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Avinash_Narala
Databricks Partner
since ‎01-29-2024
a week ago

User Stats

  • 70 Posts
  • 3 Solutions
  • 84 Kudos given
  • 21 Kudos received

User Activity

Hey everyone,Have you ever opened Databricks Catalog Explorer to audit a table, only to find the downstream job listed as "Untitled"? Databricks Unity Catalog is incredibly powerful for automated lineage, but it quietly breaks the moment you orchestr...
Hey everyone,We’ve all been there: a Delta Lake MERGE job that should take 20 minutes drags on for 90 minutes, while a full overwrite of the same table finishes in under 20. When an overwrite outpaces a selective merge, it's a massive red flag that y...
Why Your Delta Lake Tables Are Quietly Ballooning (And How to Fix It)If your data pipeline only appends a few gigabytes a day, but your cloud storage footprint is skyrocketing into hundreds of gigabytes, you aren’t alone. We recently watched one of o...
Hi everyone,I recently took a look into a silent cost driver in many data platforms: the default choice between managed and external tables in Unity Catalog.It is very common for teams to default to external tables, but this choice often leads to acc...
Hi everyone,I am facing a data consistency issue in my Databricks incremental pipeline where records are being skipped because of a time gap between when a record is processed and when the physical file is finalized in Azure Blob Storage (ABFS).Our A...