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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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DLT best practices

Phani1
Valued Contributor

Hi Team,

Could you please recommend the best practices to implement the delta live tables?

Regards,

Phanindra

1 ACCEPTED SOLUTION

Accepted Solutions

Ryan_Chynoweth
Honored Contributor III

Hi Phani, what exactly are you looking for with best practices?

At a high level:

  • Always provide an external storage location (S3, ADLS, GCS) for your pipeline
  • Use Auto Scaling!
  • Python imports can be leverage to reuse code

With regards to providing a storage location, if you put all your pipelines in a common storage location it makes it easier to read all the associated event logs for pipeline monitoring as well.

View solution in original post

1 REPLY 1

Ryan_Chynoweth
Honored Contributor III

Hi Phani, what exactly are you looking for with best practices?

At a high level:

  • Always provide an external storage location (S3, ADLS, GCS) for your pipeline
  • Use Auto Scaling!
  • Python imports can be leverage to reuse code

With regards to providing a storage location, if you put all your pipelines in a common storage location it makes it easier to read all the associated event logs for pipeline monitoring as well.