         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, AppendEntriesReply.class);
261
262         // The leader should now have performed fake snapshots to advance the snapshot index and to trim
263         // the log. In addition replicatedToAllIndex should've advanced.
264         verifyLeadersTrimmedLog(5);
265
266         // Verify the leader's persisted snapshot.
267         List<Snapshot> persistedSnapshots = InMemorySnapshotStore.getSnapshots(leaderId, Snapshot.class);
268         assertEquals("Persisted snapshots size", 1, persistedSnapshots.size());
269         verifySnapshot("Persisted", persistedSnapshots.get(0), currentTerm, 2, currentTerm, 3);
270         List<ReplicatedLogEntry> unAppliedEntry = persistedSnapshots.get(0).getUnAppliedEntries();
271         assertEquals("Persisted Snapshot getUnAppliedEntries size", 1, unAppliedEntry.size());
272         verifyReplicatedLogEntry(unAppliedEntry.get(0), currentTerm, 3, payload3);
273
274         // Verify follower 1's log and snapshot indexes.
275         MessageCollectorActor.clearMessages(follower1CollectorActor);
276         MessageCollectorActor.expectFirstMatching(follower1CollectorActor, AppendEntries.class);
277         verifyFollowersTrimmedLog(1, follower1Actor, 5);
278
279         // Verify follower 2's log and snapshot indexes.
280         MessageCollectorActor.clearMessages(follower2CollectorActor);
281         MessageCollectorActor.expectFirstMatching(follower2CollectorActor, AppendEntries.class);
282         verifyFollowersTrimmedLog(2, follower2Actor, 5);
283
284         MessageCollectorActor.clearMessages(leaderCollectorActor);
285         MessageCollectorActor.clearMessages(follower1CollectorActor);
286         MessageCollectorActor.clearMessages(follower2CollectorActor);
287
288         expSnapshotState.add(payload3);
289         expSnapshotState.add(payload4);
290         expSnapshotState.add(payload5);
291
292         testLog.info("testLeaderSnapshotWithLaggingFollowerCaughtUpViaAppendEntries complete");
293     }
294
295     /**
296      * Send payloads to trigger a leader snapshot due to snapshotBatchCount reached with follower 2
297      * lagging where the leader trims its log from the last applied index. Follower 2's log
298      * will be behind by several entries and, when it is resumed, it should be caught up via a snapshot
299      * installed by the leader.
300      */
301     @Test
302     public void testLeaderSnapshotWithLaggingFollowerCaughtUpViaInstallSnapshot() {
303         testLog.info("testLeaderSnapshotWithLaggingFollowerCaughtUpViaInstallSnapshot starting");
304
305         setup();
306
307         sendInitialPayloadsReplicatedToAllFollowers("zero", "one");
308
309         // Configure follower 2 to drop messages and lag.
310         follower2Actor.underlyingActor().startDropMessages(AppendEntries.class);
311
312         // Sleep for at least the election timeout interval so follower 2 is deemed inactive by the leader.
313         Uninterruptibles.sleepUninterruptibly(leaderConfigParams.getElectionTimeOutInterval().toMillis() + 5,
314                 TimeUnit.MILLISECONDS);
315
316         // Send 5 payloads - the second should cause a leader snapshot.
317         final MockPayload payload2 = sendPayloadData(leaderActor, "two");
318         final MockPayload payload3 = sendPayloadData(leaderActor, "three");
319         final MockPayload payload4 = sendPayloadData(leaderActor, "four");
320         final MockPayload payload5 = sendPayloadData(leaderActor, "five");
321         final MockPayload payload6 = sendPayloadData(leaderActor, "six");
322
323         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
324
325         // Verify the leader got consensus and applies each log entry even though follower 2 didn't respond.
326         List<ApplyState> applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 5);
327         verifyApplyState(applyStates.get(0), leaderCollectorActor, payload2.toString(), currentTerm, 2, payload2);
328         verifyApplyState(applyStates.get(2), leaderCollectorActor, payload4.toString(), currentTerm, 4, payload4);
329         verifyApplyState(applyStates.get(4), leaderCollectorActor, payload6.toString(), currentTerm, 6, payload6);
330
331         MessageCollectorActor.clearMessages(leaderCollectorActor);
332
333         testLog.info("testLeaderSnapshotWithLaggingFollowerCaughtUpViaInstallSnapshot: "
334                 + "sending 1 more payload to trigger second snapshot");
335
336         // Send another payload to trigger a second leader snapshot.
337         MockPayload payload7 = sendPayloadData(leaderActor, "seven");
338
339         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
340
341         ApplyState applyState = MessageCollectorActor.expectFirstMatching(leaderCollectorActor, ApplyState.class);
342         verifyApplyState(applyState, leaderCollectorActor, payload7.toString(), currentTerm, 7, payload7);
343
344         // Verify follower 1 applies each log entry.
345         applyStates = MessageCollectorActor.expectMatching(follower1CollectorActor, ApplyState.class, 6);
346         verifyApplyState(applyStates.get(0), null, null, currentTerm, 2, payload2);
347         verifyApplyState(applyStates.get(2), null, null, currentTerm, 4, payload4);
348         verifyApplyState(applyStates.get(5), null, null, currentTerm, 7, payload7);
349
350         // The snapshot should have caused the leader to advanced the snapshot index to the leader's last
351         // applied index (6) since the log size should have exceed the snapshot batch count (4).
352         // replicatedToAllIndex should remain at 1 since follower 2 is lagging.
353         verifyLeadersTrimmedLog(7, 1);
354
355         expSnapshotState.add(payload2);
356         expSnapshotState.add(payload3);
357         expSnapshotState.add(payload4);
358         expSnapshotState.add(payload5);
359         expSnapshotState.add(payload6);
360
361         MessageCollectorActor.clearMessages(leaderCollectorActor);
362         MessageCollectorActor.clearMessages(follower1CollectorActor);
363
364         // Send a server config change to test that the install snapshot includes the server config.
365
366         ServerConfigurationPayload serverConfig = new ServerConfigurationPayload(List.of(
367                 new ServerInfo(leaderId, true),
368                 new ServerInfo(follower1Id, false),
369                 new ServerInfo(follower2Id, false)));
370         leaderContext.updatePeerIds(serverConfig);
371         ((AbstractLeader)leader).updateMinReplicaCount();
372         leaderActor.tell(serverConfig, ActorRef.noSender());
373
374         applyState = MessageCollectorActor.expectFirstMatching(leaderCollectorActor, ApplyState.class);
375         verifyApplyState(applyState, leaderCollectorActor, "serverConfig", currentTerm, 8, serverConfig);
376
377         applyState = MessageCollectorActor.expectFirstMatching(follower1CollectorActor, ApplyState.class);
378         verifyApplyState(applyState, null, null, currentTerm, 8, serverConfig);
379
380         // Verify the leader's persisted snapshot.
381         List<Snapshot> persistedSnapshots = InMemorySnapshotStore.getSnapshots(leaderId, Snapshot.class);
382         assertEquals("Persisted snapshots size", 1, persistedSnapshots.size());
383         verifySnapshot("Persisted", persistedSnapshots.get(0), currentTerm, 6, currentTerm, 7);
384         List<ReplicatedLogEntry> unAppliedEntry = persistedSnapshots.get(0).getUnAppliedEntries();
385         assertEquals("Persisted Snapshot getUnAppliedEntries size", 1, unAppliedEntry.size());
386         verifyReplicatedLogEntry(unAppliedEntry.get(0), currentTerm, 7, payload7);
387
388         expSnapshotState.add(payload7);
389
390         verifyInstallSnapshotToLaggingFollower(8, serverConfig);
391
392         testLog.info("testLeaderSnapshotWithLaggingFollowerCaughtUpViaInstallSnapshot complete");
393     }
394
395     /**
396      * Tests whether the leader reattempts to send a snapshot when a follower crashes before replying with
397      * InstallSnapshotReply after the last chunk has been sent.
398      */
399     @Test
400     public void testLeaderInstallsSnapshotWithRestartedFollowerDuringSnapshotInstallation() throws Exception {
401         testLog.info("testLeaderInstallsSnapshotWithRestartedFollowerDuringSnapshotInstallation starting");
402
403         setup();
404
405         sendInitialPayloadsReplicatedToAllFollowers("zero", "one");
406
407         // Configure follower 2 to drop messages and lag.
408         follower2Actor.stop();
409
410         // Sleep for at least the election timeout interval so follower 2 is deemed inactive by the leader.
411         Uninterruptibles.sleepUninterruptibly(leaderConfigParams.getElectionTimeOutInterval().toMillis() + 5,
412                 TimeUnit.MILLISECONDS);
413
414         // Send 5 payloads - the second should cause a leader snapshot.
415         final MockPayload payload2 = sendPayloadData(leaderActor, "two");
416         final MockPayload payload3 = sendPayloadData(leaderActor, "three");
417         final MockPayload payload4 = sendPayloadData(leaderActor, "four");
418         final MockPayload payload5 = sendPayloadData(leaderActor, "five");
419         final MockPayload payload6 = sendPayloadData(leaderActor, "six");
420
421         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
422
423         // Verify the leader got consensus and applies each log entry even though follower 2 didn't respond.
424         List<ApplyState> applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 5);
425         verifyApplyState(applyStates.get(0), leaderCollectorActor, payload2.toString(), currentTerm, 2, payload2);
426         verifyApplyState(applyStates.get(2), leaderCollectorActor, payload4.toString(), currentTerm, 4, payload4);
427         verifyApplyState(applyStates.get(4), leaderCollectorActor, payload6.toString(), currentTerm, 6, payload6);
428
429         MessageCollectorActor.clearMessages(leaderCollectorActor);
430
431         testLog.info("testLeaderInstallsSnapshotWithRestartedFollowerDuringSnapshotInstallation: "
432                 + "sending 1 more payload to trigger second snapshot");
433
434         // Send another payload to trigger a second leader snapshot.
435         MockPayload payload7 = sendPayloadData(leaderActor, "seven");
436
437         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
438
439
440         ApplyState applyState = MessageCollectorActor.expectFirstMatching(leaderCollectorActor, ApplyState.class);
441         verifyApplyState(applyState, leaderCollectorActor, payload7.toString(), currentTerm, 7, payload7);
442
443         // Verify follower 1 applies each log entry.
444         applyStates = MessageCollectorActor.expectMatching(follower1CollectorActor, ApplyState.class, 6);
445         verifyApplyState(applyStates.get(0), null, null, currentTerm, 2, payload2);
446         verifyApplyState(applyStates.get(2), null, null, currentTerm, 4, payload4);
447         verifyApplyState(applyStates.get(5), null, null, currentTerm, 7, payload7);
448
449         leaderActor.underlyingActor()
450                 .startDropMessages(InstallSnapshotReply.class, reply -> reply.getChunkIndex() == 5);
451
452         setupFollower2();
453
454         MessageCollectorActor.expectMatching(follower2CollectorActor, InstallSnapshot.class, 1);
455
456         follower2Actor.stop();
457
458         // need to get rid of persistence for follower2
459         InMemorySnapshotStore.clearSnapshotsFor(follower2Id);
460
461         leaderActor.underlyingActor().stopDropMessages(InstallSnapshotReply.class);
462
463         MessageCollectorActor.clearMessages(follower2CollectorActor);
464         setupFollower2();
465
466         MessageCollectorActor.expectMatching(follower2CollectorActor, SaveSnapshotSuccess.class, 1);
467     }
468
469     /**
470      * Send payloads with follower 2 lagging with the last payload having a large enough size to trigger a
471      * leader snapshot such that the leader trims its log from the last applied index.. Follower 2's log will
472      * be behind by several entries and, when it is resumed, it should be caught up via a snapshot installed
473      * by the leader.
474      */
475     @Test
476     public void testLeaderSnapshotTriggeredByMemoryThresholdExceededWithLaggingFollower() {
477         testLog.info("testLeaderSnapshotTriggeredByMemoryThresholdExceededWithLaggingFollower starting");
478
479         snapshotBatchCount = 5;
480         setup();
481
482         sendInitialPayloadsReplicatedToAllFollowers("zero");
483
484         leaderActor.underlyingActor().setMockTotalMemory(1000);
485
486         // We'll expect a ReplicatedLogImplEntry message and an ApplyJournalEntries message added to the journal.
487         InMemoryJournal.addWriteMessagesCompleteLatch(leaderId, 2);
488
489         follower2Actor.underlyingActor().startDropMessages(AppendEntries.class);
490
491         // Sleep for at least the election timeout interval so follower 2 is deemed inactive by the leader.
492         Uninterruptibles.sleepUninterruptibly(leaderConfigParams.getElectionTimeOutInterval().toMillis() + 5,
493                 TimeUnit.MILLISECONDS);
494
495         // Send a payload with a large relative size but not enough to trigger a snapshot.
496         MockPayload payload1 = sendPayloadData(leaderActor, "one", 500);
497
498         // Verify the leader got consensus and applies the first log entry even though follower 2 didn't respond.
499         List<ApplyState> applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 1);
500         verifyApplyState(applyStates.get(0), leaderCollectorActor, payload1.toString(), currentTerm, 1, payload1);
501
502         // Wait for all the ReplicatedLogImplEntry and ApplyJournalEntries messages to be added to the journal
503         // before the snapshot so the snapshot sequence # will be higher to ensure the snapshot gets
504         // purged from the snapshot store after subsequent snapshots.
505         InMemoryJournal.waitForWriteMessagesComplete(leaderId);
506
507         // Verify a snapshot is not triggered.
508         CaptureSnapshot captureSnapshot = MessageCollectorActor.getFirstMatching(leaderCollectorActor,
509                 CaptureSnapshot.class);
510         assertNull("Leader received unexpected CaptureSnapshot", captureSnapshot);
511
512         expSnapshotState.add(payload1);
513
514         // Sleep for at least the election timeout interval so follower 2 is deemed inactive by the leader.
515         Uninterruptibles.sleepUninterruptibly(leaderConfigParams.getElectionTimeOutInterval().toMillis() + 5,
516                 TimeUnit.MILLISECONDS);
517
518         // Send another payload with a large enough relative size in combination with the last payload
519         // that exceeds the memory threshold (70% * 1000 = 700) - this should do a snapshot.
520         MockPayload payload2 = sendPayloadData(leaderActor, "two", 201);
521
522         // Verify the leader applies the last log entry.
523         applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 2);
524         verifyApplyState(applyStates.get(1), leaderCollectorActor, payload2.toString(), currentTerm, 2, payload2);
525
526         // Verify follower 1 applies each log entry.
527         applyStates = MessageCollectorActor.expectMatching(follower1CollectorActor, ApplyState.class, 2);
528         verifyApplyState(applyStates.get(0), null, null, currentTerm, 1, payload1);
529         verifyApplyState(applyStates.get(1), null, null, currentTerm, 2, payload2);
530
531         // A snapshot should've occurred - wait for it to complete.
532         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
533
534         // Because the snapshot was triggered by exceeding the memory threshold the leader should've advanced
535         // the snapshot index to the last applied index and trimmed the log even though the entries weren't
536         // replicated to all followers.
537         verifyLeadersTrimmedLog(2, 0);
538
539         // Verify the leader's persisted snapshot.
540         List<Snapshot> persistedSnapshots = InMemorySnapshotStore.getSnapshots(leaderId, Snapshot.class);
541         assertEquals("Persisted snapshots size", 1, persistedSnapshots.size());
542         verifySnapshot("Persisted", persistedSnapshots.get(0), currentTerm, 1, currentTerm, 2);
543         List<ReplicatedLogEntry> unAppliedEntry = persistedSnapshots.get(0).getUnAppliedEntries();
544         assertEquals("Persisted Snapshot getUnAppliedEntries size", 1, unAppliedEntry.size());
545         verifyReplicatedLogEntry(unAppliedEntry.get(0), currentTerm, 2, payload2);
546
547         expSnapshotState.add(payload2);
548
549         verifyInstallSnapshotToLaggingFollower(2L, null);
550
551         // Sends a payload with index 3.
552         verifyNoSubsequentSnapshotAfterMemoryThresholdExceededSnapshot();
553
554         // Sends 3 payloads with indexes 4, 5 and 6.
555         long leadersSnapshotIndexOnRecovery = verifyReplicationsAndSnapshotWithNoLaggingAfterInstallSnapshot();
556
557         // Recover the leader from persistence and verify.
558         long leadersLastIndexOnRecovery = 6;
559
560         long leadersFirstJournalEntryIndexOnRecovery = leadersSnapshotIndexOnRecovery + 1;
561
562         verifyLeaderRecoveryAfterReinstatement(leadersLastIndexOnRecovery, leadersSnapshotIndexOnRecovery,
563                 leadersFirstJournalEntryIndexOnRecovery);
564
565         testLog.info("testLeaderSnapshotTriggeredByMemoryThresholdExceeded ending");
566     }
567
568     /**
569      * Send another payload to verify another snapshot is not done since the last snapshot trimmed the
570      * first log entry so the memory threshold should not be exceeded.
571      */
572     private void verifyNoSubsequentSnapshotAfterMemoryThresholdExceededSnapshot() {
573         ApplyState applyState;
574         CaptureSnapshot captureSnapshot;
575
576         MockPayload payload3 = sendPayloadData(leaderActor, "three");
577
578         // Verify the leader applies the state.
579         applyState = MessageCollectorActor.expectFirstMatching(leaderCollectorActor, ApplyState.class);
580         verifyApplyState(applyState, leaderCollectorActor, payload3.toString(), currentTerm, 3, payload3);
581
582         captureSnapshot = MessageCollectorActor.getFirstMatching(leaderCollectorActor, CaptureSnapshot.class);
583         assertNull("Leader received unexpected CaptureSnapshot", captureSnapshot);
584
585         // Verify the follower 1 applies the state.
586         applyState = MessageCollectorActor.expectFirstMatching(follower1CollectorActor, ApplyState.class);
587         verifyApplyState(applyState, null, null, currentTerm, 3, payload3);
588
589         // Verify the follower 2 applies the state.
590         applyState = MessageCollectorActor.expectFirstMatching(follower2CollectorActor, ApplyState.class);
591         verifyApplyState(applyState, null, null, currentTerm, 3, payload3);
592
593         // Verify the leader's state.
594         verifyLeadersTrimmedLog(3);
595
596         // Verify follower 1's state.
597         verifyFollowersTrimmedLog(1, follower1Actor, 3);
598
599         // Verify follower 2's state.
600         verifyFollowersTrimmedLog(2, follower2Actor, 3);
601
602         // Revert back to JVM total memory.
603         leaderActor.underlyingActor().setMockTotalMemory(0);
604
605         MessageCollectorActor.clearMessages(leaderCollectorActor);
606         MessageCollectorActor.clearMessages(follower1CollectorActor);
607         MessageCollectorActor.clearMessages(follower2CollectorActor);
608
609         expSnapshotState.add(payload3);
610     }
611
612     /**
613      * Resume the lagging follower 2 and verify it receives an install snapshot from the leader.
614      */
615     private void verifyInstallSnapshotToLaggingFollower(final long lastAppliedIndex,
616             final @Nullable ServerConfigurationPayload expServerConfig) {
617         testLog.info("verifyInstallSnapshotToLaggingFollower starting");
618
619         MessageCollectorActor.clearMessages(leaderCollectorActor);
620
621         // Now stop dropping AppendEntries in follower 2.
622         follower2Actor.underlyingActor().stopDropMessages(AppendEntries.class);
623
624
625         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
626
627         // Verify the leader's persisted snapshot. The previous snapshot (currently) won't be deleted from
628         // the snapshot store because the second snapshot was initiated by the follower install snapshot and
629         // not because the batch count was reached so the persisted journal sequence number wasn't advanced
630         // far enough to cause the previous snapshot to be deleted. This is because
631         // RaftActor#trimPersistentData subtracts the snapshotBatchCount from the snapshot's sequence number.
632         // This is OK - the next snapshot should delete it. In production, even if the system restarted
633         // before another snapshot, they would both get applied which wouldn't hurt anything.
634         List<Snapshot> persistedSnapshots = InMemorySnapshotStore.getSnapshots(leaderId, Snapshot.class);
635         assertFalse("Expected at least 1 persisted snapshots", persistedSnapshots.isEmpty());
636         Snapshot persistedSnapshot = persistedSnapshots.get(persistedSnapshots.size() - 1);
637         verifySnapshot("Persisted", persistedSnapshot, currentTerm, lastAppliedIndex, currentTerm, lastAppliedIndex);
638         List<ReplicatedLogEntry> unAppliedEntry = persistedSnapshot.getUnAppliedEntries();
639         assertEquals("Persisted Snapshot getUnAppliedEntries size", 0, unAppliedEntry.size());
640
641         int snapshotSize = SerializationUtils.serialize(persistedSnapshot.getState()).length;
642         final int expTotalChunks = snapshotSize / MAXIMUM_MESSAGE_SLICE_SIZE
643                 + (snapshotSize % MAXIMUM_MESSAGE_SLICE_SIZE > 0 ? 1 : 0);
644
645         InstallSnapshot installSnapshot = MessageCollectorActor.expectFirstMatching(follower2CollectorActor,
646                 InstallSnapshot.class);
647         assertEquals("InstallSnapshot getTerm", currentTerm, installSnapshot.getTerm());
648         assertEquals("InstallSnapshot getLeaderId", leaderId, installSnapshot.getLeaderId());
649         assertEquals("InstallSnapshot getChunkIndex", 1, installSnapshot.getChunkIndex());
650         assertEquals("InstallSnapshot getTotalChunks", expTotalChunks, installSnapshot.getTotalChunks());
651         assertEquals("InstallSnapshot getLastIncludedTerm", currentTerm, installSnapshot.getLastIncludedTerm());
652         assertEquals("InstallSnapshot getLastIncludedIndex", lastAppliedIndex, installSnapshot.getLastIncludedIndex());
653         //assertArrayEquals("InstallSnapshot getData", snapshot, installSnapshot.getData().toByteArray());
654
655         List<InstallSnapshotReply> installSnapshotReplies = MessageCollectorActor.expectMatching(
656                 leaderCollectorActor, InstallSnapshotReply.class, expTotalChunks);
657         int index = 1;
658         for (InstallSnapshotReply installSnapshotReply: installSnapshotReplies) {
659             assertEquals("InstallSnapshotReply getTerm", currentTerm, installSnapshotReply.getTerm());
660             assertEquals("InstallSnapshotReply getChunkIndex", index++, installSnapshotReply.getChunkIndex());
661             assertEquals("InstallSnapshotReply getFollowerId", follower2Id, installSnapshotReply.getFollowerId());
662             assertTrue("InstallSnapshotReply isSuccess", installSnapshotReply.isSuccess());
663         }
664
665         // Verify follower 2 applies the snapshot.
666         ApplySnapshot applySnapshot = MessageCollectorActor.expectFirstMatching(follower2CollectorActor,
667                 ApplySnapshot.class);
668         verifySnapshot("Follower 2", applySnapshot.getSnapshot(), currentTerm, lastAppliedIndex, currentTerm,
669                 lastAppliedIndex);
670         assertEquals("Persisted Snapshot getUnAppliedEntries size", 0,
671                 applySnapshot.getSnapshot().getUnAppliedEntries().size());
672
673         // Wait for the snapshot to complete.
674         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
675
676         // Ensure there's at least 1 more heartbeat.
677         MessageCollectorActor.clearMessages(leaderCollectorActor);
678         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, AppendEntriesReply.class);
679
680         // The leader should now have performed fake snapshots to advance the snapshot index and to trim
681         // the log. In addition replicatedToAllIndex should've advanced.
682         verifyLeadersTrimmedLog(lastAppliedIndex);
683
684         if (expServerConfig != null) {
685             Set<ServerInfo> expServerInfo = Set.copyOf(expServerConfig.getServerConfig());
686             assertEquals("Leader snapshot server config", expServerInfo,
687                 Set.copyOf(persistedSnapshot.getServerConfiguration().getServerConfig()));
688
689             assertEquals("Follower 2 snapshot server config", expServerInfo,
690                 Set.copyOf(applySnapshot.getSnapshot().getServerConfiguration().getServerConfig()));
691
692             ServerConfigurationPayload follower2ServerConfig = follower2Context.getPeerServerInfo(true);
693             assertNotNull("Follower 2 server config is null", follower2ServerConfig);
694
695             assertEquals("Follower 2 server config", expServerInfo,
696                 Set.copyOf(follower2ServerConfig.getServerConfig()));
697         }
698
699         MessageCollectorActor.clearMessages(leaderCollectorActor);
700         MessageCollectorActor.clearMessages(follower1CollectorActor);
701         MessageCollectorActor.clearMessages(follower2CollectorActor);
702
703         testLog.info("verifyInstallSnapshotToLaggingFollower complete");
704     }
705
706     /**
707      * Do another round of payloads and snapshot to verify replicatedToAllIndex gets back on track and
708      * snapshots works as expected after doing a follower snapshot. In this step we don't lag a follower.
709      */
710     private long verifyReplicationsAndSnapshotWithNoLaggingAfterInstallSnapshot() {
711         testLog.info(
712                 "verifyReplicationsAndSnapshotWithNoLaggingAfterInstallSnapshot starting: replicatedToAllIndex: {}",
713                 leader.getReplicatedToAllIndex());
714
715         // Send another payload - a snapshot should occur.
716         MockPayload payload4 = sendPayloadData(leaderActor, "four");
717
718         // Wait for the snapshot to complete.
719         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, SaveSnapshotSuccess.class);
720
721         ApplyState applyState = MessageCollectorActor.expectFirstMatching(leaderCollectorActor, ApplyState.class);
722         verifyApplyState(applyState, leaderCollectorActor, payload4.toString(), currentTerm, 4, payload4);
723
724         // Verify the leader's last persisted snapshot (previous ones may not be purged yet).
725         List<Snapshot> persistedSnapshots = InMemorySnapshotStore.getSnapshots(leaderId, Snapshot.class);
726         Snapshot persistedSnapshot = persistedSnapshots.get(persistedSnapshots.size() - 1);
727         // The last (fourth) payload may or may not have been applied when the snapshot is captured depending on the
728         // timing when the async persistence completes.
729         List<ReplicatedLogEntry> unAppliedEntry = persistedSnapshot.getUnAppliedEntries();
730         long leadersSnapshotIndex;
731         if (unAppliedEntry.isEmpty()) {
732             leadersSnapshotIndex = 4;
733             expSnapshotState.add(payload4);
734             verifySnapshot("Persisted", persistedSnapshot, currentTerm, 4, currentTerm, 4);
735         } else {
736             leadersSnapshotIndex = 3;
737             verifySnapshot("Persisted", persistedSnapshot, currentTerm, 3, currentTerm, 4);
738             assertEquals("Persisted Snapshot getUnAppliedEntries size", 1, unAppliedEntry.size());
739             verifyReplicatedLogEntry(unAppliedEntry.get(0), currentTerm, 4, payload4);
740             expSnapshotState.add(payload4);
741         }
742
743         // Send a couple more payloads.
744         MockPayload payload5 = sendPayloadData(leaderActor, "five");
745         MockPayload payload6 = sendPayloadData(leaderActor, "six");
746
747         // Verify the leader applies the 2 log entries.
748         List<ApplyState> applyStates = MessageCollectorActor.expectMatching(leaderCollectorActor, ApplyState.class, 3);
749         verifyApplyState(applyStates.get(1), leaderCollectorActor, payload5.toString(), currentTerm, 5, payload5);
750         verifyApplyState(applyStates.get(2), leaderCollectorActor, payload6.toString(), currentTerm, 6, payload6);
751
752         // Verify the leader applies a log entry for at least the last entry index.
753         verifyApplyJournalEntries(leaderCollectorActor, 6);
754
755         // Ensure there's at least 1 more heartbeat to trim the log.
756         MessageCollectorActor.clearMessages(leaderCollectorActor);
757         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, AppendEntriesReply.class);
758
759         // Verify the leader's final state.
760         verifyLeadersTrimmedLog(6);
761
762         InMemoryJournal.dumpJournal(leaderId);
763
764         // Verify the leaders's persisted journal log - it should only contain the last 2 ReplicatedLogEntries
765         // added after the snapshot as the persisted journal should've been purged to the snapshot
766         // sequence number.
767         verifyPersistedJournal(leaderId, List.of(
768             new SimpleReplicatedLogEntry(5, currentTerm, payload5),
769             new SimpleReplicatedLogEntry(6, currentTerm, payload6)));
770
771         // Verify the leaders's persisted journal contains an ApplyJournalEntries for at least the last entry index.
772         List<ApplyJournalEntries> persistedApplyJournalEntries =
773                 InMemoryJournal.get(leaderId, ApplyJournalEntries.class);
774         boolean found = false;
775         for (ApplyJournalEntries entry: persistedApplyJournalEntries) {
776             if (entry.getToIndex() == 6) {
777                 found = true;
778                 break;
779             }
780         }
781
782         assertTrue("ApplyJournalEntries with index 6 not found in leader's persisted journal", found);
783
784         // Verify follower 1 applies the 3 log entries.
785         applyStates = MessageCollectorActor.expectMatching(follower1CollectorActor, ApplyState.class, 3);
786         verifyApplyState(applyStates.get(0), null, null, currentTerm, 4, payload4);
787         verifyApplyState(applyStates.get(1), null, null, currentTerm, 5, payload5);
788         verifyApplyState(applyStates.get(2), null, null, currentTerm, 6, payload6);
789
790         // Verify follower 1's log state.
791         verifyFollowersTrimmedLog(1, follower1Actor, 6);
792
793         // Verify follower 2 applies the 3 log entries.
794         applyStates = MessageCollectorActor.expectMatching(follower2CollectorActor, ApplyState.class, 3);
795         verifyApplyState(applyStates.get(0), null, null, currentTerm, 4, payload4);
796         verifyApplyState(applyStates.get(1), null, null, currentTerm, 5, payload5);
797         verifyApplyState(applyStates.get(2), null, null, currentTerm, 6, payload6);
798
799         // Verify follower 2's log state.
800         verifyFollowersTrimmedLog(2, follower2Actor, 6);
801
802         expSnapshotState.add(payload5);
803         expSnapshotState.add(payload6);
804
805         testLog.info("verifyReplicationsAndSnapshotWithNoLaggingAfterInstallSnapshot ending");
806
807         return leadersSnapshotIndex;
808     }
809
810     /**
811      * Kill the leader actor, reinstate it and verify the recovered journal.
812      */
813     private void verifyLeaderRecoveryAfterReinstatement(final long lastIndex, final long snapshotIndex,
814             final long firstJournalEntryIndex) {
815         testLog.info("verifyLeaderRecoveryAfterReinstatement starting: lastIndex: {}, snapshotIndex: {}, "
816             + "firstJournalEntryIndex: {}", lastIndex, snapshotIndex, firstJournalEntryIndex);
817
818         killActor(leaderActor);
819
820         leaderActor = newTestRaftActor(leaderId, peerAddresses, leaderConfigParams);
821         TestRaftActor testRaftActor = leaderActor.underlyingActor();
822
823         testRaftActor.startDropMessages(RequestVoteReply.class);
824
825         leaderContext = testRaftActor.getRaftActorContext();
826
827         testRaftActor.waitForRecoveryComplete();
828
829         int logSize = (int) (expSnapshotState.size() - firstJournalEntryIndex);
830         assertEquals("Leader snapshot term", currentTerm, leaderContext.getReplicatedLog().getSnapshotTerm());
831         assertEquals("Leader snapshot index", snapshotIndex, leaderContext.getReplicatedLog().getSnapshotIndex());
832         assertEquals("Leader journal log size", logSize, leaderContext.getReplicatedLog().size());
833         assertEquals("Leader journal last index", lastIndex, leaderContext.getReplicatedLog().lastIndex());
834         assertEquals("Leader commit index", lastIndex, leaderContext.getCommitIndex());
835         assertEquals("Leader last applied", lastIndex, leaderContext.getLastApplied());
836
837         for (long i = firstJournalEntryIndex; i < expSnapshotState.size(); i++) {
838             verifyReplicatedLogEntry(leaderContext.getReplicatedLog().get(i), currentTerm, i,
839                     expSnapshotState.get((int) i));
840         }
841
842         assertEquals("Leader applied state", expSnapshotState, testRaftActor.getState());
843
844         testLog.info("verifyLeaderRecoveryAfterReinstatement ending");
845     }
846
847     private void sendInitialPayloadsReplicatedToAllFollowers(final String... data) {
848         // Send the payloads.
849         for (String d: data) {
850             expSnapshotState.add(sendPayloadData(leaderActor, d));
851         }
852
853         int numEntries = data.length;
854
855         // Verify the leader got consensus and applies each log entry even though follower 2 didn't respond.
856         final var leaderStates = MessageCollectorActor.expectMatching(leaderCollectorActor,
857             ApplyState.class, numEntries);
858         for (int i = 0; i < expSnapshotState.size(); i++) {
859             final MockPayload payload = expSnapshotState.get(i);
860             verifyApplyState(leaderStates.get(i), leaderCollectorActor, payload.toString(), currentTerm, i, payload);
861         }
862
863         // Verify follower 1 applies each log entry.
864         final var follower1States = MessageCollectorActor.expectMatching(follower1CollectorActor,
865             ApplyState.class, numEntries);
866         for (int i = 0; i < expSnapshotState.size(); i++) {
867             final MockPayload payload = expSnapshotState.get(i);
868             verifyApplyState(follower1States.get(i), null, null, currentTerm, i, payload);
869         }
870
871         // Verify follower 2 applies each log entry.
872         final var follower2States = MessageCollectorActor.expectMatching(follower2CollectorActor,
873             ApplyState.class, numEntries);
874         for (int i = 0; i < expSnapshotState.size(); i++) {
875             final MockPayload payload = expSnapshotState.get(i);
876             verifyApplyState(follower2States.get(i), null, null, currentTerm, i, payload);
877         }
878
879         // Ensure there's at least 1 more heartbeat.
880         MessageCollectorActor.clearMessages(leaderCollectorActor);
881         MessageCollectorActor.expectFirstMatching(leaderCollectorActor, AppendEntriesReply.class);
882
883         // The leader should have performed fake snapshots to trim the log to the last index replicated to
884         // all followers.
885         verifyLeadersTrimmedLog(numEntries - 1);
886
887         MessageCollectorActor.clearMessages(leaderCollectorActor);
888         MessageCollectorActor.clearMessages(follower1CollectorActor);
889         MessageCollectorActor.clearMessages(follower2CollectorActor);
890     }
891 }