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MVP Articles
This page brings together externally published articles written by our MVPs. Discover expert perspectives, real-world guidance, and community contributions from leaders across the ecosystem.
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Forum Posts

Dataninsight
by Databricks MVP
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Databricks One is now Genie

Databricks One is now Genie. And it's a big deal吏‍Not just a rebrand. A completely new experience for every employee who has ever been told "you need to ask an analyst for that."Here's what just shipped:Account-Level Genie is GA: one Genie across all...

  • 199 Views
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Nidhig631
by Databricks MVP
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Databricks Lakeflow Designer — Design Visual data preps

This article is all about Lakeflow Designer — Visual Data Prep. Instead of delving into theory, I’ll keep it practical and to the point: a quick guide to help you get started and quickly prepare the data you need.Getting Started with Lakeflow Designe...

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Nidhig631
by Databricks MVP
  • 226 Views
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Databricks SQL Runtime 18.0 and above: ATOMIC Compound Statement

The ATOMIC Compound Statement in Databricks SQL is a block of statements that executes as a single, all-or-nothing transaction. If any statement inside the block fails, the entire block is rolled back. Read Complete Article here:Databricks SQL Runtim...

compound statement.jpg
  • 226 Views
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Latest Reply
monedef536
New Contributor II
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An ATOMIC compound statement in Databricks SQL runs multiple SQL commands as one transaction.If any statement fails, everything is rolled back; if all succeed, all changes are committed together.  genesiscard com

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Nidhig631
by Databricks MVP
  • 362 Views
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Resolved! Embed a Databricks Genie space in an External Website or Application

As organisations increasingly move toward AI-driven analytics, the need to bring insights closer to end users is more important than ever. With Databricks Genie Spaces, you can enable natural language interactions over your data, allowing users to as...

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Latest Reply
williamjohn5987
New Contributor II
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Hello, I have one question How should a conversational analytics UI be designed to feel native inside an existing application?

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Nidhig631
by Databricks MVP
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Databricks Metric Views

What is a Metric View? (Think of it as a virtual report definition)Metric Views are a first-class object in Databricks Unity Catalog that allow you to define reusable, governed business metrics on top of your existing tables and views.Think of them a...

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Latest Reply
Sumit_7
Honored Contributor III
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@Nidhig631 Good share!

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Nidhig631
by Databricks MVP
  • 260 Views
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How to enable a custom URL in Azure Databricks?

Azure Databricks now allows organisations to configure a custom URL at the account level, providing a unified and branded access point for all users.Instead of navigating multiple workspace-specific URLs, users can log in once using a single custom U...

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Latest Reply
Sumit_7
Honored Contributor III
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@Nidhig631 Great summary.

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Nidhig631
by Databricks MVP
  • 499 Views
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Databricks AI/BI Genie Space: Unlocking Generative AI on Delta Tables for Smarter Analytics

Sharing the latest update on Databricks Genie.The written article is in 3 versions to make it easy to follow the journey:Version 1 covers the initial releaseVersion 2 includes the major improvementsVersion 3 has the latest updates till 2026     Agent...

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protmaks
by Databricks MVP
  • 545 Views
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Practical observations on working with Databricks Genie Code

I’ve been exploring Databricks Genie Code and wanted to share a few practical observations from early usage.What stands out to me is that Genie Code feels less like a traditional coding assistant and more like an agentic workflow assistant. It does n...

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protmaks
by Databricks MVP
  • 3168 Views
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I looked into Genie Code costs in Databricks — it’s cheap until it isn’t

I’ve been testing Genie Code in Databricks and wanted to understand not just the UX, but the actual cost behavior.My impression so far:for simple code edits / code assistance, it looks almost free,but if Genie Code starts doing things that involve re...

  • 3168 Views
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Latest Reply
MrChromatic
New Contributor II
  • 4 kudos

I was looking at the cost inferred by genie, but i'm not understanding how genie usage is calculated, i looked the system.billing.usage table, can you tell me if i can use this to filter genie usage.

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Nidhig631
by Databricks MVP
  • 521 Views
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Migration from Azure Data Factory(ADF) to Databricks Lakeflow Jobs

Many teams think migrating from Azure Data Factory to Databricks Lakeflow Jobs is just a pipeline rewrite. It’s not.It’s about:* Simplifying over-engineered architectures* Reducing orchestration and monitoring overhead* Aligning data engineering with...

  • 521 Views
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