hadoop: Container is running beyond virtual memory limits

From the error message, you can see that you're using more virtual memory than your current limit of 1.0gb. This can be resolved in two ways:

Disable Virtual Memory Limit Checking

YARN will simply ignore the limit; in order to do this, add this to your yarn-site.xml:

<property>
  <name>yarn.nodemanager.vmem-check-enabled</name>
  <value>false</value>
  <description>Whether virtual memory limits will be enforced for containers.</description>
</property>

The default for this setting is true.

Increase Virtual Memory to Physical Memory Ratio

In your yarn-site.xml change this to a higher value than is currently set

<property>
  <name>yarn.nodemanager.vmem-pmem-ratio</name>
  <value>5</value>
  <description>Ratio between virtual memory to physical memory when setting memory limits for containers. Container allocations are expressed in terms of physical memory, and virtual memory usage is allowed to exceed this allocation by this ratio.</description>
</property>

The default is 2.1

You could also increase the amount of physical memory you allocate to a container.

Make sure you don't forget to restart yarn after you change the config.

Reference to the original link