这个问题是直接扫描出来一千多万调数据，导致hbas的协处理器扛不住了，把协处理器的内存调高就可以了
2019-06-11 12:09:32,892 ERROR [pool-11-thread-627] v2.CubeHBaseEndpointRPC:426 : <sub-thread for Query 22f6f45c-4d00-d3ba-c693-674b19f2d2fa GTScanRequest 3b1c138e>Error when visiting cubes by endpoint
org.apache.kylin.common.exceptions.KylinTimeoutException: coprocessor timeout after scanning 15170300 rows
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC.getCoprocessorException(CubeHBaseEndpointRPC.java:505)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC.access$300(CubeHBaseEndpointRPC.java:77)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC$3.update(CubeHBaseEndpointRPC.java:355)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC$3.update(CubeHBaseEndpointRPC.java:323)
at org.apache.hadoop.hbase.client.HTable$15.call(HTable.java:1810)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at java.lang.Thread.run(Thread.java:745)
2019-06-11 12:09:32,935 ERROR [Query 22f6f45c-4d00-d3ba-c693-674b19f2d2fa-4296] service.QueryService:510 : Exception while executing query
java.sql.SQLException: Error while executing SQL "SELECT "s598b2_0"."周" AS "f1", "s598b2_0"."时长分类" AS "f2", count("s598b2_0"."用户ID") AS "f0" FROM (select
case
when aa.pjsc < 30 then '0.5小时以下'
when aa.pjsc >= 30 and aa.pjsc < 60 then '0.5到1小时'
when aa.pjsc >= 60 and aa.pjsc < 120 then '1到2小时'
when aa.pjsc >= 120 and aa.pjsc < 180 then '2到3小时'
else '3小时以上'
end 时长分类,
userid 用户id,
ljsc 累计时长,
dtx 周,
country 国家,
province 省 ,
city 市,
vendor 信息商,
broker 券商,
product 产品,
home 机房,
operator 运营商
from
(select
country ,
province ,
city ,
vendor ,
broker ,
product ,
home ,
operator ,
week(cast(dt as DATE)) dtx ,
userid ,
sum(duration) ljsc,
sum(duration)/count(userid) pjsc,
count(userid)
from
sse_AAUDIT_ONLINE
where trade = 1 and CAST(quarter AS varchar) =CAST(YEAR(CURRENT_DATE) AS varchar)+'0'+CAST(QUARTER(CURRENT_DATE) AS varchar)
group BY
country,
province,
city,
vendor,
broker,
product,
home,
operator,
week(cast(dt as DATE)),
userid) aa) "s598b2_0" WHERE "s598b2_0"."券商"='富贵证券' GROUP BY "s598b2_0"."周", "s598b2_0"."时长分类"": coprocessor timeout after scanning 15170300 rows
at org.apache.calcite.avatica.Helper.createException(Helper.java:56)
at org.apache.calcite.avatica.Helper.createException(Helper.java:41)
at org.apache.calcite.avatica.AvaticaStatement.executeInternal(AvaticaStatement.java:156)
at org.apache.calcite.avatica.AvaticaStatement.executeQuery(AvaticaStatement.java:218)
at org.apache.kylin.rest.service.QueryService.executeRequest(QueryService.java:938)
at org.apache.kylin.rest.service.QueryService.queryWithSqlMassage(QueryService.java:641)
at org.apache.kylin.rest.service.QueryService.query(QueryService.java:208)
at org.apache.kylin.rest.service.QueryService.queryAndUpdateCache(QueryService.java:468)
at org.apache.kylin.rest.service.QueryService.doQueryWithCache(QueryService.java:429)
at org.apache.kylin.rest.service.QueryService.doQueryWithCache(QueryService.java:367)
at org.apache.kylin.rest.controller.QueryController.query(QueryController.java:87)
at sun.reflect.GeneratedMethodAccessor130.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.springframework.web.method.support.InvocableHandlerMethod.doInvoke(InvocableHandlerMethod.java:205)
at org.springframework.web.method.support.InvocableHandlerMethod.invokeForRequest(InvocableHandlerMethod.java:133)
at org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod.invokeAndHandle(ServletInvocableHandlerMethod.java:97)
at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.invokeHandlerMethod(RequestMappingHandlerAdapter.java:827)
at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.handleInternal(RequestMappingHandlerAdapter.java:738)
at org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter.handle(AbstractHandlerMethodAdapter.java:85)
at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:967)
at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:901)
at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:970)
at org.springframework.web.servlet.FrameworkServlet.doPost(FrameworkServlet.java:872)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:650)
at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:846)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:731)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:303)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:208)
at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:52)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:241)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:208)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:317)
at org.springframework.security.web.access.intercept.FilterSecurityInterceptor.invoke(FilterSecurityInterceptor.java:127)
at org.springframework.security.web.access.intercept.FilterSecurityInterceptor.doFilter(FilterSecurityInterceptor.java:91)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.access.ExceptionTranslationFilter.doFilter(ExceptionTranslationFilter.java:114)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.session.SessionManagementFilter.doFilter(SessionManagementFilter.java:137)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.authentication.AnonymousAuthenticationFilter.doFilter(AnonymousAuthenticationFilter.java:111)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.servletapi.SecurityContextHolderAwareRequestFilter.doFilter(SecurityContextHolderAwareRequestFilter.java:170)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.savedrequest.RequestCacheAwareFilter.doFilter(RequestCacheAwareFilter.java:63)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.authentication.www.BasicAuthenticationFilter.doFilterInternal(BasicAuthenticationFilter.java:215)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.authentication.AbstractAuthenticationProcessingFilter.doFilter(AbstractAuthenticationProcessingFilter.java:200)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.authentication.logout.LogoutFilter.doFilter(LogoutFilter.java:116)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.header.HeaderWriterFilter.doFilterInternal(HeaderWriterFilter.java:64)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.context.request.async.WebAsyncManagerIntegrationFilter.doFilterInternal(WebAsyncManagerIntegrationFilter.java:56)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.context.SecurityContextPersistenceFilter.doFilter(SecurityContextPersistenceFilter.java:105)
at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:331)
at org.springframework.security.web.FilterChainProxy.doFilterInternal(FilterChainProxy.java:214)
at org.springframework.security.web.FilterChainProxy.doFilter(FilterChainProxy.java:177)
at org.springframework.web.filter.DelegatingFilterProxy.invokeDelegate(DelegatingFilterProxy.java:346)
at org.springframework.web.filter.DelegatingFilterProxy.doFilter(DelegatingFilterProxy.java:262)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:241)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:208)
at com.thetransactioncompany.cors.CORSFilter.doFilter(CORSFilter.java:209)
at com.thetransactioncompany.cors.CORSFilter.doFilter(CORSFilter.java:244)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:241)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:208)
at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:219)
at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:110)
at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:494)
at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:169)
at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:104)
at org.apache.catalina.valves.AccessLogValve.invoke(AccessLogValve.java:1025)
at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:116)
at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:445)
at org.apache.coyote.http11.AbstractHttp11Processor.process(AbstractHttp11Processor.java:1137)
at org.apache.coyote.AbstractProtocol$AbstractConnectionHandler.process(AbstractProtocol.java:637)
at org.apache.tomcat.util.net.JIoEndpoint$SocketProcessor.run(JIoEndpoint.java:316)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:745)
Caused by: org.apache.kylin.common.exceptions.KylinTimeoutException: coprocessor timeout after scanning 15170300 rows
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC.getCoprocessorException(CubeHBaseEndpointRPC.java:505)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC.access$300(CubeHBaseEndpointRPC.java:77)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC$3.update(CubeHBaseEndpointRPC.java:355)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC$3.update(CubeHBaseEndpointRPC.java:323)
at org.apache.hadoop.hbase.client.HTable$15.call(HTable.java:1810)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
... 1 more
service.BadQueryDetector:229 : Error in bad query persistence.
org.apache.hadoop.hbase.client.RetriesExhaustedException: Failed after attempts=1, exceptions:
Thu Jun 13 17:14:20 CST 2019, RpcRetryingCaller{globalStartTime=1560417194625, pause=100, retries=1}, java.io.IOException: Call to data-3.novalocal/172.16.0.19:60020 failed on local exception: org.apache.hadoop.hbase.ipc.CallTimeoutException: Call id=1406, waitTime=9566, operationTimeout=5000 expired.
at org.apache.hadoop.hbase.client.RpcRetryingCaller.callWithRetries(RpcRetryingCaller.java:157)
at org.apache.hadoop.hbase.client.HTable.get(HTable.java:935)
at org.apache.hadoop.hbase.client.HTable.get(HTable.java:901)
at org.apache.kylin.storage.hbase.HBaseResourceStore.internalGetFromHTable(HBaseResourceStore.java:408)
at org.apache.kylin.storage.hbase.HBaseResourceStore.getFromHTable(HBaseResourceStore.java:386)
at org.apache.kylin.storage.hbase.HBaseResourceStore.getResourceImpl(HBaseResourceStore.java:272)
at org.apache.kylin.common.persistence.ResourceStore$3.call(ResourceStore.java:291)
at org.apache.kylin.common.persistence.ResourceStore$3.call(ResourceStore.java:288)
at org.apache.kylin.common.persistence.ExponentialBackoffRetry.doWithRetry(ExponentialBackoffRetry.java:52)
at org.apache.kylin.common.persistence.ResourceStore.getResourceWithRetry(ResourceStore.java:288)
at org.apache.kylin.common.persistence.ResourceStore.getResource(ResourceStore.java:265)
at org.apache.kylin.common.persistence.ResourceStore.getResource(ResourceStore.java:256)
at org.apache.kylin.metadata.badquery.BadQueryHistoryManager.getBadQueriesForProject(BadQueryHistoryManager.java:60)
at org.apache.kylin.metadata.badquery.BadQueryHistoryManager.upsertEntryToProject(BadQueryHistoryManager.java:73)
at org.apache.kylin.rest.service.BadQueryDetector$PersistenceNotifier.badQueryFound(BadQueryDetector.java:227)
at org.apache.kylin.rest.service.BadQueryDetector.notify(BadQueryDetector.java:104)
at org.apache.kylin.rest.service.BadQueryDetector.detectBadQuery(BadQueryDetector.java:158)
at org.apache.kylin.rest.service.BadQueryDetector.run(BadQueryDetector.java:139)
Caused by: java.io.IOException: Call to data-3.novalocal/172.16.0.19:60020 failed on local exception: org.apache.hadoop.hbase.ipc.CallTimeoutException: Call id=1406, waitTime=9566, operationTimeout=5000 expired.
at org.apache.hadoop.hbase.ipc.AbstractRpcClient.wrapException(AbstractRpcClient.java:292)
at org.apache.hadoop.hbase.ipc.RpcClientImpl.call(RpcClientImpl.java:1276)
at org.apache.hadoop.hbase.ipc.AbstractRpcClient.callBlockingMethod(AbstractRpcClient.java:227)
at org.apache.hadoop.hbase.ipc.AbstractRpcClient$BlockingRpcChannelImplementation.callBlockingMethod(AbstractRpcClient.java:336)
at org.apache.hadoop.hbase.protobuf.generated.ClientProtos$ClientService$BlockingStub.get(ClientProtos.java:34070)
at org.apache.hadoop.hbase.client.HTable$3.call(HTable.java:927)
at org.apache.hadoop.hbase.client.HTable$3.call(HTable.java:918)
at org.apache.hadoop.hbase.client.RpcRetryingCaller.callWithRetries(RpcRetryingCaller.java:136)
... 17 more
Caused by: org.apache.hadoop.hbase.ipc.CallTimeoutException: Call id=1406, waitTime=9566, operationTimeout=5000 expired.
at org.apache.hadoop.hbase.ipc.Call.checkAndSetTimeout(Call.java:73)
at org.apache
2019-06-12 16:14:39,163 ERROR [pool-11-thread-65] v2.CubeHBaseEndpointRPC:426 : <sub-thread for Query 420d4628-7540-0e9c-fbe0-d41952ba719d GTScanRequest 3e4efc6d>Error when visiting cubes by endpoint
org.apache.hadoop.hbase.DoNotRetryIOException: org.apache.hadoop.hbase.DoNotRetryIOException: Coprocessor passed deadline! Maybe server is overloaded
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.CubeVisitService.checkDeadline(CubeVisitService.java:226)
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.CubeVisitService.visitCube(CubeVisitService.java:261)
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.generated.CubeVisitProtos$CubeVisitService.callMethod(CubeVisitProtos.java:5555)
at org.apache.hadoop.hbase.regionserver.HRegion.execService(HRegion.java:7996)
at org.apache.hadoop.hbase.regionserver.RSRpcServices.execServiceOnRegion(RSRpcServices.java:1986)
at org.apache.hadoop.hbase.regionserver.RSRpcServices.execService(RSRpcServices.java:1968)
at org.apache.hadoop.hbase.protobuf.generated.ClientProtos$ClientService$2.callBlockingMethod(ClientProtos.java:33652)
at org.apache.hadoop.hbase.ipc.RpcServer.call(RpcServer.java:2191)
at org.apache.hadoop.hbase.ipc.CallRunner.run(CallRunner.java:112)
at org.apache.hadoop.hbase.ipc.RpcExecutor$Handler.run(RpcExecutor.java:183)
at org.apache.hadoop.hbase.ipc.RpcExecutor$Handler.run(RpcExecutor.java:163)
at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
at org.apache.hadoop.ipc.RemoteException.instantiateException(RemoteException.java:106)
at org.apache.hadoop.ipc.RemoteException.unwrapRemoteException(RemoteException.java:95)
at org.apache.hadoop.hbase.protobuf.ProtobufUtil.getRemoteException(ProtobufUtil.java:332)
at org.apache.hadoop.hbase.protobuf.ProtobufUtil.execService(ProtobufUtil.java:1637)
at org.apache.hadoop.hbase.ipc.RegionCoprocessorRpcChannel$1.call(RegionCoprocessorRpcChannel.java:104)
at org.apache.hadoop.hbase.ipc.RegionCoprocessorRpcChannel$1.call(RegionCoprocessorRpcChannel.java:94)
at org.apache.hadoop.hbase.client.RpcRetryingCaller.callWithRetries(RpcRetryingCaller.java:136)
at org.apache.hadoop.hbase.ipc.RegionCoprocessorRpcChannel.callExecService(RegionCoprocessorRpcChannel.java:107)
at org.apache.hadoop.hbase.ipc.CoprocessorRpcChannel.callMethod(CoprocessorRpcChannel.java:56)
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.generated.CubeVisitProtos$CubeVisitService$Stub.visitCube(CubeVisitProtos.java:5616)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC$2.call(CubeHBaseEndpointRPC.java:297)
at org.apache.kylin.storage.hbase.cube.v2.CubeHBaseEndpointRPC$2.call(CubeHBaseEndpointRPC.java:266)
at org.apache.hadoop.hbase.client.HTable$15.call(HTable.java:1807)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at java.lang.Thread.run(Thread.java:745)
Caused by: org.apache.hadoop.hbase.ipc.RemoteWithExtrasException(org.apache.hadoop.hbase.DoNotRetryIOException): org.apache.hadoop.hbase.DoNotRetryIOException: Coprocessor passed deadline! Maybe server is overloaded
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.CubeVisitService.checkDeadline(CubeVisitService.java:226)
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.CubeVisitService.visitCube(CubeVisitService.java:261)
at org.apache.kylin.storage.hbase.cube.v2.coprocessor.endpoint.generated.CubeVisitProtos$CubeVisitService.callMethod(CubeVisitProtos.java:5555)
at org.apache.hadoop.hbase.regionserver.HRegion.execService(HRegion.java:7996)
at org.apache.hadoop.hbase.regionserver.RSRpcServices.execServiceOnRegion(RSRpcServices.java:1986)
at org.apache.hadoop.hbase.regionserver.RSRpcServices.execService(RSRpcServices.java:1968)
at org.apache.hadoop.hbase.protobuf.generated.ClientProtos$ClientService$2.callBlockingMethod(ClientProtos.java:33652)
at org.apache.hadoop.hbase.ipc.RpcServer.call(RpcServer.java:2191)
at org.apache.hadoop.hbase.ipc.CallRunner.run(CallRunner.java:112)
at org.apache.hadoop.hbase.ipc.RpcExecutor$Handler.run(RpcExecutor.java:183)
at org.apache.hadoop.hbase.ipc.RpcExecutor$Handler.run(RpcExecutor.java:163)
at org.apache.hadoop.hbase.ipc.RpcClientImpl.call(RpcClientImpl.java:1272)
at org.apache.hadoop.hbase.ipc.AbstractRpcClient.callBlockingMethod(AbstractRpcClient.java:227)
at org.apache.hadoop.hbase.ipc.AbstractRpcClient$BlockingRpcChannelImplementation.callBlockingMethod(AbstractRpcClient.java:336)
at org.apache.hadoop.hbase.protobuf.generated.ClientProtos$ClientService$BlockingStub.execService(ClientProtos.java:34118)
at org.apache.hadoop.hbase.protobuf.ProtobufUtil.execService(ProtobufUtil.java:1633)
... 13 more
上面这个问题是上一个问题衍生的问题，解决方案在这个博客中：