Flink on yarn 常见错误

向右看齐 2022-05-24 03:26 954阅读 0赞

*  1 Retrying connect to server
 *  2 Unable to get ClusterClient status from Application Client
 *  3 Cannot instantiate user function
 *  4 Could not resolve substitution to a value: $\{akka.stream.materializer\}
 *  5 java.lang.NoClassDefFoundError: org/apache/kafka/common/serialization/ByteArrayDeserializer

# 1 Retrying connect to server #

Flink on yarn 依赖 hadoop 集群，在没有启动hadoop之前，直接执行Flink启动命令

./bin/yarn-session.sh -n 1 -jm 1024 -tm 4096

结果就是flink连不上ResourceManager，脚本一直卡在着进行重试

2018-05-19 14:36:08,062 INFO  org.apache.hadoop.yarn.client.RMProxy - Connecting to ResourceManager at /0.0.0.0:8032  
    2018-05-19 14:36:09,231 INFO  org.apache.hadoop.ipc.Client - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS) 
    2018-05-19 14:36:10,234 INFO  org.apache.hadoop.ipc.Client - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 1 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS) 
    2018-05-19 14:36:11,235 INFO  org.apache.hadoop.ipc.Client - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 2 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS) 
    2018-05-19 14:36:12,238 INFO  org.apache.hadoop.ipc.Client - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 3 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS) 
    2018-05-19 14:36:13,240 INFO  org.apache.hadoop.ipc.Client - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 4 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS) 
    2018-05-19 14:36:14,247 INFO  org.apache.hadoop.ipc.Client - Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 5 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)

所以，先别着急，启动好 hadoop 环境后再启动Flink。

# 2 Unable to get ClusterClient status from Application Client #

hadoop 已经启动了，这下执行 Flink 启动命令

./bin/yarn-session.sh -n 1 -jm 1024 -tm 4096

Flink 还是没有启动成功

2018-05-19 15:30:10,456 WARN  akka.remote.ReliableDeliverySupervisor                        - Association with remote system [akka.tcp://flink@hadoop100:55053] has failed, address is now gated for [5000] ms. Reason: [Disassociated] 
    2018-05-19 15:30:21,680 WARN  org.apache.flink.yarn.cli.FlinkYarnSessionCli                 - Could not retrieve the current cluster status. Skipping current retrieval attempt ...
    java.lang.RuntimeException: Unable to get ClusterClient status from Application Client
            at org.apache.flink.yarn.YarnClusterClient.getClusterStatus(YarnClusterClient.java:253)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli.runInteractiveCli(FlinkYarnSessionCli.java:443)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli.run(FlinkYarnSessionCli.java:720)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:514)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:511)
            at java.security.AccessController.doPrivileged(Native Method)
            at javax.security.auth.Subject.doAs(Subject.java:422)
            at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1698)
            at org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli.main(FlinkYarnSessionCli.java:511)
    Caused by: org.apache.flink.util.FlinkException: Could not connect to the leading JobManager. Please check that the JobManager is running.
            at org.apache.flink.client.program.ClusterClient.getJobManagerGateway(ClusterClient.java:862)
            at org.apache.flink.yarn.YarnClusterClient.getClusterStatus(YarnClusterClient.java:248)
            ... 9 more
    Caused by: org.apache.flink.runtime.leaderretrieval.LeaderRetrievalException: Could not retrieve the leader gateway.
            at org.apache.flink.runtime.util.LeaderRetrievalUtils.retrieveLeaderGateway(LeaderRetrievalUtils.java:79)
            at org.apache.flink.client.program.ClusterClient.getJobManagerGateway(ClusterClient.java:857)
            ... 10 more
    Caused by: java.util.concurrent.TimeoutException: Futures timed out after [10000 milliseconds]
            at scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:223)
            at scala.concurrent.impl.Promise$DefaultPromise.result(Promise.scala:227)
            at scala.concurrent.Await$$anonfun$result$1.apply(package.scala:190)
            at scala.concurrent.BlockContext$DefaultBlockContext$.blockOn(BlockContext.scala:53)
            at scala.concurrent.Await$.result(package.scala:190)
            at scala.concurrent.Await.result(package.scala)
            at org.apache.flink.runtime.util.LeaderRetrievalUtils.retrieveLeaderGateway(LeaderRetrievalUtils.java:77)
            ... 11 more
    2018-05-19 15:30:21,691 WARN  org.apache.flink.yarn.YarnClusterClient                       - YARN reported application state FAILED
    2018-05-19 15:30:21,692 WARN  org.apache.flink.yarn.YarnClusterClient                       - Diagnostics: Application application_1521277661809_0006 failed 1 times due to AM Container for appattempt_1521277661809_0006_000001 exited with  exitCode: -103
    For more detailed output, check application tracking page:http://hadoop100:8088/cluster/app/application_1521277661809_0006Then, click on links to logs of each attempt.
    Diagnostics: Container [pid=6386,containerID=container_1521277661809_0006_01_000001] is running beyond virtual memory limits. Current usage: 250.5 MB of 1 GB physical memory used; 2.2 GB of 2.1 GB virtual memory used. Killing container.
    Dump of the process-tree for container_1521277661809_0006_01_000001 :
            |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
            |- 6386 6384 6386 6386 (bash) 0 0 108625920 331 /bin/bash -c /usr/local/jdk/bin/java -Xmx424m  -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner  1> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.out 2> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.err 
            |- 6401 6386 6386 6386 (java) 388 72 2287009792 63800 /usr/local/jdk/bin/java -Xmx424m -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 
    Container killed on request. Exit code is 143
    Container exited with a non-zero exit code 143
    Failing this attempt. Failing the application.
    The YARN cluster has failed
    2018-05-19 15:30:21,693 INFO  org.apache.flink.yarn.YarnClusterClient                       - Sending shutdown request to the Application Master
    2018-05-19 15:30:21,695 WARN  org.apache.flink.yarn.YarnClusterClient                       - YARN reported application state FAILED
    2018-05-19 15:30:21,695 WARN  org.apache.flink.yarn.YarnClusterClient                       - Diagnostics: Application application_1521277661809_0006 failed 1 times due to AM Container for appattempt_1521277661809_0006_000001 exited with  exitCode: -103
    For more detailed output, check application tracking page:http://hadoop100:8088/cluster/app/application_1521277661809_0006Then, click on links to logs of each attempt.
    Diagnostics: Container [pid=6386,containerID=container_1521277661809_0006_01_000001] is running beyond virtual memory limits. Current usage: 250.5 MB of 1 GB physical memory used; 2.2 GB of 2.1 GB virtual memory used. Killing container.
    Dump of the process-tree for container_1521277661809_0006_01_000001 :
            |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
            |- 6386 6384 6386 6386 (bash) 0 0 108625920 331 /bin/bash -c /usr/local/jdk/bin/java -Xmx424m  -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner  1> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.out 2> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.err 
            |- 6401 6386 6386 6386 (java) 388 72 2287009792 63800 /usr/local/jdk/bin/java -Xmx424m -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 
    Container killed on request. Exit code is 143
    Container exited with a non-zero exit code 143
    Failing this attempt. Failing the application.
    2018-05-19 15:30:21,697 INFO  org.apache.flink.yarn.ApplicationClient                       - Sending StopCluster request to JobManager.
    2018-05-19 15:30:21,726 WARN  akka.remote.transport.netty.NettyTransport                    - Remote connection to [null] failed with java.net.ConnectException: Connection refused: hadoop100/192.168.99.100:55053
    2018-05-19 15:30:21,733 WARN  akka.remote.ReliableDeliverySupervisor                        - Association with remote system [akka.tcp://flink@hadoop100:55053] has failed, address is now gated for [5000] ms. Reason: [Association failed with [akka.tcp://flink@hadoop100:55053]] Caused by: [Connection refused: hadoop100/192.168.99.100:55053]
    2018-05-19 15:30:31,707 WARN  org.apache.flink.yarn.YarnClusterClient                       - Error while stopping YARN cluster.
    java.util.concurrent.TimeoutException: Futures timed out after [10000 milliseconds]
            at scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:223)
            at scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:157)
            at scala.concurrent.Await$$anonfun$ready$1.apply(package.scala:169)
            at scala.concurrent.Await$$anonfun$ready$1.apply(package.scala:169)
            at scala.concurrent.BlockContext$DefaultBlockContext$.blockOn(BlockContext.scala:53)
            at scala.concurrent.Await$.ready(package.scala:169)
            at scala.concurrent.Await.ready(package.scala)
            at org.apache.flink.yarn.YarnClusterClient.shutdownCluster(YarnClusterClient.java:377)
            at org.apache.flink.yarn.YarnClusterClient.finalizeCluster(YarnClusterClient.java:347)
            at org.apache.flink.client.program.ClusterClient.shutdown(ClusterClient.java:263)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli.runInteractiveCli(FlinkYarnSessionCli.java:466)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli.run(FlinkYarnSessionCli.java:720)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:514)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli$1.call(FlinkYarnSessionCli.java:511)
            at java.security.AccessController.doPrivileged(Native Method)
            at javax.security.auth.Subject.doAs(Subject.java:422)
            at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1698)
            at org.apache.flink.runtime.security.HadoopSecurityContext.runSecured(HadoopSecurityContext.java:41)
            at org.apache.flink.yarn.cli.FlinkYarnSessionCli.main(FlinkYarnSessionCli.java:511)
    2018-05-19 15:30:31,711 INFO  org.apache.flink.yarn.YarnClusterClient                       - Deleted Yarn properties file at /tmp/.yarn-properties-root
    2018-05-19 15:30:31,881 INFO  org.apache.flink.yarn.YarnClusterClient                       - Application application_1521277661809_0006 finished with state FAILED and final state FAILED at 1521294610146
    2018-05-19 15:30:31,882 WARN  org.apache.flink.yarn.YarnClusterClient                       - Application failed. Diagnostics Application application_1521277661809_0006 failed 1 times due to AM Container for appattempt_1521277661809_0006_000001 exited with  exitCode: -103
    For more detailed output, check application tracking page:http://hadoop100:8088/cluster/app/application_1521277661809_0006Then, click on links to logs of each attempt.
    Diagnostics: Container [pid=6386,containerID=container_1521277661809_0006_01_000001] is running beyond virtual memory limits. Current usage: 250.5 MB of 1 GB physical memory used; 2.2 GB of 2.1 GB virtual memory used. Killing container.
    Dump of the process-tree for container_1521277661809_0006_01_000001 :
            |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
            |- 6386 6384 6386 6386 (bash) 0 0 108625920 331 /bin/bash -c /usr/local/jdk/bin/java -Xmx424m  -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner  1> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.out 2> /usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.err 
            |- 6401 6386 6386 6386 (java) 388 72 2287009792 63800 /usr/local/jdk/bin/java -Xmx424m -Dlog.file=/usr/local/hadoop/logs/userlogs/application_1521277661809_0006/container_1521277661809_0006_01_000001/jobmanager.log -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 
    Container killed on request. Exit code is 143
    Container exited with a non-zero exit code 143
    Failing this attempt. Failing the application.
    2018-05-19 15:30:31,884 WARN  org.apache.flink.yarn.YarnClusterClient                       - If log aggregation is activated in the Hadoop cluster, we recommend to retrieve the full application log using this command:
            yarn logs -applicationId application_1521277661809_0006
    (It sometimes takes a few seconds until the logs are aggregated)
    2018-05-19 15:30:31,885 INFO  org.apache.flink.yarn.YarnClusterClient                       - YARN Client is shutting down
    2018-05-19 15:30:31,909 INFO  org.apache.flink.yarn.ApplicationClient                       - Stopped Application client.
    2018-05-19 15:30:31,911 INFO  org.apache.flink.yarn.ApplicationClient                       - Disconnect from JobManager Actor[akka.tcp://flink@hadoop100:55053/user/jobmanager#119148826].
    2018-05-19 15:30:31,916 INFO  akka.remote.RemoteActorRefProvider$RemotingTerminator         - Shutting down remote daemon.
    2018-05-19 15:30:31,926 WARN  akka.remote.transport.netty.NettyTransport                    - Remote connection to [null] failed with java.net.ConnectException: Connection refused: hadoop100/192.168.99.100:55053
    2018-05-19 15:30:31,935 WARN  akka.remote.ReliableDeliverySupervisor                        - Association with remote system [akka.tcp://flink@hadoop100:55053] has failed, address is now gated for [5000] ms. Reason: [Association failed with [akka.tcp://flink@hadoop100:55053]] Caused by: [Connection refused: hadoop100/192.168.99.100:55053]
    2018-05-19 15:30:31,935 INFO  akka.remote.RemoteActorRefProvider$RemotingTerminator         - Remote daemon shut down; proceeding with flushing remote transports.
    2018-05-19 15:30:34,979 INFO  org.apache.flink.yarn.cli.FlinkYarnSessionCli                 - Stopping interactive command line interface, YARN cluster has been stopped.

这种错误一般是 hadoop 集群资源（内存、磁盘、虚拟内存等等）不足造成的。  
并且多数情况是由于分配的虚拟内存超出限制，两种方法解决：  
（1）将 hadoop 的检查虚拟内存关闭掉。如下：

<property>    
        <name>yarn.nodemanager.vmem-check-enabled</name>    
        <value>false</value>    
    </property>

（2）把分配的内存调小，尝试改为 800 即可正常启动。这种方法不是很长久，运行一段时间，最终container还是会被kill掉。

AM Container for appattempt_1526107053244_0016_000001 exited with exitCode: -103
    For more detailed output, check application tracking page:http://xxx:8099/cluster/app/application_1526107053244_0016Then, click on links to logs of each attempt.
    Diagnostics: Container [pid=28987,containerID=container_1526107053244_0016_01_000001] is running beyond virtual memory limits. Current usage: 366.0 MB of 1 GB physical memory used; 2.1 GB of 2.1 GB virtual memory used. Killing container.
    Dump of the process-tree for container_1526107053244_0016_01_000001 :
    |- PID PPID PGRPID SESSID CMD_NAME USER_MODE_TIME(MILLIS) SYSTEM_TIME(MILLIS) VMEM_USAGE(BYTES) RSSMEM_USAGE(PAGES) FULL_CMD_LINE
    |- 28987 28985 28987 28987 (bash) 0 0 108650496 299 /bin/bash -c /opt/jdk/jdk1.8.0_25/bin/java -Xmx200m -Dlog.file=/opt/xxx/hadoop/hadoop-2.7.3/logs/userlogs/application_1526107053244_0016/container_1526107053244_0016_01_000001/jobmanager.log -Dlogback.configurationFile=file:logback.xml -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner 1> /opt/xxx/hadoop/hadoop-2.7.3/logs/userlogs/application_1526107053244_0016/container_1526107053244_0016_01_000001/jobmanager.out 2> /opt/bl07637/hadoop/hadoop-2.7.3/logs/userlogs/application_1526107053244_0016/container_1526107053244_0016_01_000001/jobmanager.err
    |- 29009 28987 28987 28987 (java) 5094 780 2186571776 93395 /opt/jdk/jdk1.8.0_25/bin/java -Xmx200m -Dlog.file=/opt/xxx/hadoop/hadoop-2.7.3/logs/userlogs/application_1526107053244_0016/container_1526107053244_0016_01_000001/jobmanager.log -Dlogback.configurationFile=file:logback.xml -Dlog4j.configuration=file:log4j.properties org.apache.flink.yarn.YarnApplicationMasterRunner
    Container killed on request. Exit code is 143
    Container exited with a non-zero exit code 143
    Failing this attempt

# 3 Cannot instantiate user function #

在界面submit jar 后：

org.apache.flink.streaming.runtime.tasks.StreamTaskException: Cannot instantiate user function.
        at org.apache.flink.streaming.api.graph.StreamConfig.getStreamOperator(StreamConfig.java:235)
        at org.apache.flink.streaming.runtime.tasks.OperatorChain.<init>(OperatorChain.java:95)
        at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:231)
        at org.apache.flink.runtime.taskmanager.Task.run(Task.java:718)
        at java.lang.Thread.run(Thread.java:745)
    Caused by: java.lang.ClassCastException: cannot assign instance of org.apache.commons.collections.map.LinkedMap to field org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.pendingOffsetsToCommit of type org.apache.commons.collections.map.LinkedMap in instance of org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer010
        at java.io.ObjectStreamClass$FieldReflector.setObjFieldValues(ObjectStreamClass.java:2133)
        at java.io.ObjectStreamClass.setObjFieldValues(ObjectStreamClass.java:1305)
        at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2006)
        at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:1924)
        at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1801)
        at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1351)
        at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2000)
        at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:1924)
        at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1801)
        at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1351)
        at java.io.ObjectInputStream.readObject(ObjectInputStream.java:371)
        at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:437)
        at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:424)
        at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:412)
        at org.apache.flink.util.InstantiationUtil.readObjectFromConfig(InstantiationUtil.java:373)
        at org.apache.flink.streaming.api.graph.StreamConfig.getStreamOperator(StreamConfig.java:220)

查了下，大部分都认为是commons-collections包冲突引起，flink用的版本比较老（3.2.2），自己有可能引入高版本的，但自己jar里面根本就没有引用。一直没有头绪。  
后来，发现flink老是因为资源不足挂掉，考虑是不是因为资源不足，导致flink没有启动完成导致的。  
加大flink的启动资源参数后，重新提交jar，完美运行。

# 4 Could not resolve substitution to a value: $\{akka.stream.materializer\} #

界面上submit jar后，报：

Exception in thread "main" com.typesafe.config.ConfigException$UnresolvedSubstitution: reference.conf @ jar:file:/D:/Workspace/Work/middleware/kafka2es/target/kafka2es-0.1.0-SNAPSHOT.jar!/reference.conf: 804: Could not resolve substitution to a value: ${akka.stream.materializer}
            at com.typesafe.config.impl.ConfigReference.resolveSubstitutions(ConfigReference.java:108)
            at com.typesafe.config.impl.ResolveContext.realResolve(ResolveContext.java:179)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:142)
            at com.typesafe.config.impl.SimpleConfigObject$ResolveModifier.modifyChildMayThrow(SimpleConfigObject.java:379)
            at com.typesafe.config.impl.SimpleConfigObject.modifyMayThrow(SimpleConfigObject.java:312)
            at com.typesafe.config.impl.SimpleConfigObject.resolveSubstitutions(SimpleConfigObject.java:398)
            at com.typesafe.config.impl.ResolveContext.realResolve(ResolveContext.java:179)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:142)
            at com.typesafe.config.impl.SimpleConfigObject$ResolveModifier.modifyChildMayThrow(SimpleConfigObject.java:379)
            at com.typesafe.config.impl.SimpleConfigObject.modifyMayThrow(SimpleConfigObject.java:312)
            at com.typesafe.config.impl.SimpleConfigObject.resolveSubstitutions(SimpleConfigObject.java:398)
            at com.typesafe.config.impl.ResolveContext.realResolve(ResolveContext.java:179)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:142)
            at com.typesafe.config.impl.SimpleConfigObject$ResolveModifier.modifyChildMayThrow(SimpleConfigObject.java:379)
            at com.typesafe.config.impl.SimpleConfigObject.modifyMayThrow(SimpleConfigObject.java:312)
            at com.typesafe.config.impl.SimpleConfigObject.resolveSubstitutions(SimpleConfigObject.java:398)
            at com.typesafe.config.impl.ResolveContext.realResolve(ResolveContext.java:179)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:142)
            at com.typesafe.config.impl.SimpleConfigObject$ResolveModifier.modifyChildMayThrow(SimpleConfigObject.java:379)
            at com.typesafe.config.impl.SimpleConfigObject.modifyMayThrow(SimpleConfigObject.java:312)
            at com.typesafe.config.impl.SimpleConfigObject.resolveSubstitutions(SimpleConfigObject.java:398)
            at com.typesafe.config.impl.ResolveContext.realResolve(ResolveContext.java:179)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:142)
            at com.typesafe.config.impl.SimpleConfigObject$ResolveModifier.modifyChildMayThrow(SimpleConfigObject.java:379)
            at com.typesafe.config.impl.SimpleConfigObject.modifyMayThrow(SimpleConfigObject.java:312)
            at com.typesafe.config.impl.SimpleConfigObject.resolveSubstitutions(SimpleConfigObject.java:398)
            at com.typesafe.config.impl.ResolveContext.realResolve(ResolveContext.java:179)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:142)
            at com.typesafe.config.impl.ResolveContext.resolve(ResolveContext.java:231)
            at com.typesafe.config.impl.SimpleConfig.resolveWith(SimpleConfig.java:74)
            at com.typesafe.config.impl.SimpleConfig.resolve(SimpleConfig.java:64)
            at com.typesafe.config.impl.SimpleConfig.resolve(SimpleConfig.java:59)
            at com.typesafe.config.impl.SimpleConfig.resolve(SimpleConfig.java:37)
            at com.typesafe.config.impl.ConfigImpl$1.call(ConfigImpl.java:374)
            at com.typesafe.config.impl.ConfigImpl$1.call(ConfigImpl.java:367)
            at com.typesafe.config.impl.ConfigImpl$LoaderCache.getOrElseUpdate(ConfigImpl.java:65)
            at com.typesafe.config.impl.ConfigImpl.computeCachedConfig(ConfigImpl.java:92)
            at com.typesafe.config.impl.ConfigImpl.defaultReference(ConfigImpl.java:367)
            at com.typesafe.config.ConfigFactory.defaultReference(ConfigFactory.java:413)
            at akka.actor.ActorSystem$Settings.<init>(ActorSystem.scala:307)
            at akka.actor.ActorSystemImpl.<init>(ActorSystem.scala:683)
            at akka.actor.ActorSystem$.apply(ActorSystem.scala:245)
            at akka.actor.ActorSystem$.apply(ActorSystem.scala:288)
            at akka.actor.ActorSystem$.apply(ActorSystem.scala:263)
            at akka.actor.ActorSystem$.create(ActorSystem.scala:191)
            at org.apache.flink.runtime.akka.AkkaUtils$.createActorSystem(AkkaUtils.scala:106)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster.startJobManagerActorSystem(FlinkMiniCluster.scala:300)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster.singleActorSystem$lzycompute$1(FlinkMiniCluster.scala:329)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster.org$apache$flink$runtime$minicluster$FlinkMiniCluster$$singleActorSystem$1(FlinkMiniCluster.scala:329)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster$$anonfun$1.apply(FlinkMiniCluster.scala:343)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster$$anonfun$1.apply(FlinkMiniCluster.scala:341)
            at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
            at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
            at scala.collection.immutable.Range.foreach(Range.scala:160)
            at scala.collection.TraversableLike$class.map(TraversableLike.scala:234)
            at scala.collection.AbstractTraversable.map(Traversable.scala:104)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster.start(FlinkMiniCluster.scala:341)
            at org.apache.flink.runtime.minicluster.FlinkMiniCluster.start(FlinkMiniCluster.scala:323)
            at org.apache.flink.streaming.api.environment.LocalStreamEnvironment.execute(LocalStreamEnvironment.java:107)
            at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1501)

在自己jar工程 pom -> maven-shaded-plugin -> configuration 区域增加：

<transformers>
        <transformer implementation="org.apache.maven.plugins.shade.resource.AppendingTransformer">
            <resource>reference.conf</resource>
        </transformer>
    </transformers>

# 5 java.lang.NoClassDefFoundError: org/apache/kafka/common/serialization/ByteArrayDeserializer #

界面上submit jar后，报：

java.util.concurrent.CompletionException: org.apache.flink.util.FlinkException: Could not run the jar.
        at org.apache.flink.runtime.webmonitor.handlers.JarRunHandler.lambda$handleJsonRequest$0(JarRunHandler.java:90)
        at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1590)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.access$201(ScheduledThreadPoolExecutor.java:180)
        at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.run(ScheduledThreadPoolExecutor.java:293)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
        at java.lang.Thread.run(Thread.java:745)
    Caused by: org.apache.flink.util.FlinkException: Could not run the jar.
        ... 9 more
    Caused by: org.apache.flink.client.program.ProgramInvocationException: The program caused an error: 
        at org.apache.flink.client.program.OptimizerPlanEnvironment.getOptimizedPlan(OptimizerPlanEnvironment.java:93)
        at org.apache.flink.client.program.ClusterClient.getOptimizedPlan(ClusterClient.java:334)
        at org.apache.flink.runtime.webmonitor.handlers.JarActionHandler.getJobGraphAndClassLoader(JarActionHandler.java:87)
        at org.apache.flink.runtime.webmonitor.handlers.JarRunHandler.lambda$handleJsonRequest$0(JarRunHandler.java:69)
        ... 8 more
    Caused by: java.lang.NoClassDefFoundError: org/apache/kafka/common/serialization/ByteArrayDeserializer
        at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.setDeserializer(FlinkKafkaConsumer09.java:286)
        at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.<init>(FlinkKafkaConsumer09.java:213)
        at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.<init>(FlinkKafkaConsumer09.java:152)
        at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer010.<init>(FlinkKafkaConsumer010.java:128)
        at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer010.<init>(FlinkKafkaConsumer010.java:112)
        at com.best.middleware.search.kafka2es.xngmonitor.flink.Main.main(Main.java:77)
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:497)
        at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:525)
        at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:417)
        at org.apache.flink.client.program.OptimizerPlanEnvironment.getOptimizedPlan(OptimizerPlanEnvironment.java:83)
        ... 11 more

NoClassDefFoundError 都知道是啥情况，编译能通过，但运行时找不到指定的类。大致原因，网上说的很详细。  
这次的情况是yarn的lib下被其他小伙伴放了版本不一致的kafka包，导致冲突。