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Using Databricks FILE type against data on NAS: what works today with FSx for ONTAP S3 Access Points

A follow-up to Part 2: Databricks and FSx for ONTAP S3 Access Points in the "FSx for ONTAP S3 Access Points x Lakehouse Deep Dive" series. Some resu…

awsdatabricksfsxforontaplakehouse
Dev.to Aug 12, 2026, 15:07 UTC
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The query succeeded. Which table state did it read?

Why two successful queries can count different rows when they resolve different Delta or Iceberg table states. Two queries return different counts f…

dataengineeringiceberglakehouse
Dev.to Jul 30, 2026, 02:31 UTC
EN

The pipeline passed. The data still needs proof.

A pipeline job finishes without an error. The new table has 18% fewer rows. Should you rerun the pipeline, stop the release, or trust the new output…

dataengineeringdatabasebigdatalakehouse
Dev.to Jul 29, 2026, 13:22 UTC
EN

[Databricks on AWS #0] The Target Architecture: Isolating Prod, Dev, and Sandbox with Unity Catalog

📚 Series: Databricks on AWS (Part 0, prologue) The Target Architecture ← you are here Building a Databricks AI Platform on AWS RBAC with Function-Ro…

databrickslakehousedataengineeringgovernance
Dev.to Jul 2, 2026, 00:34 UTC
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Using Microsoft Fabric Shortcuts to Avoid Duplicate Data Copies

Enterprise data platforms are really good at one thing: creating copies of the same data everywhere. Different teams copy the same curated folders i…

microsoftfabricdataengineeringlakehouseazure
Dev.to Jun 5, 2026, 02:26 UTC
EN

DatAasee 0.9 Released

DatAasee Tech Stack Canvas Setting: Many distributed data and metadata sources Goals: Centralize metadata Interlinked metadata catalog Super-index f…

metadatalakehousedataengineeringdatabase
Dev.to May 8, 2026, 06:18 UTC

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