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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.
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Forum Posts

uzairm
by New Contributor III
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  • 2 replies
  • 1 kudos

My whole code is running on driver node, I want my code to run on worker nodes so that the memory of driver node is not exhausted. Please tell me improvement is my codes. My spark crashes frequently when the pulled data from s3 is huge.

I am running process which has 4 steps.Querying s3 file paths from dynamo DB based on certain parameters given by user. (function to do so provided by client, just have to import). Returns a list of filesCheck if those file paths have already been qu...

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  • 2 replies
  • 1 kudos
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Vartika
Moderator
  • 1 kudos

Hi @uzair mustafa​ Thank you for posting your question in our community! We are happy to assist you.Does @Suteja Kanuri​'s answer help? If it does, would you be happy to mark it as best?This will help other community members who may have similar ques...

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tw1
by New Contributor III
  • 7899 Views
  • 9 replies
  • 3 kudos

Resolved! Can't write / overwrite delta table with error: oxxxx.saveAsTable. (Driver Error: OutOfMemory)

Current Cluster Config:Standard_DS3_v2 (14GB, 4 Cores) 2-6 workersStandard_DS3_v2 (14GB, 4Cores) for driverRuntime: 10.4x-scala2.12We want to overwrite a temporary delta table with new records. The records will be load by another delta table and tran...

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  • 7899 Views
  • 9 replies
  • 3 kudos
Latest Reply
tw1
New Contributor III
  • 3 kudos

Hi,thank you for your help!We tested the configuration settings and it runs without any errors.Could you give us some more information, where we can find some documentation about such settings. We searched hours to fix our problem. So we contacted th...

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