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Forum Posts

Hubert-Dudek
by Databricks MVP
  • 552 Views
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  • 3 kudos

Secret magic commands

Secret magic commands, there are a lot of them. Check my blogs to see which one can simplify your daily work. First one is %%writefile, which can be used to write a new file, for example, another notebook #databricks more magic commands:- https://dat...

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  • 552 Views
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joseph_in_sf
by New Contributor III
  • 383 Views
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Turn PRDs into Databricks PySpark pipelines with Agentic AI using Docker, Ollama, and QWEN3:4b

I’ve seen many examples of AI that can help you code individual routines and such, mostly junior-level coding help. The goal of this POC is to give the AI a general PRD containing coding examples and have it generate a Databricks pipeline from such.R...

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Hubert-Dudek
by Databricks MVP
  • 569 Views
  • 0 replies
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Runtime 18 / Spark 4.1 improvements

Runtime 18 / Spark 4.1 brings parameter markers everywhere #databricks Latest updates: read: https://databrickster.medium.com/databricks-news-week-1-29-december-2025-to-4-january-2025-432c6231d8b1 watch:https://www.youtube.com/watch?v=LLjoTkceKQI

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  • 569 Views
  • 0 replies
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Abhilash_P
by Databricks Partner
  • 4110 Views
  • 5 replies
  • 6 kudos

Metric Views in Databricks: A Unified Approach to Business Metrics

Databricks has introduced a powerful feature—Metric Views—that transforms how organizations define, manage, and consume business metrics. Whether you're a data analyst, engineer, or business stakeholder, Metric Views offer a unified, governed, and re...

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  • 4110 Views
  • 5 replies
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Latest Reply
Michael_Appiah
Databricks Partner
  • 6 kudos

@BijuThottathil : I don't have a workaround for you, but wanted to let you know that you can vote here https://community.fabric.microsoft.com/t5/Fabric-Ideas/Enable-native-Power-BI-integration-with-Databricks-Metric-View/idi-p/4823684Hopefully, Micro...

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BijuThottathil
by New Contributor III
  • 684 Views
  • 0 replies
  • 2 kudos

Zero-Copy, Zero Friction: Bridging the Gap Between Databricks and Microsoft Fabric using Delta Share

Databricks Microsoft Fabric: Zero-Copy Integration with Delta SharingManaging data across different ecosystems usually means messy ETL pipelines and high storage costs. I implemented a Zero-Copy architecture to streamline this. By leveraging Delta S...

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  • 684 Views
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Hubert-Dudek
by Databricks MVP
  • 546 Views
  • 0 replies
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Runtime 18 / Spark 4.1 improvements

Runtime 18 / Spark 4.1 brings Literal string coalescing everywhere, thanks to what you can make your code more readable. Useful, for example, for table comments #databricks Latest updates: read: https://databrickster.medium.com/databricks-news-week-1...

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  • 546 Views
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Hubert-Dudek
by Databricks MVP
  • 444 Views
  • 0 replies
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Secrets in UC

We can see new grant types in Unity Catalog. It seems that secrets are coming to UC, and I especially love the "Reference Secret" grant. #databricks Read more:- https://databrickster.medium.com/databricks-news-week-1-29-december-2025-to-4-january-202...

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  • 444 Views
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Hubert-Dudek
by Databricks MVP
  • 1994 Views
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DABS JSON Plan

DABS deployment from a JSON plan is one of my favourite new options. You can review the changes or even integrate the plan with your CI/CD process. #databricks Read more:- https://databrickster.medium.com/databricks-news-week-1-29-december-2025-to-4-...

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  • 1994 Views
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AbhaySingh
by Databricks Employee
  • 1585 Views
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The Agile Path to Autonomous Agents

I read about a team demo about their shiny new "autonomous AI agent” leadership. It queried databases, generated reports, sent Slack notifications—all hands-free. Impressive stuff. Two weeks later? $12K in API costs, staging data accidentally pushed ...

  • 1585 Views
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Hubert-Dudek
by Databricks MVP
  • 295 Views
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Ingest Everything, let's start with Excel

We can ingest Excel into Databricks, including natively from SharePoint. It was top news in December, but in fact is part of a big strategy which will allow us to ingest any format from anywhere in databricks. Foundation is already built as there is ...

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rathorer
by Databricks Partner
  • 7637 Views
  • 1 replies
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Building MultiTenant Architecture on Databricks Platform

This use case demonstrates how a SaaS product can be deployed for multiple customers or business units, ensuring data isolation at every layer through workspace separation, fine-grained access control with Unity Catalog, and secure processing using U...

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Community Articles
Architecture
multi-tenant
Security framework
  • 7637 Views
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Latest Reply
andyssojet
New Contributor II
  • 2 kudos

Good breakdown of the Databricks storage and catalog isolation patterns.One thing to keep in mind: workspace binding and Unity Catalog handle data isolation well, but the authentication layer is where tenant context gets established first. Without pr...

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Hubert-Dudek
by Databricks MVP
  • 217 Views
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Labels and sort by Field

Dashboards now offer more flexibility, allowing us to use another field or expression to label or sort the chart. See demo at:- https://www.youtube.com/watch?v=4ngQUkdmD3o&t=893s- https://databrickster.medium.com/databricks-news-week-52-22-december-2...

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  • 217 Views
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emma_s
by Databricks Employee
  • 877 Views
  • 1 replies
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Databricks Excel Reader

We’ve recently created a new Excel reader function, and I decided to have a play around with it. I’ve used an open dataset for this tutorial, so you can follow along too. Using file available here - https://www.ons.gov.uk/employmentandlabourmarket/pe...

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  • 877 Views
  • 1 replies
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Latest Reply
Hubert-Dudek
Databricks MVP
  • 5 kudos

Nice example!

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Hubert-Dudek
by Databricks MVP
  • 254 Views
  • 0 replies
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Databricks Lakeflow Jobs Workflow Backfill

When something goes wrong, and your pattern involves daily MERGE operations in your jobs, backfill jobs let you reload multiple days in a single execution without writing custom scripts or manually triggering runs. Read more:- https://www.sunnydata.a...

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