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