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.