cancel
Showing results for 
Search instead for 
Did you mean: 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

SS2
by Valued Contributor
  • 1247 Views
  • 2 replies
  • 1 kudos

Spark out of memory error.

Sometimes in Databricks you can see the out of memory error then in that case you can change the cluster size. As per requirement to resolve the issue.

  • 1247 Views
  • 2 replies
  • 1 kudos
Latest Reply
jose_gonzalez
Moderator
  • 1 kudos

Hi @S S​,Could you provide more details on your issue? for example, error stack traces, code snippet, etc. We will be able to help you if you share more details

  • 1 kudos
1 More Replies
SS2
by Valued Contributor
  • 2649 Views
  • 4 replies
  • 3 kudos

Spark out of memory error.You can resolve this error by increasing the size of cluster in Databricks.

Spark out of memory error.You can resolve this error by increasing the size of cluster in Databricks.

  • 2649 Views
  • 4 replies
  • 3 kudos
Latest Reply
DK03
Contributor
  • 3 kudos

Adding some more points to @karthik p​ 's answer.Use kryo serializer instead of java serializer.Use an optimised garbage collector such as G1GC.Use partitioning wisely on a field.

  • 3 kudos
3 More Replies
Bujji
by New Contributor II
  • 3446 Views
  • 2 replies
  • 3 kudos

How to resolve our of memory error?

Hi, I am working as azure support engineerI found this error while I am checking the pipeline failure, and showing below error"org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 72403.0 failed 4 times, most recent fail...

  • 3446 Views
  • 2 replies
  • 3 kudos
Latest Reply
Kaniz
Community Manager
  • 3 kudos

Hi @mahesh bmk​, We haven’t heard from you since the last response from @Pat Sienkiewicz​​, and I was checking back to see if their suggestions helped you. Or else, If you have any solution, please share it with the community, as it can be helpful to...

  • 3 kudos
1 More Replies
potluri
by New Contributor II
  • 1638 Views
  • 2 replies
  • 1 kudos

Resolved! Cluster frequently crashing

Cluster crashing, prompting me to use a different cluster or restart the cluster. Previously worked fine for the same code

  • 1638 Views
  • 2 replies
  • 1 kudos
Latest Reply
jose_gonzalez
Moderator
  • 1 kudos

Hi @potluri​ ,What kind of cluster care you using? Is it an interactive cluster or a job cluster? what is the error message you are getting? The following KB article could help you to find the cause and the solution to your problem. Please check the ...

  • 1 kudos
1 More Replies
Labels