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Best Practices for Optimizing Delta Lake Performance

joshbuttler
New Contributor

โ€Ž09-18-2024 01:18 AM

Iโ€™m currently working on a project using Delta Lake on Databricks and would like to optimize performance for both batch and streaming workloads.

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1 REPLY 1

szymon_dybczak
Contributor III

โ€Ž09-18-2024 04:21 AM - edited โ€Ž09-18-2024 04:25 AM

Hi @joshbuttler ,

It's a big topic and it really depends on the use case. You can follow some guides/recommendations from databricks documentation:

- Optimization recommendations on Databricks | Databricks on AWS

- Use liquid clustering for Delta tables | Databricks on AWS

- Comprehensive Guide to Optimize Data Workloads | Databricks

And if your company is databricks partner then you have access to a nice course on optimization in Databricks Academy for free. 

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