use tez and mr join self output difference result example sql select * from ( select a,b form a ) t1 left join ( select b,c from a ) t2 on t1.b = t2.b where t1.a = "300" mr result : 0 tez result : 1 https://community.hortonworks.com/questions/62918/hive-mr-vs-tez-difference-in-output-hi.html but my hive.enforce.bucketing is true hdp 2.3.4 hive 1.2.1 tez 0.7 how can help ? ... View more

I found a problem The same sql at the same time 6 times, There will be half of the probability of failure My personal task is related to the resource allocation of yarn，The task of waiting for no resources will be killed The following is my configuration. Please help look down yarn.scheduler.minimum-allocation-mb=3072M tez.am.resource.memory.mb=3072 tez.task.resource.memory.mb=3072 hive.tez.container.size=3072 tez.container.max.java.heap.fraction=0.8 tez.am.grouping.split-wave=1.4 These are error logs Vertex failed, vertexName=Map 1, vertexId=vertex_1496317022433_21566_2_05, diagnostics= Vertex vertex_1496317022433_21566_2_05 Map 1 killed/failed due to:ROOT_INPUT_INIT_FAILURE, Vertex Input: login_data initializer failed, vertex=vertex_1496317022433_21566_2_05 Map 1 java.lang.IllegalArgumentException: Illegal Capacity: -1 at java.util.ArrayList.(ArrayList.java:142) at org.apache.hadoop.mapred.FileInputFormat.getSplits(FileInputFormat.java:332) at org.apache.hadoop.hive.ql.io.HiveInputFormat.addSplitsForGroup(HiveInputFormat.java:305) at org.apache.hadoop.hive.ql.io.HiveInputFormat.getSplits(HiveInputFormat.java:407) at org.apache.hadoop.hive.ql.exec.tez.HiveSplitGenerator.initialize(HiveSplitGenerator.java:155) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:273) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:266) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:415) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1657) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:266) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:253) at java.util.concurrent.FutureTask.run(FutureTask.java:262) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) Vertex failed, vertexName=Map 5, vertexId=vertex_1496317022433_21566_2_01, diagnostics= Vertex vertex_1496317022433_21566_2_01 Map 5 killed/failed due to:ROOT_INPUT_INIT_FAILURE, Vertex Input: applet_version_tbl initializer failed, vertex=vertex_1496317022433_21566_2_01 Map 5 java.lang.IllegalArgumentException: Illegal Capacity: -1 at java.util.ArrayList.(ArrayList.java:142) at org.apache.hadoop.mapred.FileInputFormat.getSplits(FileInputFormat.java:332) at org.apache.hadoop.hive.ql.io.HiveInputFormat.addSplitsForGroup(HiveInputFormat.java:305) at org.apache.hadoop.hive.ql.io.HiveInputFormat.getSplits(HiveInputFormat.java:407) at org.apache.hadoop.hive.ql.exec.tez.HiveSplitGenerator.initialize(HiveSplitGenerator.java:155) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:273) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:266) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:415) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1657) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:266) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:253) at java.util.concurrent.FutureTask.run(FutureTask.java:262) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) Vertex failed, vertexName=Map 11, vertexId=vertex_1496317022433_21566_2_09, diagnostics= Vertex vertex_1496317022433_21566_2_09 Map 11 killed/failed due to:ROOT_INPUT_INIT_FAILURE, Vertex Input: dwb_biz_msg_user_opt_ds initializer failed, vertex=vertex_1496317022433_21566_2_09 Map 11 java.lang.IllegalArgumentException: Illegal Capacity: -1 at java.util.ArrayList.(ArrayList.java:142) at org.apache.hadoop.mapred.FileInputFormat.getSplits(FileInputFormat.java:332) at org.apache.hadoop.hive.ql.io.HiveInputFormat.addSplitsForGroup(HiveInputFormat.java:305) at org.apache.hadoop.hive.ql.io.HiveInputFormat.getSplits(HiveInputFormat.java:407) at org.apache.hadoop.hive.ql.exec.tez.HiveSplitGenerator.initialize(HiveSplitGenerator.java:155) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:273) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:266) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:415) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1657) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:266) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:253) at java.util.concurrent.FutureTask.run(FutureTask.java:262) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) Vertex failed, vertexName=Map 13, vertexId=vertex_1496317022433_21566_2_06, diagnostics= Vertex vertex_1496317022433_21566_2_06 Map 13 killed/failed due to:ROOT_INPUT_INIT_FAILURE, Vertex Input: dim_oth_pub_date initializer failed, vertex=vertex_1496317022433_21566_2_06 Map 13 java.lang.IllegalArgumentException: Illegal Capacity: -1 at java.util.ArrayList.(ArrayList.java:142) at org.apache.hadoop.mapred.FileInputFormat.getSplits(FileInputFormat.java:332) at org.apache.hadoop.hive.ql.io.HiveInputFormat.addSplitsForGroup(HiveInputFormat.java:305) at org.apache.hadoop.hive.ql.io.HiveInputFormat.getSplits(HiveInputFormat.java:407) at org.apache.hadoop.hive.ql.exec.tez.HiveSplitGenerator.initialize(HiveSplitGenerator.java:155) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:273) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable$1.run(RootInputInitializerManager.java:266) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:415) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1657) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:266) at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallable.call(RootInputInitializerManager.java:253) at java.util.concurrent.FutureTask.run(FutureTask.java:262) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) Vertex killed, vertexName=Reducer 8, vertexId=vertex_1496317022433_21566_2_03, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_03 Reducer 8 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Map 10, vertexId=vertex_1496317022433_21566_2_02, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_02 Map 10 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Reducer 9, vertexId=vertex_1496317022433_21566_2_04, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_04 Reducer 9 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Map 6, vertexId=vertex_1496317022433_21566_2_00, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_00 Map 6 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Reducer 2, vertexId=vertex_1496317022433_21566_2_11, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_11 Reducer 2 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Reducer 12, vertexId=vertex_1496317022433_21566_2_10, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_10 Reducer 12 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Reducer 4, vertexId=vertex_1496317022433_21566_2_13, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_13 Reducer 4 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Reducer 3, vertexId=vertex_1496317022433_21566_2_12, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_12 Reducer 3 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Map 14, vertexId=vertex_1496317022433_21566_2_07, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_07 Map 14 killed/failed due to:OTHER_VERTEX_FAILURE Vertex killed, vertexName=Reducer 15, vertexId=vertex_1496317022433_21566_2_08, diagnostics= Vertex received Kill in INITED state., Vertex vertex_1496317022433_21566_2_08 Reducer 15 killed/failed due to:OTHER_VERTEX_FAILURE DAG did not succeed due to VERTEX_FAILURE. failedVertices:4 killedVertices:10 You can see the failure of 4 times yarn log org.apache.tez.dag.app.dag.impl.AMUserCodeException: java.lang.IllegalArgumentException: Illegal Capacity: -1 at org.apache.tez.dag.app.dag.RootInputInitializerManager$InputInitializerCallback.onFailure(RootInputInitializerManager.java:319) at com.google.common.util.concurrent.Futures$6.run(Futures.java:977) at com.google.common.util.concurrent.MoreExecutors$SameThreadExecutorService.execute(MoreExecutors.java:253) at com.google.common.util.concurrent.ExecutionList$RunnableExecutorPair.execute(ExecutionList.java:149) at com.google.common.util.concurrent.ExecutionList.execute(ExecutionList.java:134) at com.google.common.util.concurrent.ListenableFutureTask.done(ListenableFutureTask.java:86) at java.util.concurrent.FutureTask.finishCompletion(FutureTask.java:380) at java.util.concurrent.FutureTask.setException(FutureTask.java:247) at java.util.concurrent.FutureTask.run(FutureTask.java:267) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) yarn Log Aggregation Status TIME_OUT I observed the phenomenon of multiple tasks to run the resources used, the back of the task without resources, has been waiting for resources, and then was killed There is a problem here is no resources, the task should be queued, rather than can get to the resources So, is i somewhere in the wrong configuration? Please see if I need to provide additional information ... View more

I found that after a period of time running there will be a lot of tcp blocking package phenomenon One of the machines yarn nodemanager process is 34675 jps 34675 NodeManager netstat -anp | grep 34675 | grep 50010 tcp 100799 0 ::ffff:xxx.xx.xx.153:57938 ::ffff:xxx.xx.xx.29:50010 ESTABLISHED 34675/java tcp 76376 0 ::ffff:xxx.xx.xx.153:50020 ::ffff:xxx.xx.xx.206:50010 ESTABLISHED 34675/java tcp 0 0 ::ffff:xxx.xx.xx.153:36182 ::ffff:xxx.xx.xx.161:50010 ESTABLISHED 34675/java tcp 70584 0 ::ffff:xxx.xx.xx.153:33285 ::ffff:xxx.xx.xx.202:50010 ESTABLISHED 34675/java tcp 1301872 0 ::ffff:xxx.xx.xx.153:50534 ::ffff:xxx.xx.xx.22:50010 ESTABLISHED 34675/java tcp 73736 0 ::ffff:xxx.xx.xx.153:45629 ::ffff:xxx.xx.xx.130:50010 ESTABLISHED 34675/java tcp 145406 0 ::ffff:xxx.xx.xx.153:56123 ::ffff:xxx.xx.xx.57:50010 ESTABLISHED 34675/java tcp 165896 0 ::ffff:xxx.xx.xx.153:54038 ::ffff:xxx.xx.xx.36:50010 ESTABLISHED 34675/java tcp 154952 0 ::ffff:xxx.xx.xx.153:55024 ::ffff:xxx.xx.xx.25:50010 ESTABLISHED 34675/java tcp 1 0 ::ffff:xxx.xx.xx.153:39984 ::ffff:xxx.xx.xx.24:50010 CLOSE_WAIT 34675/java tcp 1 0 ::ffff:xxx.xx.xx.153:42582 ::ffff:xxx.xx.xx.35:50010 CLOSE_WAIT 34675/java tcp 93752 0 ::ffff:xxx.xx.xx.153:54546 ::ffff:xxx.xx.xx.125:50010 ESTABLISHED 34675/java tcp 88472 0 ::ffff:xxx.xx.xx.153:53022 ::ffff:xxx.xx.xx.34:50010 ESTABLISHED 34675/java tcp 72416 0 ::ffff:xxx.xx.xx.153:54486 ::ffff:xxx.xx.xx.123:50010 ESTABLISHED 34675/java tcp 197752 0 ::ffff:xxx.xx.xx.153:51549 ::ffff:xxx.xx.xx.204:50010 ESTABLISHED 34675/java tcp 1 0 ::ffff:xxx.xx.xx.153:60444 ::ffff:xxx.xx.xx.49:50010 CLOSE_WAIT 34675/java tcp 1 0 ::ffff:xxx.xx.xx.153:50642 ::ffff:xxx.xx.xx.44:50010 CLOSE_WAIT 34675/java tcp 1 0 ::ffff:xxx.xx.xx.153:49902 ::ffff:xxx.xx.xx.37:50010 CLOSE_WAIT 34675/java tcp 71776 0 ::ffff:xxx.xx.xx.153:35512 ::ffff:xxx.xx.xx.29:50010 ESTABLISHED 34675/java You can see that there are a lot of problems, Many have been port connection has died There are a lot of reports in the yarn nodemanager log 2017-04-11 19:30:02,040 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,042 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,046 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,047 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,059 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,059 ERROR mapred.ShuffleHandler (ShuffleHandler.java:exceptionCaught(1200)) - Shuffle error: java.io.ioexception broken pipe at sun.nio.ch.FileChannelImpl.transferTo0(Native Method) at sun.nio.ch.FileChannelImpl.transferToDirectly(FileChannelImpl.java:433) at sun.nio.ch.FileChannelImpl.transferTo(FileChannelImpl.java:565) at org.jboss.netty.channel.DefaultFileRegion.transferTo(DefaultFileRegion.java:68) at org.apache.hadoop.mapred.FadvisedFileRegion.transferTo(FadvisedFileRegion.java:81) at org.jboss.netty.channel.socket.nio.SocketSendBufferPool$FileSendBuffer.transferTo(SocketSendBufferPool.java:331) at org.jboss.netty.channel.socket.nio.AbstractNioWorker.write0(AbstractNioWorker.java:198) at org.jboss.netty.channel.socket.nio.AbstractNioWorker.writeFromSelectorLoop(AbstractNioWorker.java:157) at org.jboss.netty.channel.socket.nio.AbstractNioWorker.process(AbstractNioWorker.java:113) at org.jboss.netty.channel.socket.nio.AbstractNioSelector.run(AbstractNioSelector.java:312) at org.jboss.netty.channel.socket.nio.AbstractNioWorker.run(AbstractNioWorker.java:88) at org.jboss.netty.channel.socket.nio.NioWorker.run(NioWorker.java:178) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) 2017-04-11 19:30:02,063 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,064 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,065 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,066 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,070 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,071 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,074 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... 2017-04-11 19:30:02,074 INFO mapred.ShuffleHandler (ShuffleHandler.java:setResponseHeaders(1047)) - Setting connection close header... I tried a lot of changes, or the same and The cluster will get slower and slower Made changes 1、/proc/sys/net/core/somaxconn 204800 2、increase dfs.datanode.max.transfer.threads 16384 3、increase nodemanager heapsize and rourcemanager heapsize 2G My system is ambari 2.2.1 hdp 2.3 centos 6.8 Please help me what you need to provide ... View more