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Avinash_Narala
Databricks Partner
since ‎01-29-2024
Friday

User Stats

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

User Activity

From 400GB to 35GB: Managing Delta Lake Storage Growth

Wednesday
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...

Managed vs External Tables in Unity Catalog: The Decision That’s Silently Inflating Your Cloud Bill

3 weeks ago
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...

Data Loss in Incremental Batch Jobs Due to Latency in delta file write to blob

04-22-2026
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...

How we solved the "18-Hour Running Job" problem with Data-Driven Timeouts

04-19-2026
Hi everyone,I recently dealt with a frustrating scenario: a Databricks job that usually takes minutes ran for 18 hours without failing, quietly consuming compute and blocking downstream pipelines.The driver hadn't crashed, and the job hadn't failed—i...

Redshift Stored Procedure Migration to Databricks

01-29-2025
Hi,I want to migrate Redshift SQL Stored Procedures to databricks.As databricks doesn't support the concept of SQL Stored Procedures. How can I do so?
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