## 测试 这些测试全面覆盖了Raft算法的核心功能,包括领导选举、日志复制、持久化、恢复、快照等,并在各种网络条件(可靠、不可靠)和故障情况(节点崩溃、网络分区)下进行测试,以确保算法的正确性和鲁棒性。 这些测试涵盖了Raft算法的多个关键方面。我将总结主要的测试类别和它们测试的具体内容: 领导选举 (2A) TestInitialElection2A: 测试初始选举是否能成功选出一个领导者 TestReElection2A: 测试网络故障后是否能重新选举领导者 TestManyElections2A: 测试在多次网络分区和重连后的选举 基本一致性和日志复制 (2B) TestBasicAgree2B: 测试基本的日志复制和提交 TestRPCBytes2B: 检查RPC通信效率 TestFailAgree2B: 测试部分节点断开连接时的一致性 TestFailNoAgree2B: 测试多数节点断开时无法达成一致 TestConcurrentStarts2B: 测试并发的日志条目提交 TestRejoin2B: 测试分区后重新加入的节点行为 TestBackup2B: 测试领导者如何处理落后的跟随者日志 TestCount2B: 检查RPC调用次数是否合理 持久化和恢复 (2C) TestPersist12C, TestPersist22C, TestPersist32C: 测试不同场景下的持久化和恢复 TestFigure82C: 模拟论文图8描述的复杂场景 TestUnreliableAgree2C: 在不可靠网络下测试一致性 TestFigure8Unreliable2C: 在不可靠网络下模拟图8场景 TestReliableChurn2C, TestUnreliableChurn2C: 测试频繁的配置变更 快照 (2D) TestSnapshotBasic2D: 测试基本的快照功能 TestSnapshotInstall2D: 测试安装快照(网络断开情况) TestSnapshotInstallUnreliable2D: 测试不可靠网络下安装快照 TestSnapshotInstallCrash2D: 测试节点崩溃时的快照安装 TestSnapshotInstallUnCrash2D: 测试不可靠网络和节点崩溃下的快照安装 ## 测试思路 ### 1. cfg - 创建多个 Raft 节点实例 - 控制节点间的通信(可以模拟网络分区、延迟等) - 启动和停止节点 - 检查节点的状态(如谁是领导者,当前的任期等) - 模拟客户端请求 - 验证一致性和正确性 ## 自己的测试结果 ```Java === RUN TestInitialElection2A Test (2A): initial election ... ... Passed -- 4.0 3 48 13764 0 --- PASS: TestInitialElection2A (4.03s) === RUN TestReElection2A Test (2A): election after network failure ... ... Passed -- 6.6 3 108 22958 0 --- PASS: TestReElection2A (6.59s) === RUN TestManyElections2A Test (2A): multiple elections ... ... Passed -- 7.0 7 346 79044 0 --- PASS: TestManyElections2A (6.98s) === RUN TestBasicAgree2B Test (2B): basic agreement ... ... Passed -- 1.5 3 16 4586 3 --- PASS: TestBasicAgree2B (1.47s) === RUN TestRPCBytes2B Test (2B): RPC byte count ... ... Passed -- 2.9 3 48 114550 11 --- PASS: TestRPCBytes2B (2.90s) === RUN TestFailAgree2B Test (2B): agreement despite follower disconnection ... ... Passed -- 7.0 3 80 22341 8 --- PASS: TestFailAgree2B (6.96s) === RUN TestFailNoAgree2B Test (2B): no agreement if too many followers disconnect ... ... Passed -- 4.3 5 125 29716 3 --- PASS: TestFailNoAgree2B (4.27s) === RUN TestConcurrentStarts2B Test (2B): concurrent Start()s ... ... Passed -- 1.5 3 12 3438 6 --- PASS: TestConcurrentStarts2B (1.53s) === RUN TestRejoin2B Test (2B): rejoin of partitioned leader ... ... Passed -- 6.5 3 127 30687 4 --- PASS: TestRejoin2B (6.50s) === RUN TestBackup2B Test (2B): leader backs up quickly over incorrect follower logs ... ... Passed -- 21.5 5 1388 1126823 102 --- PASS: TestBackup2B (21.53s) === RUN TestCount2B Test (2B): RPC counts aren't too high ... ... Passed -- 3.2 3 38 11397 12 --- PASS: TestCount2B (3.20s) === RUN TestPersist12C Test (2C): basic persistence ... ... Passed -- 7.5 3 99 24361 6 --- PASS: TestPersist12C (7.50s) === RUN TestPersist22C Test (2C): more persistence ... ... Passed -- 21.9 5 900 202916 16 --- PASS: TestPersist22C (21.88s) === RUN TestPersist32C Test (2C): partitioned leader and one follower crash, leader restarts ... ... Passed -- 3.1 3 33 8347 4 --- PASS: TestPersist32C (3.15s) === RUN TestFigure82C Test (2C): Figure 8 ... ... Passed -- 30.9 5 437 96545 20 --- PASS: TestFigure82C (30.94s) === RUN TestUnreliableAgree2C Test (2C): unreliable agreement ... ... Passed -- 3.6 5 368 125743 246 --- PASS: TestUnreliableAgree2C (3.63s) === RUN TestFigure8Unreliable2C Test (2C): Figure 8 (unreliable) ... ... Passed -- 31.8 5 2029 5839715 42 --- PASS: TestFigure8Unreliable2C (31.79s) === RUN TestReliableChurn2C Test (2C): churn ... ... Passed -- 16.7 5 5143 5749212 3067 --- PASS: TestReliableChurn2C (16.70s) === RUN TestUnreliableChurn2C Test (2C): unreliable churn ... ... Passed -- 16.2 5 1257 1044671 489 --- PASS: TestUnreliableChurn2C (16.15s) === RUN TestSnapshotBasic2D Test (2D): snapshots basic ... ... Passed -- 5.7 3 179 65036 251 --- PASS: TestSnapshotBasic2D (5.73s) === RUN TestSnapshotInstall2D Test (2D): install snapshots (disconnect) ... ... Passed -- 54.3 3 1046 287884 388 --- PASS: TestSnapshotInstall2D (54.34s) === RUN TestSnapshotInstallUnreliable2D Test (2D): install snapshots (disconnect+unreliable) ... ... Passed -- 59.8 3 1179 307241 366 --- PASS: TestSnapshotInstallUnreliable2D (59.83s) === RUN TestSnapshotInstallCrash2D Test (2D): install snapshots (crash) ... ... Passed -- 46.4 3 702 198750 399 --- PASS: TestSnapshotInstallCrash2D (46.39s) === RUN TestSnapshotInstallUnCrash2D Test (2D): install snapshots (unreliable+crash) ... ... Passed -- 49.0 3 760 205531 355 --- PASS: TestSnapshotInstallUnCrash2D (49.02s) PASS ``` 这些测试涵盖了Raft算法的多个关键方面。我将总结主要的测试类别和它们测试的具体内容: 1. 领导选举 (2A) - TestInitialElection2A: 测试初始选举是否能成功选出一个领导者 - TestReElection2A: 测试网络故障后是否能重新选举领导者 - TestManyElections2A: 测试在多次网络分区和重连后的选举 2. 基本一致性和日志复制 (2B) - TestBasicAgree2B: 测试基本的日志复制和提交 - TestRPCBytes2B: 检查RPC通信效率 - TestFailAgree2B: 测试部分节点断开连接时的一致性 - TestFailNoAgree2B: 测试多数节点断开时无法达成一致 - TestConcurrentStarts2B: 测试并发的日志条目提交 - TestRejoin2B: 测试分区后重新加入的节点行为 - TestBackup2B: 测试领导者如何处理落后的跟随者日志 - TestCount2B: 检查RPC调用次数是否合理 3. 持久化和恢复 (2C) - TestPersist12C, TestPersist22C, TestPersist32C: 测试不同场景下的持久化和恢复 - TestFigure82C: 模拟论文图8描述的复杂场景 - TestUnreliableAgree2C: 在不可靠网络下测试一致性 - TestFigure8Unreliable2C: 在不可靠网络下模拟图8场景 - TestReliableChurn2C, TestUnreliableChurn2C: 测试频繁的配置变更 4. 快照 (2D) - TestSnapshotBasic2D: 测试基本的快照功能 - TestSnapshotInstall2D: 测试安装快照(网络断开情况) - TestSnapshotInstallUnreliable2D: 测试不可靠网络下安装快照 - TestSnapshotInstallCrash2D: 测试节点崩溃时的快照安装 - TestSnapshotInstallUnCrash2D: 测试不可靠网络和节点崩溃下的快照安装