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seata 1.3 redis模式重构性能对比

2020年09月23日  | 移动技术网IT编程  | 我要评论
非官方数据,数据为尝试重构server端redis模式下,中间过程的测试数据。!!!测试目的比较server端redis模式下,全局锁及事务信息存储,使用string和hash两种数据结构的性能差异。此结果仅仅代表这一种场景下,和本人本地测试结果。场景较为极端,并发修改的三个库的数据均为相同的数据。场景为:order - > storage -> account分别修改数据为order insert 1条 - > storage 修改5条 -> account 修改1

!!!非官方数据,此压测数据为server端redis模式重构过程中,中间过程的测试数据。!!!
测试目的
测试server端redis模式下,全局锁及事务信息存储,使用string和hash两种数据结构的性能差异。以对部分代码重构提供参考依据。
声明:
本测试数据,受限测试机,服务器,中间件配置,以及场景,仅仅代表个人测试数据,不代表实际生产部署的性能。测试使用的部分代码来自于未被合并的代码!!!不具有稳定版本的性能参考意义。请复制黏贴党不要断章取义!
声明:
本测试数据,受限测试机,服务器,中间件配置,以及场景,仅仅代表个人测试数据,不代表实际生产部署的性能。测试使用的部分代码来自于未被合并的代码!!!不具有稳定版本的性能参考意义。请复制黏贴党不要断章取义!
场景为:
order - > storage -> account
每次请求修改数据为
order insert 1条 - > storage 修改5条 -> account 修改1条。
注意:storage表中只有5条数据,account表中1条数据。此测试场景,并发请求的数据完全相同,会造成严重的全局锁冲突,重试。
工具:jmeter
测试项目:springcloud-eureka-feign-mybatis-seata
版本:seata版本为1.3 redis存储模式,单独合并了此bugfix pr,超时时间60s,配置默认。
部署:seata 1.3 windows10本地启动
redis 阿里云 1核1G docker启动
mysql 阿里云 1核1G docker启动
结果:数据采用95%Line 3次平均值:
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1.业务链路正常测试数据

5并发

lock hash,session hash
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lock hash,session string
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lock string,session string
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mysql
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50并发

lock hash,session hash
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lock hash,session string
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lock string,session string
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mysql
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100并发

lock hash,session hash
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lock hash,session string
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lock string,session string

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mysql
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压测异常

redis模式下,压测过程主要异常如下:
io.seata.core.exception.BranchTransactionException: Global lock acquire failed xid = 100.64.20.95:8091:52520571292217344 branchId = 52520852440608769

22:19:07.035  INFO --- [       TxTimeoutCheck_1_1] i.s.s.coordinator.DefaultCoordinator     : Global transaction[100.64.20.95:8091:52520574958039040] is timeout and will be rollback.
22:19:07.049 ERROR --- [verHandlerThread_1_31_500] i.s.c.e.AbstractExceptionHandler         : Catch TransactionException while do RPC, request: xid=100.64.20.95:8091:52520571292217344,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
==>
io.seata.core.exception.BranchTransactionException: Global lock acquire failed xid = 100.64.20.95:8091:52520571292217344 branchId = 52520852440608769
	at io.seata.server.transaction.at.ATCore.branchSessionLock(ATCore.java:48)
	at io.seata.server.coordinator.AbstractCore.lambda$branchRegister$10(AbstractCore.java:77)
	at io.seata.server.storage.redis.session.RedisSessionManager.lockAndExecute(RedisSessionManager.java:194)
	at io.seata.server.session.SessionHolder.lockAndExecute(SessionHolder.java:275)
	at io.seata.server.coordinator.AbstractCore.branchRegister(AbstractCore.java:72)
	at io.seata.server.coordinator.DefaultCore.branchRegister(DefaultCore.java:97)
	at io.seata.server.coordinator.DefaultCoordinator.doBranchRegister(DefaultCoordinator.java:192)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:184)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:179)
	at io.seata.core.exception.AbstractExceptionHandler.exceptionHandleTemplate(AbstractExceptionHandler.java:116)
	at io.seata.server.AbstractTCInboundHandler.handle(AbstractTCInboundHandler.java:179)
	at io.seata.core.protocol.transaction.BranchRegisterRequest.handle(BranchRegisterRequest.java:136)
	at io.seata.server.coordinator.DefaultCoordinator.onRequest(DefaultCoordinator.java:427)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.onRequestMessage(ServerOnRequestProcessor.java:116)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.process(ServerOnRequestProcessor.java:77)
	at io.seata.core.rpc.netty.AbstractNettyRemoting.lambda$processMessage$2(AbstractNettyRemoting.java:265)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at io.netty.util.concurrent.FastThreadLocalRunnable.run(FastThreadLocalRunnable.java:30)
	at java.lang.Thread.run(Thread.java:745)
<==

22:19:07.105  INFO --- [       TxTimeoutCheck_1_1] i.s.s.coordinator.DefaultCoordinator     : Global transaction[100.64.20.95:8091:52520571720036352] is timeout and will be rollback.
22:19:07.106  INFO --- [verHandlerThread_1_30_500] io.seata.server.coordinator.DefaultCore  : Rollback global transaction successfully, xid = 100.64.20.95:8091:52520571195748352.

io.seata.core.exception.GlobalTransactionException: Could not register branch into global session xid = 100.64.20.95:8091:52520571598401536 status = TimeoutRollbacking while expecting Begin

22:19:09.724  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=100.64.20.95:8091:52520571598401536,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
,clientIp:100.64.20.95,vgroup:default
22:19:09.753  INFO --- [       TxTimeoutCheck_1_1] i.s.s.coordinator.DefaultCoordinator     : Global transaction[100.64.20.95:8091:52520571967500288] is timeout and will be rollback.
22:19:09.773 ERROR --- [verHandlerThread_1_46_500] i.s.c.e.AbstractExceptionHandler         : Catch TransactionException while do RPC, request: xid=100.64.20.95:8091:52520571598401536,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
==>
io.seata.core.exception.GlobalTransactionException: Could not register branch into global session xid = 100.64.20.95:8091:52520571598401536 status = TimeoutRollbacking while expecting Begin
	at io.seata.server.coordinator.AbstractCore.globalSessionStatusCheck(AbstractCore.java:102)
	at io.seata.server.coordinator.AbstractCore.lambda$branchRegister$10(AbstractCore.java:73)
	at io.seata.server.storage.redis.session.RedisSessionManager.lockAndExecute(RedisSessionManager.java:194)
	at io.seata.server.session.SessionHolder.lockAndExecute(SessionHolder.java:275)
	at io.seata.server.coordinator.AbstractCore.branchRegister(AbstractCore.java:72)
	at io.seata.server.coordinator.DefaultCore.branchRegister(DefaultCore.java:97)
	at io.seata.server.coordinator.DefaultCoordinator.doBranchRegister(DefaultCoordinator.java:192)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:184)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:179)
	at io.seata.core.exception.AbstractExceptionHandler.exceptionHandleTemplate(AbstractExceptionHandler.java:116)
	at io.seata.server.AbstractTCInboundHandler.handle(AbstractTCInboundHandler.java:179)
	at io.seata.core.protocol.transaction.BranchRegisterRequest.handle(BranchRegisterRequest.java:136)
	at io.seata.server.coordinator.DefaultCoordinator.onRequest(DefaultCoordinator.java:427)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.onRequestMessage(ServerOnRequestProcessor.java:116)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.process(ServerOnRequestProcessor.java:77)
	at io.seata.core.rpc.netty.AbstractNettyRemoting.lambda$processMessage$2(AbstractNettyRemoting.java:265)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at io.netty.util.concurrent.FastThreadLocalRunnable.run(FastThreadLocalRunnable.java:30)
	at java.lang.Thread.run(Thread.java:745)
<==

22:19:09.833  INFO --- [       TxTimeoutCheck_1_1] i.s.s.coordinator.DefaultCoordinator     : Global transaction[100.64.20.95:8091:52520572613423104] is timeout and will be rollback.
22:19:09.888  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=100.64.20.95:8091:52520571329966080,extraData=null
,clientIp:100.64.20.95,vgroup:default

io.seata.core.exception.GlobalTransactionException: Could not found global transaction xid = 100.64.20.95:8091:52520574215647232, may be has finished.

22:19:30.670  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=100.64.20.95:8091:52520574131761152,extraData=null
,clientIp:100.64.20.95,vgroup:default
22:19:30.747  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=100.64.20.95:8091:52520574215647232,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
,clientIp:100.64.20.95,vgroup:default
22:19:30.787 ERROR --- [rverHandlerThread_1_9_500] i.s.c.e.AbstractExceptionHandler         : Catch TransactionException while do RPC, request: xid=100.64.20.95:8091:52520574215647232,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
==>
io.seata.core.exception.GlobalTransactionException: Could not found global transaction xid = 100.64.20.95:8091:52520574215647232, may be has finished.
	at io.seata.server.coordinator.AbstractCore.assertGlobalSessionNotNull(AbstractCore.java:120)
	at io.seata.server.coordinator.AbstractCore.branchRegister(AbstractCore.java:71)
	at io.seata.server.coordinator.DefaultCore.branchRegister(DefaultCore.java:97)
	at io.seata.server.coordinator.DefaultCoordinator.doBranchRegister(DefaultCoordinator.java:192)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:184)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:179)
	at io.seata.core.exception.AbstractExceptionHandler.exceptionHandleTemplate(AbstractExceptionHandler.java:116)
	at io.seata.server.AbstractTCInboundHandler.handle(AbstractTCInboundHandler.java:179)
	at io.seata.core.protocol.transaction.BranchRegisterRequest.handle(BranchRegisterRequest.java:136)
	at io.seata.server.coordinator.DefaultCoordinator.onRequest(DefaultCoordinator.java:427)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.onRequestMessage(ServerOnRequestProcessor.java:116)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.process(ServerOnRequestProcessor.java:77)
	at io.seata.core.rpc.netty.AbstractNettyRemoting.lambda$processMessage$2(AbstractNettyRemoting.java:265)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at io.netty.util.concurrent.FastThreadLocalRunnable.run(FastThreadLocalRunnable.java:30)
	at java.lang.Thread.run(Thread.java:745)
<==

22:19:30.936  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=100.64.20.95:8091:52520574173704192,extraData=null
,clientIp:100.64.20.95,vgroup:default

db模式mysql,下,压测过程主要异常如下:

10:55:12.122  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=192.168.158.80:8091:52710864220127232,extraData=null
,clientIp:192.168.158.80,vgroup:default
10:55:12.124 ERROR --- [verHandlerThread_1_14_500] i.s.c.e.AbstractExceptionHandler         : Catch TransactionException while do RPC, request: xid=192.168.158.80:8091:52710864304013312,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
==>
io.seata.core.exception.GlobalTransactionException: Could not register branch into global session xid = 192.168.158.80:8091:52710864304013312 status = TimeoutRollbacking while expecting Begin
	at io.seata.server.coordinator.AbstractCore.globalSessionStatusCheck(AbstractCore.java:102)
	at io.seata.server.coordinator.AbstractCore.lambda$branchRegister$10(AbstractCore.java:73)
	at io.seata.server.storage.db.session.DataBaseSessionManager.lockAndExecute(DataBaseSessionManager.java:197)
	at io.seata.server.session.SessionHolder.lockAndExecute(SessionHolder.java:275)
	at io.seata.server.coordinator.AbstractCore.branchRegister(AbstractCore.java:72)
	at io.seata.server.coordinator.DefaultCore.branchRegister(DefaultCore.java:97)
	at io.seata.server.coordinator.DefaultCoordinator.doBranchRegister(DefaultCoordinator.java:192)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:184)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:179)
	at io.seata.core.exception.AbstractExceptionHandler.exceptionHandleTemplate(AbstractExceptionHandler.java:116)
	at io.seata.server.AbstractTCInboundHandler.handle(AbstractTCInboundHandler.java:179)
	at io.seata.core.protocol.transaction.BranchRegisterRequest.handle(BranchRegisterRequest.java:136)
	at io.seata.server.coordinator.DefaultCoordinator.onRequest(DefaultCoordinator.java:427)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.onRequestMessage(ServerOnRequestProcessor.java:116)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.process(ServerOnRequestProcessor.java:77)
	at io.seata.core.rpc.netty.AbstractNettyRemoting.lambda$processMessage$2(AbstractNettyRemoting.java:265)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at io.netty.util.concurrent.FastThreadLocalRunnable.run(FastThreadLocalRunnable.java:30)
	at java.lang.Thread.run(Thread.java:745)
<==

10:55:12.134  INFO --- [     RetryRollbacking_1_1] io.seata.server.coordinator.DefaultCore  : Rollback global transaction successfully, xid = 192.168.158.80:8091:52710862731149312.
10:55:12.158  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=192.168.158.80:8091:52710864270458880,extraData=null
,clientIp:192.168.158.80,vgroup:default
10:55:07.945  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=192.168.158.80:8091:52710861707739136,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
,clientIp:192.168.158.80,vgroup:default
10:55:07.966  INFO --- [verHandlerThread_1_39_500] i.s.s.s.db.lock.LockStoreDataBaseDAO     : Global lock on [storage:1] is holding by xid 192.168.158.80:8091:52710861548355584 branchId 52711108743856129
10:55:07.980 ERROR --- [verHandlerThread_1_39_500] i.s.c.e.AbstractExceptionHandler         : Catch TransactionException while do RPC, request: xid=192.168.158.80:8091:52710861707739136,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
==>
io.seata.core.exception.BranchTransactionException: Global lock acquire failed xid = 192.168.158.80:8091:52710861707739136 branchId = 52711110014730241
	at io.seata.server.transaction.at.ATCore.branchSessionLock(ATCore.java:48)
	at io.seata.server.coordinator.AbstractCore.lambda$branchRegister$10(AbstractCore.java:77)
	at io.seata.server.storage.db.session.DataBaseSessionManager.lockAndExecute(DataBaseSessionManager.java:197)
	at io.seata.server.session.SessionHolder.lockAndExecute(SessionHolder.java:275)
	at io.seata.server.coordinator.AbstractCore.branchRegister(AbstractCore.java:72)
	at io.seata.server.coordinator.DefaultCore.branchRegister(DefaultCore.java:97)
	at io.seata.server.coordinator.DefaultCoordinator.doBranchRegister(DefaultCoordinator.java:192)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:184)
	at io.seata.server.AbstractTCInboundHandler$4.execute(AbstractTCInboundHandler.java:179)
	at io.seata.core.exception.AbstractExceptionHandler.exceptionHandleTemplate(AbstractExceptionHandler.java:116)
	at io.seata.server.AbstractTCInboundHandler.handle(AbstractTCInboundHandler.java:179)
	at io.seata.core.protocol.transaction.BranchRegisterRequest.handle(BranchRegisterRequest.java:136)
	at io.seata.server.coordinator.DefaultCoordinator.onRequest(DefaultCoordinator.java:427)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.onRequestMessage(ServerOnRequestProcessor.java:116)
	at io.seata.core.rpc.processor.server.ServerOnRequestProcessor.process(ServerOnRequestProcessor.java:77)
	at io.seata.core.rpc.netty.AbstractNettyRemoting.lambda$processMessage$2(AbstractNettyRemoting.java:265)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at io.netty.util.concurrent.FastThreadLocalRunnable.run(FastThreadLocalRunnable.java:30)
	at java.lang.Thread.run(Thread.java:745)
<==

10:55:08.016  INFO --- [     batchLoggerPrint_1_1] i.s.c.r.p.server.BatchLogHandler         : SeataMergeMessage xid=192.168.158.80:8091:52710861745487872,branchType=AT,resourceId=jdbc:mysql://116.62.62.26/seata-storage,lockKey=storage:1,2,3,4,5
,clientIp:192.168.158.80,vgroup:default

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