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batch_bender
New Contributor II
since ‎01-19-2026
yesterday

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  • 4 Posts
  • 0 Solutions
  • 0 Kudos given
  • 1 Kudos received

User Activity

Folder structure for Autoloader and Declarative Pipelines

yesterday
We have six years of Parquet files organised under yyyy/mm/dd/, with around 100 table files in each daily folder. We want to process these 100 tables using Auto Loader in a Declarative Pipeline with the AUTO CDC API.If each table reads the same root ...

Does liquid clustering preserve auditable tenant separation in a shared Delta table architecture?

05-24-2026
We’re evaluating a multi-tenant Databricks architecture and considering Liquid Clustering on shared Delta tables. Our concern is that tenant SLAs require data separation for audit/compliance purposes. I’m trying to understand whether Liquid Clusterin...

create_auto_cdc_from_snapshot_flow vs create_auto_cdc_flow – when is snapshot CDC actually worth it?

01-19-2026
I am deciding between create_auto_cdc_from_snapshot_flow() and create_auto_cdc_flow() in a pipeline.My source is a daily full snapshot table:No operation column (no insert/update/delete flags)Order can be derived from snapshot_date (sequence by)Rows ...
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