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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

isaac_gritz
by Valued Contributor II
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Databricks Security Review

Conducting a security review or vendor assessment of Databricks and looking to learn more about our security features, compliance information, and privacy policies?You can find the latest on Databricks security features, architecture, compliance and ...

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Aviral-Bhardwaj
Esteemed Contributor III
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thanks man

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User16826992666
by Valued Contributor
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Resolved! Are Delta tables able to support GDPR compliance?

I know that when deletes are made from a Delta table the underlying files are not actually removed. For compliance reasons I need to able to truly delete the records. How can I know which files need to be removed, and is there a way to remove them ot...

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sajith_appukutt
Honored Contributor II
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Here is a document explaining best practices for GDPR and CCPA compliance using Delta Lake. Specifically on cleaning up stale data - you can use the VACUUM function to remove files that are no longer referenced by a Delta table and are older than a s...

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