很明显这个问题是因为yarn设置的相关内存不足,有过Apache Hadoop配置经验的人都会去改yarn-site.xml的配置文件,但是对于Cloudera来说它提供的配置文件分在好多目录,让你很迷惑。其实Cloudera是通过网页Cloudera Manager 来配置这些参数的。
 
 Memory errors
 
 
 
   Configuring YARN after executor memory errors
 
 
   The following error can occur when the required executor memory is above the maximum threshold: 
  Caused by: com.spss.mapreduce.exceptions.JobException:
    java.lang.IllegalArgumentException: Required executor memory (1024+384  MB) is above the max
    threshold (1024 MB) of this cluster! Please  increase the value of
    'yarn.scheduler.maximum-allocation-mb'. 
   
   
For Cloudera 
    Increase the yarn.nodemanager.resource.memory-mb to 8GB 
      In the Cloudera Manager user interface, go to  and increase the value to 8GB.  In the Cloudera Manager user interface, go to  and select 
Dynamic Resource Pools. Under 
Configuration, click 
edit for each of the available pools, and under 
YARN set the 
Max Running Apps value to 4. Restart YARN, Spark, and the 
Analytic Server service.