java.lang.NoClassDefFoundError: org/apache/spark/deploy/SparkSubmit答案

【问题标题】：java.lang.NoClassDefFoundError: org/apache/spark/deploy/SparkSubmitjava.lang.NoClassDefFoundError: org/apache/spark/deploy/SparkSubmit
【发布时间】：2017-08-24 07:02:54
【问题描述】：

我正在尝试通过 Hue Web 界面运行一些 scala jar。提交作业时，它失败并出现以下错误：

java.lang.NoClassDefFoundError: org/apache/spark/deploy/SparkSubmit

以及完整的日志：

2017-08-24 08:31:49,438  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@:start:] Start action [0000025-170823093043124-oozie-oozi-W@:start:] with user-retry state : userRetryCount [0], userRetryMax [0], userRetryInterval [10]
2017-08-24 08:31:49,438  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@:start:] [***0000025-170823093043124-oozie-oozi-W@:start:***]Action status=DONE
2017-08-24 08:31:49,438  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@:start:] [***0000025-170823093043124-oozie-oozi-W@:start:***]Action updated in DB!
2017-08-24 08:31:49,470  INFO WorkflowNotificationXCommand:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[] No Notification URL is defined. Therefore nothing to notify for job 0000025-170823093043124-oozie-oozi-W
2017-08-24 08:31:49,470  INFO WorkflowNotificationXCommand:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@:start:] No Notification URL is defined. Therefore nothing to notify for job 0000025-170823093043124-oozie-oozi-W@:start:
2017-08-24 08:31:49,483  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] Start action [0000025-170823093043124-oozie-oozi-W@spark-8ee5] with user-retry state : userRetryCount [0], userRetryMax [0], userRetryInterval [10]
2017-08-24 08:31:49,516  INFO SparkActionExecutor:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] Added into spark action configuration mapred.child.env=SPARK_HOME=.,HDP_VERSION=2.6.3.0-57
2017-08-24 08:31:50,421  INFO SparkActionExecutor:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] Trying to get job [job_1503473462790_0052], attempt [1]
2017-08-24 08:31:50,437  INFO SparkActionExecutor:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] checking action, hadoop job ID [job_1503473462790_0052] status [RUNNING]
2017-08-24 08:31:50,439  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] [***0000025-170823093043124-oozie-oozi-W@spark-8ee5***]Action status=RUNNING
2017-08-24 08:31:50,439  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] [***0000025-170823093043124-oozie-oozi-W@spark-8ee5***]Action updated in DB!
2017-08-24 08:31:50,451  INFO WorkflowNotificationXCommand:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] No Notification URL is defined. Therefore nothing to notify for job 0000025-170823093043124-oozie-oozi-W@spark-8ee5
2017-08-24 08:32:00,098  INFO CallbackServlet:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] callback for action [0000025-170823093043124-oozie-oozi-W@spark-8ee5]
2017-08-24 08:32:00,154  INFO SparkActionExecutor:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] Trying to get job [job_1503473462790_0052], attempt [1]
2017-08-24 08:32:00,244  INFO SparkActionExecutor:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] action completed, external ID [job_1503473462790_0052]
2017-08-24 08:32:00,247  WARN SparkActionExecutor:523 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] Launcher ERROR, reason: Main class [org.apache.oozie.action.hadoop.SparkMain], main() threw exception, org/apache/spark/deploy/SparkSubmit
2017-08-24 08:32:00,247  WARN SparkActionExecutor:523 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] Launcher exception: org/apache/spark/deploy/SparkSubmit
java.lang.NoClassDefFoundError: org/apache/spark/deploy/SparkSubmit
    at org.apache.oozie.action.hadoop.SparkMain.run(SparkMain.java:222)
    at org.apache.oozie.action.hadoop.LauncherMain.run(LauncherMain.java:58)
    at org.apache.oozie.action.hadoop.SparkMain.main(SparkMain.java:62)
    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:498)
    at org.apache.oozie.action.hadoop.LauncherMapper.map(LauncherMapper.java:239)
    at org.apache.hadoop.mapred.MapRunner.run(MapRunner.java:54)
    at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:453)
    at org.apache.hadoop.mapred.MapTask.run(MapTask.java:343)
    at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:170)
    at java.security.AccessController.doPrivileged(Native Method)
    at javax.security.auth.Subject.doAs(Subject.java:422)
    at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1866)
    at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:164)
Caused by: java.lang.ClassNotFoundException: org.apache.spark.deploy.SparkSubmit
    at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
    at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:335)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
    ... 16 more

2017-08-24 08:32:00,293  INFO ActionEndXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] ERROR is considered as FAILED for SLA
2017-08-24 08:32:00,358  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@Kill] Start action [0000025-170823093043124-oozie-oozi-W@Kill] with user-retry state : userRetryCount [0], userRetryMax [0], userRetryInterval [10]
2017-08-24 08:32:00,358  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@Kill] [***0000025-170823093043124-oozie-oozi-W@Kill***]Action status=DONE
2017-08-24 08:32:00,358  INFO ActionStartXCommand:520 - SERVER[BigData] USER[energia] GROUP[-] TOKEN[] APP[kafka-scala] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@Kill] [***0000025-170823093043124-oozie-oozi-W@Kill***]Action updated in DB!
2017-08-24 08:32:00,435  INFO WorkflowNotificationXCommand:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@Kill] No Notification URL is defined. Therefore nothing to notify for job 0000025-170823093043124-oozie-oozi-W@Kill
2017-08-24 08:32:00,435  INFO WorkflowNotificationXCommand:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[] No Notification URL is defined. Therefore nothing to notify for job 0000025-170823093043124-oozie-oozi-W
2017-08-24 08:32:00,435  INFO WorkflowNotificationXCommand:520 - SERVER[BigData] USER[-] GROUP[-] TOKEN[-] APP[-] JOB[0000025-170823093043124-oozie-oozi-W] ACTION[0000025-170823093043124-oozie-oozi-W@spark-8ee5] No Notification URL is defined. Therefore nothing to notify for job 0000025-170823093043124-oozie-oozi-W@spark-8ee5

请帮忙？

【问题讨论】：

您的环境是否设置了 SPARK_HOME？
@FaigB 是的。它是

标签： scala apache-spark hue

【解决方案1】：

这可能是一个快速的解决方案。在您的 hue 工作流程窗口中，通过单击右上角的文件图标转到工作区文件夹。如果该文件夹不存在，则在此处创建一个“lib”文件夹。

转到本地系统 ( /usr/hdp/2.5../spark/lib ) 中的 SPARK_HOME 文件夹并检查那里所有可用的 jar。将这些 jar 文件上传到工作区中的 lib 文件夹。如果您想运行 pyspark 作业，请将 jars 上传到 spark home 的“python”文件夹中。

重新运行工作流。

P.S: 我想这些 jars 可以添加到 oozie 共享库中的 sharelib 文件夹并更新 oozie 库。（在线检查命令）。这可能会解决将这些 jar 添加到每个工作流文件夹的问题。

【讨论】：